From 5db12b38c10c8c01b64de0d9cf6a49dae6bbd844 Mon Sep 17 00:00:00 2001 From: Alexander Alekhin Date: Mon, 26 Jun 2017 13:42:20 +0300 Subject: [PATCH] dnn: move module to main OpenCV repository --- modules/dnn/CMakeLists.txt | 84 - modules/dnn/README.md | 2 - modules/dnn/include/opencv2/dnn.hpp | 64 - .../dnn/include/opencv2/dnn/all_layers.hpp | 471 - modules/dnn/include/opencv2/dnn/dict.hpp | 146 - modules/dnn/include/opencv2/dnn/dnn.hpp | 655 - modules/dnn/include/opencv2/dnn/dnn.inl.hpp | 357 - modules/dnn/include/opencv2/dnn/layer.hpp | 148 - .../dnn/include/opencv2/dnn/shape_utils.hpp | 195 - modules/dnn/misc/caffe/caffe.pb.cc | 53676 ---------------- modules/dnn/misc/caffe/caffe.pb.h | 28612 -------- modules/dnn/misc/python/pyopencv_dnn.hpp | 39 - modules/dnn/misc/tensorflow/attr_value.pb.cc | 3014 - modules/dnn/misc/tensorflow/attr_value.pb.h | 1697 - modules/dnn/misc/tensorflow/function.pb.cc | 2348 - modules/dnn/misc/tensorflow/function.pb.h | 1160 - modules/dnn/misc/tensorflow/graph.pb.cc | 1687 - modules/dnn/misc/tensorflow/graph.pb.h | 814 - modules/dnn/misc/tensorflow/op_def.pb.cc | 4045 -- modules/dnn/misc/tensorflow/op_def.pb.h | 2103 - modules/dnn/misc/tensorflow/tensor.pb.cc | 1596 - modules/dnn/misc/tensorflow/tensor.pb.h | 770 - .../dnn/misc/tensorflow/tensor_shape.pb.cc | 895 - modules/dnn/misc/tensorflow/tensor_shape.pb.h | 423 - modules/dnn/misc/tensorflow/types.pb.cc | 163 - modules/dnn/misc/tensorflow/types.pb.h | 129 - modules/dnn/misc/tensorflow/versions.pb.cc | 572 - modules/dnn/misc/tensorflow/versions.pb.h | 239 - modules/dnn/perf/perf_convolution.cpp | 106 - modules/dnn/perf/perf_halide_net.cpp | 172 - modules/dnn/perf/perf_main.cpp | 12 - modules/dnn/perf/perf_precomp.hpp | 17 - modules/dnn/samples/.gitignore | 1 - ...GG_VOC0712_SSD_300x300_iter_60000.prototxt | 1547 - modules/dnn/samples/bvlc_googlenet.prototxt | 2156 - modules/dnn/samples/caffe_googlenet.cpp | 143 - modules/dnn/samples/enet-classes.txt | 20 - .../dnn/samples/fcn32s-heavy-pascal.prototxt | 502 - .../dnn/samples/fcn8s-heavy-pascal.prototxt | 612 - modules/dnn/samples/fcn_semsegm.cpp | 154 - modules/dnn/samples/googlenet_python.py | 34 - modules/dnn/samples/pascal-classes.txt | 21 - modules/dnn/samples/rgb.jpg | Bin 47099 -> 0 bytes modules/dnn/samples/space_shuttle.jpg | Bin 27598 -> 0 bytes modules/dnn/samples/squeezenet_halide.cpp | 120 - modules/dnn/samples/ssd_object_detection.cpp | 154 - modules/dnn/samples/synset_words.txt | 1000 - modules/dnn/samples/tf_inception.cpp | 173 - modules/dnn/samples/torch_enet.cpp | 207 - modules/dnn/src/caffe/caffe.proto | 1581 - modules/dnn/src/caffe/caffe_importer.cpp | 382 - modules/dnn/src/caffe/caffe_io.cpp | 1151 - modules/dnn/src/caffe/caffe_io.hpp | 108 - modules/dnn/src/caffe/glog_emulator.hpp | 104 - modules/dnn/src/dnn.cpp | 2001 - modules/dnn/src/halide_scheduler.cpp | 284 - modules/dnn/src/halide_scheduler.hpp | 37 - modules/dnn/src/init.cpp | 107 - modules/dnn/src/layers/batch_norm_layer.cpp | 198 - modules/dnn/src/layers/blank_layer.cpp | 78 - modules/dnn/src/layers/concat_layer.cpp | 141 - modules/dnn/src/layers/convolution_layer.cpp | 1145 - modules/dnn/src/layers/crop_layer.cpp | 153 - .../dnn/src/layers/detection_output_layer.cpp | 798 - modules/dnn/src/layers/elementwise_layers.cpp | 502 - modules/dnn/src/layers/eltwise_layer.cpp | 219 - modules/dnn/src/layers/flatten_layer.cpp | 125 - .../dnn/src/layers/fully_connected_layer.cpp | 281 - modules/dnn/src/layers/layers_common.avx2.cpp | 356 - modules/dnn/src/layers/layers_common.cpp | 205 - modules/dnn/src/layers/layers_common.hpp | 87 - modules/dnn/src/layers/lrn_layer.cpp | 341 - .../dnn/src/layers/max_unpooling_layer.cpp | 128 - modules/dnn/src/layers/mvn_layer.cpp | 108 - .../dnn/src/layers/normalize_bbox_layer.cpp | 223 - modules/dnn/src/layers/padding_layer.cpp | 131 - modules/dnn/src/layers/permute_layer.cpp | 243 - modules/dnn/src/layers/pooling_layer.cpp | 566 - modules/dnn/src/layers/prior_box_layer.cpp | 379 - modules/dnn/src/layers/recurrent_layers.cpp | 443 - modules/dnn/src/layers/reshape_layer.cpp | 247 - modules/dnn/src/layers/scale_layer.cpp | 147 - modules/dnn/src/layers/shift_layer.cpp | 96 - modules/dnn/src/layers/slice_layer.cpp | 140 - modules/dnn/src/layers/softmax_layer.cpp | 213 - modules/dnn/src/layers/split_layer.cpp | 97 - modules/dnn/src/op_halide.cpp | 206 - modules/dnn/src/op_halide.hpp | 84 - modules/dnn/src/opencl/activations.cl | 44 - modules/dnn/src/opencl/col2im.cl | 62 - modules/dnn/src/opencl/im2col.cl | 71 - modules/dnn/src/opencl/lrn.cl | 76 - modules/dnn/src/opencl/pooling.cl | 106 - modules/dnn/src/opencl/softmax.cl | 75 - modules/dnn/src/precomp.hpp | 45 - modules/dnn/src/tensorflow/attr_value.proto | 60 - modules/dnn/src/tensorflow/function.proto | 95 - modules/dnn/src/tensorflow/graph.proto | 112 - modules/dnn/src/tensorflow/op_def.proto | 157 - modules/dnn/src/tensorflow/tensor.proto | 68 - modules/dnn/src/tensorflow/tensor_shape.proto | 45 - modules/dnn/src/tensorflow/tf_importer.cpp | 759 - modules/dnn/src/tensorflow/tf_io.cpp | 63 - modules/dnn/src/tensorflow/tf_io.hpp | 29 - modules/dnn/src/tensorflow/types.proto | 60 - modules/dnn/src/tensorflow/versions.proto | 31 - modules/dnn/src/torch/COPYRIGHT.txt | 36 - modules/dnn/src/torch/THDiskFile.cpp | 798 - modules/dnn/src/torch/THDiskFile.h | 19 - modules/dnn/src/torch/THFile.cpp | 163 - modules/dnn/src/torch/THFile.h | 90 - modules/dnn/src/torch/THFilePrivate.h | 43 - modules/dnn/src/torch/THGeneral.cpp | 256 - modules/dnn/src/torch/THGeneral.h | 89 - modules/dnn/src/torch/torch_importer.cpp | 1025 - .../dnn/test/cityscapes_semsegm_test_enet.py | 142 - modules/dnn/test/cnpy.cpp | 291 - modules/dnn/test/cnpy.h | 294 - modules/dnn/test/imagenet_cls_test_alexnet.py | 246 - .../dnn/test/imagenet_cls_test_googlenet.py | 43 - .../dnn/test/imagenet_cls_test_inception.py | 79 - modules/dnn/test/npy_blob.hpp | 65 - modules/dnn/test/pascal_semsegm_test_fcn.py | 225 - modules/dnn/test/test_caffe_importer.cpp | 160 - modules/dnn/test/test_common.hpp | 60 - modules/dnn/test/test_googlenet.cpp | 107 - modules/dnn/test/test_halide_layers.cpp | 626 - modules/dnn/test/test_halide_nets.cpp | 173 - modules/dnn/test/test_layers.cpp | 417 - modules/dnn/test/test_main.cpp | 20 - modules/dnn/test/test_precomp.hpp | 62 - modules/dnn/test/test_tf_importer.cpp | 74 - modules/dnn/test/test_torch_importer.cpp | 207 - modules/dnn/tutorials/images/build_1.png | Bin 32126 -> 0 bytes modules/dnn/tutorials/images/build_2.png | Bin 41345 -> 0 bytes modules/dnn/tutorials/images/build_3.png | Bin 46802 -> 0 bytes modules/dnn/tutorials/images/build_4.png | Bin 40770 -> 0 bytes modules/dnn/tutorials/images/build_5.png | Bin 40924 -> 0 bytes .../dnn/tutorials/images/space_shuttle.jpg | Bin 27598 -> 0 bytes .../dnn/tutorials/tutorial_dnn_build.markdown | 68 - .../tutorials/tutorial_dnn_googlenet.markdown | 66 - 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-if(NOT Protobuf_FOUND) - ocv_module_disable(opencv_dnn) -endif() - -set(the_description "Deep neural network module. It allows to load models from different frameworks and to make forward pass") - -ocv_add_module(dnn opencv_core opencv_imgproc WRAP python matlab) -ocv_warnings_disable(CMAKE_CXX_FLAGS -Wno-shadow -Wno-parentheses -Wmaybe-uninitialized -Wsign-promo - -Wmissing-declarations -Wmissing-prototypes -) -ocv_warnings_disable(CMAKE_CXX_FLAGS /wd4701 /wd4100) - -if(MSVC) - add_definitions( -D_CRT_SECURE_NO_WARNINGS=1 ) - ocv_warnings_disable(CMAKE_CXX_FLAGS /wd4244 /wd4267 /wd4018 /wd4355 /wd4800 /wd4251 /wd4996 /wd4146 - /wd4305 /wd4127 /wd4100 /wd4512 /wd4125 /wd4389 /wd4510 /wd4610 - /wd4702 /wd4456 /wd4457 /wd4065 /wd4310 /wd4661 /wd4506 - ) -else() - ocv_warnings_disable(CMAKE_CXX_FLAGS -Wno-deprecated -Wmissing-prototypes -Wmissing-declarations -Wshadow - -Wunused-parameter -Wunused-local-typedefs -Wsign-compare -Wsign-promo - -Wundef -Wtautological-undefined-compare -Wignored-qualifiers -Wextra - -Wunused-function -Wunused-const-variable -Wdeprecated-declarations - ) -endif() - -if(APPLE_FRAMEWORK) - ocv_warnings_disable(CMAKE_CXX_FLAGS -Wshorten-64-to-32) -endif() - -if(ANDROID) - add_definitions(-DDISABLE_POSIX_MEMALIGN -DTH_DISABLE_HEAP_TRACKING) -endif() - -#supress warnings in autogenerated caffe.pb.* files -add_definitions(-DHAVE_PROTOBUF=1) -ocv_warnings_disable(CMAKE_CXX_FLAGS - -Wunused-parameter -Wundef -Wignored-qualifiers -Wno-enum-compare - -Wdeprecated-declarations - /wd4125 /wd4267 /wd4127 /wd4244 /wd4512 /wd4702 - /wd4456 /wd4510 /wd4610 /wd4800 - -wd858 -wd2196 -) - -if(PROTOBUF_UPDATE_FILES) - file(GLOB proto_files src/tensorflow/*.proto) - list(APPEND proto_files src/caffe/caffe.proto) - PROTOBUF_GENERATE_CPP(Protobuf_HDRS Protobuf_SRCS ${proto_files}) -else() - file(GLOB fw_srcs ${CMAKE_CURRENT_SOURCE_DIR}/misc/tensorflow/*.cc) - file(GLOB fw_hdrs ${CMAKE_CURRENT_SOURCE_DIR}/misc/tensorflow/*.h) - list(APPEND fw_srcs ${CMAKE_CURRENT_SOURCE_DIR}/misc/caffe/caffe.pb.cc) - list(APPEND fw_hdrs ${CMAKE_CURRENT_SOURCE_DIR}/misc/caffe/caffe.pb.h) - list(APPEND Protobuf_SRCS ${fw_srcs}) - list(APPEND Protobuf_HDRS ${fw_hdrs}) - list(APPEND Protobuf_INCLUDE_DIRS ${CMAKE_CURRENT_SOURCE_DIR}/misc/caffe) - list(APPEND Protobuf_INCLUDE_DIRS ${CMAKE_CURRENT_SOURCE_DIR}/misc/tensorflow) -endif() - -ocv_source_group("Src\\protobuf" FILES ${Protobuf_SRCS} ${Protobuf_HDRS}) -ocv_module_include_directories(include ${Protobuf_INCLUDE_DIRS}) - -ocv_glob_module_sources(${Protobuf_SRCS} ${Protobuf_HDRS} ${CBLAS_H_PROXY_PATH}) -ocv_create_module(${Protobuf_LIBRARIES} ${LAPACK_LIBRARIES}) -ocv_add_samples() -ocv_add_accuracy_tests() -ocv_add_perf_tests() - -# ---------------------------------------------------------------------------- -# Torch7 importer of blobs and models, produced by Torch.nn module -# ---------------------------------------------------------------------------- -OCV_OPTION(${the_module}_BUILD_TORCH_IMPORTER "Build Torch model importer" ON) -if(${the_module}_BUILD_TORCH_IMPORTER) - message(STATUS "Torch importer has been enabled. To run the tests you have to install Torch " - "('th' executable should be available) " - "and generate testdata using opencv_extra/testdata/dnn/generate_torch_models.py script.") - add_definitions(-DENABLE_TORCH_IMPORTER=1) - ocv_warnings_disable(CMAKE_CXX_FLAGS /wd4702 /wd4127 /wd4267) #supress warnings in original torch files -endif() diff --git a/modules/dnn/README.md b/modules/dnn/README.md deleted file mode 100644 index 6e7e9c408..000000000 --- a/modules/dnn/README.md +++ /dev/null @@ -1,2 +0,0 @@ -Deep Neural Network module -========================== \ No newline at end of file diff --git a/modules/dnn/include/opencv2/dnn.hpp b/modules/dnn/include/opencv2/dnn.hpp deleted file mode 100644 index 37be98926..000000000 --- a/modules/dnn/include/opencv2/dnn.hpp +++ /dev/null @@ -1,64 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -#ifndef __OPENCV_DNN_HPP__ -#define __OPENCV_DNN_HPP__ - -// This is an umbrealla header to include into you project. -// We are free to change headers layout in dnn subfolder, so please include -// this header for future compartibility - - -/** @defgroup dnn Deep Neural Network module - @{ - This module contains: - - API for new layers creation, layers are building bricks of neural networks; - - set of built-in most-useful Layers; - - API to constuct and modify comprehensive neural networks from layers; - - functionality for loading serialized networks models from differnet frameworks. - - Functionality of this module is designed only for forward pass computations (i. e. network testing). - A network training is in principle not supported. - @} -*/ -#include - -#endif /* __OPENCV_DNN_HPP__ */ diff --git a/modules/dnn/include/opencv2/dnn/all_layers.hpp b/modules/dnn/include/opencv2/dnn/all_layers.hpp deleted file mode 100644 index a953e813c..000000000 --- a/modules/dnn/include/opencv2/dnn/all_layers.hpp +++ /dev/null @@ -1,471 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -#ifndef __OPENCV_DNN_DNN_ALL_LAYERS_HPP__ -#define __OPENCV_DNN_DNN_ALL_LAYERS_HPP__ -#include - -namespace cv -{ -namespace dnn -{ -//! @addtogroup dnn -//! @{ - -/** @defgroup dnnLayerList Partial List of Implemented Layers - @{ - This subsection of dnn module contains information about bult-in layers and their descriptions. - - Classes listed here, in fact, provides C++ API for creating intances of bult-in layers. - In addition to this way of layers instantiation, there is a more common factory API (see @ref dnnLayerFactory), it allows to create layers dynamically (by name) and register new ones. - You can use both API, but factory API is less convinient for native C++ programming and basically designed for use inside importers (see @ref Importer, @ref createCaffeImporter(), @ref createTorchImporter()). - - Bult-in layers partially reproduce functionality of corresponding Caffe and Torch7 layers. - In partuclar, the following layers and Caffe @ref Importer were tested to reproduce Caffe functionality: - - Convolution - - Deconvolution - - Pooling - - InnerProduct - - TanH, ReLU, Sigmoid, BNLL, Power, AbsVal - - Softmax - - Reshape, Flatten, Slice, Split - - LRN - - MVN - - Dropout (since it does nothing on forward pass -)) -*/ - - class CV_EXPORTS BlankLayer : public Layer - { - public: - static Ptr create(const LayerParams ¶ms); - }; - - //! LSTM recurrent layer - class CV_EXPORTS LSTMLayer : public Layer - { - public: - /** Creates instance of LSTM layer */ - static Ptr create(const LayerParams& params); - - /** Set trained weights for LSTM layer. - LSTM behavior on each step is defined by current input, previous output, previous cell state and learned weights. - - Let @f$x_t@f$ be current input, @f$h_t@f$ be current output, @f$c_t@f$ be current state. - Than current output and current cell state is computed as follows: - @f{eqnarray*}{ - h_t &= o_t \odot tanh(c_t), \\ - c_t &= f_t \odot c_{t-1} + i_t \odot g_t, \\ - @f} - where @f$\odot@f$ is per-element multiply operation and @f$i_t, f_t, o_t, g_t@f$ is internal gates that are computed using learned wights. - - Gates are computed as follows: - @f{eqnarray*}{ - i_t &= sigmoid&(W_{xi} x_t + W_{hi} h_{t-1} + b_i), \\ - f_t &= sigmoid&(W_{xf} x_t + W_{hf} h_{t-1} + b_f), \\ - o_t &= sigmoid&(W_{xo} x_t + W_{ho} h_{t-1} + b_o), \\ - g_t &= tanh &(W_{xg} x_t + W_{hg} h_{t-1} + b_g), \\ - @f} - where @f$W_{x?}@f$, @f$W_{h?}@f$ and @f$b_{?}@f$ are learned weights represented as matrices: - @f$W_{x?} \in R^{N_h \times N_x}@f$, @f$W_{h?} \in R^{N_h \times N_h}@f$, @f$b_? \in R^{N_h}@f$. - - For simplicity and performance purposes we use @f$ W_x = [W_{xi}; W_{xf}; W_{xo}, W_{xg}] @f$ - (i.e. @f$W_x@f$ is vertical contacentaion of @f$ W_{x?} @f$), @f$ W_x \in R^{4N_h \times N_x} @f$. - The same for @f$ W_h = [W_{hi}; W_{hf}; W_{ho}, W_{hg}], W_h \in R^{4N_h \times N_h} @f$ - and for @f$ b = [b_i; b_f, b_o, b_g]@f$, @f$b \in R^{4N_h} @f$. - - @param Wh is matrix defining how previous output is transformed to internal gates (i.e. according to abovemtioned notation is @f$ W_h @f$) - @param Wx is matrix defining how current input is transformed to internal gates (i.e. according to abovemtioned notation is @f$ W_x @f$) - @param b is bias vector (i.e. according to abovemtioned notation is @f$ b @f$) - */ - virtual void setWeights(const Mat &Wh, const Mat &Wx, const Mat &b) = 0; - - /** @brief Specifies shape of output blob which will be [[`T`], `N`] + @p outTailShape. - * @details If this parameter is empty or unset then @p outTailShape = [`Wh`.size(0)] will be used, - * where `Wh` is parameter from setWeights(). - */ - virtual void setOutShape(const MatShape &outTailShape = MatShape()) = 0; - - /** @brief Specifies either interpet first dimension of input blob as timestamp dimenion either as sample. - * - * If flag is set to true then shape of input blob will be interpeted as [`T`, `N`, `[data dims]`] where `T` specifies number of timpestamps, `N` is number of independent streams. - * In this case each forward() call will iterate through `T` timestamps and update layer's state `T` times. - * - * If flag is set to false then shape of input blob will be interpeted as [`N`, `[data dims]`]. - * In this case each forward() call will make one iteration and produce one timestamp with shape [`N`, `[out dims]`]. - */ - virtual void setUseTimstampsDim(bool use = true) = 0; - - /** @brief If this flag is set to true then layer will produce @f$ c_t @f$ as second output. - * @details Shape of the second output is the same as first output. - */ - virtual void setProduceCellOutput(bool produce = false) = 0; - - /* In common case it use single input with @f$x_t@f$ values to compute output(s) @f$h_t@f$ (and @f$c_t@f$). - * @param input should contain packed values @f$x_t@f$ - * @param output contains computed outputs: @f$h_t@f$ (and @f$c_t@f$ if setProduceCellOutput() flag was set to true). - * - * If setUseTimstampsDim() is set to true then @p input[0] should has at least two dimensions with the following shape: [`T`, `N`, `[data dims]`], - * where `T` specifies number of timpestamps, `N` is number of independent streams (i.e. @f$ x_{t_0 + t}^{stream} @f$ is stored inside @p input[0][t, stream, ...]). - * - * If setUseTimstampsDim() is set to fase then @p input[0] should contain single timestamp, its shape should has form [`N`, `[data dims]`] with at least one dimension. - * (i.e. @f$ x_{t}^{stream} @f$ is stored inside @p input[0][stream, ...]). - */ - - int inputNameToIndex(String inputName); - int outputNameToIndex(String outputName); - }; - - //! Classical recurrent layer - class CV_EXPORTS RNNLayer : public Layer - { - public: - /** Creates instance of RNNLayer */ - static Ptr create(const LayerParams& params); - - /** Setups learned weights. - - Recurrent-layer behavior on each step is defined by current input @f$ x_t @f$, previous state @f$ h_t @f$ and learned weights as follows: - @f{eqnarray*}{ - h_t &= tanh&(W_{hh} h_{t-1} + W_{xh} x_t + b_h), \\ - o_t &= tanh&(W_{ho} h_t + b_o), - @f} - - @param Wxh is @f$ W_{xh} @f$ matrix - @param bh is @f$ b_{h} @f$ vector - @param Whh is @f$ W_{hh} @f$ matrix - @param Who is @f$ W_{xo} @f$ matrix - @param bo is @f$ b_{o} @f$ vector - */ - virtual void setWeights(const Mat &Wxh, const Mat &bh, const Mat &Whh, const Mat &Who, const Mat &bo) = 0; - - /** @brief If this flag is set to true then layer will produce @f$ h_t @f$ as second output. - * @details Shape of the second output is the same as first output. - */ - virtual void setProduceHiddenOutput(bool produce = false) = 0; - - /** Accepts two inputs @f$x_t@f$ and @f$h_{t-1}@f$ and compute two outputs @f$o_t@f$ and @f$h_t@f$. - - @param input should contain packed input @f$x_t@f$. - @param output should contain output @f$o_t@f$ (and @f$h_t@f$ if setProduceHiddenOutput() is set to true). - - @p input[0] should have shape [`T`, `N`, `data_dims`] where `T` and `N` is number of timestamps and number of independent samples of @f$x_t@f$ respectively. - - @p output[0] will have shape [`T`, `N`, @f$N_o@f$], where @f$N_o@f$ is number of rows in @f$ W_{xo} @f$ matrix. - - If setProduceHiddenOutput() is set to true then @p output[1] will contain a Mat with shape [`T`, `N`, @f$N_h@f$], where @f$N_h@f$ is number of rows in @f$ W_{hh} @f$ matrix. - */ - }; - - class CV_EXPORTS BaseConvolutionLayer : public Layer - { - public: - Size kernel, stride, pad, dilation, adjustPad; - String padMode; - }; - - class CV_EXPORTS ActivationLayer; - class CV_EXPORTS BatchNormLayer; - - class CV_EXPORTS ConvolutionLayer : public BaseConvolutionLayer - { - public: - virtual bool setActivation(const Ptr& layer) = 0; - virtual bool setBatchNorm(const Ptr& layer) = 0; - - static Ptr create(const LayerParams& params); - }; - - class CV_EXPORTS DeconvolutionLayer : public BaseConvolutionLayer - { - public: - static Ptr create(const LayerParams& params); - }; - - class CV_EXPORTS LRNLayer : public Layer - { - public: - enum Type - { - CHANNEL_NRM, - SPATIAL_NRM - }; - int type; - - int size; - float alpha, beta, bias; - bool normBySize; - - static Ptr create(const LayerParams& params); - }; - - class CV_EXPORTS PoolingLayer : public Layer - { - public: - enum Type - { - MAX, - AVE, - STOCHASTIC - }; - - int type; - Size kernel, stride, pad; - bool globalPooling; - bool computeMaxIdx; - String padMode; - - static Ptr create(const LayerParams& params); - }; - - class CV_EXPORTS SoftmaxLayer : public Layer - { - public: - bool logSoftMax; - - static Ptr create(const LayerParams& params); - }; - - class CV_EXPORTS InnerProductLayer : public Layer - { - public: - int axis; - static Ptr create(const LayerParams& params); - }; - - class CV_EXPORTS MVNLayer : public Layer - { - public: - float eps; - bool normVariance, acrossChannels; - - static Ptr create(const LayerParams& params); - }; - - /* Reshaping */ - - class CV_EXPORTS ReshapeLayer : public Layer - { - public: - MatShape newShapeDesc; - Range newShapeRange; - - static Ptr create(const LayerParams& params); - }; - - class CV_EXPORTS FlattenLayer : public Layer - { - public: - static Ptr create(const LayerParams ¶ms); - }; - - class CV_EXPORTS ConcatLayer : public Layer - { - public: - int axis; - - static Ptr create(const LayerParams ¶ms); - }; - - class CV_EXPORTS SplitLayer : public Layer - { - public: - int outputsCount; //!< Number of copies that will be produced (is ignored when negative). - - static Ptr create(const LayerParams ¶ms); - }; - - class CV_EXPORTS SliceLayer : public Layer - { - public: - int axis; - std::vector sliceIndices; - - static Ptr create(const LayerParams ¶ms); - }; - - class CV_EXPORTS PermuteLayer : public Layer - { - public: - static Ptr create(const LayerParams& params); - }; - - class CV_EXPORTS PaddingLayer : public Layer - { - public: - static Ptr create(const LayerParams& params); - }; - - /* Activations */ - class CV_EXPORTS ActivationLayer : public Layer - { - public: - virtual void forwardSlice(const float* src, float* dst, int len, - size_t outPlaneSize, int cn0, int cn1) const = 0; - }; - - class CV_EXPORTS ReLULayer : public ActivationLayer - { - public: - float negativeSlope; - - static Ptr create(const LayerParams ¶ms); - }; - - class CV_EXPORTS ChannelsPReLULayer : public ActivationLayer - { - public: - static Ptr create(const LayerParams& params); - }; - - class CV_EXPORTS TanHLayer : public ActivationLayer - { - public: - static Ptr create(const LayerParams ¶ms); - }; - - class CV_EXPORTS SigmoidLayer : public ActivationLayer - { - public: - static Ptr create(const LayerParams ¶ms); - }; - - class CV_EXPORTS BNLLLayer : public ActivationLayer - { - public: - static Ptr create(const LayerParams ¶ms); - }; - - class CV_EXPORTS AbsLayer : public ActivationLayer - { - public: - static Ptr create(const LayerParams ¶ms); - }; - - class CV_EXPORTS PowerLayer : public ActivationLayer - { - public: - float power, scale, shift; - - static Ptr create(const LayerParams ¶ms); - }; - - /* Layers used in semantic segmentation */ - - class CV_EXPORTS CropLayer : public Layer - { - public: - int startAxis; - std::vector offset; - - static Ptr create(const LayerParams ¶ms); - }; - - class CV_EXPORTS EltwiseLayer : public Layer - { - public: - enum EltwiseOp - { - PROD = 0, - SUM = 1, - MAX = 2, - }; - - static Ptr create(const LayerParams ¶ms); - }; - - class CV_EXPORTS BatchNormLayer : public Layer - { - public: - bool hasWeights, hasBias; - float epsilon; - - virtual void getScaleShift(Mat& scale, Mat& shift) const = 0; - static Ptr create(const LayerParams ¶ms); - }; - - class CV_EXPORTS MaxUnpoolLayer : public Layer - { - public: - Size poolKernel; - Size poolPad; - Size poolStride; - - static Ptr create(const LayerParams ¶ms); - }; - - class CV_EXPORTS ScaleLayer : public Layer - { - public: - bool hasBias; - - static Ptr create(const LayerParams& params); - }; - - class CV_EXPORTS ShiftLayer : public Layer - { - public: - static Ptr create(const LayerParams& params); - }; - - class CV_EXPORTS PriorBoxLayer : public Layer - { - public: - static Ptr create(const LayerParams& params); - }; - - class CV_EXPORTS DetectionOutputLayer : public Layer - { - public: - static Ptr create(const LayerParams& params); - }; - - class NormalizeBBoxLayer : public Layer - { - public: - static Ptr create(const LayerParams& params); - }; - -//! @} -//! @} - -} -} -#endif diff --git a/modules/dnn/include/opencv2/dnn/dict.hpp b/modules/dnn/include/opencv2/dnn/dict.hpp deleted file mode 100644 index 1096cc0ff..000000000 --- a/modules/dnn/include/opencv2/dnn/dict.hpp +++ /dev/null @@ -1,146 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -#ifndef __OPENCV_DNN_DNN_DICT_HPP__ -#define __OPENCV_DNN_DNN_DICT_HPP__ - -#include -#include -#include - -namespace cv -{ -namespace dnn -{ -//! @addtogroup dnn -//! @{ - -/** @brief This struct stores the scalar value (or array) of one of the following type: double, cv::String or int64. - * @todo Maybe int64 is useless because double type exactly stores at least 2^52 integers. - */ -struct DictValue -{ - DictValue(const DictValue &r); - DictValue(int64 i = 0) : type(Param::INT), pi(new AutoBuffer) { (*pi)[0] = i; } //!< Constructs integer scalar - DictValue(int i) : type(Param::INT), pi(new AutoBuffer) { (*pi)[0] = i; } //!< Constructs integer scalar - DictValue(unsigned p) : type(Param::INT), pi(new AutoBuffer) { (*pi)[0] = p; } //!< Constructs integer scalar - DictValue(double p) : type(Param::REAL), pd(new AutoBuffer) { (*pd)[0] = p; } //!< Constructs floating point scalar - DictValue(const String &s) : type(Param::STRING), ps(new AutoBuffer) { (*ps)[0] = s; } //!< Constructs string scalar - DictValue(const char *s) : type(Param::STRING), ps(new AutoBuffer) { (*ps)[0] = s; } //!< @overload - - template - static DictValue arrayInt(TypeIter begin, int size); //!< Constructs integer array - template - static DictValue arrayReal(TypeIter begin, int size); //!< Constructs floating point array - template - static DictValue arrayString(TypeIter begin, int size); //!< Constructs array of strings - - template - T get(int idx = -1) const; //!< Tries to convert array element with specified index to requested type and returns its. - - int size() const; - - bool isInt() const; - bool isString() const; - bool isReal() const; - - DictValue &operator=(const DictValue &r); - - friend std::ostream &operator<<(std::ostream &stream, const DictValue &dictv); - - ~DictValue(); - -private: - - int type; - - union - { - AutoBuffer *pi; - AutoBuffer *pd; - AutoBuffer *ps; - void *pv; - }; - - DictValue(int _type, void *_p) : type(_type), pv(_p) {} - void release(); -}; - -/** @brief This class implements name-value dictionary, values are instances of DictValue. */ -class CV_EXPORTS Dict -{ - typedef std::map _Dict; - _Dict dict; - -public: - - //! Checks a presence of the @p key in the dictionary. - bool has(const String &key) const; - - //! If the @p key in the dictionary then returns pointer to its value, else returns NULL. - DictValue *ptr(const String &key); - - /** @overload */ - const DictValue *ptr(const String &key) const; - - //! If the @p key in the dictionary then returns its value, else an error will be generated. - const DictValue &get(const String &key) const; - - /** @overload */ - template - T get(const String &key) const; - - //! If the @p key in the dictionary then returns its value, else returns @p defaultValue. - template - T get(const String &key, const T &defaultValue) const; - - //! Sets new @p value for the @p key, or adds new key-value pair into the dictionary. - template - const T &set(const String &key, const T &value); - - friend std::ostream &operator<<(std::ostream &stream, const Dict &dict); -}; - -//! @} -} -} - -#endif diff --git a/modules/dnn/include/opencv2/dnn/dnn.hpp b/modules/dnn/include/opencv2/dnn/dnn.hpp deleted file mode 100644 index 7a85da78c..000000000 --- a/modules/dnn/include/opencv2/dnn/dnn.hpp +++ /dev/null @@ -1,655 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -#ifndef __OPENCV_DNN_DNN_HPP__ -#define __OPENCV_DNN_DNN_HPP__ - -#include -#include -#include - -namespace cv -{ -namespace dnn //! This namespace is used for dnn module functionlaity. -{ -//! @addtogroup dnn -//! @{ - - typedef std::vector MatShape; - - /** - * @brief Enum of computation backends supported by layers. - */ - enum Backend - { - DNN_BACKEND_DEFAULT, - DNN_BACKEND_HALIDE - }; - - /** - * @brief Enum of target devices for computations. - */ - enum Target - { - DNN_TARGET_CPU, - DNN_TARGET_OPENCL - }; - - /** @brief Initialize dnn module and built-in layers. - * - * This function automatically called on most of OpenCV builds, - * but you need to call it manually on some specific configurations (iOS for example). - */ - CV_EXPORTS_W void initModule(); - - /** @brief This class provides all data needed to initialize layer. - * - * It includes dictionary with scalar params (which can be readed by using Dict interface), - * blob params #blobs and optional meta information: #name and #type of layer instance. - */ - class CV_EXPORTS LayerParams : public Dict - { - public: - //TODO: Add ability to name blob params - std::vector blobs; //!< List of learned parameters stored as blobs. - - String name; //!< Name of the layer instance (optional, can be used internal purposes). - String type; //!< Type name which was used for creating layer by layer factory (optional). - }; - - /** - * @brief Derivatives of this class encapsulates functions of certain backends. - */ - class BackendNode - { - public: - BackendNode(int backendId); - - virtual ~BackendNode(); //!< Virtual destructor to make polymorphism. - - int backendId; //!< Backend identifier. - }; - - /** - * @brief Derivatives of this class wraps cv::Mat for different backends and targets. - */ - class BackendWrapper - { - public: - BackendWrapper(int backendId, int targetId); - - /** - * @brief Wrap cv::Mat for specific backend and target. - * @param[in] targetId Target identifier. - * @param[in] m cv::Mat for wrapping. - * - * Make CPU->GPU data transfer if it's require for the target. - */ - BackendWrapper(int targetId, const cv::Mat& m); - - /** - * @brief Make wrapper for reused cv::Mat. - * @param[in] base Wrapper of cv::Mat that will be reused. - * @param[in] shape Specific shape. - * - * Initialize wrapper from another one. It'll wrap the same host CPU - * memory and mustn't allocate memory on device(i.e. GPU). It might - * has different shape. Use in case of CPU memory reusing for reuse - * associented memory on device too. - */ - BackendWrapper(const Ptr& base, const MatShape& shape); - - virtual ~BackendWrapper(); //!< Virtual destructor to make polymorphism. - - /** - * @brief Transfer data to CPU host memory. - */ - virtual void copyToHost() = 0; - - int backendId; //!< Backend identifier. - int targetId; //!< Target identifier. - }; - - /** @brief This interface class allows to build new Layers - are building blocks of networks. - * - * Each class, derived from Layer, must implement allocate() methods to declare own outputs and forward() to compute outputs. - * Also before using the new layer into networks you must register your layer by using one of @ref dnnLayerFactory "LayerFactory" macros. - */ - class CV_EXPORTS_W Layer - { - public: - - //! List of learned parameters must be stored here to allow read them by using Net::getParam(). - CV_PROP_RW std::vector blobs; - - /** @brief Computes and sets internal parameters according to inputs, outputs and blobs. - * @param[in] input vector of already allocated input blobs - * @param[out] output vector of already allocated output blobs - * - * If this method is called after network has allocated all memory for input and output blobs - * and before inferencing. - */ - virtual void finalize(const std::vector &input, std::vector &output); - - /** @brief Given the @p input blobs, computes the output @p blobs. - * @param[in] input the input blobs. - * @param[out] output allocated output blobs, which will store results of the computation. - * @param[out] internals allocated internal blobs - */ - virtual void forward(std::vector &input, std::vector &output, std::vector &internals) = 0; - - /** @brief @overload */ - CV_WRAP void finalize(const std::vector &inputs, CV_OUT std::vector &outputs); - - /** @brief @overload */ - CV_WRAP std::vector finalize(const std::vector &inputs); - - /** @brief @overload */ - CV_WRAP void forward(const std::vector &inputs, CV_IN_OUT std::vector &outputs, - CV_IN_OUT std::vector &internals); - - /** @brief Allocates layer and computes output. */ - CV_WRAP void run(const std::vector &inputs, CV_OUT std::vector &outputs, - CV_IN_OUT std::vector &internals); - - /** @brief Returns index of input blob into the input array. - * @param inputName label of input blob - * - * Each layer input and output can be labeled to easily identify them using "%[.output_name]" notation. - * This method maps label of input blob to its index into input vector. - */ - virtual int inputNameToIndex(String inputName); - /** @brief Returns index of output blob in output array. - * @see inputNameToIndex() - */ - virtual int outputNameToIndex(String outputName); - - /** - * @brief Ask layer if it support specific backend for doing computations. - * @param[in] backendId computation backend identifier. - * @see Backend - */ - virtual bool supportBackend(int backendId); - - /** - * @brief Returns Halide backend node. - * @param[in] inputs Input Halide buffers. - * @see BackendNode, BackendWrapper - * - * Input buffers should be exactly the same that will be used in forward invocations. - * Despite we can use Halide::ImageParam based on input shape only, - * it helps prevent some memory management issues (if something wrong, - * Halide tests will be failed). - */ - virtual Ptr initHalide(const std::vector > &inputs); - - /** - * @brief Automatic Halide scheduling based on layer hyper-parameters. - * @param[in] node Backend node with Halide functions. - * @param[in] inputs Blobs that will be used in forward invocations. - * @param[in] outputs Blobs that will be used in forward invocations. - * @param[in] targetId Target identifier - * @see BackendNode, Target - * - * Layer don't use own Halide::Func members because we can have applied - * layers fusing. In this way the fused function should be scheduled. - */ - virtual void applyHalideScheduler(Ptr& node, - const std::vector &inputs, - const std::vector &outputs, - int targetId) const; - - /** - * @brief Implement layers fusing. - * @param[in] node Backend node of bottom layer. - * @see BackendNode - * - * Actual for graph-based backends. If layer attached successfully, - * returns non-empty cv::Ptr to node of the same backend. - * Fuse only over the last function. - */ - virtual Ptr tryAttach(const Ptr& node); - - virtual bool getMemoryShapes(const std::vector &inputs, - const int requiredOutputs, - std::vector &outputs, - std::vector &internals) const; - virtual int64 getFLOPS(const std::vector &inputs, - const std::vector &outputs) const {(void)inputs; (void)outputs; return 0;} - - CV_PROP String name; //!< Name of the layer instance, can be used for logging or other internal purposes. - CV_PROP String type; //!< Type name which was used for creating layer by layer factory. - - Layer(); - explicit Layer(const LayerParams ¶ms); //!< Initializes only #name, #type and #blobs fields. - void setParamsFrom(const LayerParams ¶ms); //!< Initializes only #name, #type and #blobs fields. - virtual ~Layer(); - }; - - /** @brief This class allows to create and manipulate comprehensive artificial neural networks. - * - * Neural network is presented as directed acyclic graph (DAG), where vertices are Layer instances, - * and edges specify relationships between layers inputs and outputs. - * - * Each network layer has unique integer id and unique string name inside its network. - * LayerId can store either layer name or layer id. - * - * This class supports reference counting of its instances, i. e. copies point to the same instance. - */ - class CV_EXPORTS_W_SIMPLE Net - { - public: - - CV_WRAP Net(); //!< Default constructor. - CV_WRAP ~Net(); //!< Destructor frees the net only if there aren't references to the net anymore. - - /** Returns true if there are no layers in the network. */ - CV_WRAP bool empty() const; - - /** @brief Adds new layer to the net. - * @param name unique name of the adding layer. - * @param type typename of the adding layer (type must be registered in LayerRegister). - * @param params parameters which will be used to initialize the creating layer. - * @returns unique identifier of created layer, or -1 if a failure will happen. - */ - int addLayer(const String &name, const String &type, LayerParams ¶ms); - /** @brief Adds new layer and connects its first input to the first output of previously added layer. - * @see addLayer() - */ - int addLayerToPrev(const String &name, const String &type, LayerParams ¶ms); - - /** @brief Converts string name of the layer to the integer identifier. - * @returns id of the layer, or -1 if the layer wasn't found. - */ - CV_WRAP int getLayerId(const String &layer); - - CV_WRAP std::vector getLayerNames() const; - - /** @brief Container for strings and integers. */ - typedef DictValue LayerId; - - /** @brief Returns pointer to layer with specified name which the network use. */ - CV_WRAP Ptr getLayer(LayerId layerId); - - /** @brief Returns pointers to input layers of specific layer. */ - CV_WRAP std::vector > getLayerInputs(LayerId layerId); - - /** @brief Delete layer for the network (not implemented yet) */ - CV_WRAP void deleteLayer(LayerId layer); - - /** @brief Connects output of the first layer to input of the second layer. - * @param outPin descriptor of the first layer output. - * @param inpPin descriptor of the second layer input. - * - * Descriptors have the following template <layer_name>[.input_number]: - * - the first part of the template layer_name is sting name of the added layer. - * If this part is empty then the network input pseudo layer will be used; - * - the second optional part of the template input_number - * is either number of the layer input, either label one. - * If this part is omitted then the first layer input will be used. - * - * @see setNetInputs(), Layer::inputNameToIndex(), Layer::outputNameToIndex() - */ - CV_WRAP void connect(String outPin, String inpPin); - - /** @brief Connects #@p outNum output of the first layer to #@p inNum input of the second layer. - * @param outLayerId identifier of the first layer - * @param inpLayerId identifier of the second layer - * @param outNum number of the first layer output - * @param inpNum number of the second layer input - */ - void connect(int outLayerId, int outNum, int inpLayerId, int inpNum); - - /** @brief Sets outputs names of the network input pseudo layer. - * - * Each net always has special own the network input pseudo layer with id=0. - * This layer stores the user blobs only and don't make any computations. - * In fact, this layer provides the only way to pass user data into the network. - * As any other layer, this layer can label its outputs and this function provides an easy way to do this. - */ - CV_WRAP void setInputsNames(const std::vector &inputBlobNames); - - /** @brief Runs forward pass to compute output of layer with name @p outputName. - * @param outputName name for layer which output is needed to get - * @return blob for first output of specified layer. - * @details By default runs forward pass for the whole network. - */ - CV_WRAP Mat forward(const String& outputName = String()); - - /** @brief Runs forward pass to compute output of layer with name @p outputName. - * @param outputBlobs contains all output blobs for specified layer. - * @param outputName name for layer which output is needed to get - * @details If @p outputName is empty, runs forward pass for the whole network. - */ - CV_WRAP void forward(std::vector& outputBlobs, const String& outputName = String()); - - /** @brief Runs forward pass to compute outputs of layers listed in @p outBlobNames. - * @param outputBlobs contains blobs for first outputs of specified layers. - * @param outBlobNames names for layers which outputs are needed to get - */ - CV_WRAP void forward(std::vector& outputBlobs, - const std::vector& outBlobNames); - - /** @brief Runs forward pass to compute outputs of layers listed in @p outBlobNames. - * @param outputBlobs contains all output blobs for each layer specified in @p outBlobNames. - * @param outBlobNames names for layers which outputs are needed to get - */ - CV_WRAP void forward(std::vector >& outputBlobs, - const std::vector& outBlobNames); - - //TODO: - /** @brief Optimized forward. - * @warning Not implemented yet. - * @details Makes forward only those layers which weren't changed after previous forward(). - */ - void forwardOpt(LayerId toLayer); - /** @overload */ - void forwardOpt(const std::vector &toLayers); - - /** - * @brief Compile Halide layers. - * @param[in] scheduler Path to YAML file with scheduling directives. - * @see setPreferableBackend - * - * Schedule layers that support Halide backend. Then compile them for - * specific target. For layers that not represented in scheduling file - * or if no manual scheduling used at all, automatic scheduling will be applied. - */ - void setHalideScheduler(const String& scheduler); - - /** - * @brief Ask network to use specific computation backend where it supported. - * @param[in] backendId backend identifier. - * @see Backend - */ - void setPreferableBackend(int backendId); - - /** - * @brief Ask network to make computations on specific target device. - * @param[in] targetId target identifier. - * @see Target - */ - void setPreferableTarget(int targetId); - - /** @brief Sets the new value for the layer output blob - * @param name descriptor of the updating layer output blob. - * @param blob new blob. - * @see connect(String, String) to know format of the descriptor. - * @note If updating blob is not empty then @p blob must have the same shape, - * because network reshaping is not implemented yet. - */ - CV_WRAP void setInput(const Mat &blob, const String& name = ""); - - /** @brief Sets the new value for the learned param of the layer. - * @param layer name or id of the layer. - * @param numParam index of the layer parameter in the Layer::blobs array. - * @param blob the new value. - * @see Layer::blobs - * @note If shape of the new blob differs from the previous shape, - * then the following forward pass may fail. - */ - CV_WRAP void setParam(LayerId layer, int numParam, const Mat &blob); - - /** @brief Returns parameter blob of the layer. - * @param layer name or id of the layer. - * @param numParam index of the layer parameter in the Layer::blobs array. - * @see Layer::blobs - */ - CV_WRAP Mat getParam(LayerId layer, int numParam = 0); - - /** @brief Returns indexes of layers with unconnected outputs. - */ - CV_WRAP std::vector getUnconnectedOutLayers() const; - /** @brief Returns input and output shapes for all layers in loaded model; - * preliminary inferencing isn't necessary. - * @param netInputShapes shapes for all input blobs in net input layer. - * @param layersIds output parameter for layer IDs. - * @param inLayersShapes output parameter for input layers shapes; - * order is the same as in layersIds - * @param outLayersShapes output parameter for output layers shapes; - * order is the same as in layersIds - */ - CV_WRAP void getLayersShapes(const std::vector& netInputShapes, - std::vector* layersIds, - std::vector >* inLayersShapes, - std::vector >* outLayersShapes) const; - - /** @overload */ - CV_WRAP void getLayersShapes(const MatShape& netInputShape, - std::vector* layersIds, - std::vector >* inLayersShapes, - std::vector >* outLayersShapes) const; - - /** @brief Returns input and output shapes for layer with specified - * id in loaded model; preliminary inferencing isn't necessary. - * @param netInputShape shape input blob in net input layer. - * @param layerId id for layer. - * @param inLayerShapes output parameter for input layers shapes; - * order is the same as in layersIds - * @param outLayerShapes output parameter for output layers shapes; - * order is the same as in layersIds - */ - CV_WRAP void getLayerShapes(const MatShape& netInputShape, - const int layerId, - std::vector* inLayerShapes, - std::vector* outLayerShapes) const; - - /** @overload */ - CV_WRAP void getLayerShapes(const std::vector& netInputShapes, - const int layerId, - std::vector* inLayerShapes, - std::vector* outLayerShapes) const; - /** @brief Computes FLOP for whole loaded model with specified input shapes. - * @param netInputShapes vector of shapes for all net inputs. - * @returns computed FLOP. - */ - CV_WRAP int64 getFLOPS(const std::vector& netInputShapes) const; - /** @overload */ - CV_WRAP int64 getFLOPS(const MatShape& netInputShape) const; - /** @overload */ - CV_WRAP int64 getFLOPS(const int layerId, - const std::vector& netInputShapes) const; - /** @overload */ - CV_WRAP int64 getFLOPS(const int layerId, - const MatShape& netInputShape) const; - - /** @brief Returns list of types for layer used in model. - * @param layersTypes output parameter for returning types. - */ - CV_WRAP void getLayerTypes(std::vector& layersTypes) const; - - /** @brief Returns count of layers of specified type. - * @param layerType type. - * @returns count of layers - */ - CV_WRAP int getLayersCount(const String& layerType) const; - - /** @brief Computes bytes number which are requered to store - * all weights and intermediate blobs for model. - * @param netInputShapes vector of shapes for all net inputs. - * @param weights output parameter to store resulting bytes for weights. - * @param blobs output parameter to store resulting bytes for intermediate blobs. - */ - CV_WRAP void getMemoryConsumption(const std::vector& netInputShapes, - size_t& weights, size_t& blobs) const; - /** @overload */ - CV_WRAP void getMemoryConsumption(const MatShape& netInputShape, - size_t& weights, size_t& blobs) const; - /** @overload */ - CV_WRAP void getMemoryConsumption(const int layerId, - const std::vector& netInputShapes, - size_t& weights, size_t& blobs) const; - /** @overload */ - CV_WRAP void getMemoryConsumption(const int layerId, - const MatShape& netInputShape, - size_t& weights, size_t& blobs) const; - - /** @brief Computes bytes number which are requered to store - * all weights and intermediate blobs for each layer. - * @param netInputShapes vector of shapes for all net inputs. - * @param layerIds output vector to save layer IDs. - * @param weights output parameter to store resulting bytes for weights. - * @param blobs output parameter to store resulting bytes for intermediate blobs. - */ - CV_WRAP void getMemoryConsumption(const std::vector& netInputShapes, - std::vector& layerIds, std::vector& weights, - std::vector& blobs) const; - /** @overload */ - CV_WRAP void getMemoryConsumption(const MatShape& netInputShape, - std::vector& layerIds, std::vector& weights, - std::vector& blobs) const; - private: - - struct Impl; - Ptr impl; - }; - - /** @brief Small interface class for loading trained serialized models of different dnn-frameworks. */ - class CV_EXPORTS_W Importer - { - public: - - /** @brief Adds loaded layers into the @p net and sets connections between them. */ - CV_WRAP virtual void populateNet(Net net) = 0; - - virtual ~Importer(); - }; - - /** @brief Creates the importer of Caffe framework network. - * @param prototxt path to the .prototxt file with text description of the network architecture. - * @param caffeModel path to the .caffemodel file with learned network. - * @returns Pointer to the created importer, NULL in failure cases. - */ - CV_EXPORTS_W Ptr createCaffeImporter(const String &prototxt, const String &caffeModel = String()); - - /** @brief Reads a network model stored in Caffe model files. - * @details This is shortcut consisting from createCaffeImporter and Net::populateNet calls. - */ - CV_EXPORTS_W Net readNetFromCaffe(const String &prototxt, const String &caffeModel = String()); - - /** @brief Reads a network model stored in Tensorflow model file. - * @details This is shortcut consisting from createTensorflowImporter and Net::populateNet calls. - */ - CV_EXPORTS_W Net readNetFromTensorflow(const String &model); - - /** @brief Reads a network model stored in Torch model file. - * @details This is shortcut consisting from createTorchImporter and Net::populateNet calls. - */ - CV_EXPORTS_W Net readNetFromTorch(const String &model, bool isBinary = true); - - /** @brief Creates the importer of TensorFlow framework network. - * @param model path to the .pb file with binary protobuf description of the network architecture. - * @returns Pointer to the created importer, NULL in failure cases. - */ - CV_EXPORTS Ptr createTensorflowImporter(const String &model); - - /** @brief Creates the importer of Torch7 framework network. - * @param filename path to the file, dumped from Torch by using torch.save() function. - * @param isBinary specifies whether the network was serialized in ascii mode or binary. - * @returns Pointer to the created importer, NULL in failure cases. - * - * @warning Torch7 importer is experimental now, you need explicitly set CMake `opencv_dnn_BUILD_TORCH_IMPORTER` flag to compile its. - * - * @note Ascii mode of Torch serializer is more preferable, because binary mode extensively use `long` type of C language, - * which has various bit-length on different systems. - * - * The loading file must contain serialized nn.Module object - * with importing network. Try to eliminate a custom objects from serialazing data to avoid importing errors. - * - * List of supported layers (i.e. object instances derived from Torch nn.Module class): - * - nn.Sequential - * - nn.Parallel - * - nn.Concat - * - nn.Linear - * - nn.SpatialConvolution - * - nn.SpatialMaxPooling, nn.SpatialAveragePooling - * - nn.ReLU, nn.TanH, nn.Sigmoid - * - nn.Reshape - * - nn.SoftMax, nn.LogSoftMax - * - * Also some equivalents of these classes from cunn, cudnn, and fbcunn may be successfully imported. - */ - CV_EXPORTS_W Ptr createTorchImporter(const String &filename, bool isBinary = true); - - /** @brief Loads blob which was serialized as torch.Tensor object of Torch7 framework. - * @warning This function has the same limitations as createTorchImporter(). - */ - CV_EXPORTS_W Mat readTorchBlob(const String &filename, bool isBinary = true); - /** @brief Creates 4-dimensional blob from image. Optionally resizes and crops @p image from center, - * subtract @p mean values, scales values by @p scalefactor, swap Blue and Red channels. - * @param image input image (with 1- or 3-channels). - * @param size spatial size for output image - * @param mean scalar with mean values which are subtracted from channels. Values are intended - * to be in (mean-R, mean-G, mean-B) order if @p image has BGR ordering and @p swapRB is true. - * @param scalefactor multiplier for @p image values. - * @param swapRB flag which indicates that swap first and last channels - * in 3-channel image is necessary. - * @details input image is resized so one side after resize is equal to corresponing - * dimension in @p size and another one is equal or larger. Then, crop from the center is performed. - * @returns 4-dimansional Mat with NCHW dimensions order. - */ - CV_EXPORTS_W Mat blobFromImage(const Mat& image, double scalefactor=1.0, const Size& size = Size(), - const Scalar& mean = Scalar(), bool swapRB=true); - /** @brief Creates 4-dimensional blob from series of images. Optionally resizes and - * crops @p images from center, subtract @p mean values, scales values by @p scalefactor, - * swap Blue and Red channels. - * @param images input images (all with 1- or 3-channels). - * @param size spatial size for output image - * @param mean scalar with mean values which are subtracted from channels. Values are intended - * to be in (mean-R, mean-G, mean-B) order if @p image has BGR ordering and @p swapRB is true. - * @param scalefactor multiplier for @p images values. - * @param swapRB flag which indicates that swap first and last channels - * in 3-channel image is necessary. - * @details input image is resized so one side after resize is equal to corresponing - * dimension in @p size and another one is equal or larger. Then, crop from the center is performed. - * @returns 4-dimansional Mat with NCHW dimensions order. - */ - CV_EXPORTS_W Mat blobFromImages(const std::vector& images, double scalefactor=1.0, - Size size = Size(), const Scalar& mean = Scalar(), bool swapRB=true); - -//! @} -} -} - -#include -#include - -#endif /* __OPENCV_DNN_DNN_HPP__ */ diff --git a/modules/dnn/include/opencv2/dnn/dnn.inl.hpp b/modules/dnn/include/opencv2/dnn/dnn.inl.hpp deleted file mode 100644 index 8a3c72ee9..000000000 --- a/modules/dnn/include/opencv2/dnn/dnn.inl.hpp +++ /dev/null @@ -1,357 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -#ifndef __OPENCV_DNN_DNN_INL_HPP__ -#define __OPENCV_DNN_DNN_INL_HPP__ - -#include - -namespace cv -{ -namespace dnn -{ - -template -DictValue DictValue::arrayInt(TypeIter begin, int size) -{ - DictValue res(Param::INT, new AutoBuffer(size)); - for (int j = 0; j < size; begin++, j++) - (*res.pi)[j] = *begin; - return res; -} - -template -DictValue DictValue::arrayReal(TypeIter begin, int size) -{ - DictValue res(Param::REAL, new AutoBuffer(size)); - for (int j = 0; j < size; begin++, j++) - (*res.pd)[j] = *begin; - return res; -} - -template -DictValue DictValue::arrayString(TypeIter begin, int size) -{ - DictValue res(Param::STRING, new AutoBuffer(size)); - for (int j = 0; j < size; begin++, j++) - (*res.ps)[j] = *begin; - return res; -} - -template<> -inline DictValue DictValue::get(int idx) const -{ - CV_Assert(idx == -1); - return *this; -} - -template<> -inline int64 DictValue::get(int idx) const -{ - CV_Assert((idx == -1 && size() == 1) || (idx >= 0 && idx < size())); - idx = (idx == -1) ? 0 : idx; - - if (type == Param::INT) - { - return (*pi)[idx]; - } - else if (type == Param::REAL) - { - double doubleValue = (*pd)[idx]; - - double fracpart, intpart; - fracpart = std::modf(doubleValue, &intpart); - CV_Assert(fracpart == 0.0); - - return (int64)doubleValue; - } - else - { - CV_Assert(isInt() || isReal()); - return 0; - } -} - -template<> -inline int DictValue::get(int idx) const -{ - return (int)get(idx); -} - -template<> -inline unsigned DictValue::get(int idx) const -{ - return (unsigned)get(idx); -} - -template<> -inline bool DictValue::get(int idx) const -{ - return (get(idx) != 0); -} - -template<> -inline double DictValue::get(int idx) const -{ - CV_Assert((idx == -1 && size() == 1) || (idx >= 0 && idx < size())); - idx = (idx == -1) ? 0 : idx; - - if (type == Param::REAL) - { - return (*pd)[idx]; - } - else if (type == Param::INT) - { - return (double)(*pi)[idx]; - } - else - { - CV_Assert(isReal() || isInt()); - return 0; - } -} - -template<> -inline float DictValue::get(int idx) const -{ - return (float)get(idx); -} - -template<> -inline String DictValue::get(int idx) const -{ - CV_Assert(isString()); - CV_Assert((idx == -1 && ps->size() == 1) || (idx >= 0 && idx < (int)ps->size())); - return (*ps)[(idx == -1) ? 0 : idx]; -} - -inline void DictValue::release() -{ - switch (type) - { - case Param::INT: - delete pi; - break; - case Param::STRING: - delete ps; - break; - case Param::REAL: - delete pd; - break; - } -} - -inline DictValue::~DictValue() -{ - release(); -} - -inline DictValue & DictValue::operator=(const DictValue &r) -{ - if (&r == this) - return *this; - - if (r.type == Param::INT) - { - AutoBuffer *tmp = new AutoBuffer(*r.pi); - release(); - pi = tmp; - } - else if (r.type == Param::STRING) - { - AutoBuffer *tmp = new AutoBuffer(*r.ps); - release(); - ps = tmp; - } - else if (r.type == Param::REAL) - { - AutoBuffer *tmp = new AutoBuffer(*r.pd); - release(); - pd = tmp; - } - - type = r.type; - - return *this; -} - -inline DictValue::DictValue(const DictValue &r) -{ - type = r.type; - - if (r.type == Param::INT) - pi = new AutoBuffer(*r.pi); - else if (r.type == Param::STRING) - ps = new AutoBuffer(*r.ps); - else if (r.type == Param::REAL) - pd = new AutoBuffer(*r.pd); -} - -inline bool DictValue::isString() const -{ - return (type == Param::STRING); -} - -inline bool DictValue::isInt() const -{ - return (type == Param::INT); -} - -inline bool DictValue::isReal() const -{ - return (type == Param::REAL || type == Param::INT); -} - -inline int DictValue::size() const -{ - switch (type) - { - case Param::INT: - return (int)pi->size(); - break; - case Param::STRING: - return (int)ps->size(); - break; - case Param::REAL: - return (int)pd->size(); - break; - default: - CV_Error(Error::StsInternal, ""); - return -1; - } -} - -inline std::ostream &operator<<(std::ostream &stream, const DictValue &dictv) -{ - int i; - - if (dictv.isInt()) - { - for (i = 0; i < dictv.size() - 1; i++) - stream << dictv.get(i) << ", "; - stream << dictv.get(i); - } - else if (dictv.isReal()) - { - for (i = 0; i < dictv.size() - 1; i++) - stream << dictv.get(i) << ", "; - stream << dictv.get(i); - } - else if (dictv.isString()) - { - for (i = 0; i < dictv.size() - 1; i++) - stream << "\"" << dictv.get(i) << "\", "; - stream << dictv.get(i); - } - - return stream; -} - -///////////////////////////////////////////////////////////////// - -inline bool Dict::has(const String &key) const -{ - return dict.count(key) != 0; -} - -inline DictValue *Dict::ptr(const String &key) -{ - _Dict::iterator i = dict.find(key); - return (i == dict.end()) ? NULL : &i->second; -} - -inline const DictValue *Dict::ptr(const String &key) const -{ - _Dict::const_iterator i = dict.find(key); - return (i == dict.end()) ? NULL : &i->second; -} - -inline const DictValue &Dict::get(const String &key) const -{ - _Dict::const_iterator i = dict.find(key); - if (i == dict.end()) - CV_Error(Error::StsObjectNotFound, "Required argument \"" + key + "\" not found into dictionary"); - return i->second; -} - -template -inline T Dict::get(const String &key) const -{ - return this->get(key).get(); -} - -template -inline T Dict::get(const String &key, const T &defaultValue) const -{ - _Dict::const_iterator i = dict.find(key); - - if (i != dict.end()) - return i->second.get(); - else - return defaultValue; -} - -template -inline const T &Dict::set(const String &key, const T &value) -{ - _Dict::iterator i = dict.find(key); - - if (i != dict.end()) - i->second = DictValue(value); - else - dict.insert(std::make_pair(key, DictValue(value))); - - return value; -} - -inline std::ostream &operator<<(std::ostream &stream, const Dict &dict) -{ - Dict::_Dict::const_iterator it; - for (it = dict.dict.begin(); it != dict.dict.end(); it++) - stream << it->first << " : " << it->second << "\n"; - - return stream; -} - -} -} - -#endif diff --git a/modules/dnn/include/opencv2/dnn/layer.hpp b/modules/dnn/include/opencv2/dnn/layer.hpp deleted file mode 100644 index af663dd3e..000000000 --- a/modules/dnn/include/opencv2/dnn/layer.hpp +++ /dev/null @@ -1,148 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -#ifndef __OPENCV_DNN_LAYER_HPP__ -#define __OPENCV_DNN_LAYER_HPP__ -#include - -namespace cv -{ -namespace dnn -{ -//! @addtogroup dnn -//! @{ -//! -//! @defgroup dnnLayerFactory Utilities for New Layers Registration -//! @{ - -/** @brief %Layer factory allows to create instances of registered layers. */ -class CV_EXPORTS LayerFactory -{ -public: - - //! Each Layer class must provide this function to the factory - typedef Ptr(*Constuctor)(LayerParams ¶ms); - - //! Registers the layer class with typename @p type and specified @p constructor. - static void registerLayer(const String &type, Constuctor constructor); - - //! Unregisters registered layer with specified type name. - static void unregisterLayer(const String &type); - - /** @brief Creates instance of registered layer. - * @param type type name of creating layer. - * @param params parameters which will be used for layer initialization. - */ - static Ptr createLayerInstance(const String &type, LayerParams& params); - -private: - LayerFactory(); - - struct Impl; - static Ptr impl(); -}; - -/** @brief Registers layer constructor in runtime. -* @param type string, containing type name of the layer. -* @param constuctorFunc pointer to the function of type LayerRegister::Constuctor, which creates the layer. -* @details This macros must be placed inside the function code. -*/ -#define REG_RUNTIME_LAYER_FUNC(type, constuctorFunc) \ - cv::dnn::LayerFactory::registerLayer(#type, constuctorFunc); - -/** @brief Registers layer class in runtime. - * @param type string, containing type name of the layer. - * @param class C++ class, derived from Layer. - * @details This macros must be placed inside the function code. - */ -#define REG_RUNTIME_LAYER_CLASS(type, class) \ - cv::dnn::LayerFactory::registerLayer(#type, _layerDynamicRegisterer); - -/** @brief Registers layer constructor on module load time. -* @param type string, containing type name of the layer. -* @param constuctorFunc pointer to the function of type LayerRegister::Constuctor, which creates the layer. -* @details This macros must be placed outside the function code. -*/ -#define REG_STATIC_LAYER_FUNC(type, constuctorFunc) \ -static cv::dnn::_LayerStaticRegisterer __LayerStaticRegisterer_##type(#type, constuctorFunc); - -/** @brief Registers layer class on module load time. - * @param type string, containing type name of the layer. - * @param class C++ class, derived from Layer. - * @details This macros must be placed outside the function code. - */ -#define REG_STATIC_LAYER_CLASS(type, class) \ -Ptr __LayerStaticRegisterer_func_##type(LayerParams ¶ms) \ - { return Ptr(new class(params)); } \ -static _LayerStaticRegisterer __LayerStaticRegisterer_##type(#type, __LayerStaticRegisterer_func_##type); - - -//! @} -//! @} - - -template -Ptr _layerDynamicRegisterer(LayerParams ¶ms) -{ - return Ptr(LayerClass::create(params)); -} - -//allows automatically register created layer on module load time -class _LayerStaticRegisterer -{ - String type; -public: - - _LayerStaticRegisterer(const String &layerType, LayerFactory::Constuctor layerConstuctor) - { - this->type = layerType; - LayerFactory::registerLayer(layerType, layerConstuctor); - } - - ~_LayerStaticRegisterer() - { - LayerFactory::unregisterLayer(type); - } -}; - -} -} -#endif diff --git a/modules/dnn/include/opencv2/dnn/shape_utils.hpp b/modules/dnn/include/opencv2/dnn/shape_utils.hpp deleted file mode 100644 index 7ecc8dd06..000000000 --- a/modules/dnn/include/opencv2/dnn/shape_utils.hpp +++ /dev/null @@ -1,195 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -#ifndef __OPENCV_DNN_DNN_SHAPE_UTILS_HPP__ -#define __OPENCV_DNN_DNN_SHAPE_UTILS_HPP__ - -#include -#include -#include - -namespace cv { -namespace dnn { - -//Useful shortcut -inline std::ostream &operator<< (std::ostream &s, cv::Range &r) -{ - return s << "[" << r.start << ", " << r.end << ")"; -} - -//Slicing - -struct _Range : public cv::Range -{ - _Range(const Range &r) : cv::Range(r) {} - _Range(int start, int size = 1) : cv::Range(start, start + size) {} -}; - -static inline Mat slice(const Mat &m, const _Range &r0) -{ - Range ranges[CV_MAX_DIM]; - for (int i = 1; i < m.dims; i++) - ranges[i] = Range::all(); - ranges[0] = r0; - return m(&ranges[0]); -} - -static inline Mat slice(const Mat &m, const _Range &r0, const _Range &r1) -{ - CV_Assert(m.dims >= 2); - Range ranges[CV_MAX_DIM]; - for (int i = 2; i < m.dims; i++) - ranges[i] = Range::all(); - ranges[0] = r0; - ranges[1] = r1; - return m(&ranges[0]); -} - -static inline Mat slice(const Mat &m, const _Range &r0, const _Range &r1, const _Range &r2) -{ - CV_Assert(m.dims >= 3); - Range ranges[CV_MAX_DIM]; - for (int i = 3; i < m.dims; i++) - ranges[i] = Range::all(); - ranges[0] = r0; - ranges[1] = r1; - ranges[2] = r2; - return m(&ranges[0]); -} - -static inline Mat slice(const Mat &m, const _Range &r0, const _Range &r1, const _Range &r2, const _Range &r3) -{ - CV_Assert(m.dims >= 4); - Range ranges[CV_MAX_DIM]; - for (int i = 4; i < m.dims; i++) - ranges[i] = Range::all(); - ranges[0] = r0; - ranges[1] = r1; - ranges[2] = r2; - ranges[3] = r3; - return m(&ranges[0]); -} - -static inline Mat getPlane(const Mat &m, int n, int cn) -{ - CV_Assert(m.dims > 2); - Range range[CV_MAX_DIM]; - int sz[CV_MAX_DIM]; - for(int i = 2; i < m.dims; i++) - { - sz[i-2] = m.size.p[i]; - range[i] = Range::all(); - } - range[0] = Range(n, n+1); - range[1] = Range(cn, cn+1); - return m(range).reshape(1, m.dims-2, sz); -} - -static inline MatShape shape(const int* dims, const int n = 4) -{ - MatShape shape; - shape.assign(dims, dims + n); - return shape; -} - -static inline MatShape shape(const Mat& mat) -{ - return shape(mat.size.p, mat.dims); -} - -namespace {inline bool is_neg(int i) { return i < 0; }} - -static inline MatShape shape(int a0, int a1=-1, int a2=-1, int a3=-1) -{ - int dims[] = {a0, a1, a2, a3}; - MatShape s = shape(dims); - s.erase(std::remove_if(s.begin(), s.end(), is_neg), s.end()); - return s; -} - -static inline int total(const MatShape& shape, int start = -1, int end = -1) -{ - if (start == -1) start = 0; - if (end == -1) end = shape.size(); - - if (shape.empty()) - return 0; - - int elems = 1; - CV_Assert(start < shape.size() && end <= shape.size() && - start <= end); - for(int i = start; i < end; i++) - { - elems *= shape[i]; - } - return elems; -} - -static inline MatShape concat(const MatShape& a, const MatShape& b) -{ - MatShape c = a; - c.insert(c.end(), b.begin(), b.end()); - - return c; -} - -inline void print(const MatShape& shape, const String& name = "") -{ - printf("%s: [", name.c_str()); - size_t i, n = shape.size(); - for( i = 0; i < n; i++ ) - printf(" %d", shape[i]); - printf(" ]\n"); -} - -inline int clamp(int ax, int dims) -{ - return ax < 0 ? ax + dims : ax; -} - -inline int clamp(int ax, const MatShape& shape) -{ - return clamp(ax, shape.size()); -} - -} -} -#endif diff --git a/modules/dnn/misc/caffe/caffe.pb.cc b/modules/dnn/misc/caffe/caffe.pb.cc deleted file mode 100644 index f86618311..000000000 --- a/modules/dnn/misc/caffe/caffe.pb.cc +++ /dev/null @@ -1,53676 +0,0 @@ -// Generated by the protocol buffer compiler. DO NOT EDIT! -// source: caffe.proto - -#define INTERNAL_SUPPRESS_PROTOBUF_FIELD_DEPRECATION -#include "caffe.pb.h" - -#include - -#include -#include -#include -#include -#include -#include -#include -#include -#include -// @@protoc_insertion_point(includes) - -namespace caffe { - -namespace { - -const ::google::protobuf::Descriptor* BlobShape_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - BlobShape_reflection_ = NULL; -const ::google::protobuf::Descriptor* BlobProto_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - BlobProto_reflection_ = NULL; -const ::google::protobuf::Descriptor* BlobProtoVector_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - BlobProtoVector_reflection_ = NULL; -const ::google::protobuf::Descriptor* PermuteParameter_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - PermuteParameter_reflection_ = NULL; -const ::google::protobuf::Descriptor* NormalizeBBoxParameter_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - 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CropParameter_reflection_ = NULL; -const ::google::protobuf::Descriptor* DataParameter_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - DataParameter_reflection_ = NULL; -const ::google::protobuf::EnumDescriptor* DataParameter_DB_descriptor_ = NULL; -const ::google::protobuf::Descriptor* NonMaximumSuppressionParameter_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - NonMaximumSuppressionParameter_reflection_ = NULL; -const ::google::protobuf::Descriptor* SaveOutputParameter_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - SaveOutputParameter_reflection_ = NULL; -const ::google::protobuf::Descriptor* DropoutParameter_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - DropoutParameter_reflection_ = NULL; -const ::google::protobuf::Descriptor* DummyDataParameter_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - DummyDataParameter_reflection_ = NULL; -const ::google::protobuf::Descriptor* EltwiseParameter_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - EltwiseParameter_reflection_ = NULL; -const ::google::protobuf::EnumDescriptor* EltwiseParameter_EltwiseOp_descriptor_ = NULL; -const ::google::protobuf::Descriptor* ELUParameter_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - ELUParameter_reflection_ = NULL; -const ::google::protobuf::Descriptor* EmbedParameter_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - EmbedParameter_reflection_ = NULL; -const ::google::protobuf::Descriptor* ExpParameter_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - ExpParameter_reflection_ = NULL; -const ::google::protobuf::Descriptor* FlattenParameter_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - FlattenParameter_reflection_ = NULL; -const ::google::protobuf::Descriptor* HDF5DataParameter_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - HDF5DataParameter_reflection_ = NULL; -const ::google::protobuf::Descriptor* HDF5OutputParameter_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - HDF5OutputParameter_reflection_ = NULL; -const ::google::protobuf::Descriptor* HingeLossParameter_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - HingeLossParameter_reflection_ = NULL; -const ::google::protobuf::EnumDescriptor* HingeLossParameter_Norm_descriptor_ = NULL; -const ::google::protobuf::Descriptor* ImageDataParameter_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - ImageDataParameter_reflection_ = NULL; -const ::google::protobuf::Descriptor* InfogainLossParameter_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - InfogainLossParameter_reflection_ = NULL; -const ::google::protobuf::Descriptor* InnerProductParameter_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - InnerProductParameter_reflection_ = NULL; -const ::google::protobuf::Descriptor* InputParameter_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - InputParameter_reflection_ = NULL; -const ::google::protobuf::Descriptor* LogParameter_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - LogParameter_reflection_ = NULL; -const ::google::protobuf::Descriptor* LRNParameter_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - LRNParameter_reflection_ = NULL; -const ::google::protobuf::EnumDescriptor* LRNParameter_NormRegion_descriptor_ = NULL; -const ::google::protobuf::EnumDescriptor* LRNParameter_Engine_descriptor_ = NULL; -const ::google::protobuf::Descriptor* MemoryDataParameter_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - MemoryDataParameter_reflection_ = NULL; -const ::google::protobuf::Descriptor* MVNParameter_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - MVNParameter_reflection_ = NULL; -const ::google::protobuf::Descriptor* ParameterParameter_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - ParameterParameter_reflection_ = NULL; -const ::google::protobuf::Descriptor* PoolingParameter_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - PoolingParameter_reflection_ = NULL; -const ::google::protobuf::EnumDescriptor* PoolingParameter_PoolMethod_descriptor_ = NULL; -const ::google::protobuf::EnumDescriptor* PoolingParameter_Engine_descriptor_ = NULL; -const ::google::protobuf::Descriptor* PowerParameter_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - PowerParameter_reflection_ = NULL; -const ::google::protobuf::Descriptor* PythonParameter_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - PythonParameter_reflection_ = NULL; -const ::google::protobuf::Descriptor* RecurrentParameter_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - RecurrentParameter_reflection_ = NULL; -const ::google::protobuf::Descriptor* ReductionParameter_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - ReductionParameter_reflection_ = NULL; -const ::google::protobuf::EnumDescriptor* ReductionParameter_ReductionOp_descriptor_ = NULL; -const ::google::protobuf::Descriptor* ReLUParameter_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - ReLUParameter_reflection_ = NULL; -const ::google::protobuf::EnumDescriptor* ReLUParameter_Engine_descriptor_ = NULL; -const ::google::protobuf::Descriptor* ReshapeParameter_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - ReshapeParameter_reflection_ = NULL; -const ::google::protobuf::Descriptor* ScaleParameter_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - ScaleParameter_reflection_ = NULL; -const ::google::protobuf::Descriptor* SigmoidParameter_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - SigmoidParameter_reflection_ = NULL; -const ::google::protobuf::EnumDescriptor* SigmoidParameter_Engine_descriptor_ = NULL; -const ::google::protobuf::Descriptor* SliceParameter_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - SliceParameter_reflection_ = NULL; -const ::google::protobuf::Descriptor* SoftmaxParameter_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - SoftmaxParameter_reflection_ = NULL; -const ::google::protobuf::EnumDescriptor* SoftmaxParameter_Engine_descriptor_ = NULL; -const ::google::protobuf::Descriptor* TanHParameter_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - TanHParameter_reflection_ = NULL; -const ::google::protobuf::EnumDescriptor* TanHParameter_Engine_descriptor_ = NULL; -const ::google::protobuf::Descriptor* TileParameter_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - TileParameter_reflection_ = NULL; -const ::google::protobuf::Descriptor* ThresholdParameter_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - ThresholdParameter_reflection_ = NULL; -const ::google::protobuf::Descriptor* WindowDataParameter_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - WindowDataParameter_reflection_ = NULL; -const ::google::protobuf::Descriptor* SPPParameter_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - SPPParameter_reflection_ = NULL; -const ::google::protobuf::EnumDescriptor* SPPParameter_PoolMethod_descriptor_ = NULL; -const ::google::protobuf::EnumDescriptor* SPPParameter_Engine_descriptor_ = NULL; -const ::google::protobuf::Descriptor* V1LayerParameter_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - V1LayerParameter_reflection_ = NULL; -const ::google::protobuf::EnumDescriptor* V1LayerParameter_LayerType_descriptor_ = NULL; -const ::google::protobuf::EnumDescriptor* V1LayerParameter_DimCheckMode_descriptor_ = NULL; -const ::google::protobuf::Descriptor* V0LayerParameter_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - V0LayerParameter_reflection_ = NULL; -const ::google::protobuf::EnumDescriptor* V0LayerParameter_PoolMethod_descriptor_ = NULL; -const ::google::protobuf::Descriptor* PReLUParameter_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - PReLUParameter_reflection_ = NULL; -const ::google::protobuf::Descriptor* NormalizedBBox_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - NormalizedBBox_reflection_ = NULL; -const ::google::protobuf::EnumDescriptor* Phase_descriptor_ = NULL; - -} // namespace - - -void protobuf_AssignDesc_caffe_2eproto() GOOGLE_ATTRIBUTE_COLD; -void protobuf_AssignDesc_caffe_2eproto() { - protobuf_AddDesc_caffe_2eproto(); - const ::google::protobuf::FileDescriptor* file = - ::google::protobuf::DescriptorPool::generated_pool()->FindFileByName( - "caffe.proto"); - GOOGLE_CHECK(file != NULL); - BlobShape_descriptor_ = file->message_type(0); - static const int BlobShape_offsets_[1] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(BlobShape, dim_), - }; - BlobShape_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - BlobShape_descriptor_, - BlobShape::internal_default_instance(), - BlobShape_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(BlobShape, _has_bits_), - -1, - -1, - sizeof(BlobShape), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(BlobShape, _internal_metadata_)); - BlobProto_descriptor_ = file->message_type(1); - static const int BlobProto_offsets_[9] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(BlobProto, shape_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(BlobProto, data_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(BlobProto, diff_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(BlobProto, double_data_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(BlobProto, double_diff_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(BlobProto, num_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(BlobProto, channels_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(BlobProto, height_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(BlobProto, width_), - }; - BlobProto_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - BlobProto_descriptor_, - BlobProto::internal_default_instance(), - BlobProto_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(BlobProto, _has_bits_), - -1, - -1, - sizeof(BlobProto), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(BlobProto, _internal_metadata_)); - BlobProtoVector_descriptor_ = file->message_type(2); - static const int BlobProtoVector_offsets_[1] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(BlobProtoVector, blobs_), - }; - BlobProtoVector_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - BlobProtoVector_descriptor_, - BlobProtoVector::internal_default_instance(), - BlobProtoVector_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(BlobProtoVector, _has_bits_), - -1, - -1, - sizeof(BlobProtoVector), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(BlobProtoVector, _internal_metadata_)); - PermuteParameter_descriptor_ = file->message_type(3); - static const int PermuteParameter_offsets_[1] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PermuteParameter, order_), - }; - PermuteParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - PermuteParameter_descriptor_, - PermuteParameter::internal_default_instance(), - PermuteParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PermuteParameter, _has_bits_), - -1, - -1, - sizeof(PermuteParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PermuteParameter, _internal_metadata_)); - NormalizeBBoxParameter_descriptor_ = file->message_type(4); - static const int NormalizeBBoxParameter_offsets_[4] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NormalizeBBoxParameter, across_spatial_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NormalizeBBoxParameter, scale_filler_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NormalizeBBoxParameter, channel_shared_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NormalizeBBoxParameter, eps_), - }; - NormalizeBBoxParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - NormalizeBBoxParameter_descriptor_, - NormalizeBBoxParameter::internal_default_instance(), - NormalizeBBoxParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NormalizeBBoxParameter, _has_bits_), - -1, - -1, - sizeof(NormalizeBBoxParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NormalizeBBoxParameter, _internal_metadata_)); - PriorBoxParameter_descriptor_ = file->message_type(5); - static const int PriorBoxParameter_offsets_[13] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PriorBoxParameter, min_size_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PriorBoxParameter, max_size_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PriorBoxParameter, aspect_ratio_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PriorBoxParameter, flip_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PriorBoxParameter, clip_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PriorBoxParameter, variance_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PriorBoxParameter, img_size_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PriorBoxParameter, img_h_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PriorBoxParameter, img_w_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PriorBoxParameter, step_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PriorBoxParameter, step_h_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PriorBoxParameter, step_w_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PriorBoxParameter, offset_), - }; - PriorBoxParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - PriorBoxParameter_descriptor_, - PriorBoxParameter::internal_default_instance(), - PriorBoxParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PriorBoxParameter, _has_bits_), - -1, - -1, - sizeof(PriorBoxParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PriorBoxParameter, _internal_metadata_)); - PriorBoxParameter_CodeType_descriptor_ = PriorBoxParameter_descriptor_->enum_type(0); - DetectionOutputParameter_descriptor_ = file->message_type(6); - static const int DetectionOutputParameter_offsets_[9] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(DetectionOutputParameter, num_classes_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(DetectionOutputParameter, share_location_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(DetectionOutputParameter, background_label_id_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(DetectionOutputParameter, nms_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(DetectionOutputParameter, save_output_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(DetectionOutputParameter, code_type_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(DetectionOutputParameter, variance_encoded_in_target_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(DetectionOutputParameter, keep_top_k_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(DetectionOutputParameter, confidence_threshold_), - }; - DetectionOutputParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - DetectionOutputParameter_descriptor_, - DetectionOutputParameter::internal_default_instance(), - DetectionOutputParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(DetectionOutputParameter, _has_bits_), - -1, - -1, - sizeof(DetectionOutputParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(DetectionOutputParameter, _internal_metadata_)); - Datum_descriptor_ = file->message_type(7); - static const int Datum_offsets_[7] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(Datum, channels_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(Datum, height_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(Datum, width_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(Datum, data_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(Datum, label_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(Datum, float_data_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(Datum, encoded_), - }; - Datum_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - Datum_descriptor_, - Datum::internal_default_instance(), - Datum_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(Datum, _has_bits_), - -1, - -1, - sizeof(Datum), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(Datum, _internal_metadata_)); - FillerParameter_descriptor_ = file->message_type(8); - static const int FillerParameter_offsets_[8] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(FillerParameter, type_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(FillerParameter, value_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(FillerParameter, min_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(FillerParameter, max_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(FillerParameter, mean_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(FillerParameter, std_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(FillerParameter, sparse_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(FillerParameter, variance_norm_), - }; - FillerParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - FillerParameter_descriptor_, - FillerParameter::internal_default_instance(), - FillerParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(FillerParameter, _has_bits_), - -1, - -1, - sizeof(FillerParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(FillerParameter, _internal_metadata_)); - FillerParameter_VarianceNorm_descriptor_ = FillerParameter_descriptor_->enum_type(0); - NetParameter_descriptor_ = file->message_type(9); - static const int NetParameter_offsets_[9] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NetParameter, name_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NetParameter, input_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NetParameter, input_shape_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NetParameter, input_dim_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NetParameter, force_backward_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NetParameter, state_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NetParameter, debug_info_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NetParameter, layer_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NetParameter, layers_), - }; - NetParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - NetParameter_descriptor_, - NetParameter::internal_default_instance(), - NetParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NetParameter, _has_bits_), - -1, - -1, - sizeof(NetParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NetParameter, _internal_metadata_)); - SolverParameter_descriptor_ = file->message_type(10); - static const int SolverParameter_offsets_[40] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverParameter, net_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverParameter, net_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverParameter, train_net_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverParameter, test_net_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverParameter, train_net_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverParameter, test_net_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverParameter, train_state_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverParameter, test_state_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverParameter, test_iter_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverParameter, test_interval_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverParameter, test_compute_loss_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverParameter, test_initialization_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverParameter, base_lr_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverParameter, display_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverParameter, average_loss_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverParameter, max_iter_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverParameter, iter_size_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverParameter, lr_policy_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverParameter, gamma_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverParameter, power_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverParameter, momentum_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverParameter, weight_decay_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverParameter, regularization_type_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverParameter, stepsize_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverParameter, stepvalue_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverParameter, clip_gradients_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverParameter, snapshot_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverParameter, snapshot_prefix_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverParameter, snapshot_diff_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverParameter, snapshot_format_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverParameter, solver_mode_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverParameter, device_id_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverParameter, random_seed_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverParameter, type_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverParameter, delta_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverParameter, momentum2_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverParameter, rms_decay_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverParameter, debug_info_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverParameter, snapshot_after_train_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverParameter, solver_type_), - }; - SolverParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - SolverParameter_descriptor_, - SolverParameter::internal_default_instance(), - SolverParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverParameter, _has_bits_), - -1, - -1, - sizeof(SolverParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverParameter, _internal_metadata_)); - SolverParameter_SnapshotFormat_descriptor_ = SolverParameter_descriptor_->enum_type(0); - SolverParameter_SolverMode_descriptor_ = SolverParameter_descriptor_->enum_type(1); - SolverParameter_SolverType_descriptor_ = SolverParameter_descriptor_->enum_type(2); - SolverState_descriptor_ = file->message_type(11); - static const int SolverState_offsets_[4] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverState, iter_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverState, learned_net_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverState, history_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverState, current_step_), - }; - SolverState_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - SolverState_descriptor_, - SolverState::internal_default_instance(), - SolverState_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverState, _has_bits_), - -1, - -1, - sizeof(SolverState), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SolverState, _internal_metadata_)); - NetState_descriptor_ = file->message_type(12); - static const int NetState_offsets_[3] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NetState, phase_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NetState, level_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NetState, stage_), - }; - NetState_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - NetState_descriptor_, - NetState::internal_default_instance(), - NetState_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NetState, _has_bits_), - -1, - -1, - sizeof(NetState), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NetState, _internal_metadata_)); - NetStateRule_descriptor_ = file->message_type(13); - static const int NetStateRule_offsets_[5] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NetStateRule, phase_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NetStateRule, min_level_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NetStateRule, max_level_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NetStateRule, stage_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NetStateRule, not_stage_), - }; - NetStateRule_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - NetStateRule_descriptor_, - NetStateRule::internal_default_instance(), - NetStateRule_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NetStateRule, _has_bits_), - -1, - -1, - sizeof(NetStateRule), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NetStateRule, _internal_metadata_)); - ParamSpec_descriptor_ = file->message_type(14); - static const int ParamSpec_offsets_[4] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ParamSpec, name_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ParamSpec, share_mode_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ParamSpec, lr_mult_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ParamSpec, decay_mult_), - }; - ParamSpec_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - ParamSpec_descriptor_, - ParamSpec::internal_default_instance(), - ParamSpec_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ParamSpec, _has_bits_), - -1, - -1, - sizeof(ParamSpec), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ParamSpec, _internal_metadata_)); - ParamSpec_DimCheckMode_descriptor_ = ParamSpec_descriptor_->enum_type(0); - LayerParameter_descriptor_ = file->message_type(15); - static const int LayerParameter_offsets_[62] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, name_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, type_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, bottom_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, top_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, phase_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, loss_weight_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, blobs_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, propagate_down_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, include_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, exclude_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, transform_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, loss_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, accuracy_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, argmax_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, batch_norm_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, bias_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, concat_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, contrastive_loss_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, convolution_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, crop_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, data_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, detection_output_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, dropout_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, dummy_data_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, eltwise_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, elu_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, embed_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, exp_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, flatten_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, hdf5_data_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, hdf5_output_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, hinge_loss_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, image_data_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, infogain_loss_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, inner_product_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, input_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, log_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, lrn_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, memory_data_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, mvn_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, norm_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, permute_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, parameter_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, pooling_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, power_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, prelu_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, prior_box_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, python_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, recurrent_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, reduction_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, relu_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, reshape_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, scale_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, sigmoid_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, softmax_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, spp_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, slice_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, tanh_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, threshold_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, tile_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, window_data_param_), - }; - LayerParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - LayerParameter_descriptor_, - LayerParameter::internal_default_instance(), - LayerParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, _has_bits_), - -1, - -1, - sizeof(LayerParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LayerParameter, _internal_metadata_)); - TransformationParameter_descriptor_ = file->message_type(16); - static const int TransformationParameter_offsets_[7] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TransformationParameter, scale_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TransformationParameter, mirror_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TransformationParameter, crop_size_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TransformationParameter, mean_file_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TransformationParameter, mean_value_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TransformationParameter, force_color_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TransformationParameter, force_gray_), - }; - TransformationParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - TransformationParameter_descriptor_, - TransformationParameter::internal_default_instance(), - TransformationParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TransformationParameter, _has_bits_), - -1, - -1, - sizeof(TransformationParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TransformationParameter, _internal_metadata_)); - LossParameter_descriptor_ = file->message_type(17); - static const int LossParameter_offsets_[3] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LossParameter, ignore_label_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LossParameter, normalization_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LossParameter, normalize_), - }; - LossParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - LossParameter_descriptor_, - LossParameter::internal_default_instance(), - LossParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LossParameter, _has_bits_), - -1, - -1, - sizeof(LossParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LossParameter, _internal_metadata_)); - LossParameter_NormalizationMode_descriptor_ = LossParameter_descriptor_->enum_type(0); - AccuracyParameter_descriptor_ = file->message_type(18); - static const int AccuracyParameter_offsets_[3] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(AccuracyParameter, top_k_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(AccuracyParameter, axis_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(AccuracyParameter, ignore_label_), - }; - AccuracyParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - AccuracyParameter_descriptor_, - AccuracyParameter::internal_default_instance(), - AccuracyParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(AccuracyParameter, _has_bits_), - -1, - -1, - sizeof(AccuracyParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(AccuracyParameter, _internal_metadata_)); - ArgMaxParameter_descriptor_ = file->message_type(19); - static const int ArgMaxParameter_offsets_[3] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ArgMaxParameter, out_max_val_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ArgMaxParameter, top_k_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ArgMaxParameter, axis_), - }; - ArgMaxParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - ArgMaxParameter_descriptor_, - ArgMaxParameter::internal_default_instance(), - ArgMaxParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ArgMaxParameter, _has_bits_), - -1, - -1, - sizeof(ArgMaxParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ArgMaxParameter, _internal_metadata_)); - ConcatParameter_descriptor_ = file->message_type(20); - static const int ConcatParameter_offsets_[2] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ConcatParameter, axis_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ConcatParameter, concat_dim_), - }; - ConcatParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - ConcatParameter_descriptor_, - ConcatParameter::internal_default_instance(), - ConcatParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ConcatParameter, _has_bits_), - -1, - -1, - sizeof(ConcatParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ConcatParameter, _internal_metadata_)); - BatchNormParameter_descriptor_ = file->message_type(21); - static const int BatchNormParameter_offsets_[3] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(BatchNormParameter, use_global_stats_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(BatchNormParameter, moving_average_fraction_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(BatchNormParameter, eps_), - }; - BatchNormParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - BatchNormParameter_descriptor_, - BatchNormParameter::internal_default_instance(), - BatchNormParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(BatchNormParameter, _has_bits_), - -1, - -1, - sizeof(BatchNormParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(BatchNormParameter, _internal_metadata_)); - BiasParameter_descriptor_ = file->message_type(22); - static const int BiasParameter_offsets_[3] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(BiasParameter, axis_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(BiasParameter, num_axes_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(BiasParameter, filler_), - }; - BiasParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - BiasParameter_descriptor_, - BiasParameter::internal_default_instance(), - BiasParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(BiasParameter, _has_bits_), - -1, - -1, - sizeof(BiasParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(BiasParameter, _internal_metadata_)); - ContrastiveLossParameter_descriptor_ = file->message_type(23); - static const int ContrastiveLossParameter_offsets_[2] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ContrastiveLossParameter, margin_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ContrastiveLossParameter, legacy_version_), - }; - ContrastiveLossParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - ContrastiveLossParameter_descriptor_, - ContrastiveLossParameter::internal_default_instance(), - ContrastiveLossParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ContrastiveLossParameter, _has_bits_), - -1, - -1, - sizeof(ContrastiveLossParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ContrastiveLossParameter, _internal_metadata_)); - ConvolutionParameter_descriptor_ = file->message_type(24); - static const int ConvolutionParameter_offsets_[18] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ConvolutionParameter, num_output_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ConvolutionParameter, bias_term_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ConvolutionParameter, pad_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ConvolutionParameter, kernel_size_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ConvolutionParameter, stride_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ConvolutionParameter, dilation_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ConvolutionParameter, pad_h_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ConvolutionParameter, pad_w_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ConvolutionParameter, kernel_h_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ConvolutionParameter, kernel_w_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ConvolutionParameter, stride_h_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ConvolutionParameter, stride_w_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ConvolutionParameter, group_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ConvolutionParameter, weight_filler_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ConvolutionParameter, bias_filler_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ConvolutionParameter, engine_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ConvolutionParameter, axis_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ConvolutionParameter, force_nd_im2col_), - }; - ConvolutionParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - ConvolutionParameter_descriptor_, - ConvolutionParameter::internal_default_instance(), - ConvolutionParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ConvolutionParameter, _has_bits_), - -1, - -1, - sizeof(ConvolutionParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ConvolutionParameter, _internal_metadata_)); - ConvolutionParameter_Engine_descriptor_ = ConvolutionParameter_descriptor_->enum_type(0); - CropParameter_descriptor_ = file->message_type(25); - static const int CropParameter_offsets_[2] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(CropParameter, axis_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(CropParameter, offset_), - }; - CropParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - CropParameter_descriptor_, - CropParameter::internal_default_instance(), - CropParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(CropParameter, _has_bits_), - -1, - -1, - sizeof(CropParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(CropParameter, _internal_metadata_)); - DataParameter_descriptor_ = file->message_type(26); - static const int DataParameter_offsets_[10] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(DataParameter, source_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(DataParameter, batch_size_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(DataParameter, rand_skip_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(DataParameter, backend_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(DataParameter, scale_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(DataParameter, mean_file_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(DataParameter, crop_size_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(DataParameter, mirror_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(DataParameter, force_encoded_color_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(DataParameter, prefetch_), - }; - DataParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - DataParameter_descriptor_, - DataParameter::internal_default_instance(), - DataParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(DataParameter, _has_bits_), - -1, - -1, - sizeof(DataParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(DataParameter, _internal_metadata_)); - DataParameter_DB_descriptor_ = DataParameter_descriptor_->enum_type(0); - NonMaximumSuppressionParameter_descriptor_ = file->message_type(27); - static const int NonMaximumSuppressionParameter_offsets_[3] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NonMaximumSuppressionParameter, nms_threshold_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NonMaximumSuppressionParameter, top_k_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NonMaximumSuppressionParameter, eta_), - }; - NonMaximumSuppressionParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - NonMaximumSuppressionParameter_descriptor_, - NonMaximumSuppressionParameter::internal_default_instance(), - NonMaximumSuppressionParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NonMaximumSuppressionParameter, _has_bits_), - -1, - -1, - sizeof(NonMaximumSuppressionParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NonMaximumSuppressionParameter, _internal_metadata_)); - SaveOutputParameter_descriptor_ = file->message_type(28); - static const int SaveOutputParameter_offsets_[6] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SaveOutputParameter, output_directory_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SaveOutputParameter, output_name_prefix_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SaveOutputParameter, output_format_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SaveOutputParameter, label_map_file_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SaveOutputParameter, name_size_file_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SaveOutputParameter, num_test_image_), - }; - SaveOutputParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - SaveOutputParameter_descriptor_, - SaveOutputParameter::internal_default_instance(), - SaveOutputParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SaveOutputParameter, _has_bits_), - -1, - -1, - sizeof(SaveOutputParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SaveOutputParameter, _internal_metadata_)); - DropoutParameter_descriptor_ = file->message_type(29); - static const int DropoutParameter_offsets_[1] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(DropoutParameter, dropout_ratio_), - }; - DropoutParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - DropoutParameter_descriptor_, - DropoutParameter::internal_default_instance(), - DropoutParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(DropoutParameter, _has_bits_), - -1, - -1, - sizeof(DropoutParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(DropoutParameter, _internal_metadata_)); - DummyDataParameter_descriptor_ = file->message_type(30); - static const int DummyDataParameter_offsets_[6] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(DummyDataParameter, data_filler_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(DummyDataParameter, shape_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(DummyDataParameter, num_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(DummyDataParameter, channels_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(DummyDataParameter, height_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(DummyDataParameter, width_), - }; - DummyDataParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - DummyDataParameter_descriptor_, - DummyDataParameter::internal_default_instance(), - DummyDataParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(DummyDataParameter, _has_bits_), - -1, - -1, - sizeof(DummyDataParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(DummyDataParameter, _internal_metadata_)); - EltwiseParameter_descriptor_ = file->message_type(31); - static const int EltwiseParameter_offsets_[3] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(EltwiseParameter, operation_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(EltwiseParameter, coeff_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(EltwiseParameter, stable_prod_grad_), - }; - EltwiseParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - EltwiseParameter_descriptor_, - EltwiseParameter::internal_default_instance(), - EltwiseParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(EltwiseParameter, _has_bits_), - -1, - -1, - sizeof(EltwiseParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(EltwiseParameter, _internal_metadata_)); - EltwiseParameter_EltwiseOp_descriptor_ = EltwiseParameter_descriptor_->enum_type(0); - ELUParameter_descriptor_ = file->message_type(32); - static const int ELUParameter_offsets_[1] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ELUParameter, alpha_), - }; - ELUParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - ELUParameter_descriptor_, - ELUParameter::internal_default_instance(), - ELUParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ELUParameter, _has_bits_), - -1, - -1, - sizeof(ELUParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ELUParameter, _internal_metadata_)); - EmbedParameter_descriptor_ = file->message_type(33); - static const int EmbedParameter_offsets_[5] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(EmbedParameter, num_output_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(EmbedParameter, input_dim_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(EmbedParameter, bias_term_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(EmbedParameter, weight_filler_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(EmbedParameter, bias_filler_), - }; - EmbedParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - EmbedParameter_descriptor_, - EmbedParameter::internal_default_instance(), - EmbedParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(EmbedParameter, _has_bits_), - -1, - -1, - sizeof(EmbedParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(EmbedParameter, _internal_metadata_)); - ExpParameter_descriptor_ = file->message_type(34); - static const int ExpParameter_offsets_[3] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ExpParameter, base_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ExpParameter, scale_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ExpParameter, shift_), - }; - ExpParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - ExpParameter_descriptor_, - ExpParameter::internal_default_instance(), - ExpParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ExpParameter, _has_bits_), - -1, - -1, - sizeof(ExpParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ExpParameter, _internal_metadata_)); - FlattenParameter_descriptor_ = file->message_type(35); - static const int FlattenParameter_offsets_[2] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(FlattenParameter, axis_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(FlattenParameter, end_axis_), - }; - FlattenParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - FlattenParameter_descriptor_, - FlattenParameter::internal_default_instance(), - FlattenParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(FlattenParameter, _has_bits_), - -1, - -1, - sizeof(FlattenParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(FlattenParameter, _internal_metadata_)); - HDF5DataParameter_descriptor_ = file->message_type(36); - static const int HDF5DataParameter_offsets_[3] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(HDF5DataParameter, source_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(HDF5DataParameter, batch_size_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(HDF5DataParameter, shuffle_), - }; - HDF5DataParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - HDF5DataParameter_descriptor_, - HDF5DataParameter::internal_default_instance(), - HDF5DataParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(HDF5DataParameter, _has_bits_), - -1, - -1, - sizeof(HDF5DataParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(HDF5DataParameter, _internal_metadata_)); - HDF5OutputParameter_descriptor_ = file->message_type(37); - static const int HDF5OutputParameter_offsets_[1] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(HDF5OutputParameter, file_name_), - }; - HDF5OutputParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - HDF5OutputParameter_descriptor_, - HDF5OutputParameter::internal_default_instance(), - HDF5OutputParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(HDF5OutputParameter, _has_bits_), - -1, - -1, - sizeof(HDF5OutputParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(HDF5OutputParameter, _internal_metadata_)); - HingeLossParameter_descriptor_ = file->message_type(38); - static const int HingeLossParameter_offsets_[1] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(HingeLossParameter, norm_), - }; - HingeLossParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - HingeLossParameter_descriptor_, - HingeLossParameter::internal_default_instance(), - HingeLossParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(HingeLossParameter, _has_bits_), - -1, - -1, - sizeof(HingeLossParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(HingeLossParameter, _internal_metadata_)); - HingeLossParameter_Norm_descriptor_ = HingeLossParameter_descriptor_->enum_type(0); - ImageDataParameter_descriptor_ = file->message_type(39); - static const int ImageDataParameter_offsets_[12] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ImageDataParameter, source_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ImageDataParameter, batch_size_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ImageDataParameter, rand_skip_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ImageDataParameter, shuffle_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ImageDataParameter, new_height_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ImageDataParameter, new_width_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ImageDataParameter, is_color_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ImageDataParameter, scale_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ImageDataParameter, mean_file_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ImageDataParameter, crop_size_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ImageDataParameter, mirror_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ImageDataParameter, root_folder_), - }; - ImageDataParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - ImageDataParameter_descriptor_, - ImageDataParameter::internal_default_instance(), - ImageDataParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ImageDataParameter, _has_bits_), - -1, - -1, - sizeof(ImageDataParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ImageDataParameter, _internal_metadata_)); - InfogainLossParameter_descriptor_ = file->message_type(40); - static const int InfogainLossParameter_offsets_[1] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(InfogainLossParameter, source_), - }; - InfogainLossParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - InfogainLossParameter_descriptor_, - InfogainLossParameter::internal_default_instance(), - InfogainLossParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(InfogainLossParameter, _has_bits_), - -1, - -1, - sizeof(InfogainLossParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(InfogainLossParameter, _internal_metadata_)); - InnerProductParameter_descriptor_ = file->message_type(41); - static const int InnerProductParameter_offsets_[6] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(InnerProductParameter, num_output_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(InnerProductParameter, bias_term_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(InnerProductParameter, weight_filler_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(InnerProductParameter, bias_filler_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(InnerProductParameter, axis_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(InnerProductParameter, transpose_), - }; - InnerProductParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - InnerProductParameter_descriptor_, - InnerProductParameter::internal_default_instance(), - InnerProductParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(InnerProductParameter, _has_bits_), - -1, - -1, - sizeof(InnerProductParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(InnerProductParameter, _internal_metadata_)); - InputParameter_descriptor_ = file->message_type(42); - static const int InputParameter_offsets_[1] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(InputParameter, shape_), - }; - InputParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - InputParameter_descriptor_, - InputParameter::internal_default_instance(), - InputParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(InputParameter, _has_bits_), - -1, - -1, - sizeof(InputParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(InputParameter, _internal_metadata_)); - LogParameter_descriptor_ = file->message_type(43); - static const int LogParameter_offsets_[3] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LogParameter, base_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LogParameter, scale_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LogParameter, shift_), - }; - LogParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - LogParameter_descriptor_, - LogParameter::internal_default_instance(), - LogParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LogParameter, _has_bits_), - -1, - -1, - sizeof(LogParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LogParameter, _internal_metadata_)); - LRNParameter_descriptor_ = file->message_type(44); - static const int LRNParameter_offsets_[6] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LRNParameter, local_size_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LRNParameter, alpha_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LRNParameter, beta_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LRNParameter, norm_region_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LRNParameter, k_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LRNParameter, engine_), - }; - LRNParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - LRNParameter_descriptor_, - LRNParameter::internal_default_instance(), - LRNParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LRNParameter, _has_bits_), - -1, - -1, - sizeof(LRNParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(LRNParameter, _internal_metadata_)); - LRNParameter_NormRegion_descriptor_ = LRNParameter_descriptor_->enum_type(0); - LRNParameter_Engine_descriptor_ = LRNParameter_descriptor_->enum_type(1); - MemoryDataParameter_descriptor_ = file->message_type(45); - static const int MemoryDataParameter_offsets_[4] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(MemoryDataParameter, batch_size_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(MemoryDataParameter, channels_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(MemoryDataParameter, height_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(MemoryDataParameter, width_), - }; - MemoryDataParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - MemoryDataParameter_descriptor_, - MemoryDataParameter::internal_default_instance(), - MemoryDataParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(MemoryDataParameter, _has_bits_), - -1, - -1, - sizeof(MemoryDataParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(MemoryDataParameter, _internal_metadata_)); - MVNParameter_descriptor_ = file->message_type(46); - static const int MVNParameter_offsets_[3] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(MVNParameter, normalize_variance_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(MVNParameter, across_channels_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(MVNParameter, eps_), - }; - MVNParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - MVNParameter_descriptor_, - MVNParameter::internal_default_instance(), - MVNParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(MVNParameter, _has_bits_), - -1, - -1, - sizeof(MVNParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(MVNParameter, _internal_metadata_)); - ParameterParameter_descriptor_ = file->message_type(47); - static const int ParameterParameter_offsets_[1] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ParameterParameter, shape_), - }; - ParameterParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - ParameterParameter_descriptor_, - ParameterParameter::internal_default_instance(), - ParameterParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ParameterParameter, _has_bits_), - -1, - -1, - sizeof(ParameterParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ParameterParameter, _internal_metadata_)); - PoolingParameter_descriptor_ = file->message_type(48); - static const int PoolingParameter_offsets_[12] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PoolingParameter, pool_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PoolingParameter, pad_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PoolingParameter, pad_h_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PoolingParameter, pad_w_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PoolingParameter, kernel_size_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PoolingParameter, kernel_h_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PoolingParameter, kernel_w_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PoolingParameter, stride_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PoolingParameter, stride_h_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PoolingParameter, stride_w_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PoolingParameter, engine_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PoolingParameter, global_pooling_), - }; - PoolingParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - PoolingParameter_descriptor_, - PoolingParameter::internal_default_instance(), - PoolingParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PoolingParameter, _has_bits_), - -1, - -1, - sizeof(PoolingParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PoolingParameter, _internal_metadata_)); - PoolingParameter_PoolMethod_descriptor_ = PoolingParameter_descriptor_->enum_type(0); - PoolingParameter_Engine_descriptor_ = PoolingParameter_descriptor_->enum_type(1); - PowerParameter_descriptor_ = file->message_type(49); - static const int PowerParameter_offsets_[3] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PowerParameter, power_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PowerParameter, scale_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PowerParameter, shift_), - }; - PowerParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - PowerParameter_descriptor_, - PowerParameter::internal_default_instance(), - PowerParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PowerParameter, _has_bits_), - -1, - -1, - sizeof(PowerParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PowerParameter, _internal_metadata_)); - PythonParameter_descriptor_ = file->message_type(50); - static const int PythonParameter_offsets_[4] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PythonParameter, module_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PythonParameter, layer_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PythonParameter, param_str_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PythonParameter, share_in_parallel_), - }; - PythonParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - PythonParameter_descriptor_, - PythonParameter::internal_default_instance(), - PythonParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PythonParameter, _has_bits_), - -1, - -1, - sizeof(PythonParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PythonParameter, _internal_metadata_)); - RecurrentParameter_descriptor_ = file->message_type(51); - static const int RecurrentParameter_offsets_[5] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(RecurrentParameter, num_output_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(RecurrentParameter, weight_filler_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(RecurrentParameter, bias_filler_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(RecurrentParameter, debug_info_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(RecurrentParameter, expose_hidden_), - }; - RecurrentParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - RecurrentParameter_descriptor_, - RecurrentParameter::internal_default_instance(), - RecurrentParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(RecurrentParameter, _has_bits_), - -1, - -1, - sizeof(RecurrentParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(RecurrentParameter, _internal_metadata_)); - ReductionParameter_descriptor_ = file->message_type(52); - static const int ReductionParameter_offsets_[3] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ReductionParameter, operation_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ReductionParameter, axis_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ReductionParameter, coeff_), - }; - ReductionParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - ReductionParameter_descriptor_, - ReductionParameter::internal_default_instance(), - ReductionParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ReductionParameter, _has_bits_), - -1, - -1, - sizeof(ReductionParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ReductionParameter, _internal_metadata_)); - ReductionParameter_ReductionOp_descriptor_ = ReductionParameter_descriptor_->enum_type(0); - ReLUParameter_descriptor_ = file->message_type(53); - static const int ReLUParameter_offsets_[2] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ReLUParameter, negative_slope_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ReLUParameter, engine_), - }; - ReLUParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - ReLUParameter_descriptor_, - ReLUParameter::internal_default_instance(), - ReLUParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ReLUParameter, _has_bits_), - -1, - -1, - sizeof(ReLUParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ReLUParameter, _internal_metadata_)); - ReLUParameter_Engine_descriptor_ = ReLUParameter_descriptor_->enum_type(0); - ReshapeParameter_descriptor_ = file->message_type(54); - static const int ReshapeParameter_offsets_[3] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ReshapeParameter, shape_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ReshapeParameter, axis_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ReshapeParameter, num_axes_), - }; - ReshapeParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - ReshapeParameter_descriptor_, - ReshapeParameter::internal_default_instance(), - ReshapeParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ReshapeParameter, _has_bits_), - -1, - -1, - sizeof(ReshapeParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ReshapeParameter, _internal_metadata_)); - ScaleParameter_descriptor_ = file->message_type(55); - static const int ScaleParameter_offsets_[5] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ScaleParameter, axis_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ScaleParameter, num_axes_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ScaleParameter, filler_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ScaleParameter, bias_term_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ScaleParameter, bias_filler_), - }; - ScaleParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - ScaleParameter_descriptor_, - ScaleParameter::internal_default_instance(), - ScaleParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ScaleParameter, _has_bits_), - -1, - -1, - sizeof(ScaleParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ScaleParameter, _internal_metadata_)); - SigmoidParameter_descriptor_ = file->message_type(56); - static const int SigmoidParameter_offsets_[1] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SigmoidParameter, engine_), - }; - SigmoidParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - SigmoidParameter_descriptor_, - SigmoidParameter::internal_default_instance(), - SigmoidParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SigmoidParameter, _has_bits_), - -1, - -1, - sizeof(SigmoidParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SigmoidParameter, _internal_metadata_)); - SigmoidParameter_Engine_descriptor_ = SigmoidParameter_descriptor_->enum_type(0); - SliceParameter_descriptor_ = file->message_type(57); - static const int SliceParameter_offsets_[3] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SliceParameter, axis_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SliceParameter, slice_point_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SliceParameter, slice_dim_), - }; - SliceParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - SliceParameter_descriptor_, - SliceParameter::internal_default_instance(), - SliceParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SliceParameter, _has_bits_), - -1, - -1, - sizeof(SliceParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SliceParameter, _internal_metadata_)); - SoftmaxParameter_descriptor_ = file->message_type(58); - static const int SoftmaxParameter_offsets_[2] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SoftmaxParameter, engine_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SoftmaxParameter, axis_), - }; - SoftmaxParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - SoftmaxParameter_descriptor_, - SoftmaxParameter::internal_default_instance(), - SoftmaxParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SoftmaxParameter, _has_bits_), - -1, - -1, - sizeof(SoftmaxParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SoftmaxParameter, _internal_metadata_)); - SoftmaxParameter_Engine_descriptor_ = SoftmaxParameter_descriptor_->enum_type(0); - TanHParameter_descriptor_ = file->message_type(59); - static const int TanHParameter_offsets_[1] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TanHParameter, engine_), - }; - TanHParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - TanHParameter_descriptor_, - TanHParameter::internal_default_instance(), - TanHParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TanHParameter, _has_bits_), - -1, - -1, - sizeof(TanHParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TanHParameter, _internal_metadata_)); - TanHParameter_Engine_descriptor_ = TanHParameter_descriptor_->enum_type(0); - TileParameter_descriptor_ = file->message_type(60); - static const int TileParameter_offsets_[2] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TileParameter, axis_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TileParameter, tiles_), - }; - TileParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - TileParameter_descriptor_, - TileParameter::internal_default_instance(), - TileParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TileParameter, _has_bits_), - -1, - -1, - sizeof(TileParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TileParameter, _internal_metadata_)); - ThresholdParameter_descriptor_ = file->message_type(61); - static const int ThresholdParameter_offsets_[1] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ThresholdParameter, threshold_), - }; - ThresholdParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - ThresholdParameter_descriptor_, - ThresholdParameter::internal_default_instance(), - ThresholdParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ThresholdParameter, _has_bits_), - -1, - -1, - sizeof(ThresholdParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(ThresholdParameter, _internal_metadata_)); - WindowDataParameter_descriptor_ = file->message_type(62); - static const int WindowDataParameter_offsets_[13] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(WindowDataParameter, source_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(WindowDataParameter, scale_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(WindowDataParameter, mean_file_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(WindowDataParameter, batch_size_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(WindowDataParameter, crop_size_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(WindowDataParameter, mirror_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(WindowDataParameter, fg_threshold_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(WindowDataParameter, bg_threshold_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(WindowDataParameter, fg_fraction_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(WindowDataParameter, context_pad_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(WindowDataParameter, crop_mode_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(WindowDataParameter, cache_images_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(WindowDataParameter, root_folder_), - }; - WindowDataParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - WindowDataParameter_descriptor_, - WindowDataParameter::internal_default_instance(), - WindowDataParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(WindowDataParameter, _has_bits_), - -1, - -1, - sizeof(WindowDataParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(WindowDataParameter, _internal_metadata_)); - SPPParameter_descriptor_ = file->message_type(63); - static const int SPPParameter_offsets_[3] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SPPParameter, pyramid_height_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SPPParameter, pool_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SPPParameter, engine_), - }; - SPPParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - SPPParameter_descriptor_, - SPPParameter::internal_default_instance(), - SPPParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SPPParameter, _has_bits_), - -1, - -1, - sizeof(SPPParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(SPPParameter, _internal_metadata_)); - SPPParameter_PoolMethod_descriptor_ = SPPParameter_descriptor_->enum_type(0); - SPPParameter_Engine_descriptor_ = SPPParameter_descriptor_->enum_type(1); - V1LayerParameter_descriptor_ = file->message_type(64); - static const int V1LayerParameter_offsets_[43] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V1LayerParameter, bottom_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V1LayerParameter, top_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V1LayerParameter, name_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V1LayerParameter, include_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V1LayerParameter, exclude_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V1LayerParameter, type_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V1LayerParameter, blobs_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V1LayerParameter, param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V1LayerParameter, blob_share_mode_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V1LayerParameter, blobs_lr_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V1LayerParameter, weight_decay_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V1LayerParameter, loss_weight_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V1LayerParameter, accuracy_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V1LayerParameter, argmax_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V1LayerParameter, concat_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V1LayerParameter, contrastive_loss_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V1LayerParameter, convolution_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V1LayerParameter, data_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V1LayerParameter, dropout_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V1LayerParameter, dummy_data_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V1LayerParameter, eltwise_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V1LayerParameter, exp_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V1LayerParameter, hdf5_data_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V1LayerParameter, hdf5_output_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V1LayerParameter, hinge_loss_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V1LayerParameter, image_data_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V1LayerParameter, infogain_loss_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V1LayerParameter, inner_product_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V1LayerParameter, lrn_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V1LayerParameter, memory_data_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V1LayerParameter, mvn_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V1LayerParameter, pooling_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V1LayerParameter, power_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V1LayerParameter, relu_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V1LayerParameter, sigmoid_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V1LayerParameter, softmax_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V1LayerParameter, slice_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V1LayerParameter, tanh_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V1LayerParameter, threshold_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V1LayerParameter, window_data_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V1LayerParameter, transform_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V1LayerParameter, loss_param_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V1LayerParameter, layer_), - }; - V1LayerParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - V1LayerParameter_descriptor_, - V1LayerParameter::internal_default_instance(), - V1LayerParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V1LayerParameter, _has_bits_), - -1, - -1, - sizeof(V1LayerParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V1LayerParameter, _internal_metadata_)); - V1LayerParameter_LayerType_descriptor_ = V1LayerParameter_descriptor_->enum_type(0); - V1LayerParameter_DimCheckMode_descriptor_ = V1LayerParameter_descriptor_->enum_type(1); - V0LayerParameter_descriptor_ = file->message_type(65); - static const int V0LayerParameter_offsets_[38] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V0LayerParameter, name_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V0LayerParameter, type_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V0LayerParameter, num_output_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V0LayerParameter, biasterm_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V0LayerParameter, weight_filler_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V0LayerParameter, bias_filler_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V0LayerParameter, pad_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V0LayerParameter, kernelsize_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V0LayerParameter, group_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V0LayerParameter, stride_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V0LayerParameter, pool_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V0LayerParameter, dropout_ratio_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V0LayerParameter, local_size_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V0LayerParameter, alpha_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V0LayerParameter, beta_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V0LayerParameter, k_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V0LayerParameter, source_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V0LayerParameter, scale_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V0LayerParameter, meanfile_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V0LayerParameter, batchsize_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V0LayerParameter, cropsize_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V0LayerParameter, mirror_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V0LayerParameter, blobs_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V0LayerParameter, blobs_lr_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V0LayerParameter, weight_decay_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V0LayerParameter, rand_skip_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V0LayerParameter, det_fg_threshold_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V0LayerParameter, det_bg_threshold_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V0LayerParameter, det_fg_fraction_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V0LayerParameter, det_context_pad_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V0LayerParameter, det_crop_mode_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V0LayerParameter, new_num_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V0LayerParameter, new_channels_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V0LayerParameter, new_height_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V0LayerParameter, new_width_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V0LayerParameter, shuffle_images_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V0LayerParameter, concat_dim_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V0LayerParameter, hdf5_output_param_), - }; - V0LayerParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - V0LayerParameter_descriptor_, - V0LayerParameter::internal_default_instance(), - V0LayerParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V0LayerParameter, _has_bits_), - -1, - -1, - sizeof(V0LayerParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(V0LayerParameter, _internal_metadata_)); - V0LayerParameter_PoolMethod_descriptor_ = V0LayerParameter_descriptor_->enum_type(0); - PReLUParameter_descriptor_ = file->message_type(66); - static const int PReLUParameter_offsets_[2] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PReLUParameter, filler_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PReLUParameter, channel_shared_), - }; - PReLUParameter_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - PReLUParameter_descriptor_, - PReLUParameter::internal_default_instance(), - PReLUParameter_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PReLUParameter, _has_bits_), - -1, - -1, - sizeof(PReLUParameter), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(PReLUParameter, _internal_metadata_)); - NormalizedBBox_descriptor_ = file->message_type(67); - static const int NormalizedBBox_offsets_[8] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NormalizedBBox, xmin_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NormalizedBBox, ymin_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NormalizedBBox, xmax_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NormalizedBBox, ymax_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NormalizedBBox, label_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NormalizedBBox, difficult_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NormalizedBBox, score_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NormalizedBBox, size_), - }; - NormalizedBBox_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - NormalizedBBox_descriptor_, - NormalizedBBox::internal_default_instance(), - NormalizedBBox_offsets_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NormalizedBBox, _has_bits_), - -1, - -1, - sizeof(NormalizedBBox), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NormalizedBBox, _internal_metadata_)); - Phase_descriptor_ = file->enum_type(0); -} - -namespace { - -GOOGLE_PROTOBUF_DECLARE_ONCE(protobuf_AssignDescriptors_once_); -void protobuf_AssignDescriptorsOnce() { - ::google::protobuf::GoogleOnceInit(&protobuf_AssignDescriptors_once_, - &protobuf_AssignDesc_caffe_2eproto); -} - -void protobuf_RegisterTypes(const ::std::string&) GOOGLE_ATTRIBUTE_COLD; -void protobuf_RegisterTypes(const ::std::string&) { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - BlobShape_descriptor_, BlobShape::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - BlobProto_descriptor_, BlobProto::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - BlobProtoVector_descriptor_, BlobProtoVector::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - PermuteParameter_descriptor_, PermuteParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - NormalizeBBoxParameter_descriptor_, NormalizeBBoxParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - PriorBoxParameter_descriptor_, PriorBoxParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - DetectionOutputParameter_descriptor_, DetectionOutputParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - Datum_descriptor_, Datum::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - FillerParameter_descriptor_, FillerParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - NetParameter_descriptor_, NetParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - SolverParameter_descriptor_, SolverParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - SolverState_descriptor_, SolverState::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - NetState_descriptor_, NetState::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - NetStateRule_descriptor_, NetStateRule::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - ParamSpec_descriptor_, ParamSpec::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - LayerParameter_descriptor_, LayerParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - TransformationParameter_descriptor_, TransformationParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - LossParameter_descriptor_, LossParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - AccuracyParameter_descriptor_, AccuracyParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - ArgMaxParameter_descriptor_, ArgMaxParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - ConcatParameter_descriptor_, ConcatParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - BatchNormParameter_descriptor_, BatchNormParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - BiasParameter_descriptor_, BiasParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - ContrastiveLossParameter_descriptor_, ContrastiveLossParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - ConvolutionParameter_descriptor_, ConvolutionParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - CropParameter_descriptor_, CropParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - DataParameter_descriptor_, DataParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - NonMaximumSuppressionParameter_descriptor_, NonMaximumSuppressionParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - SaveOutputParameter_descriptor_, SaveOutputParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - DropoutParameter_descriptor_, DropoutParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - DummyDataParameter_descriptor_, DummyDataParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - EltwiseParameter_descriptor_, EltwiseParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - ELUParameter_descriptor_, ELUParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - EmbedParameter_descriptor_, EmbedParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - ExpParameter_descriptor_, ExpParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - FlattenParameter_descriptor_, FlattenParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - HDF5DataParameter_descriptor_, HDF5DataParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - HDF5OutputParameter_descriptor_, HDF5OutputParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - HingeLossParameter_descriptor_, HingeLossParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - ImageDataParameter_descriptor_, ImageDataParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - InfogainLossParameter_descriptor_, InfogainLossParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - InnerProductParameter_descriptor_, InnerProductParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - InputParameter_descriptor_, InputParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - LogParameter_descriptor_, LogParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - LRNParameter_descriptor_, LRNParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - MemoryDataParameter_descriptor_, MemoryDataParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - MVNParameter_descriptor_, MVNParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - ParameterParameter_descriptor_, ParameterParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - PoolingParameter_descriptor_, PoolingParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - PowerParameter_descriptor_, PowerParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - PythonParameter_descriptor_, PythonParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - RecurrentParameter_descriptor_, RecurrentParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - ReductionParameter_descriptor_, ReductionParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - ReLUParameter_descriptor_, ReLUParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - ReshapeParameter_descriptor_, ReshapeParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - ScaleParameter_descriptor_, ScaleParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - SigmoidParameter_descriptor_, SigmoidParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - SliceParameter_descriptor_, SliceParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - SoftmaxParameter_descriptor_, SoftmaxParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - TanHParameter_descriptor_, TanHParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - TileParameter_descriptor_, TileParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - ThresholdParameter_descriptor_, ThresholdParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - WindowDataParameter_descriptor_, WindowDataParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - SPPParameter_descriptor_, SPPParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - V1LayerParameter_descriptor_, V1LayerParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - V0LayerParameter_descriptor_, V0LayerParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - PReLUParameter_descriptor_, PReLUParameter::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - NormalizedBBox_descriptor_, NormalizedBBox::internal_default_instance()); -} - -} // namespace - -void protobuf_ShutdownFile_caffe_2eproto() { - BlobShape_default_instance_.Shutdown(); - delete BlobShape_reflection_; - BlobProto_default_instance_.Shutdown(); - delete BlobProto_reflection_; - BlobProtoVector_default_instance_.Shutdown(); - delete BlobProtoVector_reflection_; - PermuteParameter_default_instance_.Shutdown(); - delete PermuteParameter_reflection_; - NormalizeBBoxParameter_default_instance_.Shutdown(); - delete NormalizeBBoxParameter_reflection_; - PriorBoxParameter_default_instance_.Shutdown(); - delete PriorBoxParameter_reflection_; - DetectionOutputParameter_default_instance_.Shutdown(); - delete DetectionOutputParameter_reflection_; - Datum_default_instance_.Shutdown(); - delete Datum_reflection_; - FillerParameter_default_instance_.Shutdown(); - delete FillerParameter_reflection_; - delete FillerParameter::_default_type_; - NetParameter_default_instance_.Shutdown(); - delete NetParameter_reflection_; - SolverParameter_default_instance_.Shutdown(); - delete SolverParameter_reflection_; - delete SolverParameter::_default_regularization_type_; - delete SolverParameter::_default_type_; - SolverState_default_instance_.Shutdown(); - delete SolverState_reflection_; - NetState_default_instance_.Shutdown(); - delete NetState_reflection_; - NetStateRule_default_instance_.Shutdown(); - delete NetStateRule_reflection_; - ParamSpec_default_instance_.Shutdown(); - delete ParamSpec_reflection_; - LayerParameter_default_instance_.Shutdown(); - delete LayerParameter_reflection_; - TransformationParameter_default_instance_.Shutdown(); - delete TransformationParameter_reflection_; - LossParameter_default_instance_.Shutdown(); - delete LossParameter_reflection_; - AccuracyParameter_default_instance_.Shutdown(); - delete AccuracyParameter_reflection_; - ArgMaxParameter_default_instance_.Shutdown(); - delete ArgMaxParameter_reflection_; - ConcatParameter_default_instance_.Shutdown(); - delete ConcatParameter_reflection_; - BatchNormParameter_default_instance_.Shutdown(); - delete BatchNormParameter_reflection_; - BiasParameter_default_instance_.Shutdown(); - delete BiasParameter_reflection_; - ContrastiveLossParameter_default_instance_.Shutdown(); - delete ContrastiveLossParameter_reflection_; - ConvolutionParameter_default_instance_.Shutdown(); - delete ConvolutionParameter_reflection_; - CropParameter_default_instance_.Shutdown(); - delete CropParameter_reflection_; - DataParameter_default_instance_.Shutdown(); - delete DataParameter_reflection_; - NonMaximumSuppressionParameter_default_instance_.Shutdown(); - delete NonMaximumSuppressionParameter_reflection_; - SaveOutputParameter_default_instance_.Shutdown(); - delete SaveOutputParameter_reflection_; - DropoutParameter_default_instance_.Shutdown(); - delete DropoutParameter_reflection_; - DummyDataParameter_default_instance_.Shutdown(); - delete DummyDataParameter_reflection_; - EltwiseParameter_default_instance_.Shutdown(); - delete EltwiseParameter_reflection_; - ELUParameter_default_instance_.Shutdown(); - delete ELUParameter_reflection_; - EmbedParameter_default_instance_.Shutdown(); - delete EmbedParameter_reflection_; - ExpParameter_default_instance_.Shutdown(); - delete ExpParameter_reflection_; - FlattenParameter_default_instance_.Shutdown(); - delete FlattenParameter_reflection_; - HDF5DataParameter_default_instance_.Shutdown(); - delete HDF5DataParameter_reflection_; - HDF5OutputParameter_default_instance_.Shutdown(); - delete HDF5OutputParameter_reflection_; - HingeLossParameter_default_instance_.Shutdown(); - delete HingeLossParameter_reflection_; - ImageDataParameter_default_instance_.Shutdown(); - delete ImageDataParameter_reflection_; - InfogainLossParameter_default_instance_.Shutdown(); - delete InfogainLossParameter_reflection_; - InnerProductParameter_default_instance_.Shutdown(); - delete InnerProductParameter_reflection_; - InputParameter_default_instance_.Shutdown(); - delete InputParameter_reflection_; - LogParameter_default_instance_.Shutdown(); - delete LogParameter_reflection_; - LRNParameter_default_instance_.Shutdown(); - delete LRNParameter_reflection_; - MemoryDataParameter_default_instance_.Shutdown(); - delete MemoryDataParameter_reflection_; - MVNParameter_default_instance_.Shutdown(); - delete MVNParameter_reflection_; - ParameterParameter_default_instance_.Shutdown(); - delete ParameterParameter_reflection_; - PoolingParameter_default_instance_.Shutdown(); - delete PoolingParameter_reflection_; - PowerParameter_default_instance_.Shutdown(); - delete PowerParameter_reflection_; - PythonParameter_default_instance_.Shutdown(); - delete PythonParameter_reflection_; - RecurrentParameter_default_instance_.Shutdown(); - delete RecurrentParameter_reflection_; - ReductionParameter_default_instance_.Shutdown(); - delete ReductionParameter_reflection_; - ReLUParameter_default_instance_.Shutdown(); - delete ReLUParameter_reflection_; - ReshapeParameter_default_instance_.Shutdown(); - delete ReshapeParameter_reflection_; - ScaleParameter_default_instance_.Shutdown(); - delete ScaleParameter_reflection_; - SigmoidParameter_default_instance_.Shutdown(); - delete SigmoidParameter_reflection_; - SliceParameter_default_instance_.Shutdown(); - delete SliceParameter_reflection_; - SoftmaxParameter_default_instance_.Shutdown(); - delete SoftmaxParameter_reflection_; - TanHParameter_default_instance_.Shutdown(); - delete TanHParameter_reflection_; - TileParameter_default_instance_.Shutdown(); - delete TileParameter_reflection_; - ThresholdParameter_default_instance_.Shutdown(); - delete ThresholdParameter_reflection_; - WindowDataParameter_default_instance_.Shutdown(); - delete WindowDataParameter_reflection_; - delete WindowDataParameter::_default_crop_mode_; - SPPParameter_default_instance_.Shutdown(); - delete SPPParameter_reflection_; - V1LayerParameter_default_instance_.Shutdown(); - delete V1LayerParameter_reflection_; - V0LayerParameter_default_instance_.Shutdown(); - delete V0LayerParameter_reflection_; - delete V0LayerParameter::_default_det_crop_mode_; - PReLUParameter_default_instance_.Shutdown(); - delete PReLUParameter_reflection_; - NormalizedBBox_default_instance_.Shutdown(); - delete NormalizedBBox_reflection_; -} - -void protobuf_InitDefaults_caffe_2eproto_impl() { - GOOGLE_PROTOBUF_VERIFY_VERSION; - - BlobShape_default_instance_.DefaultConstruct(); - BlobProto_default_instance_.DefaultConstruct(); - BlobProtoVector_default_instance_.DefaultConstruct(); - PermuteParameter_default_instance_.DefaultConstruct(); - NormalizeBBoxParameter_default_instance_.DefaultConstruct(); - PriorBoxParameter_default_instance_.DefaultConstruct(); - DetectionOutputParameter_default_instance_.DefaultConstruct(); - ::google::protobuf::internal::GetEmptyString(); - Datum_default_instance_.DefaultConstruct(); - ::google::protobuf::internal::GetEmptyString(); - FillerParameter::_default_type_ = - new ::std::string("constant", 8); - FillerParameter_default_instance_.DefaultConstruct(); - ::google::protobuf::internal::GetEmptyString(); - NetParameter_default_instance_.DefaultConstruct(); - ::google::protobuf::internal::GetEmptyString(); - SolverParameter::_default_regularization_type_ = - new ::std::string("L2", 2); - SolverParameter::_default_type_ = - new ::std::string("SGD", 3); - SolverParameter_default_instance_.DefaultConstruct(); - ::google::protobuf::internal::GetEmptyString(); - SolverState_default_instance_.DefaultConstruct(); - ::google::protobuf::internal::GetEmptyString(); - NetState_default_instance_.DefaultConstruct(); - ::google::protobuf::internal::GetEmptyString(); - NetStateRule_default_instance_.DefaultConstruct(); - ::google::protobuf::internal::GetEmptyString(); - ParamSpec_default_instance_.DefaultConstruct(); - ::google::protobuf::internal::GetEmptyString(); - LayerParameter_default_instance_.DefaultConstruct(); - ::google::protobuf::internal::GetEmptyString(); - TransformationParameter_default_instance_.DefaultConstruct(); - LossParameter_default_instance_.DefaultConstruct(); - AccuracyParameter_default_instance_.DefaultConstruct(); - ArgMaxParameter_default_instance_.DefaultConstruct(); - ConcatParameter_default_instance_.DefaultConstruct(); - BatchNormParameter_default_instance_.DefaultConstruct(); - BiasParameter_default_instance_.DefaultConstruct(); - ContrastiveLossParameter_default_instance_.DefaultConstruct(); - ConvolutionParameter_default_instance_.DefaultConstruct(); - CropParameter_default_instance_.DefaultConstruct(); - ::google::protobuf::internal::GetEmptyString(); - DataParameter_default_instance_.DefaultConstruct(); - NonMaximumSuppressionParameter_default_instance_.DefaultConstruct(); - ::google::protobuf::internal::GetEmptyString(); - SaveOutputParameter_default_instance_.DefaultConstruct(); - DropoutParameter_default_instance_.DefaultConstruct(); - DummyDataParameter_default_instance_.DefaultConstruct(); - EltwiseParameter_default_instance_.DefaultConstruct(); - ELUParameter_default_instance_.DefaultConstruct(); - EmbedParameter_default_instance_.DefaultConstruct(); - ExpParameter_default_instance_.DefaultConstruct(); - FlattenParameter_default_instance_.DefaultConstruct(); - ::google::protobuf::internal::GetEmptyString(); - HDF5DataParameter_default_instance_.DefaultConstruct(); - ::google::protobuf::internal::GetEmptyString(); - HDF5OutputParameter_default_instance_.DefaultConstruct(); - HingeLossParameter_default_instance_.DefaultConstruct(); - ::google::protobuf::internal::GetEmptyString(); - ImageDataParameter_default_instance_.DefaultConstruct(); - ::google::protobuf::internal::GetEmptyString(); - InfogainLossParameter_default_instance_.DefaultConstruct(); - InnerProductParameter_default_instance_.DefaultConstruct(); - InputParameter_default_instance_.DefaultConstruct(); - LogParameter_default_instance_.DefaultConstruct(); - LRNParameter_default_instance_.DefaultConstruct(); - MemoryDataParameter_default_instance_.DefaultConstruct(); - MVNParameter_default_instance_.DefaultConstruct(); - ParameterParameter_default_instance_.DefaultConstruct(); - PoolingParameter_default_instance_.DefaultConstruct(); - PowerParameter_default_instance_.DefaultConstruct(); - ::google::protobuf::internal::GetEmptyString(); - PythonParameter_default_instance_.DefaultConstruct(); - RecurrentParameter_default_instance_.DefaultConstruct(); - ReductionParameter_default_instance_.DefaultConstruct(); - ReLUParameter_default_instance_.DefaultConstruct(); - ReshapeParameter_default_instance_.DefaultConstruct(); - ScaleParameter_default_instance_.DefaultConstruct(); - SigmoidParameter_default_instance_.DefaultConstruct(); - SliceParameter_default_instance_.DefaultConstruct(); - SoftmaxParameter_default_instance_.DefaultConstruct(); - TanHParameter_default_instance_.DefaultConstruct(); - TileParameter_default_instance_.DefaultConstruct(); - ThresholdParameter_default_instance_.DefaultConstruct(); - ::google::protobuf::internal::GetEmptyString(); - WindowDataParameter::_default_crop_mode_ = - new ::std::string("warp", 4); - WindowDataParameter_default_instance_.DefaultConstruct(); - SPPParameter_default_instance_.DefaultConstruct(); - ::google::protobuf::internal::GetEmptyString(); - V1LayerParameter_default_instance_.DefaultConstruct(); - ::google::protobuf::internal::GetEmptyString(); - V0LayerParameter::_default_det_crop_mode_ = - new ::std::string("warp", 4); - V0LayerParameter_default_instance_.DefaultConstruct(); - PReLUParameter_default_instance_.DefaultConstruct(); - NormalizedBBox_default_instance_.DefaultConstruct(); - BlobShape_default_instance_.get_mutable()->InitAsDefaultInstance(); - BlobProto_default_instance_.get_mutable()->InitAsDefaultInstance(); - BlobProtoVector_default_instance_.get_mutable()->InitAsDefaultInstance(); - PermuteParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - NormalizeBBoxParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - PriorBoxParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - DetectionOutputParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - Datum_default_instance_.get_mutable()->InitAsDefaultInstance(); - FillerParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - NetParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - SolverParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - SolverState_default_instance_.get_mutable()->InitAsDefaultInstance(); - NetState_default_instance_.get_mutable()->InitAsDefaultInstance(); - NetStateRule_default_instance_.get_mutable()->InitAsDefaultInstance(); - ParamSpec_default_instance_.get_mutable()->InitAsDefaultInstance(); - LayerParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - TransformationParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - LossParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - AccuracyParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - ArgMaxParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - ConcatParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - BatchNormParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - BiasParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - ContrastiveLossParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - ConvolutionParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - CropParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - DataParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - NonMaximumSuppressionParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - SaveOutputParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - DropoutParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - DummyDataParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - EltwiseParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - ELUParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - EmbedParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - ExpParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - FlattenParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - HDF5DataParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - HDF5OutputParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - HingeLossParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - ImageDataParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - InfogainLossParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - InnerProductParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - InputParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - LogParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - LRNParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - MemoryDataParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - MVNParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - ParameterParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - PoolingParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - PowerParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - PythonParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - RecurrentParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - ReductionParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - ReLUParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - ReshapeParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - ScaleParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - SigmoidParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - SliceParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - SoftmaxParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - TanHParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - TileParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - ThresholdParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - WindowDataParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - SPPParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - V1LayerParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - V0LayerParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - PReLUParameter_default_instance_.get_mutable()->InitAsDefaultInstance(); - NormalizedBBox_default_instance_.get_mutable()->InitAsDefaultInstance(); -} - -GOOGLE_PROTOBUF_DECLARE_ONCE(protobuf_InitDefaults_caffe_2eproto_once_); -void protobuf_InitDefaults_caffe_2eproto() { - ::google::protobuf::GoogleOnceInit(&protobuf_InitDefaults_caffe_2eproto_once_, - &protobuf_InitDefaults_caffe_2eproto_impl); -} -void protobuf_AddDesc_caffe_2eproto_impl() { - GOOGLE_PROTOBUF_VERIFY_VERSION; - - protobuf_InitDefaults_caffe_2eproto(); - ::google::protobuf::DescriptorPool::InternalAddGeneratedFile( - 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"\002:\0030.5\022\035\n\020det_bg_threshold\0307 \001(\002:\0030.5\022\035\n" - "\017det_fg_fraction\0308 \001(\002:\0040.25\022\032\n\017det_cont" - "ext_pad\030: \001(\r:\0010\022\033\n\rdet_crop_mode\030; \001(\t:" - "\004warp\022\022\n\007new_num\030< \001(\005:\0010\022\027\n\014new_channel" - "s\030= \001(\005:\0010\022\025\n\nnew_height\030> \001(\005:\0010\022\024\n\tnew" - "_width\030\? \001(\005:\0010\022\035\n\016shuffle_images\030@ \001(\010:" - "\005false\022\025\n\nconcat_dim\030A \001(\r:\0011\0226\n\021hdf5_ou" - "tput_param\030\351\007 \001(\0132\032.caffe.HDF5OutputPara" - "meter\".\n\nPoolMethod\022\007\n\003MAX\020\000\022\007\n\003AVE\020\001\022\016\n" - "\nSTOCHASTIC\020\002\"W\n\016PReLUParameter\022&\n\006fille" - "r\030\001 \001(\0132\026.caffe.FillerParameter\022\035\n\016chann" - "el_shared\030\002 \001(\010:\005false\"\207\001\n\016NormalizedBBo" - "x\022\014\n\004xmin\030\001 \001(\002\022\014\n\004ymin\030\002 \001(\002\022\014\n\004xmax\030\003 " - "\001(\002\022\014\n\004ymax\030\004 \001(\002\022\r\n\005label\030\005 \001(\005\022\021\n\tdiff" - "icult\030\006 \001(\010\022\r\n\005score\030\007 \001(\002\022\014\n\004size\030\010 \001(\002" - "*\034\n\005Phase\022\t\n\005TRAIN\020\000\022\010\n\004TEST\020\001", 16870); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedFile( - "caffe.proto", &protobuf_RegisterTypes); - ::google::protobuf::internal::OnShutdown(&protobuf_ShutdownFile_caffe_2eproto); -} - -GOOGLE_PROTOBUF_DECLARE_ONCE(protobuf_AddDesc_caffe_2eproto_once_); -void protobuf_AddDesc_caffe_2eproto() { - ::google::protobuf::GoogleOnceInit(&protobuf_AddDesc_caffe_2eproto_once_, - &protobuf_AddDesc_caffe_2eproto_impl); -} -// Force AddDescriptors() to be called at static initialization time. -struct StaticDescriptorInitializer_caffe_2eproto { - StaticDescriptorInitializer_caffe_2eproto() { - protobuf_AddDesc_caffe_2eproto(); - } -} static_descriptor_initializer_caffe_2eproto_; -const ::google::protobuf::EnumDescriptor* Phase_descriptor() { - protobuf_AssignDescriptorsOnce(); - return Phase_descriptor_; -} -bool Phase_IsValid(int value) { - switch (value) { - case 0: - case 1: - return true; - default: - return false; - } -} - - -namespace { - -static void MergeFromFail(int line) GOOGLE_ATTRIBUTE_COLD GOOGLE_ATTRIBUTE_NORETURN; -static void MergeFromFail(int line) { - ::google::protobuf::internal::MergeFromFail(__FILE__, line); -} - -} // namespace - - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int BlobShape::kDimFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -BlobShape::BlobShape() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.BlobShape) -} - -void BlobShape::InitAsDefaultInstance() { -} - -BlobShape::BlobShape(const BlobShape& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.BlobShape) -} - -void BlobShape::SharedCtor() { - _cached_size_ = 0; -} - -BlobShape::~BlobShape() { - // @@protoc_insertion_point(destructor:caffe.BlobShape) - SharedDtor(); -} - -void BlobShape::SharedDtor() { -} - -void BlobShape::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* BlobShape::descriptor() { - protobuf_AssignDescriptorsOnce(); - return BlobShape_descriptor_; -} - -const BlobShape& BlobShape::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed BlobShape_default_instance_; - -BlobShape* BlobShape::New(::google::protobuf::Arena* arena) const { - BlobShape* n = new BlobShape; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void BlobShape::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.BlobShape) - dim_.Clear(); - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool BlobShape::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.BlobShape) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // repeated int64 dim = 1 [packed = true]; - case 1: { - if (tag == 10) { - DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitive< - ::google::protobuf::int64, ::google::protobuf::internal::WireFormatLite::TYPE_INT64>( - input, this->mutable_dim()))); - } else if (tag == 8) { - DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitiveNoInline< - ::google::protobuf::int64, ::google::protobuf::internal::WireFormatLite::TYPE_INT64>( - 1, 10, input, this->mutable_dim()))); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.BlobShape) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.BlobShape) - return false; -#undef DO_ -} - -void BlobShape::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.BlobShape) - // repeated int64 dim = 1 [packed = true]; - if (this->dim_size() > 0) { - ::google::protobuf::internal::WireFormatLite::WriteTag(1, ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED, output); - output->WriteVarint32(_dim_cached_byte_size_); - } - for (int i = 0; i < this->dim_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteInt64NoTag( - this->dim(i), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.BlobShape) -} - -::google::protobuf::uint8* BlobShape::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.BlobShape) - // repeated int64 dim = 1 [packed = true]; - if (this->dim_size() > 0) { - target = ::google::protobuf::internal::WireFormatLite::WriteTagToArray( - 1, - ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED, - target); - target = ::google::protobuf::io::CodedOutputStream::WriteVarint32ToArray( - _dim_cached_byte_size_, target); - } - for (int i = 0; i < this->dim_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite:: - WriteInt64NoTagToArray(this->dim(i), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.BlobShape) - return target; -} - -size_t BlobShape::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.BlobShape) - size_t total_size = 0; - - // repeated int64 dim = 1 [packed = true]; - { - size_t data_size = 0; - unsigned int count = this->dim_size(); - for (unsigned int i = 0; i < count; i++) { - data_size += ::google::protobuf::internal::WireFormatLite:: - Int64Size(this->dim(i)); - } - if (data_size > 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size(data_size); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(data_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _dim_cached_byte_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - total_size += data_size; - } - - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void BlobShape::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.BlobShape) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const BlobShape* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.BlobShape) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.BlobShape) - UnsafeMergeFrom(*source); - } -} - -void BlobShape::MergeFrom(const BlobShape& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.BlobShape) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void BlobShape::UnsafeMergeFrom(const BlobShape& from) { - GOOGLE_DCHECK(&from != this); - dim_.UnsafeMergeFrom(from.dim_); - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void BlobShape::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.BlobShape) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void BlobShape::CopyFrom(const BlobShape& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.BlobShape) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool BlobShape::IsInitialized() const { - - return true; -} - -void BlobShape::Swap(BlobShape* other) { - if (other == this) return; - InternalSwap(other); -} -void BlobShape::InternalSwap(BlobShape* other) { - dim_.UnsafeArenaSwap(&other->dim_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata BlobShape::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = BlobShape_descriptor_; - metadata.reflection = BlobShape_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// BlobShape - -// repeated int64 dim = 1 [packed = true]; -int BlobShape::dim_size() const { - return dim_.size(); -} -void BlobShape::clear_dim() { - dim_.Clear(); -} -::google::protobuf::int64 BlobShape::dim(int index) const { - // @@protoc_insertion_point(field_get:caffe.BlobShape.dim) - return dim_.Get(index); -} -void BlobShape::set_dim(int index, ::google::protobuf::int64 value) { - dim_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.BlobShape.dim) -} -void BlobShape::add_dim(::google::protobuf::int64 value) { - dim_.Add(value); - // @@protoc_insertion_point(field_add:caffe.BlobShape.dim) -} -const ::google::protobuf::RepeatedField< ::google::protobuf::int64 >& -BlobShape::dim() const { - // @@protoc_insertion_point(field_list:caffe.BlobShape.dim) - return dim_; -} -::google::protobuf::RepeatedField< ::google::protobuf::int64 >* -BlobShape::mutable_dim() { - // @@protoc_insertion_point(field_mutable_list:caffe.BlobShape.dim) - return &dim_; -} - -inline const BlobShape* BlobShape::internal_default_instance() { - return &BlobShape_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int BlobProto::kShapeFieldNumber; -const int BlobProto::kDataFieldNumber; -const int BlobProto::kDiffFieldNumber; -const int BlobProto::kDoubleDataFieldNumber; -const int BlobProto::kDoubleDiffFieldNumber; -const int BlobProto::kNumFieldNumber; -const int BlobProto::kChannelsFieldNumber; -const int BlobProto::kHeightFieldNumber; -const int BlobProto::kWidthFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -BlobProto::BlobProto() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.BlobProto) -} - -void BlobProto::InitAsDefaultInstance() { - shape_ = const_cast< ::caffe::BlobShape*>( - ::caffe::BlobShape::internal_default_instance()); -} - -BlobProto::BlobProto(const BlobProto& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.BlobProto) -} - -void BlobProto::SharedCtor() { - _cached_size_ = 0; - shape_ = NULL; - ::memset(&num_, 0, reinterpret_cast(&width_) - - reinterpret_cast(&num_) + sizeof(width_)); -} - -BlobProto::~BlobProto() { - // @@protoc_insertion_point(destructor:caffe.BlobProto) - SharedDtor(); -} - -void BlobProto::SharedDtor() { - if (this != &BlobProto_default_instance_.get()) { - delete shape_; - } -} - -void BlobProto::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* BlobProto::descriptor() { - protobuf_AssignDescriptorsOnce(); - return BlobProto_descriptor_; -} - -const BlobProto& BlobProto::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed BlobProto_default_instance_; - -BlobProto* BlobProto::New(::google::protobuf::Arena* arena) const { - BlobProto* n = new BlobProto; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void BlobProto::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.BlobProto) -#if defined(__clang__) -#define ZR_HELPER_(f) \ - _Pragma("clang diagnostic push") \ - _Pragma("clang diagnostic ignored \"-Winvalid-offsetof\"") \ - __builtin_offsetof(BlobProto, f) \ - _Pragma("clang diagnostic pop") -#else -#define ZR_HELPER_(f) reinterpret_cast(\ - &reinterpret_cast(16)->f) -#endif - -#define ZR_(first, last) do {\ - ::memset(&(first), 0,\ - ZR_HELPER_(last) - ZR_HELPER_(first) + sizeof(last));\ -} while (0) - - if (_has_bits_[0 / 32] & 225u) { - ZR_(num_, height_); - if (has_shape()) { - if (shape_ != NULL) shape_->::caffe::BlobShape::Clear(); - } - } - width_ = 0; - -#undef ZR_HELPER_ -#undef ZR_ - - data_.Clear(); - diff_.Clear(); - double_data_.Clear(); - double_diff_.Clear(); - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool BlobProto::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.BlobProto) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional int32 num = 1 [default = 0]; - case 1: { - if (tag == 8) { - set_has_num(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &num_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(16)) goto parse_channels; - break; - } - - // optional int32 channels = 2 [default = 0]; - case 2: { - if (tag == 16) { - parse_channels: - set_has_channels(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &channels_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(24)) goto parse_height; - break; - } - - // optional int32 height = 3 [default = 0]; - case 3: { - if (tag == 24) { - parse_height: - set_has_height(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &height_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(32)) goto parse_width; - break; - } - - // optional int32 width = 4 [default = 0]; - case 4: { - if (tag == 32) { - parse_width: - set_has_width(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &width_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(42)) goto parse_data; - break; - } - - // repeated float data = 5 [packed = true]; - case 5: { - if (tag == 42) { - parse_data: - DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, this->mutable_data()))); - } else if (tag == 45) { - DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitiveNoInline< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - 1, 42, input, this->mutable_data()))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(50)) goto parse_diff; - break; - } - - // repeated float diff = 6 [packed = true]; - case 6: { - if (tag == 50) { - parse_diff: - DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, this->mutable_diff()))); - } else if (tag == 53) { - DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitiveNoInline< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - 1, 50, input, this->mutable_diff()))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(58)) goto parse_shape; - break; - } - - // optional .caffe.BlobShape shape = 7; - case 7: { - if (tag == 58) { - parse_shape: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_shape())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(66)) goto parse_double_data; - break; - } - - // repeated double double_data = 8 [packed = true]; - case 8: { - if (tag == 66) { - parse_double_data: - DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitive< - double, ::google::protobuf::internal::WireFormatLite::TYPE_DOUBLE>( - input, this->mutable_double_data()))); - } else if (tag == 65) { - DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitiveNoInline< - double, ::google::protobuf::internal::WireFormatLite::TYPE_DOUBLE>( - 1, 66, input, this->mutable_double_data()))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(74)) goto parse_double_diff; - break; - } - - // repeated double double_diff = 9 [packed = true]; - case 9: { - if (tag == 74) { - parse_double_diff: - DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitive< - double, ::google::protobuf::internal::WireFormatLite::TYPE_DOUBLE>( - input, this->mutable_double_diff()))); - } else if (tag == 73) { - DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitiveNoInline< - double, ::google::protobuf::internal::WireFormatLite::TYPE_DOUBLE>( - 1, 74, input, this->mutable_double_diff()))); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.BlobProto) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.BlobProto) - return false; -#undef DO_ -} - -void BlobProto::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.BlobProto) - // optional int32 num = 1 [default = 0]; - if (has_num()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(1, this->num(), output); - } - - // optional int32 channels = 2 [default = 0]; - if (has_channels()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(2, this->channels(), output); - } - - // optional int32 height = 3 [default = 0]; - if (has_height()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(3, this->height(), output); - } - - // optional int32 width = 4 [default = 0]; - if (has_width()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(4, this->width(), output); - } - - // repeated float data = 5 [packed = true]; - if (this->data_size() > 0) { - ::google::protobuf::internal::WireFormatLite::WriteTag(5, ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED, output); - output->WriteVarint32(_data_cached_byte_size_); - } - for (int i = 0; i < this->data_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteFloatNoTag( - this->data(i), output); - } - - // repeated float diff = 6 [packed = true]; - if (this->diff_size() > 0) { - ::google::protobuf::internal::WireFormatLite::WriteTag(6, ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED, output); - output->WriteVarint32(_diff_cached_byte_size_); - } - for (int i = 0; i < this->diff_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteFloatNoTag( - this->diff(i), output); - } - - // optional .caffe.BlobShape shape = 7; - if (has_shape()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 7, *this->shape_, output); - } - - // repeated double double_data = 8 [packed = true]; - if (this->double_data_size() > 0) { - ::google::protobuf::internal::WireFormatLite::WriteTag(8, ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED, output); - output->WriteVarint32(_double_data_cached_byte_size_); - } - for (int i = 0; i < this->double_data_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteDoubleNoTag( - this->double_data(i), output); - } - - // repeated double double_diff = 9 [packed = true]; - if (this->double_diff_size() > 0) { - ::google::protobuf::internal::WireFormatLite::WriteTag(9, ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED, output); - output->WriteVarint32(_double_diff_cached_byte_size_); - } - for (int i = 0; i < this->double_diff_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteDoubleNoTag( - this->double_diff(i), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.BlobProto) -} - -::google::protobuf::uint8* BlobProto::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.BlobProto) - // optional int32 num = 1 [default = 0]; - if (has_num()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(1, this->num(), target); - } - - // optional int32 channels = 2 [default = 0]; - if (has_channels()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(2, this->channels(), target); - } - - // optional int32 height = 3 [default = 0]; - if (has_height()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(3, this->height(), target); - } - - // optional int32 width = 4 [default = 0]; - if (has_width()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(4, this->width(), target); - } - - // repeated float data = 5 [packed = true]; - if (this->data_size() > 0) { - target = ::google::protobuf::internal::WireFormatLite::WriteTagToArray( - 5, - ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED, - target); - target = ::google::protobuf::io::CodedOutputStream::WriteVarint32ToArray( - _data_cached_byte_size_, target); - } - for (int i = 0; i < this->data_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite:: - WriteFloatNoTagToArray(this->data(i), target); - } - - // repeated float diff = 6 [packed = true]; - if (this->diff_size() > 0) { - target = ::google::protobuf::internal::WireFormatLite::WriteTagToArray( - 6, - ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED, - target); - target = ::google::protobuf::io::CodedOutputStream::WriteVarint32ToArray( - _diff_cached_byte_size_, target); - } - for (int i = 0; i < this->diff_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite:: - WriteFloatNoTagToArray(this->diff(i), target); - } - - // optional .caffe.BlobShape shape = 7; - if (has_shape()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 7, *this->shape_, false, target); - } - - // repeated double double_data = 8 [packed = true]; - if (this->double_data_size() > 0) { - target = ::google::protobuf::internal::WireFormatLite::WriteTagToArray( - 8, - ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED, - target); - target = ::google::protobuf::io::CodedOutputStream::WriteVarint32ToArray( - _double_data_cached_byte_size_, target); - } - for (int i = 0; i < this->double_data_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite:: - WriteDoubleNoTagToArray(this->double_data(i), target); - } - - // repeated double double_diff = 9 [packed = true]; - if (this->double_diff_size() > 0) { - target = ::google::protobuf::internal::WireFormatLite::WriteTagToArray( - 9, - ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED, - target); - target = ::google::protobuf::io::CodedOutputStream::WriteVarint32ToArray( - _double_diff_cached_byte_size_, target); - } - for (int i = 0; i < this->double_diff_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite:: - WriteDoubleNoTagToArray(this->double_diff(i), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.BlobProto) - return target; -} - -size_t BlobProto::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.BlobProto) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 225u) { - // optional .caffe.BlobShape shape = 7; - if (has_shape()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->shape_); - } - - // optional int32 num = 1 [default = 0]; - if (has_num()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->num()); - } - - // optional int32 channels = 2 [default = 0]; - if (has_channels()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->channels()); - } - - // optional int32 height = 3 [default = 0]; - if (has_height()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->height()); - } - - } - // optional int32 width = 4 [default = 0]; - if (has_width()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->width()); - } - - // repeated float data = 5 [packed = true]; - { - size_t data_size = 0; - unsigned int count = this->data_size(); - data_size = 4UL * count; - if (data_size > 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size(data_size); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(data_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _data_cached_byte_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - total_size += data_size; - } - - // repeated float diff = 6 [packed = true]; - { - size_t data_size = 0; - unsigned int count = this->diff_size(); - data_size = 4UL * count; - if (data_size > 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size(data_size); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(data_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _diff_cached_byte_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - total_size += data_size; - } - - // repeated double double_data = 8 [packed = true]; - { - size_t data_size = 0; - unsigned int count = this->double_data_size(); - data_size = 8UL * count; - if (data_size > 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size(data_size); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(data_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _double_data_cached_byte_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - total_size += data_size; - } - - // repeated double double_diff = 9 [packed = true]; - { - size_t data_size = 0; - unsigned int count = this->double_diff_size(); - data_size = 8UL * count; - if (data_size > 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size(data_size); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(data_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _double_diff_cached_byte_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - total_size += data_size; - } - - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void BlobProto::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.BlobProto) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const BlobProto* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.BlobProto) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.BlobProto) - UnsafeMergeFrom(*source); - } -} - -void BlobProto::MergeFrom(const BlobProto& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.BlobProto) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void BlobProto::UnsafeMergeFrom(const BlobProto& from) { - GOOGLE_DCHECK(&from != this); - data_.UnsafeMergeFrom(from.data_); - diff_.UnsafeMergeFrom(from.diff_); - double_data_.UnsafeMergeFrom(from.double_data_); - double_diff_.UnsafeMergeFrom(from.double_diff_); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_shape()) { - mutable_shape()->::caffe::BlobShape::MergeFrom(from.shape()); - } - if (from.has_num()) { - set_num(from.num()); - } - if (from.has_channels()) { - set_channels(from.channels()); - } - if (from.has_height()) { - set_height(from.height()); - } - } - if (from._has_bits_[8 / 32] & (0xffu << (8 % 32))) { - if (from.has_width()) { - set_width(from.width()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void BlobProto::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.BlobProto) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void BlobProto::CopyFrom(const BlobProto& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.BlobProto) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool BlobProto::IsInitialized() const { - - return true; -} - -void BlobProto::Swap(BlobProto* other) { - if (other == this) return; - InternalSwap(other); -} -void BlobProto::InternalSwap(BlobProto* other) { - std::swap(shape_, other->shape_); - data_.UnsafeArenaSwap(&other->data_); - diff_.UnsafeArenaSwap(&other->diff_); - double_data_.UnsafeArenaSwap(&other->double_data_); - double_diff_.UnsafeArenaSwap(&other->double_diff_); - std::swap(num_, other->num_); - std::swap(channels_, other->channels_); - std::swap(height_, other->height_); - std::swap(width_, other->width_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata BlobProto::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = BlobProto_descriptor_; - metadata.reflection = BlobProto_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// BlobProto - -// optional .caffe.BlobShape shape = 7; -bool BlobProto::has_shape() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void BlobProto::set_has_shape() { - _has_bits_[0] |= 0x00000001u; -} -void BlobProto::clear_has_shape() { - _has_bits_[0] &= ~0x00000001u; -} -void BlobProto::clear_shape() { - if (shape_ != NULL) shape_->::caffe::BlobShape::Clear(); - clear_has_shape(); -} -const ::caffe::BlobShape& BlobProto::shape() const { - // @@protoc_insertion_point(field_get:caffe.BlobProto.shape) - return shape_ != NULL ? *shape_ - : *::caffe::BlobShape::internal_default_instance(); -} -::caffe::BlobShape* BlobProto::mutable_shape() { - set_has_shape(); - if (shape_ == NULL) { - shape_ = new ::caffe::BlobShape; - } - // @@protoc_insertion_point(field_mutable:caffe.BlobProto.shape) - return shape_; -} -::caffe::BlobShape* BlobProto::release_shape() { - // @@protoc_insertion_point(field_release:caffe.BlobProto.shape) - clear_has_shape(); - ::caffe::BlobShape* temp = shape_; - shape_ = NULL; - return temp; -} -void BlobProto::set_allocated_shape(::caffe::BlobShape* shape) { - delete shape_; - shape_ = shape; - if (shape) { - set_has_shape(); - } else { - clear_has_shape(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.BlobProto.shape) -} - -// repeated float data = 5 [packed = true]; -int BlobProto::data_size() const { - return data_.size(); -} -void BlobProto::clear_data() { - data_.Clear(); -} -float BlobProto::data(int index) const { - // @@protoc_insertion_point(field_get:caffe.BlobProto.data) - return data_.Get(index); -} -void BlobProto::set_data(int index, float value) { - data_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.BlobProto.data) -} -void BlobProto::add_data(float value) { - data_.Add(value); - // @@protoc_insertion_point(field_add:caffe.BlobProto.data) -} -const ::google::protobuf::RepeatedField< float >& -BlobProto::data() const { - // @@protoc_insertion_point(field_list:caffe.BlobProto.data) - return data_; -} -::google::protobuf::RepeatedField< float >* -BlobProto::mutable_data() { - // @@protoc_insertion_point(field_mutable_list:caffe.BlobProto.data) - return &data_; -} - -// repeated float diff = 6 [packed = true]; -int BlobProto::diff_size() const { - return diff_.size(); -} -void BlobProto::clear_diff() { - diff_.Clear(); -} -float BlobProto::diff(int index) const { - // @@protoc_insertion_point(field_get:caffe.BlobProto.diff) - return diff_.Get(index); -} -void BlobProto::set_diff(int index, float value) { - diff_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.BlobProto.diff) -} -void BlobProto::add_diff(float value) { - diff_.Add(value); - // @@protoc_insertion_point(field_add:caffe.BlobProto.diff) -} -const ::google::protobuf::RepeatedField< float >& -BlobProto::diff() const { - // @@protoc_insertion_point(field_list:caffe.BlobProto.diff) - return diff_; -} -::google::protobuf::RepeatedField< float >* -BlobProto::mutable_diff() { - // @@protoc_insertion_point(field_mutable_list:caffe.BlobProto.diff) - return &diff_; -} - -// repeated double double_data = 8 [packed = true]; -int BlobProto::double_data_size() const { - return double_data_.size(); -} -void BlobProto::clear_double_data() { - double_data_.Clear(); -} -double BlobProto::double_data(int index) const { - // @@protoc_insertion_point(field_get:caffe.BlobProto.double_data) - return double_data_.Get(index); -} -void BlobProto::set_double_data(int index, double value) { - double_data_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.BlobProto.double_data) -} -void BlobProto::add_double_data(double value) { - double_data_.Add(value); - // @@protoc_insertion_point(field_add:caffe.BlobProto.double_data) -} -const ::google::protobuf::RepeatedField< double >& -BlobProto::double_data() const { - // @@protoc_insertion_point(field_list:caffe.BlobProto.double_data) - return double_data_; -} -::google::protobuf::RepeatedField< double >* -BlobProto::mutable_double_data() { - // @@protoc_insertion_point(field_mutable_list:caffe.BlobProto.double_data) - return &double_data_; -} - -// repeated double double_diff = 9 [packed = true]; -int BlobProto::double_diff_size() const { - return double_diff_.size(); -} -void BlobProto::clear_double_diff() { - double_diff_.Clear(); -} -double BlobProto::double_diff(int index) const { - // @@protoc_insertion_point(field_get:caffe.BlobProto.double_diff) - return double_diff_.Get(index); -} -void BlobProto::set_double_diff(int index, double value) { - double_diff_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.BlobProto.double_diff) -} -void BlobProto::add_double_diff(double value) { - double_diff_.Add(value); - // @@protoc_insertion_point(field_add:caffe.BlobProto.double_diff) -} -const ::google::protobuf::RepeatedField< double >& -BlobProto::double_diff() const { - // @@protoc_insertion_point(field_list:caffe.BlobProto.double_diff) - return double_diff_; -} -::google::protobuf::RepeatedField< double >* -BlobProto::mutable_double_diff() { - // @@protoc_insertion_point(field_mutable_list:caffe.BlobProto.double_diff) - return &double_diff_; -} - -// optional int32 num = 1 [default = 0]; -bool BlobProto::has_num() const { - return (_has_bits_[0] & 0x00000020u) != 0; -} -void BlobProto::set_has_num() { - _has_bits_[0] |= 0x00000020u; -} -void BlobProto::clear_has_num() { - _has_bits_[0] &= ~0x00000020u; -} -void BlobProto::clear_num() { - num_ = 0; - clear_has_num(); -} -::google::protobuf::int32 BlobProto::num() const { - // @@protoc_insertion_point(field_get:caffe.BlobProto.num) - return num_; -} -void BlobProto::set_num(::google::protobuf::int32 value) { - set_has_num(); - num_ = value; - // @@protoc_insertion_point(field_set:caffe.BlobProto.num) -} - -// optional int32 channels = 2 [default = 0]; -bool BlobProto::has_channels() const { - return (_has_bits_[0] & 0x00000040u) != 0; -} -void BlobProto::set_has_channels() { - _has_bits_[0] |= 0x00000040u; -} -void BlobProto::clear_has_channels() { - _has_bits_[0] &= ~0x00000040u; -} -void BlobProto::clear_channels() { - channels_ = 0; - clear_has_channels(); -} -::google::protobuf::int32 BlobProto::channels() const { - // @@protoc_insertion_point(field_get:caffe.BlobProto.channels) - return channels_; -} -void BlobProto::set_channels(::google::protobuf::int32 value) { - set_has_channels(); - channels_ = value; - // @@protoc_insertion_point(field_set:caffe.BlobProto.channels) -} - -// optional int32 height = 3 [default = 0]; -bool BlobProto::has_height() const { - return (_has_bits_[0] & 0x00000080u) != 0; -} -void BlobProto::set_has_height() { - _has_bits_[0] |= 0x00000080u; -} -void BlobProto::clear_has_height() { - _has_bits_[0] &= ~0x00000080u; -} -void BlobProto::clear_height() { - height_ = 0; - clear_has_height(); -} -::google::protobuf::int32 BlobProto::height() const { - // @@protoc_insertion_point(field_get:caffe.BlobProto.height) - return height_; -} -void BlobProto::set_height(::google::protobuf::int32 value) { - set_has_height(); - height_ = value; - // @@protoc_insertion_point(field_set:caffe.BlobProto.height) -} - -// optional int32 width = 4 [default = 0]; -bool BlobProto::has_width() const { - return (_has_bits_[0] & 0x00000100u) != 0; -} -void BlobProto::set_has_width() { - _has_bits_[0] |= 0x00000100u; -} -void BlobProto::clear_has_width() { - _has_bits_[0] &= ~0x00000100u; -} -void BlobProto::clear_width() { - width_ = 0; - clear_has_width(); -} -::google::protobuf::int32 BlobProto::width() const { - // @@protoc_insertion_point(field_get:caffe.BlobProto.width) - return width_; -} -void BlobProto::set_width(::google::protobuf::int32 value) { - set_has_width(); - width_ = value; - // @@protoc_insertion_point(field_set:caffe.BlobProto.width) -} - -inline const BlobProto* BlobProto::internal_default_instance() { - return &BlobProto_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int BlobProtoVector::kBlobsFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -BlobProtoVector::BlobProtoVector() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.BlobProtoVector) -} - -void BlobProtoVector::InitAsDefaultInstance() { -} - -BlobProtoVector::BlobProtoVector(const BlobProtoVector& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.BlobProtoVector) -} - -void BlobProtoVector::SharedCtor() { - _cached_size_ = 0; -} - -BlobProtoVector::~BlobProtoVector() { - // @@protoc_insertion_point(destructor:caffe.BlobProtoVector) - SharedDtor(); -} - -void BlobProtoVector::SharedDtor() { -} - -void BlobProtoVector::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* BlobProtoVector::descriptor() { - protobuf_AssignDescriptorsOnce(); - return BlobProtoVector_descriptor_; -} - -const BlobProtoVector& BlobProtoVector::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed BlobProtoVector_default_instance_; - -BlobProtoVector* BlobProtoVector::New(::google::protobuf::Arena* arena) const { - BlobProtoVector* n = new BlobProtoVector; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void BlobProtoVector::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.BlobProtoVector) - blobs_.Clear(); - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool BlobProtoVector::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.BlobProtoVector) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // repeated .caffe.BlobProto blobs = 1; - case 1: { - if (tag == 10) { - DO_(input->IncrementRecursionDepth()); - parse_loop_blobs: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtualNoRecursionDepth( - input, add_blobs())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(10)) goto parse_loop_blobs; - input->UnsafeDecrementRecursionDepth(); - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.BlobProtoVector) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.BlobProtoVector) - return false; -#undef DO_ -} - -void BlobProtoVector::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.BlobProtoVector) - // repeated .caffe.BlobProto blobs = 1; - for (unsigned int i = 0, n = this->blobs_size(); i < n; i++) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 1, this->blobs(i), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.BlobProtoVector) -} - -::google::protobuf::uint8* BlobProtoVector::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.BlobProtoVector) - // repeated .caffe.BlobProto blobs = 1; - for (unsigned int i = 0, n = this->blobs_size(); i < n; i++) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 1, this->blobs(i), false, target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.BlobProtoVector) - return target; -} - -size_t BlobProtoVector::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.BlobProtoVector) - size_t total_size = 0; - - // repeated .caffe.BlobProto blobs = 1; - { - unsigned int count = this->blobs_size(); - total_size += 1UL * count; - for (unsigned int i = 0; i < count; i++) { - total_size += - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - this->blobs(i)); - } - } - - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void BlobProtoVector::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.BlobProtoVector) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const BlobProtoVector* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.BlobProtoVector) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.BlobProtoVector) - UnsafeMergeFrom(*source); - } -} - -void BlobProtoVector::MergeFrom(const BlobProtoVector& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.BlobProtoVector) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void BlobProtoVector::UnsafeMergeFrom(const BlobProtoVector& from) { - GOOGLE_DCHECK(&from != this); - blobs_.MergeFrom(from.blobs_); - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void BlobProtoVector::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.BlobProtoVector) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void BlobProtoVector::CopyFrom(const BlobProtoVector& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.BlobProtoVector) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool BlobProtoVector::IsInitialized() const { - - return true; -} - -void BlobProtoVector::Swap(BlobProtoVector* other) { - if (other == this) return; - InternalSwap(other); -} -void BlobProtoVector::InternalSwap(BlobProtoVector* other) { - blobs_.UnsafeArenaSwap(&other->blobs_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata BlobProtoVector::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = BlobProtoVector_descriptor_; - metadata.reflection = BlobProtoVector_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// BlobProtoVector - -// repeated .caffe.BlobProto blobs = 1; -int BlobProtoVector::blobs_size() const { - return blobs_.size(); -} -void BlobProtoVector::clear_blobs() { - blobs_.Clear(); -} -const ::caffe::BlobProto& BlobProtoVector::blobs(int index) const { - // @@protoc_insertion_point(field_get:caffe.BlobProtoVector.blobs) - return blobs_.Get(index); -} -::caffe::BlobProto* BlobProtoVector::mutable_blobs(int index) { - // @@protoc_insertion_point(field_mutable:caffe.BlobProtoVector.blobs) - return blobs_.Mutable(index); -} -::caffe::BlobProto* BlobProtoVector::add_blobs() { - // @@protoc_insertion_point(field_add:caffe.BlobProtoVector.blobs) - return blobs_.Add(); -} -::google::protobuf::RepeatedPtrField< ::caffe::BlobProto >* -BlobProtoVector::mutable_blobs() { - // @@protoc_insertion_point(field_mutable_list:caffe.BlobProtoVector.blobs) - return &blobs_; -} -const ::google::protobuf::RepeatedPtrField< ::caffe::BlobProto >& -BlobProtoVector::blobs() const { - // @@protoc_insertion_point(field_list:caffe.BlobProtoVector.blobs) - return blobs_; -} - -inline const BlobProtoVector* BlobProtoVector::internal_default_instance() { - return &BlobProtoVector_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int PermuteParameter::kOrderFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -PermuteParameter::PermuteParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.PermuteParameter) -} - -void PermuteParameter::InitAsDefaultInstance() { -} - -PermuteParameter::PermuteParameter(const PermuteParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.PermuteParameter) -} - -void PermuteParameter::SharedCtor() { - _cached_size_ = 0; -} - -PermuteParameter::~PermuteParameter() { - // @@protoc_insertion_point(destructor:caffe.PermuteParameter) - SharedDtor(); -} - -void PermuteParameter::SharedDtor() { -} - -void PermuteParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* PermuteParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return PermuteParameter_descriptor_; -} - -const PermuteParameter& PermuteParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed PermuteParameter_default_instance_; - -PermuteParameter* PermuteParameter::New(::google::protobuf::Arena* arena) const { - PermuteParameter* n = new PermuteParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void PermuteParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.PermuteParameter) - order_.Clear(); - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool PermuteParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.PermuteParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // repeated uint32 order = 1; - case 1: { - if (tag == 8) { - parse_order: - DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - 1, 8, input, this->mutable_order()))); - } else if (tag == 10) { - DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitiveNoInline< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, this->mutable_order()))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(8)) goto parse_order; - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.PermuteParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.PermuteParameter) - return false; -#undef DO_ -} - -void PermuteParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.PermuteParameter) - // repeated uint32 order = 1; - for (int i = 0; i < this->order_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32( - 1, this->order(i), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.PermuteParameter) -} - -::google::protobuf::uint8* PermuteParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.PermuteParameter) - // repeated uint32 order = 1; - for (int i = 0; i < this->order_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite:: - WriteUInt32ToArray(1, this->order(i), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.PermuteParameter) - return target; -} - -size_t PermuteParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.PermuteParameter) - size_t total_size = 0; - - // repeated uint32 order = 1; - { - size_t data_size = 0; - unsigned int count = this->order_size(); - for (unsigned int i = 0; i < count; i++) { - data_size += ::google::protobuf::internal::WireFormatLite:: - UInt32Size(this->order(i)); - } - total_size += 1 * - ::google::protobuf::internal::FromIntSize(this->order_size()); - total_size += data_size; - } - - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void PermuteParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.PermuteParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const PermuteParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.PermuteParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.PermuteParameter) - UnsafeMergeFrom(*source); - } -} - -void PermuteParameter::MergeFrom(const PermuteParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.PermuteParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void PermuteParameter::UnsafeMergeFrom(const PermuteParameter& from) { - GOOGLE_DCHECK(&from != this); - order_.UnsafeMergeFrom(from.order_); - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void PermuteParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.PermuteParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void PermuteParameter::CopyFrom(const PermuteParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.PermuteParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool PermuteParameter::IsInitialized() const { - - return true; -} - -void PermuteParameter::Swap(PermuteParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void PermuteParameter::InternalSwap(PermuteParameter* other) { - order_.UnsafeArenaSwap(&other->order_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata PermuteParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = PermuteParameter_descriptor_; - metadata.reflection = PermuteParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// PermuteParameter - -// repeated uint32 order = 1; -int PermuteParameter::order_size() const { - return order_.size(); -} -void PermuteParameter::clear_order() { - order_.Clear(); -} -::google::protobuf::uint32 PermuteParameter::order(int index) const { - // @@protoc_insertion_point(field_get:caffe.PermuteParameter.order) - return order_.Get(index); -} -void PermuteParameter::set_order(int index, ::google::protobuf::uint32 value) { - order_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.PermuteParameter.order) -} -void PermuteParameter::add_order(::google::protobuf::uint32 value) { - order_.Add(value); - // @@protoc_insertion_point(field_add:caffe.PermuteParameter.order) -} -const ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >& -PermuteParameter::order() const { - // @@protoc_insertion_point(field_list:caffe.PermuteParameter.order) - return order_; -} -::google::protobuf::RepeatedField< ::google::protobuf::uint32 >* -PermuteParameter::mutable_order() { - // @@protoc_insertion_point(field_mutable_list:caffe.PermuteParameter.order) - return &order_; -} - -inline const PermuteParameter* PermuteParameter::internal_default_instance() { - return &PermuteParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int NormalizeBBoxParameter::kAcrossSpatialFieldNumber; -const int NormalizeBBoxParameter::kScaleFillerFieldNumber; -const int NormalizeBBoxParameter::kChannelSharedFieldNumber; -const int NormalizeBBoxParameter::kEpsFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -NormalizeBBoxParameter::NormalizeBBoxParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.NormalizeBBoxParameter) -} - -void NormalizeBBoxParameter::InitAsDefaultInstance() { - scale_filler_ = const_cast< ::caffe::FillerParameter*>( - ::caffe::FillerParameter::internal_default_instance()); -} - -NormalizeBBoxParameter::NormalizeBBoxParameter(const NormalizeBBoxParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.NormalizeBBoxParameter) -} - -void NormalizeBBoxParameter::SharedCtor() { - _cached_size_ = 0; - scale_filler_ = NULL; - across_spatial_ = true; - channel_shared_ = true; - eps_ = 1e-10f; -} - -NormalizeBBoxParameter::~NormalizeBBoxParameter() { - // @@protoc_insertion_point(destructor:caffe.NormalizeBBoxParameter) - SharedDtor(); -} - -void NormalizeBBoxParameter::SharedDtor() { - if (this != &NormalizeBBoxParameter_default_instance_.get()) { - delete scale_filler_; - } -} - -void NormalizeBBoxParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* NormalizeBBoxParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return NormalizeBBoxParameter_descriptor_; -} - -const NormalizeBBoxParameter& NormalizeBBoxParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed NormalizeBBoxParameter_default_instance_; - -NormalizeBBoxParameter* NormalizeBBoxParameter::New(::google::protobuf::Arena* arena) const { - NormalizeBBoxParameter* n = new NormalizeBBoxParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void NormalizeBBoxParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.NormalizeBBoxParameter) - if (_has_bits_[0 / 32] & 15u) { - across_spatial_ = true; - if (has_scale_filler()) { - if (scale_filler_ != NULL) scale_filler_->::caffe::FillerParameter::Clear(); - } - channel_shared_ = true; - eps_ = 1e-10f; - } - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool NormalizeBBoxParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.NormalizeBBoxParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional bool across_spatial = 1 [default = true]; - case 1: { - if (tag == 8) { - set_has_across_spatial(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &across_spatial_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(18)) goto parse_scale_filler; - break; - } - - // optional .caffe.FillerParameter scale_filler = 2; - case 2: { - if (tag == 18) { - parse_scale_filler: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_scale_filler())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(24)) goto parse_channel_shared; - break; - } - - // optional bool channel_shared = 3 [default = true]; - case 3: { - if (tag == 24) { - parse_channel_shared: - set_has_channel_shared(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &channel_shared_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(37)) goto parse_eps; - break; - } - - // optional float eps = 4 [default = 1e-10]; - case 4: { - if (tag == 37) { - parse_eps: - set_has_eps(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &eps_))); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.NormalizeBBoxParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.NormalizeBBoxParameter) - return false; -#undef DO_ -} - -void NormalizeBBoxParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.NormalizeBBoxParameter) - // optional bool across_spatial = 1 [default = true]; - if (has_across_spatial()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(1, this->across_spatial(), output); - } - - // optional .caffe.FillerParameter scale_filler = 2; - if (has_scale_filler()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 2, *this->scale_filler_, output); - } - - // optional bool channel_shared = 3 [default = true]; - if (has_channel_shared()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(3, this->channel_shared(), output); - } - - // optional float eps = 4 [default = 1e-10]; - if (has_eps()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(4, this->eps(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.NormalizeBBoxParameter) -} - -::google::protobuf::uint8* NormalizeBBoxParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.NormalizeBBoxParameter) - // optional bool across_spatial = 1 [default = true]; - if (has_across_spatial()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(1, this->across_spatial(), target); - } - - // optional .caffe.FillerParameter scale_filler = 2; - if (has_scale_filler()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 2, *this->scale_filler_, false, target); - } - - // optional bool channel_shared = 3 [default = true]; - if (has_channel_shared()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(3, this->channel_shared(), target); - } - - // optional float eps = 4 [default = 1e-10]; - if (has_eps()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(4, this->eps(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.NormalizeBBoxParameter) - return target; -} - -size_t NormalizeBBoxParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.NormalizeBBoxParameter) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 15u) { - // optional bool across_spatial = 1 [default = true]; - if (has_across_spatial()) { - total_size += 1 + 1; - } - - // optional .caffe.FillerParameter scale_filler = 2; - if (has_scale_filler()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->scale_filler_); - } - - // optional bool channel_shared = 3 [default = true]; - if (has_channel_shared()) { - total_size += 1 + 1; - } - - // optional float eps = 4 [default = 1e-10]; - if (has_eps()) { - total_size += 1 + 4; - } - - } - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void NormalizeBBoxParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.NormalizeBBoxParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const NormalizeBBoxParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.NormalizeBBoxParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.NormalizeBBoxParameter) - UnsafeMergeFrom(*source); - } -} - -void NormalizeBBoxParameter::MergeFrom(const NormalizeBBoxParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.NormalizeBBoxParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void NormalizeBBoxParameter::UnsafeMergeFrom(const NormalizeBBoxParameter& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_across_spatial()) { - set_across_spatial(from.across_spatial()); - } - if (from.has_scale_filler()) { - mutable_scale_filler()->::caffe::FillerParameter::MergeFrom(from.scale_filler()); - } - if (from.has_channel_shared()) { - set_channel_shared(from.channel_shared()); - } - if (from.has_eps()) { - set_eps(from.eps()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void NormalizeBBoxParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.NormalizeBBoxParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void NormalizeBBoxParameter::CopyFrom(const NormalizeBBoxParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.NormalizeBBoxParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool NormalizeBBoxParameter::IsInitialized() const { - - return true; -} - -void NormalizeBBoxParameter::Swap(NormalizeBBoxParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void NormalizeBBoxParameter::InternalSwap(NormalizeBBoxParameter* other) { - std::swap(across_spatial_, other->across_spatial_); - std::swap(scale_filler_, other->scale_filler_); - std::swap(channel_shared_, other->channel_shared_); - std::swap(eps_, other->eps_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata NormalizeBBoxParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = NormalizeBBoxParameter_descriptor_; - metadata.reflection = NormalizeBBoxParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// NormalizeBBoxParameter - -// optional bool across_spatial = 1 [default = true]; -bool NormalizeBBoxParameter::has_across_spatial() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void NormalizeBBoxParameter::set_has_across_spatial() { - _has_bits_[0] |= 0x00000001u; -} -void NormalizeBBoxParameter::clear_has_across_spatial() { - _has_bits_[0] &= ~0x00000001u; -} -void NormalizeBBoxParameter::clear_across_spatial() { - across_spatial_ = true; - clear_has_across_spatial(); -} -bool NormalizeBBoxParameter::across_spatial() const { - // @@protoc_insertion_point(field_get:caffe.NormalizeBBoxParameter.across_spatial) - return across_spatial_; -} -void NormalizeBBoxParameter::set_across_spatial(bool value) { - set_has_across_spatial(); - across_spatial_ = value; - // @@protoc_insertion_point(field_set:caffe.NormalizeBBoxParameter.across_spatial) -} - -// optional .caffe.FillerParameter scale_filler = 2; -bool NormalizeBBoxParameter::has_scale_filler() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void NormalizeBBoxParameter::set_has_scale_filler() { - _has_bits_[0] |= 0x00000002u; -} -void NormalizeBBoxParameter::clear_has_scale_filler() { - _has_bits_[0] &= ~0x00000002u; -} -void NormalizeBBoxParameter::clear_scale_filler() { - if (scale_filler_ != NULL) scale_filler_->::caffe::FillerParameter::Clear(); - clear_has_scale_filler(); -} -const ::caffe::FillerParameter& NormalizeBBoxParameter::scale_filler() const { - // @@protoc_insertion_point(field_get:caffe.NormalizeBBoxParameter.scale_filler) - return scale_filler_ != NULL ? *scale_filler_ - : *::caffe::FillerParameter::internal_default_instance(); -} -::caffe::FillerParameter* NormalizeBBoxParameter::mutable_scale_filler() { - set_has_scale_filler(); - if (scale_filler_ == NULL) { - scale_filler_ = new ::caffe::FillerParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.NormalizeBBoxParameter.scale_filler) - return scale_filler_; -} -::caffe::FillerParameter* NormalizeBBoxParameter::release_scale_filler() { - // @@protoc_insertion_point(field_release:caffe.NormalizeBBoxParameter.scale_filler) - clear_has_scale_filler(); - ::caffe::FillerParameter* temp = scale_filler_; - scale_filler_ = NULL; - return temp; -} -void NormalizeBBoxParameter::set_allocated_scale_filler(::caffe::FillerParameter* scale_filler) { - delete scale_filler_; - scale_filler_ = scale_filler; - if (scale_filler) { - set_has_scale_filler(); - } else { - clear_has_scale_filler(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.NormalizeBBoxParameter.scale_filler) -} - -// optional bool channel_shared = 3 [default = true]; -bool NormalizeBBoxParameter::has_channel_shared() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -void NormalizeBBoxParameter::set_has_channel_shared() { - _has_bits_[0] |= 0x00000004u; -} -void NormalizeBBoxParameter::clear_has_channel_shared() { - _has_bits_[0] &= ~0x00000004u; -} -void NormalizeBBoxParameter::clear_channel_shared() { - channel_shared_ = true; - clear_has_channel_shared(); -} -bool NormalizeBBoxParameter::channel_shared() const { - // @@protoc_insertion_point(field_get:caffe.NormalizeBBoxParameter.channel_shared) - return channel_shared_; -} -void NormalizeBBoxParameter::set_channel_shared(bool value) { - set_has_channel_shared(); - channel_shared_ = value; - // @@protoc_insertion_point(field_set:caffe.NormalizeBBoxParameter.channel_shared) -} - -// optional float eps = 4 [default = 1e-10]; -bool NormalizeBBoxParameter::has_eps() const { - return (_has_bits_[0] & 0x00000008u) != 0; -} -void NormalizeBBoxParameter::set_has_eps() { - _has_bits_[0] |= 0x00000008u; -} -void NormalizeBBoxParameter::clear_has_eps() { - _has_bits_[0] &= ~0x00000008u; -} -void NormalizeBBoxParameter::clear_eps() { - eps_ = 1e-10f; - clear_has_eps(); -} -float NormalizeBBoxParameter::eps() const { - // @@protoc_insertion_point(field_get:caffe.NormalizeBBoxParameter.eps) - return eps_; -} -void NormalizeBBoxParameter::set_eps(float value) { - set_has_eps(); - eps_ = value; - // @@protoc_insertion_point(field_set:caffe.NormalizeBBoxParameter.eps) -} - -inline const NormalizeBBoxParameter* NormalizeBBoxParameter::internal_default_instance() { - return &NormalizeBBoxParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -const ::google::protobuf::EnumDescriptor* PriorBoxParameter_CodeType_descriptor() { - protobuf_AssignDescriptorsOnce(); - return PriorBoxParameter_CodeType_descriptor_; -} -bool PriorBoxParameter_CodeType_IsValid(int value) { - switch (value) { - case 1: - case 2: - return true; - default: - return false; - } -} - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const PriorBoxParameter_CodeType PriorBoxParameter::CORNER; -const PriorBoxParameter_CodeType PriorBoxParameter::CENTER_SIZE; -const PriorBoxParameter_CodeType PriorBoxParameter::CodeType_MIN; -const PriorBoxParameter_CodeType PriorBoxParameter::CodeType_MAX; -const int PriorBoxParameter::CodeType_ARRAYSIZE; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int PriorBoxParameter::kMinSizeFieldNumber; -const int PriorBoxParameter::kMaxSizeFieldNumber; -const int PriorBoxParameter::kAspectRatioFieldNumber; -const int PriorBoxParameter::kFlipFieldNumber; -const int PriorBoxParameter::kClipFieldNumber; -const int PriorBoxParameter::kVarianceFieldNumber; -const int PriorBoxParameter::kImgSizeFieldNumber; -const int PriorBoxParameter::kImgHFieldNumber; -const int PriorBoxParameter::kImgWFieldNumber; -const int PriorBoxParameter::kStepFieldNumber; -const int PriorBoxParameter::kStepHFieldNumber; -const int PriorBoxParameter::kStepWFieldNumber; -const int PriorBoxParameter::kOffsetFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -PriorBoxParameter::PriorBoxParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.PriorBoxParameter) -} - -void PriorBoxParameter::InitAsDefaultInstance() { -} - -PriorBoxParameter::PriorBoxParameter(const PriorBoxParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.PriorBoxParameter) -} - -void PriorBoxParameter::SharedCtor() { - _cached_size_ = 0; - ::memset(&min_size_, 0, reinterpret_cast(&step_w_) - - reinterpret_cast(&min_size_) + sizeof(step_w_)); - flip_ = true; - clip_ = true; - offset_ = 0.5f; -} - -PriorBoxParameter::~PriorBoxParameter() { - // @@protoc_insertion_point(destructor:caffe.PriorBoxParameter) - SharedDtor(); -} - -void PriorBoxParameter::SharedDtor() { -} - -void PriorBoxParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* PriorBoxParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return PriorBoxParameter_descriptor_; -} - -const PriorBoxParameter& PriorBoxParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed PriorBoxParameter_default_instance_; - -PriorBoxParameter* PriorBoxParameter::New(::google::protobuf::Arena* arena) const { - PriorBoxParameter* n = new PriorBoxParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void PriorBoxParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.PriorBoxParameter) -#if defined(__clang__) -#define ZR_HELPER_(f) \ - _Pragma("clang diagnostic push") \ - _Pragma("clang diagnostic ignored \"-Winvalid-offsetof\"") \ - __builtin_offsetof(PriorBoxParameter, f) \ - _Pragma("clang diagnostic pop") -#else -#define ZR_HELPER_(f) reinterpret_cast(\ - &reinterpret_cast(16)->f) -#endif - -#define ZR_(first, last) do {\ - ::memset(&(first), 0,\ - ZR_HELPER_(last) - ZR_HELPER_(first) + sizeof(last));\ -} while (0) - - if (_has_bits_[0 / 32] & 219u) { - ZR_(min_size_, img_h_); - flip_ = true; - clip_ = true; - } - if (_has_bits_[8 / 32] & 7936u) { - ZR_(img_w_, step_w_); - offset_ = 0.5f; - } - -#undef ZR_HELPER_ -#undef ZR_ - - aspect_ratio_.Clear(); - variance_.Clear(); - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool PriorBoxParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.PriorBoxParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional float min_size = 1; - case 1: { - if (tag == 13) { - set_has_min_size(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &min_size_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(21)) goto parse_max_size; - break; - } - - // optional float max_size = 2; - case 2: { - if (tag == 21) { - parse_max_size: - set_has_max_size(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &max_size_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(29)) goto parse_aspect_ratio; - break; - } - - // repeated float aspect_ratio = 3; - case 3: { - if (tag == 29) { - parse_aspect_ratio: - DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - 1, 29, input, this->mutable_aspect_ratio()))); - } else if (tag == 26) { - DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitiveNoInline< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, this->mutable_aspect_ratio()))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(29)) goto parse_aspect_ratio; - if (input->ExpectTag(32)) goto parse_flip; - break; - } - - // optional bool flip = 4 [default = true]; - case 4: { - if (tag == 32) { - parse_flip: - set_has_flip(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &flip_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(40)) goto parse_clip; - break; - } - - // optional bool clip = 5 [default = true]; - case 5: { - if (tag == 40) { - parse_clip: - set_has_clip(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &clip_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(53)) goto parse_variance; - break; - } - - // repeated float variance = 6; - case 6: { - if (tag == 53) { - parse_variance: - DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - 1, 53, input, this->mutable_variance()))); - } else if (tag == 50) { - DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitiveNoInline< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, this->mutable_variance()))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(53)) goto parse_variance; - if (input->ExpectTag(56)) goto parse_img_size; - break; - } - - // optional uint32 img_size = 7; - case 7: { - if (tag == 56) { - parse_img_size: - set_has_img_size(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &img_size_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(64)) goto parse_img_h; - break; - } - - // optional uint32 img_h = 8; - case 8: { - if (tag == 64) { - parse_img_h: - set_has_img_h(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &img_h_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(72)) goto parse_img_w; - break; - } - - // optional uint32 img_w = 9; - case 9: { - if (tag == 72) { - parse_img_w: - set_has_img_w(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &img_w_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(85)) goto parse_step; - break; - } - - // optional float step = 10; - case 10: { - if (tag == 85) { - parse_step: - set_has_step(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &step_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(93)) goto parse_step_h; - break; - } - - // optional float step_h = 11; - case 11: { - if (tag == 93) { - parse_step_h: - set_has_step_h(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &step_h_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(101)) goto parse_step_w; - break; - } - - // optional float step_w = 12; - case 12: { - if (tag == 101) { - parse_step_w: - set_has_step_w(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &step_w_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(109)) goto parse_offset; - break; - } - - // optional float offset = 13 [default = 0.5]; - case 13: { - if (tag == 109) { - parse_offset: - set_has_offset(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &offset_))); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.PriorBoxParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.PriorBoxParameter) - return false; -#undef DO_ -} - -void PriorBoxParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.PriorBoxParameter) - // optional float min_size = 1; - if (has_min_size()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(1, this->min_size(), output); - } - - // optional float max_size = 2; - if (has_max_size()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(2, this->max_size(), output); - } - - // repeated float aspect_ratio = 3; - for (int i = 0; i < this->aspect_ratio_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteFloat( - 3, this->aspect_ratio(i), output); - } - - // optional bool flip = 4 [default = true]; - if (has_flip()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(4, this->flip(), output); - } - - // optional bool clip = 5 [default = true]; - if (has_clip()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(5, this->clip(), output); - } - - // repeated float variance = 6; - for (int i = 0; i < this->variance_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteFloat( - 6, this->variance(i), output); - } - - // optional uint32 img_size = 7; - if (has_img_size()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(7, this->img_size(), output); - } - - // optional uint32 img_h = 8; - if (has_img_h()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(8, this->img_h(), output); - } - - // optional uint32 img_w = 9; - if (has_img_w()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(9, this->img_w(), output); - } - - // optional float step = 10; - if (has_step()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(10, this->step(), output); - } - - // optional float step_h = 11; - if (has_step_h()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(11, this->step_h(), output); - } - - // optional float step_w = 12; - if (has_step_w()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(12, this->step_w(), output); - } - - // optional float offset = 13 [default = 0.5]; - if (has_offset()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(13, this->offset(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.PriorBoxParameter) -} - -::google::protobuf::uint8* PriorBoxParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.PriorBoxParameter) - // optional float min_size = 1; - if (has_min_size()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(1, this->min_size(), target); - } - - // optional float max_size = 2; - if (has_max_size()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(2, this->max_size(), target); - } - - // repeated float aspect_ratio = 3; - for (int i = 0; i < this->aspect_ratio_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite:: - WriteFloatToArray(3, this->aspect_ratio(i), target); - } - - // optional bool flip = 4 [default = true]; - if (has_flip()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(4, this->flip(), target); - } - - // optional bool clip = 5 [default = true]; - if (has_clip()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(5, this->clip(), target); - } - - // repeated float variance = 6; - for (int i = 0; i < this->variance_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite:: - WriteFloatToArray(6, this->variance(i), target); - } - - // optional uint32 img_size = 7; - if (has_img_size()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(7, this->img_size(), target); - } - - // optional uint32 img_h = 8; - if (has_img_h()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(8, this->img_h(), target); - } - - // optional uint32 img_w = 9; - if (has_img_w()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(9, this->img_w(), target); - } - - // optional float step = 10; - if (has_step()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(10, this->step(), target); - } - - // optional float step_h = 11; - if (has_step_h()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(11, this->step_h(), target); - } - - // optional float step_w = 12; - if (has_step_w()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(12, this->step_w(), target); - } - - // optional float offset = 13 [default = 0.5]; - if (has_offset()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(13, this->offset(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.PriorBoxParameter) - return target; -} - -size_t PriorBoxParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.PriorBoxParameter) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 219u) { - // optional float min_size = 1; - if (has_min_size()) { - total_size += 1 + 4; - } - - // optional float max_size = 2; - if (has_max_size()) { - total_size += 1 + 4; - } - - // optional bool flip = 4 [default = true]; - if (has_flip()) { - total_size += 1 + 1; - } - - // optional bool clip = 5 [default = true]; - if (has_clip()) { - total_size += 1 + 1; - } - - // optional uint32 img_size = 7; - if (has_img_size()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->img_size()); - } - - // optional uint32 img_h = 8; - if (has_img_h()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->img_h()); - } - - } - if (_has_bits_[8 / 32] & 7936u) { - // optional uint32 img_w = 9; - if (has_img_w()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->img_w()); - } - - // optional float step = 10; - if (has_step()) { - total_size += 1 + 4; - } - - // optional float step_h = 11; - if (has_step_h()) { - total_size += 1 + 4; - } - - // optional float step_w = 12; - if (has_step_w()) { - total_size += 1 + 4; - } - - // optional float offset = 13 [default = 0.5]; - if (has_offset()) { - total_size += 1 + 4; - } - - } - // repeated float aspect_ratio = 3; - { - size_t data_size = 0; - unsigned int count = this->aspect_ratio_size(); - data_size = 4UL * count; - total_size += 1 * - ::google::protobuf::internal::FromIntSize(this->aspect_ratio_size()); - total_size += data_size; - } - - // repeated float variance = 6; - { - size_t data_size = 0; - unsigned int count = this->variance_size(); - data_size = 4UL * count; - total_size += 1 * - ::google::protobuf::internal::FromIntSize(this->variance_size()); - total_size += data_size; - } - - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void PriorBoxParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.PriorBoxParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const PriorBoxParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.PriorBoxParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.PriorBoxParameter) - UnsafeMergeFrom(*source); - } -} - -void PriorBoxParameter::MergeFrom(const PriorBoxParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.PriorBoxParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void PriorBoxParameter::UnsafeMergeFrom(const PriorBoxParameter& from) { - GOOGLE_DCHECK(&from != this); - aspect_ratio_.UnsafeMergeFrom(from.aspect_ratio_); - variance_.UnsafeMergeFrom(from.variance_); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_min_size()) { - set_min_size(from.min_size()); - } - if (from.has_max_size()) { - set_max_size(from.max_size()); - } - if (from.has_flip()) { - set_flip(from.flip()); - } - if (from.has_clip()) { - set_clip(from.clip()); - } - if (from.has_img_size()) { - set_img_size(from.img_size()); - } - if (from.has_img_h()) { - set_img_h(from.img_h()); - } - } - if (from._has_bits_[8 / 32] & (0xffu << (8 % 32))) { - if (from.has_img_w()) { - set_img_w(from.img_w()); - } - if (from.has_step()) { - set_step(from.step()); - } - if (from.has_step_h()) { - set_step_h(from.step_h()); - } - if (from.has_step_w()) { - set_step_w(from.step_w()); - } - if (from.has_offset()) { - set_offset(from.offset()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void PriorBoxParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.PriorBoxParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void PriorBoxParameter::CopyFrom(const PriorBoxParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.PriorBoxParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool PriorBoxParameter::IsInitialized() const { - - return true; -} - -void PriorBoxParameter::Swap(PriorBoxParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void PriorBoxParameter::InternalSwap(PriorBoxParameter* other) { - std::swap(min_size_, other->min_size_); - std::swap(max_size_, other->max_size_); - aspect_ratio_.UnsafeArenaSwap(&other->aspect_ratio_); - std::swap(flip_, other->flip_); - std::swap(clip_, other->clip_); - variance_.UnsafeArenaSwap(&other->variance_); - std::swap(img_size_, other->img_size_); - std::swap(img_h_, other->img_h_); - std::swap(img_w_, other->img_w_); - std::swap(step_, other->step_); - std::swap(step_h_, other->step_h_); - std::swap(step_w_, other->step_w_); - std::swap(offset_, other->offset_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata PriorBoxParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = PriorBoxParameter_descriptor_; - metadata.reflection = PriorBoxParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// PriorBoxParameter - -// optional float min_size = 1; -bool PriorBoxParameter::has_min_size() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void PriorBoxParameter::set_has_min_size() { - _has_bits_[0] |= 0x00000001u; -} -void PriorBoxParameter::clear_has_min_size() { - _has_bits_[0] &= ~0x00000001u; -} -void PriorBoxParameter::clear_min_size() { - min_size_ = 0; - clear_has_min_size(); -} -float PriorBoxParameter::min_size() const { - // @@protoc_insertion_point(field_get:caffe.PriorBoxParameter.min_size) - return min_size_; -} -void PriorBoxParameter::set_min_size(float value) { - set_has_min_size(); - min_size_ = value; - // @@protoc_insertion_point(field_set:caffe.PriorBoxParameter.min_size) -} - -// optional float max_size = 2; -bool PriorBoxParameter::has_max_size() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void PriorBoxParameter::set_has_max_size() { - _has_bits_[0] |= 0x00000002u; -} -void PriorBoxParameter::clear_has_max_size() { - _has_bits_[0] &= ~0x00000002u; -} -void PriorBoxParameter::clear_max_size() { - max_size_ = 0; - clear_has_max_size(); -} -float PriorBoxParameter::max_size() const { - // @@protoc_insertion_point(field_get:caffe.PriorBoxParameter.max_size) - return max_size_; -} -void PriorBoxParameter::set_max_size(float value) { - set_has_max_size(); - max_size_ = value; - // @@protoc_insertion_point(field_set:caffe.PriorBoxParameter.max_size) -} - -// repeated float aspect_ratio = 3; -int PriorBoxParameter::aspect_ratio_size() const { - return aspect_ratio_.size(); -} -void PriorBoxParameter::clear_aspect_ratio() { - aspect_ratio_.Clear(); -} -float PriorBoxParameter::aspect_ratio(int index) const { - // @@protoc_insertion_point(field_get:caffe.PriorBoxParameter.aspect_ratio) - return aspect_ratio_.Get(index); -} -void PriorBoxParameter::set_aspect_ratio(int index, float value) { - aspect_ratio_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.PriorBoxParameter.aspect_ratio) -} -void PriorBoxParameter::add_aspect_ratio(float value) { - aspect_ratio_.Add(value); - // @@protoc_insertion_point(field_add:caffe.PriorBoxParameter.aspect_ratio) -} -const ::google::protobuf::RepeatedField< float >& -PriorBoxParameter::aspect_ratio() const { - // @@protoc_insertion_point(field_list:caffe.PriorBoxParameter.aspect_ratio) - return aspect_ratio_; -} -::google::protobuf::RepeatedField< float >* -PriorBoxParameter::mutable_aspect_ratio() { - // @@protoc_insertion_point(field_mutable_list:caffe.PriorBoxParameter.aspect_ratio) - return &aspect_ratio_; -} - -// optional bool flip = 4 [default = true]; -bool PriorBoxParameter::has_flip() const { - return (_has_bits_[0] & 0x00000008u) != 0; -} -void PriorBoxParameter::set_has_flip() { - _has_bits_[0] |= 0x00000008u; -} -void PriorBoxParameter::clear_has_flip() { - _has_bits_[0] &= ~0x00000008u; -} -void PriorBoxParameter::clear_flip() { - flip_ = true; - clear_has_flip(); -} -bool PriorBoxParameter::flip() const { - // @@protoc_insertion_point(field_get:caffe.PriorBoxParameter.flip) - return flip_; -} -void PriorBoxParameter::set_flip(bool value) { - set_has_flip(); - flip_ = value; - // @@protoc_insertion_point(field_set:caffe.PriorBoxParameter.flip) -} - -// optional bool clip = 5 [default = true]; -bool PriorBoxParameter::has_clip() const { - return (_has_bits_[0] & 0x00000010u) != 0; -} -void PriorBoxParameter::set_has_clip() { - _has_bits_[0] |= 0x00000010u; -} -void PriorBoxParameter::clear_has_clip() { - _has_bits_[0] &= ~0x00000010u; -} -void PriorBoxParameter::clear_clip() { - clip_ = true; - clear_has_clip(); -} -bool PriorBoxParameter::clip() const { - // @@protoc_insertion_point(field_get:caffe.PriorBoxParameter.clip) - return clip_; -} -void PriorBoxParameter::set_clip(bool value) { - set_has_clip(); - clip_ = value; - // @@protoc_insertion_point(field_set:caffe.PriorBoxParameter.clip) -} - -// repeated float variance = 6; -int PriorBoxParameter::variance_size() const { - return variance_.size(); -} -void PriorBoxParameter::clear_variance() { - variance_.Clear(); -} -float PriorBoxParameter::variance(int index) const { - // @@protoc_insertion_point(field_get:caffe.PriorBoxParameter.variance) - return variance_.Get(index); -} -void PriorBoxParameter::set_variance(int index, float value) { - variance_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.PriorBoxParameter.variance) -} -void PriorBoxParameter::add_variance(float value) { - variance_.Add(value); - // @@protoc_insertion_point(field_add:caffe.PriorBoxParameter.variance) -} -const ::google::protobuf::RepeatedField< float >& -PriorBoxParameter::variance() const { - // @@protoc_insertion_point(field_list:caffe.PriorBoxParameter.variance) - return variance_; -} -::google::protobuf::RepeatedField< float >* -PriorBoxParameter::mutable_variance() { - // @@protoc_insertion_point(field_mutable_list:caffe.PriorBoxParameter.variance) - return &variance_; -} - -// optional uint32 img_size = 7; -bool PriorBoxParameter::has_img_size() const { - return (_has_bits_[0] & 0x00000040u) != 0; -} -void PriorBoxParameter::set_has_img_size() { - _has_bits_[0] |= 0x00000040u; -} -void PriorBoxParameter::clear_has_img_size() { - _has_bits_[0] &= ~0x00000040u; -} -void PriorBoxParameter::clear_img_size() { - img_size_ = 0u; - clear_has_img_size(); -} -::google::protobuf::uint32 PriorBoxParameter::img_size() const { - // @@protoc_insertion_point(field_get:caffe.PriorBoxParameter.img_size) - return img_size_; -} -void PriorBoxParameter::set_img_size(::google::protobuf::uint32 value) { - set_has_img_size(); - img_size_ = value; - // @@protoc_insertion_point(field_set:caffe.PriorBoxParameter.img_size) -} - -// optional uint32 img_h = 8; -bool PriorBoxParameter::has_img_h() const { - return (_has_bits_[0] & 0x00000080u) != 0; -} -void PriorBoxParameter::set_has_img_h() { - _has_bits_[0] |= 0x00000080u; -} -void PriorBoxParameter::clear_has_img_h() { - _has_bits_[0] &= ~0x00000080u; -} -void PriorBoxParameter::clear_img_h() { - img_h_ = 0u; - clear_has_img_h(); -} -::google::protobuf::uint32 PriorBoxParameter::img_h() const { - // @@protoc_insertion_point(field_get:caffe.PriorBoxParameter.img_h) - return img_h_; -} -void PriorBoxParameter::set_img_h(::google::protobuf::uint32 value) { - set_has_img_h(); - img_h_ = value; - // @@protoc_insertion_point(field_set:caffe.PriorBoxParameter.img_h) -} - -// optional uint32 img_w = 9; -bool PriorBoxParameter::has_img_w() const { - return (_has_bits_[0] & 0x00000100u) != 0; -} -void PriorBoxParameter::set_has_img_w() { - _has_bits_[0] |= 0x00000100u; -} -void PriorBoxParameter::clear_has_img_w() { - _has_bits_[0] &= ~0x00000100u; -} -void PriorBoxParameter::clear_img_w() { - img_w_ = 0u; - clear_has_img_w(); -} -::google::protobuf::uint32 PriorBoxParameter::img_w() const { - // @@protoc_insertion_point(field_get:caffe.PriorBoxParameter.img_w) - return img_w_; -} -void PriorBoxParameter::set_img_w(::google::protobuf::uint32 value) { - set_has_img_w(); - img_w_ = value; - // @@protoc_insertion_point(field_set:caffe.PriorBoxParameter.img_w) -} - -// optional float step = 10; -bool PriorBoxParameter::has_step() const { - return (_has_bits_[0] & 0x00000200u) != 0; -} -void PriorBoxParameter::set_has_step() { - _has_bits_[0] |= 0x00000200u; -} -void PriorBoxParameter::clear_has_step() { - _has_bits_[0] &= ~0x00000200u; -} -void PriorBoxParameter::clear_step() { - step_ = 0; - clear_has_step(); -} -float PriorBoxParameter::step() const { - // @@protoc_insertion_point(field_get:caffe.PriorBoxParameter.step) - return step_; -} -void PriorBoxParameter::set_step(float value) { - set_has_step(); - step_ = value; - // @@protoc_insertion_point(field_set:caffe.PriorBoxParameter.step) -} - -// optional float step_h = 11; -bool PriorBoxParameter::has_step_h() const { - return (_has_bits_[0] & 0x00000400u) != 0; -} -void PriorBoxParameter::set_has_step_h() { - _has_bits_[0] |= 0x00000400u; -} -void PriorBoxParameter::clear_has_step_h() { - _has_bits_[0] &= ~0x00000400u; -} -void PriorBoxParameter::clear_step_h() { - step_h_ = 0; - clear_has_step_h(); -} -float PriorBoxParameter::step_h() const { - // @@protoc_insertion_point(field_get:caffe.PriorBoxParameter.step_h) - return step_h_; -} -void PriorBoxParameter::set_step_h(float value) { - set_has_step_h(); - step_h_ = value; - // @@protoc_insertion_point(field_set:caffe.PriorBoxParameter.step_h) -} - -// optional float step_w = 12; -bool PriorBoxParameter::has_step_w() const { - return (_has_bits_[0] & 0x00000800u) != 0; -} -void PriorBoxParameter::set_has_step_w() { - _has_bits_[0] |= 0x00000800u; -} -void PriorBoxParameter::clear_has_step_w() { - _has_bits_[0] &= ~0x00000800u; -} -void PriorBoxParameter::clear_step_w() { - step_w_ = 0; - clear_has_step_w(); -} -float PriorBoxParameter::step_w() const { - // @@protoc_insertion_point(field_get:caffe.PriorBoxParameter.step_w) - return step_w_; -} -void PriorBoxParameter::set_step_w(float value) { - set_has_step_w(); - step_w_ = value; - // @@protoc_insertion_point(field_set:caffe.PriorBoxParameter.step_w) -} - -// optional float offset = 13 [default = 0.5]; -bool PriorBoxParameter::has_offset() const { - return (_has_bits_[0] & 0x00001000u) != 0; -} -void PriorBoxParameter::set_has_offset() { - _has_bits_[0] |= 0x00001000u; -} -void PriorBoxParameter::clear_has_offset() { - _has_bits_[0] &= ~0x00001000u; -} -void PriorBoxParameter::clear_offset() { - offset_ = 0.5f; - clear_has_offset(); -} -float PriorBoxParameter::offset() const { - // @@protoc_insertion_point(field_get:caffe.PriorBoxParameter.offset) - return offset_; -} -void PriorBoxParameter::set_offset(float value) { - set_has_offset(); - offset_ = value; - // @@protoc_insertion_point(field_set:caffe.PriorBoxParameter.offset) -} - -inline const PriorBoxParameter* PriorBoxParameter::internal_default_instance() { - return &PriorBoxParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int DetectionOutputParameter::kNumClassesFieldNumber; -const int DetectionOutputParameter::kShareLocationFieldNumber; -const int DetectionOutputParameter::kBackgroundLabelIdFieldNumber; -const int DetectionOutputParameter::kNmsParamFieldNumber; -const int DetectionOutputParameter::kSaveOutputParamFieldNumber; -const int DetectionOutputParameter::kCodeTypeFieldNumber; -const int DetectionOutputParameter::kVarianceEncodedInTargetFieldNumber; -const int DetectionOutputParameter::kKeepTopKFieldNumber; -const int DetectionOutputParameter::kConfidenceThresholdFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -DetectionOutputParameter::DetectionOutputParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.DetectionOutputParameter) -} - -void DetectionOutputParameter::InitAsDefaultInstance() { - nms_param_ = const_cast< ::caffe::NonMaximumSuppressionParameter*>( - ::caffe::NonMaximumSuppressionParameter::internal_default_instance()); - save_output_param_ = const_cast< ::caffe::SaveOutputParameter*>( - ::caffe::SaveOutputParameter::internal_default_instance()); -} - -DetectionOutputParameter::DetectionOutputParameter(const DetectionOutputParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.DetectionOutputParameter) -} - -void DetectionOutputParameter::SharedCtor() { - _cached_size_ = 0; - nms_param_ = NULL; - save_output_param_ = NULL; - ::memset(&num_classes_, 0, reinterpret_cast(&confidence_threshold_) - - reinterpret_cast(&num_classes_) + sizeof(confidence_threshold_)); - keep_top_k_ = -1; - share_location_ = true; - code_type_ = 1; -} - -DetectionOutputParameter::~DetectionOutputParameter() { - // @@protoc_insertion_point(destructor:caffe.DetectionOutputParameter) - SharedDtor(); -} - -void DetectionOutputParameter::SharedDtor() { - if (this != &DetectionOutputParameter_default_instance_.get()) { - delete nms_param_; - delete save_output_param_; - } -} - -void DetectionOutputParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* DetectionOutputParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return DetectionOutputParameter_descriptor_; -} - -const DetectionOutputParameter& DetectionOutputParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed DetectionOutputParameter_default_instance_; - -DetectionOutputParameter* DetectionOutputParameter::New(::google::protobuf::Arena* arena) const { - DetectionOutputParameter* n = new DetectionOutputParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void DetectionOutputParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.DetectionOutputParameter) -#if defined(__clang__) -#define ZR_HELPER_(f) \ - _Pragma("clang diagnostic push") \ - _Pragma("clang diagnostic ignored \"-Winvalid-offsetof\"") \ - __builtin_offsetof(DetectionOutputParameter, f) \ - _Pragma("clang diagnostic pop") -#else -#define ZR_HELPER_(f) reinterpret_cast(\ - &reinterpret_cast(16)->f) -#endif - -#define ZR_(first, last) do {\ - ::memset(&(first), 0,\ - ZR_HELPER_(last) - ZR_HELPER_(first) + sizeof(last));\ -} while (0) - - if (_has_bits_[0 / 32] & 255u) { - ZR_(num_classes_, variance_encoded_in_target_); - share_location_ = true; - if (has_nms_param()) { - if (nms_param_ != NULL) nms_param_->::caffe::NonMaximumSuppressionParameter::Clear(); - } - if (has_save_output_param()) { - if (save_output_param_ != NULL) save_output_param_->::caffe::SaveOutputParameter::Clear(); - } - code_type_ = 1; - keep_top_k_ = -1; - } - confidence_threshold_ = 0; - -#undef ZR_HELPER_ -#undef ZR_ - - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool DetectionOutputParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.DetectionOutputParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional uint32 num_classes = 1; - case 1: { - if (tag == 8) { - set_has_num_classes(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &num_classes_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(16)) goto parse_share_location; - break; - } - - // optional bool share_location = 2 [default = true]; - case 2: { - if (tag == 16) { - parse_share_location: - set_has_share_location(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &share_location_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(24)) goto parse_background_label_id; - break; - } - - // optional int32 background_label_id = 3 [default = 0]; - case 3: { - if (tag == 24) { - parse_background_label_id: - set_has_background_label_id(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &background_label_id_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(34)) goto parse_nms_param; - break; - } - - // optional .caffe.NonMaximumSuppressionParameter nms_param = 4; - case 4: { - if (tag == 34) { - parse_nms_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_nms_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(42)) goto parse_save_output_param; - break; - } - - // optional .caffe.SaveOutputParameter save_output_param = 5; - case 5: { - if (tag == 42) { - parse_save_output_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_save_output_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(48)) goto parse_code_type; - break; - } - - // optional .caffe.PriorBoxParameter.CodeType code_type = 6 [default = CORNER]; - case 6: { - if (tag == 48) { - parse_code_type: - int value; - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - int, ::google::protobuf::internal::WireFormatLite::TYPE_ENUM>( - input, &value))); - if (::caffe::PriorBoxParameter_CodeType_IsValid(value)) { - set_code_type(static_cast< ::caffe::PriorBoxParameter_CodeType >(value)); - } else { - mutable_unknown_fields()->AddVarint(6, value); - } - } else { - goto handle_unusual; - } - if (input->ExpectTag(56)) goto parse_keep_top_k; - break; - } - - // optional int32 keep_top_k = 7 [default = -1]; - case 7: { - if (tag == 56) { - parse_keep_top_k: - set_has_keep_top_k(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &keep_top_k_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(64)) goto parse_variance_encoded_in_target; - break; - } - - // optional bool variance_encoded_in_target = 8 [default = false]; - case 8: { - if (tag == 64) { - parse_variance_encoded_in_target: - set_has_variance_encoded_in_target(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &variance_encoded_in_target_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(77)) goto parse_confidence_threshold; - break; - } - - // optional float confidence_threshold = 9; - case 9: { - if (tag == 77) { - parse_confidence_threshold: - set_has_confidence_threshold(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &confidence_threshold_))); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.DetectionOutputParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.DetectionOutputParameter) - return false; -#undef DO_ -} - -void DetectionOutputParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.DetectionOutputParameter) - // optional uint32 num_classes = 1; - if (has_num_classes()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(1, this->num_classes(), output); - } - - // optional bool share_location = 2 [default = true]; - if (has_share_location()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(2, this->share_location(), output); - } - - // optional int32 background_label_id = 3 [default = 0]; - if (has_background_label_id()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(3, this->background_label_id(), output); - } - - // optional .caffe.NonMaximumSuppressionParameter nms_param = 4; - if (has_nms_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 4, *this->nms_param_, output); - } - - // optional .caffe.SaveOutputParameter save_output_param = 5; - if (has_save_output_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 5, *this->save_output_param_, output); - } - - // optional .caffe.PriorBoxParameter.CodeType code_type = 6 [default = CORNER]; - if (has_code_type()) { - ::google::protobuf::internal::WireFormatLite::WriteEnum( - 6, this->code_type(), output); - } - - // optional int32 keep_top_k = 7 [default = -1]; - if (has_keep_top_k()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(7, this->keep_top_k(), output); - } - - // optional bool variance_encoded_in_target = 8 [default = false]; - if (has_variance_encoded_in_target()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(8, this->variance_encoded_in_target(), output); - } - - // optional float confidence_threshold = 9; - if (has_confidence_threshold()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(9, this->confidence_threshold(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.DetectionOutputParameter) -} - -::google::protobuf::uint8* DetectionOutputParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.DetectionOutputParameter) - // optional uint32 num_classes = 1; - if (has_num_classes()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(1, this->num_classes(), target); - } - - // optional bool share_location = 2 [default = true]; - if (has_share_location()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(2, this->share_location(), target); - } - - // optional int32 background_label_id = 3 [default = 0]; - if (has_background_label_id()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(3, this->background_label_id(), target); - } - - // optional .caffe.NonMaximumSuppressionParameter nms_param = 4; - if (has_nms_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 4, *this->nms_param_, false, target); - } - - // optional .caffe.SaveOutputParameter save_output_param = 5; - if (has_save_output_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 5, *this->save_output_param_, false, target); - } - - // optional .caffe.PriorBoxParameter.CodeType code_type = 6 [default = CORNER]; - if (has_code_type()) { - target = ::google::protobuf::internal::WireFormatLite::WriteEnumToArray( - 6, this->code_type(), target); - } - - // optional int32 keep_top_k = 7 [default = -1]; - if (has_keep_top_k()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(7, this->keep_top_k(), target); - } - - // optional bool variance_encoded_in_target = 8 [default = false]; - if (has_variance_encoded_in_target()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(8, this->variance_encoded_in_target(), target); - } - - // optional float confidence_threshold = 9; - if (has_confidence_threshold()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(9, this->confidence_threshold(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.DetectionOutputParameter) - return target; -} - -size_t DetectionOutputParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.DetectionOutputParameter) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 255u) { - // optional uint32 num_classes = 1; - if (has_num_classes()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->num_classes()); - } - - // optional bool share_location = 2 [default = true]; - if (has_share_location()) { - total_size += 1 + 1; - } - - // optional int32 background_label_id = 3 [default = 0]; - if (has_background_label_id()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->background_label_id()); - } - - // optional .caffe.NonMaximumSuppressionParameter nms_param = 4; - if (has_nms_param()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->nms_param_); - } - - // optional .caffe.SaveOutputParameter save_output_param = 5; - if (has_save_output_param()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->save_output_param_); - } - - // optional .caffe.PriorBoxParameter.CodeType code_type = 6 [default = CORNER]; - if (has_code_type()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::EnumSize(this->code_type()); - } - - // optional bool variance_encoded_in_target = 8 [default = false]; - if (has_variance_encoded_in_target()) { - total_size += 1 + 1; - } - - // optional int32 keep_top_k = 7 [default = -1]; - if (has_keep_top_k()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->keep_top_k()); - } - - } - // optional float confidence_threshold = 9; - if (has_confidence_threshold()) { - total_size += 1 + 4; - } - - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void DetectionOutputParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.DetectionOutputParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const DetectionOutputParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.DetectionOutputParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.DetectionOutputParameter) - UnsafeMergeFrom(*source); - } -} - -void DetectionOutputParameter::MergeFrom(const DetectionOutputParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.DetectionOutputParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void DetectionOutputParameter::UnsafeMergeFrom(const DetectionOutputParameter& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_num_classes()) { - set_num_classes(from.num_classes()); - } - if (from.has_share_location()) { - set_share_location(from.share_location()); - } - if (from.has_background_label_id()) { - set_background_label_id(from.background_label_id()); - } - if (from.has_nms_param()) { - mutable_nms_param()->::caffe::NonMaximumSuppressionParameter::MergeFrom(from.nms_param()); - } - if (from.has_save_output_param()) { - mutable_save_output_param()->::caffe::SaveOutputParameter::MergeFrom(from.save_output_param()); - } - if (from.has_code_type()) { - set_code_type(from.code_type()); - } - if (from.has_variance_encoded_in_target()) { - set_variance_encoded_in_target(from.variance_encoded_in_target()); - } - if (from.has_keep_top_k()) { - set_keep_top_k(from.keep_top_k()); - } - } - if (from._has_bits_[8 / 32] & (0xffu << (8 % 32))) { - if (from.has_confidence_threshold()) { - set_confidence_threshold(from.confidence_threshold()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void DetectionOutputParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.DetectionOutputParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void DetectionOutputParameter::CopyFrom(const DetectionOutputParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.DetectionOutputParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool DetectionOutputParameter::IsInitialized() const { - - return true; -} - -void DetectionOutputParameter::Swap(DetectionOutputParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void DetectionOutputParameter::InternalSwap(DetectionOutputParameter* other) { - std::swap(num_classes_, other->num_classes_); - std::swap(share_location_, other->share_location_); - std::swap(background_label_id_, other->background_label_id_); - std::swap(nms_param_, other->nms_param_); - std::swap(save_output_param_, other->save_output_param_); - std::swap(code_type_, other->code_type_); - std::swap(variance_encoded_in_target_, other->variance_encoded_in_target_); - std::swap(keep_top_k_, other->keep_top_k_); - std::swap(confidence_threshold_, other->confidence_threshold_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata DetectionOutputParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = DetectionOutputParameter_descriptor_; - metadata.reflection = DetectionOutputParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// DetectionOutputParameter - -// optional uint32 num_classes = 1; -bool DetectionOutputParameter::has_num_classes() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void DetectionOutputParameter::set_has_num_classes() { - _has_bits_[0] |= 0x00000001u; -} -void DetectionOutputParameter::clear_has_num_classes() { - _has_bits_[0] &= ~0x00000001u; -} -void DetectionOutputParameter::clear_num_classes() { - num_classes_ = 0u; - clear_has_num_classes(); -} -::google::protobuf::uint32 DetectionOutputParameter::num_classes() const { - // @@protoc_insertion_point(field_get:caffe.DetectionOutputParameter.num_classes) - return num_classes_; -} -void DetectionOutputParameter::set_num_classes(::google::protobuf::uint32 value) { - set_has_num_classes(); - num_classes_ = value; - // @@protoc_insertion_point(field_set:caffe.DetectionOutputParameter.num_classes) -} - -// optional bool share_location = 2 [default = true]; -bool DetectionOutputParameter::has_share_location() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void DetectionOutputParameter::set_has_share_location() { - _has_bits_[0] |= 0x00000002u; -} -void DetectionOutputParameter::clear_has_share_location() { - _has_bits_[0] &= ~0x00000002u; -} -void DetectionOutputParameter::clear_share_location() { - share_location_ = true; - clear_has_share_location(); -} -bool DetectionOutputParameter::share_location() const { - // @@protoc_insertion_point(field_get:caffe.DetectionOutputParameter.share_location) - return share_location_; -} -void DetectionOutputParameter::set_share_location(bool value) { - set_has_share_location(); - share_location_ = value; - // @@protoc_insertion_point(field_set:caffe.DetectionOutputParameter.share_location) -} - -// optional int32 background_label_id = 3 [default = 0]; -bool DetectionOutputParameter::has_background_label_id() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -void DetectionOutputParameter::set_has_background_label_id() { - _has_bits_[0] |= 0x00000004u; -} -void DetectionOutputParameter::clear_has_background_label_id() { - _has_bits_[0] &= ~0x00000004u; -} -void DetectionOutputParameter::clear_background_label_id() { - background_label_id_ = 0; - clear_has_background_label_id(); -} -::google::protobuf::int32 DetectionOutputParameter::background_label_id() const { - // @@protoc_insertion_point(field_get:caffe.DetectionOutputParameter.background_label_id) - return background_label_id_; -} -void DetectionOutputParameter::set_background_label_id(::google::protobuf::int32 value) { - set_has_background_label_id(); - background_label_id_ = value; - // @@protoc_insertion_point(field_set:caffe.DetectionOutputParameter.background_label_id) -} - -// optional .caffe.NonMaximumSuppressionParameter nms_param = 4; -bool DetectionOutputParameter::has_nms_param() const { - return (_has_bits_[0] & 0x00000008u) != 0; -} -void DetectionOutputParameter::set_has_nms_param() { - _has_bits_[0] |= 0x00000008u; -} -void DetectionOutputParameter::clear_has_nms_param() { - _has_bits_[0] &= ~0x00000008u; -} -void DetectionOutputParameter::clear_nms_param() { - if (nms_param_ != NULL) nms_param_->::caffe::NonMaximumSuppressionParameter::Clear(); - clear_has_nms_param(); -} -const ::caffe::NonMaximumSuppressionParameter& DetectionOutputParameter::nms_param() const { - // @@protoc_insertion_point(field_get:caffe.DetectionOutputParameter.nms_param) - return nms_param_ != NULL ? *nms_param_ - : *::caffe::NonMaximumSuppressionParameter::internal_default_instance(); -} -::caffe::NonMaximumSuppressionParameter* DetectionOutputParameter::mutable_nms_param() { - set_has_nms_param(); - if (nms_param_ == NULL) { - nms_param_ = new ::caffe::NonMaximumSuppressionParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.DetectionOutputParameter.nms_param) - return nms_param_; -} -::caffe::NonMaximumSuppressionParameter* DetectionOutputParameter::release_nms_param() { - // @@protoc_insertion_point(field_release:caffe.DetectionOutputParameter.nms_param) - clear_has_nms_param(); - ::caffe::NonMaximumSuppressionParameter* temp = nms_param_; - nms_param_ = NULL; - return temp; -} -void DetectionOutputParameter::set_allocated_nms_param(::caffe::NonMaximumSuppressionParameter* nms_param) { - delete nms_param_; - nms_param_ = nms_param; - if (nms_param) { - set_has_nms_param(); - } else { - clear_has_nms_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.DetectionOutputParameter.nms_param) -} - -// optional .caffe.SaveOutputParameter save_output_param = 5; -bool DetectionOutputParameter::has_save_output_param() const { - return (_has_bits_[0] & 0x00000010u) != 0; -} -void DetectionOutputParameter::set_has_save_output_param() { - _has_bits_[0] |= 0x00000010u; -} -void DetectionOutputParameter::clear_has_save_output_param() { - _has_bits_[0] &= ~0x00000010u; -} -void DetectionOutputParameter::clear_save_output_param() { - if (save_output_param_ != NULL) save_output_param_->::caffe::SaveOutputParameter::Clear(); - clear_has_save_output_param(); -} -const ::caffe::SaveOutputParameter& DetectionOutputParameter::save_output_param() const { - // @@protoc_insertion_point(field_get:caffe.DetectionOutputParameter.save_output_param) - return save_output_param_ != NULL ? *save_output_param_ - : *::caffe::SaveOutputParameter::internal_default_instance(); -} -::caffe::SaveOutputParameter* DetectionOutputParameter::mutable_save_output_param() { - set_has_save_output_param(); - if (save_output_param_ == NULL) { - save_output_param_ = new ::caffe::SaveOutputParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.DetectionOutputParameter.save_output_param) - return save_output_param_; -} -::caffe::SaveOutputParameter* DetectionOutputParameter::release_save_output_param() { - // @@protoc_insertion_point(field_release:caffe.DetectionOutputParameter.save_output_param) - clear_has_save_output_param(); - ::caffe::SaveOutputParameter* temp = save_output_param_; - save_output_param_ = NULL; - return temp; -} -void DetectionOutputParameter::set_allocated_save_output_param(::caffe::SaveOutputParameter* save_output_param) { - delete save_output_param_; - save_output_param_ = save_output_param; - if (save_output_param) { - set_has_save_output_param(); - } else { - clear_has_save_output_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.DetectionOutputParameter.save_output_param) -} - -// optional .caffe.PriorBoxParameter.CodeType code_type = 6 [default = CORNER]; -bool DetectionOutputParameter::has_code_type() const { - return (_has_bits_[0] & 0x00000020u) != 0; -} -void DetectionOutputParameter::set_has_code_type() { - _has_bits_[0] |= 0x00000020u; -} -void DetectionOutputParameter::clear_has_code_type() { - _has_bits_[0] &= ~0x00000020u; -} -void DetectionOutputParameter::clear_code_type() { - code_type_ = 1; - clear_has_code_type(); -} -::caffe::PriorBoxParameter_CodeType DetectionOutputParameter::code_type() const { - // @@protoc_insertion_point(field_get:caffe.DetectionOutputParameter.code_type) - return static_cast< ::caffe::PriorBoxParameter_CodeType >(code_type_); -} -void DetectionOutputParameter::set_code_type(::caffe::PriorBoxParameter_CodeType value) { - assert(::caffe::PriorBoxParameter_CodeType_IsValid(value)); - set_has_code_type(); - code_type_ = value; - // @@protoc_insertion_point(field_set:caffe.DetectionOutputParameter.code_type) -} - -// optional bool variance_encoded_in_target = 8 [default = false]; -bool DetectionOutputParameter::has_variance_encoded_in_target() const { - return (_has_bits_[0] & 0x00000040u) != 0; -} -void DetectionOutputParameter::set_has_variance_encoded_in_target() { - _has_bits_[0] |= 0x00000040u; -} -void DetectionOutputParameter::clear_has_variance_encoded_in_target() { - _has_bits_[0] &= ~0x00000040u; -} -void DetectionOutputParameter::clear_variance_encoded_in_target() { - variance_encoded_in_target_ = false; - clear_has_variance_encoded_in_target(); -} -bool DetectionOutputParameter::variance_encoded_in_target() const { - // @@protoc_insertion_point(field_get:caffe.DetectionOutputParameter.variance_encoded_in_target) - return variance_encoded_in_target_; -} -void DetectionOutputParameter::set_variance_encoded_in_target(bool value) { - set_has_variance_encoded_in_target(); - variance_encoded_in_target_ = value; - // @@protoc_insertion_point(field_set:caffe.DetectionOutputParameter.variance_encoded_in_target) -} - -// optional int32 keep_top_k = 7 [default = -1]; -bool DetectionOutputParameter::has_keep_top_k() const { - return (_has_bits_[0] & 0x00000080u) != 0; -} -void DetectionOutputParameter::set_has_keep_top_k() { - _has_bits_[0] |= 0x00000080u; -} -void DetectionOutputParameter::clear_has_keep_top_k() { - _has_bits_[0] &= ~0x00000080u; -} -void DetectionOutputParameter::clear_keep_top_k() { - keep_top_k_ = -1; - clear_has_keep_top_k(); -} -::google::protobuf::int32 DetectionOutputParameter::keep_top_k() const { - // @@protoc_insertion_point(field_get:caffe.DetectionOutputParameter.keep_top_k) - return keep_top_k_; -} -void DetectionOutputParameter::set_keep_top_k(::google::protobuf::int32 value) { - set_has_keep_top_k(); - keep_top_k_ = value; - // @@protoc_insertion_point(field_set:caffe.DetectionOutputParameter.keep_top_k) -} - -// optional float confidence_threshold = 9; -bool DetectionOutputParameter::has_confidence_threshold() const { - return (_has_bits_[0] & 0x00000100u) != 0; -} -void DetectionOutputParameter::set_has_confidence_threshold() { - _has_bits_[0] |= 0x00000100u; -} -void DetectionOutputParameter::clear_has_confidence_threshold() { - _has_bits_[0] &= ~0x00000100u; -} -void DetectionOutputParameter::clear_confidence_threshold() { - confidence_threshold_ = 0; - clear_has_confidence_threshold(); -} -float DetectionOutputParameter::confidence_threshold() const { - // @@protoc_insertion_point(field_get:caffe.DetectionOutputParameter.confidence_threshold) - return confidence_threshold_; -} -void DetectionOutputParameter::set_confidence_threshold(float value) { - set_has_confidence_threshold(); - confidence_threshold_ = value; - // @@protoc_insertion_point(field_set:caffe.DetectionOutputParameter.confidence_threshold) -} - -inline const DetectionOutputParameter* DetectionOutputParameter::internal_default_instance() { - return &DetectionOutputParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int Datum::kChannelsFieldNumber; -const int Datum::kHeightFieldNumber; -const int Datum::kWidthFieldNumber; -const int Datum::kDataFieldNumber; -const int Datum::kLabelFieldNumber; -const int Datum::kFloatDataFieldNumber; -const int Datum::kEncodedFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -Datum::Datum() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.Datum) -} - -void Datum::InitAsDefaultInstance() { -} - -Datum::Datum(const Datum& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.Datum) -} - -void Datum::SharedCtor() { - _cached_size_ = 0; - data_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - ::memset(&channels_, 0, reinterpret_cast(&encoded_) - - reinterpret_cast(&channels_) + sizeof(encoded_)); -} - -Datum::~Datum() { - // @@protoc_insertion_point(destructor:caffe.Datum) - SharedDtor(); -} - -void Datum::SharedDtor() { - data_.DestroyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} - -void Datum::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* Datum::descriptor() { - protobuf_AssignDescriptorsOnce(); - return Datum_descriptor_; -} - -const Datum& Datum::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed Datum_default_instance_; - -Datum* Datum::New(::google::protobuf::Arena* arena) const { - Datum* n = new Datum; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void Datum::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.Datum) -#if defined(__clang__) -#define ZR_HELPER_(f) \ - _Pragma("clang diagnostic push") \ - _Pragma("clang diagnostic ignored \"-Winvalid-offsetof\"") \ - __builtin_offsetof(Datum, f) \ - _Pragma("clang diagnostic pop") -#else -#define ZR_HELPER_(f) reinterpret_cast(\ - &reinterpret_cast(16)->f) -#endif - -#define ZR_(first, last) do {\ - ::memset(&(first), 0,\ - ZR_HELPER_(last) - ZR_HELPER_(first) + sizeof(last));\ -} while (0) - - if (_has_bits_[0 / 32] & 95u) { - ZR_(channels_, encoded_); - if (has_data()) { - data_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - } - -#undef ZR_HELPER_ -#undef ZR_ - - float_data_.Clear(); - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool Datum::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.Datum) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional int32 channels = 1; - case 1: { - if (tag == 8) { - set_has_channels(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &channels_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(16)) goto parse_height; - break; - } - - // optional int32 height = 2; - case 2: { - if (tag == 16) { - parse_height: - set_has_height(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &height_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(24)) goto parse_width; - break; - } - - // optional int32 width = 3; - case 3: { - if (tag == 24) { - parse_width: - set_has_width(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &width_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(34)) goto parse_data; - break; - } - - // optional bytes data = 4; - case 4: { - if (tag == 34) { - parse_data: - DO_(::google::protobuf::internal::WireFormatLite::ReadBytes( - input, this->mutable_data())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(40)) goto parse_label; - break; - } - - // optional int32 label = 5; - case 5: { - if (tag == 40) { - parse_label: - set_has_label(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &label_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(53)) goto parse_float_data; - break; - } - - // repeated float float_data = 6; - case 6: { - if (tag == 53) { - parse_float_data: - DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - 1, 53, input, this->mutable_float_data()))); - } else if (tag == 50) { - DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitiveNoInline< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, this->mutable_float_data()))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(53)) goto parse_float_data; - if (input->ExpectTag(56)) goto parse_encoded; - break; - } - - // optional bool encoded = 7 [default = false]; - case 7: { - if (tag == 56) { - parse_encoded: - set_has_encoded(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &encoded_))); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.Datum) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.Datum) - return false; -#undef DO_ -} - -void Datum::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.Datum) - // optional int32 channels = 1; - if (has_channels()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(1, this->channels(), output); - } - - // optional int32 height = 2; - if (has_height()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(2, this->height(), output); - } - - // optional int32 width = 3; - if (has_width()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(3, this->width(), output); - } - - // optional bytes data = 4; - if (has_data()) { - ::google::protobuf::internal::WireFormatLite::WriteBytesMaybeAliased( - 4, this->data(), output); - } - - // optional int32 label = 5; - if (has_label()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(5, this->label(), output); - } - - // repeated float float_data = 6; - for (int i = 0; i < this->float_data_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteFloat( - 6, this->float_data(i), output); - } - - // optional bool encoded = 7 [default = false]; - if (has_encoded()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(7, this->encoded(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.Datum) -} - -::google::protobuf::uint8* Datum::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.Datum) - // optional int32 channels = 1; - if (has_channels()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(1, this->channels(), target); - } - - // optional int32 height = 2; - if (has_height()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(2, this->height(), target); - } - - // optional int32 width = 3; - if (has_width()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(3, this->width(), target); - } - - // optional bytes data = 4; - if (has_data()) { - target = - ::google::protobuf::internal::WireFormatLite::WriteBytesToArray( - 4, this->data(), target); - } - - // optional int32 label = 5; - if (has_label()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(5, this->label(), target); - } - - // repeated float float_data = 6; - for (int i = 0; i < this->float_data_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite:: - WriteFloatToArray(6, this->float_data(i), target); - } - - // optional bool encoded = 7 [default = false]; - if (has_encoded()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(7, this->encoded(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.Datum) - return target; -} - -size_t Datum::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.Datum) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 95u) { - // optional int32 channels = 1; - if (has_channels()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->channels()); - } - - // optional int32 height = 2; - if (has_height()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->height()); - } - - // optional int32 width = 3; - if (has_width()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->width()); - } - - // optional bytes data = 4; - if (has_data()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::BytesSize( - this->data()); - } - - // optional int32 label = 5; - if (has_label()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->label()); - } - - // optional bool encoded = 7 [default = false]; - if (has_encoded()) { - total_size += 1 + 1; - } - - } - // repeated float float_data = 6; - { - size_t data_size = 0; - unsigned int count = this->float_data_size(); - data_size = 4UL * count; - total_size += 1 * - ::google::protobuf::internal::FromIntSize(this->float_data_size()); - total_size += data_size; - } - - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void Datum::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.Datum) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const Datum* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.Datum) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.Datum) - UnsafeMergeFrom(*source); - } -} - -void Datum::MergeFrom(const Datum& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.Datum) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void Datum::UnsafeMergeFrom(const Datum& from) { - GOOGLE_DCHECK(&from != this); - float_data_.UnsafeMergeFrom(from.float_data_); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_channels()) { - set_channels(from.channels()); - } - if (from.has_height()) { - set_height(from.height()); - } - if (from.has_width()) { - set_width(from.width()); - } - if (from.has_data()) { - set_has_data(); - data_.AssignWithDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), from.data_); - } - if (from.has_label()) { - set_label(from.label()); - } - if (from.has_encoded()) { - set_encoded(from.encoded()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void Datum::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.Datum) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void Datum::CopyFrom(const Datum& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.Datum) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool Datum::IsInitialized() const { - - return true; -} - -void Datum::Swap(Datum* other) { - if (other == this) return; - InternalSwap(other); -} -void Datum::InternalSwap(Datum* other) { - std::swap(channels_, other->channels_); - std::swap(height_, other->height_); - std::swap(width_, other->width_); - data_.Swap(&other->data_); - std::swap(label_, other->label_); - float_data_.UnsafeArenaSwap(&other->float_data_); - std::swap(encoded_, other->encoded_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata Datum::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = Datum_descriptor_; - metadata.reflection = Datum_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// Datum - -// optional int32 channels = 1; -bool Datum::has_channels() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void Datum::set_has_channels() { - _has_bits_[0] |= 0x00000001u; -} -void Datum::clear_has_channels() { - _has_bits_[0] &= ~0x00000001u; -} -void Datum::clear_channels() { - channels_ = 0; - clear_has_channels(); -} -::google::protobuf::int32 Datum::channels() const { - // @@protoc_insertion_point(field_get:caffe.Datum.channels) - return channels_; -} -void Datum::set_channels(::google::protobuf::int32 value) { - set_has_channels(); - channels_ = value; - // @@protoc_insertion_point(field_set:caffe.Datum.channels) -} - -// optional int32 height = 2; -bool Datum::has_height() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void Datum::set_has_height() { - _has_bits_[0] |= 0x00000002u; -} -void Datum::clear_has_height() { - _has_bits_[0] &= ~0x00000002u; -} -void Datum::clear_height() { - height_ = 0; - clear_has_height(); -} -::google::protobuf::int32 Datum::height() const { - // @@protoc_insertion_point(field_get:caffe.Datum.height) - return height_; -} -void Datum::set_height(::google::protobuf::int32 value) { - set_has_height(); - height_ = value; - // @@protoc_insertion_point(field_set:caffe.Datum.height) -} - -// optional int32 width = 3; -bool Datum::has_width() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -void Datum::set_has_width() { - _has_bits_[0] |= 0x00000004u; -} -void Datum::clear_has_width() { - _has_bits_[0] &= ~0x00000004u; -} -void Datum::clear_width() { - width_ = 0; - clear_has_width(); -} -::google::protobuf::int32 Datum::width() const { - // @@protoc_insertion_point(field_get:caffe.Datum.width) - return width_; -} -void Datum::set_width(::google::protobuf::int32 value) { - set_has_width(); - width_ = value; - // @@protoc_insertion_point(field_set:caffe.Datum.width) -} - -// optional bytes data = 4; -bool Datum::has_data() const { - return (_has_bits_[0] & 0x00000008u) != 0; -} -void Datum::set_has_data() { - _has_bits_[0] |= 0x00000008u; -} -void Datum::clear_has_data() { - _has_bits_[0] &= ~0x00000008u; -} -void Datum::clear_data() { - data_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_data(); -} -const ::std::string& Datum::data() const { - // @@protoc_insertion_point(field_get:caffe.Datum.data) - return data_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void Datum::set_data(const ::std::string& value) { - set_has_data(); - data_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.Datum.data) -} -void Datum::set_data(const char* value) { - set_has_data(); - data_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.Datum.data) -} -void Datum::set_data(const void* value, size_t size) { - set_has_data(); - data_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.Datum.data) -} -::std::string* Datum::mutable_data() { - set_has_data(); - // @@protoc_insertion_point(field_mutable:caffe.Datum.data) - return data_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -::std::string* Datum::release_data() { - // @@protoc_insertion_point(field_release:caffe.Datum.data) - clear_has_data(); - return data_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void Datum::set_allocated_data(::std::string* data) { - if (data != NULL) { - set_has_data(); - } else { - clear_has_data(); - } - data_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), data); - // @@protoc_insertion_point(field_set_allocated:caffe.Datum.data) -} - -// optional int32 label = 5; -bool Datum::has_label() const { - return (_has_bits_[0] & 0x00000010u) != 0; -} -void Datum::set_has_label() { - _has_bits_[0] |= 0x00000010u; -} -void Datum::clear_has_label() { - _has_bits_[0] &= ~0x00000010u; -} -void Datum::clear_label() { - label_ = 0; - clear_has_label(); -} -::google::protobuf::int32 Datum::label() const { - // @@protoc_insertion_point(field_get:caffe.Datum.label) - return label_; -} -void Datum::set_label(::google::protobuf::int32 value) { - set_has_label(); - label_ = value; - // @@protoc_insertion_point(field_set:caffe.Datum.label) -} - -// repeated float float_data = 6; -int Datum::float_data_size() const { - return float_data_.size(); -} -void Datum::clear_float_data() { - float_data_.Clear(); -} -float Datum::float_data(int index) const { - // @@protoc_insertion_point(field_get:caffe.Datum.float_data) - return float_data_.Get(index); -} -void Datum::set_float_data(int index, float value) { - float_data_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.Datum.float_data) -} -void Datum::add_float_data(float value) { - float_data_.Add(value); - // @@protoc_insertion_point(field_add:caffe.Datum.float_data) -} -const ::google::protobuf::RepeatedField< float >& -Datum::float_data() const { - // @@protoc_insertion_point(field_list:caffe.Datum.float_data) - return float_data_; -} -::google::protobuf::RepeatedField< float >* -Datum::mutable_float_data() { - // @@protoc_insertion_point(field_mutable_list:caffe.Datum.float_data) - return &float_data_; -} - -// optional bool encoded = 7 [default = false]; -bool Datum::has_encoded() const { - return (_has_bits_[0] & 0x00000040u) != 0; -} -void Datum::set_has_encoded() { - _has_bits_[0] |= 0x00000040u; -} -void Datum::clear_has_encoded() { - _has_bits_[0] &= ~0x00000040u; -} -void Datum::clear_encoded() { - encoded_ = false; - clear_has_encoded(); -} -bool Datum::encoded() const { - // @@protoc_insertion_point(field_get:caffe.Datum.encoded) - return encoded_; -} -void Datum::set_encoded(bool value) { - set_has_encoded(); - encoded_ = value; - // @@protoc_insertion_point(field_set:caffe.Datum.encoded) -} - -inline const Datum* Datum::internal_default_instance() { - return &Datum_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -const ::google::protobuf::EnumDescriptor* FillerParameter_VarianceNorm_descriptor() { - protobuf_AssignDescriptorsOnce(); - return FillerParameter_VarianceNorm_descriptor_; -} -bool FillerParameter_VarianceNorm_IsValid(int value) { - switch (value) { - case 0: - case 1: - case 2: - return true; - default: - return false; - } -} - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const FillerParameter_VarianceNorm FillerParameter::FAN_IN; -const FillerParameter_VarianceNorm FillerParameter::FAN_OUT; -const FillerParameter_VarianceNorm FillerParameter::AVERAGE; -const FillerParameter_VarianceNorm FillerParameter::VarianceNorm_MIN; -const FillerParameter_VarianceNorm FillerParameter::VarianceNorm_MAX; -const int FillerParameter::VarianceNorm_ARRAYSIZE; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 -::std::string* FillerParameter::_default_type_ = NULL; -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int FillerParameter::kTypeFieldNumber; -const int FillerParameter::kValueFieldNumber; -const int FillerParameter::kMinFieldNumber; -const int FillerParameter::kMaxFieldNumber; -const int FillerParameter::kMeanFieldNumber; -const int FillerParameter::kStdFieldNumber; -const int FillerParameter::kSparseFieldNumber; -const int FillerParameter::kVarianceNormFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -FillerParameter::FillerParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.FillerParameter) -} - -void FillerParameter::InitAsDefaultInstance() { -} - -FillerParameter::FillerParameter(const FillerParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.FillerParameter) -} - -void FillerParameter::SharedCtor() { - _cached_size_ = 0; - type_.UnsafeSetDefault(_default_type_); - ::memset(&value_, 0, reinterpret_cast(&variance_norm_) - - reinterpret_cast(&value_) + sizeof(variance_norm_)); - sparse_ = -1; - max_ = 1; - std_ = 1; -} - -FillerParameter::~FillerParameter() { - // @@protoc_insertion_point(destructor:caffe.FillerParameter) - SharedDtor(); -} - -void FillerParameter::SharedDtor() { - type_.DestroyNoArena(_default_type_); -} - -void FillerParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* FillerParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return FillerParameter_descriptor_; -} - -const FillerParameter& FillerParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed FillerParameter_default_instance_; - -FillerParameter* FillerParameter::New(::google::protobuf::Arena* arena) const { - FillerParameter* n = new FillerParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void FillerParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.FillerParameter) -#if defined(__clang__) -#define ZR_HELPER_(f) \ - _Pragma("clang diagnostic push") \ - _Pragma("clang diagnostic ignored \"-Winvalid-offsetof\"") \ - __builtin_offsetof(FillerParameter, f) \ - _Pragma("clang diagnostic pop") -#else -#define ZR_HELPER_(f) reinterpret_cast(\ - &reinterpret_cast(16)->f) -#endif - -#define ZR_(first, last) do {\ - ::memset(&(first), 0,\ - ZR_HELPER_(last) - ZR_HELPER_(first) + sizeof(last));\ -} while (0) - - if (_has_bits_[0 / 32] & 255u) { - ZR_(value_, variance_norm_); - if (has_type()) { - type_.ClearToDefaultNoArena(_default_type_); - } - max_ = 1; - std_ = 1; - sparse_ = -1; - } - -#undef ZR_HELPER_ -#undef ZR_ - - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool FillerParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.FillerParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional string type = 1 [default = "constant"]; - case 1: { - if (tag == 10) { - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_type())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->type().data(), this->type().length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.FillerParameter.type"); - } else { - goto handle_unusual; - } - if (input->ExpectTag(21)) goto parse_value; - break; - } - - // optional float value = 2 [default = 0]; - case 2: { - if (tag == 21) { - parse_value: - set_has_value(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &value_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(29)) goto parse_min; - break; - } - - // optional float min = 3 [default = 0]; - case 3: { - if (tag == 29) { - parse_min: - set_has_min(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &min_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(37)) goto parse_max; - break; - } - - // optional float max = 4 [default = 1]; - case 4: { - if (tag == 37) { - parse_max: - set_has_max(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &max_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(45)) goto parse_mean; - break; - } - - // optional float mean = 5 [default = 0]; - case 5: { - if (tag == 45) { - parse_mean: - set_has_mean(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &mean_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(53)) goto parse_std; - break; - } - - // optional float std = 6 [default = 1]; - case 6: { - if (tag == 53) { - parse_std: - set_has_std(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &std_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(56)) goto parse_sparse; - break; - } - - // optional int32 sparse = 7 [default = -1]; - case 7: { - if (tag == 56) { - parse_sparse: - set_has_sparse(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &sparse_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(64)) goto parse_variance_norm; - break; - } - - // optional .caffe.FillerParameter.VarianceNorm variance_norm = 8 [default = FAN_IN]; - case 8: { - if (tag == 64) { - parse_variance_norm: - int value; - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - int, ::google::protobuf::internal::WireFormatLite::TYPE_ENUM>( - input, &value))); - if (::caffe::FillerParameter_VarianceNorm_IsValid(value)) { - set_variance_norm(static_cast< ::caffe::FillerParameter_VarianceNorm >(value)); - } else { - mutable_unknown_fields()->AddVarint(8, value); - } - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.FillerParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.FillerParameter) - return false; -#undef DO_ -} - -void FillerParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.FillerParameter) - // optional string type = 1 [default = "constant"]; - if (has_type()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->type().data(), this->type().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.FillerParameter.type"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 1, this->type(), output); - } - - // optional float value = 2 [default = 0]; - if (has_value()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(2, this->value(), output); - } - - // optional float min = 3 [default = 0]; - if (has_min()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(3, this->min(), output); - } - - // optional float max = 4 [default = 1]; - if (has_max()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(4, this->max(), output); - } - - // optional float mean = 5 [default = 0]; - if (has_mean()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(5, this->mean(), output); - } - - // optional float std = 6 [default = 1]; - if (has_std()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(6, this->std(), output); - } - - // optional int32 sparse = 7 [default = -1]; - if (has_sparse()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(7, this->sparse(), output); - } - - // optional .caffe.FillerParameter.VarianceNorm variance_norm = 8 [default = FAN_IN]; - if (has_variance_norm()) { - ::google::protobuf::internal::WireFormatLite::WriteEnum( - 8, this->variance_norm(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.FillerParameter) -} - -::google::protobuf::uint8* FillerParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.FillerParameter) - // optional string type = 1 [default = "constant"]; - if (has_type()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->type().data(), this->type().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.FillerParameter.type"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 1, this->type(), target); - } - - // optional float value = 2 [default = 0]; - if (has_value()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(2, this->value(), target); - } - - // optional float min = 3 [default = 0]; - if (has_min()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(3, this->min(), target); - } - - // optional float max = 4 [default = 1]; - if (has_max()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(4, this->max(), target); - } - - // optional float mean = 5 [default = 0]; - if (has_mean()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(5, this->mean(), target); - } - - // optional float std = 6 [default = 1]; - if (has_std()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(6, this->std(), target); - } - - // optional int32 sparse = 7 [default = -1]; - if (has_sparse()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(7, this->sparse(), target); - } - - // optional .caffe.FillerParameter.VarianceNorm variance_norm = 8 [default = FAN_IN]; - if (has_variance_norm()) { - target = ::google::protobuf::internal::WireFormatLite::WriteEnumToArray( - 8, this->variance_norm(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.FillerParameter) - return target; -} - -size_t FillerParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.FillerParameter) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 255u) { - // optional string type = 1 [default = "constant"]; - if (has_type()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->type()); - } - - // optional float value = 2 [default = 0]; - if (has_value()) { - total_size += 1 + 4; - } - - // optional float min = 3 [default = 0]; - if (has_min()) { - total_size += 1 + 4; - } - - // optional float max = 4 [default = 1]; - if (has_max()) { - total_size += 1 + 4; - } - - // optional float mean = 5 [default = 0]; - if (has_mean()) { - total_size += 1 + 4; - } - - // optional float std = 6 [default = 1]; - if (has_std()) { - total_size += 1 + 4; - } - - // optional int32 sparse = 7 [default = -1]; - if (has_sparse()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->sparse()); - } - - // optional .caffe.FillerParameter.VarianceNorm variance_norm = 8 [default = FAN_IN]; - if (has_variance_norm()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::EnumSize(this->variance_norm()); - } - - } - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void FillerParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.FillerParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const FillerParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.FillerParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.FillerParameter) - UnsafeMergeFrom(*source); - } -} - -void FillerParameter::MergeFrom(const FillerParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.FillerParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void FillerParameter::UnsafeMergeFrom(const FillerParameter& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_type()) { - set_has_type(); - type_.AssignWithDefault(_default_type_, from.type_); - } - if (from.has_value()) { - set_value(from.value()); - } - if (from.has_min()) { - set_min(from.min()); - } - if (from.has_max()) { - set_max(from.max()); - } - if (from.has_mean()) { - set_mean(from.mean()); - } - if (from.has_std()) { - set_std(from.std()); - } - if (from.has_sparse()) { - set_sparse(from.sparse()); - } - if (from.has_variance_norm()) { - set_variance_norm(from.variance_norm()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void FillerParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.FillerParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void FillerParameter::CopyFrom(const FillerParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.FillerParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool FillerParameter::IsInitialized() const { - - return true; -} - -void FillerParameter::Swap(FillerParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void FillerParameter::InternalSwap(FillerParameter* other) { - type_.Swap(&other->type_); - std::swap(value_, other->value_); - std::swap(min_, other->min_); - std::swap(max_, other->max_); - std::swap(mean_, other->mean_); - std::swap(std_, other->std_); - std::swap(sparse_, other->sparse_); - std::swap(variance_norm_, other->variance_norm_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata FillerParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = FillerParameter_descriptor_; - metadata.reflection = FillerParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// FillerParameter - -// optional string type = 1 [default = "constant"]; -bool FillerParameter::has_type() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void FillerParameter::set_has_type() { - _has_bits_[0] |= 0x00000001u; -} -void FillerParameter::clear_has_type() { - _has_bits_[0] &= ~0x00000001u; -} -void FillerParameter::clear_type() { - type_.ClearToDefaultNoArena(_default_type_); - clear_has_type(); -} -const ::std::string& FillerParameter::type() const { - // @@protoc_insertion_point(field_get:caffe.FillerParameter.type) - return type_.GetNoArena(_default_type_); -} -void FillerParameter::set_type(const ::std::string& value) { - set_has_type(); - type_.SetNoArena(_default_type_, value); - // @@protoc_insertion_point(field_set:caffe.FillerParameter.type) -} -void FillerParameter::set_type(const char* value) { - set_has_type(); - type_.SetNoArena(_default_type_, ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.FillerParameter.type) -} -void FillerParameter::set_type(const char* value, size_t size) { - set_has_type(); - type_.SetNoArena(_default_type_, - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.FillerParameter.type) -} -::std::string* FillerParameter::mutable_type() { - set_has_type(); - // @@protoc_insertion_point(field_mutable:caffe.FillerParameter.type) - return type_.MutableNoArena(_default_type_); -} -::std::string* FillerParameter::release_type() { - // @@protoc_insertion_point(field_release:caffe.FillerParameter.type) - clear_has_type(); - return type_.ReleaseNoArena(_default_type_); -} -void FillerParameter::set_allocated_type(::std::string* type) { - if (type != NULL) { - set_has_type(); - } else { - clear_has_type(); - } - type_.SetAllocatedNoArena(_default_type_, type); - // @@protoc_insertion_point(field_set_allocated:caffe.FillerParameter.type) -} - -// optional float value = 2 [default = 0]; -bool FillerParameter::has_value() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void FillerParameter::set_has_value() { - _has_bits_[0] |= 0x00000002u; -} -void FillerParameter::clear_has_value() { - _has_bits_[0] &= ~0x00000002u; -} -void FillerParameter::clear_value() { - value_ = 0; - clear_has_value(); -} -float FillerParameter::value() const { - // @@protoc_insertion_point(field_get:caffe.FillerParameter.value) - return value_; -} -void FillerParameter::set_value(float value) { - set_has_value(); - value_ = value; - // @@protoc_insertion_point(field_set:caffe.FillerParameter.value) -} - -// optional float min = 3 [default = 0]; -bool FillerParameter::has_min() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -void FillerParameter::set_has_min() { - _has_bits_[0] |= 0x00000004u; -} -void FillerParameter::clear_has_min() { - _has_bits_[0] &= ~0x00000004u; -} -void FillerParameter::clear_min() { - min_ = 0; - clear_has_min(); -} -float FillerParameter::min() const { - // @@protoc_insertion_point(field_get:caffe.FillerParameter.min) - return min_; -} -void FillerParameter::set_min(float value) { - set_has_min(); - min_ = value; - // @@protoc_insertion_point(field_set:caffe.FillerParameter.min) -} - -// optional float max = 4 [default = 1]; -bool FillerParameter::has_max() const { - return (_has_bits_[0] & 0x00000008u) != 0; -} -void FillerParameter::set_has_max() { - _has_bits_[0] |= 0x00000008u; -} -void FillerParameter::clear_has_max() { - _has_bits_[0] &= ~0x00000008u; -} -void FillerParameter::clear_max() { - max_ = 1; - clear_has_max(); -} -float FillerParameter::max() const { - // @@protoc_insertion_point(field_get:caffe.FillerParameter.max) - return max_; -} -void FillerParameter::set_max(float value) { - set_has_max(); - max_ = value; - // @@protoc_insertion_point(field_set:caffe.FillerParameter.max) -} - -// optional float mean = 5 [default = 0]; -bool FillerParameter::has_mean() const { - return (_has_bits_[0] & 0x00000010u) != 0; -} -void FillerParameter::set_has_mean() { - _has_bits_[0] |= 0x00000010u; -} -void FillerParameter::clear_has_mean() { - _has_bits_[0] &= ~0x00000010u; -} -void FillerParameter::clear_mean() { - mean_ = 0; - clear_has_mean(); -} -float FillerParameter::mean() const { - // @@protoc_insertion_point(field_get:caffe.FillerParameter.mean) - return mean_; -} -void FillerParameter::set_mean(float value) { - set_has_mean(); - mean_ = value; - // @@protoc_insertion_point(field_set:caffe.FillerParameter.mean) -} - -// optional float std = 6 [default = 1]; -bool FillerParameter::has_std() const { - return (_has_bits_[0] & 0x00000020u) != 0; -} -void FillerParameter::set_has_std() { - _has_bits_[0] |= 0x00000020u; -} -void FillerParameter::clear_has_std() { - _has_bits_[0] &= ~0x00000020u; -} -void FillerParameter::clear_std() { - std_ = 1; - clear_has_std(); -} -float FillerParameter::std() const { - // @@protoc_insertion_point(field_get:caffe.FillerParameter.std) - return std_; -} -void FillerParameter::set_std(float value) { - set_has_std(); - std_ = value; - // @@protoc_insertion_point(field_set:caffe.FillerParameter.std) -} - -// optional int32 sparse = 7 [default = -1]; -bool FillerParameter::has_sparse() const { - return (_has_bits_[0] & 0x00000040u) != 0; -} -void FillerParameter::set_has_sparse() { - _has_bits_[0] |= 0x00000040u; -} -void FillerParameter::clear_has_sparse() { - _has_bits_[0] &= ~0x00000040u; -} -void FillerParameter::clear_sparse() { - sparse_ = -1; - clear_has_sparse(); -} -::google::protobuf::int32 FillerParameter::sparse() const { - // @@protoc_insertion_point(field_get:caffe.FillerParameter.sparse) - return sparse_; -} -void FillerParameter::set_sparse(::google::protobuf::int32 value) { - set_has_sparse(); - sparse_ = value; - // @@protoc_insertion_point(field_set:caffe.FillerParameter.sparse) -} - -// optional .caffe.FillerParameter.VarianceNorm variance_norm = 8 [default = FAN_IN]; -bool FillerParameter::has_variance_norm() const { - return (_has_bits_[0] & 0x00000080u) != 0; -} -void FillerParameter::set_has_variance_norm() { - _has_bits_[0] |= 0x00000080u; -} -void FillerParameter::clear_has_variance_norm() { - _has_bits_[0] &= ~0x00000080u; -} -void FillerParameter::clear_variance_norm() { - variance_norm_ = 0; - clear_has_variance_norm(); -} -::caffe::FillerParameter_VarianceNorm FillerParameter::variance_norm() const { - // @@protoc_insertion_point(field_get:caffe.FillerParameter.variance_norm) - return static_cast< ::caffe::FillerParameter_VarianceNorm >(variance_norm_); -} -void FillerParameter::set_variance_norm(::caffe::FillerParameter_VarianceNorm value) { - assert(::caffe::FillerParameter_VarianceNorm_IsValid(value)); - set_has_variance_norm(); - variance_norm_ = value; - // @@protoc_insertion_point(field_set:caffe.FillerParameter.variance_norm) -} - -inline const FillerParameter* FillerParameter::internal_default_instance() { - return &FillerParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int NetParameter::kNameFieldNumber; -const int NetParameter::kInputFieldNumber; -const int NetParameter::kInputShapeFieldNumber; -const int NetParameter::kInputDimFieldNumber; -const int NetParameter::kForceBackwardFieldNumber; -const int NetParameter::kStateFieldNumber; -const int NetParameter::kDebugInfoFieldNumber; -const int NetParameter::kLayerFieldNumber; -const int NetParameter::kLayersFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -NetParameter::NetParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.NetParameter) -} - -void NetParameter::InitAsDefaultInstance() { - state_ = const_cast< ::caffe::NetState*>( - ::caffe::NetState::internal_default_instance()); -} - -NetParameter::NetParameter(const NetParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.NetParameter) -} - -void NetParameter::SharedCtor() { - _cached_size_ = 0; - name_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - state_ = NULL; - ::memset(&force_backward_, 0, reinterpret_cast(&debug_info_) - - reinterpret_cast(&force_backward_) + sizeof(debug_info_)); -} - -NetParameter::~NetParameter() { - // @@protoc_insertion_point(destructor:caffe.NetParameter) - SharedDtor(); -} - -void NetParameter::SharedDtor() { - name_.DestroyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - if (this != &NetParameter_default_instance_.get()) { - delete state_; - } -} - -void NetParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* NetParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return NetParameter_descriptor_; -} - -const NetParameter& NetParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed NetParameter_default_instance_; - -NetParameter* NetParameter::New(::google::protobuf::Arena* arena) const { - NetParameter* n = new NetParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void NetParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.NetParameter) -#if defined(__clang__) -#define ZR_HELPER_(f) \ - _Pragma("clang diagnostic push") \ - _Pragma("clang diagnostic ignored \"-Winvalid-offsetof\"") \ - __builtin_offsetof(NetParameter, f) \ - _Pragma("clang diagnostic pop") -#else -#define ZR_HELPER_(f) reinterpret_cast(\ - &reinterpret_cast(16)->f) -#endif - -#define ZR_(first, last) do {\ - ::memset(&(first), 0,\ - ZR_HELPER_(last) - ZR_HELPER_(first) + sizeof(last));\ -} while (0) - - if (_has_bits_[0 / 32] & 113u) { - ZR_(force_backward_, debug_info_); - if (has_name()) { - name_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - if (has_state()) { - if (state_ != NULL) state_->::caffe::NetState::Clear(); - } - } - -#undef ZR_HELPER_ -#undef ZR_ - - input_.Clear(); - input_shape_.Clear(); - input_dim_.Clear(); - layer_.Clear(); - layers_.Clear(); - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool NetParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.NetParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(16383); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional string name = 1; - case 1: { - if (tag == 10) { - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_name())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->name().data(), this->name().length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.NetParameter.name"); - } else { - goto handle_unusual; - } - if (input->ExpectTag(18)) goto parse_layers; - break; - } - - // repeated .caffe.V1LayerParameter layers = 2; - case 2: { - if (tag == 18) { - parse_layers: - DO_(input->IncrementRecursionDepth()); - parse_loop_layers: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtualNoRecursionDepth( - input, add_layers())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(18)) goto parse_loop_layers; - input->UnsafeDecrementRecursionDepth(); - if (input->ExpectTag(26)) goto parse_input; - break; - } - - // repeated string input = 3; - case 3: { - if (tag == 26) { - parse_input: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->add_input())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->input(this->input_size() - 1).data(), - this->input(this->input_size() - 1).length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.NetParameter.input"); - } else { - goto handle_unusual; - } - if (input->ExpectTag(26)) goto parse_input; - if (input->ExpectTag(32)) goto parse_input_dim; - break; - } - - // repeated int32 input_dim = 4; - case 4: { - if (tag == 32) { - parse_input_dim: - DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - 1, 32, input, this->mutable_input_dim()))); - } else if (tag == 34) { - DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitiveNoInline< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, this->mutable_input_dim()))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(32)) goto parse_input_dim; - if (input->ExpectTag(40)) goto parse_force_backward; - break; - } - - // optional bool force_backward = 5 [default = false]; - case 5: { - if (tag == 40) { - parse_force_backward: - set_has_force_backward(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &force_backward_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(50)) goto parse_state; - break; - } - - // optional .caffe.NetState state = 6; - case 6: { - if (tag == 50) { - parse_state: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_state())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(56)) goto parse_debug_info; - break; - } - - // optional bool debug_info = 7 [default = false]; - case 7: { - if (tag == 56) { - parse_debug_info: - set_has_debug_info(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &debug_info_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(66)) goto parse_input_shape; - break; - } - - // repeated .caffe.BlobShape input_shape = 8; - case 8: { - if (tag == 66) { - parse_input_shape: - DO_(input->IncrementRecursionDepth()); - parse_loop_input_shape: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtualNoRecursionDepth( - input, add_input_shape())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(66)) goto parse_loop_input_shape; - if (input->ExpectTag(802)) goto parse_loop_layer; - input->UnsafeDecrementRecursionDepth(); - break; - } - - // repeated .caffe.LayerParameter layer = 100; - case 100: { - if (tag == 802) { - DO_(input->IncrementRecursionDepth()); - parse_loop_layer: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtualNoRecursionDepth( - input, add_layer())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(802)) goto parse_loop_layer; - input->UnsafeDecrementRecursionDepth(); - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.NetParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.NetParameter) - return false; -#undef DO_ -} - -void NetParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.NetParameter) - // optional string name = 1; - if (has_name()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->name().data(), this->name().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.NetParameter.name"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 1, this->name(), output); - } - - // repeated .caffe.V1LayerParameter layers = 2; - for (unsigned int i = 0, n = this->layers_size(); i < n; i++) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 2, this->layers(i), output); - } - - // repeated string input = 3; - for (int i = 0; i < this->input_size(); i++) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->input(i).data(), this->input(i).length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.NetParameter.input"); - ::google::protobuf::internal::WireFormatLite::WriteString( - 3, this->input(i), output); - } - - // repeated int32 input_dim = 4; - for (int i = 0; i < this->input_dim_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteInt32( - 4, this->input_dim(i), output); - } - - // optional bool force_backward = 5 [default = false]; - if (has_force_backward()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(5, this->force_backward(), output); - } - - // optional .caffe.NetState state = 6; - if (has_state()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 6, *this->state_, output); - } - - // optional bool debug_info = 7 [default = false]; - if (has_debug_info()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(7, this->debug_info(), output); - } - - // repeated .caffe.BlobShape input_shape = 8; - for (unsigned int i = 0, n = this->input_shape_size(); i < n; i++) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 8, this->input_shape(i), output); - } - - // repeated .caffe.LayerParameter layer = 100; - for (unsigned int i = 0, n = this->layer_size(); i < n; i++) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 100, this->layer(i), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.NetParameter) -} - -::google::protobuf::uint8* NetParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.NetParameter) - // optional string name = 1; - if (has_name()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->name().data(), this->name().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.NetParameter.name"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 1, this->name(), target); - } - - // repeated .caffe.V1LayerParameter layers = 2; - for (unsigned int i = 0, n = this->layers_size(); i < n; i++) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 2, this->layers(i), false, target); - } - - // repeated string input = 3; - for (int i = 0; i < this->input_size(); i++) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->input(i).data(), this->input(i).length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.NetParameter.input"); - target = ::google::protobuf::internal::WireFormatLite:: - WriteStringToArray(3, this->input(i), target); - } - - // repeated int32 input_dim = 4; - for (int i = 0; i < this->input_dim_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite:: - WriteInt32ToArray(4, this->input_dim(i), target); - } - - // optional bool force_backward = 5 [default = false]; - if (has_force_backward()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(5, this->force_backward(), target); - } - - // optional .caffe.NetState state = 6; - if (has_state()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 6, *this->state_, false, target); - } - - // optional bool debug_info = 7 [default = false]; - if (has_debug_info()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(7, this->debug_info(), target); - } - - // repeated .caffe.BlobShape input_shape = 8; - for (unsigned int i = 0, n = this->input_shape_size(); i < n; i++) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 8, this->input_shape(i), false, target); - } - - // repeated .caffe.LayerParameter layer = 100; - for (unsigned int i = 0, n = this->layer_size(); i < n; i++) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 100, this->layer(i), false, target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.NetParameter) - return target; -} - -size_t NetParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.NetParameter) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 113u) { - // optional string name = 1; - if (has_name()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->name()); - } - - // optional bool force_backward = 5 [default = false]; - if (has_force_backward()) { - total_size += 1 + 1; - } - - // optional .caffe.NetState state = 6; - if (has_state()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->state_); - } - - // optional bool debug_info = 7 [default = false]; - if (has_debug_info()) { - total_size += 1 + 1; - } - - } - // repeated string input = 3; - total_size += 1 * - ::google::protobuf::internal::FromIntSize(this->input_size()); - for (int i = 0; i < this->input_size(); i++) { - total_size += ::google::protobuf::internal::WireFormatLite::StringSize( - this->input(i)); - } - - // repeated .caffe.BlobShape input_shape = 8; - { - unsigned int count = this->input_shape_size(); - total_size += 1UL * count; - for (unsigned int i = 0; i < count; i++) { - total_size += - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - this->input_shape(i)); - } - } - - // repeated int32 input_dim = 4; - { - size_t data_size = 0; - unsigned int count = this->input_dim_size(); - for (unsigned int i = 0; i < count; i++) { - data_size += ::google::protobuf::internal::WireFormatLite:: - Int32Size(this->input_dim(i)); - } - total_size += 1 * - ::google::protobuf::internal::FromIntSize(this->input_dim_size()); - total_size += data_size; - } - - // repeated .caffe.LayerParameter layer = 100; - { - unsigned int count = this->layer_size(); - total_size += 2UL * count; - for (unsigned int i = 0; i < count; i++) { - total_size += - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - this->layer(i)); - } - } - - // repeated .caffe.V1LayerParameter layers = 2; - { - unsigned int count = this->layers_size(); - total_size += 1UL * count; - for (unsigned int i = 0; i < count; i++) { - total_size += - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - this->layers(i)); - } - } - - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void NetParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.NetParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const NetParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.NetParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.NetParameter) - UnsafeMergeFrom(*source); - } -} - -void NetParameter::MergeFrom(const NetParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.NetParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void NetParameter::UnsafeMergeFrom(const NetParameter& from) { - GOOGLE_DCHECK(&from != this); - input_.UnsafeMergeFrom(from.input_); - input_shape_.MergeFrom(from.input_shape_); - input_dim_.UnsafeMergeFrom(from.input_dim_); - layer_.MergeFrom(from.layer_); - layers_.MergeFrom(from.layers_); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_name()) { - set_has_name(); - name_.AssignWithDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), from.name_); - } - if (from.has_force_backward()) { - set_force_backward(from.force_backward()); - } - if (from.has_state()) { - mutable_state()->::caffe::NetState::MergeFrom(from.state()); - } - if (from.has_debug_info()) { - set_debug_info(from.debug_info()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void NetParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.NetParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void NetParameter::CopyFrom(const NetParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.NetParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool NetParameter::IsInitialized() const { - - return true; -} - -void NetParameter::Swap(NetParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void NetParameter::InternalSwap(NetParameter* other) { - name_.Swap(&other->name_); - input_.UnsafeArenaSwap(&other->input_); - input_shape_.UnsafeArenaSwap(&other->input_shape_); - input_dim_.UnsafeArenaSwap(&other->input_dim_); - std::swap(force_backward_, other->force_backward_); - std::swap(state_, other->state_); - std::swap(debug_info_, other->debug_info_); - layer_.UnsafeArenaSwap(&other->layer_); - layers_.UnsafeArenaSwap(&other->layers_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata NetParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = NetParameter_descriptor_; - metadata.reflection = NetParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// NetParameter - -// optional string name = 1; -bool NetParameter::has_name() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void NetParameter::set_has_name() { - _has_bits_[0] |= 0x00000001u; -} -void NetParameter::clear_has_name() { - _has_bits_[0] &= ~0x00000001u; -} -void NetParameter::clear_name() { - name_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_name(); -} -const ::std::string& NetParameter::name() const { - // @@protoc_insertion_point(field_get:caffe.NetParameter.name) - return name_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void NetParameter::set_name(const ::std::string& value) { - set_has_name(); - name_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.NetParameter.name) -} -void NetParameter::set_name(const char* value) { - set_has_name(); - name_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.NetParameter.name) -} -void NetParameter::set_name(const char* value, size_t size) { - set_has_name(); - name_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.NetParameter.name) -} -::std::string* NetParameter::mutable_name() { - set_has_name(); - // @@protoc_insertion_point(field_mutable:caffe.NetParameter.name) - return name_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -::std::string* NetParameter::release_name() { - // @@protoc_insertion_point(field_release:caffe.NetParameter.name) - clear_has_name(); - return name_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void NetParameter::set_allocated_name(::std::string* name) { - if (name != NULL) { - set_has_name(); - } else { - clear_has_name(); - } - name_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), name); - // @@protoc_insertion_point(field_set_allocated:caffe.NetParameter.name) -} - -// repeated string input = 3; -int NetParameter::input_size() const { - return input_.size(); -} -void NetParameter::clear_input() { - input_.Clear(); -} -const ::std::string& NetParameter::input(int index) const { - // @@protoc_insertion_point(field_get:caffe.NetParameter.input) - return input_.Get(index); -} -::std::string* NetParameter::mutable_input(int index) { - // @@protoc_insertion_point(field_mutable:caffe.NetParameter.input) - return input_.Mutable(index); -} -void NetParameter::set_input(int index, const ::std::string& value) { - // @@protoc_insertion_point(field_set:caffe.NetParameter.input) - input_.Mutable(index)->assign(value); -} -void NetParameter::set_input(int index, const char* value) { - input_.Mutable(index)->assign(value); - // @@protoc_insertion_point(field_set_char:caffe.NetParameter.input) -} -void NetParameter::set_input(int index, const char* value, size_t size) { - input_.Mutable(index)->assign( - reinterpret_cast(value), size); - // @@protoc_insertion_point(field_set_pointer:caffe.NetParameter.input) -} -::std::string* NetParameter::add_input() { - // @@protoc_insertion_point(field_add_mutable:caffe.NetParameter.input) - return input_.Add(); -} -void NetParameter::add_input(const ::std::string& value) { - input_.Add()->assign(value); - // @@protoc_insertion_point(field_add:caffe.NetParameter.input) -} -void NetParameter::add_input(const char* value) { - input_.Add()->assign(value); - // @@protoc_insertion_point(field_add_char:caffe.NetParameter.input) -} -void NetParameter::add_input(const char* value, size_t size) { - input_.Add()->assign(reinterpret_cast(value), size); - // @@protoc_insertion_point(field_add_pointer:caffe.NetParameter.input) -} -const ::google::protobuf::RepeatedPtrField< ::std::string>& -NetParameter::input() const { - // @@protoc_insertion_point(field_list:caffe.NetParameter.input) - return input_; -} -::google::protobuf::RepeatedPtrField< ::std::string>* -NetParameter::mutable_input() { - // @@protoc_insertion_point(field_mutable_list:caffe.NetParameter.input) - return &input_; -} - -// repeated .caffe.BlobShape input_shape = 8; -int NetParameter::input_shape_size() const { - return input_shape_.size(); -} -void NetParameter::clear_input_shape() { - input_shape_.Clear(); -} -const ::caffe::BlobShape& NetParameter::input_shape(int index) const { - // @@protoc_insertion_point(field_get:caffe.NetParameter.input_shape) - return input_shape_.Get(index); -} -::caffe::BlobShape* NetParameter::mutable_input_shape(int index) { - // @@protoc_insertion_point(field_mutable:caffe.NetParameter.input_shape) - return input_shape_.Mutable(index); -} -::caffe::BlobShape* NetParameter::add_input_shape() { - // @@protoc_insertion_point(field_add:caffe.NetParameter.input_shape) - return input_shape_.Add(); -} -::google::protobuf::RepeatedPtrField< ::caffe::BlobShape >* -NetParameter::mutable_input_shape() { - // @@protoc_insertion_point(field_mutable_list:caffe.NetParameter.input_shape) - return &input_shape_; -} -const ::google::protobuf::RepeatedPtrField< ::caffe::BlobShape >& -NetParameter::input_shape() const { - // @@protoc_insertion_point(field_list:caffe.NetParameter.input_shape) - return input_shape_; -} - -// repeated int32 input_dim = 4; -int NetParameter::input_dim_size() const { - return input_dim_.size(); -} -void NetParameter::clear_input_dim() { - input_dim_.Clear(); -} -::google::protobuf::int32 NetParameter::input_dim(int index) const { - // @@protoc_insertion_point(field_get:caffe.NetParameter.input_dim) - return input_dim_.Get(index); -} -void NetParameter::set_input_dim(int index, ::google::protobuf::int32 value) { - input_dim_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.NetParameter.input_dim) -} -void NetParameter::add_input_dim(::google::protobuf::int32 value) { - input_dim_.Add(value); - // @@protoc_insertion_point(field_add:caffe.NetParameter.input_dim) -} -const ::google::protobuf::RepeatedField< ::google::protobuf::int32 >& -NetParameter::input_dim() const { - // @@protoc_insertion_point(field_list:caffe.NetParameter.input_dim) - return input_dim_; -} -::google::protobuf::RepeatedField< ::google::protobuf::int32 >* -NetParameter::mutable_input_dim() { - // @@protoc_insertion_point(field_mutable_list:caffe.NetParameter.input_dim) - return &input_dim_; -} - -// optional bool force_backward = 5 [default = false]; -bool NetParameter::has_force_backward() const { - return (_has_bits_[0] & 0x00000010u) != 0; -} -void NetParameter::set_has_force_backward() { - _has_bits_[0] |= 0x00000010u; -} -void NetParameter::clear_has_force_backward() { - _has_bits_[0] &= ~0x00000010u; -} -void NetParameter::clear_force_backward() { - force_backward_ = false; - clear_has_force_backward(); -} -bool NetParameter::force_backward() const { - // @@protoc_insertion_point(field_get:caffe.NetParameter.force_backward) - return force_backward_; -} -void NetParameter::set_force_backward(bool value) { - set_has_force_backward(); - force_backward_ = value; - // @@protoc_insertion_point(field_set:caffe.NetParameter.force_backward) -} - -// optional .caffe.NetState state = 6; -bool NetParameter::has_state() const { - return (_has_bits_[0] & 0x00000020u) != 0; -} -void NetParameter::set_has_state() { - _has_bits_[0] |= 0x00000020u; -} -void NetParameter::clear_has_state() { - _has_bits_[0] &= ~0x00000020u; -} -void NetParameter::clear_state() { - if (state_ != NULL) state_->::caffe::NetState::Clear(); - clear_has_state(); -} -const ::caffe::NetState& NetParameter::state() const { - // @@protoc_insertion_point(field_get:caffe.NetParameter.state) - return state_ != NULL ? *state_ - : *::caffe::NetState::internal_default_instance(); -} -::caffe::NetState* NetParameter::mutable_state() { - set_has_state(); - if (state_ == NULL) { - state_ = new ::caffe::NetState; - } - // @@protoc_insertion_point(field_mutable:caffe.NetParameter.state) - return state_; -} -::caffe::NetState* NetParameter::release_state() { - // @@protoc_insertion_point(field_release:caffe.NetParameter.state) - clear_has_state(); - ::caffe::NetState* temp = state_; - state_ = NULL; - return temp; -} -void NetParameter::set_allocated_state(::caffe::NetState* state) { - delete state_; - state_ = state; - if (state) { - set_has_state(); - } else { - clear_has_state(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.NetParameter.state) -} - -// optional bool debug_info = 7 [default = false]; -bool NetParameter::has_debug_info() const { - return (_has_bits_[0] & 0x00000040u) != 0; -} -void NetParameter::set_has_debug_info() { - _has_bits_[0] |= 0x00000040u; -} -void NetParameter::clear_has_debug_info() { - _has_bits_[0] &= ~0x00000040u; -} -void NetParameter::clear_debug_info() { - debug_info_ = false; - clear_has_debug_info(); -} -bool NetParameter::debug_info() const { - // @@protoc_insertion_point(field_get:caffe.NetParameter.debug_info) - return debug_info_; -} -void NetParameter::set_debug_info(bool value) { - set_has_debug_info(); - debug_info_ = value; - // @@protoc_insertion_point(field_set:caffe.NetParameter.debug_info) -} - -// repeated .caffe.LayerParameter layer = 100; -int NetParameter::layer_size() const { - return layer_.size(); -} -void NetParameter::clear_layer() { - layer_.Clear(); -} -const ::caffe::LayerParameter& NetParameter::layer(int index) const { - // @@protoc_insertion_point(field_get:caffe.NetParameter.layer) - return layer_.Get(index); -} -::caffe::LayerParameter* NetParameter::mutable_layer(int index) { - // @@protoc_insertion_point(field_mutable:caffe.NetParameter.layer) - return layer_.Mutable(index); -} -::caffe::LayerParameter* NetParameter::add_layer() { - // @@protoc_insertion_point(field_add:caffe.NetParameter.layer) - return layer_.Add(); -} -::google::protobuf::RepeatedPtrField< ::caffe::LayerParameter >* -NetParameter::mutable_layer() { - // @@protoc_insertion_point(field_mutable_list:caffe.NetParameter.layer) - return &layer_; -} -const ::google::protobuf::RepeatedPtrField< ::caffe::LayerParameter >& -NetParameter::layer() const { - // @@protoc_insertion_point(field_list:caffe.NetParameter.layer) - return layer_; -} - -// repeated .caffe.V1LayerParameter layers = 2; -int NetParameter::layers_size() const { - return layers_.size(); -} -void NetParameter::clear_layers() { - layers_.Clear(); -} -const ::caffe::V1LayerParameter& NetParameter::layers(int index) const { - // @@protoc_insertion_point(field_get:caffe.NetParameter.layers) - return layers_.Get(index); -} -::caffe::V1LayerParameter* NetParameter::mutable_layers(int index) { - // @@protoc_insertion_point(field_mutable:caffe.NetParameter.layers) - return layers_.Mutable(index); -} -::caffe::V1LayerParameter* NetParameter::add_layers() { - // @@protoc_insertion_point(field_add:caffe.NetParameter.layers) - return layers_.Add(); -} -::google::protobuf::RepeatedPtrField< ::caffe::V1LayerParameter >* -NetParameter::mutable_layers() { - // @@protoc_insertion_point(field_mutable_list:caffe.NetParameter.layers) - return &layers_; -} -const ::google::protobuf::RepeatedPtrField< ::caffe::V1LayerParameter >& -NetParameter::layers() const { - // @@protoc_insertion_point(field_list:caffe.NetParameter.layers) - return layers_; -} - -inline const NetParameter* NetParameter::internal_default_instance() { - return &NetParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -const ::google::protobuf::EnumDescriptor* SolverParameter_SnapshotFormat_descriptor() { - protobuf_AssignDescriptorsOnce(); - return SolverParameter_SnapshotFormat_descriptor_; -} -bool SolverParameter_SnapshotFormat_IsValid(int value) { - switch (value) { - case 0: - case 1: - return true; - default: - return false; - } -} - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const SolverParameter_SnapshotFormat SolverParameter::HDF5; -const SolverParameter_SnapshotFormat SolverParameter::BINARYPROTO; -const SolverParameter_SnapshotFormat SolverParameter::SnapshotFormat_MIN; -const SolverParameter_SnapshotFormat SolverParameter::SnapshotFormat_MAX; -const int SolverParameter::SnapshotFormat_ARRAYSIZE; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 -const ::google::protobuf::EnumDescriptor* SolverParameter_SolverMode_descriptor() { - protobuf_AssignDescriptorsOnce(); - return SolverParameter_SolverMode_descriptor_; -} -bool SolverParameter_SolverMode_IsValid(int value) { - switch (value) { - case 0: - case 1: - return true; - default: - return false; - } -} - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const SolverParameter_SolverMode SolverParameter::CPU; -const SolverParameter_SolverMode SolverParameter::GPU; -const SolverParameter_SolverMode SolverParameter::SolverMode_MIN; -const SolverParameter_SolverMode SolverParameter::SolverMode_MAX; -const int SolverParameter::SolverMode_ARRAYSIZE; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 -const ::google::protobuf::EnumDescriptor* SolverParameter_SolverType_descriptor() { - protobuf_AssignDescriptorsOnce(); - return SolverParameter_SolverType_descriptor_; -} -bool SolverParameter_SolverType_IsValid(int value) { - switch (value) { - case 0: - case 1: - case 2: - case 3: - case 4: - case 5: - return true; - default: - return false; - } -} - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const SolverParameter_SolverType SolverParameter::SGD; -const SolverParameter_SolverType SolverParameter::NESTEROV; -const SolverParameter_SolverType SolverParameter::ADAGRAD; -const SolverParameter_SolverType SolverParameter::RMSPROP; -const SolverParameter_SolverType SolverParameter::ADADELTA; -const SolverParameter_SolverType SolverParameter::ADAM; -const SolverParameter_SolverType SolverParameter::SolverType_MIN; -const SolverParameter_SolverType SolverParameter::SolverType_MAX; -const int SolverParameter::SolverType_ARRAYSIZE; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 -::std::string* SolverParameter::_default_regularization_type_ = NULL; -::std::string* SolverParameter::_default_type_ = NULL; -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int SolverParameter::kNetFieldNumber; -const int SolverParameter::kNetParamFieldNumber; -const int SolverParameter::kTrainNetFieldNumber; -const int SolverParameter::kTestNetFieldNumber; -const int SolverParameter::kTrainNetParamFieldNumber; -const int SolverParameter::kTestNetParamFieldNumber; -const int SolverParameter::kTrainStateFieldNumber; -const int SolverParameter::kTestStateFieldNumber; -const int SolverParameter::kTestIterFieldNumber; -const int SolverParameter::kTestIntervalFieldNumber; -const int SolverParameter::kTestComputeLossFieldNumber; -const int SolverParameter::kTestInitializationFieldNumber; -const int SolverParameter::kBaseLrFieldNumber; -const int SolverParameter::kDisplayFieldNumber; -const int SolverParameter::kAverageLossFieldNumber; -const int SolverParameter::kMaxIterFieldNumber; -const int SolverParameter::kIterSizeFieldNumber; -const int SolverParameter::kLrPolicyFieldNumber; -const int SolverParameter::kGammaFieldNumber; -const int SolverParameter::kPowerFieldNumber; -const int SolverParameter::kMomentumFieldNumber; -const int SolverParameter::kWeightDecayFieldNumber; -const int SolverParameter::kRegularizationTypeFieldNumber; -const int SolverParameter::kStepsizeFieldNumber; -const int SolverParameter::kStepvalueFieldNumber; -const int SolverParameter::kClipGradientsFieldNumber; -const int SolverParameter::kSnapshotFieldNumber; -const int SolverParameter::kSnapshotPrefixFieldNumber; -const int SolverParameter::kSnapshotDiffFieldNumber; -const int SolverParameter::kSnapshotFormatFieldNumber; -const int SolverParameter::kSolverModeFieldNumber; -const int SolverParameter::kDeviceIdFieldNumber; -const int SolverParameter::kRandomSeedFieldNumber; -const int SolverParameter::kTypeFieldNumber; -const int SolverParameter::kDeltaFieldNumber; -const int SolverParameter::kMomentum2FieldNumber; -const int SolverParameter::kRmsDecayFieldNumber; -const int SolverParameter::kDebugInfoFieldNumber; -const int SolverParameter::kSnapshotAfterTrainFieldNumber; -const int SolverParameter::kSolverTypeFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -SolverParameter::SolverParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.SolverParameter) -} - -void SolverParameter::InitAsDefaultInstance() { - net_param_ = const_cast< ::caffe::NetParameter*>( - ::caffe::NetParameter::internal_default_instance()); - train_net_param_ = const_cast< ::caffe::NetParameter*>( - ::caffe::NetParameter::internal_default_instance()); - train_state_ = const_cast< ::caffe::NetState*>( - ::caffe::NetState::internal_default_instance()); -} - -SolverParameter::SolverParameter(const SolverParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.SolverParameter) -} - -void SolverParameter::SharedCtor() { - net_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - train_net_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - lr_policy_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - regularization_type_.UnsafeSetDefault(_default_regularization_type_); - snapshot_prefix_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - type_.UnsafeSetDefault(_default_type_); - net_param_ = NULL; - train_net_param_ = NULL; - train_state_ = NULL; - ::memset(&test_interval_, 0, reinterpret_cast(&solver_type_) - - reinterpret_cast(&test_interval_) + sizeof(solver_type_)); - rms_decay_ = 0.99f; - average_loss_ = 1; - iter_size_ = 1; - test_initialization_ = true; - snapshot_after_train_ = true; - clip_gradients_ = -1; - snapshot_format_ = 1; - solver_mode_ = 1; - random_seed_ = GOOGLE_LONGLONG(-1); - delta_ = 1e-08f; - momentum2_ = 0.999f; - _cached_size_ = 0; -} - -SolverParameter::~SolverParameter() { - // @@protoc_insertion_point(destructor:caffe.SolverParameter) - SharedDtor(); -} - -void SolverParameter::SharedDtor() { - net_.DestroyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - train_net_.DestroyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - lr_policy_.DestroyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - regularization_type_.DestroyNoArena(_default_regularization_type_); - snapshot_prefix_.DestroyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - type_.DestroyNoArena(_default_type_); - if (this != &SolverParameter_default_instance_.get()) { - delete net_param_; - delete train_net_param_; - delete train_state_; - } -} - -void SolverParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* SolverParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return SolverParameter_descriptor_; -} - -const SolverParameter& SolverParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed SolverParameter_default_instance_; - -SolverParameter* SolverParameter::New(::google::protobuf::Arena* arena) const { - SolverParameter* n = new SolverParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void SolverParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.SolverParameter) -#if defined(__clang__) -#define ZR_HELPER_(f) \ - _Pragma("clang diagnostic push") \ - _Pragma("clang diagnostic ignored \"-Winvalid-offsetof\"") \ - __builtin_offsetof(SolverParameter, f) \ - _Pragma("clang diagnostic pop") -#else -#define ZR_HELPER_(f) reinterpret_cast(\ - &reinterpret_cast(16)->f) -#endif - -#define ZR_(first, last) do {\ - ::memset(&(first), 0,\ - ZR_HELPER_(last) - ZR_HELPER_(first) + sizeof(last));\ -} while (0) - - if (_has_bits_[0 / 32] & 87u) { - if (has_net()) { - net_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - if (has_net_param()) { - if (net_param_ != NULL) net_param_->::caffe::NetParameter::Clear(); - } - if (has_train_net()) { - train_net_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - if (has_train_net_param()) { - if (train_net_param_ != NULL) train_net_param_->::caffe::NetParameter::Clear(); - } - if (has_train_state()) { - if (train_state_ != NULL) train_state_->::caffe::NetState::Clear(); - } - } - if (_has_bits_[8 / 32] & 65024u) { - ZR_(test_interval_, max_iter_); - test_compute_loss_ = false; - test_initialization_ = true; - average_loss_ = 1; - } - if (_has_bits_[16 / 32] & 16711680u) { - ZR_(gamma_, stepsize_); - iter_size_ = 1; - if (has_lr_policy()) { - lr_policy_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - if (has_regularization_type()) { - regularization_type_.ClearToDefaultNoArena(_default_regularization_type_); - } - } - if (_has_bits_[24 / 32] & 4261412864u) { - ZR_(snapshot_, device_id_); - clip_gradients_ = -1; - if (has_snapshot_prefix()) { - snapshot_prefix_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - snapshot_diff_ = false; - snapshot_format_ = 1; - solver_mode_ = 1; - } - if (_has_bits_[32 / 32] & 255u) { - random_seed_ = GOOGLE_LONGLONG(-1); - if (has_type()) { - type_.ClearToDefaultNoArena(_default_type_); - } - delta_ = 1e-08f; - momentum2_ = 0.999f; - rms_decay_ = 0.99f; - debug_info_ = false; - snapshot_after_train_ = true; - solver_type_ = 0; - } - -#undef ZR_HELPER_ -#undef ZR_ - - test_net_.Clear(); - test_net_param_.Clear(); - test_state_.Clear(); - test_iter_.Clear(); - stepvalue_.Clear(); - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool SolverParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.SolverParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(16383); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional string train_net = 1; - case 1: { - if (tag == 10) { - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_train_net())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->train_net().data(), this->train_net().length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.SolverParameter.train_net"); - } else { - goto handle_unusual; - } - if (input->ExpectTag(18)) goto parse_test_net; - break; - } - - // repeated string test_net = 2; - case 2: { - if (tag == 18) { - parse_test_net: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->add_test_net())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->test_net(this->test_net_size() - 1).data(), - this->test_net(this->test_net_size() - 1).length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.SolverParameter.test_net"); - } else { - goto handle_unusual; - } - if (input->ExpectTag(18)) goto parse_test_net; - if (input->ExpectTag(24)) goto parse_test_iter; - break; - } - - // repeated int32 test_iter = 3; - case 3: { - if (tag == 24) { - parse_test_iter: - DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - 1, 24, input, this->mutable_test_iter()))); - } else if (tag == 26) { - DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitiveNoInline< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, this->mutable_test_iter()))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(24)) goto parse_test_iter; - if (input->ExpectTag(32)) goto parse_test_interval; - break; - } - - // optional int32 test_interval = 4 [default = 0]; - case 4: { - if (tag == 32) { - parse_test_interval: - set_has_test_interval(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &test_interval_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(45)) goto parse_base_lr; - break; - } - - // optional float base_lr = 5; - case 5: { - if (tag == 45) { - parse_base_lr: - set_has_base_lr(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &base_lr_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(48)) goto parse_display; - break; - } - - // optional int32 display = 6; - case 6: { - if (tag == 48) { - parse_display: - set_has_display(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &display_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(56)) goto parse_max_iter; - break; - } - - // optional int32 max_iter = 7; - case 7: { - if (tag == 56) { - parse_max_iter: - set_has_max_iter(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &max_iter_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(66)) goto parse_lr_policy; - break; - } - - // optional string lr_policy = 8; - case 8: { - if (tag == 66) { - parse_lr_policy: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_lr_policy())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->lr_policy().data(), this->lr_policy().length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.SolverParameter.lr_policy"); - } else { - goto handle_unusual; - } - if (input->ExpectTag(77)) goto parse_gamma; - break; - } - - // optional float gamma = 9; - case 9: { - if (tag == 77) { - parse_gamma: - set_has_gamma(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &gamma_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(85)) goto parse_power; - break; - } - - // optional float power = 10; - case 10: { - if (tag == 85) { - parse_power: - set_has_power(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &power_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(93)) goto parse_momentum; - break; - } - - // optional float momentum = 11; - case 11: { - if (tag == 93) { - parse_momentum: - set_has_momentum(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &momentum_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(101)) goto parse_weight_decay; - break; - } - - // optional float weight_decay = 12; - case 12: { - if (tag == 101) { - parse_weight_decay: - set_has_weight_decay(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &weight_decay_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(104)) goto parse_stepsize; - break; - } - - // optional int32 stepsize = 13; - case 13: { - if (tag == 104) { - parse_stepsize: - set_has_stepsize(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &stepsize_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(112)) goto parse_snapshot; - break; - } - - // optional int32 snapshot = 14 [default = 0]; - case 14: { - if (tag == 112) { - parse_snapshot: - set_has_snapshot(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &snapshot_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(122)) goto parse_snapshot_prefix; - break; - } - - // optional string snapshot_prefix = 15; - case 15: { - if (tag == 122) { - parse_snapshot_prefix: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_snapshot_prefix())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->snapshot_prefix().data(), this->snapshot_prefix().length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.SolverParameter.snapshot_prefix"); - } else { - goto handle_unusual; - } - if (input->ExpectTag(128)) goto parse_snapshot_diff; - break; - } - - // optional bool snapshot_diff = 16 [default = false]; - case 16: { - if (tag == 128) { - parse_snapshot_diff: - set_has_snapshot_diff(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &snapshot_diff_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(136)) goto parse_solver_mode; - break; - } - - // optional .caffe.SolverParameter.SolverMode solver_mode = 17 [default = GPU]; - case 17: { - if (tag == 136) { - parse_solver_mode: - int value; - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - int, ::google::protobuf::internal::WireFormatLite::TYPE_ENUM>( - input, &value))); - if (::caffe::SolverParameter_SolverMode_IsValid(value)) { - set_solver_mode(static_cast< ::caffe::SolverParameter_SolverMode >(value)); - } else { - mutable_unknown_fields()->AddVarint(17, value); - } - } else { - goto handle_unusual; - } - if (input->ExpectTag(144)) goto parse_device_id; - break; - } - - // optional int32 device_id = 18 [default = 0]; - case 18: { - if (tag == 144) { - parse_device_id: - set_has_device_id(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &device_id_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(152)) goto parse_test_compute_loss; - break; - } - - // optional bool test_compute_loss = 19 [default = false]; - case 19: { - if (tag == 152) { - parse_test_compute_loss: - set_has_test_compute_loss(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &test_compute_loss_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(160)) goto parse_random_seed; - break; - } - - // optional int64 random_seed = 20 [default = -1]; - case 20: { - if (tag == 160) { - parse_random_seed: - set_has_random_seed(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int64, ::google::protobuf::internal::WireFormatLite::TYPE_INT64>( - input, &random_seed_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(170)) goto parse_train_net_param; - break; - } - - // optional .caffe.NetParameter train_net_param = 21; - case 21: { - if (tag == 170) { - parse_train_net_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_train_net_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(178)) goto parse_test_net_param; - break; - } - - // repeated .caffe.NetParameter test_net_param = 22; - case 22: { - if (tag == 178) { - parse_test_net_param: - DO_(input->IncrementRecursionDepth()); - parse_loop_test_net_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtualNoRecursionDepth( - input, add_test_net_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(178)) goto parse_loop_test_net_param; - input->UnsafeDecrementRecursionDepth(); - if (input->ExpectTag(184)) goto parse_debug_info; - break; - } - - // optional bool debug_info = 23 [default = false]; - case 23: { - if (tag == 184) { - parse_debug_info: - set_has_debug_info(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &debug_info_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(194)) goto parse_net; - break; - } - - // optional string net = 24; - case 24: { - if (tag == 194) { - parse_net: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_net())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->net().data(), this->net().length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.SolverParameter.net"); - } else { - goto handle_unusual; - } - if (input->ExpectTag(202)) goto parse_net_param; - break; - } - - // optional .caffe.NetParameter net_param = 25; - case 25: { - if (tag == 202) { - parse_net_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_net_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(210)) goto parse_train_state; - break; - } - - // optional .caffe.NetState train_state = 26; - case 26: { - if (tag == 210) { - parse_train_state: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_train_state())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(218)) goto parse_test_state; - break; - } - - // repeated .caffe.NetState test_state = 27; - case 27: { - if (tag == 218) { - parse_test_state: - DO_(input->IncrementRecursionDepth()); - parse_loop_test_state: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtualNoRecursionDepth( - input, add_test_state())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(218)) goto parse_loop_test_state; - input->UnsafeDecrementRecursionDepth(); - if (input->ExpectTag(224)) goto parse_snapshot_after_train; - break; - } - - // optional bool snapshot_after_train = 28 [default = true]; - case 28: { - if (tag == 224) { - parse_snapshot_after_train: - set_has_snapshot_after_train(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &snapshot_after_train_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(234)) goto parse_regularization_type; - break; - } - - // optional string regularization_type = 29 [default = "L2"]; - case 29: { - if (tag == 234) { - parse_regularization_type: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_regularization_type())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->regularization_type().data(), this->regularization_type().length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.SolverParameter.regularization_type"); - } else { - goto handle_unusual; - } - if (input->ExpectTag(240)) goto parse_solver_type; - break; - } - - // optional .caffe.SolverParameter.SolverType solver_type = 30 [default = SGD]; - case 30: { - if (tag == 240) { - parse_solver_type: - int value; - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - int, ::google::protobuf::internal::WireFormatLite::TYPE_ENUM>( - input, &value))); - if (::caffe::SolverParameter_SolverType_IsValid(value)) { - set_solver_type(static_cast< ::caffe::SolverParameter_SolverType >(value)); - } else { - mutable_unknown_fields()->AddVarint(30, value); - } - } else { - goto handle_unusual; - } - if (input->ExpectTag(253)) goto parse_delta; - break; - } - - // optional float delta = 31 [default = 1e-08]; - case 31: { - if (tag == 253) { - parse_delta: - set_has_delta(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &delta_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(256)) goto parse_test_initialization; - break; - } - - // optional bool test_initialization = 32 [default = true]; - case 32: { - if (tag == 256) { - parse_test_initialization: - set_has_test_initialization(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &test_initialization_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(264)) goto parse_average_loss; - break; - } - - // optional int32 average_loss = 33 [default = 1]; - case 33: { - if (tag == 264) { - parse_average_loss: - set_has_average_loss(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &average_loss_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(272)) goto parse_stepvalue; - break; - } - - // repeated int32 stepvalue = 34; - case 34: { - if (tag == 272) { - parse_stepvalue: - DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - 2, 272, input, this->mutable_stepvalue()))); - } else if (tag == 274) { - DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitiveNoInline< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, this->mutable_stepvalue()))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(272)) goto parse_stepvalue; - if (input->ExpectTag(285)) goto parse_clip_gradients; - break; - } - - // optional float clip_gradients = 35 [default = -1]; - case 35: { - if (tag == 285) { - parse_clip_gradients: - set_has_clip_gradients(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &clip_gradients_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(288)) goto parse_iter_size; - break; - } - - // optional int32 iter_size = 36 [default = 1]; - case 36: { - if (tag == 288) { - parse_iter_size: - set_has_iter_size(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &iter_size_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(296)) goto parse_snapshot_format; - break; - } - - // optional .caffe.SolverParameter.SnapshotFormat snapshot_format = 37 [default = BINARYPROTO]; - case 37: { - if (tag == 296) { - parse_snapshot_format: - int value; - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - int, ::google::protobuf::internal::WireFormatLite::TYPE_ENUM>( - input, &value))); - if (::caffe::SolverParameter_SnapshotFormat_IsValid(value)) { - set_snapshot_format(static_cast< ::caffe::SolverParameter_SnapshotFormat >(value)); - } else { - mutable_unknown_fields()->AddVarint(37, value); - } - } else { - goto handle_unusual; - } - if (input->ExpectTag(309)) goto parse_rms_decay; - break; - } - - // optional float rms_decay = 38 [default = 0.99]; - case 38: { - if (tag == 309) { - parse_rms_decay: - set_has_rms_decay(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &rms_decay_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(317)) goto parse_momentum2; - break; - } - - // optional float momentum2 = 39 [default = 0.999]; - case 39: { - if (tag == 317) { - parse_momentum2: - set_has_momentum2(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &momentum2_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(322)) goto parse_type; - break; - } - - // optional string type = 40 [default = "SGD"]; - case 40: { - if (tag == 322) { - parse_type: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_type())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->type().data(), this->type().length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.SolverParameter.type"); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.SolverParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.SolverParameter) - return false; -#undef DO_ -} - -void SolverParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.SolverParameter) - // optional string train_net = 1; - if (has_train_net()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->train_net().data(), this->train_net().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.SolverParameter.train_net"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 1, this->train_net(), output); - } - - // repeated string test_net = 2; - for (int i = 0; i < this->test_net_size(); i++) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->test_net(i).data(), this->test_net(i).length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.SolverParameter.test_net"); - ::google::protobuf::internal::WireFormatLite::WriteString( - 2, this->test_net(i), output); - } - - // repeated int32 test_iter = 3; - for (int i = 0; i < this->test_iter_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteInt32( - 3, this->test_iter(i), output); - } - - // optional int32 test_interval = 4 [default = 0]; - if (has_test_interval()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(4, this->test_interval(), output); - } - - // optional float base_lr = 5; - if (has_base_lr()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(5, this->base_lr(), output); - } - - // optional int32 display = 6; - if (has_display()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(6, this->display(), output); - } - - // optional int32 max_iter = 7; - if (has_max_iter()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(7, this->max_iter(), output); - } - - // optional string lr_policy = 8; - if (has_lr_policy()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->lr_policy().data(), this->lr_policy().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.SolverParameter.lr_policy"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 8, this->lr_policy(), output); - } - - // optional float gamma = 9; - if (has_gamma()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(9, this->gamma(), output); - } - - // optional float power = 10; - if (has_power()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(10, this->power(), output); - } - - // optional float momentum = 11; - if (has_momentum()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(11, this->momentum(), output); - } - - // optional float weight_decay = 12; - if (has_weight_decay()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(12, this->weight_decay(), output); - } - - // optional int32 stepsize = 13; - if (has_stepsize()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(13, this->stepsize(), output); - } - - // optional int32 snapshot = 14 [default = 0]; - if (has_snapshot()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(14, this->snapshot(), output); - } - - // optional string snapshot_prefix = 15; - if (has_snapshot_prefix()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->snapshot_prefix().data(), this->snapshot_prefix().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.SolverParameter.snapshot_prefix"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 15, this->snapshot_prefix(), output); - } - - // optional bool snapshot_diff = 16 [default = false]; - if (has_snapshot_diff()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(16, this->snapshot_diff(), output); - } - - // optional .caffe.SolverParameter.SolverMode solver_mode = 17 [default = GPU]; - if (has_solver_mode()) { - ::google::protobuf::internal::WireFormatLite::WriteEnum( - 17, this->solver_mode(), output); - } - - // optional int32 device_id = 18 [default = 0]; - if (has_device_id()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(18, this->device_id(), output); - } - - // optional bool test_compute_loss = 19 [default = false]; - if (has_test_compute_loss()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(19, this->test_compute_loss(), output); - } - - // optional int64 random_seed = 20 [default = -1]; - if (has_random_seed()) { - ::google::protobuf::internal::WireFormatLite::WriteInt64(20, this->random_seed(), output); - } - - // optional .caffe.NetParameter train_net_param = 21; - if (has_train_net_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 21, *this->train_net_param_, output); - } - - // repeated .caffe.NetParameter test_net_param = 22; - for (unsigned int i = 0, n = this->test_net_param_size(); i < n; i++) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 22, this->test_net_param(i), output); - } - - // optional bool debug_info = 23 [default = false]; - if (has_debug_info()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(23, this->debug_info(), output); - } - - // optional string net = 24; - if (has_net()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->net().data(), this->net().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.SolverParameter.net"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 24, this->net(), output); - } - - // optional .caffe.NetParameter net_param = 25; - if (has_net_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 25, *this->net_param_, output); - } - - // optional .caffe.NetState train_state = 26; - if (has_train_state()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 26, *this->train_state_, output); - } - - // repeated .caffe.NetState test_state = 27; - for (unsigned int i = 0, n = this->test_state_size(); i < n; i++) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 27, this->test_state(i), output); - } - - // optional bool snapshot_after_train = 28 [default = true]; - if (has_snapshot_after_train()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(28, this->snapshot_after_train(), output); - } - - // optional string regularization_type = 29 [default = "L2"]; - if (has_regularization_type()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->regularization_type().data(), this->regularization_type().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.SolverParameter.regularization_type"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 29, this->regularization_type(), output); - } - - // optional .caffe.SolverParameter.SolverType solver_type = 30 [default = SGD]; - if (has_solver_type()) { - ::google::protobuf::internal::WireFormatLite::WriteEnum( - 30, this->solver_type(), output); - } - - // optional float delta = 31 [default = 1e-08]; - if (has_delta()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(31, this->delta(), output); - } - - // optional bool test_initialization = 32 [default = true]; - if (has_test_initialization()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(32, this->test_initialization(), output); - } - - // optional int32 average_loss = 33 [default = 1]; - if (has_average_loss()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(33, this->average_loss(), output); - } - - // repeated int32 stepvalue = 34; - for (int i = 0; i < this->stepvalue_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteInt32( - 34, this->stepvalue(i), output); - } - - // optional float clip_gradients = 35 [default = -1]; - if (has_clip_gradients()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(35, this->clip_gradients(), output); - } - - // optional int32 iter_size = 36 [default = 1]; - if (has_iter_size()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(36, this->iter_size(), output); - } - - // optional .caffe.SolverParameter.SnapshotFormat snapshot_format = 37 [default = BINARYPROTO]; - if (has_snapshot_format()) { - ::google::protobuf::internal::WireFormatLite::WriteEnum( - 37, this->snapshot_format(), output); - } - - // optional float rms_decay = 38 [default = 0.99]; - if (has_rms_decay()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(38, this->rms_decay(), output); - } - - // optional float momentum2 = 39 [default = 0.999]; - if (has_momentum2()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(39, this->momentum2(), output); - } - - // optional string type = 40 [default = "SGD"]; - if (has_type()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->type().data(), this->type().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.SolverParameter.type"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 40, this->type(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.SolverParameter) -} - -::google::protobuf::uint8* SolverParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.SolverParameter) - // optional string train_net = 1; - if (has_train_net()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->train_net().data(), this->train_net().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.SolverParameter.train_net"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 1, this->train_net(), target); - } - - // repeated string test_net = 2; - for (int i = 0; i < this->test_net_size(); i++) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->test_net(i).data(), this->test_net(i).length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.SolverParameter.test_net"); - target = ::google::protobuf::internal::WireFormatLite:: - WriteStringToArray(2, this->test_net(i), target); - } - - // repeated int32 test_iter = 3; - for (int i = 0; i < this->test_iter_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite:: - WriteInt32ToArray(3, this->test_iter(i), target); - } - - // optional int32 test_interval = 4 [default = 0]; - if (has_test_interval()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(4, this->test_interval(), target); - } - - // optional float base_lr = 5; - if (has_base_lr()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(5, this->base_lr(), target); - } - - // optional int32 display = 6; - if (has_display()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(6, this->display(), target); - } - - // optional int32 max_iter = 7; - if (has_max_iter()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(7, this->max_iter(), target); - } - - // optional string lr_policy = 8; - if (has_lr_policy()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->lr_policy().data(), this->lr_policy().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.SolverParameter.lr_policy"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 8, this->lr_policy(), target); - } - - // optional float gamma = 9; - if (has_gamma()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(9, this->gamma(), target); - } - - // optional float power = 10; - if (has_power()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(10, this->power(), target); - } - - // optional float momentum = 11; - if (has_momentum()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(11, this->momentum(), target); - } - - // optional float weight_decay = 12; - if (has_weight_decay()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(12, this->weight_decay(), target); - } - - // optional int32 stepsize = 13; - if (has_stepsize()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(13, this->stepsize(), target); - } - - // optional int32 snapshot = 14 [default = 0]; - if (has_snapshot()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(14, this->snapshot(), target); - } - - // optional string snapshot_prefix = 15; - if (has_snapshot_prefix()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->snapshot_prefix().data(), this->snapshot_prefix().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.SolverParameter.snapshot_prefix"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 15, this->snapshot_prefix(), target); - } - - // optional bool snapshot_diff = 16 [default = false]; - if (has_snapshot_diff()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(16, this->snapshot_diff(), target); - } - - // optional .caffe.SolverParameter.SolverMode solver_mode = 17 [default = GPU]; - if (has_solver_mode()) { - target = ::google::protobuf::internal::WireFormatLite::WriteEnumToArray( - 17, this->solver_mode(), target); - } - - // optional int32 device_id = 18 [default = 0]; - if (has_device_id()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(18, this->device_id(), target); - } - - // optional bool test_compute_loss = 19 [default = false]; - if (has_test_compute_loss()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(19, this->test_compute_loss(), target); - } - - // optional int64 random_seed = 20 [default = -1]; - if (has_random_seed()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt64ToArray(20, this->random_seed(), target); - } - - // optional .caffe.NetParameter train_net_param = 21; - if (has_train_net_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 21, *this->train_net_param_, false, target); - } - - // repeated .caffe.NetParameter test_net_param = 22; - for (unsigned int i = 0, n = this->test_net_param_size(); i < n; i++) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 22, this->test_net_param(i), false, target); - } - - // optional bool debug_info = 23 [default = false]; - if (has_debug_info()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(23, this->debug_info(), target); - } - - // optional string net = 24; - if (has_net()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->net().data(), this->net().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.SolverParameter.net"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 24, this->net(), target); - } - - // optional .caffe.NetParameter net_param = 25; - if (has_net_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 25, *this->net_param_, false, target); - } - - // optional .caffe.NetState train_state = 26; - if (has_train_state()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 26, *this->train_state_, false, target); - } - - // repeated .caffe.NetState test_state = 27; - for (unsigned int i = 0, n = this->test_state_size(); i < n; i++) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 27, this->test_state(i), false, target); - } - - // optional bool snapshot_after_train = 28 [default = true]; - if (has_snapshot_after_train()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(28, this->snapshot_after_train(), target); - } - - // optional string regularization_type = 29 [default = "L2"]; - if (has_regularization_type()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->regularization_type().data(), this->regularization_type().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.SolverParameter.regularization_type"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 29, this->regularization_type(), target); - } - - // optional .caffe.SolverParameter.SolverType solver_type = 30 [default = SGD]; - if (has_solver_type()) { - target = ::google::protobuf::internal::WireFormatLite::WriteEnumToArray( - 30, this->solver_type(), target); - } - - // optional float delta = 31 [default = 1e-08]; - if (has_delta()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(31, this->delta(), target); - } - - // optional bool test_initialization = 32 [default = true]; - if (has_test_initialization()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(32, this->test_initialization(), target); - } - - // optional int32 average_loss = 33 [default = 1]; - if (has_average_loss()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(33, this->average_loss(), target); - } - - // repeated int32 stepvalue = 34; - for (int i = 0; i < this->stepvalue_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite:: - WriteInt32ToArray(34, this->stepvalue(i), target); - } - - // optional float clip_gradients = 35 [default = -1]; - if (has_clip_gradients()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(35, this->clip_gradients(), target); - } - - // optional int32 iter_size = 36 [default = 1]; - if (has_iter_size()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(36, this->iter_size(), target); - } - - // optional .caffe.SolverParameter.SnapshotFormat snapshot_format = 37 [default = BINARYPROTO]; - if (has_snapshot_format()) { - target = ::google::protobuf::internal::WireFormatLite::WriteEnumToArray( - 37, this->snapshot_format(), target); - } - - // optional float rms_decay = 38 [default = 0.99]; - if (has_rms_decay()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(38, this->rms_decay(), target); - } - - // optional float momentum2 = 39 [default = 0.999]; - if (has_momentum2()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(39, this->momentum2(), target); - } - - // optional string type = 40 [default = "SGD"]; - if (has_type()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->type().data(), this->type().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.SolverParameter.type"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 40, this->type(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.SolverParameter) - return target; -} - -size_t SolverParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.SolverParameter) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 87u) { - // optional string net = 24; - if (has_net()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->net()); - } - - // optional .caffe.NetParameter net_param = 25; - if (has_net_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->net_param_); - } - - // optional string train_net = 1; - if (has_train_net()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->train_net()); - } - - // optional .caffe.NetParameter train_net_param = 21; - if (has_train_net_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->train_net_param_); - } - - // optional .caffe.NetState train_state = 26; - if (has_train_state()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->train_state_); - } - - } - if (_has_bits_[9 / 32] & 65024u) { - // optional int32 test_interval = 4 [default = 0]; - if (has_test_interval()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->test_interval()); - } - - // optional bool test_compute_loss = 19 [default = false]; - if (has_test_compute_loss()) { - total_size += 2 + 1; - } - - // optional bool test_initialization = 32 [default = true]; - if (has_test_initialization()) { - total_size += 2 + 1; - } - - // optional float base_lr = 5; - if (has_base_lr()) { - total_size += 1 + 4; - } - - // optional int32 display = 6; - if (has_display()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->display()); - } - - // optional int32 average_loss = 33 [default = 1]; - if (has_average_loss()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->average_loss()); - } - - // optional int32 max_iter = 7; - if (has_max_iter()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->max_iter()); - } - - } - if (_has_bits_[16 / 32] & 16711680u) { - // optional int32 iter_size = 36 [default = 1]; - if (has_iter_size()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->iter_size()); - } - - // optional string lr_policy = 8; - if (has_lr_policy()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->lr_policy()); - } - - // optional float gamma = 9; - if (has_gamma()) { - total_size += 1 + 4; - } - - // optional float power = 10; - if (has_power()) { - total_size += 1 + 4; - } - - // optional float momentum = 11; - if (has_momentum()) { - total_size += 1 + 4; - } - - // optional float weight_decay = 12; - if (has_weight_decay()) { - total_size += 1 + 4; - } - - // optional string regularization_type = 29 [default = "L2"]; - if (has_regularization_type()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->regularization_type()); - } - - // optional int32 stepsize = 13; - if (has_stepsize()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->stepsize()); - } - - } - if (_has_bits_[25 / 32] & 4261412864u) { - // optional float clip_gradients = 35 [default = -1]; - if (has_clip_gradients()) { - total_size += 2 + 4; - } - - // optional int32 snapshot = 14 [default = 0]; - if (has_snapshot()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->snapshot()); - } - - // optional string snapshot_prefix = 15; - if (has_snapshot_prefix()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->snapshot_prefix()); - } - - // optional bool snapshot_diff = 16 [default = false]; - if (has_snapshot_diff()) { - total_size += 2 + 1; - } - - // optional .caffe.SolverParameter.SnapshotFormat snapshot_format = 37 [default = BINARYPROTO]; - if (has_snapshot_format()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::EnumSize(this->snapshot_format()); - } - - // optional .caffe.SolverParameter.SolverMode solver_mode = 17 [default = GPU]; - if (has_solver_mode()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::EnumSize(this->solver_mode()); - } - - // optional int32 device_id = 18 [default = 0]; - if (has_device_id()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->device_id()); - } - - } - if (_has_bits_[32 / 32] & 255u) { - // optional int64 random_seed = 20 [default = -1]; - if (has_random_seed()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::Int64Size( - this->random_seed()); - } - - // optional string type = 40 [default = "SGD"]; - if (has_type()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->type()); - } - - // optional float delta = 31 [default = 1e-08]; - if (has_delta()) { - total_size += 2 + 4; - } - - // optional float momentum2 = 39 [default = 0.999]; - if (has_momentum2()) { - total_size += 2 + 4; - } - - // optional float rms_decay = 38 [default = 0.99]; - if (has_rms_decay()) { - total_size += 2 + 4; - } - - // optional bool debug_info = 23 [default = false]; - if (has_debug_info()) { - total_size += 2 + 1; - } - - // optional bool snapshot_after_train = 28 [default = true]; - if (has_snapshot_after_train()) { - total_size += 2 + 1; - } - - // optional .caffe.SolverParameter.SolverType solver_type = 30 [default = SGD]; - if (has_solver_type()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::EnumSize(this->solver_type()); - } - - } - // repeated string test_net = 2; - total_size += 1 * - ::google::protobuf::internal::FromIntSize(this->test_net_size()); - for (int i = 0; i < this->test_net_size(); i++) { - total_size += ::google::protobuf::internal::WireFormatLite::StringSize( - this->test_net(i)); - } - - // repeated .caffe.NetParameter test_net_param = 22; - { - unsigned int count = this->test_net_param_size(); - total_size += 2UL * count; - for (unsigned int i = 0; i < count; i++) { - total_size += - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - this->test_net_param(i)); - } - } - - // repeated .caffe.NetState test_state = 27; - { - unsigned int count = this->test_state_size(); - total_size += 2UL * count; - for (unsigned int i = 0; i < count; i++) { - total_size += - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - this->test_state(i)); - } - } - - // repeated int32 test_iter = 3; - { - size_t data_size = 0; - unsigned int count = this->test_iter_size(); - for (unsigned int i = 0; i < count; i++) { - data_size += ::google::protobuf::internal::WireFormatLite:: - Int32Size(this->test_iter(i)); - } - total_size += 1 * - ::google::protobuf::internal::FromIntSize(this->test_iter_size()); - total_size += data_size; - } - - // repeated int32 stepvalue = 34; - { - size_t data_size = 0; - unsigned int count = this->stepvalue_size(); - for (unsigned int i = 0; i < count; i++) { - data_size += ::google::protobuf::internal::WireFormatLite:: - Int32Size(this->stepvalue(i)); - } - total_size += 2 * - ::google::protobuf::internal::FromIntSize(this->stepvalue_size()); - total_size += data_size; - } - - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void SolverParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.SolverParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const SolverParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.SolverParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.SolverParameter) - UnsafeMergeFrom(*source); - } -} - -void SolverParameter::MergeFrom(const SolverParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.SolverParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void SolverParameter::UnsafeMergeFrom(const SolverParameter& from) { - GOOGLE_DCHECK(&from != this); - test_net_.UnsafeMergeFrom(from.test_net_); - test_net_param_.MergeFrom(from.test_net_param_); - test_state_.MergeFrom(from.test_state_); - test_iter_.UnsafeMergeFrom(from.test_iter_); - stepvalue_.UnsafeMergeFrom(from.stepvalue_); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_net()) { - set_has_net(); - net_.AssignWithDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), from.net_); - } - if (from.has_net_param()) { - mutable_net_param()->::caffe::NetParameter::MergeFrom(from.net_param()); - } - if (from.has_train_net()) { - set_has_train_net(); - train_net_.AssignWithDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), from.train_net_); - } - if (from.has_train_net_param()) { - mutable_train_net_param()->::caffe::NetParameter::MergeFrom(from.train_net_param()); - } - if (from.has_train_state()) { - mutable_train_state()->::caffe::NetState::MergeFrom(from.train_state()); - } - } - if (from._has_bits_[9 / 32] & (0xffu << (9 % 32))) { - if (from.has_test_interval()) { - set_test_interval(from.test_interval()); - } - if (from.has_test_compute_loss()) { - set_test_compute_loss(from.test_compute_loss()); - } - if (from.has_test_initialization()) { - set_test_initialization(from.test_initialization()); - } - if (from.has_base_lr()) { - set_base_lr(from.base_lr()); - } - if (from.has_display()) { - set_display(from.display()); - } - if (from.has_average_loss()) { - set_average_loss(from.average_loss()); - } - if (from.has_max_iter()) { - set_max_iter(from.max_iter()); - } - } - if (from._has_bits_[16 / 32] & (0xffu << (16 % 32))) { - if (from.has_iter_size()) { - set_iter_size(from.iter_size()); - } - if (from.has_lr_policy()) { - set_has_lr_policy(); - lr_policy_.AssignWithDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), from.lr_policy_); - } - if (from.has_gamma()) { - set_gamma(from.gamma()); - } - if (from.has_power()) { - set_power(from.power()); - } - if (from.has_momentum()) { - set_momentum(from.momentum()); - } - if (from.has_weight_decay()) { - set_weight_decay(from.weight_decay()); - } - if (from.has_regularization_type()) { - set_has_regularization_type(); - regularization_type_.AssignWithDefault(_default_regularization_type_, from.regularization_type_); - } - if (from.has_stepsize()) { - set_stepsize(from.stepsize()); - } - } - if (from._has_bits_[25 / 32] & (0xffu << (25 % 32))) { - if (from.has_clip_gradients()) { - set_clip_gradients(from.clip_gradients()); - } - if (from.has_snapshot()) { - set_snapshot(from.snapshot()); - } - if (from.has_snapshot_prefix()) { - set_has_snapshot_prefix(); - snapshot_prefix_.AssignWithDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), from.snapshot_prefix_); - } - if (from.has_snapshot_diff()) { - set_snapshot_diff(from.snapshot_diff()); - } - if (from.has_snapshot_format()) { - set_snapshot_format(from.snapshot_format()); - } - if (from.has_solver_mode()) { - set_solver_mode(from.solver_mode()); - } - if (from.has_device_id()) { - set_device_id(from.device_id()); - } - } - if (from._has_bits_[32 / 32] & (0xffu << (32 % 32))) { - if (from.has_random_seed()) { - set_random_seed(from.random_seed()); - } - if (from.has_type()) { - set_has_type(); - type_.AssignWithDefault(_default_type_, from.type_); - } - if (from.has_delta()) { - set_delta(from.delta()); - } - if (from.has_momentum2()) { - set_momentum2(from.momentum2()); - } - if (from.has_rms_decay()) { - set_rms_decay(from.rms_decay()); - } - if (from.has_debug_info()) { - set_debug_info(from.debug_info()); - } - if (from.has_snapshot_after_train()) { - set_snapshot_after_train(from.snapshot_after_train()); - } - if (from.has_solver_type()) { - set_solver_type(from.solver_type()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void SolverParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.SolverParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void SolverParameter::CopyFrom(const SolverParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.SolverParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool SolverParameter::IsInitialized() const { - - return true; -} - -void SolverParameter::Swap(SolverParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void SolverParameter::InternalSwap(SolverParameter* other) { - net_.Swap(&other->net_); - std::swap(net_param_, other->net_param_); - train_net_.Swap(&other->train_net_); - test_net_.UnsafeArenaSwap(&other->test_net_); - std::swap(train_net_param_, other->train_net_param_); - test_net_param_.UnsafeArenaSwap(&other->test_net_param_); - std::swap(train_state_, other->train_state_); - test_state_.UnsafeArenaSwap(&other->test_state_); - test_iter_.UnsafeArenaSwap(&other->test_iter_); - std::swap(test_interval_, other->test_interval_); - std::swap(test_compute_loss_, other->test_compute_loss_); - std::swap(test_initialization_, other->test_initialization_); - std::swap(base_lr_, other->base_lr_); - std::swap(display_, other->display_); - std::swap(average_loss_, other->average_loss_); - std::swap(max_iter_, other->max_iter_); - std::swap(iter_size_, other->iter_size_); - lr_policy_.Swap(&other->lr_policy_); - std::swap(gamma_, other->gamma_); - std::swap(power_, other->power_); - std::swap(momentum_, other->momentum_); - std::swap(weight_decay_, other->weight_decay_); - regularization_type_.Swap(&other->regularization_type_); - std::swap(stepsize_, other->stepsize_); - stepvalue_.UnsafeArenaSwap(&other->stepvalue_); - std::swap(clip_gradients_, other->clip_gradients_); - std::swap(snapshot_, other->snapshot_); - snapshot_prefix_.Swap(&other->snapshot_prefix_); - std::swap(snapshot_diff_, other->snapshot_diff_); - std::swap(snapshot_format_, other->snapshot_format_); - std::swap(solver_mode_, other->solver_mode_); - std::swap(device_id_, other->device_id_); - std::swap(random_seed_, other->random_seed_); - type_.Swap(&other->type_); - std::swap(delta_, other->delta_); - std::swap(momentum2_, other->momentum2_); - std::swap(rms_decay_, other->rms_decay_); - std::swap(debug_info_, other->debug_info_); - std::swap(snapshot_after_train_, other->snapshot_after_train_); - std::swap(solver_type_, other->solver_type_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - std::swap(_has_bits_[1], other->_has_bits_[1]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata SolverParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = SolverParameter_descriptor_; - metadata.reflection = SolverParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// SolverParameter - -// optional string net = 24; -bool SolverParameter::has_net() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void SolverParameter::set_has_net() { - _has_bits_[0] |= 0x00000001u; -} -void SolverParameter::clear_has_net() { - _has_bits_[0] &= ~0x00000001u; -} -void SolverParameter::clear_net() { - net_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_net(); -} -const ::std::string& SolverParameter::net() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.net) - return net_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void SolverParameter::set_net(const ::std::string& value) { - set_has_net(); - net_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.SolverParameter.net) -} -void SolverParameter::set_net(const char* value) { - set_has_net(); - net_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.SolverParameter.net) -} -void SolverParameter::set_net(const char* value, size_t size) { - set_has_net(); - net_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.SolverParameter.net) -} -::std::string* SolverParameter::mutable_net() { - set_has_net(); - // @@protoc_insertion_point(field_mutable:caffe.SolverParameter.net) - return net_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -::std::string* SolverParameter::release_net() { - // @@protoc_insertion_point(field_release:caffe.SolverParameter.net) - clear_has_net(); - return net_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void SolverParameter::set_allocated_net(::std::string* net) { - if (net != NULL) { - set_has_net(); - } else { - clear_has_net(); - } - net_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), net); - // @@protoc_insertion_point(field_set_allocated:caffe.SolverParameter.net) -} - -// optional .caffe.NetParameter net_param = 25; -bool SolverParameter::has_net_param() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void SolverParameter::set_has_net_param() { - _has_bits_[0] |= 0x00000002u; -} -void SolverParameter::clear_has_net_param() { - _has_bits_[0] &= ~0x00000002u; -} -void SolverParameter::clear_net_param() { - if (net_param_ != NULL) net_param_->::caffe::NetParameter::Clear(); - clear_has_net_param(); -} -const ::caffe::NetParameter& SolverParameter::net_param() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.net_param) - return net_param_ != NULL ? *net_param_ - : *::caffe::NetParameter::internal_default_instance(); -} -::caffe::NetParameter* SolverParameter::mutable_net_param() { - set_has_net_param(); - if (net_param_ == NULL) { - net_param_ = new ::caffe::NetParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.SolverParameter.net_param) - return net_param_; -} -::caffe::NetParameter* SolverParameter::release_net_param() { - // @@protoc_insertion_point(field_release:caffe.SolverParameter.net_param) - clear_has_net_param(); - ::caffe::NetParameter* temp = net_param_; - net_param_ = NULL; - return temp; -} -void SolverParameter::set_allocated_net_param(::caffe::NetParameter* net_param) { - delete net_param_; - net_param_ = net_param; - if (net_param) { - set_has_net_param(); - } else { - clear_has_net_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.SolverParameter.net_param) -} - -// optional string train_net = 1; -bool SolverParameter::has_train_net() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -void SolverParameter::set_has_train_net() { - _has_bits_[0] |= 0x00000004u; -} -void SolverParameter::clear_has_train_net() { - _has_bits_[0] &= ~0x00000004u; -} -void SolverParameter::clear_train_net() { - train_net_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_train_net(); -} -const ::std::string& SolverParameter::train_net() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.train_net) - return train_net_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void SolverParameter::set_train_net(const ::std::string& value) { - set_has_train_net(); - train_net_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.SolverParameter.train_net) -} -void SolverParameter::set_train_net(const char* value) { - set_has_train_net(); - train_net_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.SolverParameter.train_net) -} -void SolverParameter::set_train_net(const char* value, size_t size) { - set_has_train_net(); - train_net_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.SolverParameter.train_net) -} -::std::string* SolverParameter::mutable_train_net() { - set_has_train_net(); - // @@protoc_insertion_point(field_mutable:caffe.SolverParameter.train_net) - return train_net_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -::std::string* SolverParameter::release_train_net() { - // @@protoc_insertion_point(field_release:caffe.SolverParameter.train_net) - clear_has_train_net(); - return train_net_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void SolverParameter::set_allocated_train_net(::std::string* train_net) { - if (train_net != NULL) { - set_has_train_net(); - } else { - clear_has_train_net(); - } - train_net_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), train_net); - // @@protoc_insertion_point(field_set_allocated:caffe.SolverParameter.train_net) -} - -// repeated string test_net = 2; -int SolverParameter::test_net_size() const { - return test_net_.size(); -} -void SolverParameter::clear_test_net() { - test_net_.Clear(); -} -const ::std::string& SolverParameter::test_net(int index) const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.test_net) - return test_net_.Get(index); -} -::std::string* SolverParameter::mutable_test_net(int index) { - // @@protoc_insertion_point(field_mutable:caffe.SolverParameter.test_net) - return test_net_.Mutable(index); -} -void SolverParameter::set_test_net(int index, const ::std::string& value) { - // @@protoc_insertion_point(field_set:caffe.SolverParameter.test_net) - test_net_.Mutable(index)->assign(value); -} -void SolverParameter::set_test_net(int index, const char* value) { - test_net_.Mutable(index)->assign(value); - // @@protoc_insertion_point(field_set_char:caffe.SolverParameter.test_net) -} -void SolverParameter::set_test_net(int index, const char* value, size_t size) { - test_net_.Mutable(index)->assign( - reinterpret_cast(value), size); - // @@protoc_insertion_point(field_set_pointer:caffe.SolverParameter.test_net) -} -::std::string* SolverParameter::add_test_net() { - // @@protoc_insertion_point(field_add_mutable:caffe.SolverParameter.test_net) - return test_net_.Add(); -} -void SolverParameter::add_test_net(const ::std::string& value) { - test_net_.Add()->assign(value); - // @@protoc_insertion_point(field_add:caffe.SolverParameter.test_net) -} -void SolverParameter::add_test_net(const char* value) { - test_net_.Add()->assign(value); - // @@protoc_insertion_point(field_add_char:caffe.SolverParameter.test_net) -} -void SolverParameter::add_test_net(const char* value, size_t size) { - test_net_.Add()->assign(reinterpret_cast(value), size); - // @@protoc_insertion_point(field_add_pointer:caffe.SolverParameter.test_net) -} -const ::google::protobuf::RepeatedPtrField< ::std::string>& -SolverParameter::test_net() const { - // @@protoc_insertion_point(field_list:caffe.SolverParameter.test_net) - return test_net_; -} -::google::protobuf::RepeatedPtrField< ::std::string>* -SolverParameter::mutable_test_net() { - // @@protoc_insertion_point(field_mutable_list:caffe.SolverParameter.test_net) - return &test_net_; -} - -// optional .caffe.NetParameter train_net_param = 21; -bool SolverParameter::has_train_net_param() const { - return (_has_bits_[0] & 0x00000010u) != 0; -} -void SolverParameter::set_has_train_net_param() { - _has_bits_[0] |= 0x00000010u; -} -void SolverParameter::clear_has_train_net_param() { - _has_bits_[0] &= ~0x00000010u; -} -void SolverParameter::clear_train_net_param() { - if (train_net_param_ != NULL) train_net_param_->::caffe::NetParameter::Clear(); - clear_has_train_net_param(); -} -const ::caffe::NetParameter& SolverParameter::train_net_param() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.train_net_param) - return train_net_param_ != NULL ? *train_net_param_ - : *::caffe::NetParameter::internal_default_instance(); -} -::caffe::NetParameter* SolverParameter::mutable_train_net_param() { - set_has_train_net_param(); - if (train_net_param_ == NULL) { - train_net_param_ = new ::caffe::NetParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.SolverParameter.train_net_param) - return train_net_param_; -} -::caffe::NetParameter* SolverParameter::release_train_net_param() { - // @@protoc_insertion_point(field_release:caffe.SolverParameter.train_net_param) - clear_has_train_net_param(); - ::caffe::NetParameter* temp = train_net_param_; - train_net_param_ = NULL; - return temp; -} -void SolverParameter::set_allocated_train_net_param(::caffe::NetParameter* train_net_param) { - delete train_net_param_; - train_net_param_ = train_net_param; - if (train_net_param) { - set_has_train_net_param(); - } else { - clear_has_train_net_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.SolverParameter.train_net_param) -} - -// repeated .caffe.NetParameter test_net_param = 22; -int SolverParameter::test_net_param_size() const { - return test_net_param_.size(); -} -void SolverParameter::clear_test_net_param() { - test_net_param_.Clear(); -} -const ::caffe::NetParameter& SolverParameter::test_net_param(int index) const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.test_net_param) - return test_net_param_.Get(index); -} -::caffe::NetParameter* SolverParameter::mutable_test_net_param(int index) { - // @@protoc_insertion_point(field_mutable:caffe.SolverParameter.test_net_param) - return test_net_param_.Mutable(index); -} -::caffe::NetParameter* SolverParameter::add_test_net_param() { - // @@protoc_insertion_point(field_add:caffe.SolverParameter.test_net_param) - return test_net_param_.Add(); -} -::google::protobuf::RepeatedPtrField< ::caffe::NetParameter >* -SolverParameter::mutable_test_net_param() { - // @@protoc_insertion_point(field_mutable_list:caffe.SolverParameter.test_net_param) - return &test_net_param_; -} -const ::google::protobuf::RepeatedPtrField< ::caffe::NetParameter >& -SolverParameter::test_net_param() const { - // @@protoc_insertion_point(field_list:caffe.SolverParameter.test_net_param) - return test_net_param_; -} - -// optional .caffe.NetState train_state = 26; -bool SolverParameter::has_train_state() const { - return (_has_bits_[0] & 0x00000040u) != 0; -} -void SolverParameter::set_has_train_state() { - _has_bits_[0] |= 0x00000040u; -} -void SolverParameter::clear_has_train_state() { - _has_bits_[0] &= ~0x00000040u; -} -void SolverParameter::clear_train_state() { - if (train_state_ != NULL) train_state_->::caffe::NetState::Clear(); - clear_has_train_state(); -} -const ::caffe::NetState& SolverParameter::train_state() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.train_state) - return train_state_ != NULL ? *train_state_ - : *::caffe::NetState::internal_default_instance(); -} -::caffe::NetState* SolverParameter::mutable_train_state() { - set_has_train_state(); - if (train_state_ == NULL) { - train_state_ = new ::caffe::NetState; - } - // @@protoc_insertion_point(field_mutable:caffe.SolverParameter.train_state) - return train_state_; -} -::caffe::NetState* SolverParameter::release_train_state() { - // @@protoc_insertion_point(field_release:caffe.SolverParameter.train_state) - clear_has_train_state(); - ::caffe::NetState* temp = train_state_; - train_state_ = NULL; - return temp; -} -void SolverParameter::set_allocated_train_state(::caffe::NetState* train_state) { - delete train_state_; - train_state_ = train_state; - if (train_state) { - set_has_train_state(); - } else { - clear_has_train_state(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.SolverParameter.train_state) -} - -// repeated .caffe.NetState test_state = 27; -int SolverParameter::test_state_size() const { - return test_state_.size(); -} -void SolverParameter::clear_test_state() { - test_state_.Clear(); -} -const ::caffe::NetState& SolverParameter::test_state(int index) const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.test_state) - return test_state_.Get(index); -} -::caffe::NetState* SolverParameter::mutable_test_state(int index) { - // @@protoc_insertion_point(field_mutable:caffe.SolverParameter.test_state) - return test_state_.Mutable(index); -} -::caffe::NetState* SolverParameter::add_test_state() { - // @@protoc_insertion_point(field_add:caffe.SolverParameter.test_state) - return test_state_.Add(); -} -::google::protobuf::RepeatedPtrField< ::caffe::NetState >* -SolverParameter::mutable_test_state() { - // @@protoc_insertion_point(field_mutable_list:caffe.SolverParameter.test_state) - return &test_state_; -} -const ::google::protobuf::RepeatedPtrField< ::caffe::NetState >& -SolverParameter::test_state() const { - // @@protoc_insertion_point(field_list:caffe.SolverParameter.test_state) - return test_state_; -} - -// repeated int32 test_iter = 3; -int SolverParameter::test_iter_size() const { - return test_iter_.size(); -} -void SolverParameter::clear_test_iter() { - test_iter_.Clear(); -} -::google::protobuf::int32 SolverParameter::test_iter(int index) const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.test_iter) - return test_iter_.Get(index); -} -void SolverParameter::set_test_iter(int index, ::google::protobuf::int32 value) { - test_iter_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.SolverParameter.test_iter) -} -void SolverParameter::add_test_iter(::google::protobuf::int32 value) { - test_iter_.Add(value); - // @@protoc_insertion_point(field_add:caffe.SolverParameter.test_iter) -} -const ::google::protobuf::RepeatedField< ::google::protobuf::int32 >& -SolverParameter::test_iter() const { - // @@protoc_insertion_point(field_list:caffe.SolverParameter.test_iter) - return test_iter_; -} -::google::protobuf::RepeatedField< ::google::protobuf::int32 >* -SolverParameter::mutable_test_iter() { - // @@protoc_insertion_point(field_mutable_list:caffe.SolverParameter.test_iter) - return &test_iter_; -} - -// optional int32 test_interval = 4 [default = 0]; -bool SolverParameter::has_test_interval() const { - return (_has_bits_[0] & 0x00000200u) != 0; -} -void SolverParameter::set_has_test_interval() { - _has_bits_[0] |= 0x00000200u; -} -void SolverParameter::clear_has_test_interval() { - _has_bits_[0] &= ~0x00000200u; -} -void SolverParameter::clear_test_interval() { - test_interval_ = 0; - clear_has_test_interval(); -} -::google::protobuf::int32 SolverParameter::test_interval() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.test_interval) - return test_interval_; -} -void SolverParameter::set_test_interval(::google::protobuf::int32 value) { - set_has_test_interval(); - test_interval_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.test_interval) -} - -// optional bool test_compute_loss = 19 [default = false]; -bool SolverParameter::has_test_compute_loss() const { - return (_has_bits_[0] & 0x00000400u) != 0; -} -void SolverParameter::set_has_test_compute_loss() { - _has_bits_[0] |= 0x00000400u; -} -void SolverParameter::clear_has_test_compute_loss() { - _has_bits_[0] &= ~0x00000400u; -} -void SolverParameter::clear_test_compute_loss() { - test_compute_loss_ = false; - clear_has_test_compute_loss(); -} -bool SolverParameter::test_compute_loss() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.test_compute_loss) - return test_compute_loss_; -} -void SolverParameter::set_test_compute_loss(bool value) { - set_has_test_compute_loss(); - test_compute_loss_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.test_compute_loss) -} - -// optional bool test_initialization = 32 [default = true]; -bool SolverParameter::has_test_initialization() const { - return (_has_bits_[0] & 0x00000800u) != 0; -} -void SolverParameter::set_has_test_initialization() { - _has_bits_[0] |= 0x00000800u; -} -void SolverParameter::clear_has_test_initialization() { - _has_bits_[0] &= ~0x00000800u; -} -void SolverParameter::clear_test_initialization() { - test_initialization_ = true; - clear_has_test_initialization(); -} -bool SolverParameter::test_initialization() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.test_initialization) - return test_initialization_; -} -void SolverParameter::set_test_initialization(bool value) { - set_has_test_initialization(); - test_initialization_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.test_initialization) -} - -// optional float base_lr = 5; -bool SolverParameter::has_base_lr() const { - return (_has_bits_[0] & 0x00001000u) != 0; -} -void SolverParameter::set_has_base_lr() { - _has_bits_[0] |= 0x00001000u; -} -void SolverParameter::clear_has_base_lr() { - _has_bits_[0] &= ~0x00001000u; -} -void SolverParameter::clear_base_lr() { - base_lr_ = 0; - clear_has_base_lr(); -} -float SolverParameter::base_lr() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.base_lr) - return base_lr_; -} -void SolverParameter::set_base_lr(float value) { - set_has_base_lr(); - base_lr_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.base_lr) -} - -// optional int32 display = 6; -bool SolverParameter::has_display() const { - return (_has_bits_[0] & 0x00002000u) != 0; -} -void SolverParameter::set_has_display() { - _has_bits_[0] |= 0x00002000u; -} -void SolverParameter::clear_has_display() { - _has_bits_[0] &= ~0x00002000u; -} -void SolverParameter::clear_display() { - display_ = 0; - clear_has_display(); -} -::google::protobuf::int32 SolverParameter::display() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.display) - return display_; -} -void SolverParameter::set_display(::google::protobuf::int32 value) { - set_has_display(); - display_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.display) -} - -// optional int32 average_loss = 33 [default = 1]; -bool SolverParameter::has_average_loss() const { - return (_has_bits_[0] & 0x00004000u) != 0; -} -void SolverParameter::set_has_average_loss() { - _has_bits_[0] |= 0x00004000u; -} -void SolverParameter::clear_has_average_loss() { - _has_bits_[0] &= ~0x00004000u; -} -void SolverParameter::clear_average_loss() { - average_loss_ = 1; - clear_has_average_loss(); -} -::google::protobuf::int32 SolverParameter::average_loss() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.average_loss) - return average_loss_; -} -void SolverParameter::set_average_loss(::google::protobuf::int32 value) { - set_has_average_loss(); - average_loss_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.average_loss) -} - -// optional int32 max_iter = 7; -bool SolverParameter::has_max_iter() const { - return (_has_bits_[0] & 0x00008000u) != 0; -} -void SolverParameter::set_has_max_iter() { - _has_bits_[0] |= 0x00008000u; -} -void SolverParameter::clear_has_max_iter() { - _has_bits_[0] &= ~0x00008000u; -} -void SolverParameter::clear_max_iter() { - max_iter_ = 0; - clear_has_max_iter(); -} -::google::protobuf::int32 SolverParameter::max_iter() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.max_iter) - return max_iter_; -} -void SolverParameter::set_max_iter(::google::protobuf::int32 value) { - set_has_max_iter(); - max_iter_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.max_iter) -} - -// optional int32 iter_size = 36 [default = 1]; -bool SolverParameter::has_iter_size() const { - return (_has_bits_[0] & 0x00010000u) != 0; -} -void SolverParameter::set_has_iter_size() { - _has_bits_[0] |= 0x00010000u; -} -void SolverParameter::clear_has_iter_size() { - _has_bits_[0] &= ~0x00010000u; -} -void SolverParameter::clear_iter_size() { - iter_size_ = 1; - clear_has_iter_size(); -} -::google::protobuf::int32 SolverParameter::iter_size() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.iter_size) - return iter_size_; -} -void SolverParameter::set_iter_size(::google::protobuf::int32 value) { - set_has_iter_size(); - iter_size_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.iter_size) -} - -// optional string lr_policy = 8; -bool SolverParameter::has_lr_policy() const { - return (_has_bits_[0] & 0x00020000u) != 0; -} -void SolverParameter::set_has_lr_policy() { - _has_bits_[0] |= 0x00020000u; -} -void SolverParameter::clear_has_lr_policy() { - _has_bits_[0] &= ~0x00020000u; -} -void SolverParameter::clear_lr_policy() { - lr_policy_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_lr_policy(); -} -const ::std::string& SolverParameter::lr_policy() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.lr_policy) - return lr_policy_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void SolverParameter::set_lr_policy(const ::std::string& value) { - set_has_lr_policy(); - lr_policy_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.SolverParameter.lr_policy) -} -void SolverParameter::set_lr_policy(const char* value) { - set_has_lr_policy(); - lr_policy_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.SolverParameter.lr_policy) -} -void SolverParameter::set_lr_policy(const char* value, size_t size) { - set_has_lr_policy(); - lr_policy_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.SolverParameter.lr_policy) -} -::std::string* SolverParameter::mutable_lr_policy() { - set_has_lr_policy(); - // @@protoc_insertion_point(field_mutable:caffe.SolverParameter.lr_policy) - return lr_policy_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -::std::string* SolverParameter::release_lr_policy() { - // @@protoc_insertion_point(field_release:caffe.SolverParameter.lr_policy) - clear_has_lr_policy(); - return lr_policy_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void SolverParameter::set_allocated_lr_policy(::std::string* lr_policy) { - if (lr_policy != NULL) { - set_has_lr_policy(); - } else { - clear_has_lr_policy(); - } - lr_policy_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), lr_policy); - // @@protoc_insertion_point(field_set_allocated:caffe.SolverParameter.lr_policy) -} - -// optional float gamma = 9; -bool SolverParameter::has_gamma() const { - return (_has_bits_[0] & 0x00040000u) != 0; -} -void SolverParameter::set_has_gamma() { - _has_bits_[0] |= 0x00040000u; -} -void SolverParameter::clear_has_gamma() { - _has_bits_[0] &= ~0x00040000u; -} -void SolverParameter::clear_gamma() { - gamma_ = 0; - clear_has_gamma(); -} -float SolverParameter::gamma() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.gamma) - return gamma_; -} -void SolverParameter::set_gamma(float value) { - set_has_gamma(); - gamma_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.gamma) -} - -// optional float power = 10; -bool SolverParameter::has_power() const { - return (_has_bits_[0] & 0x00080000u) != 0; -} -void SolverParameter::set_has_power() { - _has_bits_[0] |= 0x00080000u; -} -void SolverParameter::clear_has_power() { - _has_bits_[0] &= ~0x00080000u; -} -void SolverParameter::clear_power() { - power_ = 0; - clear_has_power(); -} -float SolverParameter::power() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.power) - return power_; -} -void SolverParameter::set_power(float value) { - set_has_power(); - power_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.power) -} - -// optional float momentum = 11; -bool SolverParameter::has_momentum() const { - return (_has_bits_[0] & 0x00100000u) != 0; -} -void SolverParameter::set_has_momentum() { - _has_bits_[0] |= 0x00100000u; -} -void SolverParameter::clear_has_momentum() { - _has_bits_[0] &= ~0x00100000u; -} -void SolverParameter::clear_momentum() { - momentum_ = 0; - clear_has_momentum(); -} -float SolverParameter::momentum() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.momentum) - return momentum_; -} -void SolverParameter::set_momentum(float value) { - set_has_momentum(); - momentum_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.momentum) -} - -// optional float weight_decay = 12; -bool SolverParameter::has_weight_decay() const { - return (_has_bits_[0] & 0x00200000u) != 0; -} -void SolverParameter::set_has_weight_decay() { - _has_bits_[0] |= 0x00200000u; -} -void SolverParameter::clear_has_weight_decay() { - _has_bits_[0] &= ~0x00200000u; -} -void SolverParameter::clear_weight_decay() { - weight_decay_ = 0; - clear_has_weight_decay(); -} -float SolverParameter::weight_decay() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.weight_decay) - return weight_decay_; -} -void SolverParameter::set_weight_decay(float value) { - set_has_weight_decay(); - weight_decay_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.weight_decay) -} - -// optional string regularization_type = 29 [default = "L2"]; -bool SolverParameter::has_regularization_type() const { - return (_has_bits_[0] & 0x00400000u) != 0; -} -void SolverParameter::set_has_regularization_type() { - _has_bits_[0] |= 0x00400000u; -} -void SolverParameter::clear_has_regularization_type() { - _has_bits_[0] &= ~0x00400000u; -} -void SolverParameter::clear_regularization_type() { - regularization_type_.ClearToDefaultNoArena(_default_regularization_type_); - clear_has_regularization_type(); -} -const ::std::string& SolverParameter::regularization_type() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.regularization_type) - return regularization_type_.GetNoArena(_default_regularization_type_); -} -void SolverParameter::set_regularization_type(const ::std::string& value) { - set_has_regularization_type(); - regularization_type_.SetNoArena(_default_regularization_type_, value); - // @@protoc_insertion_point(field_set:caffe.SolverParameter.regularization_type) -} -void SolverParameter::set_regularization_type(const char* value) { - set_has_regularization_type(); - regularization_type_.SetNoArena(_default_regularization_type_, ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.SolverParameter.regularization_type) -} -void SolverParameter::set_regularization_type(const char* value, size_t size) { - set_has_regularization_type(); - regularization_type_.SetNoArena(_default_regularization_type_, - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.SolverParameter.regularization_type) -} -::std::string* SolverParameter::mutable_regularization_type() { - set_has_regularization_type(); - // @@protoc_insertion_point(field_mutable:caffe.SolverParameter.regularization_type) - return regularization_type_.MutableNoArena(_default_regularization_type_); -} -::std::string* SolverParameter::release_regularization_type() { - // @@protoc_insertion_point(field_release:caffe.SolverParameter.regularization_type) - clear_has_regularization_type(); - return regularization_type_.ReleaseNoArena(_default_regularization_type_); -} -void SolverParameter::set_allocated_regularization_type(::std::string* regularization_type) { - if (regularization_type != NULL) { - set_has_regularization_type(); - } else { - clear_has_regularization_type(); - } - regularization_type_.SetAllocatedNoArena(_default_regularization_type_, regularization_type); - // @@protoc_insertion_point(field_set_allocated:caffe.SolverParameter.regularization_type) -} - -// optional int32 stepsize = 13; -bool SolverParameter::has_stepsize() const { - return (_has_bits_[0] & 0x00800000u) != 0; -} -void SolverParameter::set_has_stepsize() { - _has_bits_[0] |= 0x00800000u; -} -void SolverParameter::clear_has_stepsize() { - _has_bits_[0] &= ~0x00800000u; -} -void SolverParameter::clear_stepsize() { - stepsize_ = 0; - clear_has_stepsize(); -} -::google::protobuf::int32 SolverParameter::stepsize() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.stepsize) - return stepsize_; -} -void SolverParameter::set_stepsize(::google::protobuf::int32 value) { - set_has_stepsize(); - stepsize_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.stepsize) -} - -// repeated int32 stepvalue = 34; -int SolverParameter::stepvalue_size() const { - return stepvalue_.size(); -} -void SolverParameter::clear_stepvalue() { - stepvalue_.Clear(); -} -::google::protobuf::int32 SolverParameter::stepvalue(int index) const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.stepvalue) - return stepvalue_.Get(index); -} -void SolverParameter::set_stepvalue(int index, ::google::protobuf::int32 value) { - stepvalue_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.SolverParameter.stepvalue) -} -void SolverParameter::add_stepvalue(::google::protobuf::int32 value) { - stepvalue_.Add(value); - // @@protoc_insertion_point(field_add:caffe.SolverParameter.stepvalue) -} -const ::google::protobuf::RepeatedField< ::google::protobuf::int32 >& -SolverParameter::stepvalue() const { - // @@protoc_insertion_point(field_list:caffe.SolverParameter.stepvalue) - return stepvalue_; -} -::google::protobuf::RepeatedField< ::google::protobuf::int32 >* -SolverParameter::mutable_stepvalue() { - // @@protoc_insertion_point(field_mutable_list:caffe.SolverParameter.stepvalue) - return &stepvalue_; -} - -// optional float clip_gradients = 35 [default = -1]; -bool SolverParameter::has_clip_gradients() const { - return (_has_bits_[0] & 0x02000000u) != 0; -} -void SolverParameter::set_has_clip_gradients() { - _has_bits_[0] |= 0x02000000u; -} -void SolverParameter::clear_has_clip_gradients() { - _has_bits_[0] &= ~0x02000000u; -} -void SolverParameter::clear_clip_gradients() { - clip_gradients_ = -1; - clear_has_clip_gradients(); -} -float SolverParameter::clip_gradients() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.clip_gradients) - return clip_gradients_; -} -void SolverParameter::set_clip_gradients(float value) { - set_has_clip_gradients(); - clip_gradients_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.clip_gradients) -} - -// optional int32 snapshot = 14 [default = 0]; -bool SolverParameter::has_snapshot() const { - return (_has_bits_[0] & 0x04000000u) != 0; -} -void SolverParameter::set_has_snapshot() { - _has_bits_[0] |= 0x04000000u; -} -void SolverParameter::clear_has_snapshot() { - _has_bits_[0] &= ~0x04000000u; -} -void SolverParameter::clear_snapshot() { - snapshot_ = 0; - clear_has_snapshot(); -} -::google::protobuf::int32 SolverParameter::snapshot() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.snapshot) - return snapshot_; -} -void SolverParameter::set_snapshot(::google::protobuf::int32 value) { - set_has_snapshot(); - snapshot_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.snapshot) -} - -// optional string snapshot_prefix = 15; -bool SolverParameter::has_snapshot_prefix() const { - return (_has_bits_[0] & 0x08000000u) != 0; -} -void SolverParameter::set_has_snapshot_prefix() { - _has_bits_[0] |= 0x08000000u; -} -void SolverParameter::clear_has_snapshot_prefix() { - _has_bits_[0] &= ~0x08000000u; -} -void SolverParameter::clear_snapshot_prefix() { - snapshot_prefix_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_snapshot_prefix(); -} -const ::std::string& SolverParameter::snapshot_prefix() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.snapshot_prefix) - return snapshot_prefix_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void SolverParameter::set_snapshot_prefix(const ::std::string& value) { - set_has_snapshot_prefix(); - snapshot_prefix_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.SolverParameter.snapshot_prefix) -} -void SolverParameter::set_snapshot_prefix(const char* value) { - set_has_snapshot_prefix(); - snapshot_prefix_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.SolverParameter.snapshot_prefix) -} -void SolverParameter::set_snapshot_prefix(const char* value, size_t size) { - set_has_snapshot_prefix(); - snapshot_prefix_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.SolverParameter.snapshot_prefix) -} -::std::string* SolverParameter::mutable_snapshot_prefix() { - set_has_snapshot_prefix(); - // @@protoc_insertion_point(field_mutable:caffe.SolverParameter.snapshot_prefix) - return snapshot_prefix_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -::std::string* SolverParameter::release_snapshot_prefix() { - // @@protoc_insertion_point(field_release:caffe.SolverParameter.snapshot_prefix) - clear_has_snapshot_prefix(); - return snapshot_prefix_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void SolverParameter::set_allocated_snapshot_prefix(::std::string* snapshot_prefix) { - if (snapshot_prefix != NULL) { - set_has_snapshot_prefix(); - } else { - clear_has_snapshot_prefix(); - } - snapshot_prefix_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), snapshot_prefix); - // @@protoc_insertion_point(field_set_allocated:caffe.SolverParameter.snapshot_prefix) -} - -// optional bool snapshot_diff = 16 [default = false]; -bool SolverParameter::has_snapshot_diff() const { - return (_has_bits_[0] & 0x10000000u) != 0; -} -void SolverParameter::set_has_snapshot_diff() { - _has_bits_[0] |= 0x10000000u; -} -void SolverParameter::clear_has_snapshot_diff() { - _has_bits_[0] &= ~0x10000000u; -} -void SolverParameter::clear_snapshot_diff() { - snapshot_diff_ = false; - clear_has_snapshot_diff(); -} -bool SolverParameter::snapshot_diff() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.snapshot_diff) - return snapshot_diff_; -} -void SolverParameter::set_snapshot_diff(bool value) { - set_has_snapshot_diff(); - snapshot_diff_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.snapshot_diff) -} - -// optional .caffe.SolverParameter.SnapshotFormat snapshot_format = 37 [default = BINARYPROTO]; -bool SolverParameter::has_snapshot_format() const { - return (_has_bits_[0] & 0x20000000u) != 0; -} -void SolverParameter::set_has_snapshot_format() { - _has_bits_[0] |= 0x20000000u; -} -void SolverParameter::clear_has_snapshot_format() { - _has_bits_[0] &= ~0x20000000u; -} -void SolverParameter::clear_snapshot_format() { - snapshot_format_ = 1; - clear_has_snapshot_format(); -} -::caffe::SolverParameter_SnapshotFormat SolverParameter::snapshot_format() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.snapshot_format) - return static_cast< ::caffe::SolverParameter_SnapshotFormat >(snapshot_format_); -} -void SolverParameter::set_snapshot_format(::caffe::SolverParameter_SnapshotFormat value) { - assert(::caffe::SolverParameter_SnapshotFormat_IsValid(value)); - set_has_snapshot_format(); - snapshot_format_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.snapshot_format) -} - -// optional .caffe.SolverParameter.SolverMode solver_mode = 17 [default = GPU]; -bool SolverParameter::has_solver_mode() const { - return (_has_bits_[0] & 0x40000000u) != 0; -} -void SolverParameter::set_has_solver_mode() { - _has_bits_[0] |= 0x40000000u; -} -void SolverParameter::clear_has_solver_mode() { - _has_bits_[0] &= ~0x40000000u; -} -void SolverParameter::clear_solver_mode() { - solver_mode_ = 1; - clear_has_solver_mode(); -} -::caffe::SolverParameter_SolverMode SolverParameter::solver_mode() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.solver_mode) - return static_cast< ::caffe::SolverParameter_SolverMode >(solver_mode_); -} -void SolverParameter::set_solver_mode(::caffe::SolverParameter_SolverMode value) { - assert(::caffe::SolverParameter_SolverMode_IsValid(value)); - set_has_solver_mode(); - solver_mode_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.solver_mode) -} - -// optional int32 device_id = 18 [default = 0]; -bool SolverParameter::has_device_id() const { - return (_has_bits_[0] & 0x80000000u) != 0; -} -void SolverParameter::set_has_device_id() { - _has_bits_[0] |= 0x80000000u; -} -void SolverParameter::clear_has_device_id() { - _has_bits_[0] &= ~0x80000000u; -} -void SolverParameter::clear_device_id() { - device_id_ = 0; - clear_has_device_id(); -} -::google::protobuf::int32 SolverParameter::device_id() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.device_id) - return device_id_; -} -void SolverParameter::set_device_id(::google::protobuf::int32 value) { - set_has_device_id(); - device_id_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.device_id) -} - -// optional int64 random_seed = 20 [default = -1]; -bool SolverParameter::has_random_seed() const { - return (_has_bits_[1] & 0x00000001u) != 0; -} -void SolverParameter::set_has_random_seed() { - _has_bits_[1] |= 0x00000001u; -} -void SolverParameter::clear_has_random_seed() { - _has_bits_[1] &= ~0x00000001u; -} -void SolverParameter::clear_random_seed() { - random_seed_ = GOOGLE_LONGLONG(-1); - clear_has_random_seed(); -} -::google::protobuf::int64 SolverParameter::random_seed() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.random_seed) - return random_seed_; -} -void SolverParameter::set_random_seed(::google::protobuf::int64 value) { - set_has_random_seed(); - random_seed_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.random_seed) -} - -// optional string type = 40 [default = "SGD"]; -bool SolverParameter::has_type() const { - return (_has_bits_[1] & 0x00000002u) != 0; -} -void SolverParameter::set_has_type() { - _has_bits_[1] |= 0x00000002u; -} -void SolverParameter::clear_has_type() { - _has_bits_[1] &= ~0x00000002u; -} -void SolverParameter::clear_type() { - type_.ClearToDefaultNoArena(_default_type_); - clear_has_type(); -} -const ::std::string& SolverParameter::type() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.type) - return type_.GetNoArena(_default_type_); -} -void SolverParameter::set_type(const ::std::string& value) { - set_has_type(); - type_.SetNoArena(_default_type_, value); - // @@protoc_insertion_point(field_set:caffe.SolverParameter.type) -} -void SolverParameter::set_type(const char* value) { - set_has_type(); - type_.SetNoArena(_default_type_, ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.SolverParameter.type) -} -void SolverParameter::set_type(const char* value, size_t size) { - set_has_type(); - type_.SetNoArena(_default_type_, - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.SolverParameter.type) -} -::std::string* SolverParameter::mutable_type() { - set_has_type(); - // @@protoc_insertion_point(field_mutable:caffe.SolverParameter.type) - return type_.MutableNoArena(_default_type_); -} -::std::string* SolverParameter::release_type() { - // @@protoc_insertion_point(field_release:caffe.SolverParameter.type) - clear_has_type(); - return type_.ReleaseNoArena(_default_type_); -} -void SolverParameter::set_allocated_type(::std::string* type) { - if (type != NULL) { - set_has_type(); - } else { - clear_has_type(); - } - type_.SetAllocatedNoArena(_default_type_, type); - // @@protoc_insertion_point(field_set_allocated:caffe.SolverParameter.type) -} - -// optional float delta = 31 [default = 1e-08]; -bool SolverParameter::has_delta() const { - return (_has_bits_[1] & 0x00000004u) != 0; -} -void SolverParameter::set_has_delta() { - _has_bits_[1] |= 0x00000004u; -} -void SolverParameter::clear_has_delta() { - _has_bits_[1] &= ~0x00000004u; -} -void SolverParameter::clear_delta() { - delta_ = 1e-08f; - clear_has_delta(); -} -float SolverParameter::delta() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.delta) - return delta_; -} -void SolverParameter::set_delta(float value) { - set_has_delta(); - delta_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.delta) -} - -// optional float momentum2 = 39 [default = 0.999]; -bool SolverParameter::has_momentum2() const { - return (_has_bits_[1] & 0x00000008u) != 0; -} -void SolverParameter::set_has_momentum2() { - _has_bits_[1] |= 0x00000008u; -} -void SolverParameter::clear_has_momentum2() { - _has_bits_[1] &= ~0x00000008u; -} -void SolverParameter::clear_momentum2() { - momentum2_ = 0.999f; - clear_has_momentum2(); -} -float SolverParameter::momentum2() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.momentum2) - return momentum2_; -} -void SolverParameter::set_momentum2(float value) { - set_has_momentum2(); - momentum2_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.momentum2) -} - -// optional float rms_decay = 38 [default = 0.99]; -bool SolverParameter::has_rms_decay() const { - return (_has_bits_[1] & 0x00000010u) != 0; -} -void SolverParameter::set_has_rms_decay() { - _has_bits_[1] |= 0x00000010u; -} -void SolverParameter::clear_has_rms_decay() { - _has_bits_[1] &= ~0x00000010u; -} -void SolverParameter::clear_rms_decay() { - rms_decay_ = 0.99f; - clear_has_rms_decay(); -} -float SolverParameter::rms_decay() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.rms_decay) - return rms_decay_; -} -void SolverParameter::set_rms_decay(float value) { - set_has_rms_decay(); - rms_decay_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.rms_decay) -} - -// optional bool debug_info = 23 [default = false]; -bool SolverParameter::has_debug_info() const { - return (_has_bits_[1] & 0x00000020u) != 0; -} -void SolverParameter::set_has_debug_info() { - _has_bits_[1] |= 0x00000020u; -} -void SolverParameter::clear_has_debug_info() { - _has_bits_[1] &= ~0x00000020u; -} -void SolverParameter::clear_debug_info() { - debug_info_ = false; - clear_has_debug_info(); -} -bool SolverParameter::debug_info() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.debug_info) - return debug_info_; -} -void SolverParameter::set_debug_info(bool value) { - set_has_debug_info(); - debug_info_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.debug_info) -} - -// optional bool snapshot_after_train = 28 [default = true]; -bool SolverParameter::has_snapshot_after_train() const { - return (_has_bits_[1] & 0x00000040u) != 0; -} -void SolverParameter::set_has_snapshot_after_train() { - _has_bits_[1] |= 0x00000040u; -} -void SolverParameter::clear_has_snapshot_after_train() { - _has_bits_[1] &= ~0x00000040u; -} -void SolverParameter::clear_snapshot_after_train() { - snapshot_after_train_ = true; - clear_has_snapshot_after_train(); -} -bool SolverParameter::snapshot_after_train() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.snapshot_after_train) - return snapshot_after_train_; -} -void SolverParameter::set_snapshot_after_train(bool value) { - set_has_snapshot_after_train(); - snapshot_after_train_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.snapshot_after_train) -} - -// optional .caffe.SolverParameter.SolverType solver_type = 30 [default = SGD]; -bool SolverParameter::has_solver_type() const { - return (_has_bits_[1] & 0x00000080u) != 0; -} -void SolverParameter::set_has_solver_type() { - _has_bits_[1] |= 0x00000080u; -} -void SolverParameter::clear_has_solver_type() { - _has_bits_[1] &= ~0x00000080u; -} -void SolverParameter::clear_solver_type() { - solver_type_ = 0; - clear_has_solver_type(); -} -::caffe::SolverParameter_SolverType SolverParameter::solver_type() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.solver_type) - return static_cast< ::caffe::SolverParameter_SolverType >(solver_type_); -} -void SolverParameter::set_solver_type(::caffe::SolverParameter_SolverType value) { - assert(::caffe::SolverParameter_SolverType_IsValid(value)); - set_has_solver_type(); - solver_type_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.solver_type) -} - -inline const SolverParameter* SolverParameter::internal_default_instance() { - return &SolverParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int SolverState::kIterFieldNumber; -const int SolverState::kLearnedNetFieldNumber; -const int SolverState::kHistoryFieldNumber; -const int SolverState::kCurrentStepFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -SolverState::SolverState() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.SolverState) -} - -void SolverState::InitAsDefaultInstance() { -} - -SolverState::SolverState(const SolverState& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.SolverState) -} - -void SolverState::SharedCtor() { - _cached_size_ = 0; - learned_net_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - ::memset(&iter_, 0, reinterpret_cast(¤t_step_) - - reinterpret_cast(&iter_) + sizeof(current_step_)); -} - -SolverState::~SolverState() { - // @@protoc_insertion_point(destructor:caffe.SolverState) - SharedDtor(); -} - -void SolverState::SharedDtor() { - learned_net_.DestroyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} - -void SolverState::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* SolverState::descriptor() { - protobuf_AssignDescriptorsOnce(); - return SolverState_descriptor_; -} - -const SolverState& SolverState::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed SolverState_default_instance_; - -SolverState* SolverState::New(::google::protobuf::Arena* arena) const { - SolverState* n = new SolverState; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void SolverState::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.SolverState) -#if defined(__clang__) -#define ZR_HELPER_(f) \ - _Pragma("clang diagnostic push") \ - _Pragma("clang diagnostic ignored \"-Winvalid-offsetof\"") \ - __builtin_offsetof(SolverState, f) \ - _Pragma("clang diagnostic pop") -#else -#define ZR_HELPER_(f) reinterpret_cast(\ - &reinterpret_cast(16)->f) -#endif - -#define ZR_(first, last) do {\ - ::memset(&(first), 0,\ - ZR_HELPER_(last) - ZR_HELPER_(first) + sizeof(last));\ -} while (0) - - if (_has_bits_[0 / 32] & 11u) { - ZR_(iter_, current_step_); - if (has_learned_net()) { - learned_net_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - } - -#undef ZR_HELPER_ -#undef ZR_ - - history_.Clear(); - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool SolverState::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.SolverState) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional int32 iter = 1; - case 1: { - if (tag == 8) { - set_has_iter(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &iter_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(18)) goto parse_learned_net; - break; - } - - // optional string learned_net = 2; - case 2: { - if (tag == 18) { - parse_learned_net: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_learned_net())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->learned_net().data(), this->learned_net().length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.SolverState.learned_net"); - } else { - goto handle_unusual; - } - if (input->ExpectTag(26)) goto parse_history; - break; - } - - // repeated .caffe.BlobProto history = 3; - case 3: { - if (tag == 26) { - parse_history: - DO_(input->IncrementRecursionDepth()); - parse_loop_history: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtualNoRecursionDepth( - input, add_history())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(26)) goto parse_loop_history; - input->UnsafeDecrementRecursionDepth(); - if (input->ExpectTag(32)) goto parse_current_step; - break; - } - - // optional int32 current_step = 4 [default = 0]; - case 4: { - if (tag == 32) { - parse_current_step: - set_has_current_step(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, ¤t_step_))); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.SolverState) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.SolverState) - return false; -#undef DO_ -} - -void SolverState::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.SolverState) - // optional int32 iter = 1; - if (has_iter()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(1, this->iter(), output); - } - - // optional string learned_net = 2; - if (has_learned_net()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->learned_net().data(), this->learned_net().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.SolverState.learned_net"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 2, this->learned_net(), output); - } - - // repeated .caffe.BlobProto history = 3; - for (unsigned int i = 0, n = this->history_size(); i < n; i++) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 3, this->history(i), output); - } - - // optional int32 current_step = 4 [default = 0]; - if (has_current_step()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(4, this->current_step(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.SolverState) -} - -::google::protobuf::uint8* SolverState::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.SolverState) - // optional int32 iter = 1; - if (has_iter()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(1, this->iter(), target); - } - - // optional string learned_net = 2; - if (has_learned_net()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->learned_net().data(), this->learned_net().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.SolverState.learned_net"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 2, this->learned_net(), target); - } - - // repeated .caffe.BlobProto history = 3; - for (unsigned int i = 0, n = this->history_size(); i < n; i++) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 3, this->history(i), false, target); - } - - // optional int32 current_step = 4 [default = 0]; - if (has_current_step()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(4, this->current_step(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.SolverState) - return target; -} - -size_t SolverState::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.SolverState) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 11u) { - // optional int32 iter = 1; - if (has_iter()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->iter()); - } - - // optional string learned_net = 2; - if (has_learned_net()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->learned_net()); - } - - // optional int32 current_step = 4 [default = 0]; - if (has_current_step()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->current_step()); - } - - } - // repeated .caffe.BlobProto history = 3; - { - unsigned int count = this->history_size(); - total_size += 1UL * count; - for (unsigned int i = 0; i < count; i++) { - total_size += - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - this->history(i)); - } - } - - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void SolverState::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.SolverState) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const SolverState* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.SolverState) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.SolverState) - UnsafeMergeFrom(*source); - } -} - -void SolverState::MergeFrom(const SolverState& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.SolverState) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void SolverState::UnsafeMergeFrom(const SolverState& from) { - GOOGLE_DCHECK(&from != this); - history_.MergeFrom(from.history_); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_iter()) { - set_iter(from.iter()); - } - if (from.has_learned_net()) { - set_has_learned_net(); - learned_net_.AssignWithDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), from.learned_net_); - } - if (from.has_current_step()) { - set_current_step(from.current_step()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void SolverState::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.SolverState) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void SolverState::CopyFrom(const SolverState& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.SolverState) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool SolverState::IsInitialized() const { - - return true; -} - -void SolverState::Swap(SolverState* other) { - if (other == this) return; - InternalSwap(other); -} -void SolverState::InternalSwap(SolverState* other) { - std::swap(iter_, other->iter_); - learned_net_.Swap(&other->learned_net_); - history_.UnsafeArenaSwap(&other->history_); - std::swap(current_step_, other->current_step_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata SolverState::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = SolverState_descriptor_; - metadata.reflection = SolverState_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// SolverState - -// optional int32 iter = 1; -bool SolverState::has_iter() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void SolverState::set_has_iter() { - _has_bits_[0] |= 0x00000001u; -} -void SolverState::clear_has_iter() { - _has_bits_[0] &= ~0x00000001u; -} -void SolverState::clear_iter() { - iter_ = 0; - clear_has_iter(); -} -::google::protobuf::int32 SolverState::iter() const { - // @@protoc_insertion_point(field_get:caffe.SolverState.iter) - return iter_; -} -void SolverState::set_iter(::google::protobuf::int32 value) { - set_has_iter(); - iter_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverState.iter) -} - -// optional string learned_net = 2; -bool SolverState::has_learned_net() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void SolverState::set_has_learned_net() { - _has_bits_[0] |= 0x00000002u; -} -void SolverState::clear_has_learned_net() { - _has_bits_[0] &= ~0x00000002u; -} -void SolverState::clear_learned_net() { - learned_net_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_learned_net(); -} -const ::std::string& SolverState::learned_net() const { - // @@protoc_insertion_point(field_get:caffe.SolverState.learned_net) - return learned_net_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void SolverState::set_learned_net(const ::std::string& value) { - set_has_learned_net(); - learned_net_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.SolverState.learned_net) -} -void SolverState::set_learned_net(const char* value) { - set_has_learned_net(); - learned_net_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.SolverState.learned_net) -} -void SolverState::set_learned_net(const char* value, size_t size) { - set_has_learned_net(); - learned_net_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.SolverState.learned_net) -} -::std::string* SolverState::mutable_learned_net() { - set_has_learned_net(); - // @@protoc_insertion_point(field_mutable:caffe.SolverState.learned_net) - return learned_net_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -::std::string* SolverState::release_learned_net() { - // @@protoc_insertion_point(field_release:caffe.SolverState.learned_net) - clear_has_learned_net(); - return learned_net_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void SolverState::set_allocated_learned_net(::std::string* learned_net) { - if (learned_net != NULL) { - set_has_learned_net(); - } else { - clear_has_learned_net(); - } - learned_net_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), learned_net); - // @@protoc_insertion_point(field_set_allocated:caffe.SolverState.learned_net) -} - -// repeated .caffe.BlobProto history = 3; -int SolverState::history_size() const { - return history_.size(); -} -void SolverState::clear_history() { - history_.Clear(); -} -const ::caffe::BlobProto& SolverState::history(int index) const { - // @@protoc_insertion_point(field_get:caffe.SolverState.history) - return history_.Get(index); -} -::caffe::BlobProto* SolverState::mutable_history(int index) { - // @@protoc_insertion_point(field_mutable:caffe.SolverState.history) - return history_.Mutable(index); -} -::caffe::BlobProto* SolverState::add_history() { - // @@protoc_insertion_point(field_add:caffe.SolverState.history) - return history_.Add(); -} -::google::protobuf::RepeatedPtrField< ::caffe::BlobProto >* -SolverState::mutable_history() { - // @@protoc_insertion_point(field_mutable_list:caffe.SolverState.history) - return &history_; -} -const ::google::protobuf::RepeatedPtrField< ::caffe::BlobProto >& -SolverState::history() const { - // @@protoc_insertion_point(field_list:caffe.SolverState.history) - return history_; -} - -// optional int32 current_step = 4 [default = 0]; -bool SolverState::has_current_step() const { - return (_has_bits_[0] & 0x00000008u) != 0; -} -void SolverState::set_has_current_step() { - _has_bits_[0] |= 0x00000008u; -} -void SolverState::clear_has_current_step() { - _has_bits_[0] &= ~0x00000008u; -} -void SolverState::clear_current_step() { - current_step_ = 0; - clear_has_current_step(); -} -::google::protobuf::int32 SolverState::current_step() const { - // @@protoc_insertion_point(field_get:caffe.SolverState.current_step) - return current_step_; -} -void SolverState::set_current_step(::google::protobuf::int32 value) { - set_has_current_step(); - current_step_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverState.current_step) -} - -inline const SolverState* SolverState::internal_default_instance() { - return &SolverState_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int NetState::kPhaseFieldNumber; -const int NetState::kLevelFieldNumber; -const int NetState::kStageFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -NetState::NetState() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.NetState) -} - -void NetState::InitAsDefaultInstance() { -} - -NetState::NetState(const NetState& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.NetState) -} - -void NetState::SharedCtor() { - _cached_size_ = 0; - level_ = 0; - phase_ = 1; -} - -NetState::~NetState() { - // @@protoc_insertion_point(destructor:caffe.NetState) - SharedDtor(); -} - -void NetState::SharedDtor() { -} - -void NetState::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* NetState::descriptor() { - protobuf_AssignDescriptorsOnce(); - return NetState_descriptor_; -} - -const NetState& NetState::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed NetState_default_instance_; - -NetState* NetState::New(::google::protobuf::Arena* arena) const { - NetState* n = new NetState; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void NetState::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.NetState) - if (_has_bits_[0 / 32] & 3u) { - phase_ = 1; - level_ = 0; - } - stage_.Clear(); - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool NetState::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.NetState) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional .caffe.Phase phase = 1 [default = TEST]; - case 1: { - if (tag == 8) { - int value; - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - int, ::google::protobuf::internal::WireFormatLite::TYPE_ENUM>( - input, &value))); - if (::caffe::Phase_IsValid(value)) { - set_phase(static_cast< ::caffe::Phase >(value)); - } else { - mutable_unknown_fields()->AddVarint(1, value); - } - } else { - goto handle_unusual; - } - if (input->ExpectTag(16)) goto parse_level; - break; - } - - // optional int32 level = 2 [default = 0]; - case 2: { - if (tag == 16) { - parse_level: - set_has_level(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &level_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(26)) goto parse_stage; - break; - } - - // repeated string stage = 3; - case 3: { - if (tag == 26) { - parse_stage: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->add_stage())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->stage(this->stage_size() - 1).data(), - this->stage(this->stage_size() - 1).length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.NetState.stage"); - } else { - goto handle_unusual; - } - if (input->ExpectTag(26)) goto parse_stage; - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.NetState) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.NetState) - return false; -#undef DO_ -} - -void NetState::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.NetState) - // optional .caffe.Phase phase = 1 [default = TEST]; - if (has_phase()) { - ::google::protobuf::internal::WireFormatLite::WriteEnum( - 1, this->phase(), output); - } - - // optional int32 level = 2 [default = 0]; - if (has_level()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(2, this->level(), output); - } - - // repeated string stage = 3; - for (int i = 0; i < this->stage_size(); i++) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->stage(i).data(), this->stage(i).length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.NetState.stage"); - ::google::protobuf::internal::WireFormatLite::WriteString( - 3, this->stage(i), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.NetState) -} - -::google::protobuf::uint8* NetState::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.NetState) - // optional .caffe.Phase phase = 1 [default = TEST]; - if (has_phase()) { - target = ::google::protobuf::internal::WireFormatLite::WriteEnumToArray( - 1, this->phase(), target); - } - - // optional int32 level = 2 [default = 0]; - if (has_level()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(2, this->level(), target); - } - - // repeated string stage = 3; - for (int i = 0; i < this->stage_size(); i++) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->stage(i).data(), this->stage(i).length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.NetState.stage"); - target = ::google::protobuf::internal::WireFormatLite:: - WriteStringToArray(3, this->stage(i), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.NetState) - return target; -} - -size_t NetState::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.NetState) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 3u) { - // optional .caffe.Phase phase = 1 [default = TEST]; - if (has_phase()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::EnumSize(this->phase()); - } - - // optional int32 level = 2 [default = 0]; - if (has_level()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->level()); - } - - } - // repeated string stage = 3; - total_size += 1 * - ::google::protobuf::internal::FromIntSize(this->stage_size()); - for (int i = 0; i < this->stage_size(); i++) { - total_size += ::google::protobuf::internal::WireFormatLite::StringSize( - this->stage(i)); - } - - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void NetState::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.NetState) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const NetState* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.NetState) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.NetState) - UnsafeMergeFrom(*source); - } -} - -void NetState::MergeFrom(const NetState& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.NetState) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void NetState::UnsafeMergeFrom(const NetState& from) { - GOOGLE_DCHECK(&from != this); - stage_.UnsafeMergeFrom(from.stage_); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_phase()) { - set_phase(from.phase()); - } - if (from.has_level()) { - set_level(from.level()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void NetState::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.NetState) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void NetState::CopyFrom(const NetState& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.NetState) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool NetState::IsInitialized() const { - - return true; -} - -void NetState::Swap(NetState* other) { - if (other == this) return; - InternalSwap(other); -} -void NetState::InternalSwap(NetState* other) { - std::swap(phase_, other->phase_); - std::swap(level_, other->level_); - stage_.UnsafeArenaSwap(&other->stage_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata NetState::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = NetState_descriptor_; - metadata.reflection = NetState_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// NetState - -// optional .caffe.Phase phase = 1 [default = TEST]; -bool NetState::has_phase() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void NetState::set_has_phase() { - _has_bits_[0] |= 0x00000001u; -} -void NetState::clear_has_phase() { - _has_bits_[0] &= ~0x00000001u; -} -void NetState::clear_phase() { - phase_ = 1; - clear_has_phase(); -} -::caffe::Phase NetState::phase() const { - // @@protoc_insertion_point(field_get:caffe.NetState.phase) - return static_cast< ::caffe::Phase >(phase_); -} -void NetState::set_phase(::caffe::Phase value) { - assert(::caffe::Phase_IsValid(value)); - set_has_phase(); - phase_ = value; - // @@protoc_insertion_point(field_set:caffe.NetState.phase) -} - -// optional int32 level = 2 [default = 0]; -bool NetState::has_level() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void NetState::set_has_level() { - _has_bits_[0] |= 0x00000002u; -} -void NetState::clear_has_level() { - _has_bits_[0] &= ~0x00000002u; -} -void NetState::clear_level() { - level_ = 0; - clear_has_level(); -} -::google::protobuf::int32 NetState::level() const { - // @@protoc_insertion_point(field_get:caffe.NetState.level) - return level_; -} -void NetState::set_level(::google::protobuf::int32 value) { - set_has_level(); - level_ = value; - // @@protoc_insertion_point(field_set:caffe.NetState.level) -} - -// repeated string stage = 3; -int NetState::stage_size() const { - return stage_.size(); -} -void NetState::clear_stage() { - stage_.Clear(); -} -const ::std::string& NetState::stage(int index) const { - // @@protoc_insertion_point(field_get:caffe.NetState.stage) - return stage_.Get(index); -} -::std::string* NetState::mutable_stage(int index) { - // @@protoc_insertion_point(field_mutable:caffe.NetState.stage) - return stage_.Mutable(index); -} -void NetState::set_stage(int index, const ::std::string& value) { - // @@protoc_insertion_point(field_set:caffe.NetState.stage) - stage_.Mutable(index)->assign(value); -} -void NetState::set_stage(int index, const char* value) { - stage_.Mutable(index)->assign(value); - // @@protoc_insertion_point(field_set_char:caffe.NetState.stage) -} -void NetState::set_stage(int index, const char* value, size_t size) { - stage_.Mutable(index)->assign( - reinterpret_cast(value), size); - // @@protoc_insertion_point(field_set_pointer:caffe.NetState.stage) -} -::std::string* NetState::add_stage() { - // @@protoc_insertion_point(field_add_mutable:caffe.NetState.stage) - return stage_.Add(); -} -void NetState::add_stage(const ::std::string& value) { - stage_.Add()->assign(value); - // @@protoc_insertion_point(field_add:caffe.NetState.stage) -} -void NetState::add_stage(const char* value) { - stage_.Add()->assign(value); - // @@protoc_insertion_point(field_add_char:caffe.NetState.stage) -} -void NetState::add_stage(const char* value, size_t size) { - stage_.Add()->assign(reinterpret_cast(value), size); - // @@protoc_insertion_point(field_add_pointer:caffe.NetState.stage) -} -const ::google::protobuf::RepeatedPtrField< ::std::string>& -NetState::stage() const { - // @@protoc_insertion_point(field_list:caffe.NetState.stage) - return stage_; -} -::google::protobuf::RepeatedPtrField< ::std::string>* -NetState::mutable_stage() { - // @@protoc_insertion_point(field_mutable_list:caffe.NetState.stage) - return &stage_; -} - -inline const NetState* NetState::internal_default_instance() { - return &NetState_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int NetStateRule::kPhaseFieldNumber; -const int NetStateRule::kMinLevelFieldNumber; -const int NetStateRule::kMaxLevelFieldNumber; -const int NetStateRule::kStageFieldNumber; -const int NetStateRule::kNotStageFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -NetStateRule::NetStateRule() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.NetStateRule) -} - -void NetStateRule::InitAsDefaultInstance() { -} - -NetStateRule::NetStateRule(const NetStateRule& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.NetStateRule) -} - -void NetStateRule::SharedCtor() { - _cached_size_ = 0; - ::memset(&phase_, 0, reinterpret_cast(&max_level_) - - reinterpret_cast(&phase_) + sizeof(max_level_)); -} - -NetStateRule::~NetStateRule() { - // @@protoc_insertion_point(destructor:caffe.NetStateRule) - SharedDtor(); -} - -void NetStateRule::SharedDtor() { -} - -void NetStateRule::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* NetStateRule::descriptor() { - protobuf_AssignDescriptorsOnce(); - return NetStateRule_descriptor_; -} - -const NetStateRule& NetStateRule::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed NetStateRule_default_instance_; - -NetStateRule* NetStateRule::New(::google::protobuf::Arena* arena) const { - NetStateRule* n = new NetStateRule; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void NetStateRule::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.NetStateRule) -#if defined(__clang__) -#define ZR_HELPER_(f) \ - _Pragma("clang diagnostic push") \ - _Pragma("clang diagnostic ignored \"-Winvalid-offsetof\"") \ - __builtin_offsetof(NetStateRule, f) \ - _Pragma("clang diagnostic pop") -#else -#define ZR_HELPER_(f) reinterpret_cast(\ - &reinterpret_cast(16)->f) -#endif - -#define ZR_(first, last) do {\ - ::memset(&(first), 0,\ - ZR_HELPER_(last) - ZR_HELPER_(first) + sizeof(last));\ -} while (0) - - ZR_(phase_, max_level_); - -#undef ZR_HELPER_ -#undef ZR_ - - stage_.Clear(); - not_stage_.Clear(); - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool NetStateRule::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.NetStateRule) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional .caffe.Phase phase = 1; - case 1: { - if (tag == 8) { - int value; - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - int, ::google::protobuf::internal::WireFormatLite::TYPE_ENUM>( - input, &value))); - if (::caffe::Phase_IsValid(value)) { - set_phase(static_cast< ::caffe::Phase >(value)); - } else { - mutable_unknown_fields()->AddVarint(1, value); - } - } else { - goto handle_unusual; - } - if (input->ExpectTag(16)) goto parse_min_level; - break; - } - - // optional int32 min_level = 2; - case 2: { - if (tag == 16) { - parse_min_level: - set_has_min_level(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &min_level_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(24)) goto parse_max_level; - break; - } - - // optional int32 max_level = 3; - case 3: { - if (tag == 24) { - parse_max_level: - set_has_max_level(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &max_level_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(34)) goto parse_stage; - break; - } - - // repeated string stage = 4; - case 4: { - if (tag == 34) { - parse_stage: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->add_stage())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->stage(this->stage_size() - 1).data(), - this->stage(this->stage_size() - 1).length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.NetStateRule.stage"); - } else { - goto handle_unusual; - } - if (input->ExpectTag(34)) goto parse_stage; - if (input->ExpectTag(42)) goto parse_not_stage; - break; - } - - // repeated string not_stage = 5; - case 5: { - if (tag == 42) { - parse_not_stage: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->add_not_stage())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->not_stage(this->not_stage_size() - 1).data(), - this->not_stage(this->not_stage_size() - 1).length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.NetStateRule.not_stage"); - } else { - goto handle_unusual; - } - if (input->ExpectTag(42)) goto parse_not_stage; - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.NetStateRule) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.NetStateRule) - return false; -#undef DO_ -} - -void NetStateRule::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.NetStateRule) - // optional .caffe.Phase phase = 1; - if (has_phase()) { - ::google::protobuf::internal::WireFormatLite::WriteEnum( - 1, this->phase(), output); - } - - // optional int32 min_level = 2; - if (has_min_level()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(2, this->min_level(), output); - } - - // optional int32 max_level = 3; - if (has_max_level()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(3, this->max_level(), output); - } - - // repeated string stage = 4; - for (int i = 0; i < this->stage_size(); i++) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->stage(i).data(), this->stage(i).length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.NetStateRule.stage"); - ::google::protobuf::internal::WireFormatLite::WriteString( - 4, this->stage(i), output); - } - - // repeated string not_stage = 5; - for (int i = 0; i < this->not_stage_size(); i++) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->not_stage(i).data(), this->not_stage(i).length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.NetStateRule.not_stage"); - ::google::protobuf::internal::WireFormatLite::WriteString( - 5, this->not_stage(i), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.NetStateRule) -} - -::google::protobuf::uint8* NetStateRule::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.NetStateRule) - // optional .caffe.Phase phase = 1; - if (has_phase()) { - target = ::google::protobuf::internal::WireFormatLite::WriteEnumToArray( - 1, this->phase(), target); - } - - // optional int32 min_level = 2; - if (has_min_level()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(2, this->min_level(), target); - } - - // optional int32 max_level = 3; - if (has_max_level()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(3, this->max_level(), target); - } - - // repeated string stage = 4; - for (int i = 0; i < this->stage_size(); i++) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->stage(i).data(), this->stage(i).length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.NetStateRule.stage"); - target = ::google::protobuf::internal::WireFormatLite:: - WriteStringToArray(4, this->stage(i), target); - } - - // repeated string not_stage = 5; - for (int i = 0; i < this->not_stage_size(); i++) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->not_stage(i).data(), this->not_stage(i).length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.NetStateRule.not_stage"); - target = ::google::protobuf::internal::WireFormatLite:: - WriteStringToArray(5, this->not_stage(i), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.NetStateRule) - return target; -} - -size_t NetStateRule::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.NetStateRule) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 7u) { - // optional .caffe.Phase phase = 1; - if (has_phase()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::EnumSize(this->phase()); - } - - // optional int32 min_level = 2; - if (has_min_level()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->min_level()); - } - - // optional int32 max_level = 3; - if (has_max_level()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->max_level()); - } - - } - // repeated string stage = 4; - total_size += 1 * - ::google::protobuf::internal::FromIntSize(this->stage_size()); - for (int i = 0; i < this->stage_size(); i++) { - total_size += ::google::protobuf::internal::WireFormatLite::StringSize( - this->stage(i)); - } - - // repeated string not_stage = 5; - total_size += 1 * - ::google::protobuf::internal::FromIntSize(this->not_stage_size()); - for (int i = 0; i < this->not_stage_size(); i++) { - total_size += ::google::protobuf::internal::WireFormatLite::StringSize( - this->not_stage(i)); - } - - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void NetStateRule::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.NetStateRule) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const NetStateRule* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.NetStateRule) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.NetStateRule) - UnsafeMergeFrom(*source); - } -} - -void NetStateRule::MergeFrom(const NetStateRule& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.NetStateRule) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void NetStateRule::UnsafeMergeFrom(const NetStateRule& from) { - GOOGLE_DCHECK(&from != this); - stage_.UnsafeMergeFrom(from.stage_); - not_stage_.UnsafeMergeFrom(from.not_stage_); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_phase()) { - set_phase(from.phase()); - } - if (from.has_min_level()) { - set_min_level(from.min_level()); - } - if (from.has_max_level()) { - set_max_level(from.max_level()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void NetStateRule::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.NetStateRule) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void NetStateRule::CopyFrom(const NetStateRule& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.NetStateRule) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool NetStateRule::IsInitialized() const { - - return true; -} - -void NetStateRule::Swap(NetStateRule* other) { - if (other == this) return; - InternalSwap(other); -} -void NetStateRule::InternalSwap(NetStateRule* other) { - std::swap(phase_, other->phase_); - std::swap(min_level_, other->min_level_); - std::swap(max_level_, other->max_level_); - stage_.UnsafeArenaSwap(&other->stage_); - not_stage_.UnsafeArenaSwap(&other->not_stage_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata NetStateRule::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = NetStateRule_descriptor_; - metadata.reflection = NetStateRule_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// NetStateRule - -// optional .caffe.Phase phase = 1; -bool NetStateRule::has_phase() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void NetStateRule::set_has_phase() { - _has_bits_[0] |= 0x00000001u; -} -void NetStateRule::clear_has_phase() { - _has_bits_[0] &= ~0x00000001u; -} -void NetStateRule::clear_phase() { - phase_ = 0; - clear_has_phase(); -} -::caffe::Phase NetStateRule::phase() const { - // @@protoc_insertion_point(field_get:caffe.NetStateRule.phase) - return static_cast< ::caffe::Phase >(phase_); -} -void NetStateRule::set_phase(::caffe::Phase value) { - assert(::caffe::Phase_IsValid(value)); - set_has_phase(); - phase_ = value; - // @@protoc_insertion_point(field_set:caffe.NetStateRule.phase) -} - -// optional int32 min_level = 2; -bool NetStateRule::has_min_level() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void NetStateRule::set_has_min_level() { - _has_bits_[0] |= 0x00000002u; -} -void NetStateRule::clear_has_min_level() { - _has_bits_[0] &= ~0x00000002u; -} -void NetStateRule::clear_min_level() { - min_level_ = 0; - clear_has_min_level(); -} -::google::protobuf::int32 NetStateRule::min_level() const { - // @@protoc_insertion_point(field_get:caffe.NetStateRule.min_level) - return min_level_; -} -void NetStateRule::set_min_level(::google::protobuf::int32 value) { - set_has_min_level(); - min_level_ = value; - // @@protoc_insertion_point(field_set:caffe.NetStateRule.min_level) -} - -// optional int32 max_level = 3; -bool NetStateRule::has_max_level() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -void NetStateRule::set_has_max_level() { - _has_bits_[0] |= 0x00000004u; -} -void NetStateRule::clear_has_max_level() { - _has_bits_[0] &= ~0x00000004u; -} -void NetStateRule::clear_max_level() { - max_level_ = 0; - clear_has_max_level(); -} -::google::protobuf::int32 NetStateRule::max_level() const { - // @@protoc_insertion_point(field_get:caffe.NetStateRule.max_level) - return max_level_; -} -void NetStateRule::set_max_level(::google::protobuf::int32 value) { - set_has_max_level(); - max_level_ = value; - // @@protoc_insertion_point(field_set:caffe.NetStateRule.max_level) -} - -// repeated string stage = 4; -int NetStateRule::stage_size() const { - return stage_.size(); -} -void NetStateRule::clear_stage() { - stage_.Clear(); -} -const ::std::string& NetStateRule::stage(int index) const { - // @@protoc_insertion_point(field_get:caffe.NetStateRule.stage) - return stage_.Get(index); -} -::std::string* NetStateRule::mutable_stage(int index) { - // @@protoc_insertion_point(field_mutable:caffe.NetStateRule.stage) - return stage_.Mutable(index); -} -void NetStateRule::set_stage(int index, const ::std::string& value) { - // @@protoc_insertion_point(field_set:caffe.NetStateRule.stage) - stage_.Mutable(index)->assign(value); -} -void NetStateRule::set_stage(int index, const char* value) { - stage_.Mutable(index)->assign(value); - // @@protoc_insertion_point(field_set_char:caffe.NetStateRule.stage) -} -void NetStateRule::set_stage(int index, const char* value, size_t size) { - stage_.Mutable(index)->assign( - reinterpret_cast(value), size); - // @@protoc_insertion_point(field_set_pointer:caffe.NetStateRule.stage) -} -::std::string* NetStateRule::add_stage() { - // @@protoc_insertion_point(field_add_mutable:caffe.NetStateRule.stage) - return stage_.Add(); -} -void NetStateRule::add_stage(const ::std::string& value) { - stage_.Add()->assign(value); - // @@protoc_insertion_point(field_add:caffe.NetStateRule.stage) -} -void NetStateRule::add_stage(const char* value) { - stage_.Add()->assign(value); - // @@protoc_insertion_point(field_add_char:caffe.NetStateRule.stage) -} -void NetStateRule::add_stage(const char* value, size_t size) { - stage_.Add()->assign(reinterpret_cast(value), size); - // @@protoc_insertion_point(field_add_pointer:caffe.NetStateRule.stage) -} -const ::google::protobuf::RepeatedPtrField< ::std::string>& -NetStateRule::stage() const { - // @@protoc_insertion_point(field_list:caffe.NetStateRule.stage) - return stage_; -} -::google::protobuf::RepeatedPtrField< ::std::string>* -NetStateRule::mutable_stage() { - // @@protoc_insertion_point(field_mutable_list:caffe.NetStateRule.stage) - return &stage_; -} - -// repeated string not_stage = 5; -int NetStateRule::not_stage_size() const { - return not_stage_.size(); -} -void NetStateRule::clear_not_stage() { - not_stage_.Clear(); -} -const ::std::string& NetStateRule::not_stage(int index) const { - // @@protoc_insertion_point(field_get:caffe.NetStateRule.not_stage) - return not_stage_.Get(index); -} -::std::string* NetStateRule::mutable_not_stage(int index) { - // @@protoc_insertion_point(field_mutable:caffe.NetStateRule.not_stage) - return not_stage_.Mutable(index); -} -void NetStateRule::set_not_stage(int index, const ::std::string& value) { - // @@protoc_insertion_point(field_set:caffe.NetStateRule.not_stage) - not_stage_.Mutable(index)->assign(value); -} -void NetStateRule::set_not_stage(int index, const char* value) { - not_stage_.Mutable(index)->assign(value); - // @@protoc_insertion_point(field_set_char:caffe.NetStateRule.not_stage) -} -void NetStateRule::set_not_stage(int index, const char* value, size_t size) { - not_stage_.Mutable(index)->assign( - reinterpret_cast(value), size); - // @@protoc_insertion_point(field_set_pointer:caffe.NetStateRule.not_stage) -} -::std::string* NetStateRule::add_not_stage() { - // @@protoc_insertion_point(field_add_mutable:caffe.NetStateRule.not_stage) - return not_stage_.Add(); -} -void NetStateRule::add_not_stage(const ::std::string& value) { - not_stage_.Add()->assign(value); - // @@protoc_insertion_point(field_add:caffe.NetStateRule.not_stage) -} -void NetStateRule::add_not_stage(const char* value) { - not_stage_.Add()->assign(value); - // @@protoc_insertion_point(field_add_char:caffe.NetStateRule.not_stage) -} -void NetStateRule::add_not_stage(const char* value, size_t size) { - not_stage_.Add()->assign(reinterpret_cast(value), size); - // @@protoc_insertion_point(field_add_pointer:caffe.NetStateRule.not_stage) -} -const ::google::protobuf::RepeatedPtrField< ::std::string>& -NetStateRule::not_stage() const { - // @@protoc_insertion_point(field_list:caffe.NetStateRule.not_stage) - return not_stage_; -} -::google::protobuf::RepeatedPtrField< ::std::string>* -NetStateRule::mutable_not_stage() { - // @@protoc_insertion_point(field_mutable_list:caffe.NetStateRule.not_stage) - return ¬_stage_; -} - -inline const NetStateRule* NetStateRule::internal_default_instance() { - return &NetStateRule_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -const ::google::protobuf::EnumDescriptor* ParamSpec_DimCheckMode_descriptor() { - protobuf_AssignDescriptorsOnce(); - return ParamSpec_DimCheckMode_descriptor_; -} -bool ParamSpec_DimCheckMode_IsValid(int value) { - switch (value) { - case 0: - case 1: - return true; - default: - return false; - } -} - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const ParamSpec_DimCheckMode ParamSpec::STRICT; -const ParamSpec_DimCheckMode ParamSpec::PERMISSIVE; -const ParamSpec_DimCheckMode ParamSpec::DimCheckMode_MIN; -const ParamSpec_DimCheckMode ParamSpec::DimCheckMode_MAX; -const int ParamSpec::DimCheckMode_ARRAYSIZE; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int ParamSpec::kNameFieldNumber; -const int ParamSpec::kShareModeFieldNumber; -const int ParamSpec::kLrMultFieldNumber; -const int ParamSpec::kDecayMultFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -ParamSpec::ParamSpec() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.ParamSpec) -} - -void ParamSpec::InitAsDefaultInstance() { -} - -ParamSpec::ParamSpec(const ParamSpec& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.ParamSpec) -} - -void ParamSpec::SharedCtor() { - _cached_size_ = 0; - name_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - share_mode_ = 0; - lr_mult_ = 1; - decay_mult_ = 1; -} - -ParamSpec::~ParamSpec() { - // @@protoc_insertion_point(destructor:caffe.ParamSpec) - SharedDtor(); -} - -void ParamSpec::SharedDtor() { - name_.DestroyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} - -void ParamSpec::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* ParamSpec::descriptor() { - protobuf_AssignDescriptorsOnce(); - return ParamSpec_descriptor_; -} - -const ParamSpec& ParamSpec::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed ParamSpec_default_instance_; - -ParamSpec* ParamSpec::New(::google::protobuf::Arena* arena) const { - ParamSpec* n = new ParamSpec; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void ParamSpec::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.ParamSpec) - if (_has_bits_[0 / 32] & 15u) { - if (has_name()) { - name_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - share_mode_ = 0; - lr_mult_ = 1; - decay_mult_ = 1; - } - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool ParamSpec::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.ParamSpec) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional string name = 1; - case 1: { - if (tag == 10) { - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_name())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->name().data(), this->name().length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.ParamSpec.name"); - } else { - goto handle_unusual; - } - if (input->ExpectTag(16)) goto parse_share_mode; - break; - } - - // optional .caffe.ParamSpec.DimCheckMode share_mode = 2; - case 2: { - if (tag == 16) { - parse_share_mode: - int value; - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - int, ::google::protobuf::internal::WireFormatLite::TYPE_ENUM>( - input, &value))); - if (::caffe::ParamSpec_DimCheckMode_IsValid(value)) { - set_share_mode(static_cast< ::caffe::ParamSpec_DimCheckMode >(value)); - } else { - mutable_unknown_fields()->AddVarint(2, value); - } - } else { - goto handle_unusual; - } - if (input->ExpectTag(29)) goto parse_lr_mult; - break; - } - - // optional float lr_mult = 3 [default = 1]; - case 3: { - if (tag == 29) { - parse_lr_mult: - set_has_lr_mult(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &lr_mult_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(37)) goto parse_decay_mult; - break; - } - - // optional float decay_mult = 4 [default = 1]; - case 4: { - if (tag == 37) { - parse_decay_mult: - set_has_decay_mult(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &decay_mult_))); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.ParamSpec) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.ParamSpec) - return false; -#undef DO_ -} - -void ParamSpec::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.ParamSpec) - // optional string name = 1; - if (has_name()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->name().data(), this->name().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.ParamSpec.name"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 1, this->name(), output); - } - - // optional .caffe.ParamSpec.DimCheckMode share_mode = 2; - if (has_share_mode()) { - ::google::protobuf::internal::WireFormatLite::WriteEnum( - 2, this->share_mode(), output); - } - - // optional float lr_mult = 3 [default = 1]; - if (has_lr_mult()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(3, this->lr_mult(), output); - } - - // optional float decay_mult = 4 [default = 1]; - if (has_decay_mult()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(4, this->decay_mult(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.ParamSpec) -} - -::google::protobuf::uint8* ParamSpec::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.ParamSpec) - // optional string name = 1; - if (has_name()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->name().data(), this->name().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.ParamSpec.name"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 1, this->name(), target); - } - - // optional .caffe.ParamSpec.DimCheckMode share_mode = 2; - if (has_share_mode()) { - target = ::google::protobuf::internal::WireFormatLite::WriteEnumToArray( - 2, this->share_mode(), target); - } - - // optional float lr_mult = 3 [default = 1]; - if (has_lr_mult()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(3, this->lr_mult(), target); - } - - // optional float decay_mult = 4 [default = 1]; - if (has_decay_mult()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(4, this->decay_mult(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.ParamSpec) - return target; -} - -size_t ParamSpec::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.ParamSpec) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 15u) { - // optional string name = 1; - if (has_name()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->name()); - } - - // optional .caffe.ParamSpec.DimCheckMode share_mode = 2; - if (has_share_mode()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::EnumSize(this->share_mode()); - } - - // optional float lr_mult = 3 [default = 1]; - if (has_lr_mult()) { - total_size += 1 + 4; - } - - // optional float decay_mult = 4 [default = 1]; - if (has_decay_mult()) { - total_size += 1 + 4; - } - - } - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void ParamSpec::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.ParamSpec) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const ParamSpec* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.ParamSpec) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.ParamSpec) - UnsafeMergeFrom(*source); - } -} - -void ParamSpec::MergeFrom(const ParamSpec& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.ParamSpec) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void ParamSpec::UnsafeMergeFrom(const ParamSpec& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_name()) { - set_has_name(); - name_.AssignWithDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), from.name_); - } - if (from.has_share_mode()) { - set_share_mode(from.share_mode()); - } - if (from.has_lr_mult()) { - set_lr_mult(from.lr_mult()); - } - if (from.has_decay_mult()) { - set_decay_mult(from.decay_mult()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void ParamSpec::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.ParamSpec) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void ParamSpec::CopyFrom(const ParamSpec& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.ParamSpec) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool ParamSpec::IsInitialized() const { - - return true; -} - -void ParamSpec::Swap(ParamSpec* other) { - if (other == this) return; - InternalSwap(other); -} -void ParamSpec::InternalSwap(ParamSpec* other) { - name_.Swap(&other->name_); - std::swap(share_mode_, other->share_mode_); - std::swap(lr_mult_, other->lr_mult_); - std::swap(decay_mult_, other->decay_mult_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata ParamSpec::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = ParamSpec_descriptor_; - metadata.reflection = ParamSpec_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// ParamSpec - -// optional string name = 1; -bool ParamSpec::has_name() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void ParamSpec::set_has_name() { - _has_bits_[0] |= 0x00000001u; -} -void ParamSpec::clear_has_name() { - _has_bits_[0] &= ~0x00000001u; -} -void ParamSpec::clear_name() { - name_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_name(); -} -const ::std::string& ParamSpec::name() const { - // @@protoc_insertion_point(field_get:caffe.ParamSpec.name) - return name_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void ParamSpec::set_name(const ::std::string& value) { - set_has_name(); - name_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.ParamSpec.name) -} -void ParamSpec::set_name(const char* value) { - set_has_name(); - name_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.ParamSpec.name) -} -void ParamSpec::set_name(const char* value, size_t size) { - set_has_name(); - name_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.ParamSpec.name) -} -::std::string* ParamSpec::mutable_name() { - set_has_name(); - // @@protoc_insertion_point(field_mutable:caffe.ParamSpec.name) - return name_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -::std::string* ParamSpec::release_name() { - // @@protoc_insertion_point(field_release:caffe.ParamSpec.name) - clear_has_name(); - return name_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void ParamSpec::set_allocated_name(::std::string* name) { - if (name != NULL) { - set_has_name(); - } else { - clear_has_name(); - } - name_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), name); - // @@protoc_insertion_point(field_set_allocated:caffe.ParamSpec.name) -} - -// optional .caffe.ParamSpec.DimCheckMode share_mode = 2; -bool ParamSpec::has_share_mode() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void ParamSpec::set_has_share_mode() { - _has_bits_[0] |= 0x00000002u; -} -void ParamSpec::clear_has_share_mode() { - _has_bits_[0] &= ~0x00000002u; -} -void ParamSpec::clear_share_mode() { - share_mode_ = 0; - clear_has_share_mode(); -} -::caffe::ParamSpec_DimCheckMode ParamSpec::share_mode() const { - // @@protoc_insertion_point(field_get:caffe.ParamSpec.share_mode) - return static_cast< ::caffe::ParamSpec_DimCheckMode >(share_mode_); -} -void ParamSpec::set_share_mode(::caffe::ParamSpec_DimCheckMode value) { - assert(::caffe::ParamSpec_DimCheckMode_IsValid(value)); - set_has_share_mode(); - share_mode_ = value; - // @@protoc_insertion_point(field_set:caffe.ParamSpec.share_mode) -} - -// optional float lr_mult = 3 [default = 1]; -bool ParamSpec::has_lr_mult() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -void ParamSpec::set_has_lr_mult() { - _has_bits_[0] |= 0x00000004u; -} -void ParamSpec::clear_has_lr_mult() { - _has_bits_[0] &= ~0x00000004u; -} -void ParamSpec::clear_lr_mult() { - lr_mult_ = 1; - clear_has_lr_mult(); -} -float ParamSpec::lr_mult() const { - // @@protoc_insertion_point(field_get:caffe.ParamSpec.lr_mult) - return lr_mult_; -} -void ParamSpec::set_lr_mult(float value) { - set_has_lr_mult(); - lr_mult_ = value; - // @@protoc_insertion_point(field_set:caffe.ParamSpec.lr_mult) -} - -// optional float decay_mult = 4 [default = 1]; -bool ParamSpec::has_decay_mult() const { - return (_has_bits_[0] & 0x00000008u) != 0; -} -void ParamSpec::set_has_decay_mult() { - _has_bits_[0] |= 0x00000008u; -} -void ParamSpec::clear_has_decay_mult() { - _has_bits_[0] &= ~0x00000008u; -} -void ParamSpec::clear_decay_mult() { - decay_mult_ = 1; - clear_has_decay_mult(); -} -float ParamSpec::decay_mult() const { - // @@protoc_insertion_point(field_get:caffe.ParamSpec.decay_mult) - return decay_mult_; -} -void ParamSpec::set_decay_mult(float value) { - set_has_decay_mult(); - decay_mult_ = value; - // @@protoc_insertion_point(field_set:caffe.ParamSpec.decay_mult) -} - -inline const ParamSpec* ParamSpec::internal_default_instance() { - return &ParamSpec_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int LayerParameter::kNameFieldNumber; -const int LayerParameter::kTypeFieldNumber; -const int LayerParameter::kBottomFieldNumber; -const int LayerParameter::kTopFieldNumber; -const int LayerParameter::kPhaseFieldNumber; -const int LayerParameter::kLossWeightFieldNumber; -const int LayerParameter::kParamFieldNumber; -const int LayerParameter::kBlobsFieldNumber; -const int LayerParameter::kPropagateDownFieldNumber; -const int LayerParameter::kIncludeFieldNumber; -const int LayerParameter::kExcludeFieldNumber; -const int LayerParameter::kTransformParamFieldNumber; -const int LayerParameter::kLossParamFieldNumber; -const int LayerParameter::kAccuracyParamFieldNumber; -const int LayerParameter::kArgmaxParamFieldNumber; -const int LayerParameter::kBatchNormParamFieldNumber; -const int LayerParameter::kBiasParamFieldNumber; -const int LayerParameter::kConcatParamFieldNumber; -const int LayerParameter::kContrastiveLossParamFieldNumber; -const int LayerParameter::kConvolutionParamFieldNumber; -const int LayerParameter::kCropParamFieldNumber; -const int LayerParameter::kDataParamFieldNumber; -const int LayerParameter::kDetectionOutputParamFieldNumber; -const int LayerParameter::kDropoutParamFieldNumber; -const int LayerParameter::kDummyDataParamFieldNumber; -const int LayerParameter::kEltwiseParamFieldNumber; -const int LayerParameter::kEluParamFieldNumber; -const int LayerParameter::kEmbedParamFieldNumber; -const int LayerParameter::kExpParamFieldNumber; -const int LayerParameter::kFlattenParamFieldNumber; -const int LayerParameter::kHdf5DataParamFieldNumber; -const int LayerParameter::kHdf5OutputParamFieldNumber; -const int LayerParameter::kHingeLossParamFieldNumber; -const int LayerParameter::kImageDataParamFieldNumber; -const int LayerParameter::kInfogainLossParamFieldNumber; -const int LayerParameter::kInnerProductParamFieldNumber; -const int LayerParameter::kInputParamFieldNumber; -const int LayerParameter::kLogParamFieldNumber; -const int LayerParameter::kLrnParamFieldNumber; -const int LayerParameter::kMemoryDataParamFieldNumber; -const int LayerParameter::kMvnParamFieldNumber; -const int LayerParameter::kNormParamFieldNumber; -const int LayerParameter::kPermuteParamFieldNumber; -const int LayerParameter::kParameterParamFieldNumber; -const int LayerParameter::kPoolingParamFieldNumber; -const int LayerParameter::kPowerParamFieldNumber; -const int LayerParameter::kPreluParamFieldNumber; -const int LayerParameter::kPriorBoxParamFieldNumber; -const int LayerParameter::kPythonParamFieldNumber; -const int LayerParameter::kRecurrentParamFieldNumber; -const int LayerParameter::kReductionParamFieldNumber; -const int LayerParameter::kReluParamFieldNumber; -const int LayerParameter::kReshapeParamFieldNumber; -const int LayerParameter::kScaleParamFieldNumber; -const int LayerParameter::kSigmoidParamFieldNumber; -const int LayerParameter::kSoftmaxParamFieldNumber; -const int LayerParameter::kSppParamFieldNumber; -const int LayerParameter::kSliceParamFieldNumber; -const int LayerParameter::kTanhParamFieldNumber; -const int LayerParameter::kThresholdParamFieldNumber; -const int LayerParameter::kTileParamFieldNumber; -const int LayerParameter::kWindowDataParamFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -LayerParameter::LayerParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.LayerParameter) -} - -void LayerParameter::InitAsDefaultInstance() { - transform_param_ = const_cast< ::caffe::TransformationParameter*>( - ::caffe::TransformationParameter::internal_default_instance()); - loss_param_ = const_cast< ::caffe::LossParameter*>( - ::caffe::LossParameter::internal_default_instance()); - accuracy_param_ = const_cast< ::caffe::AccuracyParameter*>( - ::caffe::AccuracyParameter::internal_default_instance()); - argmax_param_ = const_cast< ::caffe::ArgMaxParameter*>( - ::caffe::ArgMaxParameter::internal_default_instance()); - batch_norm_param_ = const_cast< ::caffe::BatchNormParameter*>( - ::caffe::BatchNormParameter::internal_default_instance()); - bias_param_ = const_cast< ::caffe::BiasParameter*>( - ::caffe::BiasParameter::internal_default_instance()); - concat_param_ = const_cast< ::caffe::ConcatParameter*>( - ::caffe::ConcatParameter::internal_default_instance()); - contrastive_loss_param_ = const_cast< ::caffe::ContrastiveLossParameter*>( - ::caffe::ContrastiveLossParameter::internal_default_instance()); - convolution_param_ = const_cast< ::caffe::ConvolutionParameter*>( - ::caffe::ConvolutionParameter::internal_default_instance()); - crop_param_ = const_cast< ::caffe::CropParameter*>( - ::caffe::CropParameter::internal_default_instance()); - data_param_ = const_cast< ::caffe::DataParameter*>( - ::caffe::DataParameter::internal_default_instance()); - detection_output_param_ = const_cast< ::caffe::DetectionOutputParameter*>( - ::caffe::DetectionOutputParameter::internal_default_instance()); - dropout_param_ = const_cast< ::caffe::DropoutParameter*>( - ::caffe::DropoutParameter::internal_default_instance()); - dummy_data_param_ = const_cast< ::caffe::DummyDataParameter*>( - ::caffe::DummyDataParameter::internal_default_instance()); - eltwise_param_ = const_cast< ::caffe::EltwiseParameter*>( - ::caffe::EltwiseParameter::internal_default_instance()); - elu_param_ = const_cast< ::caffe::ELUParameter*>( - ::caffe::ELUParameter::internal_default_instance()); - embed_param_ = const_cast< ::caffe::EmbedParameter*>( - ::caffe::EmbedParameter::internal_default_instance()); - exp_param_ = const_cast< ::caffe::ExpParameter*>( - ::caffe::ExpParameter::internal_default_instance()); - flatten_param_ = const_cast< ::caffe::FlattenParameter*>( - ::caffe::FlattenParameter::internal_default_instance()); - hdf5_data_param_ = const_cast< ::caffe::HDF5DataParameter*>( - ::caffe::HDF5DataParameter::internal_default_instance()); - hdf5_output_param_ = const_cast< ::caffe::HDF5OutputParameter*>( - ::caffe::HDF5OutputParameter::internal_default_instance()); - hinge_loss_param_ = const_cast< ::caffe::HingeLossParameter*>( - ::caffe::HingeLossParameter::internal_default_instance()); - image_data_param_ = const_cast< ::caffe::ImageDataParameter*>( - ::caffe::ImageDataParameter::internal_default_instance()); - infogain_loss_param_ = const_cast< ::caffe::InfogainLossParameter*>( - ::caffe::InfogainLossParameter::internal_default_instance()); - inner_product_param_ = const_cast< ::caffe::InnerProductParameter*>( - ::caffe::InnerProductParameter::internal_default_instance()); - input_param_ = const_cast< ::caffe::InputParameter*>( - ::caffe::InputParameter::internal_default_instance()); - log_param_ = const_cast< ::caffe::LogParameter*>( - ::caffe::LogParameter::internal_default_instance()); - lrn_param_ = const_cast< ::caffe::LRNParameter*>( - ::caffe::LRNParameter::internal_default_instance()); - memory_data_param_ = const_cast< ::caffe::MemoryDataParameter*>( - ::caffe::MemoryDataParameter::internal_default_instance()); - mvn_param_ = const_cast< ::caffe::MVNParameter*>( - ::caffe::MVNParameter::internal_default_instance()); - norm_param_ = const_cast< ::caffe::NormalizeBBoxParameter*>( - ::caffe::NormalizeBBoxParameter::internal_default_instance()); - permute_param_ = const_cast< ::caffe::PermuteParameter*>( - ::caffe::PermuteParameter::internal_default_instance()); - parameter_param_ = const_cast< ::caffe::ParameterParameter*>( - ::caffe::ParameterParameter::internal_default_instance()); - pooling_param_ = const_cast< ::caffe::PoolingParameter*>( - ::caffe::PoolingParameter::internal_default_instance()); - power_param_ = const_cast< ::caffe::PowerParameter*>( - ::caffe::PowerParameter::internal_default_instance()); - prelu_param_ = const_cast< ::caffe::PReLUParameter*>( - ::caffe::PReLUParameter::internal_default_instance()); - prior_box_param_ = const_cast< ::caffe::PriorBoxParameter*>( - ::caffe::PriorBoxParameter::internal_default_instance()); - python_param_ = const_cast< ::caffe::PythonParameter*>( - ::caffe::PythonParameter::internal_default_instance()); - recurrent_param_ = const_cast< ::caffe::RecurrentParameter*>( - ::caffe::RecurrentParameter::internal_default_instance()); - reduction_param_ = const_cast< ::caffe::ReductionParameter*>( - ::caffe::ReductionParameter::internal_default_instance()); - relu_param_ = const_cast< ::caffe::ReLUParameter*>( - ::caffe::ReLUParameter::internal_default_instance()); - reshape_param_ = const_cast< ::caffe::ReshapeParameter*>( - ::caffe::ReshapeParameter::internal_default_instance()); - scale_param_ = const_cast< ::caffe::ScaleParameter*>( - ::caffe::ScaleParameter::internal_default_instance()); - sigmoid_param_ = const_cast< ::caffe::SigmoidParameter*>( - ::caffe::SigmoidParameter::internal_default_instance()); - softmax_param_ = const_cast< ::caffe::SoftmaxParameter*>( - ::caffe::SoftmaxParameter::internal_default_instance()); - spp_param_ = const_cast< ::caffe::SPPParameter*>( - ::caffe::SPPParameter::internal_default_instance()); - slice_param_ = const_cast< ::caffe::SliceParameter*>( - ::caffe::SliceParameter::internal_default_instance()); - tanh_param_ = const_cast< ::caffe::TanHParameter*>( - ::caffe::TanHParameter::internal_default_instance()); - threshold_param_ = const_cast< ::caffe::ThresholdParameter*>( - ::caffe::ThresholdParameter::internal_default_instance()); - tile_param_ = const_cast< ::caffe::TileParameter*>( - ::caffe::TileParameter::internal_default_instance()); - window_data_param_ = const_cast< ::caffe::WindowDataParameter*>( - ::caffe::WindowDataParameter::internal_default_instance()); -} - -LayerParameter::LayerParameter(const LayerParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.LayerParameter) -} - -void LayerParameter::SharedCtor() { - name_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - type_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - transform_param_ = NULL; - loss_param_ = NULL; - accuracy_param_ = NULL; - argmax_param_ = NULL; - batch_norm_param_ = NULL; - bias_param_ = NULL; - concat_param_ = NULL; - contrastive_loss_param_ = NULL; - convolution_param_ = NULL; - crop_param_ = NULL; - data_param_ = NULL; - detection_output_param_ = NULL; - dropout_param_ = NULL; - dummy_data_param_ = NULL; - eltwise_param_ = NULL; - elu_param_ = NULL; - embed_param_ = NULL; - exp_param_ = NULL; - flatten_param_ = NULL; - hdf5_data_param_ = NULL; - hdf5_output_param_ = NULL; - hinge_loss_param_ = NULL; - image_data_param_ = NULL; - infogain_loss_param_ = NULL; - inner_product_param_ = NULL; - input_param_ = NULL; - log_param_ = NULL; - lrn_param_ = NULL; - memory_data_param_ = NULL; - mvn_param_ = NULL; - norm_param_ = NULL; - permute_param_ = NULL; - parameter_param_ = NULL; - pooling_param_ = NULL; - power_param_ = NULL; - prelu_param_ = NULL; - prior_box_param_ = NULL; - python_param_ = NULL; - recurrent_param_ = NULL; - reduction_param_ = NULL; - relu_param_ = NULL; - reshape_param_ = NULL; - scale_param_ = NULL; - sigmoid_param_ = NULL; - softmax_param_ = NULL; - spp_param_ = NULL; - slice_param_ = NULL; - tanh_param_ = NULL; - threshold_param_ = NULL; - tile_param_ = NULL; - window_data_param_ = NULL; - phase_ = 0; - _cached_size_ = 0; -} - -LayerParameter::~LayerParameter() { - // @@protoc_insertion_point(destructor:caffe.LayerParameter) - SharedDtor(); -} - -void LayerParameter::SharedDtor() { - name_.DestroyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - type_.DestroyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - if (this != &LayerParameter_default_instance_.get()) { - delete transform_param_; - delete loss_param_; - delete accuracy_param_; - delete argmax_param_; - delete batch_norm_param_; - delete bias_param_; - delete concat_param_; - delete contrastive_loss_param_; - delete convolution_param_; - delete crop_param_; - delete data_param_; - delete detection_output_param_; - delete dropout_param_; - delete dummy_data_param_; - delete eltwise_param_; - delete elu_param_; - delete embed_param_; - delete exp_param_; - delete flatten_param_; - delete hdf5_data_param_; - delete hdf5_output_param_; - delete hinge_loss_param_; - delete image_data_param_; - delete infogain_loss_param_; - delete inner_product_param_; - delete input_param_; - delete log_param_; - delete lrn_param_; - delete memory_data_param_; - delete mvn_param_; - delete norm_param_; - delete permute_param_; - delete parameter_param_; - delete pooling_param_; - delete power_param_; - delete prelu_param_; - delete prior_box_param_; - delete python_param_; - delete recurrent_param_; - delete reduction_param_; - delete relu_param_; - delete reshape_param_; - delete scale_param_; - delete sigmoid_param_; - delete softmax_param_; - delete spp_param_; - delete slice_param_; - delete tanh_param_; - delete threshold_param_; - delete tile_param_; - delete window_data_param_; - } -} - -void LayerParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* LayerParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return LayerParameter_descriptor_; -} - -const LayerParameter& LayerParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed LayerParameter_default_instance_; - -LayerParameter* LayerParameter::New(::google::protobuf::Arena* arena) const { - LayerParameter* n = new LayerParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void LayerParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.LayerParameter) - if (_has_bits_[0 / 32] & 19u) { - if (has_name()) { - name_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - if (has_type()) { - type_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - phase_ = 0; - } - if (_has_bits_[8 / 32] & 63488u) { - if (has_transform_param()) { - if (transform_param_ != NULL) transform_param_->::caffe::TransformationParameter::Clear(); - } - if (has_loss_param()) { - if (loss_param_ != NULL) loss_param_->::caffe::LossParameter::Clear(); - } - if (has_accuracy_param()) { - if (accuracy_param_ != NULL) accuracy_param_->::caffe::AccuracyParameter::Clear(); - } - if (has_argmax_param()) { - if (argmax_param_ != NULL) argmax_param_->::caffe::ArgMaxParameter::Clear(); - } - if (has_batch_norm_param()) { - if (batch_norm_param_ != NULL) batch_norm_param_->::caffe::BatchNormParameter::Clear(); - } - } - if (_has_bits_[16 / 32] & 16711680u) { - if (has_bias_param()) { - if (bias_param_ != NULL) bias_param_->::caffe::BiasParameter::Clear(); - } - if (has_concat_param()) { - if (concat_param_ != NULL) concat_param_->::caffe::ConcatParameter::Clear(); - } - if (has_contrastive_loss_param()) { - if (contrastive_loss_param_ != NULL) contrastive_loss_param_->::caffe::ContrastiveLossParameter::Clear(); - } - if (has_convolution_param()) { - if (convolution_param_ != NULL) convolution_param_->::caffe::ConvolutionParameter::Clear(); - } - if (has_crop_param()) { - if (crop_param_ != NULL) crop_param_->::caffe::CropParameter::Clear(); - } - if (has_data_param()) { - if (data_param_ != NULL) data_param_->::caffe::DataParameter::Clear(); - } - if (has_detection_output_param()) { - if (detection_output_param_ != NULL) detection_output_param_->::caffe::DetectionOutputParameter::Clear(); - } - if (has_dropout_param()) { - if (dropout_param_ != NULL) dropout_param_->::caffe::DropoutParameter::Clear(); - } - } - if (_has_bits_[24 / 32] & 4278190080u) { - if (has_dummy_data_param()) { - if (dummy_data_param_ != NULL) dummy_data_param_->::caffe::DummyDataParameter::Clear(); - } - if (has_eltwise_param()) { - if (eltwise_param_ != NULL) eltwise_param_->::caffe::EltwiseParameter::Clear(); - } - if (has_elu_param()) { - if (elu_param_ != NULL) elu_param_->::caffe::ELUParameter::Clear(); - } - if (has_embed_param()) { - if (embed_param_ != NULL) embed_param_->::caffe::EmbedParameter::Clear(); - } - if (has_exp_param()) { - if (exp_param_ != NULL) exp_param_->::caffe::ExpParameter::Clear(); - } - if (has_flatten_param()) { - if (flatten_param_ != NULL) flatten_param_->::caffe::FlattenParameter::Clear(); - } - if (has_hdf5_data_param()) { - if (hdf5_data_param_ != NULL) hdf5_data_param_->::caffe::HDF5DataParameter::Clear(); - } - if (has_hdf5_output_param()) { - if (hdf5_output_param_ != NULL) hdf5_output_param_->::caffe::HDF5OutputParameter::Clear(); - } - } - if (_has_bits_[32 / 32] & 255u) { - if (has_hinge_loss_param()) { - if (hinge_loss_param_ != NULL) hinge_loss_param_->::caffe::HingeLossParameter::Clear(); - } - if (has_image_data_param()) { - if (image_data_param_ != NULL) image_data_param_->::caffe::ImageDataParameter::Clear(); - } - if (has_infogain_loss_param()) { - if (infogain_loss_param_ != NULL) infogain_loss_param_->::caffe::InfogainLossParameter::Clear(); - } - if (has_inner_product_param()) { - if (inner_product_param_ != NULL) inner_product_param_->::caffe::InnerProductParameter::Clear(); - } - if (has_input_param()) { - if (input_param_ != NULL) input_param_->::caffe::InputParameter::Clear(); - } - if (has_log_param()) { - if (log_param_ != NULL) log_param_->::caffe::LogParameter::Clear(); - } - if (has_lrn_param()) { - if (lrn_param_ != NULL) lrn_param_->::caffe::LRNParameter::Clear(); - } - if (has_memory_data_param()) { - if (memory_data_param_ != NULL) memory_data_param_->::caffe::MemoryDataParameter::Clear(); - } - } - if (_has_bits_[40 / 32] & 65280u) { - if (has_mvn_param()) { - if (mvn_param_ != NULL) mvn_param_->::caffe::MVNParameter::Clear(); - } - if (has_norm_param()) { - if (norm_param_ != NULL) norm_param_->::caffe::NormalizeBBoxParameter::Clear(); - } - if (has_permute_param()) { - if (permute_param_ != NULL) permute_param_->::caffe::PermuteParameter::Clear(); - } - if (has_parameter_param()) { - if (parameter_param_ != NULL) parameter_param_->::caffe::ParameterParameter::Clear(); - } - if (has_pooling_param()) { - if (pooling_param_ != NULL) pooling_param_->::caffe::PoolingParameter::Clear(); - } - if (has_power_param()) { - if (power_param_ != NULL) power_param_->::caffe::PowerParameter::Clear(); - } - if (has_prelu_param()) { - if (prelu_param_ != NULL) prelu_param_->::caffe::PReLUParameter::Clear(); - } - if (has_prior_box_param()) { - if (prior_box_param_ != NULL) prior_box_param_->::caffe::PriorBoxParameter::Clear(); - } - } - if (_has_bits_[48 / 32] & 16711680u) { - if (has_python_param()) { - if (python_param_ != NULL) python_param_->::caffe::PythonParameter::Clear(); - } - if (has_recurrent_param()) { - if (recurrent_param_ != NULL) recurrent_param_->::caffe::RecurrentParameter::Clear(); - } - if (has_reduction_param()) { - if (reduction_param_ != NULL) reduction_param_->::caffe::ReductionParameter::Clear(); - } - if (has_relu_param()) { - if (relu_param_ != NULL) relu_param_->::caffe::ReLUParameter::Clear(); - } - if (has_reshape_param()) { - if (reshape_param_ != NULL) reshape_param_->::caffe::ReshapeParameter::Clear(); - } - if (has_scale_param()) { - if (scale_param_ != NULL) scale_param_->::caffe::ScaleParameter::Clear(); - } - if (has_sigmoid_param()) { - if (sigmoid_param_ != NULL) sigmoid_param_->::caffe::SigmoidParameter::Clear(); - } - if (has_softmax_param()) { - if (softmax_param_ != NULL) softmax_param_->::caffe::SoftmaxParameter::Clear(); - } - } - if (_has_bits_[56 / 32] & 1056964608u) { - if (has_spp_param()) { - if (spp_param_ != NULL) spp_param_->::caffe::SPPParameter::Clear(); - } - if (has_slice_param()) { - if (slice_param_ != NULL) slice_param_->::caffe::SliceParameter::Clear(); - } - if (has_tanh_param()) { - if (tanh_param_ != NULL) tanh_param_->::caffe::TanHParameter::Clear(); - } - if (has_threshold_param()) { - if (threshold_param_ != NULL) threshold_param_->::caffe::ThresholdParameter::Clear(); - } - if (has_tile_param()) { - if (tile_param_ != NULL) tile_param_->::caffe::TileParameter::Clear(); - } - if (has_window_data_param()) { - if (window_data_param_ != NULL) window_data_param_->::caffe::WindowDataParameter::Clear(); - } - } - bottom_.Clear(); - top_.Clear(); - loss_weight_.Clear(); - param_.Clear(); - blobs_.Clear(); - propagate_down_.Clear(); - include_.Clear(); - exclude_.Clear(); - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool LayerParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.LayerParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(16383); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional string name = 1; - case 1: { - if (tag == 10) { - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_name())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->name().data(), this->name().length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.LayerParameter.name"); - } else { - goto handle_unusual; - } - if (input->ExpectTag(18)) goto parse_type; - break; - } - - // optional string type = 2; - case 2: { - if (tag == 18) { - parse_type: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_type())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->type().data(), this->type().length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.LayerParameter.type"); - } else { - goto handle_unusual; - } - if (input->ExpectTag(26)) goto parse_bottom; - break; - } - - // repeated string bottom = 3; - case 3: { - if (tag == 26) { - parse_bottom: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->add_bottom())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->bottom(this->bottom_size() - 1).data(), - this->bottom(this->bottom_size() - 1).length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.LayerParameter.bottom"); - } else { - goto handle_unusual; - } - if (input->ExpectTag(26)) goto parse_bottom; - if (input->ExpectTag(34)) goto parse_top; - break; - } - - // repeated string top = 4; - case 4: { - if (tag == 34) { - parse_top: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->add_top())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->top(this->top_size() - 1).data(), - this->top(this->top_size() - 1).length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.LayerParameter.top"); - } else { - goto handle_unusual; - } - if (input->ExpectTag(34)) goto parse_top; - if (input->ExpectTag(45)) goto parse_loss_weight; - break; - } - - // repeated float loss_weight = 5; - case 5: { - if (tag == 45) { - parse_loss_weight: - DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - 1, 45, input, this->mutable_loss_weight()))); - } else if (tag == 42) { - DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitiveNoInline< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, this->mutable_loss_weight()))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(45)) goto parse_loss_weight; - if (input->ExpectTag(50)) goto parse_param; - break; - } - - // repeated .caffe.ParamSpec param = 6; - case 6: { - if (tag == 50) { - parse_param: - DO_(input->IncrementRecursionDepth()); - parse_loop_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtualNoRecursionDepth( - input, add_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(50)) goto parse_loop_param; - if (input->ExpectTag(58)) goto parse_loop_blobs; - input->UnsafeDecrementRecursionDepth(); - break; - } - - // repeated .caffe.BlobProto blobs = 7; - case 7: { - if (tag == 58) { - DO_(input->IncrementRecursionDepth()); - parse_loop_blobs: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtualNoRecursionDepth( - input, add_blobs())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(58)) goto parse_loop_blobs; - if (input->ExpectTag(66)) goto parse_loop_include; - input->UnsafeDecrementRecursionDepth(); - break; - } - - // repeated .caffe.NetStateRule include = 8; - case 8: { - if (tag == 66) { - DO_(input->IncrementRecursionDepth()); - parse_loop_include: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtualNoRecursionDepth( - input, add_include())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(66)) goto parse_loop_include; - if (input->ExpectTag(74)) goto parse_loop_exclude; - input->UnsafeDecrementRecursionDepth(); - break; - } - - // repeated .caffe.NetStateRule exclude = 9; - case 9: { - if (tag == 74) { - DO_(input->IncrementRecursionDepth()); - parse_loop_exclude: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtualNoRecursionDepth( - input, add_exclude())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(74)) goto parse_loop_exclude; - input->UnsafeDecrementRecursionDepth(); - if (input->ExpectTag(80)) goto parse_phase; - break; - } - - // optional .caffe.Phase phase = 10; - case 10: { - if (tag == 80) { - parse_phase: - int value; - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - int, ::google::protobuf::internal::WireFormatLite::TYPE_ENUM>( - input, &value))); - if (::caffe::Phase_IsValid(value)) { - set_phase(static_cast< ::caffe::Phase >(value)); - } else { - mutable_unknown_fields()->AddVarint(10, value); - } - } else { - goto handle_unusual; - } - if (input->ExpectTag(88)) goto parse_propagate_down; - break; - } - - // repeated bool propagate_down = 11; - case 11: { - if (tag == 88) { - parse_propagate_down: - DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - 1, 88, input, this->mutable_propagate_down()))); - } else if (tag == 90) { - DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitiveNoInline< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, this->mutable_propagate_down()))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(88)) goto parse_propagate_down; - if (input->ExpectTag(802)) goto parse_transform_param; - break; - } - - // optional .caffe.TransformationParameter transform_param = 100; - case 100: { - if (tag == 802) { - parse_transform_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_transform_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(810)) goto parse_loss_param; - break; - } - - // optional .caffe.LossParameter loss_param = 101; - case 101: { - if (tag == 810) { - parse_loss_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_loss_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(818)) goto parse_accuracy_param; - break; - } - - // optional .caffe.AccuracyParameter accuracy_param = 102; - case 102: { - if (tag == 818) { - parse_accuracy_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_accuracy_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(826)) goto parse_argmax_param; - break; - } - - // optional .caffe.ArgMaxParameter argmax_param = 103; - case 103: { - if (tag == 826) { - parse_argmax_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_argmax_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(834)) goto parse_concat_param; - break; - } - - // optional .caffe.ConcatParameter concat_param = 104; - case 104: { - if (tag == 834) { - parse_concat_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_concat_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(842)) goto parse_contrastive_loss_param; - break; - } - - // optional .caffe.ContrastiveLossParameter contrastive_loss_param = 105; - case 105: { - if (tag == 842) { - parse_contrastive_loss_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_contrastive_loss_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(850)) goto parse_convolution_param; - break; - } - - // optional .caffe.ConvolutionParameter convolution_param = 106; - case 106: { - if (tag == 850) { - parse_convolution_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_convolution_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(858)) goto parse_data_param; - break; - } - - // optional .caffe.DataParameter data_param = 107; - case 107: { - if (tag == 858) { - parse_data_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_data_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(866)) goto parse_dropout_param; - break; - } - - // optional .caffe.DropoutParameter dropout_param = 108; - case 108: { - if (tag == 866) { - parse_dropout_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_dropout_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(874)) goto parse_dummy_data_param; - break; - } - - // optional .caffe.DummyDataParameter dummy_data_param = 109; - case 109: { - if (tag == 874) { - parse_dummy_data_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_dummy_data_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(882)) goto parse_eltwise_param; - break; - } - - // optional .caffe.EltwiseParameter eltwise_param = 110; - case 110: { - if (tag == 882) { - parse_eltwise_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_eltwise_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(890)) goto parse_exp_param; - break; - } - - // optional .caffe.ExpParameter exp_param = 111; - case 111: { - if (tag == 890) { - parse_exp_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_exp_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(898)) goto parse_hdf5_data_param; - break; - } - - // optional .caffe.HDF5DataParameter hdf5_data_param = 112; - case 112: { - if (tag == 898) { - parse_hdf5_data_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_hdf5_data_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(906)) goto parse_hdf5_output_param; - break; - } - - // optional .caffe.HDF5OutputParameter hdf5_output_param = 113; - case 113: { - if (tag == 906) { - parse_hdf5_output_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_hdf5_output_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(914)) goto parse_hinge_loss_param; - break; - } - - // optional .caffe.HingeLossParameter hinge_loss_param = 114; - case 114: { - if (tag == 914) { - parse_hinge_loss_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_hinge_loss_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(922)) goto parse_image_data_param; - break; - } - - // optional .caffe.ImageDataParameter image_data_param = 115; - case 115: { - if (tag == 922) { - parse_image_data_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_image_data_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(930)) goto parse_infogain_loss_param; - break; - } - - // optional .caffe.InfogainLossParameter infogain_loss_param = 116; - case 116: { - if (tag == 930) { - parse_infogain_loss_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_infogain_loss_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(938)) goto parse_inner_product_param; - break; - } - - // optional .caffe.InnerProductParameter inner_product_param = 117; - case 117: { - if (tag == 938) { - parse_inner_product_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_inner_product_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(946)) goto parse_lrn_param; - break; - } - - // optional .caffe.LRNParameter lrn_param = 118; - case 118: { - if (tag == 946) { - parse_lrn_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_lrn_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(954)) goto parse_memory_data_param; - break; - } - - // optional .caffe.MemoryDataParameter memory_data_param = 119; - case 119: { - if (tag == 954) { - parse_memory_data_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_memory_data_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(962)) goto parse_mvn_param; - break; - } - - // optional .caffe.MVNParameter mvn_param = 120; - case 120: { - if (tag == 962) { - parse_mvn_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_mvn_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(970)) goto parse_pooling_param; - break; - } - - // optional .caffe.PoolingParameter pooling_param = 121; - case 121: { - if (tag == 970) { - parse_pooling_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_pooling_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(978)) goto parse_power_param; - break; - } - - // optional .caffe.PowerParameter power_param = 122; - case 122: { - if (tag == 978) { - parse_power_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_power_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(986)) goto parse_relu_param; - break; - } - - // optional .caffe.ReLUParameter relu_param = 123; - case 123: { - if (tag == 986) { - parse_relu_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_relu_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(994)) goto parse_sigmoid_param; - break; - } - - // optional .caffe.SigmoidParameter sigmoid_param = 124; - case 124: { - if (tag == 994) { - parse_sigmoid_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_sigmoid_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(1002)) goto parse_softmax_param; - break; - } - - // optional .caffe.SoftmaxParameter softmax_param = 125; - case 125: { - if (tag == 1002) { - parse_softmax_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_softmax_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(1010)) goto parse_slice_param; - break; - } - - // optional .caffe.SliceParameter slice_param = 126; - case 126: { - if (tag == 1010) { - parse_slice_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_slice_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(1018)) goto parse_tanh_param; - break; - } - - // optional .caffe.TanHParameter tanh_param = 127; - case 127: { - if (tag == 1018) { - parse_tanh_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_tanh_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(1026)) goto parse_threshold_param; - break; - } - - // optional .caffe.ThresholdParameter threshold_param = 128; - case 128: { - if (tag == 1026) { - parse_threshold_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_threshold_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(1034)) goto parse_window_data_param; - break; - } - - // optional .caffe.WindowDataParameter window_data_param = 129; - case 129: { - if (tag == 1034) { - parse_window_data_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_window_data_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(1042)) goto parse_python_param; - break; - } - - // optional .caffe.PythonParameter python_param = 130; - case 130: { - if (tag == 1042) { - parse_python_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_python_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(1050)) goto parse_prelu_param; - break; - } - - // optional .caffe.PReLUParameter prelu_param = 131; - case 131: { - if (tag == 1050) { - parse_prelu_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_prelu_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(1058)) goto parse_spp_param; - break; - } - - // optional .caffe.SPPParameter spp_param = 132; - case 132: { - if (tag == 1058) { - parse_spp_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_spp_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(1066)) goto parse_reshape_param; - break; - } - - // optional .caffe.ReshapeParameter reshape_param = 133; - case 133: { - if (tag == 1066) { - parse_reshape_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_reshape_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(1074)) goto parse_log_param; - break; - } - - // optional .caffe.LogParameter log_param = 134; - case 134: { - if (tag == 1074) { - parse_log_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_log_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(1082)) goto parse_flatten_param; - break; - } - - // optional .caffe.FlattenParameter flatten_param = 135; - case 135: { - if (tag == 1082) { - parse_flatten_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_flatten_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(1090)) goto parse_reduction_param; - break; - } - - // optional .caffe.ReductionParameter reduction_param = 136; - case 136: { - if (tag == 1090) { - parse_reduction_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_reduction_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(1098)) goto parse_embed_param; - break; - } - - // optional .caffe.EmbedParameter embed_param = 137; - case 137: { - if (tag == 1098) { - parse_embed_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_embed_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(1106)) goto parse_tile_param; - break; - } - - // optional .caffe.TileParameter tile_param = 138; - case 138: { - if (tag == 1106) { - parse_tile_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_tile_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(1114)) goto parse_batch_norm_param; - break; - } - - // optional .caffe.BatchNormParameter batch_norm_param = 139; - case 139: { - if (tag == 1114) { - parse_batch_norm_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_batch_norm_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(1122)) goto parse_elu_param; - break; - } - - // optional .caffe.ELUParameter elu_param = 140; - case 140: { - if (tag == 1122) { - parse_elu_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_elu_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(1130)) goto parse_bias_param; - break; - } - - // optional .caffe.BiasParameter bias_param = 141; - case 141: { - if (tag == 1130) { - parse_bias_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_bias_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(1138)) goto parse_scale_param; - break; - } - - // optional .caffe.ScaleParameter scale_param = 142; - case 142: { - if (tag == 1138) { - parse_scale_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_scale_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(1146)) goto parse_input_param; - break; - } - - // optional .caffe.InputParameter input_param = 143; - case 143: { - if (tag == 1146) { - parse_input_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_input_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(1154)) goto parse_crop_param; - break; - } - - // optional .caffe.CropParameter crop_param = 144; - case 144: { - if (tag == 1154) { - parse_crop_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_crop_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(1162)) goto parse_parameter_param; - break; - } - - // optional .caffe.ParameterParameter parameter_param = 145; - case 145: { - if (tag == 1162) { - parse_parameter_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_parameter_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(1170)) goto parse_recurrent_param; - break; - } - - // optional .caffe.RecurrentParameter recurrent_param = 146; - case 146: { - if (tag == 1170) { - parse_recurrent_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_recurrent_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(1178)) goto parse_detection_output_param; - break; - } - - // optional .caffe.DetectionOutputParameter detection_output_param = 147; - case 147: { - if (tag == 1178) { - parse_detection_output_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_detection_output_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(1186)) goto parse_permute_param; - break; - } - - // optional .caffe.PermuteParameter permute_param = 148; - case 148: { - if (tag == 1186) { - parse_permute_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_permute_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(1194)) goto parse_norm_param; - break; - } - - // optional .caffe.NormalizeBBoxParameter norm_param = 149; - case 149: { - if (tag == 1194) { - parse_norm_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_norm_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(1202)) goto parse_prior_box_param; - break; - } - - // optional .caffe.PriorBoxParameter prior_box_param = 150; - case 150: { - if (tag == 1202) { - parse_prior_box_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_prior_box_param())); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.LayerParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.LayerParameter) - return false; -#undef DO_ -} - -void LayerParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.LayerParameter) - // optional string name = 1; - if (has_name()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->name().data(), this->name().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.LayerParameter.name"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 1, this->name(), output); - } - - // optional string type = 2; - if (has_type()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->type().data(), this->type().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.LayerParameter.type"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 2, this->type(), output); - } - - // repeated string bottom = 3; - for (int i = 0; i < this->bottom_size(); i++) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->bottom(i).data(), this->bottom(i).length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.LayerParameter.bottom"); - ::google::protobuf::internal::WireFormatLite::WriteString( - 3, this->bottom(i), output); - } - - // repeated string top = 4; - for (int i = 0; i < this->top_size(); i++) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->top(i).data(), this->top(i).length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.LayerParameter.top"); - ::google::protobuf::internal::WireFormatLite::WriteString( - 4, this->top(i), output); - } - - // repeated float loss_weight = 5; - for (int i = 0; i < this->loss_weight_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteFloat( - 5, this->loss_weight(i), output); - } - - // repeated .caffe.ParamSpec param = 6; - for (unsigned int i = 0, n = this->param_size(); i < n; i++) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 6, this->param(i), output); - } - - // repeated .caffe.BlobProto blobs = 7; - for (unsigned int i = 0, n = this->blobs_size(); i < n; i++) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 7, this->blobs(i), output); - } - - // repeated .caffe.NetStateRule include = 8; - for (unsigned int i = 0, n = this->include_size(); i < n; i++) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 8, this->include(i), output); - } - - // repeated .caffe.NetStateRule exclude = 9; - for (unsigned int i = 0, n = this->exclude_size(); i < n; i++) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 9, this->exclude(i), output); - } - - // optional .caffe.Phase phase = 10; - if (has_phase()) { - ::google::protobuf::internal::WireFormatLite::WriteEnum( - 10, this->phase(), output); - } - - // repeated bool propagate_down = 11; - for (int i = 0; i < this->propagate_down_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteBool( - 11, this->propagate_down(i), output); - } - - // optional .caffe.TransformationParameter transform_param = 100; - if (has_transform_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 100, *this->transform_param_, output); - } - - // optional .caffe.LossParameter loss_param = 101; - if (has_loss_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 101, *this->loss_param_, output); - } - - // optional .caffe.AccuracyParameter accuracy_param = 102; - if (has_accuracy_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 102, *this->accuracy_param_, output); - } - - // optional .caffe.ArgMaxParameter argmax_param = 103; - if (has_argmax_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 103, *this->argmax_param_, output); - } - - // optional .caffe.ConcatParameter concat_param = 104; - if (has_concat_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 104, *this->concat_param_, output); - } - - // optional .caffe.ContrastiveLossParameter contrastive_loss_param = 105; - if (has_contrastive_loss_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 105, *this->contrastive_loss_param_, output); - } - - // optional .caffe.ConvolutionParameter convolution_param = 106; - if (has_convolution_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 106, *this->convolution_param_, output); - } - - // optional .caffe.DataParameter data_param = 107; - if (has_data_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 107, *this->data_param_, output); - } - - // optional .caffe.DropoutParameter dropout_param = 108; - if (has_dropout_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 108, *this->dropout_param_, output); - } - - // optional .caffe.DummyDataParameter dummy_data_param = 109; - if (has_dummy_data_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 109, *this->dummy_data_param_, output); - } - - // optional .caffe.EltwiseParameter eltwise_param = 110; - if (has_eltwise_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 110, *this->eltwise_param_, output); - } - - // optional .caffe.ExpParameter exp_param = 111; - if (has_exp_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 111, *this->exp_param_, output); - } - - // optional .caffe.HDF5DataParameter hdf5_data_param = 112; - if (has_hdf5_data_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 112, *this->hdf5_data_param_, output); - } - - // optional .caffe.HDF5OutputParameter hdf5_output_param = 113; - if (has_hdf5_output_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 113, *this->hdf5_output_param_, output); - } - - // optional .caffe.HingeLossParameter hinge_loss_param = 114; - if (has_hinge_loss_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 114, *this->hinge_loss_param_, output); - } - - // optional .caffe.ImageDataParameter image_data_param = 115; - if (has_image_data_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 115, *this->image_data_param_, output); - } - - // optional .caffe.InfogainLossParameter infogain_loss_param = 116; - if (has_infogain_loss_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 116, *this->infogain_loss_param_, output); - } - - // optional .caffe.InnerProductParameter inner_product_param = 117; - if (has_inner_product_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 117, *this->inner_product_param_, output); - } - - // optional .caffe.LRNParameter lrn_param = 118; - if (has_lrn_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 118, *this->lrn_param_, output); - } - - // optional .caffe.MemoryDataParameter memory_data_param = 119; - if (has_memory_data_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 119, *this->memory_data_param_, output); - } - - // optional .caffe.MVNParameter mvn_param = 120; - if (has_mvn_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 120, *this->mvn_param_, output); - } - - // optional .caffe.PoolingParameter pooling_param = 121; - if (has_pooling_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 121, *this->pooling_param_, output); - } - - // optional .caffe.PowerParameter power_param = 122; - if (has_power_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 122, *this->power_param_, output); - } - - // optional .caffe.ReLUParameter relu_param = 123; - if (has_relu_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 123, *this->relu_param_, output); - } - - // optional .caffe.SigmoidParameter sigmoid_param = 124; - if (has_sigmoid_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 124, *this->sigmoid_param_, output); - } - - // optional .caffe.SoftmaxParameter softmax_param = 125; - if (has_softmax_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 125, *this->softmax_param_, output); - } - - // optional .caffe.SliceParameter slice_param = 126; - if (has_slice_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 126, *this->slice_param_, output); - } - - // optional .caffe.TanHParameter tanh_param = 127; - if (has_tanh_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 127, *this->tanh_param_, output); - } - - // optional .caffe.ThresholdParameter threshold_param = 128; - if (has_threshold_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 128, *this->threshold_param_, output); - } - - // optional .caffe.WindowDataParameter window_data_param = 129; - if (has_window_data_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 129, *this->window_data_param_, output); - } - - // optional .caffe.PythonParameter python_param = 130; - if (has_python_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 130, *this->python_param_, output); - } - - // optional .caffe.PReLUParameter prelu_param = 131; - if (has_prelu_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 131, *this->prelu_param_, output); - } - - // optional .caffe.SPPParameter spp_param = 132; - if (has_spp_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 132, *this->spp_param_, output); - } - - // optional .caffe.ReshapeParameter reshape_param = 133; - if (has_reshape_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 133, *this->reshape_param_, output); - } - - // optional .caffe.LogParameter log_param = 134; - if (has_log_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 134, *this->log_param_, output); - } - - // optional .caffe.FlattenParameter flatten_param = 135; - if (has_flatten_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 135, *this->flatten_param_, output); - } - - // optional .caffe.ReductionParameter reduction_param = 136; - if (has_reduction_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 136, *this->reduction_param_, output); - } - - // optional .caffe.EmbedParameter embed_param = 137; - if (has_embed_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 137, *this->embed_param_, output); - } - - // optional .caffe.TileParameter tile_param = 138; - if (has_tile_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 138, *this->tile_param_, output); - } - - // optional .caffe.BatchNormParameter batch_norm_param = 139; - if (has_batch_norm_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 139, *this->batch_norm_param_, output); - } - - // optional .caffe.ELUParameter elu_param = 140; - if (has_elu_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 140, *this->elu_param_, output); - } - - // optional .caffe.BiasParameter bias_param = 141; - if (has_bias_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 141, *this->bias_param_, output); - } - - // optional .caffe.ScaleParameter scale_param = 142; - if (has_scale_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 142, *this->scale_param_, output); - } - - // optional .caffe.InputParameter input_param = 143; - if (has_input_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 143, *this->input_param_, output); - } - - // optional .caffe.CropParameter crop_param = 144; - if (has_crop_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 144, *this->crop_param_, output); - } - - // optional .caffe.ParameterParameter parameter_param = 145; - if (has_parameter_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 145, *this->parameter_param_, output); - } - - // optional .caffe.RecurrentParameter recurrent_param = 146; - if (has_recurrent_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 146, *this->recurrent_param_, output); - } - - // optional .caffe.DetectionOutputParameter detection_output_param = 147; - if (has_detection_output_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 147, *this->detection_output_param_, output); - } - - // optional .caffe.PermuteParameter permute_param = 148; - if (has_permute_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 148, *this->permute_param_, output); - } - - // optional .caffe.NormalizeBBoxParameter norm_param = 149; - if (has_norm_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 149, *this->norm_param_, output); - } - - // optional .caffe.PriorBoxParameter prior_box_param = 150; - if (has_prior_box_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 150, *this->prior_box_param_, output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.LayerParameter) -} - -::google::protobuf::uint8* LayerParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.LayerParameter) - // optional string name = 1; - if (has_name()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->name().data(), this->name().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.LayerParameter.name"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 1, this->name(), target); - } - - // optional string type = 2; - if (has_type()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->type().data(), this->type().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.LayerParameter.type"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 2, this->type(), target); - } - - // repeated string bottom = 3; - for (int i = 0; i < this->bottom_size(); i++) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->bottom(i).data(), this->bottom(i).length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.LayerParameter.bottom"); - target = ::google::protobuf::internal::WireFormatLite:: - WriteStringToArray(3, this->bottom(i), target); - } - - // repeated string top = 4; - for (int i = 0; i < this->top_size(); i++) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->top(i).data(), this->top(i).length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.LayerParameter.top"); - target = ::google::protobuf::internal::WireFormatLite:: - WriteStringToArray(4, this->top(i), target); - } - - // repeated float loss_weight = 5; - for (int i = 0; i < this->loss_weight_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite:: - WriteFloatToArray(5, this->loss_weight(i), target); - } - - // repeated .caffe.ParamSpec param = 6; - for (unsigned int i = 0, n = this->param_size(); i < n; i++) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 6, this->param(i), false, target); - } - - // repeated .caffe.BlobProto blobs = 7; - for (unsigned int i = 0, n = this->blobs_size(); i < n; i++) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 7, this->blobs(i), false, target); - } - - // repeated .caffe.NetStateRule include = 8; - for (unsigned int i = 0, n = this->include_size(); i < n; i++) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 8, this->include(i), false, target); - } - - // repeated .caffe.NetStateRule exclude = 9; - for (unsigned int i = 0, n = this->exclude_size(); i < n; i++) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 9, this->exclude(i), false, target); - } - - // optional .caffe.Phase phase = 10; - if (has_phase()) { - target = ::google::protobuf::internal::WireFormatLite::WriteEnumToArray( - 10, this->phase(), target); - } - - // repeated bool propagate_down = 11; - for (int i = 0; i < this->propagate_down_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite:: - WriteBoolToArray(11, this->propagate_down(i), target); - } - - // optional .caffe.TransformationParameter transform_param = 100; - if (has_transform_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 100, *this->transform_param_, false, target); - } - - // optional .caffe.LossParameter loss_param = 101; - if (has_loss_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 101, *this->loss_param_, false, target); - } - - // optional .caffe.AccuracyParameter accuracy_param = 102; - if (has_accuracy_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 102, *this->accuracy_param_, false, target); - } - - // optional .caffe.ArgMaxParameter argmax_param = 103; - if (has_argmax_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 103, *this->argmax_param_, false, target); - } - - // optional .caffe.ConcatParameter concat_param = 104; - if (has_concat_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 104, *this->concat_param_, false, target); - } - - // optional .caffe.ContrastiveLossParameter contrastive_loss_param = 105; - if (has_contrastive_loss_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 105, *this->contrastive_loss_param_, false, target); - } - - // optional .caffe.ConvolutionParameter convolution_param = 106; - if (has_convolution_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 106, *this->convolution_param_, false, target); - } - - // optional .caffe.DataParameter data_param = 107; - if (has_data_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 107, *this->data_param_, false, target); - } - - // optional .caffe.DropoutParameter dropout_param = 108; - if (has_dropout_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 108, *this->dropout_param_, false, target); - } - - // optional .caffe.DummyDataParameter dummy_data_param = 109; - if (has_dummy_data_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 109, *this->dummy_data_param_, false, target); - } - - // optional .caffe.EltwiseParameter eltwise_param = 110; - if (has_eltwise_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 110, *this->eltwise_param_, false, target); - } - - // optional .caffe.ExpParameter exp_param = 111; - if (has_exp_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 111, *this->exp_param_, false, target); - } - - // optional .caffe.HDF5DataParameter hdf5_data_param = 112; - if (has_hdf5_data_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 112, *this->hdf5_data_param_, false, target); - } - - // optional .caffe.HDF5OutputParameter hdf5_output_param = 113; - if (has_hdf5_output_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 113, *this->hdf5_output_param_, false, target); - } - - // optional .caffe.HingeLossParameter hinge_loss_param = 114; - if (has_hinge_loss_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 114, *this->hinge_loss_param_, false, target); - } - - // optional .caffe.ImageDataParameter image_data_param = 115; - if (has_image_data_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 115, *this->image_data_param_, false, target); - } - - // optional .caffe.InfogainLossParameter infogain_loss_param = 116; - if (has_infogain_loss_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 116, *this->infogain_loss_param_, false, target); - } - - // optional .caffe.InnerProductParameter inner_product_param = 117; - if (has_inner_product_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 117, *this->inner_product_param_, false, target); - } - - // optional .caffe.LRNParameter lrn_param = 118; - if (has_lrn_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 118, *this->lrn_param_, false, target); - } - - // optional .caffe.MemoryDataParameter memory_data_param = 119; - if (has_memory_data_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 119, *this->memory_data_param_, false, target); - } - - // optional .caffe.MVNParameter mvn_param = 120; - if (has_mvn_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 120, *this->mvn_param_, false, target); - } - - // optional .caffe.PoolingParameter pooling_param = 121; - if (has_pooling_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 121, *this->pooling_param_, false, target); - } - - // optional .caffe.PowerParameter power_param = 122; - if (has_power_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 122, *this->power_param_, false, target); - } - - // optional .caffe.ReLUParameter relu_param = 123; - if (has_relu_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 123, *this->relu_param_, false, target); - } - - // optional .caffe.SigmoidParameter sigmoid_param = 124; - if (has_sigmoid_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 124, *this->sigmoid_param_, false, target); - } - - // optional .caffe.SoftmaxParameter softmax_param = 125; - if (has_softmax_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 125, *this->softmax_param_, false, target); - } - - // optional .caffe.SliceParameter slice_param = 126; - if (has_slice_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 126, *this->slice_param_, false, target); - } - - // optional .caffe.TanHParameter tanh_param = 127; - if (has_tanh_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 127, *this->tanh_param_, false, target); - } - - // optional .caffe.ThresholdParameter threshold_param = 128; - if (has_threshold_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 128, *this->threshold_param_, false, target); - } - - // optional .caffe.WindowDataParameter window_data_param = 129; - if (has_window_data_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 129, *this->window_data_param_, false, target); - } - - // optional .caffe.PythonParameter python_param = 130; - if (has_python_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 130, *this->python_param_, false, target); - } - - // optional .caffe.PReLUParameter prelu_param = 131; - if (has_prelu_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 131, *this->prelu_param_, false, target); - } - - // optional .caffe.SPPParameter spp_param = 132; - if (has_spp_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 132, *this->spp_param_, false, target); - } - - // optional .caffe.ReshapeParameter reshape_param = 133; - if (has_reshape_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 133, *this->reshape_param_, false, target); - } - - // optional .caffe.LogParameter log_param = 134; - if (has_log_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 134, *this->log_param_, false, target); - } - - // optional .caffe.FlattenParameter flatten_param = 135; - if (has_flatten_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 135, *this->flatten_param_, false, target); - } - - // optional .caffe.ReductionParameter reduction_param = 136; - if (has_reduction_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 136, *this->reduction_param_, false, target); - } - - // optional .caffe.EmbedParameter embed_param = 137; - if (has_embed_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 137, *this->embed_param_, false, target); - } - - // optional .caffe.TileParameter tile_param = 138; - if (has_tile_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 138, *this->tile_param_, false, target); - } - - // optional .caffe.BatchNormParameter batch_norm_param = 139; - if (has_batch_norm_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 139, *this->batch_norm_param_, false, target); - } - - // optional .caffe.ELUParameter elu_param = 140; - if (has_elu_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 140, *this->elu_param_, false, target); - } - - // optional .caffe.BiasParameter bias_param = 141; - if (has_bias_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 141, *this->bias_param_, false, target); - } - - // optional .caffe.ScaleParameter scale_param = 142; - if (has_scale_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 142, *this->scale_param_, false, target); - } - - // optional .caffe.InputParameter input_param = 143; - if (has_input_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 143, *this->input_param_, false, target); - } - - // optional .caffe.CropParameter crop_param = 144; - if (has_crop_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 144, *this->crop_param_, false, target); - } - - // optional .caffe.ParameterParameter parameter_param = 145; - if (has_parameter_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 145, *this->parameter_param_, false, target); - } - - // optional .caffe.RecurrentParameter recurrent_param = 146; - if (has_recurrent_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 146, *this->recurrent_param_, false, target); - } - - // optional .caffe.DetectionOutputParameter detection_output_param = 147; - if (has_detection_output_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 147, *this->detection_output_param_, false, target); - } - - // optional .caffe.PermuteParameter permute_param = 148; - if (has_permute_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 148, *this->permute_param_, false, target); - } - - // optional .caffe.NormalizeBBoxParameter norm_param = 149; - if (has_norm_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 149, *this->norm_param_, false, target); - } - - // optional .caffe.PriorBoxParameter prior_box_param = 150; - if (has_prior_box_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 150, *this->prior_box_param_, false, target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.LayerParameter) - return target; -} - -size_t LayerParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.LayerParameter) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 19u) { - // optional string name = 1; - if (has_name()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->name()); - } - - // optional string type = 2; - if (has_type()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->type()); - } - - // optional .caffe.Phase phase = 10; - if (has_phase()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::EnumSize(this->phase()); - } - - } - if (_has_bits_[11 / 32] & 63488u) { - // optional .caffe.TransformationParameter transform_param = 100; - if (has_transform_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->transform_param_); - } - - // optional .caffe.LossParameter loss_param = 101; - if (has_loss_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->loss_param_); - } - - // optional .caffe.AccuracyParameter accuracy_param = 102; - if (has_accuracy_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->accuracy_param_); - } - - // optional .caffe.ArgMaxParameter argmax_param = 103; - if (has_argmax_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->argmax_param_); - } - - // optional .caffe.BatchNormParameter batch_norm_param = 139; - if (has_batch_norm_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->batch_norm_param_); - } - - } - if (_has_bits_[16 / 32] & 16711680u) { - // optional .caffe.BiasParameter bias_param = 141; - if (has_bias_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->bias_param_); - } - - // optional .caffe.ConcatParameter concat_param = 104; - if (has_concat_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->concat_param_); - } - - // optional .caffe.ContrastiveLossParameter contrastive_loss_param = 105; - if (has_contrastive_loss_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->contrastive_loss_param_); - } - - // optional .caffe.ConvolutionParameter convolution_param = 106; - if (has_convolution_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->convolution_param_); - } - - // optional .caffe.CropParameter crop_param = 144; - if (has_crop_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->crop_param_); - } - - // optional .caffe.DataParameter data_param = 107; - if (has_data_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->data_param_); - } - - // optional .caffe.DetectionOutputParameter detection_output_param = 147; - if (has_detection_output_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->detection_output_param_); - } - - // optional .caffe.DropoutParameter dropout_param = 108; - if (has_dropout_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->dropout_param_); - } - - } - if (_has_bits_[24 / 32] & 4278190080u) { - // optional .caffe.DummyDataParameter dummy_data_param = 109; - if (has_dummy_data_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->dummy_data_param_); - } - - // optional .caffe.EltwiseParameter eltwise_param = 110; - if (has_eltwise_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->eltwise_param_); - } - - // optional .caffe.ELUParameter elu_param = 140; - if (has_elu_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->elu_param_); - } - - // optional .caffe.EmbedParameter embed_param = 137; - if (has_embed_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->embed_param_); - } - - // optional .caffe.ExpParameter exp_param = 111; - if (has_exp_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->exp_param_); - } - - // optional .caffe.FlattenParameter flatten_param = 135; - if (has_flatten_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->flatten_param_); - } - - // optional .caffe.HDF5DataParameter hdf5_data_param = 112; - if (has_hdf5_data_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->hdf5_data_param_); - } - - // optional .caffe.HDF5OutputParameter hdf5_output_param = 113; - if (has_hdf5_output_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->hdf5_output_param_); - } - - } - if (_has_bits_[32 / 32] & 255u) { - // optional .caffe.HingeLossParameter hinge_loss_param = 114; - if (has_hinge_loss_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->hinge_loss_param_); - } - - // optional .caffe.ImageDataParameter image_data_param = 115; - if (has_image_data_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->image_data_param_); - } - - // optional .caffe.InfogainLossParameter infogain_loss_param = 116; - if (has_infogain_loss_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->infogain_loss_param_); - } - - // optional .caffe.InnerProductParameter inner_product_param = 117; - if (has_inner_product_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->inner_product_param_); - } - - // optional .caffe.InputParameter input_param = 143; - if (has_input_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->input_param_); - } - - // optional .caffe.LogParameter log_param = 134; - if (has_log_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->log_param_); - } - - // optional .caffe.LRNParameter lrn_param = 118; - if (has_lrn_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->lrn_param_); - } - - // optional .caffe.MemoryDataParameter memory_data_param = 119; - if (has_memory_data_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->memory_data_param_); - } - - } - if (_has_bits_[40 / 32] & 65280u) { - // optional .caffe.MVNParameter mvn_param = 120; - if (has_mvn_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->mvn_param_); - } - - // optional .caffe.NormalizeBBoxParameter norm_param = 149; - if (has_norm_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->norm_param_); - } - - // optional .caffe.PermuteParameter permute_param = 148; - if (has_permute_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->permute_param_); - } - - // optional .caffe.ParameterParameter parameter_param = 145; - if (has_parameter_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->parameter_param_); - } - - // optional .caffe.PoolingParameter pooling_param = 121; - if (has_pooling_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->pooling_param_); - } - - // optional .caffe.PowerParameter power_param = 122; - if (has_power_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->power_param_); - } - - // optional .caffe.PReLUParameter prelu_param = 131; - if (has_prelu_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->prelu_param_); - } - - // optional .caffe.PriorBoxParameter prior_box_param = 150; - if (has_prior_box_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->prior_box_param_); - } - - } - if (_has_bits_[48 / 32] & 16711680u) { - // optional .caffe.PythonParameter python_param = 130; - if (has_python_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->python_param_); - } - - // optional .caffe.RecurrentParameter recurrent_param = 146; - if (has_recurrent_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->recurrent_param_); - } - - // optional .caffe.ReductionParameter reduction_param = 136; - if (has_reduction_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->reduction_param_); - } - - // optional .caffe.ReLUParameter relu_param = 123; - if (has_relu_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->relu_param_); - } - - // optional .caffe.ReshapeParameter reshape_param = 133; - if (has_reshape_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->reshape_param_); - } - - // optional .caffe.ScaleParameter scale_param = 142; - if (has_scale_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->scale_param_); - } - - // optional .caffe.SigmoidParameter sigmoid_param = 124; - if (has_sigmoid_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->sigmoid_param_); - } - - // optional .caffe.SoftmaxParameter softmax_param = 125; - if (has_softmax_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->softmax_param_); - } - - } - if (_has_bits_[56 / 32] & 1056964608u) { - // optional .caffe.SPPParameter spp_param = 132; - if (has_spp_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->spp_param_); - } - - // optional .caffe.SliceParameter slice_param = 126; - if (has_slice_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->slice_param_); - } - - // optional .caffe.TanHParameter tanh_param = 127; - if (has_tanh_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->tanh_param_); - } - - // optional .caffe.ThresholdParameter threshold_param = 128; - if (has_threshold_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->threshold_param_); - } - - // optional .caffe.TileParameter tile_param = 138; - if (has_tile_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->tile_param_); - } - - // optional .caffe.WindowDataParameter window_data_param = 129; - if (has_window_data_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->window_data_param_); - } - - } - // repeated string bottom = 3; - total_size += 1 * - ::google::protobuf::internal::FromIntSize(this->bottom_size()); - for (int i = 0; i < this->bottom_size(); i++) { - total_size += ::google::protobuf::internal::WireFormatLite::StringSize( - this->bottom(i)); - } - - // repeated string top = 4; - total_size += 1 * - ::google::protobuf::internal::FromIntSize(this->top_size()); - for (int i = 0; i < this->top_size(); i++) { - total_size += ::google::protobuf::internal::WireFormatLite::StringSize( - this->top(i)); - } - - // repeated float loss_weight = 5; - { - size_t data_size = 0; - unsigned int count = this->loss_weight_size(); - data_size = 4UL * count; - total_size += 1 * - ::google::protobuf::internal::FromIntSize(this->loss_weight_size()); - total_size += data_size; - } - - // repeated .caffe.ParamSpec param = 6; - { - unsigned int count = this->param_size(); - total_size += 1UL * count; - for (unsigned int i = 0; i < count; i++) { - total_size += - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - this->param(i)); - } - } - - // repeated .caffe.BlobProto blobs = 7; - { - unsigned int count = this->blobs_size(); - total_size += 1UL * count; - for (unsigned int i = 0; i < count; i++) { - total_size += - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - this->blobs(i)); - } - } - - // repeated bool propagate_down = 11; - { - size_t data_size = 0; - unsigned int count = this->propagate_down_size(); - data_size = 1UL * count; - total_size += 1 * - ::google::protobuf::internal::FromIntSize(this->propagate_down_size()); - total_size += data_size; - } - - // repeated .caffe.NetStateRule include = 8; - { - unsigned int count = this->include_size(); - total_size += 1UL * count; - for (unsigned int i = 0; i < count; i++) { - total_size += - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - this->include(i)); - } - } - - // repeated .caffe.NetStateRule exclude = 9; - { - unsigned int count = this->exclude_size(); - total_size += 1UL * count; - for (unsigned int i = 0; i < count; i++) { - total_size += - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - this->exclude(i)); - } - } - - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void LayerParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.LayerParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const LayerParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.LayerParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.LayerParameter) - UnsafeMergeFrom(*source); - } -} - -void LayerParameter::MergeFrom(const LayerParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.LayerParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void LayerParameter::UnsafeMergeFrom(const LayerParameter& from) { - GOOGLE_DCHECK(&from != this); - bottom_.UnsafeMergeFrom(from.bottom_); - top_.UnsafeMergeFrom(from.top_); - loss_weight_.UnsafeMergeFrom(from.loss_weight_); - param_.MergeFrom(from.param_); - blobs_.MergeFrom(from.blobs_); - propagate_down_.UnsafeMergeFrom(from.propagate_down_); - include_.MergeFrom(from.include_); - exclude_.MergeFrom(from.exclude_); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_name()) { - set_has_name(); - name_.AssignWithDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), from.name_); - } - if (from.has_type()) { - set_has_type(); - type_.AssignWithDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), from.type_); - } - if (from.has_phase()) { - set_phase(from.phase()); - } - } - if (from._has_bits_[11 / 32] & (0xffu << (11 % 32))) { - if (from.has_transform_param()) { - mutable_transform_param()->::caffe::TransformationParameter::MergeFrom(from.transform_param()); - } - if (from.has_loss_param()) { - mutable_loss_param()->::caffe::LossParameter::MergeFrom(from.loss_param()); - } - if (from.has_accuracy_param()) { - mutable_accuracy_param()->::caffe::AccuracyParameter::MergeFrom(from.accuracy_param()); - } - if (from.has_argmax_param()) { - mutable_argmax_param()->::caffe::ArgMaxParameter::MergeFrom(from.argmax_param()); - } - if (from.has_batch_norm_param()) { - mutable_batch_norm_param()->::caffe::BatchNormParameter::MergeFrom(from.batch_norm_param()); - } - } - if (from._has_bits_[16 / 32] & (0xffu << (16 % 32))) { - if (from.has_bias_param()) { - mutable_bias_param()->::caffe::BiasParameter::MergeFrom(from.bias_param()); - } - if (from.has_concat_param()) { - mutable_concat_param()->::caffe::ConcatParameter::MergeFrom(from.concat_param()); - } - if (from.has_contrastive_loss_param()) { - mutable_contrastive_loss_param()->::caffe::ContrastiveLossParameter::MergeFrom(from.contrastive_loss_param()); - } - if (from.has_convolution_param()) { - mutable_convolution_param()->::caffe::ConvolutionParameter::MergeFrom(from.convolution_param()); - } - if (from.has_crop_param()) { - mutable_crop_param()->::caffe::CropParameter::MergeFrom(from.crop_param()); - } - if (from.has_data_param()) { - mutable_data_param()->::caffe::DataParameter::MergeFrom(from.data_param()); - } - if (from.has_detection_output_param()) { - mutable_detection_output_param()->::caffe::DetectionOutputParameter::MergeFrom(from.detection_output_param()); - } - if (from.has_dropout_param()) { - mutable_dropout_param()->::caffe::DropoutParameter::MergeFrom(from.dropout_param()); - } - } - if (from._has_bits_[24 / 32] & (0xffu << (24 % 32))) { - if (from.has_dummy_data_param()) { - mutable_dummy_data_param()->::caffe::DummyDataParameter::MergeFrom(from.dummy_data_param()); - } - if (from.has_eltwise_param()) { - mutable_eltwise_param()->::caffe::EltwiseParameter::MergeFrom(from.eltwise_param()); - } - if (from.has_elu_param()) { - mutable_elu_param()->::caffe::ELUParameter::MergeFrom(from.elu_param()); - } - if (from.has_embed_param()) { - mutable_embed_param()->::caffe::EmbedParameter::MergeFrom(from.embed_param()); - } - if (from.has_exp_param()) { - mutable_exp_param()->::caffe::ExpParameter::MergeFrom(from.exp_param()); - } - if (from.has_flatten_param()) { - mutable_flatten_param()->::caffe::FlattenParameter::MergeFrom(from.flatten_param()); - } - if (from.has_hdf5_data_param()) { - mutable_hdf5_data_param()->::caffe::HDF5DataParameter::MergeFrom(from.hdf5_data_param()); - } - if (from.has_hdf5_output_param()) { - mutable_hdf5_output_param()->::caffe::HDF5OutputParameter::MergeFrom(from.hdf5_output_param()); - } - } - if (from._has_bits_[32 / 32] & (0xffu << (32 % 32))) { - if (from.has_hinge_loss_param()) { - mutable_hinge_loss_param()->::caffe::HingeLossParameter::MergeFrom(from.hinge_loss_param()); - } - if (from.has_image_data_param()) { - mutable_image_data_param()->::caffe::ImageDataParameter::MergeFrom(from.image_data_param()); - } - if (from.has_infogain_loss_param()) { - mutable_infogain_loss_param()->::caffe::InfogainLossParameter::MergeFrom(from.infogain_loss_param()); - } - if (from.has_inner_product_param()) { - mutable_inner_product_param()->::caffe::InnerProductParameter::MergeFrom(from.inner_product_param()); - } - if (from.has_input_param()) { - mutable_input_param()->::caffe::InputParameter::MergeFrom(from.input_param()); - } - if (from.has_log_param()) { - mutable_log_param()->::caffe::LogParameter::MergeFrom(from.log_param()); - } - if (from.has_lrn_param()) { - mutable_lrn_param()->::caffe::LRNParameter::MergeFrom(from.lrn_param()); - } - if (from.has_memory_data_param()) { - mutable_memory_data_param()->::caffe::MemoryDataParameter::MergeFrom(from.memory_data_param()); - } - } - if (from._has_bits_[40 / 32] & (0xffu << (40 % 32))) { - if (from.has_mvn_param()) { - mutable_mvn_param()->::caffe::MVNParameter::MergeFrom(from.mvn_param()); - } - if (from.has_norm_param()) { - mutable_norm_param()->::caffe::NormalizeBBoxParameter::MergeFrom(from.norm_param()); - } - if (from.has_permute_param()) { - mutable_permute_param()->::caffe::PermuteParameter::MergeFrom(from.permute_param()); - } - if (from.has_parameter_param()) { - mutable_parameter_param()->::caffe::ParameterParameter::MergeFrom(from.parameter_param()); - } - if (from.has_pooling_param()) { - mutable_pooling_param()->::caffe::PoolingParameter::MergeFrom(from.pooling_param()); - } - if (from.has_power_param()) { - mutable_power_param()->::caffe::PowerParameter::MergeFrom(from.power_param()); - } - if (from.has_prelu_param()) { - mutable_prelu_param()->::caffe::PReLUParameter::MergeFrom(from.prelu_param()); - } - if (from.has_prior_box_param()) { - mutable_prior_box_param()->::caffe::PriorBoxParameter::MergeFrom(from.prior_box_param()); - } - } - if (from._has_bits_[48 / 32] & (0xffu << (48 % 32))) { - if (from.has_python_param()) { - mutable_python_param()->::caffe::PythonParameter::MergeFrom(from.python_param()); - } - if (from.has_recurrent_param()) { - mutable_recurrent_param()->::caffe::RecurrentParameter::MergeFrom(from.recurrent_param()); - } - if (from.has_reduction_param()) { - mutable_reduction_param()->::caffe::ReductionParameter::MergeFrom(from.reduction_param()); - } - if (from.has_relu_param()) { - mutable_relu_param()->::caffe::ReLUParameter::MergeFrom(from.relu_param()); - } - if (from.has_reshape_param()) { - mutable_reshape_param()->::caffe::ReshapeParameter::MergeFrom(from.reshape_param()); - } - if (from.has_scale_param()) { - mutable_scale_param()->::caffe::ScaleParameter::MergeFrom(from.scale_param()); - } - if (from.has_sigmoid_param()) { - mutable_sigmoid_param()->::caffe::SigmoidParameter::MergeFrom(from.sigmoid_param()); - } - if (from.has_softmax_param()) { - mutable_softmax_param()->::caffe::SoftmaxParameter::MergeFrom(from.softmax_param()); - } - } - if (from._has_bits_[56 / 32] & (0xffu << (56 % 32))) { - if (from.has_spp_param()) { - mutable_spp_param()->::caffe::SPPParameter::MergeFrom(from.spp_param()); - } - if (from.has_slice_param()) { - mutable_slice_param()->::caffe::SliceParameter::MergeFrom(from.slice_param()); - } - if (from.has_tanh_param()) { - mutable_tanh_param()->::caffe::TanHParameter::MergeFrom(from.tanh_param()); - } - if (from.has_threshold_param()) { - mutable_threshold_param()->::caffe::ThresholdParameter::MergeFrom(from.threshold_param()); - } - if (from.has_tile_param()) { - mutable_tile_param()->::caffe::TileParameter::MergeFrom(from.tile_param()); - } - if (from.has_window_data_param()) { - mutable_window_data_param()->::caffe::WindowDataParameter::MergeFrom(from.window_data_param()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void LayerParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.LayerParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void LayerParameter::CopyFrom(const LayerParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.LayerParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool LayerParameter::IsInitialized() const { - - return true; -} - -void LayerParameter::Swap(LayerParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void LayerParameter::InternalSwap(LayerParameter* other) { - name_.Swap(&other->name_); - type_.Swap(&other->type_); - bottom_.UnsafeArenaSwap(&other->bottom_); - top_.UnsafeArenaSwap(&other->top_); - std::swap(phase_, other->phase_); - loss_weight_.UnsafeArenaSwap(&other->loss_weight_); - param_.UnsafeArenaSwap(&other->param_); - blobs_.UnsafeArenaSwap(&other->blobs_); - propagate_down_.UnsafeArenaSwap(&other->propagate_down_); - include_.UnsafeArenaSwap(&other->include_); - exclude_.UnsafeArenaSwap(&other->exclude_); - std::swap(transform_param_, other->transform_param_); - std::swap(loss_param_, other->loss_param_); - std::swap(accuracy_param_, other->accuracy_param_); - std::swap(argmax_param_, other->argmax_param_); - std::swap(batch_norm_param_, other->batch_norm_param_); - std::swap(bias_param_, other->bias_param_); - std::swap(concat_param_, other->concat_param_); - std::swap(contrastive_loss_param_, other->contrastive_loss_param_); - std::swap(convolution_param_, other->convolution_param_); - std::swap(crop_param_, other->crop_param_); - std::swap(data_param_, other->data_param_); - std::swap(detection_output_param_, other->detection_output_param_); - std::swap(dropout_param_, other->dropout_param_); - std::swap(dummy_data_param_, other->dummy_data_param_); - std::swap(eltwise_param_, other->eltwise_param_); - std::swap(elu_param_, other->elu_param_); - std::swap(embed_param_, other->embed_param_); - std::swap(exp_param_, other->exp_param_); - std::swap(flatten_param_, other->flatten_param_); - std::swap(hdf5_data_param_, other->hdf5_data_param_); - std::swap(hdf5_output_param_, other->hdf5_output_param_); - std::swap(hinge_loss_param_, other->hinge_loss_param_); - std::swap(image_data_param_, other->image_data_param_); - std::swap(infogain_loss_param_, other->infogain_loss_param_); - std::swap(inner_product_param_, other->inner_product_param_); - std::swap(input_param_, other->input_param_); - std::swap(log_param_, other->log_param_); - std::swap(lrn_param_, other->lrn_param_); - std::swap(memory_data_param_, other->memory_data_param_); - std::swap(mvn_param_, other->mvn_param_); - std::swap(norm_param_, other->norm_param_); - std::swap(permute_param_, other->permute_param_); - std::swap(parameter_param_, other->parameter_param_); - std::swap(pooling_param_, other->pooling_param_); - std::swap(power_param_, other->power_param_); - std::swap(prelu_param_, other->prelu_param_); - std::swap(prior_box_param_, other->prior_box_param_); - std::swap(python_param_, other->python_param_); - std::swap(recurrent_param_, other->recurrent_param_); - std::swap(reduction_param_, other->reduction_param_); - std::swap(relu_param_, other->relu_param_); - std::swap(reshape_param_, other->reshape_param_); - std::swap(scale_param_, other->scale_param_); - std::swap(sigmoid_param_, other->sigmoid_param_); - std::swap(softmax_param_, other->softmax_param_); - std::swap(spp_param_, other->spp_param_); - std::swap(slice_param_, other->slice_param_); - std::swap(tanh_param_, other->tanh_param_); - std::swap(threshold_param_, other->threshold_param_); - std::swap(tile_param_, other->tile_param_); - std::swap(window_data_param_, other->window_data_param_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - std::swap(_has_bits_[1], other->_has_bits_[1]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata LayerParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = LayerParameter_descriptor_; - metadata.reflection = LayerParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// LayerParameter - -// optional string name = 1; -bool LayerParameter::has_name() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void LayerParameter::set_has_name() { - _has_bits_[0] |= 0x00000001u; -} -void LayerParameter::clear_has_name() { - _has_bits_[0] &= ~0x00000001u; -} -void LayerParameter::clear_name() { - name_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_name(); -} -const ::std::string& LayerParameter::name() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.name) - return name_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void LayerParameter::set_name(const ::std::string& value) { - set_has_name(); - name_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.LayerParameter.name) -} -void LayerParameter::set_name(const char* value) { - set_has_name(); - name_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.LayerParameter.name) -} -void LayerParameter::set_name(const char* value, size_t size) { - set_has_name(); - name_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.LayerParameter.name) -} -::std::string* LayerParameter::mutable_name() { - set_has_name(); - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.name) - return name_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -::std::string* LayerParameter::release_name() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.name) - clear_has_name(); - return name_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void LayerParameter::set_allocated_name(::std::string* name) { - if (name != NULL) { - set_has_name(); - } else { - clear_has_name(); - } - name_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), name); - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.name) -} - -// optional string type = 2; -bool LayerParameter::has_type() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void LayerParameter::set_has_type() { - _has_bits_[0] |= 0x00000002u; -} -void LayerParameter::clear_has_type() { - _has_bits_[0] &= ~0x00000002u; -} -void LayerParameter::clear_type() { - type_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_type(); -} -const ::std::string& LayerParameter::type() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.type) - return type_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void LayerParameter::set_type(const ::std::string& value) { - set_has_type(); - type_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.LayerParameter.type) -} -void LayerParameter::set_type(const char* value) { - set_has_type(); - type_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.LayerParameter.type) -} -void LayerParameter::set_type(const char* value, size_t size) { - set_has_type(); - type_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.LayerParameter.type) -} -::std::string* LayerParameter::mutable_type() { - set_has_type(); - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.type) - return type_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -::std::string* LayerParameter::release_type() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.type) - clear_has_type(); - return type_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void LayerParameter::set_allocated_type(::std::string* type) { - if (type != NULL) { - set_has_type(); - } else { - clear_has_type(); - } - type_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), type); - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.type) -} - -// repeated string bottom = 3; -int LayerParameter::bottom_size() const { - return bottom_.size(); -} -void LayerParameter::clear_bottom() { - bottom_.Clear(); -} -const ::std::string& LayerParameter::bottom(int index) const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.bottom) - return bottom_.Get(index); -} -::std::string* LayerParameter::mutable_bottom(int index) { - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.bottom) - return bottom_.Mutable(index); -} -void LayerParameter::set_bottom(int index, const ::std::string& value) { - // @@protoc_insertion_point(field_set:caffe.LayerParameter.bottom) - bottom_.Mutable(index)->assign(value); -} -void LayerParameter::set_bottom(int index, const char* value) { - bottom_.Mutable(index)->assign(value); - // @@protoc_insertion_point(field_set_char:caffe.LayerParameter.bottom) -} -void LayerParameter::set_bottom(int index, const char* value, size_t size) { - bottom_.Mutable(index)->assign( - reinterpret_cast(value), size); - // @@protoc_insertion_point(field_set_pointer:caffe.LayerParameter.bottom) -} -::std::string* LayerParameter::add_bottom() { - // @@protoc_insertion_point(field_add_mutable:caffe.LayerParameter.bottom) - return bottom_.Add(); -} -void LayerParameter::add_bottom(const ::std::string& value) { - bottom_.Add()->assign(value); - // @@protoc_insertion_point(field_add:caffe.LayerParameter.bottom) -} -void LayerParameter::add_bottom(const char* value) { - bottom_.Add()->assign(value); - // @@protoc_insertion_point(field_add_char:caffe.LayerParameter.bottom) -} -void LayerParameter::add_bottom(const char* value, size_t size) { - bottom_.Add()->assign(reinterpret_cast(value), size); - // @@protoc_insertion_point(field_add_pointer:caffe.LayerParameter.bottom) -} -const ::google::protobuf::RepeatedPtrField< ::std::string>& -LayerParameter::bottom() const { - // @@protoc_insertion_point(field_list:caffe.LayerParameter.bottom) - return bottom_; -} -::google::protobuf::RepeatedPtrField< ::std::string>* -LayerParameter::mutable_bottom() { - // @@protoc_insertion_point(field_mutable_list:caffe.LayerParameter.bottom) - return &bottom_; -} - -// repeated string top = 4; -int LayerParameter::top_size() const { - return top_.size(); -} -void LayerParameter::clear_top() { - top_.Clear(); -} -const ::std::string& LayerParameter::top(int index) const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.top) - return top_.Get(index); -} -::std::string* LayerParameter::mutable_top(int index) { - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.top) - return top_.Mutable(index); -} -void LayerParameter::set_top(int index, const ::std::string& value) { - // @@protoc_insertion_point(field_set:caffe.LayerParameter.top) - top_.Mutable(index)->assign(value); -} -void LayerParameter::set_top(int index, const char* value) { - top_.Mutable(index)->assign(value); - // @@protoc_insertion_point(field_set_char:caffe.LayerParameter.top) -} -void LayerParameter::set_top(int index, const char* value, size_t size) { - top_.Mutable(index)->assign( - reinterpret_cast(value), size); - // @@protoc_insertion_point(field_set_pointer:caffe.LayerParameter.top) -} -::std::string* LayerParameter::add_top() { - // @@protoc_insertion_point(field_add_mutable:caffe.LayerParameter.top) - return top_.Add(); -} -void LayerParameter::add_top(const ::std::string& value) { - top_.Add()->assign(value); - // @@protoc_insertion_point(field_add:caffe.LayerParameter.top) -} -void LayerParameter::add_top(const char* value) { - top_.Add()->assign(value); - // @@protoc_insertion_point(field_add_char:caffe.LayerParameter.top) -} -void LayerParameter::add_top(const char* value, size_t size) { - top_.Add()->assign(reinterpret_cast(value), size); - // @@protoc_insertion_point(field_add_pointer:caffe.LayerParameter.top) -} -const ::google::protobuf::RepeatedPtrField< ::std::string>& -LayerParameter::top() const { - // @@protoc_insertion_point(field_list:caffe.LayerParameter.top) - return top_; -} -::google::protobuf::RepeatedPtrField< ::std::string>* -LayerParameter::mutable_top() { - // @@protoc_insertion_point(field_mutable_list:caffe.LayerParameter.top) - return &top_; -} - -// optional .caffe.Phase phase = 10; -bool LayerParameter::has_phase() const { - return (_has_bits_[0] & 0x00000010u) != 0; -} -void LayerParameter::set_has_phase() { - _has_bits_[0] |= 0x00000010u; -} -void LayerParameter::clear_has_phase() { - _has_bits_[0] &= ~0x00000010u; -} -void LayerParameter::clear_phase() { - phase_ = 0; - clear_has_phase(); -} -::caffe::Phase LayerParameter::phase() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.phase) - return static_cast< ::caffe::Phase >(phase_); -} -void LayerParameter::set_phase(::caffe::Phase value) { - assert(::caffe::Phase_IsValid(value)); - set_has_phase(); - phase_ = value; - // @@protoc_insertion_point(field_set:caffe.LayerParameter.phase) -} - -// repeated float loss_weight = 5; -int LayerParameter::loss_weight_size() const { - return loss_weight_.size(); -} -void LayerParameter::clear_loss_weight() { - loss_weight_.Clear(); -} -float LayerParameter::loss_weight(int index) const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.loss_weight) - return loss_weight_.Get(index); -} -void LayerParameter::set_loss_weight(int index, float value) { - loss_weight_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.LayerParameter.loss_weight) -} -void LayerParameter::add_loss_weight(float value) { - loss_weight_.Add(value); - // @@protoc_insertion_point(field_add:caffe.LayerParameter.loss_weight) -} -const ::google::protobuf::RepeatedField< float >& -LayerParameter::loss_weight() const { - // @@protoc_insertion_point(field_list:caffe.LayerParameter.loss_weight) - return loss_weight_; -} -::google::protobuf::RepeatedField< float >* -LayerParameter::mutable_loss_weight() { - // @@protoc_insertion_point(field_mutable_list:caffe.LayerParameter.loss_weight) - return &loss_weight_; -} - -// repeated .caffe.ParamSpec param = 6; -int LayerParameter::param_size() const { - return param_.size(); -} -void LayerParameter::clear_param() { - param_.Clear(); -} -const ::caffe::ParamSpec& LayerParameter::param(int index) const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.param) - return param_.Get(index); -} -::caffe::ParamSpec* LayerParameter::mutable_param(int index) { - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.param) - return param_.Mutable(index); -} -::caffe::ParamSpec* LayerParameter::add_param() { - // @@protoc_insertion_point(field_add:caffe.LayerParameter.param) - return param_.Add(); -} -::google::protobuf::RepeatedPtrField< ::caffe::ParamSpec >* -LayerParameter::mutable_param() { - // @@protoc_insertion_point(field_mutable_list:caffe.LayerParameter.param) - return ¶m_; -} -const ::google::protobuf::RepeatedPtrField< ::caffe::ParamSpec >& -LayerParameter::param() const { - // @@protoc_insertion_point(field_list:caffe.LayerParameter.param) - return param_; -} - -// repeated .caffe.BlobProto blobs = 7; -int LayerParameter::blobs_size() const { - return blobs_.size(); -} -void LayerParameter::clear_blobs() { - blobs_.Clear(); -} -const ::caffe::BlobProto& LayerParameter::blobs(int index) const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.blobs) - return blobs_.Get(index); -} -::caffe::BlobProto* LayerParameter::mutable_blobs(int index) { - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.blobs) - return blobs_.Mutable(index); -} -::caffe::BlobProto* LayerParameter::add_blobs() { - // @@protoc_insertion_point(field_add:caffe.LayerParameter.blobs) - return blobs_.Add(); -} -::google::protobuf::RepeatedPtrField< ::caffe::BlobProto >* -LayerParameter::mutable_blobs() { - // @@protoc_insertion_point(field_mutable_list:caffe.LayerParameter.blobs) - return &blobs_; -} -const ::google::protobuf::RepeatedPtrField< ::caffe::BlobProto >& -LayerParameter::blobs() const { - // @@protoc_insertion_point(field_list:caffe.LayerParameter.blobs) - return blobs_; -} - -// repeated bool propagate_down = 11; -int LayerParameter::propagate_down_size() const { - return propagate_down_.size(); -} -void LayerParameter::clear_propagate_down() { - propagate_down_.Clear(); -} -bool LayerParameter::propagate_down(int index) const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.propagate_down) - return propagate_down_.Get(index); -} -void LayerParameter::set_propagate_down(int index, bool value) { - propagate_down_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.LayerParameter.propagate_down) -} -void LayerParameter::add_propagate_down(bool value) { - propagate_down_.Add(value); - // @@protoc_insertion_point(field_add:caffe.LayerParameter.propagate_down) -} -const ::google::protobuf::RepeatedField< bool >& -LayerParameter::propagate_down() const { - // @@protoc_insertion_point(field_list:caffe.LayerParameter.propagate_down) - return propagate_down_; -} -::google::protobuf::RepeatedField< bool >* -LayerParameter::mutable_propagate_down() { - // @@protoc_insertion_point(field_mutable_list:caffe.LayerParameter.propagate_down) - return &propagate_down_; -} - -// repeated .caffe.NetStateRule include = 8; -int LayerParameter::include_size() const { - return include_.size(); -} -void LayerParameter::clear_include() { - include_.Clear(); -} -const ::caffe::NetStateRule& LayerParameter::include(int index) const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.include) - return include_.Get(index); -} -::caffe::NetStateRule* LayerParameter::mutable_include(int index) { - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.include) - return include_.Mutable(index); -} -::caffe::NetStateRule* LayerParameter::add_include() { - // @@protoc_insertion_point(field_add:caffe.LayerParameter.include) - return include_.Add(); -} -::google::protobuf::RepeatedPtrField< ::caffe::NetStateRule >* -LayerParameter::mutable_include() { - // @@protoc_insertion_point(field_mutable_list:caffe.LayerParameter.include) - return &include_; -} -const ::google::protobuf::RepeatedPtrField< ::caffe::NetStateRule >& -LayerParameter::include() const { - // @@protoc_insertion_point(field_list:caffe.LayerParameter.include) - return include_; -} - -// repeated .caffe.NetStateRule exclude = 9; -int LayerParameter::exclude_size() const { - return exclude_.size(); -} -void LayerParameter::clear_exclude() { - exclude_.Clear(); -} -const ::caffe::NetStateRule& LayerParameter::exclude(int index) const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.exclude) - return exclude_.Get(index); -} -::caffe::NetStateRule* LayerParameter::mutable_exclude(int index) { - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.exclude) - return exclude_.Mutable(index); -} -::caffe::NetStateRule* LayerParameter::add_exclude() { - // @@protoc_insertion_point(field_add:caffe.LayerParameter.exclude) - return exclude_.Add(); -} -::google::protobuf::RepeatedPtrField< ::caffe::NetStateRule >* -LayerParameter::mutable_exclude() { - // @@protoc_insertion_point(field_mutable_list:caffe.LayerParameter.exclude) - return &exclude_; -} -const ::google::protobuf::RepeatedPtrField< ::caffe::NetStateRule >& -LayerParameter::exclude() const { - // @@protoc_insertion_point(field_list:caffe.LayerParameter.exclude) - return exclude_; -} - -// optional .caffe.TransformationParameter transform_param = 100; -bool LayerParameter::has_transform_param() const { - return (_has_bits_[0] & 0x00000800u) != 0; -} -void LayerParameter::set_has_transform_param() { - _has_bits_[0] |= 0x00000800u; -} -void LayerParameter::clear_has_transform_param() { - _has_bits_[0] &= ~0x00000800u; -} -void LayerParameter::clear_transform_param() { - if (transform_param_ != NULL) transform_param_->::caffe::TransformationParameter::Clear(); - clear_has_transform_param(); -} -const ::caffe::TransformationParameter& LayerParameter::transform_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.transform_param) - return transform_param_ != NULL ? *transform_param_ - : *::caffe::TransformationParameter::internal_default_instance(); -} -::caffe::TransformationParameter* LayerParameter::mutable_transform_param() { - set_has_transform_param(); - if (transform_param_ == NULL) { - transform_param_ = new ::caffe::TransformationParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.transform_param) - return transform_param_; -} -::caffe::TransformationParameter* LayerParameter::release_transform_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.transform_param) - clear_has_transform_param(); - ::caffe::TransformationParameter* temp = transform_param_; - transform_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_transform_param(::caffe::TransformationParameter* transform_param) { - delete transform_param_; - transform_param_ = transform_param; - if (transform_param) { - set_has_transform_param(); - } else { - clear_has_transform_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.transform_param) -} - -// optional .caffe.LossParameter loss_param = 101; -bool LayerParameter::has_loss_param() const { - return (_has_bits_[0] & 0x00001000u) != 0; -} -void LayerParameter::set_has_loss_param() { - _has_bits_[0] |= 0x00001000u; -} -void LayerParameter::clear_has_loss_param() { - _has_bits_[0] &= ~0x00001000u; -} -void LayerParameter::clear_loss_param() { - if (loss_param_ != NULL) loss_param_->::caffe::LossParameter::Clear(); - clear_has_loss_param(); -} -const ::caffe::LossParameter& LayerParameter::loss_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.loss_param) - return loss_param_ != NULL ? *loss_param_ - : *::caffe::LossParameter::internal_default_instance(); -} -::caffe::LossParameter* LayerParameter::mutable_loss_param() { - set_has_loss_param(); - if (loss_param_ == NULL) { - loss_param_ = new ::caffe::LossParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.loss_param) - return loss_param_; -} -::caffe::LossParameter* LayerParameter::release_loss_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.loss_param) - clear_has_loss_param(); - ::caffe::LossParameter* temp = loss_param_; - loss_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_loss_param(::caffe::LossParameter* loss_param) { - delete loss_param_; - loss_param_ = loss_param; - if (loss_param) { - set_has_loss_param(); - } else { - clear_has_loss_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.loss_param) -} - -// optional .caffe.AccuracyParameter accuracy_param = 102; -bool LayerParameter::has_accuracy_param() const { - return (_has_bits_[0] & 0x00002000u) != 0; -} -void LayerParameter::set_has_accuracy_param() { - _has_bits_[0] |= 0x00002000u; -} -void LayerParameter::clear_has_accuracy_param() { - _has_bits_[0] &= ~0x00002000u; -} -void LayerParameter::clear_accuracy_param() { - if (accuracy_param_ != NULL) accuracy_param_->::caffe::AccuracyParameter::Clear(); - clear_has_accuracy_param(); -} -const ::caffe::AccuracyParameter& LayerParameter::accuracy_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.accuracy_param) - return accuracy_param_ != NULL ? *accuracy_param_ - : *::caffe::AccuracyParameter::internal_default_instance(); -} -::caffe::AccuracyParameter* LayerParameter::mutable_accuracy_param() { - set_has_accuracy_param(); - if (accuracy_param_ == NULL) { - accuracy_param_ = new ::caffe::AccuracyParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.accuracy_param) - return accuracy_param_; -} -::caffe::AccuracyParameter* LayerParameter::release_accuracy_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.accuracy_param) - clear_has_accuracy_param(); - ::caffe::AccuracyParameter* temp = accuracy_param_; - accuracy_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_accuracy_param(::caffe::AccuracyParameter* accuracy_param) { - delete accuracy_param_; - accuracy_param_ = accuracy_param; - if (accuracy_param) { - set_has_accuracy_param(); - } else { - clear_has_accuracy_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.accuracy_param) -} - -// optional .caffe.ArgMaxParameter argmax_param = 103; -bool LayerParameter::has_argmax_param() const { - return (_has_bits_[0] & 0x00004000u) != 0; -} -void LayerParameter::set_has_argmax_param() { - _has_bits_[0] |= 0x00004000u; -} -void LayerParameter::clear_has_argmax_param() { - _has_bits_[0] &= ~0x00004000u; -} -void LayerParameter::clear_argmax_param() { - if (argmax_param_ != NULL) argmax_param_->::caffe::ArgMaxParameter::Clear(); - clear_has_argmax_param(); -} -const ::caffe::ArgMaxParameter& LayerParameter::argmax_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.argmax_param) - return argmax_param_ != NULL ? *argmax_param_ - : *::caffe::ArgMaxParameter::internal_default_instance(); -} -::caffe::ArgMaxParameter* LayerParameter::mutable_argmax_param() { - set_has_argmax_param(); - if (argmax_param_ == NULL) { - argmax_param_ = new ::caffe::ArgMaxParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.argmax_param) - return argmax_param_; -} -::caffe::ArgMaxParameter* LayerParameter::release_argmax_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.argmax_param) - clear_has_argmax_param(); - ::caffe::ArgMaxParameter* temp = argmax_param_; - argmax_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_argmax_param(::caffe::ArgMaxParameter* argmax_param) { - delete argmax_param_; - argmax_param_ = argmax_param; - if (argmax_param) { - set_has_argmax_param(); - } else { - clear_has_argmax_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.argmax_param) -} - -// optional .caffe.BatchNormParameter batch_norm_param = 139; -bool LayerParameter::has_batch_norm_param() const { - return (_has_bits_[0] & 0x00008000u) != 0; -} -void LayerParameter::set_has_batch_norm_param() { - _has_bits_[0] |= 0x00008000u; -} -void LayerParameter::clear_has_batch_norm_param() { - _has_bits_[0] &= ~0x00008000u; -} -void LayerParameter::clear_batch_norm_param() { - if (batch_norm_param_ != NULL) batch_norm_param_->::caffe::BatchNormParameter::Clear(); - clear_has_batch_norm_param(); -} -const ::caffe::BatchNormParameter& LayerParameter::batch_norm_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.batch_norm_param) - return batch_norm_param_ != NULL ? *batch_norm_param_ - : *::caffe::BatchNormParameter::internal_default_instance(); -} -::caffe::BatchNormParameter* LayerParameter::mutable_batch_norm_param() { - set_has_batch_norm_param(); - if (batch_norm_param_ == NULL) { - batch_norm_param_ = new ::caffe::BatchNormParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.batch_norm_param) - return batch_norm_param_; -} -::caffe::BatchNormParameter* LayerParameter::release_batch_norm_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.batch_norm_param) - clear_has_batch_norm_param(); - ::caffe::BatchNormParameter* temp = batch_norm_param_; - batch_norm_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_batch_norm_param(::caffe::BatchNormParameter* batch_norm_param) { - delete batch_norm_param_; - batch_norm_param_ = batch_norm_param; - if (batch_norm_param) { - set_has_batch_norm_param(); - } else { - clear_has_batch_norm_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.batch_norm_param) -} - -// optional .caffe.BiasParameter bias_param = 141; -bool LayerParameter::has_bias_param() const { - return (_has_bits_[0] & 0x00010000u) != 0; -} -void LayerParameter::set_has_bias_param() { - _has_bits_[0] |= 0x00010000u; -} -void LayerParameter::clear_has_bias_param() { - _has_bits_[0] &= ~0x00010000u; -} -void LayerParameter::clear_bias_param() { - if (bias_param_ != NULL) bias_param_->::caffe::BiasParameter::Clear(); - clear_has_bias_param(); -} -const ::caffe::BiasParameter& LayerParameter::bias_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.bias_param) - return bias_param_ != NULL ? *bias_param_ - : *::caffe::BiasParameter::internal_default_instance(); -} -::caffe::BiasParameter* LayerParameter::mutable_bias_param() { - set_has_bias_param(); - if (bias_param_ == NULL) { - bias_param_ = new ::caffe::BiasParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.bias_param) - return bias_param_; -} -::caffe::BiasParameter* LayerParameter::release_bias_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.bias_param) - clear_has_bias_param(); - ::caffe::BiasParameter* temp = bias_param_; - bias_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_bias_param(::caffe::BiasParameter* bias_param) { - delete bias_param_; - bias_param_ = bias_param; - if (bias_param) { - set_has_bias_param(); - } else { - clear_has_bias_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.bias_param) -} - -// optional .caffe.ConcatParameter concat_param = 104; -bool LayerParameter::has_concat_param() const { - return (_has_bits_[0] & 0x00020000u) != 0; -} -void LayerParameter::set_has_concat_param() { - _has_bits_[0] |= 0x00020000u; -} -void LayerParameter::clear_has_concat_param() { - _has_bits_[0] &= ~0x00020000u; -} -void LayerParameter::clear_concat_param() { - if (concat_param_ != NULL) concat_param_->::caffe::ConcatParameter::Clear(); - clear_has_concat_param(); -} -const ::caffe::ConcatParameter& LayerParameter::concat_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.concat_param) - return concat_param_ != NULL ? *concat_param_ - : *::caffe::ConcatParameter::internal_default_instance(); -} -::caffe::ConcatParameter* LayerParameter::mutable_concat_param() { - set_has_concat_param(); - if (concat_param_ == NULL) { - concat_param_ = new ::caffe::ConcatParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.concat_param) - return concat_param_; -} -::caffe::ConcatParameter* LayerParameter::release_concat_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.concat_param) - clear_has_concat_param(); - ::caffe::ConcatParameter* temp = concat_param_; - concat_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_concat_param(::caffe::ConcatParameter* concat_param) { - delete concat_param_; - concat_param_ = concat_param; - if (concat_param) { - set_has_concat_param(); - } else { - clear_has_concat_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.concat_param) -} - -// optional .caffe.ContrastiveLossParameter contrastive_loss_param = 105; -bool LayerParameter::has_contrastive_loss_param() const { - return (_has_bits_[0] & 0x00040000u) != 0; -} -void LayerParameter::set_has_contrastive_loss_param() { - _has_bits_[0] |= 0x00040000u; -} -void LayerParameter::clear_has_contrastive_loss_param() { - _has_bits_[0] &= ~0x00040000u; -} -void LayerParameter::clear_contrastive_loss_param() { - if (contrastive_loss_param_ != NULL) contrastive_loss_param_->::caffe::ContrastiveLossParameter::Clear(); - clear_has_contrastive_loss_param(); -} -const ::caffe::ContrastiveLossParameter& LayerParameter::contrastive_loss_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.contrastive_loss_param) - return contrastive_loss_param_ != NULL ? *contrastive_loss_param_ - : *::caffe::ContrastiveLossParameter::internal_default_instance(); -} -::caffe::ContrastiveLossParameter* LayerParameter::mutable_contrastive_loss_param() { - set_has_contrastive_loss_param(); - if (contrastive_loss_param_ == NULL) { - contrastive_loss_param_ = new ::caffe::ContrastiveLossParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.contrastive_loss_param) - return contrastive_loss_param_; -} -::caffe::ContrastiveLossParameter* LayerParameter::release_contrastive_loss_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.contrastive_loss_param) - clear_has_contrastive_loss_param(); - ::caffe::ContrastiveLossParameter* temp = contrastive_loss_param_; - contrastive_loss_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_contrastive_loss_param(::caffe::ContrastiveLossParameter* contrastive_loss_param) { - delete contrastive_loss_param_; - contrastive_loss_param_ = contrastive_loss_param; - if (contrastive_loss_param) { - set_has_contrastive_loss_param(); - } else { - clear_has_contrastive_loss_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.contrastive_loss_param) -} - -// optional .caffe.ConvolutionParameter convolution_param = 106; -bool LayerParameter::has_convolution_param() const { - return (_has_bits_[0] & 0x00080000u) != 0; -} -void LayerParameter::set_has_convolution_param() { - _has_bits_[0] |= 0x00080000u; -} -void LayerParameter::clear_has_convolution_param() { - _has_bits_[0] &= ~0x00080000u; -} -void LayerParameter::clear_convolution_param() { - if (convolution_param_ != NULL) convolution_param_->::caffe::ConvolutionParameter::Clear(); - clear_has_convolution_param(); -} -const ::caffe::ConvolutionParameter& LayerParameter::convolution_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.convolution_param) - return convolution_param_ != NULL ? *convolution_param_ - : *::caffe::ConvolutionParameter::internal_default_instance(); -} -::caffe::ConvolutionParameter* LayerParameter::mutable_convolution_param() { - set_has_convolution_param(); - if (convolution_param_ == NULL) { - convolution_param_ = new ::caffe::ConvolutionParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.convolution_param) - return convolution_param_; -} -::caffe::ConvolutionParameter* LayerParameter::release_convolution_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.convolution_param) - clear_has_convolution_param(); - ::caffe::ConvolutionParameter* temp = convolution_param_; - convolution_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_convolution_param(::caffe::ConvolutionParameter* convolution_param) { - delete convolution_param_; - convolution_param_ = convolution_param; - if (convolution_param) { - set_has_convolution_param(); - } else { - clear_has_convolution_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.convolution_param) -} - -// optional .caffe.CropParameter crop_param = 144; -bool LayerParameter::has_crop_param() const { - return (_has_bits_[0] & 0x00100000u) != 0; -} -void LayerParameter::set_has_crop_param() { - _has_bits_[0] |= 0x00100000u; -} -void LayerParameter::clear_has_crop_param() { - _has_bits_[0] &= ~0x00100000u; -} -void LayerParameter::clear_crop_param() { - if (crop_param_ != NULL) crop_param_->::caffe::CropParameter::Clear(); - clear_has_crop_param(); -} -const ::caffe::CropParameter& LayerParameter::crop_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.crop_param) - return crop_param_ != NULL ? *crop_param_ - : *::caffe::CropParameter::internal_default_instance(); -} -::caffe::CropParameter* LayerParameter::mutable_crop_param() { - set_has_crop_param(); - if (crop_param_ == NULL) { - crop_param_ = new ::caffe::CropParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.crop_param) - return crop_param_; -} -::caffe::CropParameter* LayerParameter::release_crop_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.crop_param) - clear_has_crop_param(); - ::caffe::CropParameter* temp = crop_param_; - crop_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_crop_param(::caffe::CropParameter* crop_param) { - delete crop_param_; - crop_param_ = crop_param; - if (crop_param) { - set_has_crop_param(); - } else { - clear_has_crop_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.crop_param) -} - -// optional .caffe.DataParameter data_param = 107; -bool LayerParameter::has_data_param() const { - return (_has_bits_[0] & 0x00200000u) != 0; -} -void LayerParameter::set_has_data_param() { - _has_bits_[0] |= 0x00200000u; -} -void LayerParameter::clear_has_data_param() { - _has_bits_[0] &= ~0x00200000u; -} -void LayerParameter::clear_data_param() { - if (data_param_ != NULL) data_param_->::caffe::DataParameter::Clear(); - clear_has_data_param(); -} -const ::caffe::DataParameter& LayerParameter::data_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.data_param) - return data_param_ != NULL ? *data_param_ - : *::caffe::DataParameter::internal_default_instance(); -} -::caffe::DataParameter* LayerParameter::mutable_data_param() { - set_has_data_param(); - if (data_param_ == NULL) { - data_param_ = new ::caffe::DataParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.data_param) - return data_param_; -} -::caffe::DataParameter* LayerParameter::release_data_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.data_param) - clear_has_data_param(); - ::caffe::DataParameter* temp = data_param_; - data_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_data_param(::caffe::DataParameter* data_param) { - delete data_param_; - data_param_ = data_param; - if (data_param) { - set_has_data_param(); - } else { - clear_has_data_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.data_param) -} - -// optional .caffe.DetectionOutputParameter detection_output_param = 147; -bool LayerParameter::has_detection_output_param() const { - return (_has_bits_[0] & 0x00400000u) != 0; -} -void LayerParameter::set_has_detection_output_param() { - _has_bits_[0] |= 0x00400000u; -} -void LayerParameter::clear_has_detection_output_param() { - _has_bits_[0] &= ~0x00400000u; -} -void LayerParameter::clear_detection_output_param() { - if (detection_output_param_ != NULL) detection_output_param_->::caffe::DetectionOutputParameter::Clear(); - clear_has_detection_output_param(); -} -const ::caffe::DetectionOutputParameter& LayerParameter::detection_output_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.detection_output_param) - return detection_output_param_ != NULL ? *detection_output_param_ - : *::caffe::DetectionOutputParameter::internal_default_instance(); -} -::caffe::DetectionOutputParameter* LayerParameter::mutable_detection_output_param() { - set_has_detection_output_param(); - if (detection_output_param_ == NULL) { - detection_output_param_ = new ::caffe::DetectionOutputParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.detection_output_param) - return detection_output_param_; -} -::caffe::DetectionOutputParameter* LayerParameter::release_detection_output_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.detection_output_param) - clear_has_detection_output_param(); - ::caffe::DetectionOutputParameter* temp = detection_output_param_; - detection_output_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_detection_output_param(::caffe::DetectionOutputParameter* detection_output_param) { - delete detection_output_param_; - detection_output_param_ = detection_output_param; - if (detection_output_param) { - set_has_detection_output_param(); - } else { - clear_has_detection_output_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.detection_output_param) -} - -// optional .caffe.DropoutParameter dropout_param = 108; -bool LayerParameter::has_dropout_param() const { - return (_has_bits_[0] & 0x00800000u) != 0; -} -void LayerParameter::set_has_dropout_param() { - _has_bits_[0] |= 0x00800000u; -} -void LayerParameter::clear_has_dropout_param() { - _has_bits_[0] &= ~0x00800000u; -} -void LayerParameter::clear_dropout_param() { - if (dropout_param_ != NULL) dropout_param_->::caffe::DropoutParameter::Clear(); - clear_has_dropout_param(); -} -const ::caffe::DropoutParameter& LayerParameter::dropout_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.dropout_param) - return dropout_param_ != NULL ? *dropout_param_ - : *::caffe::DropoutParameter::internal_default_instance(); -} -::caffe::DropoutParameter* LayerParameter::mutable_dropout_param() { - set_has_dropout_param(); - if (dropout_param_ == NULL) { - dropout_param_ = new ::caffe::DropoutParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.dropout_param) - return dropout_param_; -} -::caffe::DropoutParameter* LayerParameter::release_dropout_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.dropout_param) - clear_has_dropout_param(); - ::caffe::DropoutParameter* temp = dropout_param_; - dropout_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_dropout_param(::caffe::DropoutParameter* dropout_param) { - delete dropout_param_; - dropout_param_ = dropout_param; - if (dropout_param) { - set_has_dropout_param(); - } else { - clear_has_dropout_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.dropout_param) -} - -// optional .caffe.DummyDataParameter dummy_data_param = 109; -bool LayerParameter::has_dummy_data_param() const { - return (_has_bits_[0] & 0x01000000u) != 0; -} -void LayerParameter::set_has_dummy_data_param() { - _has_bits_[0] |= 0x01000000u; -} -void LayerParameter::clear_has_dummy_data_param() { - _has_bits_[0] &= ~0x01000000u; -} -void LayerParameter::clear_dummy_data_param() { - if (dummy_data_param_ != NULL) dummy_data_param_->::caffe::DummyDataParameter::Clear(); - clear_has_dummy_data_param(); -} -const ::caffe::DummyDataParameter& LayerParameter::dummy_data_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.dummy_data_param) - return dummy_data_param_ != NULL ? *dummy_data_param_ - : *::caffe::DummyDataParameter::internal_default_instance(); -} -::caffe::DummyDataParameter* LayerParameter::mutable_dummy_data_param() { - set_has_dummy_data_param(); - if (dummy_data_param_ == NULL) { - dummy_data_param_ = new ::caffe::DummyDataParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.dummy_data_param) - return dummy_data_param_; -} -::caffe::DummyDataParameter* LayerParameter::release_dummy_data_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.dummy_data_param) - clear_has_dummy_data_param(); - ::caffe::DummyDataParameter* temp = dummy_data_param_; - dummy_data_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_dummy_data_param(::caffe::DummyDataParameter* dummy_data_param) { - delete dummy_data_param_; - dummy_data_param_ = dummy_data_param; - if (dummy_data_param) { - set_has_dummy_data_param(); - } else { - clear_has_dummy_data_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.dummy_data_param) -} - -// optional .caffe.EltwiseParameter eltwise_param = 110; -bool LayerParameter::has_eltwise_param() const { - return (_has_bits_[0] & 0x02000000u) != 0; -} -void LayerParameter::set_has_eltwise_param() { - _has_bits_[0] |= 0x02000000u; -} -void LayerParameter::clear_has_eltwise_param() { - _has_bits_[0] &= ~0x02000000u; -} -void LayerParameter::clear_eltwise_param() { - if (eltwise_param_ != NULL) eltwise_param_->::caffe::EltwiseParameter::Clear(); - clear_has_eltwise_param(); -} -const ::caffe::EltwiseParameter& LayerParameter::eltwise_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.eltwise_param) - return eltwise_param_ != NULL ? *eltwise_param_ - : *::caffe::EltwiseParameter::internal_default_instance(); -} -::caffe::EltwiseParameter* LayerParameter::mutable_eltwise_param() { - set_has_eltwise_param(); - if (eltwise_param_ == NULL) { - eltwise_param_ = new ::caffe::EltwiseParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.eltwise_param) - return eltwise_param_; -} -::caffe::EltwiseParameter* LayerParameter::release_eltwise_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.eltwise_param) - clear_has_eltwise_param(); - ::caffe::EltwiseParameter* temp = eltwise_param_; - eltwise_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_eltwise_param(::caffe::EltwiseParameter* eltwise_param) { - delete eltwise_param_; - eltwise_param_ = eltwise_param; - if (eltwise_param) { - set_has_eltwise_param(); - } else { - clear_has_eltwise_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.eltwise_param) -} - -// optional .caffe.ELUParameter elu_param = 140; -bool LayerParameter::has_elu_param() const { - return (_has_bits_[0] & 0x04000000u) != 0; -} -void LayerParameter::set_has_elu_param() { - _has_bits_[0] |= 0x04000000u; -} -void LayerParameter::clear_has_elu_param() { - _has_bits_[0] &= ~0x04000000u; -} -void LayerParameter::clear_elu_param() { - if (elu_param_ != NULL) elu_param_->::caffe::ELUParameter::Clear(); - clear_has_elu_param(); -} -const ::caffe::ELUParameter& LayerParameter::elu_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.elu_param) - return elu_param_ != NULL ? *elu_param_ - : *::caffe::ELUParameter::internal_default_instance(); -} -::caffe::ELUParameter* LayerParameter::mutable_elu_param() { - set_has_elu_param(); - if (elu_param_ == NULL) { - elu_param_ = new ::caffe::ELUParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.elu_param) - return elu_param_; -} -::caffe::ELUParameter* LayerParameter::release_elu_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.elu_param) - clear_has_elu_param(); - ::caffe::ELUParameter* temp = elu_param_; - elu_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_elu_param(::caffe::ELUParameter* elu_param) { - delete elu_param_; - elu_param_ = elu_param; - if (elu_param) { - set_has_elu_param(); - } else { - clear_has_elu_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.elu_param) -} - -// optional .caffe.EmbedParameter embed_param = 137; -bool LayerParameter::has_embed_param() const { - return (_has_bits_[0] & 0x08000000u) != 0; -} -void LayerParameter::set_has_embed_param() { - _has_bits_[0] |= 0x08000000u; -} -void LayerParameter::clear_has_embed_param() { - _has_bits_[0] &= ~0x08000000u; -} -void LayerParameter::clear_embed_param() { - if (embed_param_ != NULL) embed_param_->::caffe::EmbedParameter::Clear(); - clear_has_embed_param(); -} -const ::caffe::EmbedParameter& LayerParameter::embed_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.embed_param) - return embed_param_ != NULL ? *embed_param_ - : *::caffe::EmbedParameter::internal_default_instance(); -} -::caffe::EmbedParameter* LayerParameter::mutable_embed_param() { - set_has_embed_param(); - if (embed_param_ == NULL) { - embed_param_ = new ::caffe::EmbedParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.embed_param) - return embed_param_; -} -::caffe::EmbedParameter* LayerParameter::release_embed_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.embed_param) - clear_has_embed_param(); - ::caffe::EmbedParameter* temp = embed_param_; - embed_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_embed_param(::caffe::EmbedParameter* embed_param) { - delete embed_param_; - embed_param_ = embed_param; - if (embed_param) { - set_has_embed_param(); - } else { - clear_has_embed_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.embed_param) -} - -// optional .caffe.ExpParameter exp_param = 111; -bool LayerParameter::has_exp_param() const { - return (_has_bits_[0] & 0x10000000u) != 0; -} -void LayerParameter::set_has_exp_param() { - _has_bits_[0] |= 0x10000000u; -} -void LayerParameter::clear_has_exp_param() { - _has_bits_[0] &= ~0x10000000u; -} -void LayerParameter::clear_exp_param() { - if (exp_param_ != NULL) exp_param_->::caffe::ExpParameter::Clear(); - clear_has_exp_param(); -} -const ::caffe::ExpParameter& LayerParameter::exp_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.exp_param) - return exp_param_ != NULL ? *exp_param_ - : *::caffe::ExpParameter::internal_default_instance(); -} -::caffe::ExpParameter* LayerParameter::mutable_exp_param() { - set_has_exp_param(); - if (exp_param_ == NULL) { - exp_param_ = new ::caffe::ExpParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.exp_param) - return exp_param_; -} -::caffe::ExpParameter* LayerParameter::release_exp_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.exp_param) - clear_has_exp_param(); - ::caffe::ExpParameter* temp = exp_param_; - exp_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_exp_param(::caffe::ExpParameter* exp_param) { - delete exp_param_; - exp_param_ = exp_param; - if (exp_param) { - set_has_exp_param(); - } else { - clear_has_exp_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.exp_param) -} - -// optional .caffe.FlattenParameter flatten_param = 135; -bool LayerParameter::has_flatten_param() const { - return (_has_bits_[0] & 0x20000000u) != 0; -} -void LayerParameter::set_has_flatten_param() { - _has_bits_[0] |= 0x20000000u; -} -void LayerParameter::clear_has_flatten_param() { - _has_bits_[0] &= ~0x20000000u; -} -void LayerParameter::clear_flatten_param() { - if (flatten_param_ != NULL) flatten_param_->::caffe::FlattenParameter::Clear(); - clear_has_flatten_param(); -} -const ::caffe::FlattenParameter& LayerParameter::flatten_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.flatten_param) - return flatten_param_ != NULL ? *flatten_param_ - : *::caffe::FlattenParameter::internal_default_instance(); -} -::caffe::FlattenParameter* LayerParameter::mutable_flatten_param() { - set_has_flatten_param(); - if (flatten_param_ == NULL) { - flatten_param_ = new ::caffe::FlattenParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.flatten_param) - return flatten_param_; -} -::caffe::FlattenParameter* LayerParameter::release_flatten_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.flatten_param) - clear_has_flatten_param(); - ::caffe::FlattenParameter* temp = flatten_param_; - flatten_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_flatten_param(::caffe::FlattenParameter* flatten_param) { - delete flatten_param_; - flatten_param_ = flatten_param; - if (flatten_param) { - set_has_flatten_param(); - } else { - clear_has_flatten_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.flatten_param) -} - -// optional .caffe.HDF5DataParameter hdf5_data_param = 112; -bool LayerParameter::has_hdf5_data_param() const { - return (_has_bits_[0] & 0x40000000u) != 0; -} -void LayerParameter::set_has_hdf5_data_param() { - _has_bits_[0] |= 0x40000000u; -} -void LayerParameter::clear_has_hdf5_data_param() { - _has_bits_[0] &= ~0x40000000u; -} -void LayerParameter::clear_hdf5_data_param() { - if (hdf5_data_param_ != NULL) hdf5_data_param_->::caffe::HDF5DataParameter::Clear(); - clear_has_hdf5_data_param(); -} -const ::caffe::HDF5DataParameter& LayerParameter::hdf5_data_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.hdf5_data_param) - return hdf5_data_param_ != NULL ? *hdf5_data_param_ - : *::caffe::HDF5DataParameter::internal_default_instance(); -} -::caffe::HDF5DataParameter* LayerParameter::mutable_hdf5_data_param() { - set_has_hdf5_data_param(); - if (hdf5_data_param_ == NULL) { - hdf5_data_param_ = new ::caffe::HDF5DataParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.hdf5_data_param) - return hdf5_data_param_; -} -::caffe::HDF5DataParameter* LayerParameter::release_hdf5_data_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.hdf5_data_param) - clear_has_hdf5_data_param(); - ::caffe::HDF5DataParameter* temp = hdf5_data_param_; - hdf5_data_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_hdf5_data_param(::caffe::HDF5DataParameter* hdf5_data_param) { - delete hdf5_data_param_; - hdf5_data_param_ = hdf5_data_param; - if (hdf5_data_param) { - set_has_hdf5_data_param(); - } else { - clear_has_hdf5_data_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.hdf5_data_param) -} - -// optional .caffe.HDF5OutputParameter hdf5_output_param = 113; -bool LayerParameter::has_hdf5_output_param() const { - return (_has_bits_[0] & 0x80000000u) != 0; -} -void LayerParameter::set_has_hdf5_output_param() { - _has_bits_[0] |= 0x80000000u; -} -void LayerParameter::clear_has_hdf5_output_param() { - _has_bits_[0] &= ~0x80000000u; -} -void LayerParameter::clear_hdf5_output_param() { - if (hdf5_output_param_ != NULL) hdf5_output_param_->::caffe::HDF5OutputParameter::Clear(); - clear_has_hdf5_output_param(); -} -const ::caffe::HDF5OutputParameter& LayerParameter::hdf5_output_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.hdf5_output_param) - return hdf5_output_param_ != NULL ? *hdf5_output_param_ - : *::caffe::HDF5OutputParameter::internal_default_instance(); -} -::caffe::HDF5OutputParameter* LayerParameter::mutable_hdf5_output_param() { - set_has_hdf5_output_param(); - if (hdf5_output_param_ == NULL) { - hdf5_output_param_ = new ::caffe::HDF5OutputParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.hdf5_output_param) - return hdf5_output_param_; -} -::caffe::HDF5OutputParameter* LayerParameter::release_hdf5_output_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.hdf5_output_param) - clear_has_hdf5_output_param(); - ::caffe::HDF5OutputParameter* temp = hdf5_output_param_; - hdf5_output_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_hdf5_output_param(::caffe::HDF5OutputParameter* hdf5_output_param) { - delete hdf5_output_param_; - hdf5_output_param_ = hdf5_output_param; - if (hdf5_output_param) { - set_has_hdf5_output_param(); - } else { - clear_has_hdf5_output_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.hdf5_output_param) -} - -// optional .caffe.HingeLossParameter hinge_loss_param = 114; -bool LayerParameter::has_hinge_loss_param() const { - return (_has_bits_[1] & 0x00000001u) != 0; -} -void LayerParameter::set_has_hinge_loss_param() { - _has_bits_[1] |= 0x00000001u; -} -void LayerParameter::clear_has_hinge_loss_param() { - _has_bits_[1] &= ~0x00000001u; -} -void LayerParameter::clear_hinge_loss_param() { - if (hinge_loss_param_ != NULL) hinge_loss_param_->::caffe::HingeLossParameter::Clear(); - clear_has_hinge_loss_param(); -} -const ::caffe::HingeLossParameter& LayerParameter::hinge_loss_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.hinge_loss_param) - return hinge_loss_param_ != NULL ? *hinge_loss_param_ - : *::caffe::HingeLossParameter::internal_default_instance(); -} -::caffe::HingeLossParameter* LayerParameter::mutable_hinge_loss_param() { - set_has_hinge_loss_param(); - if (hinge_loss_param_ == NULL) { - hinge_loss_param_ = new ::caffe::HingeLossParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.hinge_loss_param) - return hinge_loss_param_; -} -::caffe::HingeLossParameter* LayerParameter::release_hinge_loss_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.hinge_loss_param) - clear_has_hinge_loss_param(); - ::caffe::HingeLossParameter* temp = hinge_loss_param_; - hinge_loss_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_hinge_loss_param(::caffe::HingeLossParameter* hinge_loss_param) { - delete hinge_loss_param_; - hinge_loss_param_ = hinge_loss_param; - if (hinge_loss_param) { - set_has_hinge_loss_param(); - } else { - clear_has_hinge_loss_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.hinge_loss_param) -} - -// optional .caffe.ImageDataParameter image_data_param = 115; -bool LayerParameter::has_image_data_param() const { - return (_has_bits_[1] & 0x00000002u) != 0; -} -void LayerParameter::set_has_image_data_param() { - _has_bits_[1] |= 0x00000002u; -} -void LayerParameter::clear_has_image_data_param() { - _has_bits_[1] &= ~0x00000002u; -} -void LayerParameter::clear_image_data_param() { - if (image_data_param_ != NULL) image_data_param_->::caffe::ImageDataParameter::Clear(); - clear_has_image_data_param(); -} -const ::caffe::ImageDataParameter& LayerParameter::image_data_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.image_data_param) - return image_data_param_ != NULL ? *image_data_param_ - : *::caffe::ImageDataParameter::internal_default_instance(); -} -::caffe::ImageDataParameter* LayerParameter::mutable_image_data_param() { - set_has_image_data_param(); - if (image_data_param_ == NULL) { - image_data_param_ = new ::caffe::ImageDataParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.image_data_param) - return image_data_param_; -} -::caffe::ImageDataParameter* LayerParameter::release_image_data_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.image_data_param) - clear_has_image_data_param(); - ::caffe::ImageDataParameter* temp = image_data_param_; - image_data_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_image_data_param(::caffe::ImageDataParameter* image_data_param) { - delete image_data_param_; - image_data_param_ = image_data_param; - if (image_data_param) { - set_has_image_data_param(); - } else { - clear_has_image_data_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.image_data_param) -} - -// optional .caffe.InfogainLossParameter infogain_loss_param = 116; -bool LayerParameter::has_infogain_loss_param() const { - return (_has_bits_[1] & 0x00000004u) != 0; -} -void LayerParameter::set_has_infogain_loss_param() { - _has_bits_[1] |= 0x00000004u; -} -void LayerParameter::clear_has_infogain_loss_param() { - _has_bits_[1] &= ~0x00000004u; -} -void LayerParameter::clear_infogain_loss_param() { - if (infogain_loss_param_ != NULL) infogain_loss_param_->::caffe::InfogainLossParameter::Clear(); - clear_has_infogain_loss_param(); -} -const ::caffe::InfogainLossParameter& LayerParameter::infogain_loss_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.infogain_loss_param) - return infogain_loss_param_ != NULL ? *infogain_loss_param_ - : *::caffe::InfogainLossParameter::internal_default_instance(); -} -::caffe::InfogainLossParameter* LayerParameter::mutable_infogain_loss_param() { - set_has_infogain_loss_param(); - if (infogain_loss_param_ == NULL) { - infogain_loss_param_ = new ::caffe::InfogainLossParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.infogain_loss_param) - return infogain_loss_param_; -} -::caffe::InfogainLossParameter* LayerParameter::release_infogain_loss_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.infogain_loss_param) - clear_has_infogain_loss_param(); - ::caffe::InfogainLossParameter* temp = infogain_loss_param_; - infogain_loss_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_infogain_loss_param(::caffe::InfogainLossParameter* infogain_loss_param) { - delete infogain_loss_param_; - infogain_loss_param_ = infogain_loss_param; - if (infogain_loss_param) { - set_has_infogain_loss_param(); - } else { - clear_has_infogain_loss_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.infogain_loss_param) -} - -// optional .caffe.InnerProductParameter inner_product_param = 117; -bool LayerParameter::has_inner_product_param() const { - return (_has_bits_[1] & 0x00000008u) != 0; -} -void LayerParameter::set_has_inner_product_param() { - _has_bits_[1] |= 0x00000008u; -} -void LayerParameter::clear_has_inner_product_param() { - _has_bits_[1] &= ~0x00000008u; -} -void LayerParameter::clear_inner_product_param() { - if (inner_product_param_ != NULL) inner_product_param_->::caffe::InnerProductParameter::Clear(); - clear_has_inner_product_param(); -} -const ::caffe::InnerProductParameter& LayerParameter::inner_product_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.inner_product_param) - return inner_product_param_ != NULL ? *inner_product_param_ - : *::caffe::InnerProductParameter::internal_default_instance(); -} -::caffe::InnerProductParameter* LayerParameter::mutable_inner_product_param() { - set_has_inner_product_param(); - if (inner_product_param_ == NULL) { - inner_product_param_ = new ::caffe::InnerProductParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.inner_product_param) - return inner_product_param_; -} -::caffe::InnerProductParameter* LayerParameter::release_inner_product_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.inner_product_param) - clear_has_inner_product_param(); - ::caffe::InnerProductParameter* temp = inner_product_param_; - inner_product_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_inner_product_param(::caffe::InnerProductParameter* inner_product_param) { - delete inner_product_param_; - inner_product_param_ = inner_product_param; - if (inner_product_param) { - set_has_inner_product_param(); - } else { - clear_has_inner_product_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.inner_product_param) -} - -// optional .caffe.InputParameter input_param = 143; -bool LayerParameter::has_input_param() const { - return (_has_bits_[1] & 0x00000010u) != 0; -} -void LayerParameter::set_has_input_param() { - _has_bits_[1] |= 0x00000010u; -} -void LayerParameter::clear_has_input_param() { - _has_bits_[1] &= ~0x00000010u; -} -void LayerParameter::clear_input_param() { - if (input_param_ != NULL) input_param_->::caffe::InputParameter::Clear(); - clear_has_input_param(); -} -const ::caffe::InputParameter& LayerParameter::input_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.input_param) - return input_param_ != NULL ? *input_param_ - : *::caffe::InputParameter::internal_default_instance(); -} -::caffe::InputParameter* LayerParameter::mutable_input_param() { - set_has_input_param(); - if (input_param_ == NULL) { - input_param_ = new ::caffe::InputParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.input_param) - return input_param_; -} -::caffe::InputParameter* LayerParameter::release_input_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.input_param) - clear_has_input_param(); - ::caffe::InputParameter* temp = input_param_; - input_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_input_param(::caffe::InputParameter* input_param) { - delete input_param_; - input_param_ = input_param; - if (input_param) { - set_has_input_param(); - } else { - clear_has_input_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.input_param) -} - -// optional .caffe.LogParameter log_param = 134; -bool LayerParameter::has_log_param() const { - return (_has_bits_[1] & 0x00000020u) != 0; -} -void LayerParameter::set_has_log_param() { - _has_bits_[1] |= 0x00000020u; -} -void LayerParameter::clear_has_log_param() { - _has_bits_[1] &= ~0x00000020u; -} -void LayerParameter::clear_log_param() { - if (log_param_ != NULL) log_param_->::caffe::LogParameter::Clear(); - clear_has_log_param(); -} -const ::caffe::LogParameter& LayerParameter::log_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.log_param) - return log_param_ != NULL ? *log_param_ - : *::caffe::LogParameter::internal_default_instance(); -} -::caffe::LogParameter* LayerParameter::mutable_log_param() { - set_has_log_param(); - if (log_param_ == NULL) { - log_param_ = new ::caffe::LogParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.log_param) - return log_param_; -} -::caffe::LogParameter* LayerParameter::release_log_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.log_param) - clear_has_log_param(); - ::caffe::LogParameter* temp = log_param_; - log_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_log_param(::caffe::LogParameter* log_param) { - delete log_param_; - log_param_ = log_param; - if (log_param) { - set_has_log_param(); - } else { - clear_has_log_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.log_param) -} - -// optional .caffe.LRNParameter lrn_param = 118; -bool LayerParameter::has_lrn_param() const { - return (_has_bits_[1] & 0x00000040u) != 0; -} -void LayerParameter::set_has_lrn_param() { - _has_bits_[1] |= 0x00000040u; -} -void LayerParameter::clear_has_lrn_param() { - _has_bits_[1] &= ~0x00000040u; -} -void LayerParameter::clear_lrn_param() { - if (lrn_param_ != NULL) lrn_param_->::caffe::LRNParameter::Clear(); - clear_has_lrn_param(); -} -const ::caffe::LRNParameter& LayerParameter::lrn_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.lrn_param) - return lrn_param_ != NULL ? *lrn_param_ - : *::caffe::LRNParameter::internal_default_instance(); -} -::caffe::LRNParameter* LayerParameter::mutable_lrn_param() { - set_has_lrn_param(); - if (lrn_param_ == NULL) { - lrn_param_ = new ::caffe::LRNParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.lrn_param) - return lrn_param_; -} -::caffe::LRNParameter* LayerParameter::release_lrn_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.lrn_param) - clear_has_lrn_param(); - ::caffe::LRNParameter* temp = lrn_param_; - lrn_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_lrn_param(::caffe::LRNParameter* lrn_param) { - delete lrn_param_; - lrn_param_ = lrn_param; - if (lrn_param) { - set_has_lrn_param(); - } else { - clear_has_lrn_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.lrn_param) -} - -// optional .caffe.MemoryDataParameter memory_data_param = 119; -bool LayerParameter::has_memory_data_param() const { - return (_has_bits_[1] & 0x00000080u) != 0; -} -void LayerParameter::set_has_memory_data_param() { - _has_bits_[1] |= 0x00000080u; -} -void LayerParameter::clear_has_memory_data_param() { - _has_bits_[1] &= ~0x00000080u; -} -void LayerParameter::clear_memory_data_param() { - if (memory_data_param_ != NULL) memory_data_param_->::caffe::MemoryDataParameter::Clear(); - clear_has_memory_data_param(); -} -const ::caffe::MemoryDataParameter& LayerParameter::memory_data_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.memory_data_param) - return memory_data_param_ != NULL ? *memory_data_param_ - : *::caffe::MemoryDataParameter::internal_default_instance(); -} -::caffe::MemoryDataParameter* LayerParameter::mutable_memory_data_param() { - set_has_memory_data_param(); - if (memory_data_param_ == NULL) { - memory_data_param_ = new ::caffe::MemoryDataParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.memory_data_param) - return memory_data_param_; -} -::caffe::MemoryDataParameter* LayerParameter::release_memory_data_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.memory_data_param) - clear_has_memory_data_param(); - ::caffe::MemoryDataParameter* temp = memory_data_param_; - memory_data_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_memory_data_param(::caffe::MemoryDataParameter* memory_data_param) { - delete memory_data_param_; - memory_data_param_ = memory_data_param; - if (memory_data_param) { - set_has_memory_data_param(); - } else { - clear_has_memory_data_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.memory_data_param) -} - -// optional .caffe.MVNParameter mvn_param = 120; -bool LayerParameter::has_mvn_param() const { - return (_has_bits_[1] & 0x00000100u) != 0; -} -void LayerParameter::set_has_mvn_param() { - _has_bits_[1] |= 0x00000100u; -} -void LayerParameter::clear_has_mvn_param() { - _has_bits_[1] &= ~0x00000100u; -} -void LayerParameter::clear_mvn_param() { - if (mvn_param_ != NULL) mvn_param_->::caffe::MVNParameter::Clear(); - clear_has_mvn_param(); -} -const ::caffe::MVNParameter& LayerParameter::mvn_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.mvn_param) - return mvn_param_ != NULL ? *mvn_param_ - : *::caffe::MVNParameter::internal_default_instance(); -} -::caffe::MVNParameter* LayerParameter::mutable_mvn_param() { - set_has_mvn_param(); - if (mvn_param_ == NULL) { - mvn_param_ = new ::caffe::MVNParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.mvn_param) - return mvn_param_; -} -::caffe::MVNParameter* LayerParameter::release_mvn_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.mvn_param) - clear_has_mvn_param(); - ::caffe::MVNParameter* temp = mvn_param_; - mvn_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_mvn_param(::caffe::MVNParameter* mvn_param) { - delete mvn_param_; - mvn_param_ = mvn_param; - if (mvn_param) { - set_has_mvn_param(); - } else { - clear_has_mvn_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.mvn_param) -} - -// optional .caffe.NormalizeBBoxParameter norm_param = 149; -bool LayerParameter::has_norm_param() const { - return (_has_bits_[1] & 0x00000200u) != 0; -} -void LayerParameter::set_has_norm_param() { - _has_bits_[1] |= 0x00000200u; -} -void LayerParameter::clear_has_norm_param() { - _has_bits_[1] &= ~0x00000200u; -} -void LayerParameter::clear_norm_param() { - if (norm_param_ != NULL) norm_param_->::caffe::NormalizeBBoxParameter::Clear(); - clear_has_norm_param(); -} -const ::caffe::NormalizeBBoxParameter& LayerParameter::norm_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.norm_param) - return norm_param_ != NULL ? *norm_param_ - : *::caffe::NormalizeBBoxParameter::internal_default_instance(); -} -::caffe::NormalizeBBoxParameter* LayerParameter::mutable_norm_param() { - set_has_norm_param(); - if (norm_param_ == NULL) { - norm_param_ = new ::caffe::NormalizeBBoxParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.norm_param) - return norm_param_; -} -::caffe::NormalizeBBoxParameter* LayerParameter::release_norm_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.norm_param) - clear_has_norm_param(); - ::caffe::NormalizeBBoxParameter* temp = norm_param_; - norm_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_norm_param(::caffe::NormalizeBBoxParameter* norm_param) { - delete norm_param_; - norm_param_ = norm_param; - if (norm_param) { - set_has_norm_param(); - } else { - clear_has_norm_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.norm_param) -} - -// optional .caffe.PermuteParameter permute_param = 148; -bool LayerParameter::has_permute_param() const { - return (_has_bits_[1] & 0x00000400u) != 0; -} -void LayerParameter::set_has_permute_param() { - _has_bits_[1] |= 0x00000400u; -} -void LayerParameter::clear_has_permute_param() { - _has_bits_[1] &= ~0x00000400u; -} -void LayerParameter::clear_permute_param() { - if (permute_param_ != NULL) permute_param_->::caffe::PermuteParameter::Clear(); - clear_has_permute_param(); -} -const ::caffe::PermuteParameter& LayerParameter::permute_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.permute_param) - return permute_param_ != NULL ? *permute_param_ - : *::caffe::PermuteParameter::internal_default_instance(); -} -::caffe::PermuteParameter* LayerParameter::mutable_permute_param() { - set_has_permute_param(); - if (permute_param_ == NULL) { - permute_param_ = new ::caffe::PermuteParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.permute_param) - return permute_param_; -} -::caffe::PermuteParameter* LayerParameter::release_permute_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.permute_param) - clear_has_permute_param(); - ::caffe::PermuteParameter* temp = permute_param_; - permute_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_permute_param(::caffe::PermuteParameter* permute_param) { - delete permute_param_; - permute_param_ = permute_param; - if (permute_param) { - set_has_permute_param(); - } else { - clear_has_permute_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.permute_param) -} - -// optional .caffe.ParameterParameter parameter_param = 145; -bool LayerParameter::has_parameter_param() const { - return (_has_bits_[1] & 0x00000800u) != 0; -} -void LayerParameter::set_has_parameter_param() { - _has_bits_[1] |= 0x00000800u; -} -void LayerParameter::clear_has_parameter_param() { - _has_bits_[1] &= ~0x00000800u; -} -void LayerParameter::clear_parameter_param() { - if (parameter_param_ != NULL) parameter_param_->::caffe::ParameterParameter::Clear(); - clear_has_parameter_param(); -} -const ::caffe::ParameterParameter& LayerParameter::parameter_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.parameter_param) - return parameter_param_ != NULL ? *parameter_param_ - : *::caffe::ParameterParameter::internal_default_instance(); -} -::caffe::ParameterParameter* LayerParameter::mutable_parameter_param() { - set_has_parameter_param(); - if (parameter_param_ == NULL) { - parameter_param_ = new ::caffe::ParameterParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.parameter_param) - return parameter_param_; -} -::caffe::ParameterParameter* LayerParameter::release_parameter_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.parameter_param) - clear_has_parameter_param(); - ::caffe::ParameterParameter* temp = parameter_param_; - parameter_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_parameter_param(::caffe::ParameterParameter* parameter_param) { - delete parameter_param_; - parameter_param_ = parameter_param; - if (parameter_param) { - set_has_parameter_param(); - } else { - clear_has_parameter_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.parameter_param) -} - -// optional .caffe.PoolingParameter pooling_param = 121; -bool LayerParameter::has_pooling_param() const { - return (_has_bits_[1] & 0x00001000u) != 0; -} -void LayerParameter::set_has_pooling_param() { - _has_bits_[1] |= 0x00001000u; -} -void LayerParameter::clear_has_pooling_param() { - _has_bits_[1] &= ~0x00001000u; -} -void LayerParameter::clear_pooling_param() { - if (pooling_param_ != NULL) pooling_param_->::caffe::PoolingParameter::Clear(); - clear_has_pooling_param(); -} -const ::caffe::PoolingParameter& LayerParameter::pooling_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.pooling_param) - return pooling_param_ != NULL ? *pooling_param_ - : *::caffe::PoolingParameter::internal_default_instance(); -} -::caffe::PoolingParameter* LayerParameter::mutable_pooling_param() { - set_has_pooling_param(); - if (pooling_param_ == NULL) { - pooling_param_ = new ::caffe::PoolingParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.pooling_param) - return pooling_param_; -} -::caffe::PoolingParameter* LayerParameter::release_pooling_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.pooling_param) - clear_has_pooling_param(); - ::caffe::PoolingParameter* temp = pooling_param_; - pooling_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_pooling_param(::caffe::PoolingParameter* pooling_param) { - delete pooling_param_; - pooling_param_ = pooling_param; - if (pooling_param) { - set_has_pooling_param(); - } else { - clear_has_pooling_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.pooling_param) -} - -// optional .caffe.PowerParameter power_param = 122; -bool LayerParameter::has_power_param() const { - return (_has_bits_[1] & 0x00002000u) != 0; -} -void LayerParameter::set_has_power_param() { - _has_bits_[1] |= 0x00002000u; -} -void LayerParameter::clear_has_power_param() { - _has_bits_[1] &= ~0x00002000u; -} -void LayerParameter::clear_power_param() { - if (power_param_ != NULL) power_param_->::caffe::PowerParameter::Clear(); - clear_has_power_param(); -} -const ::caffe::PowerParameter& LayerParameter::power_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.power_param) - return power_param_ != NULL ? *power_param_ - : *::caffe::PowerParameter::internal_default_instance(); -} -::caffe::PowerParameter* LayerParameter::mutable_power_param() { - set_has_power_param(); - if (power_param_ == NULL) { - power_param_ = new ::caffe::PowerParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.power_param) - return power_param_; -} -::caffe::PowerParameter* LayerParameter::release_power_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.power_param) - clear_has_power_param(); - ::caffe::PowerParameter* temp = power_param_; - power_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_power_param(::caffe::PowerParameter* power_param) { - delete power_param_; - power_param_ = power_param; - if (power_param) { - set_has_power_param(); - } else { - clear_has_power_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.power_param) -} - -// optional .caffe.PReLUParameter prelu_param = 131; -bool LayerParameter::has_prelu_param() const { - return (_has_bits_[1] & 0x00004000u) != 0; -} -void LayerParameter::set_has_prelu_param() { - _has_bits_[1] |= 0x00004000u; -} -void LayerParameter::clear_has_prelu_param() { - _has_bits_[1] &= ~0x00004000u; -} -void LayerParameter::clear_prelu_param() { - if (prelu_param_ != NULL) prelu_param_->::caffe::PReLUParameter::Clear(); - clear_has_prelu_param(); -} -const ::caffe::PReLUParameter& LayerParameter::prelu_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.prelu_param) - return prelu_param_ != NULL ? *prelu_param_ - : *::caffe::PReLUParameter::internal_default_instance(); -} -::caffe::PReLUParameter* LayerParameter::mutable_prelu_param() { - set_has_prelu_param(); - if (prelu_param_ == NULL) { - prelu_param_ = new ::caffe::PReLUParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.prelu_param) - return prelu_param_; -} -::caffe::PReLUParameter* LayerParameter::release_prelu_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.prelu_param) - clear_has_prelu_param(); - ::caffe::PReLUParameter* temp = prelu_param_; - prelu_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_prelu_param(::caffe::PReLUParameter* prelu_param) { - delete prelu_param_; - prelu_param_ = prelu_param; - if (prelu_param) { - set_has_prelu_param(); - } else { - clear_has_prelu_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.prelu_param) -} - -// optional .caffe.PriorBoxParameter prior_box_param = 150; -bool LayerParameter::has_prior_box_param() const { - return (_has_bits_[1] & 0x00008000u) != 0; -} -void LayerParameter::set_has_prior_box_param() { - _has_bits_[1] |= 0x00008000u; -} -void LayerParameter::clear_has_prior_box_param() { - _has_bits_[1] &= ~0x00008000u; -} -void LayerParameter::clear_prior_box_param() { - if (prior_box_param_ != NULL) prior_box_param_->::caffe::PriorBoxParameter::Clear(); - clear_has_prior_box_param(); -} -const ::caffe::PriorBoxParameter& LayerParameter::prior_box_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.prior_box_param) - return prior_box_param_ != NULL ? *prior_box_param_ - : *::caffe::PriorBoxParameter::internal_default_instance(); -} -::caffe::PriorBoxParameter* LayerParameter::mutable_prior_box_param() { - set_has_prior_box_param(); - if (prior_box_param_ == NULL) { - prior_box_param_ = new ::caffe::PriorBoxParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.prior_box_param) - return prior_box_param_; -} -::caffe::PriorBoxParameter* LayerParameter::release_prior_box_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.prior_box_param) - clear_has_prior_box_param(); - ::caffe::PriorBoxParameter* temp = prior_box_param_; - prior_box_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_prior_box_param(::caffe::PriorBoxParameter* prior_box_param) { - delete prior_box_param_; - prior_box_param_ = prior_box_param; - if (prior_box_param) { - set_has_prior_box_param(); - } else { - clear_has_prior_box_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.prior_box_param) -} - -// optional .caffe.PythonParameter python_param = 130; -bool LayerParameter::has_python_param() const { - return (_has_bits_[1] & 0x00010000u) != 0; -} -void LayerParameter::set_has_python_param() { - _has_bits_[1] |= 0x00010000u; -} -void LayerParameter::clear_has_python_param() { - _has_bits_[1] &= ~0x00010000u; -} -void LayerParameter::clear_python_param() { - if (python_param_ != NULL) python_param_->::caffe::PythonParameter::Clear(); - clear_has_python_param(); -} -const ::caffe::PythonParameter& LayerParameter::python_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.python_param) - return python_param_ != NULL ? *python_param_ - : *::caffe::PythonParameter::internal_default_instance(); -} -::caffe::PythonParameter* LayerParameter::mutable_python_param() { - set_has_python_param(); - if (python_param_ == NULL) { - python_param_ = new ::caffe::PythonParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.python_param) - return python_param_; -} -::caffe::PythonParameter* LayerParameter::release_python_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.python_param) - clear_has_python_param(); - ::caffe::PythonParameter* temp = python_param_; - python_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_python_param(::caffe::PythonParameter* python_param) { - delete python_param_; - python_param_ = python_param; - if (python_param) { - set_has_python_param(); - } else { - clear_has_python_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.python_param) -} - -// optional .caffe.RecurrentParameter recurrent_param = 146; -bool LayerParameter::has_recurrent_param() const { - return (_has_bits_[1] & 0x00020000u) != 0; -} -void LayerParameter::set_has_recurrent_param() { - _has_bits_[1] |= 0x00020000u; -} -void LayerParameter::clear_has_recurrent_param() { - _has_bits_[1] &= ~0x00020000u; -} -void LayerParameter::clear_recurrent_param() { - if (recurrent_param_ != NULL) recurrent_param_->::caffe::RecurrentParameter::Clear(); - clear_has_recurrent_param(); -} -const ::caffe::RecurrentParameter& LayerParameter::recurrent_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.recurrent_param) - return recurrent_param_ != NULL ? *recurrent_param_ - : *::caffe::RecurrentParameter::internal_default_instance(); -} -::caffe::RecurrentParameter* LayerParameter::mutable_recurrent_param() { - set_has_recurrent_param(); - if (recurrent_param_ == NULL) { - recurrent_param_ = new ::caffe::RecurrentParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.recurrent_param) - return recurrent_param_; -} -::caffe::RecurrentParameter* LayerParameter::release_recurrent_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.recurrent_param) - clear_has_recurrent_param(); - ::caffe::RecurrentParameter* temp = recurrent_param_; - recurrent_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_recurrent_param(::caffe::RecurrentParameter* recurrent_param) { - delete recurrent_param_; - recurrent_param_ = recurrent_param; - if (recurrent_param) { - set_has_recurrent_param(); - } else { - clear_has_recurrent_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.recurrent_param) -} - -// optional .caffe.ReductionParameter reduction_param = 136; -bool LayerParameter::has_reduction_param() const { - return (_has_bits_[1] & 0x00040000u) != 0; -} -void LayerParameter::set_has_reduction_param() { - _has_bits_[1] |= 0x00040000u; -} -void LayerParameter::clear_has_reduction_param() { - _has_bits_[1] &= ~0x00040000u; -} -void LayerParameter::clear_reduction_param() { - if (reduction_param_ != NULL) reduction_param_->::caffe::ReductionParameter::Clear(); - clear_has_reduction_param(); -} -const ::caffe::ReductionParameter& LayerParameter::reduction_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.reduction_param) - return reduction_param_ != NULL ? *reduction_param_ - : *::caffe::ReductionParameter::internal_default_instance(); -} -::caffe::ReductionParameter* LayerParameter::mutable_reduction_param() { - set_has_reduction_param(); - if (reduction_param_ == NULL) { - reduction_param_ = new ::caffe::ReductionParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.reduction_param) - return reduction_param_; -} -::caffe::ReductionParameter* LayerParameter::release_reduction_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.reduction_param) - clear_has_reduction_param(); - ::caffe::ReductionParameter* temp = reduction_param_; - reduction_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_reduction_param(::caffe::ReductionParameter* reduction_param) { - delete reduction_param_; - reduction_param_ = reduction_param; - if (reduction_param) { - set_has_reduction_param(); - } else { - clear_has_reduction_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.reduction_param) -} - -// optional .caffe.ReLUParameter relu_param = 123; -bool LayerParameter::has_relu_param() const { - return (_has_bits_[1] & 0x00080000u) != 0; -} -void LayerParameter::set_has_relu_param() { - _has_bits_[1] |= 0x00080000u; -} -void LayerParameter::clear_has_relu_param() { - _has_bits_[1] &= ~0x00080000u; -} -void LayerParameter::clear_relu_param() { - if (relu_param_ != NULL) relu_param_->::caffe::ReLUParameter::Clear(); - clear_has_relu_param(); -} -const ::caffe::ReLUParameter& LayerParameter::relu_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.relu_param) - return relu_param_ != NULL ? *relu_param_ - : *::caffe::ReLUParameter::internal_default_instance(); -} -::caffe::ReLUParameter* LayerParameter::mutable_relu_param() { - set_has_relu_param(); - if (relu_param_ == NULL) { - relu_param_ = new ::caffe::ReLUParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.relu_param) - return relu_param_; -} -::caffe::ReLUParameter* LayerParameter::release_relu_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.relu_param) - clear_has_relu_param(); - ::caffe::ReLUParameter* temp = relu_param_; - relu_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_relu_param(::caffe::ReLUParameter* relu_param) { - delete relu_param_; - relu_param_ = relu_param; - if (relu_param) { - set_has_relu_param(); - } else { - clear_has_relu_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.relu_param) -} - -// optional .caffe.ReshapeParameter reshape_param = 133; -bool LayerParameter::has_reshape_param() const { - return (_has_bits_[1] & 0x00100000u) != 0; -} -void LayerParameter::set_has_reshape_param() { - _has_bits_[1] |= 0x00100000u; -} -void LayerParameter::clear_has_reshape_param() { - _has_bits_[1] &= ~0x00100000u; -} -void LayerParameter::clear_reshape_param() { - if (reshape_param_ != NULL) reshape_param_->::caffe::ReshapeParameter::Clear(); - clear_has_reshape_param(); -} -const ::caffe::ReshapeParameter& LayerParameter::reshape_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.reshape_param) - return reshape_param_ != NULL ? *reshape_param_ - : *::caffe::ReshapeParameter::internal_default_instance(); -} -::caffe::ReshapeParameter* LayerParameter::mutable_reshape_param() { - set_has_reshape_param(); - if (reshape_param_ == NULL) { - reshape_param_ = new ::caffe::ReshapeParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.reshape_param) - return reshape_param_; -} -::caffe::ReshapeParameter* LayerParameter::release_reshape_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.reshape_param) - clear_has_reshape_param(); - ::caffe::ReshapeParameter* temp = reshape_param_; - reshape_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_reshape_param(::caffe::ReshapeParameter* reshape_param) { - delete reshape_param_; - reshape_param_ = reshape_param; - if (reshape_param) { - set_has_reshape_param(); - } else { - clear_has_reshape_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.reshape_param) -} - -// optional .caffe.ScaleParameter scale_param = 142; -bool LayerParameter::has_scale_param() const { - return (_has_bits_[1] & 0x00200000u) != 0; -} -void LayerParameter::set_has_scale_param() { - _has_bits_[1] |= 0x00200000u; -} -void LayerParameter::clear_has_scale_param() { - _has_bits_[1] &= ~0x00200000u; -} -void LayerParameter::clear_scale_param() { - if (scale_param_ != NULL) scale_param_->::caffe::ScaleParameter::Clear(); - clear_has_scale_param(); -} -const ::caffe::ScaleParameter& LayerParameter::scale_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.scale_param) - return scale_param_ != NULL ? *scale_param_ - : *::caffe::ScaleParameter::internal_default_instance(); -} -::caffe::ScaleParameter* LayerParameter::mutable_scale_param() { - set_has_scale_param(); - if (scale_param_ == NULL) { - scale_param_ = new ::caffe::ScaleParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.scale_param) - return scale_param_; -} -::caffe::ScaleParameter* LayerParameter::release_scale_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.scale_param) - clear_has_scale_param(); - ::caffe::ScaleParameter* temp = scale_param_; - scale_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_scale_param(::caffe::ScaleParameter* scale_param) { - delete scale_param_; - scale_param_ = scale_param; - if (scale_param) { - set_has_scale_param(); - } else { - clear_has_scale_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.scale_param) -} - -// optional .caffe.SigmoidParameter sigmoid_param = 124; -bool LayerParameter::has_sigmoid_param() const { - return (_has_bits_[1] & 0x00400000u) != 0; -} -void LayerParameter::set_has_sigmoid_param() { - _has_bits_[1] |= 0x00400000u; -} -void LayerParameter::clear_has_sigmoid_param() { - _has_bits_[1] &= ~0x00400000u; -} -void LayerParameter::clear_sigmoid_param() { - if (sigmoid_param_ != NULL) sigmoid_param_->::caffe::SigmoidParameter::Clear(); - clear_has_sigmoid_param(); -} -const ::caffe::SigmoidParameter& LayerParameter::sigmoid_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.sigmoid_param) - return sigmoid_param_ != NULL ? *sigmoid_param_ - : *::caffe::SigmoidParameter::internal_default_instance(); -} -::caffe::SigmoidParameter* LayerParameter::mutable_sigmoid_param() { - set_has_sigmoid_param(); - if (sigmoid_param_ == NULL) { - sigmoid_param_ = new ::caffe::SigmoidParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.sigmoid_param) - return sigmoid_param_; -} -::caffe::SigmoidParameter* LayerParameter::release_sigmoid_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.sigmoid_param) - clear_has_sigmoid_param(); - ::caffe::SigmoidParameter* temp = sigmoid_param_; - sigmoid_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_sigmoid_param(::caffe::SigmoidParameter* sigmoid_param) { - delete sigmoid_param_; - sigmoid_param_ = sigmoid_param; - if (sigmoid_param) { - set_has_sigmoid_param(); - } else { - clear_has_sigmoid_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.sigmoid_param) -} - -// optional .caffe.SoftmaxParameter softmax_param = 125; -bool LayerParameter::has_softmax_param() const { - return (_has_bits_[1] & 0x00800000u) != 0; -} -void LayerParameter::set_has_softmax_param() { - _has_bits_[1] |= 0x00800000u; -} -void LayerParameter::clear_has_softmax_param() { - _has_bits_[1] &= ~0x00800000u; -} -void LayerParameter::clear_softmax_param() { - if (softmax_param_ != NULL) softmax_param_->::caffe::SoftmaxParameter::Clear(); - clear_has_softmax_param(); -} -const ::caffe::SoftmaxParameter& LayerParameter::softmax_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.softmax_param) - return softmax_param_ != NULL ? *softmax_param_ - : *::caffe::SoftmaxParameter::internal_default_instance(); -} -::caffe::SoftmaxParameter* LayerParameter::mutable_softmax_param() { - set_has_softmax_param(); - if (softmax_param_ == NULL) { - softmax_param_ = new ::caffe::SoftmaxParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.softmax_param) - return softmax_param_; -} -::caffe::SoftmaxParameter* LayerParameter::release_softmax_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.softmax_param) - clear_has_softmax_param(); - ::caffe::SoftmaxParameter* temp = softmax_param_; - softmax_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_softmax_param(::caffe::SoftmaxParameter* softmax_param) { - delete softmax_param_; - softmax_param_ = softmax_param; - if (softmax_param) { - set_has_softmax_param(); - } else { - clear_has_softmax_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.softmax_param) -} - -// optional .caffe.SPPParameter spp_param = 132; -bool LayerParameter::has_spp_param() const { - return (_has_bits_[1] & 0x01000000u) != 0; -} -void LayerParameter::set_has_spp_param() { - _has_bits_[1] |= 0x01000000u; -} -void LayerParameter::clear_has_spp_param() { - _has_bits_[1] &= ~0x01000000u; -} -void LayerParameter::clear_spp_param() { - if (spp_param_ != NULL) spp_param_->::caffe::SPPParameter::Clear(); - clear_has_spp_param(); -} -const ::caffe::SPPParameter& LayerParameter::spp_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.spp_param) - return spp_param_ != NULL ? *spp_param_ - : *::caffe::SPPParameter::internal_default_instance(); -} -::caffe::SPPParameter* LayerParameter::mutable_spp_param() { - set_has_spp_param(); - if (spp_param_ == NULL) { - spp_param_ = new ::caffe::SPPParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.spp_param) - return spp_param_; -} -::caffe::SPPParameter* LayerParameter::release_spp_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.spp_param) - clear_has_spp_param(); - ::caffe::SPPParameter* temp = spp_param_; - spp_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_spp_param(::caffe::SPPParameter* spp_param) { - delete spp_param_; - spp_param_ = spp_param; - if (spp_param) { - set_has_spp_param(); - } else { - clear_has_spp_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.spp_param) -} - -// optional .caffe.SliceParameter slice_param = 126; -bool LayerParameter::has_slice_param() const { - return (_has_bits_[1] & 0x02000000u) != 0; -} -void LayerParameter::set_has_slice_param() { - _has_bits_[1] |= 0x02000000u; -} -void LayerParameter::clear_has_slice_param() { - _has_bits_[1] &= ~0x02000000u; -} -void LayerParameter::clear_slice_param() { - if (slice_param_ != NULL) slice_param_->::caffe::SliceParameter::Clear(); - clear_has_slice_param(); -} -const ::caffe::SliceParameter& LayerParameter::slice_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.slice_param) - return slice_param_ != NULL ? *slice_param_ - : *::caffe::SliceParameter::internal_default_instance(); -} -::caffe::SliceParameter* LayerParameter::mutable_slice_param() { - set_has_slice_param(); - if (slice_param_ == NULL) { - slice_param_ = new ::caffe::SliceParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.slice_param) - return slice_param_; -} -::caffe::SliceParameter* LayerParameter::release_slice_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.slice_param) - clear_has_slice_param(); - ::caffe::SliceParameter* temp = slice_param_; - slice_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_slice_param(::caffe::SliceParameter* slice_param) { - delete slice_param_; - slice_param_ = slice_param; - if (slice_param) { - set_has_slice_param(); - } else { - clear_has_slice_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.slice_param) -} - -// optional .caffe.TanHParameter tanh_param = 127; -bool LayerParameter::has_tanh_param() const { - return (_has_bits_[1] & 0x04000000u) != 0; -} -void LayerParameter::set_has_tanh_param() { - _has_bits_[1] |= 0x04000000u; -} -void LayerParameter::clear_has_tanh_param() { - _has_bits_[1] &= ~0x04000000u; -} -void LayerParameter::clear_tanh_param() { - if (tanh_param_ != NULL) tanh_param_->::caffe::TanHParameter::Clear(); - clear_has_tanh_param(); -} -const ::caffe::TanHParameter& LayerParameter::tanh_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.tanh_param) - return tanh_param_ != NULL ? *tanh_param_ - : *::caffe::TanHParameter::internal_default_instance(); -} -::caffe::TanHParameter* LayerParameter::mutable_tanh_param() { - set_has_tanh_param(); - if (tanh_param_ == NULL) { - tanh_param_ = new ::caffe::TanHParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.tanh_param) - return tanh_param_; -} -::caffe::TanHParameter* LayerParameter::release_tanh_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.tanh_param) - clear_has_tanh_param(); - ::caffe::TanHParameter* temp = tanh_param_; - tanh_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_tanh_param(::caffe::TanHParameter* tanh_param) { - delete tanh_param_; - tanh_param_ = tanh_param; - if (tanh_param) { - set_has_tanh_param(); - } else { - clear_has_tanh_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.tanh_param) -} - -// optional .caffe.ThresholdParameter threshold_param = 128; -bool LayerParameter::has_threshold_param() const { - return (_has_bits_[1] & 0x08000000u) != 0; -} -void LayerParameter::set_has_threshold_param() { - _has_bits_[1] |= 0x08000000u; -} -void LayerParameter::clear_has_threshold_param() { - _has_bits_[1] &= ~0x08000000u; -} -void LayerParameter::clear_threshold_param() { - if (threshold_param_ != NULL) threshold_param_->::caffe::ThresholdParameter::Clear(); - clear_has_threshold_param(); -} -const ::caffe::ThresholdParameter& LayerParameter::threshold_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.threshold_param) - return threshold_param_ != NULL ? *threshold_param_ - : *::caffe::ThresholdParameter::internal_default_instance(); -} -::caffe::ThresholdParameter* LayerParameter::mutable_threshold_param() { - set_has_threshold_param(); - if (threshold_param_ == NULL) { - threshold_param_ = new ::caffe::ThresholdParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.threshold_param) - return threshold_param_; -} -::caffe::ThresholdParameter* LayerParameter::release_threshold_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.threshold_param) - clear_has_threshold_param(); - ::caffe::ThresholdParameter* temp = threshold_param_; - threshold_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_threshold_param(::caffe::ThresholdParameter* threshold_param) { - delete threshold_param_; - threshold_param_ = threshold_param; - if (threshold_param) { - set_has_threshold_param(); - } else { - clear_has_threshold_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.threshold_param) -} - -// optional .caffe.TileParameter tile_param = 138; -bool LayerParameter::has_tile_param() const { - return (_has_bits_[1] & 0x10000000u) != 0; -} -void LayerParameter::set_has_tile_param() { - _has_bits_[1] |= 0x10000000u; -} -void LayerParameter::clear_has_tile_param() { - _has_bits_[1] &= ~0x10000000u; -} -void LayerParameter::clear_tile_param() { - if (tile_param_ != NULL) tile_param_->::caffe::TileParameter::Clear(); - clear_has_tile_param(); -} -const ::caffe::TileParameter& LayerParameter::tile_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.tile_param) - return tile_param_ != NULL ? *tile_param_ - : *::caffe::TileParameter::internal_default_instance(); -} -::caffe::TileParameter* LayerParameter::mutable_tile_param() { - set_has_tile_param(); - if (tile_param_ == NULL) { - tile_param_ = new ::caffe::TileParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.tile_param) - return tile_param_; -} -::caffe::TileParameter* LayerParameter::release_tile_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.tile_param) - clear_has_tile_param(); - ::caffe::TileParameter* temp = tile_param_; - tile_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_tile_param(::caffe::TileParameter* tile_param) { - delete tile_param_; - tile_param_ = tile_param; - if (tile_param) { - set_has_tile_param(); - } else { - clear_has_tile_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.tile_param) -} - -// optional .caffe.WindowDataParameter window_data_param = 129; -bool LayerParameter::has_window_data_param() const { - return (_has_bits_[1] & 0x20000000u) != 0; -} -void LayerParameter::set_has_window_data_param() { - _has_bits_[1] |= 0x20000000u; -} -void LayerParameter::clear_has_window_data_param() { - _has_bits_[1] &= ~0x20000000u; -} -void LayerParameter::clear_window_data_param() { - if (window_data_param_ != NULL) window_data_param_->::caffe::WindowDataParameter::Clear(); - clear_has_window_data_param(); -} -const ::caffe::WindowDataParameter& LayerParameter::window_data_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.window_data_param) - return window_data_param_ != NULL ? *window_data_param_ - : *::caffe::WindowDataParameter::internal_default_instance(); -} -::caffe::WindowDataParameter* LayerParameter::mutable_window_data_param() { - set_has_window_data_param(); - if (window_data_param_ == NULL) { - window_data_param_ = new ::caffe::WindowDataParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.window_data_param) - return window_data_param_; -} -::caffe::WindowDataParameter* LayerParameter::release_window_data_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.window_data_param) - clear_has_window_data_param(); - ::caffe::WindowDataParameter* temp = window_data_param_; - window_data_param_ = NULL; - return temp; -} -void LayerParameter::set_allocated_window_data_param(::caffe::WindowDataParameter* window_data_param) { - delete window_data_param_; - window_data_param_ = window_data_param; - if (window_data_param) { - set_has_window_data_param(); - } else { - clear_has_window_data_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.window_data_param) -} - -inline const LayerParameter* LayerParameter::internal_default_instance() { - return &LayerParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int TransformationParameter::kScaleFieldNumber; -const int TransformationParameter::kMirrorFieldNumber; -const int TransformationParameter::kCropSizeFieldNumber; -const int TransformationParameter::kMeanFileFieldNumber; -const int TransformationParameter::kMeanValueFieldNumber; -const int TransformationParameter::kForceColorFieldNumber; -const int TransformationParameter::kForceGrayFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -TransformationParameter::TransformationParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.TransformationParameter) -} - -void TransformationParameter::InitAsDefaultInstance() { -} - -TransformationParameter::TransformationParameter(const TransformationParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.TransformationParameter) -} - -void TransformationParameter::SharedCtor() { - _cached_size_ = 0; - mean_file_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - ::memset(&crop_size_, 0, reinterpret_cast(&force_gray_) - - reinterpret_cast(&crop_size_) + sizeof(force_gray_)); - scale_ = 1; -} - -TransformationParameter::~TransformationParameter() { - // @@protoc_insertion_point(destructor:caffe.TransformationParameter) - SharedDtor(); -} - -void TransformationParameter::SharedDtor() { - mean_file_.DestroyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} - -void TransformationParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* TransformationParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return TransformationParameter_descriptor_; -} - -const TransformationParameter& TransformationParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed TransformationParameter_default_instance_; - -TransformationParameter* TransformationParameter::New(::google::protobuf::Arena* arena) const { - TransformationParameter* n = new TransformationParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void TransformationParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.TransformationParameter) -#if defined(__clang__) -#define ZR_HELPER_(f) \ - _Pragma("clang diagnostic push") \ - _Pragma("clang diagnostic ignored \"-Winvalid-offsetof\"") \ - __builtin_offsetof(TransformationParameter, f) \ - _Pragma("clang diagnostic pop") -#else -#define ZR_HELPER_(f) reinterpret_cast(\ - &reinterpret_cast(16)->f) -#endif - -#define ZR_(first, last) do {\ - ::memset(&(first), 0,\ - ZR_HELPER_(last) - ZR_HELPER_(first) + sizeof(last));\ -} while (0) - - if (_has_bits_[0 / 32] & 111u) { - ZR_(crop_size_, force_gray_); - scale_ = 1; - if (has_mean_file()) { - mean_file_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - } - -#undef ZR_HELPER_ -#undef ZR_ - - mean_value_.Clear(); - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool TransformationParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.TransformationParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional float scale = 1 [default = 1]; - case 1: { - if (tag == 13) { - set_has_scale(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &scale_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(16)) goto parse_mirror; - break; - } - - // optional bool mirror = 2 [default = false]; - case 2: { - if (tag == 16) { - parse_mirror: - set_has_mirror(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &mirror_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(24)) goto parse_crop_size; - break; - } - - // optional uint32 crop_size = 3 [default = 0]; - case 3: { - if (tag == 24) { - parse_crop_size: - set_has_crop_size(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &crop_size_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(34)) goto parse_mean_file; - break; - } - - // optional string mean_file = 4; - case 4: { - if (tag == 34) { - parse_mean_file: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_mean_file())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->mean_file().data(), this->mean_file().length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.TransformationParameter.mean_file"); - } else { - goto handle_unusual; - } - if (input->ExpectTag(45)) goto parse_mean_value; - break; - } - - // repeated float mean_value = 5; - case 5: { - if (tag == 45) { - parse_mean_value: - DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - 1, 45, input, this->mutable_mean_value()))); - } else if (tag == 42) { - DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitiveNoInline< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, this->mutable_mean_value()))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(45)) goto parse_mean_value; - if (input->ExpectTag(48)) goto parse_force_color; - break; - } - - // optional bool force_color = 6 [default = false]; - case 6: { - if (tag == 48) { - parse_force_color: - set_has_force_color(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &force_color_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(56)) goto parse_force_gray; - break; - } - - // optional bool force_gray = 7 [default = false]; - case 7: { - if (tag == 56) { - parse_force_gray: - set_has_force_gray(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &force_gray_))); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.TransformationParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.TransformationParameter) - return false; -#undef DO_ -} - -void TransformationParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.TransformationParameter) - // optional float scale = 1 [default = 1]; - if (has_scale()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(1, this->scale(), output); - } - - // optional bool mirror = 2 [default = false]; - if (has_mirror()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(2, this->mirror(), output); - } - - // optional uint32 crop_size = 3 [default = 0]; - if (has_crop_size()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(3, this->crop_size(), output); - } - - // optional string mean_file = 4; - if (has_mean_file()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->mean_file().data(), this->mean_file().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.TransformationParameter.mean_file"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 4, this->mean_file(), output); - } - - // repeated float mean_value = 5; - for (int i = 0; i < this->mean_value_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteFloat( - 5, this->mean_value(i), output); - } - - // optional bool force_color = 6 [default = false]; - if (has_force_color()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(6, this->force_color(), output); - } - - // optional bool force_gray = 7 [default = false]; - if (has_force_gray()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(7, this->force_gray(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.TransformationParameter) -} - -::google::protobuf::uint8* TransformationParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.TransformationParameter) - // optional float scale = 1 [default = 1]; - if (has_scale()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(1, this->scale(), target); - } - - // optional bool mirror = 2 [default = false]; - if (has_mirror()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(2, this->mirror(), target); - } - - // optional uint32 crop_size = 3 [default = 0]; - if (has_crop_size()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(3, this->crop_size(), target); - } - - // optional string mean_file = 4; - if (has_mean_file()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->mean_file().data(), this->mean_file().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.TransformationParameter.mean_file"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 4, this->mean_file(), target); - } - - // repeated float mean_value = 5; - for (int i = 0; i < this->mean_value_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite:: - WriteFloatToArray(5, this->mean_value(i), target); - } - - // optional bool force_color = 6 [default = false]; - if (has_force_color()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(6, this->force_color(), target); - } - - // optional bool force_gray = 7 [default = false]; - if (has_force_gray()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(7, this->force_gray(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.TransformationParameter) - return target; -} - -size_t TransformationParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.TransformationParameter) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 111u) { - // optional float scale = 1 [default = 1]; - if (has_scale()) { - total_size += 1 + 4; - } - - // optional bool mirror = 2 [default = false]; - if (has_mirror()) { - total_size += 1 + 1; - } - - // optional uint32 crop_size = 3 [default = 0]; - if (has_crop_size()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->crop_size()); - } - - // optional string mean_file = 4; - if (has_mean_file()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->mean_file()); - } - - // optional bool force_color = 6 [default = false]; - if (has_force_color()) { - total_size += 1 + 1; - } - - // optional bool force_gray = 7 [default = false]; - if (has_force_gray()) { - total_size += 1 + 1; - } - - } - // repeated float mean_value = 5; - { - size_t data_size = 0; - unsigned int count = this->mean_value_size(); - data_size = 4UL * count; - total_size += 1 * - ::google::protobuf::internal::FromIntSize(this->mean_value_size()); - total_size += data_size; - } - - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void TransformationParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.TransformationParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const TransformationParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.TransformationParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.TransformationParameter) - UnsafeMergeFrom(*source); - } -} - -void TransformationParameter::MergeFrom(const TransformationParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.TransformationParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void TransformationParameter::UnsafeMergeFrom(const TransformationParameter& from) { - GOOGLE_DCHECK(&from != this); - mean_value_.UnsafeMergeFrom(from.mean_value_); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_scale()) { - set_scale(from.scale()); - } - if (from.has_mirror()) { - set_mirror(from.mirror()); - } - if (from.has_crop_size()) { - set_crop_size(from.crop_size()); - } - if (from.has_mean_file()) { - set_has_mean_file(); - mean_file_.AssignWithDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), from.mean_file_); - } - if (from.has_force_color()) { - set_force_color(from.force_color()); - } - if (from.has_force_gray()) { - set_force_gray(from.force_gray()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void TransformationParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.TransformationParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void TransformationParameter::CopyFrom(const TransformationParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.TransformationParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool TransformationParameter::IsInitialized() const { - - return true; -} - -void TransformationParameter::Swap(TransformationParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void TransformationParameter::InternalSwap(TransformationParameter* other) { - std::swap(scale_, other->scale_); - std::swap(mirror_, other->mirror_); - std::swap(crop_size_, other->crop_size_); - mean_file_.Swap(&other->mean_file_); - mean_value_.UnsafeArenaSwap(&other->mean_value_); - std::swap(force_color_, other->force_color_); - std::swap(force_gray_, other->force_gray_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata TransformationParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = TransformationParameter_descriptor_; - metadata.reflection = TransformationParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// TransformationParameter - -// optional float scale = 1 [default = 1]; -bool TransformationParameter::has_scale() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void TransformationParameter::set_has_scale() { - _has_bits_[0] |= 0x00000001u; -} -void TransformationParameter::clear_has_scale() { - _has_bits_[0] &= ~0x00000001u; -} -void TransformationParameter::clear_scale() { - scale_ = 1; - clear_has_scale(); -} -float TransformationParameter::scale() const { - // @@protoc_insertion_point(field_get:caffe.TransformationParameter.scale) - return scale_; -} -void TransformationParameter::set_scale(float value) { - set_has_scale(); - scale_ = value; - // @@protoc_insertion_point(field_set:caffe.TransformationParameter.scale) -} - -// optional bool mirror = 2 [default = false]; -bool TransformationParameter::has_mirror() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void TransformationParameter::set_has_mirror() { - _has_bits_[0] |= 0x00000002u; -} -void TransformationParameter::clear_has_mirror() { - _has_bits_[0] &= ~0x00000002u; -} -void TransformationParameter::clear_mirror() { - mirror_ = false; - clear_has_mirror(); -} -bool TransformationParameter::mirror() const { - // @@protoc_insertion_point(field_get:caffe.TransformationParameter.mirror) - return mirror_; -} -void TransformationParameter::set_mirror(bool value) { - set_has_mirror(); - mirror_ = value; - // @@protoc_insertion_point(field_set:caffe.TransformationParameter.mirror) -} - -// optional uint32 crop_size = 3 [default = 0]; -bool TransformationParameter::has_crop_size() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -void TransformationParameter::set_has_crop_size() { - _has_bits_[0] |= 0x00000004u; -} -void TransformationParameter::clear_has_crop_size() { - _has_bits_[0] &= ~0x00000004u; -} -void TransformationParameter::clear_crop_size() { - crop_size_ = 0u; - clear_has_crop_size(); -} -::google::protobuf::uint32 TransformationParameter::crop_size() const { - // @@protoc_insertion_point(field_get:caffe.TransformationParameter.crop_size) - return crop_size_; -} -void TransformationParameter::set_crop_size(::google::protobuf::uint32 value) { - set_has_crop_size(); - crop_size_ = value; - // @@protoc_insertion_point(field_set:caffe.TransformationParameter.crop_size) -} - -// optional string mean_file = 4; -bool TransformationParameter::has_mean_file() const { - return (_has_bits_[0] & 0x00000008u) != 0; -} -void TransformationParameter::set_has_mean_file() { - _has_bits_[0] |= 0x00000008u; -} -void TransformationParameter::clear_has_mean_file() { - _has_bits_[0] &= ~0x00000008u; -} -void TransformationParameter::clear_mean_file() { - mean_file_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_mean_file(); -} -const ::std::string& TransformationParameter::mean_file() const { - // @@protoc_insertion_point(field_get:caffe.TransformationParameter.mean_file) - return mean_file_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void TransformationParameter::set_mean_file(const ::std::string& value) { - set_has_mean_file(); - mean_file_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.TransformationParameter.mean_file) -} -void TransformationParameter::set_mean_file(const char* value) { - set_has_mean_file(); - mean_file_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.TransformationParameter.mean_file) -} -void TransformationParameter::set_mean_file(const char* value, size_t size) { - set_has_mean_file(); - mean_file_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.TransformationParameter.mean_file) -} -::std::string* TransformationParameter::mutable_mean_file() { - set_has_mean_file(); - // @@protoc_insertion_point(field_mutable:caffe.TransformationParameter.mean_file) - return mean_file_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -::std::string* TransformationParameter::release_mean_file() { - // @@protoc_insertion_point(field_release:caffe.TransformationParameter.mean_file) - clear_has_mean_file(); - return mean_file_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void TransformationParameter::set_allocated_mean_file(::std::string* mean_file) { - if (mean_file != NULL) { - set_has_mean_file(); - } else { - clear_has_mean_file(); - } - mean_file_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), mean_file); - // @@protoc_insertion_point(field_set_allocated:caffe.TransformationParameter.mean_file) -} - -// repeated float mean_value = 5; -int TransformationParameter::mean_value_size() const { - return mean_value_.size(); -} -void TransformationParameter::clear_mean_value() { - mean_value_.Clear(); -} -float TransformationParameter::mean_value(int index) const { - // @@protoc_insertion_point(field_get:caffe.TransformationParameter.mean_value) - return mean_value_.Get(index); -} -void TransformationParameter::set_mean_value(int index, float value) { - mean_value_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.TransformationParameter.mean_value) -} -void TransformationParameter::add_mean_value(float value) { - mean_value_.Add(value); - // @@protoc_insertion_point(field_add:caffe.TransformationParameter.mean_value) -} -const ::google::protobuf::RepeatedField< float >& -TransformationParameter::mean_value() const { - // @@protoc_insertion_point(field_list:caffe.TransformationParameter.mean_value) - return mean_value_; -} -::google::protobuf::RepeatedField< float >* -TransformationParameter::mutable_mean_value() { - // @@protoc_insertion_point(field_mutable_list:caffe.TransformationParameter.mean_value) - return &mean_value_; -} - -// optional bool force_color = 6 [default = false]; -bool TransformationParameter::has_force_color() const { - return (_has_bits_[0] & 0x00000020u) != 0; -} -void TransformationParameter::set_has_force_color() { - _has_bits_[0] |= 0x00000020u; -} -void TransformationParameter::clear_has_force_color() { - _has_bits_[0] &= ~0x00000020u; -} -void TransformationParameter::clear_force_color() { - force_color_ = false; - clear_has_force_color(); -} -bool TransformationParameter::force_color() const { - // @@protoc_insertion_point(field_get:caffe.TransformationParameter.force_color) - return force_color_; -} -void TransformationParameter::set_force_color(bool value) { - set_has_force_color(); - force_color_ = value; - // @@protoc_insertion_point(field_set:caffe.TransformationParameter.force_color) -} - -// optional bool force_gray = 7 [default = false]; -bool TransformationParameter::has_force_gray() const { - return (_has_bits_[0] & 0x00000040u) != 0; -} -void TransformationParameter::set_has_force_gray() { - _has_bits_[0] |= 0x00000040u; -} -void TransformationParameter::clear_has_force_gray() { - _has_bits_[0] &= ~0x00000040u; -} -void TransformationParameter::clear_force_gray() { - force_gray_ = false; - clear_has_force_gray(); -} -bool TransformationParameter::force_gray() const { - // @@protoc_insertion_point(field_get:caffe.TransformationParameter.force_gray) - return force_gray_; -} -void TransformationParameter::set_force_gray(bool value) { - set_has_force_gray(); - force_gray_ = value; - // @@protoc_insertion_point(field_set:caffe.TransformationParameter.force_gray) -} - -inline const TransformationParameter* TransformationParameter::internal_default_instance() { - return &TransformationParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -const ::google::protobuf::EnumDescriptor* LossParameter_NormalizationMode_descriptor() { - protobuf_AssignDescriptorsOnce(); - return LossParameter_NormalizationMode_descriptor_; -} -bool LossParameter_NormalizationMode_IsValid(int value) { - switch (value) { - case 0: - case 1: - case 2: - case 3: - return true; - default: - return false; - } -} - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const LossParameter_NormalizationMode LossParameter::FULL; -const LossParameter_NormalizationMode LossParameter::VALID; -const LossParameter_NormalizationMode LossParameter::BATCH_SIZE; -const LossParameter_NormalizationMode LossParameter::NONE; -const LossParameter_NormalizationMode LossParameter::NormalizationMode_MIN; -const LossParameter_NormalizationMode LossParameter::NormalizationMode_MAX; -const int LossParameter::NormalizationMode_ARRAYSIZE; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int LossParameter::kIgnoreLabelFieldNumber; -const int LossParameter::kNormalizationFieldNumber; -const int LossParameter::kNormalizeFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -LossParameter::LossParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.LossParameter) -} - -void LossParameter::InitAsDefaultInstance() { -} - -LossParameter::LossParameter(const LossParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.LossParameter) -} - -void LossParameter::SharedCtor() { - _cached_size_ = 0; - ::memset(&ignore_label_, 0, reinterpret_cast(&normalize_) - - reinterpret_cast(&ignore_label_) + sizeof(normalize_)); - normalization_ = 1; -} - -LossParameter::~LossParameter() { - // @@protoc_insertion_point(destructor:caffe.LossParameter) - SharedDtor(); -} - -void LossParameter::SharedDtor() { -} - -void LossParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* LossParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return LossParameter_descriptor_; -} - -const LossParameter& LossParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed LossParameter_default_instance_; - -LossParameter* LossParameter::New(::google::protobuf::Arena* arena) const { - LossParameter* n = new LossParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void LossParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.LossParameter) -#if defined(__clang__) -#define ZR_HELPER_(f) \ - _Pragma("clang diagnostic push") \ - _Pragma("clang diagnostic ignored \"-Winvalid-offsetof\"") \ - __builtin_offsetof(LossParameter, f) \ - _Pragma("clang diagnostic pop") -#else -#define ZR_HELPER_(f) reinterpret_cast(\ - &reinterpret_cast(16)->f) -#endif - -#define ZR_(first, last) do {\ - ::memset(&(first), 0,\ - ZR_HELPER_(last) - ZR_HELPER_(first) + sizeof(last));\ -} while (0) - - if (_has_bits_[0 / 32] & 7u) { - ZR_(ignore_label_, normalize_); - normalization_ = 1; - } - -#undef ZR_HELPER_ -#undef ZR_ - - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool LossParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.LossParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional int32 ignore_label = 1; - case 1: { - if (tag == 8) { - set_has_ignore_label(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &ignore_label_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(16)) goto parse_normalize; - break; - } - - // optional bool normalize = 2; - case 2: { - if (tag == 16) { - parse_normalize: - set_has_normalize(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &normalize_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(24)) goto parse_normalization; - break; - } - - // optional .caffe.LossParameter.NormalizationMode normalization = 3 [default = VALID]; - case 3: { - if (tag == 24) { - parse_normalization: - int value; - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - int, ::google::protobuf::internal::WireFormatLite::TYPE_ENUM>( - input, &value))); - if (::caffe::LossParameter_NormalizationMode_IsValid(value)) { - set_normalization(static_cast< ::caffe::LossParameter_NormalizationMode >(value)); - } else { - mutable_unknown_fields()->AddVarint(3, value); - } - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.LossParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.LossParameter) - return false; -#undef DO_ -} - -void LossParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.LossParameter) - // optional int32 ignore_label = 1; - if (has_ignore_label()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(1, this->ignore_label(), output); - } - - // optional bool normalize = 2; - if (has_normalize()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(2, this->normalize(), output); - } - - // optional .caffe.LossParameter.NormalizationMode normalization = 3 [default = VALID]; - if (has_normalization()) { - ::google::protobuf::internal::WireFormatLite::WriteEnum( - 3, this->normalization(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.LossParameter) -} - -::google::protobuf::uint8* LossParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.LossParameter) - // optional int32 ignore_label = 1; - if (has_ignore_label()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(1, this->ignore_label(), target); - } - - // optional bool normalize = 2; - if (has_normalize()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(2, this->normalize(), target); - } - - // optional .caffe.LossParameter.NormalizationMode normalization = 3 [default = VALID]; - if (has_normalization()) { - target = ::google::protobuf::internal::WireFormatLite::WriteEnumToArray( - 3, this->normalization(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.LossParameter) - return target; -} - -size_t LossParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.LossParameter) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 7u) { - // optional int32 ignore_label = 1; - if (has_ignore_label()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->ignore_label()); - } - - // optional .caffe.LossParameter.NormalizationMode normalization = 3 [default = VALID]; - if (has_normalization()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::EnumSize(this->normalization()); - } - - // optional bool normalize = 2; - if (has_normalize()) { - total_size += 1 + 1; - } - - } - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void LossParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.LossParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const LossParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.LossParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.LossParameter) - UnsafeMergeFrom(*source); - } -} - -void LossParameter::MergeFrom(const LossParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.LossParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void LossParameter::UnsafeMergeFrom(const LossParameter& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_ignore_label()) { - set_ignore_label(from.ignore_label()); - } - if (from.has_normalization()) { - set_normalization(from.normalization()); - } - if (from.has_normalize()) { - set_normalize(from.normalize()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void LossParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.LossParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void LossParameter::CopyFrom(const LossParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.LossParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool LossParameter::IsInitialized() const { - - return true; -} - -void LossParameter::Swap(LossParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void LossParameter::InternalSwap(LossParameter* other) { - std::swap(ignore_label_, other->ignore_label_); - std::swap(normalization_, other->normalization_); - std::swap(normalize_, other->normalize_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata LossParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = LossParameter_descriptor_; - metadata.reflection = LossParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// LossParameter - -// optional int32 ignore_label = 1; -bool LossParameter::has_ignore_label() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void LossParameter::set_has_ignore_label() { - _has_bits_[0] |= 0x00000001u; -} -void LossParameter::clear_has_ignore_label() { - _has_bits_[0] &= ~0x00000001u; -} -void LossParameter::clear_ignore_label() { - ignore_label_ = 0; - clear_has_ignore_label(); -} -::google::protobuf::int32 LossParameter::ignore_label() const { - // @@protoc_insertion_point(field_get:caffe.LossParameter.ignore_label) - return ignore_label_; -} -void LossParameter::set_ignore_label(::google::protobuf::int32 value) { - set_has_ignore_label(); - ignore_label_ = value; - // @@protoc_insertion_point(field_set:caffe.LossParameter.ignore_label) -} - -// optional .caffe.LossParameter.NormalizationMode normalization = 3 [default = VALID]; -bool LossParameter::has_normalization() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void LossParameter::set_has_normalization() { - _has_bits_[0] |= 0x00000002u; -} -void LossParameter::clear_has_normalization() { - _has_bits_[0] &= ~0x00000002u; -} -void LossParameter::clear_normalization() { - normalization_ = 1; - clear_has_normalization(); -} -::caffe::LossParameter_NormalizationMode LossParameter::normalization() const { - // @@protoc_insertion_point(field_get:caffe.LossParameter.normalization) - return static_cast< ::caffe::LossParameter_NormalizationMode >(normalization_); -} -void LossParameter::set_normalization(::caffe::LossParameter_NormalizationMode value) { - assert(::caffe::LossParameter_NormalizationMode_IsValid(value)); - set_has_normalization(); - normalization_ = value; - // @@protoc_insertion_point(field_set:caffe.LossParameter.normalization) -} - -// optional bool normalize = 2; -bool LossParameter::has_normalize() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -void LossParameter::set_has_normalize() { - _has_bits_[0] |= 0x00000004u; -} -void LossParameter::clear_has_normalize() { - _has_bits_[0] &= ~0x00000004u; -} -void LossParameter::clear_normalize() { - normalize_ = false; - clear_has_normalize(); -} -bool LossParameter::normalize() const { - // @@protoc_insertion_point(field_get:caffe.LossParameter.normalize) - return normalize_; -} -void LossParameter::set_normalize(bool value) { - set_has_normalize(); - normalize_ = value; - // @@protoc_insertion_point(field_set:caffe.LossParameter.normalize) -} - -inline const LossParameter* LossParameter::internal_default_instance() { - return &LossParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int AccuracyParameter::kTopKFieldNumber; -const int AccuracyParameter::kAxisFieldNumber; -const int AccuracyParameter::kIgnoreLabelFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -AccuracyParameter::AccuracyParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.AccuracyParameter) -} - -void AccuracyParameter::InitAsDefaultInstance() { -} - -AccuracyParameter::AccuracyParameter(const AccuracyParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.AccuracyParameter) -} - -void AccuracyParameter::SharedCtor() { - _cached_size_ = 0; - ignore_label_ = 0; - top_k_ = 1u; - axis_ = 1; -} - -AccuracyParameter::~AccuracyParameter() { - // @@protoc_insertion_point(destructor:caffe.AccuracyParameter) - SharedDtor(); -} - -void AccuracyParameter::SharedDtor() { -} - -void AccuracyParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* AccuracyParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return AccuracyParameter_descriptor_; -} - -const AccuracyParameter& AccuracyParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed AccuracyParameter_default_instance_; - -AccuracyParameter* AccuracyParameter::New(::google::protobuf::Arena* arena) const { - AccuracyParameter* n = new AccuracyParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void AccuracyParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.AccuracyParameter) - if (_has_bits_[0 / 32] & 7u) { - top_k_ = 1u; - axis_ = 1; - ignore_label_ = 0; - } - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool AccuracyParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.AccuracyParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional uint32 top_k = 1 [default = 1]; - case 1: { - if (tag == 8) { - set_has_top_k(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &top_k_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(16)) goto parse_axis; - break; - } - - // optional int32 axis = 2 [default = 1]; - case 2: { - if (tag == 16) { - parse_axis: - set_has_axis(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &axis_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(24)) goto parse_ignore_label; - break; - } - - // optional int32 ignore_label = 3; - case 3: { - if (tag == 24) { - parse_ignore_label: - set_has_ignore_label(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &ignore_label_))); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.AccuracyParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.AccuracyParameter) - return false; -#undef DO_ -} - -void AccuracyParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.AccuracyParameter) - // optional uint32 top_k = 1 [default = 1]; - if (has_top_k()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(1, this->top_k(), output); - } - - // optional int32 axis = 2 [default = 1]; - if (has_axis()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(2, this->axis(), output); - } - - // optional int32 ignore_label = 3; - if (has_ignore_label()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(3, this->ignore_label(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.AccuracyParameter) -} - -::google::protobuf::uint8* AccuracyParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.AccuracyParameter) - // optional uint32 top_k = 1 [default = 1]; - if (has_top_k()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(1, this->top_k(), target); - } - - // optional int32 axis = 2 [default = 1]; - if (has_axis()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(2, this->axis(), target); - } - - // optional int32 ignore_label = 3; - if (has_ignore_label()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(3, this->ignore_label(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.AccuracyParameter) - return target; -} - -size_t AccuracyParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.AccuracyParameter) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 7u) { - // optional uint32 top_k = 1 [default = 1]; - if (has_top_k()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->top_k()); - } - - // optional int32 axis = 2 [default = 1]; - if (has_axis()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->axis()); - } - - // optional int32 ignore_label = 3; - if (has_ignore_label()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->ignore_label()); - } - - } - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void AccuracyParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.AccuracyParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const AccuracyParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.AccuracyParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.AccuracyParameter) - UnsafeMergeFrom(*source); - } -} - -void AccuracyParameter::MergeFrom(const AccuracyParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.AccuracyParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void AccuracyParameter::UnsafeMergeFrom(const AccuracyParameter& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_top_k()) { - set_top_k(from.top_k()); - } - if (from.has_axis()) { - set_axis(from.axis()); - } - if (from.has_ignore_label()) { - set_ignore_label(from.ignore_label()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void AccuracyParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.AccuracyParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void AccuracyParameter::CopyFrom(const AccuracyParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.AccuracyParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool AccuracyParameter::IsInitialized() const { - - return true; -} - -void AccuracyParameter::Swap(AccuracyParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void AccuracyParameter::InternalSwap(AccuracyParameter* other) { - std::swap(top_k_, other->top_k_); - std::swap(axis_, other->axis_); - std::swap(ignore_label_, other->ignore_label_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata AccuracyParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = AccuracyParameter_descriptor_; - metadata.reflection = AccuracyParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// AccuracyParameter - -// optional uint32 top_k = 1 [default = 1]; -bool AccuracyParameter::has_top_k() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void AccuracyParameter::set_has_top_k() { - _has_bits_[0] |= 0x00000001u; -} -void AccuracyParameter::clear_has_top_k() { - _has_bits_[0] &= ~0x00000001u; -} -void AccuracyParameter::clear_top_k() { - top_k_ = 1u; - clear_has_top_k(); -} -::google::protobuf::uint32 AccuracyParameter::top_k() const { - // @@protoc_insertion_point(field_get:caffe.AccuracyParameter.top_k) - return top_k_; -} -void AccuracyParameter::set_top_k(::google::protobuf::uint32 value) { - set_has_top_k(); - top_k_ = value; - // @@protoc_insertion_point(field_set:caffe.AccuracyParameter.top_k) -} - -// optional int32 axis = 2 [default = 1]; -bool AccuracyParameter::has_axis() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void AccuracyParameter::set_has_axis() { - _has_bits_[0] |= 0x00000002u; -} -void AccuracyParameter::clear_has_axis() { - _has_bits_[0] &= ~0x00000002u; -} -void AccuracyParameter::clear_axis() { - axis_ = 1; - clear_has_axis(); -} -::google::protobuf::int32 AccuracyParameter::axis() const { - // @@protoc_insertion_point(field_get:caffe.AccuracyParameter.axis) - return axis_; -} -void AccuracyParameter::set_axis(::google::protobuf::int32 value) { - set_has_axis(); - axis_ = value; - // @@protoc_insertion_point(field_set:caffe.AccuracyParameter.axis) -} - -// optional int32 ignore_label = 3; -bool AccuracyParameter::has_ignore_label() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -void AccuracyParameter::set_has_ignore_label() { - _has_bits_[0] |= 0x00000004u; -} -void AccuracyParameter::clear_has_ignore_label() { - _has_bits_[0] &= ~0x00000004u; -} -void AccuracyParameter::clear_ignore_label() { - ignore_label_ = 0; - clear_has_ignore_label(); -} -::google::protobuf::int32 AccuracyParameter::ignore_label() const { - // @@protoc_insertion_point(field_get:caffe.AccuracyParameter.ignore_label) - return ignore_label_; -} -void AccuracyParameter::set_ignore_label(::google::protobuf::int32 value) { - set_has_ignore_label(); - ignore_label_ = value; - // @@protoc_insertion_point(field_set:caffe.AccuracyParameter.ignore_label) -} - -inline const AccuracyParameter* AccuracyParameter::internal_default_instance() { - return &AccuracyParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int ArgMaxParameter::kOutMaxValFieldNumber; -const int ArgMaxParameter::kTopKFieldNumber; -const int ArgMaxParameter::kAxisFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -ArgMaxParameter::ArgMaxParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.ArgMaxParameter) -} - -void ArgMaxParameter::InitAsDefaultInstance() { -} - -ArgMaxParameter::ArgMaxParameter(const ArgMaxParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.ArgMaxParameter) -} - -void ArgMaxParameter::SharedCtor() { - _cached_size_ = 0; - ::memset(&out_max_val_, 0, reinterpret_cast(&axis_) - - reinterpret_cast(&out_max_val_) + sizeof(axis_)); - top_k_ = 1u; -} - -ArgMaxParameter::~ArgMaxParameter() { - // @@protoc_insertion_point(destructor:caffe.ArgMaxParameter) - SharedDtor(); -} - -void ArgMaxParameter::SharedDtor() { -} - -void ArgMaxParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* ArgMaxParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return ArgMaxParameter_descriptor_; -} - -const ArgMaxParameter& ArgMaxParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed ArgMaxParameter_default_instance_; - -ArgMaxParameter* ArgMaxParameter::New(::google::protobuf::Arena* arena) const { - ArgMaxParameter* n = new ArgMaxParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void ArgMaxParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.ArgMaxParameter) -#if defined(__clang__) -#define ZR_HELPER_(f) \ - _Pragma("clang diagnostic push") \ - _Pragma("clang diagnostic ignored \"-Winvalid-offsetof\"") \ - __builtin_offsetof(ArgMaxParameter, f) \ - _Pragma("clang diagnostic pop") -#else -#define ZR_HELPER_(f) reinterpret_cast(\ - &reinterpret_cast(16)->f) -#endif - -#define ZR_(first, last) do {\ - ::memset(&(first), 0,\ - ZR_HELPER_(last) - ZR_HELPER_(first) + sizeof(last));\ -} while (0) - - if (_has_bits_[0 / 32] & 7u) { - ZR_(out_max_val_, axis_); - top_k_ = 1u; - } - -#undef ZR_HELPER_ -#undef ZR_ - - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool ArgMaxParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.ArgMaxParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional bool out_max_val = 1 [default = false]; - case 1: { - if (tag == 8) { - set_has_out_max_val(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &out_max_val_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(16)) goto parse_top_k; - break; - } - - // optional uint32 top_k = 2 [default = 1]; - case 2: { - if (tag == 16) { - parse_top_k: - set_has_top_k(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &top_k_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(24)) goto parse_axis; - break; - } - - // optional int32 axis = 3; - case 3: { - if (tag == 24) { - parse_axis: - set_has_axis(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &axis_))); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.ArgMaxParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.ArgMaxParameter) - return false; -#undef DO_ -} - -void ArgMaxParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.ArgMaxParameter) - // optional bool out_max_val = 1 [default = false]; - if (has_out_max_val()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(1, this->out_max_val(), output); - } - - // optional uint32 top_k = 2 [default = 1]; - if (has_top_k()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(2, this->top_k(), output); - } - - // optional int32 axis = 3; - if (has_axis()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(3, this->axis(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.ArgMaxParameter) -} - -::google::protobuf::uint8* ArgMaxParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.ArgMaxParameter) - // optional bool out_max_val = 1 [default = false]; - if (has_out_max_val()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(1, this->out_max_val(), target); - } - - // optional uint32 top_k = 2 [default = 1]; - if (has_top_k()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(2, this->top_k(), target); - } - - // optional int32 axis = 3; - if (has_axis()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(3, this->axis(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.ArgMaxParameter) - return target; -} - -size_t ArgMaxParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.ArgMaxParameter) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 7u) { - // optional bool out_max_val = 1 [default = false]; - if (has_out_max_val()) { - total_size += 1 + 1; - } - - // optional uint32 top_k = 2 [default = 1]; - if (has_top_k()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->top_k()); - } - - // optional int32 axis = 3; - if (has_axis()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->axis()); - } - - } - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void ArgMaxParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.ArgMaxParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const ArgMaxParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.ArgMaxParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.ArgMaxParameter) - UnsafeMergeFrom(*source); - } -} - -void ArgMaxParameter::MergeFrom(const ArgMaxParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.ArgMaxParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void ArgMaxParameter::UnsafeMergeFrom(const ArgMaxParameter& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_out_max_val()) { - set_out_max_val(from.out_max_val()); - } - if (from.has_top_k()) { - set_top_k(from.top_k()); - } - if (from.has_axis()) { - set_axis(from.axis()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void ArgMaxParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.ArgMaxParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void ArgMaxParameter::CopyFrom(const ArgMaxParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.ArgMaxParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool ArgMaxParameter::IsInitialized() const { - - return true; -} - -void ArgMaxParameter::Swap(ArgMaxParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void ArgMaxParameter::InternalSwap(ArgMaxParameter* other) { - std::swap(out_max_val_, other->out_max_val_); - std::swap(top_k_, other->top_k_); - std::swap(axis_, other->axis_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata ArgMaxParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = ArgMaxParameter_descriptor_; - metadata.reflection = ArgMaxParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// ArgMaxParameter - -// optional bool out_max_val = 1 [default = false]; -bool ArgMaxParameter::has_out_max_val() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void ArgMaxParameter::set_has_out_max_val() { - _has_bits_[0] |= 0x00000001u; -} -void ArgMaxParameter::clear_has_out_max_val() { - _has_bits_[0] &= ~0x00000001u; -} -void ArgMaxParameter::clear_out_max_val() { - out_max_val_ = false; - clear_has_out_max_val(); -} -bool ArgMaxParameter::out_max_val() const { - // @@protoc_insertion_point(field_get:caffe.ArgMaxParameter.out_max_val) - return out_max_val_; -} -void ArgMaxParameter::set_out_max_val(bool value) { - set_has_out_max_val(); - out_max_val_ = value; - // @@protoc_insertion_point(field_set:caffe.ArgMaxParameter.out_max_val) -} - -// optional uint32 top_k = 2 [default = 1]; -bool ArgMaxParameter::has_top_k() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void ArgMaxParameter::set_has_top_k() { - _has_bits_[0] |= 0x00000002u; -} -void ArgMaxParameter::clear_has_top_k() { - _has_bits_[0] &= ~0x00000002u; -} -void ArgMaxParameter::clear_top_k() { - top_k_ = 1u; - clear_has_top_k(); -} -::google::protobuf::uint32 ArgMaxParameter::top_k() const { - // @@protoc_insertion_point(field_get:caffe.ArgMaxParameter.top_k) - return top_k_; -} -void ArgMaxParameter::set_top_k(::google::protobuf::uint32 value) { - set_has_top_k(); - top_k_ = value; - // @@protoc_insertion_point(field_set:caffe.ArgMaxParameter.top_k) -} - -// optional int32 axis = 3; -bool ArgMaxParameter::has_axis() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -void ArgMaxParameter::set_has_axis() { - _has_bits_[0] |= 0x00000004u; -} -void ArgMaxParameter::clear_has_axis() { - _has_bits_[0] &= ~0x00000004u; -} -void ArgMaxParameter::clear_axis() { - axis_ = 0; - clear_has_axis(); -} -::google::protobuf::int32 ArgMaxParameter::axis() const { - // @@protoc_insertion_point(field_get:caffe.ArgMaxParameter.axis) - return axis_; -} -void ArgMaxParameter::set_axis(::google::protobuf::int32 value) { - set_has_axis(); - axis_ = value; - // @@protoc_insertion_point(field_set:caffe.ArgMaxParameter.axis) -} - -inline const ArgMaxParameter* ArgMaxParameter::internal_default_instance() { - return &ArgMaxParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int ConcatParameter::kAxisFieldNumber; -const int ConcatParameter::kConcatDimFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -ConcatParameter::ConcatParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.ConcatParameter) -} - -void ConcatParameter::InitAsDefaultInstance() { -} - -ConcatParameter::ConcatParameter(const ConcatParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.ConcatParameter) -} - -void ConcatParameter::SharedCtor() { - _cached_size_ = 0; - axis_ = 1; - concat_dim_ = 1u; -} - -ConcatParameter::~ConcatParameter() { - // @@protoc_insertion_point(destructor:caffe.ConcatParameter) - SharedDtor(); -} - -void ConcatParameter::SharedDtor() { -} - -void ConcatParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* ConcatParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return ConcatParameter_descriptor_; -} - -const ConcatParameter& ConcatParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed ConcatParameter_default_instance_; - -ConcatParameter* ConcatParameter::New(::google::protobuf::Arena* arena) const { - ConcatParameter* n = new ConcatParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void ConcatParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.ConcatParameter) - if (_has_bits_[0 / 32] & 3u) { - axis_ = 1; - concat_dim_ = 1u; - } - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool ConcatParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.ConcatParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional uint32 concat_dim = 1 [default = 1]; - case 1: { - if (tag == 8) { - set_has_concat_dim(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &concat_dim_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(16)) goto parse_axis; - break; - } - - // optional int32 axis = 2 [default = 1]; - case 2: { - if (tag == 16) { - parse_axis: - set_has_axis(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &axis_))); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.ConcatParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.ConcatParameter) - return false; -#undef DO_ -} - -void ConcatParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.ConcatParameter) - // optional uint32 concat_dim = 1 [default = 1]; - if (has_concat_dim()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(1, this->concat_dim(), output); - } - - // optional int32 axis = 2 [default = 1]; - if (has_axis()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(2, this->axis(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.ConcatParameter) -} - -::google::protobuf::uint8* ConcatParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.ConcatParameter) - // optional uint32 concat_dim = 1 [default = 1]; - if (has_concat_dim()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(1, this->concat_dim(), target); - } - - // optional int32 axis = 2 [default = 1]; - if (has_axis()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(2, this->axis(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.ConcatParameter) - return target; -} - -size_t ConcatParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.ConcatParameter) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 3u) { - // optional int32 axis = 2 [default = 1]; - if (has_axis()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->axis()); - } - - // optional uint32 concat_dim = 1 [default = 1]; - if (has_concat_dim()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->concat_dim()); - } - - } - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void ConcatParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.ConcatParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const ConcatParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.ConcatParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.ConcatParameter) - UnsafeMergeFrom(*source); - } -} - -void ConcatParameter::MergeFrom(const ConcatParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.ConcatParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void ConcatParameter::UnsafeMergeFrom(const ConcatParameter& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_axis()) { - set_axis(from.axis()); - } - if (from.has_concat_dim()) { - set_concat_dim(from.concat_dim()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void ConcatParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.ConcatParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void ConcatParameter::CopyFrom(const ConcatParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.ConcatParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool ConcatParameter::IsInitialized() const { - - return true; -} - -void ConcatParameter::Swap(ConcatParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void ConcatParameter::InternalSwap(ConcatParameter* other) { - std::swap(axis_, other->axis_); - std::swap(concat_dim_, other->concat_dim_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata ConcatParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = ConcatParameter_descriptor_; - metadata.reflection = ConcatParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// ConcatParameter - -// optional int32 axis = 2 [default = 1]; -bool ConcatParameter::has_axis() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void ConcatParameter::set_has_axis() { - _has_bits_[0] |= 0x00000001u; -} -void ConcatParameter::clear_has_axis() { - _has_bits_[0] &= ~0x00000001u; -} -void ConcatParameter::clear_axis() { - axis_ = 1; - clear_has_axis(); -} -::google::protobuf::int32 ConcatParameter::axis() const { - // @@protoc_insertion_point(field_get:caffe.ConcatParameter.axis) - return axis_; -} -void ConcatParameter::set_axis(::google::protobuf::int32 value) { - set_has_axis(); - axis_ = value; - // @@protoc_insertion_point(field_set:caffe.ConcatParameter.axis) -} - -// optional uint32 concat_dim = 1 [default = 1]; -bool ConcatParameter::has_concat_dim() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void ConcatParameter::set_has_concat_dim() { - _has_bits_[0] |= 0x00000002u; -} -void ConcatParameter::clear_has_concat_dim() { - _has_bits_[0] &= ~0x00000002u; -} -void ConcatParameter::clear_concat_dim() { - concat_dim_ = 1u; - clear_has_concat_dim(); -} -::google::protobuf::uint32 ConcatParameter::concat_dim() const { - // @@protoc_insertion_point(field_get:caffe.ConcatParameter.concat_dim) - return concat_dim_; -} -void ConcatParameter::set_concat_dim(::google::protobuf::uint32 value) { - set_has_concat_dim(); - concat_dim_ = value; - // @@protoc_insertion_point(field_set:caffe.ConcatParameter.concat_dim) -} - -inline const ConcatParameter* ConcatParameter::internal_default_instance() { - return &ConcatParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int BatchNormParameter::kUseGlobalStatsFieldNumber; -const int BatchNormParameter::kMovingAverageFractionFieldNumber; -const int BatchNormParameter::kEpsFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -BatchNormParameter::BatchNormParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.BatchNormParameter) -} - -void BatchNormParameter::InitAsDefaultInstance() { -} - -BatchNormParameter::BatchNormParameter(const BatchNormParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.BatchNormParameter) -} - -void BatchNormParameter::SharedCtor() { - _cached_size_ = 0; - use_global_stats_ = false; - moving_average_fraction_ = 0.999f; - eps_ = 1e-05f; -} - -BatchNormParameter::~BatchNormParameter() { - // @@protoc_insertion_point(destructor:caffe.BatchNormParameter) - SharedDtor(); -} - -void BatchNormParameter::SharedDtor() { -} - -void BatchNormParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* BatchNormParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return BatchNormParameter_descriptor_; -} - -const BatchNormParameter& BatchNormParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed BatchNormParameter_default_instance_; - -BatchNormParameter* BatchNormParameter::New(::google::protobuf::Arena* arena) const { - BatchNormParameter* n = new BatchNormParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void BatchNormParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.BatchNormParameter) - if (_has_bits_[0 / 32] & 7u) { - use_global_stats_ = false; - moving_average_fraction_ = 0.999f; - eps_ = 1e-05f; - } - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool BatchNormParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.BatchNormParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional bool use_global_stats = 1; - case 1: { - if (tag == 8) { - set_has_use_global_stats(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &use_global_stats_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(21)) goto parse_moving_average_fraction; - break; - } - - // optional float moving_average_fraction = 2 [default = 0.999]; - case 2: { - if (tag == 21) { - parse_moving_average_fraction: - set_has_moving_average_fraction(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &moving_average_fraction_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(29)) goto parse_eps; - break; - } - - // optional float eps = 3 [default = 1e-05]; - case 3: { - if (tag == 29) { - parse_eps: - set_has_eps(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &eps_))); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.BatchNormParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.BatchNormParameter) - return false; -#undef DO_ -} - -void BatchNormParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.BatchNormParameter) - // optional bool use_global_stats = 1; - if (has_use_global_stats()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(1, this->use_global_stats(), output); - } - - // optional float moving_average_fraction = 2 [default = 0.999]; - if (has_moving_average_fraction()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(2, this->moving_average_fraction(), output); - } - - // optional float eps = 3 [default = 1e-05]; - if (has_eps()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(3, this->eps(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.BatchNormParameter) -} - -::google::protobuf::uint8* BatchNormParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.BatchNormParameter) - // optional bool use_global_stats = 1; - if (has_use_global_stats()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(1, this->use_global_stats(), target); - } - - // optional float moving_average_fraction = 2 [default = 0.999]; - if (has_moving_average_fraction()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(2, this->moving_average_fraction(), target); - } - - // optional float eps = 3 [default = 1e-05]; - if (has_eps()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(3, this->eps(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.BatchNormParameter) - return target; -} - -size_t BatchNormParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.BatchNormParameter) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 7u) { - // optional bool use_global_stats = 1; - if (has_use_global_stats()) { - total_size += 1 + 1; - } - - // optional float moving_average_fraction = 2 [default = 0.999]; - if (has_moving_average_fraction()) { - total_size += 1 + 4; - } - - // optional float eps = 3 [default = 1e-05]; - if (has_eps()) { - total_size += 1 + 4; - } - - } - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void BatchNormParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.BatchNormParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const BatchNormParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.BatchNormParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.BatchNormParameter) - UnsafeMergeFrom(*source); - } -} - -void BatchNormParameter::MergeFrom(const BatchNormParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.BatchNormParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void BatchNormParameter::UnsafeMergeFrom(const BatchNormParameter& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_use_global_stats()) { - set_use_global_stats(from.use_global_stats()); - } - if (from.has_moving_average_fraction()) { - set_moving_average_fraction(from.moving_average_fraction()); - } - if (from.has_eps()) { - set_eps(from.eps()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void BatchNormParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.BatchNormParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void BatchNormParameter::CopyFrom(const BatchNormParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.BatchNormParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool BatchNormParameter::IsInitialized() const { - - return true; -} - -void BatchNormParameter::Swap(BatchNormParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void BatchNormParameter::InternalSwap(BatchNormParameter* other) { - std::swap(use_global_stats_, other->use_global_stats_); - std::swap(moving_average_fraction_, other->moving_average_fraction_); - std::swap(eps_, other->eps_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata BatchNormParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = BatchNormParameter_descriptor_; - metadata.reflection = BatchNormParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// BatchNormParameter - -// optional bool use_global_stats = 1; -bool BatchNormParameter::has_use_global_stats() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void BatchNormParameter::set_has_use_global_stats() { - _has_bits_[0] |= 0x00000001u; -} -void BatchNormParameter::clear_has_use_global_stats() { - _has_bits_[0] &= ~0x00000001u; -} -void BatchNormParameter::clear_use_global_stats() { - use_global_stats_ = false; - clear_has_use_global_stats(); -} -bool BatchNormParameter::use_global_stats() const { - // @@protoc_insertion_point(field_get:caffe.BatchNormParameter.use_global_stats) - return use_global_stats_; -} -void BatchNormParameter::set_use_global_stats(bool value) { - set_has_use_global_stats(); - use_global_stats_ = value; - // @@protoc_insertion_point(field_set:caffe.BatchNormParameter.use_global_stats) -} - -// optional float moving_average_fraction = 2 [default = 0.999]; -bool BatchNormParameter::has_moving_average_fraction() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void BatchNormParameter::set_has_moving_average_fraction() { - _has_bits_[0] |= 0x00000002u; -} -void BatchNormParameter::clear_has_moving_average_fraction() { - _has_bits_[0] &= ~0x00000002u; -} -void BatchNormParameter::clear_moving_average_fraction() { - moving_average_fraction_ = 0.999f; - clear_has_moving_average_fraction(); -} -float BatchNormParameter::moving_average_fraction() const { - // @@protoc_insertion_point(field_get:caffe.BatchNormParameter.moving_average_fraction) - return moving_average_fraction_; -} -void BatchNormParameter::set_moving_average_fraction(float value) { - set_has_moving_average_fraction(); - moving_average_fraction_ = value; - // @@protoc_insertion_point(field_set:caffe.BatchNormParameter.moving_average_fraction) -} - -// optional float eps = 3 [default = 1e-05]; -bool BatchNormParameter::has_eps() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -void BatchNormParameter::set_has_eps() { - _has_bits_[0] |= 0x00000004u; -} -void BatchNormParameter::clear_has_eps() { - _has_bits_[0] &= ~0x00000004u; -} -void BatchNormParameter::clear_eps() { - eps_ = 1e-05f; - clear_has_eps(); -} -float BatchNormParameter::eps() const { - // @@protoc_insertion_point(field_get:caffe.BatchNormParameter.eps) - return eps_; -} -void BatchNormParameter::set_eps(float value) { - set_has_eps(); - eps_ = value; - // @@protoc_insertion_point(field_set:caffe.BatchNormParameter.eps) -} - -inline const BatchNormParameter* BatchNormParameter::internal_default_instance() { - return &BatchNormParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int BiasParameter::kAxisFieldNumber; -const int BiasParameter::kNumAxesFieldNumber; -const int BiasParameter::kFillerFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -BiasParameter::BiasParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.BiasParameter) -} - -void BiasParameter::InitAsDefaultInstance() { - filler_ = const_cast< ::caffe::FillerParameter*>( - ::caffe::FillerParameter::internal_default_instance()); -} - -BiasParameter::BiasParameter(const BiasParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.BiasParameter) -} - -void BiasParameter::SharedCtor() { - _cached_size_ = 0; - filler_ = NULL; - axis_ = 1; - num_axes_ = 1; -} - -BiasParameter::~BiasParameter() { - // @@protoc_insertion_point(destructor:caffe.BiasParameter) - SharedDtor(); -} - -void BiasParameter::SharedDtor() { - if (this != &BiasParameter_default_instance_.get()) { - delete filler_; - } -} - -void BiasParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* BiasParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return BiasParameter_descriptor_; -} - -const BiasParameter& BiasParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed BiasParameter_default_instance_; - -BiasParameter* BiasParameter::New(::google::protobuf::Arena* arena) const { - BiasParameter* n = new BiasParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void BiasParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.BiasParameter) - if (_has_bits_[0 / 32] & 7u) { - axis_ = 1; - num_axes_ = 1; - if (has_filler()) { - if (filler_ != NULL) filler_->::caffe::FillerParameter::Clear(); - } - } - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool BiasParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.BiasParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional int32 axis = 1 [default = 1]; - case 1: { - if (tag == 8) { - set_has_axis(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &axis_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(16)) goto parse_num_axes; - break; - } - - // optional int32 num_axes = 2 [default = 1]; - case 2: { - if (tag == 16) { - parse_num_axes: - set_has_num_axes(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &num_axes_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(26)) goto parse_filler; - break; - } - - // optional .caffe.FillerParameter filler = 3; - case 3: { - if (tag == 26) { - parse_filler: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_filler())); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.BiasParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.BiasParameter) - return false; -#undef DO_ -} - -void BiasParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.BiasParameter) - // optional int32 axis = 1 [default = 1]; - if (has_axis()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(1, this->axis(), output); - } - - // optional int32 num_axes = 2 [default = 1]; - if (has_num_axes()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(2, this->num_axes(), output); - } - - // optional .caffe.FillerParameter filler = 3; - if (has_filler()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 3, *this->filler_, output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.BiasParameter) -} - -::google::protobuf::uint8* BiasParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.BiasParameter) - // optional int32 axis = 1 [default = 1]; - if (has_axis()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(1, this->axis(), target); - } - - // optional int32 num_axes = 2 [default = 1]; - if (has_num_axes()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(2, this->num_axes(), target); - } - - // optional .caffe.FillerParameter filler = 3; - if (has_filler()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 3, *this->filler_, false, target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.BiasParameter) - return target; -} - -size_t BiasParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.BiasParameter) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 7u) { - // optional int32 axis = 1 [default = 1]; - if (has_axis()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->axis()); - } - - // optional int32 num_axes = 2 [default = 1]; - if (has_num_axes()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->num_axes()); - } - - // optional .caffe.FillerParameter filler = 3; - if (has_filler()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->filler_); - } - - } - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void BiasParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.BiasParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const BiasParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.BiasParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.BiasParameter) - UnsafeMergeFrom(*source); - } -} - -void BiasParameter::MergeFrom(const BiasParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.BiasParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void BiasParameter::UnsafeMergeFrom(const BiasParameter& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_axis()) { - set_axis(from.axis()); - } - if (from.has_num_axes()) { - set_num_axes(from.num_axes()); - } - if (from.has_filler()) { - mutable_filler()->::caffe::FillerParameter::MergeFrom(from.filler()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void BiasParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.BiasParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void BiasParameter::CopyFrom(const BiasParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.BiasParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool BiasParameter::IsInitialized() const { - - return true; -} - -void BiasParameter::Swap(BiasParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void BiasParameter::InternalSwap(BiasParameter* other) { - std::swap(axis_, other->axis_); - std::swap(num_axes_, other->num_axes_); - std::swap(filler_, other->filler_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata BiasParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = BiasParameter_descriptor_; - metadata.reflection = BiasParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// BiasParameter - -// optional int32 axis = 1 [default = 1]; -bool BiasParameter::has_axis() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void BiasParameter::set_has_axis() { - _has_bits_[0] |= 0x00000001u; -} -void BiasParameter::clear_has_axis() { - _has_bits_[0] &= ~0x00000001u; -} -void BiasParameter::clear_axis() { - axis_ = 1; - clear_has_axis(); -} -::google::protobuf::int32 BiasParameter::axis() const { - // @@protoc_insertion_point(field_get:caffe.BiasParameter.axis) - return axis_; -} -void BiasParameter::set_axis(::google::protobuf::int32 value) { - set_has_axis(); - axis_ = value; - // @@protoc_insertion_point(field_set:caffe.BiasParameter.axis) -} - -// optional int32 num_axes = 2 [default = 1]; -bool BiasParameter::has_num_axes() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void BiasParameter::set_has_num_axes() { - _has_bits_[0] |= 0x00000002u; -} -void BiasParameter::clear_has_num_axes() { - _has_bits_[0] &= ~0x00000002u; -} -void BiasParameter::clear_num_axes() { - num_axes_ = 1; - clear_has_num_axes(); -} -::google::protobuf::int32 BiasParameter::num_axes() const { - // @@protoc_insertion_point(field_get:caffe.BiasParameter.num_axes) - return num_axes_; -} -void BiasParameter::set_num_axes(::google::protobuf::int32 value) { - set_has_num_axes(); - num_axes_ = value; - // @@protoc_insertion_point(field_set:caffe.BiasParameter.num_axes) -} - -// optional .caffe.FillerParameter filler = 3; -bool BiasParameter::has_filler() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -void BiasParameter::set_has_filler() { - _has_bits_[0] |= 0x00000004u; -} -void BiasParameter::clear_has_filler() { - _has_bits_[0] &= ~0x00000004u; -} -void BiasParameter::clear_filler() { - if (filler_ != NULL) filler_->::caffe::FillerParameter::Clear(); - clear_has_filler(); -} -const ::caffe::FillerParameter& BiasParameter::filler() const { - // @@protoc_insertion_point(field_get:caffe.BiasParameter.filler) - return filler_ != NULL ? *filler_ - : *::caffe::FillerParameter::internal_default_instance(); -} -::caffe::FillerParameter* BiasParameter::mutable_filler() { - set_has_filler(); - if (filler_ == NULL) { - filler_ = new ::caffe::FillerParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.BiasParameter.filler) - return filler_; -} -::caffe::FillerParameter* BiasParameter::release_filler() { - // @@protoc_insertion_point(field_release:caffe.BiasParameter.filler) - clear_has_filler(); - ::caffe::FillerParameter* temp = filler_; - filler_ = NULL; - return temp; -} -void BiasParameter::set_allocated_filler(::caffe::FillerParameter* filler) { - delete filler_; - filler_ = filler; - if (filler) { - set_has_filler(); - } else { - clear_has_filler(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.BiasParameter.filler) -} - -inline const BiasParameter* BiasParameter::internal_default_instance() { - return &BiasParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int ContrastiveLossParameter::kMarginFieldNumber; -const int ContrastiveLossParameter::kLegacyVersionFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -ContrastiveLossParameter::ContrastiveLossParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.ContrastiveLossParameter) -} - -void ContrastiveLossParameter::InitAsDefaultInstance() { -} - -ContrastiveLossParameter::ContrastiveLossParameter(const ContrastiveLossParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.ContrastiveLossParameter) -} - -void ContrastiveLossParameter::SharedCtor() { - _cached_size_ = 0; - legacy_version_ = false; - margin_ = 1; -} - -ContrastiveLossParameter::~ContrastiveLossParameter() { - // @@protoc_insertion_point(destructor:caffe.ContrastiveLossParameter) - SharedDtor(); -} - -void ContrastiveLossParameter::SharedDtor() { -} - -void ContrastiveLossParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* ContrastiveLossParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return ContrastiveLossParameter_descriptor_; -} - -const ContrastiveLossParameter& ContrastiveLossParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed ContrastiveLossParameter_default_instance_; - -ContrastiveLossParameter* ContrastiveLossParameter::New(::google::protobuf::Arena* arena) const { - ContrastiveLossParameter* n = new ContrastiveLossParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void ContrastiveLossParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.ContrastiveLossParameter) - if (_has_bits_[0 / 32] & 3u) { - margin_ = 1; - legacy_version_ = false; - } - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool ContrastiveLossParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.ContrastiveLossParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional float margin = 1 [default = 1]; - case 1: { - if (tag == 13) { - set_has_margin(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &margin_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(16)) goto parse_legacy_version; - break; - } - - // optional bool legacy_version = 2 [default = false]; - case 2: { - if (tag == 16) { - parse_legacy_version: - set_has_legacy_version(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &legacy_version_))); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.ContrastiveLossParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.ContrastiveLossParameter) - return false; -#undef DO_ -} - -void ContrastiveLossParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.ContrastiveLossParameter) - // optional float margin = 1 [default = 1]; - if (has_margin()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(1, this->margin(), output); - } - - // optional bool legacy_version = 2 [default = false]; - if (has_legacy_version()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(2, this->legacy_version(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.ContrastiveLossParameter) -} - -::google::protobuf::uint8* ContrastiveLossParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.ContrastiveLossParameter) - // optional float margin = 1 [default = 1]; - if (has_margin()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(1, this->margin(), target); - } - - // optional bool legacy_version = 2 [default = false]; - if (has_legacy_version()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(2, this->legacy_version(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.ContrastiveLossParameter) - return target; -} - -size_t ContrastiveLossParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.ContrastiveLossParameter) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 3u) { - // optional float margin = 1 [default = 1]; - if (has_margin()) { - total_size += 1 + 4; - } - - // optional bool legacy_version = 2 [default = false]; - if (has_legacy_version()) { - total_size += 1 + 1; - } - - } - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void ContrastiveLossParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.ContrastiveLossParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const ContrastiveLossParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.ContrastiveLossParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.ContrastiveLossParameter) - UnsafeMergeFrom(*source); - } -} - -void ContrastiveLossParameter::MergeFrom(const ContrastiveLossParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.ContrastiveLossParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void ContrastiveLossParameter::UnsafeMergeFrom(const ContrastiveLossParameter& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_margin()) { - set_margin(from.margin()); - } - if (from.has_legacy_version()) { - set_legacy_version(from.legacy_version()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void ContrastiveLossParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.ContrastiveLossParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void ContrastiveLossParameter::CopyFrom(const ContrastiveLossParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.ContrastiveLossParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool ContrastiveLossParameter::IsInitialized() const { - - return true; -} - -void ContrastiveLossParameter::Swap(ContrastiveLossParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void ContrastiveLossParameter::InternalSwap(ContrastiveLossParameter* other) { - std::swap(margin_, other->margin_); - std::swap(legacy_version_, other->legacy_version_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata ContrastiveLossParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = ContrastiveLossParameter_descriptor_; - metadata.reflection = ContrastiveLossParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// ContrastiveLossParameter - -// optional float margin = 1 [default = 1]; -bool ContrastiveLossParameter::has_margin() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void ContrastiveLossParameter::set_has_margin() { - _has_bits_[0] |= 0x00000001u; -} -void ContrastiveLossParameter::clear_has_margin() { - _has_bits_[0] &= ~0x00000001u; -} -void ContrastiveLossParameter::clear_margin() { - margin_ = 1; - clear_has_margin(); -} -float ContrastiveLossParameter::margin() const { - // @@protoc_insertion_point(field_get:caffe.ContrastiveLossParameter.margin) - return margin_; -} -void ContrastiveLossParameter::set_margin(float value) { - set_has_margin(); - margin_ = value; - // @@protoc_insertion_point(field_set:caffe.ContrastiveLossParameter.margin) -} - -// optional bool legacy_version = 2 [default = false]; -bool ContrastiveLossParameter::has_legacy_version() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void ContrastiveLossParameter::set_has_legacy_version() { - _has_bits_[0] |= 0x00000002u; -} -void ContrastiveLossParameter::clear_has_legacy_version() { - _has_bits_[0] &= ~0x00000002u; -} -void ContrastiveLossParameter::clear_legacy_version() { - legacy_version_ = false; - clear_has_legacy_version(); -} -bool ContrastiveLossParameter::legacy_version() const { - // @@protoc_insertion_point(field_get:caffe.ContrastiveLossParameter.legacy_version) - return legacy_version_; -} -void ContrastiveLossParameter::set_legacy_version(bool value) { - set_has_legacy_version(); - legacy_version_ = value; - // @@protoc_insertion_point(field_set:caffe.ContrastiveLossParameter.legacy_version) -} - -inline const ContrastiveLossParameter* ContrastiveLossParameter::internal_default_instance() { - return &ContrastiveLossParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -const ::google::protobuf::EnumDescriptor* ConvolutionParameter_Engine_descriptor() { - protobuf_AssignDescriptorsOnce(); - return ConvolutionParameter_Engine_descriptor_; -} -bool ConvolutionParameter_Engine_IsValid(int value) { - switch (value) { - case 0: - case 1: - case 2: - return true; - default: - return false; - } -} - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const ConvolutionParameter_Engine ConvolutionParameter::DEFAULT; -const ConvolutionParameter_Engine ConvolutionParameter::CAFFE; -const ConvolutionParameter_Engine ConvolutionParameter::CUDNN; -const ConvolutionParameter_Engine ConvolutionParameter::Engine_MIN; -const ConvolutionParameter_Engine ConvolutionParameter::Engine_MAX; -const int ConvolutionParameter::Engine_ARRAYSIZE; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int ConvolutionParameter::kNumOutputFieldNumber; -const int ConvolutionParameter::kBiasTermFieldNumber; -const int ConvolutionParameter::kPadFieldNumber; -const int ConvolutionParameter::kKernelSizeFieldNumber; -const int ConvolutionParameter::kStrideFieldNumber; -const int ConvolutionParameter::kDilationFieldNumber; -const int ConvolutionParameter::kPadHFieldNumber; -const int ConvolutionParameter::kPadWFieldNumber; -const int ConvolutionParameter::kKernelHFieldNumber; -const int ConvolutionParameter::kKernelWFieldNumber; -const int ConvolutionParameter::kStrideHFieldNumber; -const int ConvolutionParameter::kStrideWFieldNumber; -const int ConvolutionParameter::kGroupFieldNumber; -const int ConvolutionParameter::kWeightFillerFieldNumber; -const int ConvolutionParameter::kBiasFillerFieldNumber; -const int ConvolutionParameter::kEngineFieldNumber; -const int ConvolutionParameter::kAxisFieldNumber; -const int ConvolutionParameter::kForceNdIm2ColFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -ConvolutionParameter::ConvolutionParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.ConvolutionParameter) -} - -void ConvolutionParameter::InitAsDefaultInstance() { - weight_filler_ = const_cast< ::caffe::FillerParameter*>( - ::caffe::FillerParameter::internal_default_instance()); - bias_filler_ = const_cast< ::caffe::FillerParameter*>( - ::caffe::FillerParameter::internal_default_instance()); -} - -ConvolutionParameter::ConvolutionParameter(const ConvolutionParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.ConvolutionParameter) -} - -void ConvolutionParameter::SharedCtor() { - _cached_size_ = 0; - weight_filler_ = NULL; - bias_filler_ = NULL; - ::memset(&num_output_, 0, reinterpret_cast(&force_nd_im2col_) - - reinterpret_cast(&num_output_) + sizeof(force_nd_im2col_)); - axis_ = 1; - bias_term_ = true; - group_ = 1u; -} - -ConvolutionParameter::~ConvolutionParameter() { - // @@protoc_insertion_point(destructor:caffe.ConvolutionParameter) - SharedDtor(); -} - -void ConvolutionParameter::SharedDtor() { - if (this != &ConvolutionParameter_default_instance_.get()) { - delete weight_filler_; - delete bias_filler_; - } -} - -void ConvolutionParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* ConvolutionParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return ConvolutionParameter_descriptor_; -} - -const ConvolutionParameter& ConvolutionParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed ConvolutionParameter_default_instance_; - -ConvolutionParameter* ConvolutionParameter::New(::google::protobuf::Arena* arena) const { - ConvolutionParameter* n = new ConvolutionParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void ConvolutionParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.ConvolutionParameter) -#if defined(__clang__) -#define ZR_HELPER_(f) \ - _Pragma("clang diagnostic push") \ - _Pragma("clang diagnostic ignored \"-Winvalid-offsetof\"") \ - __builtin_offsetof(ConvolutionParameter, f) \ - _Pragma("clang diagnostic pop") -#else -#define ZR_HELPER_(f) reinterpret_cast(\ - &reinterpret_cast(16)->f) -#endif - -#define ZR_(first, last) do {\ - ::memset(&(first), 0,\ - ZR_HELPER_(last) - ZR_HELPER_(first) + sizeof(last));\ -} while (0) - - if (_has_bits_[0 / 32] & 195u) { - ZR_(num_output_, pad_w_); - bias_term_ = true; - } - if (_has_bits_[8 / 32] & 65280u) { - ZR_(kernel_h_, engine_); - group_ = 1u; - if (has_weight_filler()) { - if (weight_filler_ != NULL) weight_filler_->::caffe::FillerParameter::Clear(); - } - if (has_bias_filler()) { - if (bias_filler_ != NULL) bias_filler_->::caffe::FillerParameter::Clear(); - } - } - if (_has_bits_[16 / 32] & 196608u) { - axis_ = 1; - force_nd_im2col_ = false; - } - -#undef ZR_HELPER_ -#undef ZR_ - - pad_.Clear(); - kernel_size_.Clear(); - stride_.Clear(); - dilation_.Clear(); - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool ConvolutionParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.ConvolutionParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(16383); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional uint32 num_output = 1; - case 1: { - if (tag == 8) { - set_has_num_output(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &num_output_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(16)) goto parse_bias_term; - break; - } - - // optional bool bias_term = 2 [default = true]; - case 2: { - if (tag == 16) { - parse_bias_term: - set_has_bias_term(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &bias_term_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(24)) goto parse_pad; - break; - } - - // repeated uint32 pad = 3; - case 3: { - if (tag == 24) { - parse_pad: - DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - 1, 24, input, this->mutable_pad()))); - } else if (tag == 26) { - DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitiveNoInline< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, this->mutable_pad()))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(24)) goto parse_pad; - if (input->ExpectTag(32)) goto parse_kernel_size; - break; - } - - // repeated uint32 kernel_size = 4; - case 4: { - if (tag == 32) { - parse_kernel_size: - DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - 1, 32, input, this->mutable_kernel_size()))); - } else if (tag == 34) { - DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitiveNoInline< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, this->mutable_kernel_size()))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(32)) goto parse_kernel_size; - if (input->ExpectTag(40)) goto parse_group; - break; - } - - // optional uint32 group = 5 [default = 1]; - case 5: { - if (tag == 40) { - parse_group: - set_has_group(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &group_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(48)) goto parse_stride; - break; - } - - // repeated uint32 stride = 6; - case 6: { - if (tag == 48) { - parse_stride: - DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - 1, 48, input, this->mutable_stride()))); - } else if (tag == 50) { - DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitiveNoInline< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, this->mutable_stride()))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(48)) goto parse_stride; - if (input->ExpectTag(58)) goto parse_weight_filler; - break; - } - - // optional .caffe.FillerParameter weight_filler = 7; - case 7: { - if (tag == 58) { - parse_weight_filler: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_weight_filler())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(66)) goto parse_bias_filler; - break; - } - - // optional .caffe.FillerParameter bias_filler = 8; - case 8: { - if (tag == 66) { - parse_bias_filler: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_bias_filler())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(72)) goto parse_pad_h; - break; - } - - // optional uint32 pad_h = 9 [default = 0]; - case 9: { - if (tag == 72) { - parse_pad_h: - set_has_pad_h(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &pad_h_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(80)) goto parse_pad_w; - break; - } - - // optional uint32 pad_w = 10 [default = 0]; - case 10: { - if (tag == 80) { - parse_pad_w: - set_has_pad_w(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &pad_w_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(88)) goto parse_kernel_h; - break; - } - - // optional uint32 kernel_h = 11; - case 11: { - if (tag == 88) { - parse_kernel_h: - set_has_kernel_h(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &kernel_h_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(96)) goto parse_kernel_w; - break; - } - - // optional uint32 kernel_w = 12; - case 12: { - if (tag == 96) { - parse_kernel_w: - set_has_kernel_w(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &kernel_w_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(104)) goto parse_stride_h; - break; - } - - // optional uint32 stride_h = 13; - case 13: { - if (tag == 104) { - parse_stride_h: - set_has_stride_h(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &stride_h_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(112)) goto parse_stride_w; - break; - } - - // optional uint32 stride_w = 14; - case 14: { - if (tag == 112) { - parse_stride_w: - set_has_stride_w(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &stride_w_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(120)) goto parse_engine; - break; - } - - // optional .caffe.ConvolutionParameter.Engine engine = 15 [default = DEFAULT]; - case 15: { - if (tag == 120) { - parse_engine: - int value; - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - int, ::google::protobuf::internal::WireFormatLite::TYPE_ENUM>( - input, &value))); - if (::caffe::ConvolutionParameter_Engine_IsValid(value)) { - set_engine(static_cast< ::caffe::ConvolutionParameter_Engine >(value)); - } else { - mutable_unknown_fields()->AddVarint(15, value); - } - } else { - goto handle_unusual; - } - if (input->ExpectTag(128)) goto parse_axis; - break; - } - - // optional int32 axis = 16 [default = 1]; - case 16: { - if (tag == 128) { - parse_axis: - set_has_axis(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &axis_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(136)) goto parse_force_nd_im2col; - break; - } - - // optional bool force_nd_im2col = 17 [default = false]; - case 17: { - if (tag == 136) { - parse_force_nd_im2col: - set_has_force_nd_im2col(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &force_nd_im2col_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(144)) goto parse_dilation; - break; - } - - // repeated uint32 dilation = 18; - case 18: { - if (tag == 144) { - parse_dilation: - DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - 2, 144, input, this->mutable_dilation()))); - } else if (tag == 146) { - DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitiveNoInline< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, this->mutable_dilation()))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(144)) goto parse_dilation; - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.ConvolutionParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.ConvolutionParameter) - return false; -#undef DO_ -} - -void ConvolutionParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.ConvolutionParameter) - // optional uint32 num_output = 1; - if (has_num_output()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(1, this->num_output(), output); - } - - // optional bool bias_term = 2 [default = true]; - if (has_bias_term()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(2, this->bias_term(), output); - } - - // repeated uint32 pad = 3; - for (int i = 0; i < this->pad_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32( - 3, this->pad(i), output); - } - - // repeated uint32 kernel_size = 4; - for (int i = 0; i < this->kernel_size_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32( - 4, this->kernel_size(i), output); - } - - // optional uint32 group = 5 [default = 1]; - if (has_group()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(5, this->group(), output); - } - - // repeated uint32 stride = 6; - for (int i = 0; i < this->stride_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32( - 6, this->stride(i), output); - } - - // optional .caffe.FillerParameter weight_filler = 7; - if (has_weight_filler()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 7, *this->weight_filler_, output); - } - - // optional .caffe.FillerParameter bias_filler = 8; - if (has_bias_filler()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 8, *this->bias_filler_, output); - } - - // optional uint32 pad_h = 9 [default = 0]; - if (has_pad_h()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(9, this->pad_h(), output); - } - - // optional uint32 pad_w = 10 [default = 0]; - if (has_pad_w()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(10, this->pad_w(), output); - } - - // optional uint32 kernel_h = 11; - if (has_kernel_h()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(11, this->kernel_h(), output); - } - - // optional uint32 kernel_w = 12; - if (has_kernel_w()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(12, this->kernel_w(), output); - } - - // optional uint32 stride_h = 13; - if (has_stride_h()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(13, this->stride_h(), output); - } - - // optional uint32 stride_w = 14; - if (has_stride_w()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(14, this->stride_w(), output); - } - - // optional .caffe.ConvolutionParameter.Engine engine = 15 [default = DEFAULT]; - if (has_engine()) { - ::google::protobuf::internal::WireFormatLite::WriteEnum( - 15, this->engine(), output); - } - - // optional int32 axis = 16 [default = 1]; - if (has_axis()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(16, this->axis(), output); - } - - // optional bool force_nd_im2col = 17 [default = false]; - if (has_force_nd_im2col()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(17, this->force_nd_im2col(), output); - } - - // repeated uint32 dilation = 18; - for (int i = 0; i < this->dilation_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32( - 18, this->dilation(i), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.ConvolutionParameter) -} - -::google::protobuf::uint8* ConvolutionParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.ConvolutionParameter) - // optional uint32 num_output = 1; - if (has_num_output()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(1, this->num_output(), target); - } - - // optional bool bias_term = 2 [default = true]; - if (has_bias_term()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(2, this->bias_term(), target); - } - - // repeated uint32 pad = 3; - for (int i = 0; i < this->pad_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite:: - WriteUInt32ToArray(3, this->pad(i), target); - } - - // repeated uint32 kernel_size = 4; - for (int i = 0; i < this->kernel_size_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite:: - WriteUInt32ToArray(4, this->kernel_size(i), target); - } - - // optional uint32 group = 5 [default = 1]; - if (has_group()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(5, this->group(), target); - } - - // repeated uint32 stride = 6; - for (int i = 0; i < this->stride_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite:: - WriteUInt32ToArray(6, this->stride(i), target); - } - - // optional .caffe.FillerParameter weight_filler = 7; - if (has_weight_filler()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 7, *this->weight_filler_, false, target); - } - - // optional .caffe.FillerParameter bias_filler = 8; - if (has_bias_filler()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 8, *this->bias_filler_, false, target); - } - - // optional uint32 pad_h = 9 [default = 0]; - if (has_pad_h()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(9, this->pad_h(), target); - } - - // optional uint32 pad_w = 10 [default = 0]; - if (has_pad_w()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(10, this->pad_w(), target); - } - - // optional uint32 kernel_h = 11; - if (has_kernel_h()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(11, this->kernel_h(), target); - } - - // optional uint32 kernel_w = 12; - if (has_kernel_w()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(12, this->kernel_w(), target); - } - - // optional uint32 stride_h = 13; - if (has_stride_h()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(13, this->stride_h(), target); - } - - // optional uint32 stride_w = 14; - if (has_stride_w()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(14, this->stride_w(), target); - } - - // optional .caffe.ConvolutionParameter.Engine engine = 15 [default = DEFAULT]; - if (has_engine()) { - target = ::google::protobuf::internal::WireFormatLite::WriteEnumToArray( - 15, this->engine(), target); - } - - // optional int32 axis = 16 [default = 1]; - if (has_axis()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(16, this->axis(), target); - } - - // optional bool force_nd_im2col = 17 [default = false]; - if (has_force_nd_im2col()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(17, this->force_nd_im2col(), target); - } - - // repeated uint32 dilation = 18; - for (int i = 0; i < this->dilation_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite:: - WriteUInt32ToArray(18, this->dilation(i), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.ConvolutionParameter) - return target; -} - -size_t ConvolutionParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.ConvolutionParameter) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 195u) { - // optional uint32 num_output = 1; - if (has_num_output()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->num_output()); - } - - // optional bool bias_term = 2 [default = true]; - if (has_bias_term()) { - total_size += 1 + 1; - } - - // optional uint32 pad_h = 9 [default = 0]; - if (has_pad_h()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->pad_h()); - } - - // optional uint32 pad_w = 10 [default = 0]; - if (has_pad_w()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->pad_w()); - } - - } - if (_has_bits_[8 / 32] & 65280u) { - // optional uint32 kernel_h = 11; - if (has_kernel_h()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->kernel_h()); - } - - // optional uint32 kernel_w = 12; - if (has_kernel_w()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->kernel_w()); - } - - // optional uint32 stride_h = 13; - if (has_stride_h()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->stride_h()); - } - - // optional uint32 stride_w = 14; - if (has_stride_w()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->stride_w()); - } - - // optional uint32 group = 5 [default = 1]; - if (has_group()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->group()); - } - - // optional .caffe.FillerParameter weight_filler = 7; - if (has_weight_filler()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->weight_filler_); - } - - // optional .caffe.FillerParameter bias_filler = 8; - if (has_bias_filler()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->bias_filler_); - } - - // optional .caffe.ConvolutionParameter.Engine engine = 15 [default = DEFAULT]; - if (has_engine()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::EnumSize(this->engine()); - } - - } - if (_has_bits_[16 / 32] & 196608u) { - // optional int32 axis = 16 [default = 1]; - if (has_axis()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->axis()); - } - - // optional bool force_nd_im2col = 17 [default = false]; - if (has_force_nd_im2col()) { - total_size += 2 + 1; - } - - } - // repeated uint32 pad = 3; - { - size_t data_size = 0; - unsigned int count = this->pad_size(); - for (unsigned int i = 0; i < count; i++) { - data_size += ::google::protobuf::internal::WireFormatLite:: - UInt32Size(this->pad(i)); - } - total_size += 1 * - ::google::protobuf::internal::FromIntSize(this->pad_size()); - total_size += data_size; - } - - // repeated uint32 kernel_size = 4; - { - size_t data_size = 0; - unsigned int count = this->kernel_size_size(); - for (unsigned int i = 0; i < count; i++) { - data_size += ::google::protobuf::internal::WireFormatLite:: - UInt32Size(this->kernel_size(i)); - } - total_size += 1 * - ::google::protobuf::internal::FromIntSize(this->kernel_size_size()); - total_size += data_size; - } - - // repeated uint32 stride = 6; - { - size_t data_size = 0; - unsigned int count = this->stride_size(); - for (unsigned int i = 0; i < count; i++) { - data_size += ::google::protobuf::internal::WireFormatLite:: - UInt32Size(this->stride(i)); - } - total_size += 1 * - ::google::protobuf::internal::FromIntSize(this->stride_size()); - total_size += data_size; - } - - // repeated uint32 dilation = 18; - { - size_t data_size = 0; - unsigned int count = this->dilation_size(); - for (unsigned int i = 0; i < count; i++) { - data_size += ::google::protobuf::internal::WireFormatLite:: - UInt32Size(this->dilation(i)); - } - total_size += 2 * - ::google::protobuf::internal::FromIntSize(this->dilation_size()); - total_size += data_size; - } - - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void ConvolutionParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.ConvolutionParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const ConvolutionParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.ConvolutionParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.ConvolutionParameter) - UnsafeMergeFrom(*source); - } -} - -void ConvolutionParameter::MergeFrom(const ConvolutionParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.ConvolutionParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void ConvolutionParameter::UnsafeMergeFrom(const ConvolutionParameter& from) { - GOOGLE_DCHECK(&from != this); - pad_.UnsafeMergeFrom(from.pad_); - kernel_size_.UnsafeMergeFrom(from.kernel_size_); - stride_.UnsafeMergeFrom(from.stride_); - dilation_.UnsafeMergeFrom(from.dilation_); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_num_output()) { - set_num_output(from.num_output()); - } - if (from.has_bias_term()) { - set_bias_term(from.bias_term()); - } - if (from.has_pad_h()) { - set_pad_h(from.pad_h()); - } - if (from.has_pad_w()) { - set_pad_w(from.pad_w()); - } - } - if (from._has_bits_[8 / 32] & (0xffu << (8 % 32))) { - if (from.has_kernel_h()) { - set_kernel_h(from.kernel_h()); - } - if (from.has_kernel_w()) { - set_kernel_w(from.kernel_w()); - } - if (from.has_stride_h()) { - set_stride_h(from.stride_h()); - } - if (from.has_stride_w()) { - set_stride_w(from.stride_w()); - } - if (from.has_group()) { - set_group(from.group()); - } - if (from.has_weight_filler()) { - mutable_weight_filler()->::caffe::FillerParameter::MergeFrom(from.weight_filler()); - } - if (from.has_bias_filler()) { - mutable_bias_filler()->::caffe::FillerParameter::MergeFrom(from.bias_filler()); - } - if (from.has_engine()) { - set_engine(from.engine()); - } - } - if (from._has_bits_[16 / 32] & (0xffu << (16 % 32))) { - if (from.has_axis()) { - set_axis(from.axis()); - } - if (from.has_force_nd_im2col()) { - set_force_nd_im2col(from.force_nd_im2col()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void ConvolutionParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.ConvolutionParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void ConvolutionParameter::CopyFrom(const ConvolutionParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.ConvolutionParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool ConvolutionParameter::IsInitialized() const { - - return true; -} - -void ConvolutionParameter::Swap(ConvolutionParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void ConvolutionParameter::InternalSwap(ConvolutionParameter* other) { - std::swap(num_output_, other->num_output_); - std::swap(bias_term_, other->bias_term_); - pad_.UnsafeArenaSwap(&other->pad_); - kernel_size_.UnsafeArenaSwap(&other->kernel_size_); - stride_.UnsafeArenaSwap(&other->stride_); - dilation_.UnsafeArenaSwap(&other->dilation_); - std::swap(pad_h_, other->pad_h_); - std::swap(pad_w_, other->pad_w_); - std::swap(kernel_h_, other->kernel_h_); - std::swap(kernel_w_, other->kernel_w_); - std::swap(stride_h_, other->stride_h_); - std::swap(stride_w_, other->stride_w_); - std::swap(group_, other->group_); - std::swap(weight_filler_, other->weight_filler_); - std::swap(bias_filler_, other->bias_filler_); - std::swap(engine_, other->engine_); - std::swap(axis_, other->axis_); - std::swap(force_nd_im2col_, other->force_nd_im2col_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata ConvolutionParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = ConvolutionParameter_descriptor_; - metadata.reflection = ConvolutionParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// ConvolutionParameter - -// optional uint32 num_output = 1; -bool ConvolutionParameter::has_num_output() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void ConvolutionParameter::set_has_num_output() { - _has_bits_[0] |= 0x00000001u; -} -void ConvolutionParameter::clear_has_num_output() { - _has_bits_[0] &= ~0x00000001u; -} -void ConvolutionParameter::clear_num_output() { - num_output_ = 0u; - clear_has_num_output(); -} -::google::protobuf::uint32 ConvolutionParameter::num_output() const { - // @@protoc_insertion_point(field_get:caffe.ConvolutionParameter.num_output) - return num_output_; -} -void ConvolutionParameter::set_num_output(::google::protobuf::uint32 value) { - set_has_num_output(); - num_output_ = value; - // @@protoc_insertion_point(field_set:caffe.ConvolutionParameter.num_output) -} - -// optional bool bias_term = 2 [default = true]; -bool ConvolutionParameter::has_bias_term() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void ConvolutionParameter::set_has_bias_term() { - _has_bits_[0] |= 0x00000002u; -} -void ConvolutionParameter::clear_has_bias_term() { - _has_bits_[0] &= ~0x00000002u; -} -void ConvolutionParameter::clear_bias_term() { - bias_term_ = true; - clear_has_bias_term(); -} -bool ConvolutionParameter::bias_term() const { - // @@protoc_insertion_point(field_get:caffe.ConvolutionParameter.bias_term) - return bias_term_; -} -void ConvolutionParameter::set_bias_term(bool value) { - set_has_bias_term(); - bias_term_ = value; - // @@protoc_insertion_point(field_set:caffe.ConvolutionParameter.bias_term) -} - -// repeated uint32 pad = 3; -int ConvolutionParameter::pad_size() const { - return pad_.size(); -} -void ConvolutionParameter::clear_pad() { - pad_.Clear(); -} -::google::protobuf::uint32 ConvolutionParameter::pad(int index) const { - // @@protoc_insertion_point(field_get:caffe.ConvolutionParameter.pad) - return pad_.Get(index); -} -void ConvolutionParameter::set_pad(int index, ::google::protobuf::uint32 value) { - pad_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.ConvolutionParameter.pad) -} -void ConvolutionParameter::add_pad(::google::protobuf::uint32 value) { - pad_.Add(value); - // @@protoc_insertion_point(field_add:caffe.ConvolutionParameter.pad) -} -const ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >& -ConvolutionParameter::pad() const { - // @@protoc_insertion_point(field_list:caffe.ConvolutionParameter.pad) - return pad_; -} -::google::protobuf::RepeatedField< ::google::protobuf::uint32 >* -ConvolutionParameter::mutable_pad() { - // @@protoc_insertion_point(field_mutable_list:caffe.ConvolutionParameter.pad) - return &pad_; -} - -// repeated uint32 kernel_size = 4; -int ConvolutionParameter::kernel_size_size() const { - return kernel_size_.size(); -} -void ConvolutionParameter::clear_kernel_size() { - kernel_size_.Clear(); -} -::google::protobuf::uint32 ConvolutionParameter::kernel_size(int index) const { - // @@protoc_insertion_point(field_get:caffe.ConvolutionParameter.kernel_size) - return kernel_size_.Get(index); -} -void ConvolutionParameter::set_kernel_size(int index, ::google::protobuf::uint32 value) { - kernel_size_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.ConvolutionParameter.kernel_size) -} -void ConvolutionParameter::add_kernel_size(::google::protobuf::uint32 value) { - kernel_size_.Add(value); - // @@protoc_insertion_point(field_add:caffe.ConvolutionParameter.kernel_size) -} -const ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >& -ConvolutionParameter::kernel_size() const { - // @@protoc_insertion_point(field_list:caffe.ConvolutionParameter.kernel_size) - return kernel_size_; -} -::google::protobuf::RepeatedField< ::google::protobuf::uint32 >* -ConvolutionParameter::mutable_kernel_size() { - // @@protoc_insertion_point(field_mutable_list:caffe.ConvolutionParameter.kernel_size) - return &kernel_size_; -} - -// repeated uint32 stride = 6; -int ConvolutionParameter::stride_size() const { - return stride_.size(); -} -void ConvolutionParameter::clear_stride() { - stride_.Clear(); -} -::google::protobuf::uint32 ConvolutionParameter::stride(int index) const { - // @@protoc_insertion_point(field_get:caffe.ConvolutionParameter.stride) - return stride_.Get(index); -} -void ConvolutionParameter::set_stride(int index, ::google::protobuf::uint32 value) { - stride_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.ConvolutionParameter.stride) -} -void ConvolutionParameter::add_stride(::google::protobuf::uint32 value) { - stride_.Add(value); - // @@protoc_insertion_point(field_add:caffe.ConvolutionParameter.stride) -} -const ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >& -ConvolutionParameter::stride() const { - // @@protoc_insertion_point(field_list:caffe.ConvolutionParameter.stride) - return stride_; -} -::google::protobuf::RepeatedField< ::google::protobuf::uint32 >* -ConvolutionParameter::mutable_stride() { - // @@protoc_insertion_point(field_mutable_list:caffe.ConvolutionParameter.stride) - return &stride_; -} - -// repeated uint32 dilation = 18; -int ConvolutionParameter::dilation_size() const { - return dilation_.size(); -} -void ConvolutionParameter::clear_dilation() { - dilation_.Clear(); -} -::google::protobuf::uint32 ConvolutionParameter::dilation(int index) const { - // @@protoc_insertion_point(field_get:caffe.ConvolutionParameter.dilation) - return dilation_.Get(index); -} -void ConvolutionParameter::set_dilation(int index, ::google::protobuf::uint32 value) { - dilation_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.ConvolutionParameter.dilation) -} -void ConvolutionParameter::add_dilation(::google::protobuf::uint32 value) { - dilation_.Add(value); - // @@protoc_insertion_point(field_add:caffe.ConvolutionParameter.dilation) -} -const ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >& -ConvolutionParameter::dilation() const { - // @@protoc_insertion_point(field_list:caffe.ConvolutionParameter.dilation) - return dilation_; -} -::google::protobuf::RepeatedField< ::google::protobuf::uint32 >* -ConvolutionParameter::mutable_dilation() { - // @@protoc_insertion_point(field_mutable_list:caffe.ConvolutionParameter.dilation) - return &dilation_; -} - -// optional uint32 pad_h = 9 [default = 0]; -bool ConvolutionParameter::has_pad_h() const { - return (_has_bits_[0] & 0x00000040u) != 0; -} -void ConvolutionParameter::set_has_pad_h() { - _has_bits_[0] |= 0x00000040u; -} -void ConvolutionParameter::clear_has_pad_h() { - _has_bits_[0] &= ~0x00000040u; -} -void ConvolutionParameter::clear_pad_h() { - pad_h_ = 0u; - clear_has_pad_h(); -} -::google::protobuf::uint32 ConvolutionParameter::pad_h() const { - // @@protoc_insertion_point(field_get:caffe.ConvolutionParameter.pad_h) - return pad_h_; -} -void ConvolutionParameter::set_pad_h(::google::protobuf::uint32 value) { - set_has_pad_h(); - pad_h_ = value; - // @@protoc_insertion_point(field_set:caffe.ConvolutionParameter.pad_h) -} - -// optional uint32 pad_w = 10 [default = 0]; -bool ConvolutionParameter::has_pad_w() const { - return (_has_bits_[0] & 0x00000080u) != 0; -} -void ConvolutionParameter::set_has_pad_w() { - _has_bits_[0] |= 0x00000080u; -} -void ConvolutionParameter::clear_has_pad_w() { - _has_bits_[0] &= ~0x00000080u; -} -void ConvolutionParameter::clear_pad_w() { - pad_w_ = 0u; - clear_has_pad_w(); -} -::google::protobuf::uint32 ConvolutionParameter::pad_w() const { - // @@protoc_insertion_point(field_get:caffe.ConvolutionParameter.pad_w) - return pad_w_; -} -void ConvolutionParameter::set_pad_w(::google::protobuf::uint32 value) { - set_has_pad_w(); - pad_w_ = value; - // @@protoc_insertion_point(field_set:caffe.ConvolutionParameter.pad_w) -} - -// optional uint32 kernel_h = 11; -bool ConvolutionParameter::has_kernel_h() const { - return (_has_bits_[0] & 0x00000100u) != 0; -} -void ConvolutionParameter::set_has_kernel_h() { - _has_bits_[0] |= 0x00000100u; -} -void ConvolutionParameter::clear_has_kernel_h() { - _has_bits_[0] &= ~0x00000100u; -} -void ConvolutionParameter::clear_kernel_h() { - kernel_h_ = 0u; - clear_has_kernel_h(); -} -::google::protobuf::uint32 ConvolutionParameter::kernel_h() const { - // @@protoc_insertion_point(field_get:caffe.ConvolutionParameter.kernel_h) - return kernel_h_; -} -void ConvolutionParameter::set_kernel_h(::google::protobuf::uint32 value) { - set_has_kernel_h(); - kernel_h_ = value; - // @@protoc_insertion_point(field_set:caffe.ConvolutionParameter.kernel_h) -} - -// optional uint32 kernel_w = 12; -bool ConvolutionParameter::has_kernel_w() const { - return (_has_bits_[0] & 0x00000200u) != 0; -} -void ConvolutionParameter::set_has_kernel_w() { - _has_bits_[0] |= 0x00000200u; -} -void ConvolutionParameter::clear_has_kernel_w() { - _has_bits_[0] &= ~0x00000200u; -} -void ConvolutionParameter::clear_kernel_w() { - kernel_w_ = 0u; - clear_has_kernel_w(); -} -::google::protobuf::uint32 ConvolutionParameter::kernel_w() const { - // @@protoc_insertion_point(field_get:caffe.ConvolutionParameter.kernel_w) - return kernel_w_; -} -void ConvolutionParameter::set_kernel_w(::google::protobuf::uint32 value) { - set_has_kernel_w(); - kernel_w_ = value; - // @@protoc_insertion_point(field_set:caffe.ConvolutionParameter.kernel_w) -} - -// optional uint32 stride_h = 13; -bool ConvolutionParameter::has_stride_h() const { - return (_has_bits_[0] & 0x00000400u) != 0; -} -void ConvolutionParameter::set_has_stride_h() { - _has_bits_[0] |= 0x00000400u; -} -void ConvolutionParameter::clear_has_stride_h() { - _has_bits_[0] &= ~0x00000400u; -} -void ConvolutionParameter::clear_stride_h() { - stride_h_ = 0u; - clear_has_stride_h(); -} -::google::protobuf::uint32 ConvolutionParameter::stride_h() const { - // @@protoc_insertion_point(field_get:caffe.ConvolutionParameter.stride_h) - return stride_h_; -} -void ConvolutionParameter::set_stride_h(::google::protobuf::uint32 value) { - set_has_stride_h(); - stride_h_ = value; - // @@protoc_insertion_point(field_set:caffe.ConvolutionParameter.stride_h) -} - -// optional uint32 stride_w = 14; -bool ConvolutionParameter::has_stride_w() const { - return (_has_bits_[0] & 0x00000800u) != 0; -} -void ConvolutionParameter::set_has_stride_w() { - _has_bits_[0] |= 0x00000800u; -} -void ConvolutionParameter::clear_has_stride_w() { - _has_bits_[0] &= ~0x00000800u; -} -void ConvolutionParameter::clear_stride_w() { - stride_w_ = 0u; - clear_has_stride_w(); -} -::google::protobuf::uint32 ConvolutionParameter::stride_w() const { - // @@protoc_insertion_point(field_get:caffe.ConvolutionParameter.stride_w) - return stride_w_; -} -void ConvolutionParameter::set_stride_w(::google::protobuf::uint32 value) { - set_has_stride_w(); - stride_w_ = value; - // @@protoc_insertion_point(field_set:caffe.ConvolutionParameter.stride_w) -} - -// optional uint32 group = 5 [default = 1]; -bool ConvolutionParameter::has_group() const { - return (_has_bits_[0] & 0x00001000u) != 0; -} -void ConvolutionParameter::set_has_group() { - _has_bits_[0] |= 0x00001000u; -} -void ConvolutionParameter::clear_has_group() { - _has_bits_[0] &= ~0x00001000u; -} -void ConvolutionParameter::clear_group() { - group_ = 1u; - clear_has_group(); -} -::google::protobuf::uint32 ConvolutionParameter::group() const { - // @@protoc_insertion_point(field_get:caffe.ConvolutionParameter.group) - return group_; -} -void ConvolutionParameter::set_group(::google::protobuf::uint32 value) { - set_has_group(); - group_ = value; - // @@protoc_insertion_point(field_set:caffe.ConvolutionParameter.group) -} - -// optional .caffe.FillerParameter weight_filler = 7; -bool ConvolutionParameter::has_weight_filler() const { - return (_has_bits_[0] & 0x00002000u) != 0; -} -void ConvolutionParameter::set_has_weight_filler() { - _has_bits_[0] |= 0x00002000u; -} -void ConvolutionParameter::clear_has_weight_filler() { - _has_bits_[0] &= ~0x00002000u; -} -void ConvolutionParameter::clear_weight_filler() { - if (weight_filler_ != NULL) weight_filler_->::caffe::FillerParameter::Clear(); - clear_has_weight_filler(); -} -const ::caffe::FillerParameter& ConvolutionParameter::weight_filler() const { - // @@protoc_insertion_point(field_get:caffe.ConvolutionParameter.weight_filler) - return weight_filler_ != NULL ? *weight_filler_ - : *::caffe::FillerParameter::internal_default_instance(); -} -::caffe::FillerParameter* ConvolutionParameter::mutable_weight_filler() { - set_has_weight_filler(); - if (weight_filler_ == NULL) { - weight_filler_ = new ::caffe::FillerParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.ConvolutionParameter.weight_filler) - return weight_filler_; -} -::caffe::FillerParameter* ConvolutionParameter::release_weight_filler() { - // @@protoc_insertion_point(field_release:caffe.ConvolutionParameter.weight_filler) - clear_has_weight_filler(); - ::caffe::FillerParameter* temp = weight_filler_; - weight_filler_ = NULL; - return temp; -} -void ConvolutionParameter::set_allocated_weight_filler(::caffe::FillerParameter* weight_filler) { - delete weight_filler_; - weight_filler_ = weight_filler; - if (weight_filler) { - set_has_weight_filler(); - } else { - clear_has_weight_filler(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.ConvolutionParameter.weight_filler) -} - -// optional .caffe.FillerParameter bias_filler = 8; -bool ConvolutionParameter::has_bias_filler() const { - return (_has_bits_[0] & 0x00004000u) != 0; -} -void ConvolutionParameter::set_has_bias_filler() { - _has_bits_[0] |= 0x00004000u; -} -void ConvolutionParameter::clear_has_bias_filler() { - _has_bits_[0] &= ~0x00004000u; -} -void ConvolutionParameter::clear_bias_filler() { - if (bias_filler_ != NULL) bias_filler_->::caffe::FillerParameter::Clear(); - clear_has_bias_filler(); -} -const ::caffe::FillerParameter& ConvolutionParameter::bias_filler() const { - // @@protoc_insertion_point(field_get:caffe.ConvolutionParameter.bias_filler) - return bias_filler_ != NULL ? *bias_filler_ - : *::caffe::FillerParameter::internal_default_instance(); -} -::caffe::FillerParameter* ConvolutionParameter::mutable_bias_filler() { - set_has_bias_filler(); - if (bias_filler_ == NULL) { - bias_filler_ = new ::caffe::FillerParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.ConvolutionParameter.bias_filler) - return bias_filler_; -} -::caffe::FillerParameter* ConvolutionParameter::release_bias_filler() { - // @@protoc_insertion_point(field_release:caffe.ConvolutionParameter.bias_filler) - clear_has_bias_filler(); - ::caffe::FillerParameter* temp = bias_filler_; - bias_filler_ = NULL; - return temp; -} -void ConvolutionParameter::set_allocated_bias_filler(::caffe::FillerParameter* bias_filler) { - delete bias_filler_; - bias_filler_ = bias_filler; - if (bias_filler) { - set_has_bias_filler(); - } else { - clear_has_bias_filler(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.ConvolutionParameter.bias_filler) -} - -// optional .caffe.ConvolutionParameter.Engine engine = 15 [default = DEFAULT]; -bool ConvolutionParameter::has_engine() const { - return (_has_bits_[0] & 0x00008000u) != 0; -} -void ConvolutionParameter::set_has_engine() { - _has_bits_[0] |= 0x00008000u; -} -void ConvolutionParameter::clear_has_engine() { - _has_bits_[0] &= ~0x00008000u; -} -void ConvolutionParameter::clear_engine() { - engine_ = 0; - clear_has_engine(); -} -::caffe::ConvolutionParameter_Engine ConvolutionParameter::engine() const { - // @@protoc_insertion_point(field_get:caffe.ConvolutionParameter.engine) - return static_cast< ::caffe::ConvolutionParameter_Engine >(engine_); -} -void ConvolutionParameter::set_engine(::caffe::ConvolutionParameter_Engine value) { - assert(::caffe::ConvolutionParameter_Engine_IsValid(value)); - set_has_engine(); - engine_ = value; - // @@protoc_insertion_point(field_set:caffe.ConvolutionParameter.engine) -} - -// optional int32 axis = 16 [default = 1]; -bool ConvolutionParameter::has_axis() const { - return (_has_bits_[0] & 0x00010000u) != 0; -} -void ConvolutionParameter::set_has_axis() { - _has_bits_[0] |= 0x00010000u; -} -void ConvolutionParameter::clear_has_axis() { - _has_bits_[0] &= ~0x00010000u; -} -void ConvolutionParameter::clear_axis() { - axis_ = 1; - clear_has_axis(); -} -::google::protobuf::int32 ConvolutionParameter::axis() const { - // @@protoc_insertion_point(field_get:caffe.ConvolutionParameter.axis) - return axis_; -} -void ConvolutionParameter::set_axis(::google::protobuf::int32 value) { - set_has_axis(); - axis_ = value; - // @@protoc_insertion_point(field_set:caffe.ConvolutionParameter.axis) -} - -// optional bool force_nd_im2col = 17 [default = false]; -bool ConvolutionParameter::has_force_nd_im2col() const { - return (_has_bits_[0] & 0x00020000u) != 0; -} -void ConvolutionParameter::set_has_force_nd_im2col() { - _has_bits_[0] |= 0x00020000u; -} -void ConvolutionParameter::clear_has_force_nd_im2col() { - _has_bits_[0] &= ~0x00020000u; -} -void ConvolutionParameter::clear_force_nd_im2col() { - force_nd_im2col_ = false; - clear_has_force_nd_im2col(); -} -bool ConvolutionParameter::force_nd_im2col() const { - // @@protoc_insertion_point(field_get:caffe.ConvolutionParameter.force_nd_im2col) - return force_nd_im2col_; -} -void ConvolutionParameter::set_force_nd_im2col(bool value) { - set_has_force_nd_im2col(); - force_nd_im2col_ = value; - // @@protoc_insertion_point(field_set:caffe.ConvolutionParameter.force_nd_im2col) -} - -inline const ConvolutionParameter* ConvolutionParameter::internal_default_instance() { - return &ConvolutionParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int CropParameter::kAxisFieldNumber; -const int CropParameter::kOffsetFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -CropParameter::CropParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.CropParameter) -} - -void CropParameter::InitAsDefaultInstance() { -} - -CropParameter::CropParameter(const CropParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.CropParameter) -} - -void CropParameter::SharedCtor() { - _cached_size_ = 0; - axis_ = 2; -} - -CropParameter::~CropParameter() { - // @@protoc_insertion_point(destructor:caffe.CropParameter) - SharedDtor(); -} - -void CropParameter::SharedDtor() { -} - -void CropParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* CropParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return CropParameter_descriptor_; -} - -const CropParameter& CropParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed CropParameter_default_instance_; - -CropParameter* CropParameter::New(::google::protobuf::Arena* arena) const { - CropParameter* n = new CropParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void CropParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.CropParameter) - axis_ = 2; - offset_.Clear(); - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool CropParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.CropParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional int32 axis = 1 [default = 2]; - case 1: { - if (tag == 8) { - set_has_axis(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &axis_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(16)) goto parse_offset; - break; - } - - // repeated uint32 offset = 2; - case 2: { - if (tag == 16) { - parse_offset: - DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - 1, 16, input, this->mutable_offset()))); - } else if (tag == 18) { - DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitiveNoInline< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, this->mutable_offset()))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(16)) goto parse_offset; - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.CropParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.CropParameter) - return false; -#undef DO_ -} - -void CropParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.CropParameter) - // optional int32 axis = 1 [default = 2]; - if (has_axis()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(1, this->axis(), output); - } - - // repeated uint32 offset = 2; - for (int i = 0; i < this->offset_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32( - 2, this->offset(i), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.CropParameter) -} - -::google::protobuf::uint8* CropParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.CropParameter) - // optional int32 axis = 1 [default = 2]; - if (has_axis()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(1, this->axis(), target); - } - - // repeated uint32 offset = 2; - for (int i = 0; i < this->offset_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite:: - WriteUInt32ToArray(2, this->offset(i), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.CropParameter) - return target; -} - -size_t CropParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.CropParameter) - size_t total_size = 0; - - // optional int32 axis = 1 [default = 2]; - if (has_axis()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->axis()); - } - - // repeated uint32 offset = 2; - { - size_t data_size = 0; - unsigned int count = this->offset_size(); - for (unsigned int i = 0; i < count; i++) { - data_size += ::google::protobuf::internal::WireFormatLite:: - UInt32Size(this->offset(i)); - } - total_size += 1 * - ::google::protobuf::internal::FromIntSize(this->offset_size()); - total_size += data_size; - } - - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void CropParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.CropParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const CropParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.CropParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.CropParameter) - UnsafeMergeFrom(*source); - } -} - -void CropParameter::MergeFrom(const CropParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.CropParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void CropParameter::UnsafeMergeFrom(const CropParameter& from) { - GOOGLE_DCHECK(&from != this); - offset_.UnsafeMergeFrom(from.offset_); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_axis()) { - set_axis(from.axis()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void CropParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.CropParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void CropParameter::CopyFrom(const CropParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.CropParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool CropParameter::IsInitialized() const { - - return true; -} - -void CropParameter::Swap(CropParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void CropParameter::InternalSwap(CropParameter* other) { - std::swap(axis_, other->axis_); - offset_.UnsafeArenaSwap(&other->offset_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata CropParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = CropParameter_descriptor_; - metadata.reflection = CropParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// CropParameter - -// optional int32 axis = 1 [default = 2]; -bool CropParameter::has_axis() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void CropParameter::set_has_axis() { - _has_bits_[0] |= 0x00000001u; -} -void CropParameter::clear_has_axis() { - _has_bits_[0] &= ~0x00000001u; -} -void CropParameter::clear_axis() { - axis_ = 2; - clear_has_axis(); -} -::google::protobuf::int32 CropParameter::axis() const { - // @@protoc_insertion_point(field_get:caffe.CropParameter.axis) - return axis_; -} -void CropParameter::set_axis(::google::protobuf::int32 value) { - set_has_axis(); - axis_ = value; - // @@protoc_insertion_point(field_set:caffe.CropParameter.axis) -} - -// repeated uint32 offset = 2; -int CropParameter::offset_size() const { - return offset_.size(); -} -void CropParameter::clear_offset() { - offset_.Clear(); -} -::google::protobuf::uint32 CropParameter::offset(int index) const { - // @@protoc_insertion_point(field_get:caffe.CropParameter.offset) - return offset_.Get(index); -} -void CropParameter::set_offset(int index, ::google::protobuf::uint32 value) { - offset_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.CropParameter.offset) -} -void CropParameter::add_offset(::google::protobuf::uint32 value) { - offset_.Add(value); - // @@protoc_insertion_point(field_add:caffe.CropParameter.offset) -} -const ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >& -CropParameter::offset() const { - // @@protoc_insertion_point(field_list:caffe.CropParameter.offset) - return offset_; -} -::google::protobuf::RepeatedField< ::google::protobuf::uint32 >* -CropParameter::mutable_offset() { - // @@protoc_insertion_point(field_mutable_list:caffe.CropParameter.offset) - return &offset_; -} - -inline const CropParameter* CropParameter::internal_default_instance() { - return &CropParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -const ::google::protobuf::EnumDescriptor* DataParameter_DB_descriptor() { - protobuf_AssignDescriptorsOnce(); - return DataParameter_DB_descriptor_; -} -bool DataParameter_DB_IsValid(int value) { - switch (value) { - case 0: - case 1: - return true; - default: - return false; - } -} - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const DataParameter_DB DataParameter::LEVELDB; -const DataParameter_DB DataParameter::LMDB; -const DataParameter_DB DataParameter::DB_MIN; -const DataParameter_DB DataParameter::DB_MAX; -const int DataParameter::DB_ARRAYSIZE; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int DataParameter::kSourceFieldNumber; -const int DataParameter::kBatchSizeFieldNumber; -const int DataParameter::kRandSkipFieldNumber; -const int DataParameter::kBackendFieldNumber; -const int DataParameter::kScaleFieldNumber; -const int DataParameter::kMeanFileFieldNumber; -const int DataParameter::kCropSizeFieldNumber; -const int DataParameter::kMirrorFieldNumber; -const int DataParameter::kForceEncodedColorFieldNumber; -const int DataParameter::kPrefetchFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -DataParameter::DataParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.DataParameter) -} - -void DataParameter::InitAsDefaultInstance() { -} - -DataParameter::DataParameter(const DataParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.DataParameter) -} - -void DataParameter::SharedCtor() { - _cached_size_ = 0; - source_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - mean_file_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - ::memset(&batch_size_, 0, reinterpret_cast(&force_encoded_color_) - - reinterpret_cast(&batch_size_) + sizeof(force_encoded_color_)); - scale_ = 1; - prefetch_ = 4u; -} - -DataParameter::~DataParameter() { - // @@protoc_insertion_point(destructor:caffe.DataParameter) - SharedDtor(); -} - -void DataParameter::SharedDtor() { - source_.DestroyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - mean_file_.DestroyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} - -void DataParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* DataParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return DataParameter_descriptor_; -} - -const DataParameter& DataParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed DataParameter_default_instance_; - -DataParameter* DataParameter::New(::google::protobuf::Arena* arena) const { - DataParameter* n = new DataParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void DataParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.DataParameter) -#if defined(__clang__) -#define ZR_HELPER_(f) \ - _Pragma("clang diagnostic push") \ - _Pragma("clang diagnostic ignored \"-Winvalid-offsetof\"") \ - __builtin_offsetof(DataParameter, f) \ - _Pragma("clang diagnostic pop") -#else -#define ZR_HELPER_(f) reinterpret_cast(\ - &reinterpret_cast(16)->f) -#endif - -#define ZR_(first, last) do {\ - ::memset(&(first), 0,\ - ZR_HELPER_(last) - ZR_HELPER_(first) + sizeof(last));\ -} while (0) - - if (_has_bits_[0 / 32] & 255u) { - ZR_(batch_size_, mirror_); - if (has_source()) { - source_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - scale_ = 1; - if (has_mean_file()) { - mean_file_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - } - if (_has_bits_[8 / 32] & 768u) { - force_encoded_color_ = false; - prefetch_ = 4u; - } - -#undef ZR_HELPER_ -#undef ZR_ - - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool DataParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.DataParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional string source = 1; - case 1: { - if (tag == 10) { - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_source())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->source().data(), this->source().length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.DataParameter.source"); - } else { - goto handle_unusual; - } - if (input->ExpectTag(21)) goto parse_scale; - break; - } - - // optional float scale = 2 [default = 1]; - case 2: { - if (tag == 21) { - parse_scale: - set_has_scale(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &scale_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(26)) goto parse_mean_file; - break; - } - - // optional string mean_file = 3; - case 3: { - if (tag == 26) { - parse_mean_file: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_mean_file())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->mean_file().data(), this->mean_file().length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.DataParameter.mean_file"); - } else { - goto handle_unusual; - } - if (input->ExpectTag(32)) goto parse_batch_size; - break; - } - - // optional uint32 batch_size = 4; - case 4: { - if (tag == 32) { - parse_batch_size: - set_has_batch_size(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &batch_size_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(40)) goto parse_crop_size; - break; - } - - // optional uint32 crop_size = 5 [default = 0]; - case 5: { - if (tag == 40) { - parse_crop_size: - set_has_crop_size(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &crop_size_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(48)) goto parse_mirror; - break; - } - - // optional bool mirror = 6 [default = false]; - case 6: { - if (tag == 48) { - parse_mirror: - set_has_mirror(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &mirror_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(56)) goto parse_rand_skip; - break; - } - - // optional uint32 rand_skip = 7 [default = 0]; - case 7: { - if (tag == 56) { - parse_rand_skip: - set_has_rand_skip(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &rand_skip_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(64)) goto parse_backend; - break; - } - - // optional .caffe.DataParameter.DB backend = 8 [default = LEVELDB]; - case 8: { - if (tag == 64) { - parse_backend: - int value; - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - int, ::google::protobuf::internal::WireFormatLite::TYPE_ENUM>( - input, &value))); - if (::caffe::DataParameter_DB_IsValid(value)) { - set_backend(static_cast< ::caffe::DataParameter_DB >(value)); - } else { - mutable_unknown_fields()->AddVarint(8, value); - } - } else { - goto handle_unusual; - } - if (input->ExpectTag(72)) goto parse_force_encoded_color; - break; - } - - // optional bool force_encoded_color = 9 [default = false]; - case 9: { - if (tag == 72) { - parse_force_encoded_color: - set_has_force_encoded_color(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &force_encoded_color_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(80)) goto parse_prefetch; - break; - } - - // optional uint32 prefetch = 10 [default = 4]; - case 10: { - if (tag == 80) { - parse_prefetch: - set_has_prefetch(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &prefetch_))); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.DataParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.DataParameter) - return false; -#undef DO_ -} - -void DataParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.DataParameter) - // optional string source = 1; - if (has_source()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->source().data(), this->source().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.DataParameter.source"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 1, this->source(), output); - } - - // optional float scale = 2 [default = 1]; - if (has_scale()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(2, this->scale(), output); - } - - // optional string mean_file = 3; - if (has_mean_file()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->mean_file().data(), this->mean_file().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.DataParameter.mean_file"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 3, this->mean_file(), output); - } - - // optional uint32 batch_size = 4; - if (has_batch_size()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(4, this->batch_size(), output); - } - - // optional uint32 crop_size = 5 [default = 0]; - if (has_crop_size()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(5, this->crop_size(), output); - } - - // optional bool mirror = 6 [default = false]; - if (has_mirror()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(6, this->mirror(), output); - } - - // optional uint32 rand_skip = 7 [default = 0]; - if (has_rand_skip()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(7, this->rand_skip(), output); - } - - // optional .caffe.DataParameter.DB backend = 8 [default = LEVELDB]; - if (has_backend()) { - ::google::protobuf::internal::WireFormatLite::WriteEnum( - 8, this->backend(), output); - } - - // optional bool force_encoded_color = 9 [default = false]; - if (has_force_encoded_color()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(9, this->force_encoded_color(), output); - } - - // optional uint32 prefetch = 10 [default = 4]; - if (has_prefetch()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(10, this->prefetch(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.DataParameter) -} - -::google::protobuf::uint8* DataParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.DataParameter) - // optional string source = 1; - if (has_source()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->source().data(), this->source().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.DataParameter.source"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 1, this->source(), target); - } - - // optional float scale = 2 [default = 1]; - if (has_scale()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(2, this->scale(), target); - } - - // optional string mean_file = 3; - if (has_mean_file()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->mean_file().data(), this->mean_file().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.DataParameter.mean_file"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 3, this->mean_file(), target); - } - - // optional uint32 batch_size = 4; - if (has_batch_size()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(4, this->batch_size(), target); - } - - // optional uint32 crop_size = 5 [default = 0]; - if (has_crop_size()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(5, this->crop_size(), target); - } - - // optional bool mirror = 6 [default = false]; - if (has_mirror()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(6, this->mirror(), target); - } - - // optional uint32 rand_skip = 7 [default = 0]; - if (has_rand_skip()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(7, this->rand_skip(), target); - } - - // optional .caffe.DataParameter.DB backend = 8 [default = LEVELDB]; - if (has_backend()) { - target = ::google::protobuf::internal::WireFormatLite::WriteEnumToArray( - 8, this->backend(), target); - } - - // optional bool force_encoded_color = 9 [default = false]; - if (has_force_encoded_color()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(9, this->force_encoded_color(), target); - } - - // optional uint32 prefetch = 10 [default = 4]; - if (has_prefetch()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(10, this->prefetch(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.DataParameter) - return target; -} - -size_t DataParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.DataParameter) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 255u) { - // optional string source = 1; - if (has_source()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->source()); - } - - // optional uint32 batch_size = 4; - if (has_batch_size()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->batch_size()); - } - - // optional uint32 rand_skip = 7 [default = 0]; - if (has_rand_skip()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->rand_skip()); - } - - // optional .caffe.DataParameter.DB backend = 8 [default = LEVELDB]; - if (has_backend()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::EnumSize(this->backend()); - } - - // optional float scale = 2 [default = 1]; - if (has_scale()) { - total_size += 1 + 4; - } - - // optional string mean_file = 3; - if (has_mean_file()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->mean_file()); - } - - // optional uint32 crop_size = 5 [default = 0]; - if (has_crop_size()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->crop_size()); - } - - // optional bool mirror = 6 [default = false]; - if (has_mirror()) { - total_size += 1 + 1; - } - - } - if (_has_bits_[8 / 32] & 768u) { - // optional bool force_encoded_color = 9 [default = false]; - if (has_force_encoded_color()) { - total_size += 1 + 1; - } - - // optional uint32 prefetch = 10 [default = 4]; - if (has_prefetch()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->prefetch()); - } - - } - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void DataParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.DataParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const DataParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.DataParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.DataParameter) - UnsafeMergeFrom(*source); - } -} - -void DataParameter::MergeFrom(const DataParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.DataParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void DataParameter::UnsafeMergeFrom(const DataParameter& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_source()) { - set_has_source(); - source_.AssignWithDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), from.source_); - } - if (from.has_batch_size()) { - set_batch_size(from.batch_size()); - } - if (from.has_rand_skip()) { - set_rand_skip(from.rand_skip()); - } - if (from.has_backend()) { - set_backend(from.backend()); - } - if (from.has_scale()) { - set_scale(from.scale()); - } - if (from.has_mean_file()) { - set_has_mean_file(); - mean_file_.AssignWithDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), from.mean_file_); - } - if (from.has_crop_size()) { - set_crop_size(from.crop_size()); - } - if (from.has_mirror()) { - set_mirror(from.mirror()); - } - } - if (from._has_bits_[8 / 32] & (0xffu << (8 % 32))) { - if (from.has_force_encoded_color()) { - set_force_encoded_color(from.force_encoded_color()); - } - if (from.has_prefetch()) { - set_prefetch(from.prefetch()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void DataParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.DataParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void DataParameter::CopyFrom(const DataParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.DataParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool DataParameter::IsInitialized() const { - - return true; -} - -void DataParameter::Swap(DataParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void DataParameter::InternalSwap(DataParameter* other) { - source_.Swap(&other->source_); - std::swap(batch_size_, other->batch_size_); - std::swap(rand_skip_, other->rand_skip_); - std::swap(backend_, other->backend_); - std::swap(scale_, other->scale_); - mean_file_.Swap(&other->mean_file_); - std::swap(crop_size_, other->crop_size_); - std::swap(mirror_, other->mirror_); - std::swap(force_encoded_color_, other->force_encoded_color_); - std::swap(prefetch_, other->prefetch_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata DataParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = DataParameter_descriptor_; - metadata.reflection = DataParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// DataParameter - -// optional string source = 1; -bool DataParameter::has_source() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void DataParameter::set_has_source() { - _has_bits_[0] |= 0x00000001u; -} -void DataParameter::clear_has_source() { - _has_bits_[0] &= ~0x00000001u; -} -void DataParameter::clear_source() { - source_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_source(); -} -const ::std::string& DataParameter::source() const { - // @@protoc_insertion_point(field_get:caffe.DataParameter.source) - return source_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void DataParameter::set_source(const ::std::string& value) { - set_has_source(); - source_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.DataParameter.source) -} -void DataParameter::set_source(const char* value) { - set_has_source(); - source_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.DataParameter.source) -} -void DataParameter::set_source(const char* value, size_t size) { - set_has_source(); - source_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.DataParameter.source) -} -::std::string* DataParameter::mutable_source() { - set_has_source(); - // @@protoc_insertion_point(field_mutable:caffe.DataParameter.source) - return source_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -::std::string* DataParameter::release_source() { - // @@protoc_insertion_point(field_release:caffe.DataParameter.source) - clear_has_source(); - return source_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void DataParameter::set_allocated_source(::std::string* source) { - if (source != NULL) { - set_has_source(); - } else { - clear_has_source(); - } - source_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), source); - // @@protoc_insertion_point(field_set_allocated:caffe.DataParameter.source) -} - -// optional uint32 batch_size = 4; -bool DataParameter::has_batch_size() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void DataParameter::set_has_batch_size() { - _has_bits_[0] |= 0x00000002u; -} -void DataParameter::clear_has_batch_size() { - _has_bits_[0] &= ~0x00000002u; -} -void DataParameter::clear_batch_size() { - batch_size_ = 0u; - clear_has_batch_size(); -} -::google::protobuf::uint32 DataParameter::batch_size() const { - // @@protoc_insertion_point(field_get:caffe.DataParameter.batch_size) - return batch_size_; -} -void DataParameter::set_batch_size(::google::protobuf::uint32 value) { - set_has_batch_size(); - batch_size_ = value; - // @@protoc_insertion_point(field_set:caffe.DataParameter.batch_size) -} - -// optional uint32 rand_skip = 7 [default = 0]; -bool DataParameter::has_rand_skip() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -void DataParameter::set_has_rand_skip() { - _has_bits_[0] |= 0x00000004u; -} -void DataParameter::clear_has_rand_skip() { - _has_bits_[0] &= ~0x00000004u; -} -void DataParameter::clear_rand_skip() { - rand_skip_ = 0u; - clear_has_rand_skip(); -} -::google::protobuf::uint32 DataParameter::rand_skip() const { - // @@protoc_insertion_point(field_get:caffe.DataParameter.rand_skip) - return rand_skip_; -} -void DataParameter::set_rand_skip(::google::protobuf::uint32 value) { - set_has_rand_skip(); - rand_skip_ = value; - // @@protoc_insertion_point(field_set:caffe.DataParameter.rand_skip) -} - -// optional .caffe.DataParameter.DB backend = 8 [default = LEVELDB]; -bool DataParameter::has_backend() const { - return (_has_bits_[0] & 0x00000008u) != 0; -} -void DataParameter::set_has_backend() { - _has_bits_[0] |= 0x00000008u; -} -void DataParameter::clear_has_backend() { - _has_bits_[0] &= ~0x00000008u; -} -void DataParameter::clear_backend() { - backend_ = 0; - clear_has_backend(); -} -::caffe::DataParameter_DB DataParameter::backend() const { - // @@protoc_insertion_point(field_get:caffe.DataParameter.backend) - return static_cast< ::caffe::DataParameter_DB >(backend_); -} -void DataParameter::set_backend(::caffe::DataParameter_DB value) { - assert(::caffe::DataParameter_DB_IsValid(value)); - set_has_backend(); - backend_ = value; - // @@protoc_insertion_point(field_set:caffe.DataParameter.backend) -} - -// optional float scale = 2 [default = 1]; -bool DataParameter::has_scale() const { - return (_has_bits_[0] & 0x00000010u) != 0; -} -void DataParameter::set_has_scale() { - _has_bits_[0] |= 0x00000010u; -} -void DataParameter::clear_has_scale() { - _has_bits_[0] &= ~0x00000010u; -} -void DataParameter::clear_scale() { - scale_ = 1; - clear_has_scale(); -} -float DataParameter::scale() const { - // @@protoc_insertion_point(field_get:caffe.DataParameter.scale) - return scale_; -} -void DataParameter::set_scale(float value) { - set_has_scale(); - scale_ = value; - // @@protoc_insertion_point(field_set:caffe.DataParameter.scale) -} - -// optional string mean_file = 3; -bool DataParameter::has_mean_file() const { - return (_has_bits_[0] & 0x00000020u) != 0; -} -void DataParameter::set_has_mean_file() { - _has_bits_[0] |= 0x00000020u; -} -void DataParameter::clear_has_mean_file() { - _has_bits_[0] &= ~0x00000020u; -} -void DataParameter::clear_mean_file() { - mean_file_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_mean_file(); -} -const ::std::string& DataParameter::mean_file() const { - // @@protoc_insertion_point(field_get:caffe.DataParameter.mean_file) - return mean_file_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void DataParameter::set_mean_file(const ::std::string& value) { - set_has_mean_file(); - mean_file_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.DataParameter.mean_file) -} -void DataParameter::set_mean_file(const char* value) { - set_has_mean_file(); - mean_file_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.DataParameter.mean_file) -} -void DataParameter::set_mean_file(const char* value, size_t size) { - set_has_mean_file(); - mean_file_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.DataParameter.mean_file) -} -::std::string* DataParameter::mutable_mean_file() { - set_has_mean_file(); - // @@protoc_insertion_point(field_mutable:caffe.DataParameter.mean_file) - return mean_file_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -::std::string* DataParameter::release_mean_file() { - // @@protoc_insertion_point(field_release:caffe.DataParameter.mean_file) - clear_has_mean_file(); - return mean_file_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void DataParameter::set_allocated_mean_file(::std::string* mean_file) { - if (mean_file != NULL) { - set_has_mean_file(); - } else { - clear_has_mean_file(); - } - mean_file_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), mean_file); - // @@protoc_insertion_point(field_set_allocated:caffe.DataParameter.mean_file) -} - -// optional uint32 crop_size = 5 [default = 0]; -bool DataParameter::has_crop_size() const { - return (_has_bits_[0] & 0x00000040u) != 0; -} -void DataParameter::set_has_crop_size() { - _has_bits_[0] |= 0x00000040u; -} -void DataParameter::clear_has_crop_size() { - _has_bits_[0] &= ~0x00000040u; -} -void DataParameter::clear_crop_size() { - crop_size_ = 0u; - clear_has_crop_size(); -} -::google::protobuf::uint32 DataParameter::crop_size() const { - // @@protoc_insertion_point(field_get:caffe.DataParameter.crop_size) - return crop_size_; -} -void DataParameter::set_crop_size(::google::protobuf::uint32 value) { - set_has_crop_size(); - crop_size_ = value; - // @@protoc_insertion_point(field_set:caffe.DataParameter.crop_size) -} - -// optional bool mirror = 6 [default = false]; -bool DataParameter::has_mirror() const { - return (_has_bits_[0] & 0x00000080u) != 0; -} -void DataParameter::set_has_mirror() { - _has_bits_[0] |= 0x00000080u; -} -void DataParameter::clear_has_mirror() { - _has_bits_[0] &= ~0x00000080u; -} -void DataParameter::clear_mirror() { - mirror_ = false; - clear_has_mirror(); -} -bool DataParameter::mirror() const { - // @@protoc_insertion_point(field_get:caffe.DataParameter.mirror) - return mirror_; -} -void DataParameter::set_mirror(bool value) { - set_has_mirror(); - mirror_ = value; - // @@protoc_insertion_point(field_set:caffe.DataParameter.mirror) -} - -// optional bool force_encoded_color = 9 [default = false]; -bool DataParameter::has_force_encoded_color() const { - return (_has_bits_[0] & 0x00000100u) != 0; -} -void DataParameter::set_has_force_encoded_color() { - _has_bits_[0] |= 0x00000100u; -} -void DataParameter::clear_has_force_encoded_color() { - _has_bits_[0] &= ~0x00000100u; -} -void DataParameter::clear_force_encoded_color() { - force_encoded_color_ = false; - clear_has_force_encoded_color(); -} -bool DataParameter::force_encoded_color() const { - // @@protoc_insertion_point(field_get:caffe.DataParameter.force_encoded_color) - return force_encoded_color_; -} -void DataParameter::set_force_encoded_color(bool value) { - set_has_force_encoded_color(); - force_encoded_color_ = value; - // @@protoc_insertion_point(field_set:caffe.DataParameter.force_encoded_color) -} - -// optional uint32 prefetch = 10 [default = 4]; -bool DataParameter::has_prefetch() const { - return (_has_bits_[0] & 0x00000200u) != 0; -} -void DataParameter::set_has_prefetch() { - _has_bits_[0] |= 0x00000200u; -} -void DataParameter::clear_has_prefetch() { - _has_bits_[0] &= ~0x00000200u; -} -void DataParameter::clear_prefetch() { - prefetch_ = 4u; - clear_has_prefetch(); -} -::google::protobuf::uint32 DataParameter::prefetch() const { - // @@protoc_insertion_point(field_get:caffe.DataParameter.prefetch) - return prefetch_; -} -void DataParameter::set_prefetch(::google::protobuf::uint32 value) { - set_has_prefetch(); - prefetch_ = value; - // @@protoc_insertion_point(field_set:caffe.DataParameter.prefetch) -} - -inline const DataParameter* DataParameter::internal_default_instance() { - return &DataParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int NonMaximumSuppressionParameter::kNmsThresholdFieldNumber; -const int NonMaximumSuppressionParameter::kTopKFieldNumber; -const int NonMaximumSuppressionParameter::kEtaFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -NonMaximumSuppressionParameter::NonMaximumSuppressionParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.NonMaximumSuppressionParameter) -} - -void NonMaximumSuppressionParameter::InitAsDefaultInstance() { -} - -NonMaximumSuppressionParameter::NonMaximumSuppressionParameter(const NonMaximumSuppressionParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.NonMaximumSuppressionParameter) -} - -void NonMaximumSuppressionParameter::SharedCtor() { - _cached_size_ = 0; - top_k_ = 0; - nms_threshold_ = 0.3f; - eta_ = 1; -} - -NonMaximumSuppressionParameter::~NonMaximumSuppressionParameter() { - // @@protoc_insertion_point(destructor:caffe.NonMaximumSuppressionParameter) - SharedDtor(); -} - -void NonMaximumSuppressionParameter::SharedDtor() { -} - -void NonMaximumSuppressionParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* NonMaximumSuppressionParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return NonMaximumSuppressionParameter_descriptor_; -} - -const NonMaximumSuppressionParameter& NonMaximumSuppressionParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed NonMaximumSuppressionParameter_default_instance_; - -NonMaximumSuppressionParameter* NonMaximumSuppressionParameter::New(::google::protobuf::Arena* arena) const { - NonMaximumSuppressionParameter* n = new NonMaximumSuppressionParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void NonMaximumSuppressionParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.NonMaximumSuppressionParameter) - if (_has_bits_[0 / 32] & 7u) { - nms_threshold_ = 0.3f; - top_k_ = 0; - eta_ = 1; - } - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool NonMaximumSuppressionParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.NonMaximumSuppressionParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional float nms_threshold = 1 [default = 0.3]; - case 1: { - if (tag == 13) { - set_has_nms_threshold(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &nms_threshold_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(16)) goto parse_top_k; - break; - } - - // optional int32 top_k = 2; - case 2: { - if (tag == 16) { - parse_top_k: - set_has_top_k(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &top_k_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(29)) goto parse_eta; - break; - } - - // optional float eta = 3 [default = 1]; - case 3: { - if (tag == 29) { - parse_eta: - set_has_eta(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &eta_))); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.NonMaximumSuppressionParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.NonMaximumSuppressionParameter) - return false; -#undef DO_ -} - -void NonMaximumSuppressionParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.NonMaximumSuppressionParameter) - // optional float nms_threshold = 1 [default = 0.3]; - if (has_nms_threshold()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(1, this->nms_threshold(), output); - } - - // optional int32 top_k = 2; - if (has_top_k()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(2, this->top_k(), output); - } - - // optional float eta = 3 [default = 1]; - if (has_eta()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(3, this->eta(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.NonMaximumSuppressionParameter) -} - -::google::protobuf::uint8* NonMaximumSuppressionParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.NonMaximumSuppressionParameter) - // optional float nms_threshold = 1 [default = 0.3]; - if (has_nms_threshold()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(1, this->nms_threshold(), target); - } - - // optional int32 top_k = 2; - if (has_top_k()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(2, this->top_k(), target); - } - - // optional float eta = 3 [default = 1]; - if (has_eta()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(3, this->eta(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.NonMaximumSuppressionParameter) - return target; -} - -size_t NonMaximumSuppressionParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.NonMaximumSuppressionParameter) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 7u) { - // optional float nms_threshold = 1 [default = 0.3]; - if (has_nms_threshold()) { - total_size += 1 + 4; - } - - // optional int32 top_k = 2; - if (has_top_k()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->top_k()); - } - - // optional float eta = 3 [default = 1]; - if (has_eta()) { - total_size += 1 + 4; - } - - } - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void NonMaximumSuppressionParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.NonMaximumSuppressionParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const NonMaximumSuppressionParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.NonMaximumSuppressionParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.NonMaximumSuppressionParameter) - UnsafeMergeFrom(*source); - } -} - -void NonMaximumSuppressionParameter::MergeFrom(const NonMaximumSuppressionParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.NonMaximumSuppressionParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void NonMaximumSuppressionParameter::UnsafeMergeFrom(const NonMaximumSuppressionParameter& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_nms_threshold()) { - set_nms_threshold(from.nms_threshold()); - } - if (from.has_top_k()) { - set_top_k(from.top_k()); - } - if (from.has_eta()) { - set_eta(from.eta()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void NonMaximumSuppressionParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.NonMaximumSuppressionParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void NonMaximumSuppressionParameter::CopyFrom(const NonMaximumSuppressionParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.NonMaximumSuppressionParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool NonMaximumSuppressionParameter::IsInitialized() const { - - return true; -} - -void NonMaximumSuppressionParameter::Swap(NonMaximumSuppressionParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void NonMaximumSuppressionParameter::InternalSwap(NonMaximumSuppressionParameter* other) { - std::swap(nms_threshold_, other->nms_threshold_); - std::swap(top_k_, other->top_k_); - std::swap(eta_, other->eta_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata NonMaximumSuppressionParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = NonMaximumSuppressionParameter_descriptor_; - metadata.reflection = NonMaximumSuppressionParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// NonMaximumSuppressionParameter - -// optional float nms_threshold = 1 [default = 0.3]; -bool NonMaximumSuppressionParameter::has_nms_threshold() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void NonMaximumSuppressionParameter::set_has_nms_threshold() { - _has_bits_[0] |= 0x00000001u; -} -void NonMaximumSuppressionParameter::clear_has_nms_threshold() { - _has_bits_[0] &= ~0x00000001u; -} -void NonMaximumSuppressionParameter::clear_nms_threshold() { - nms_threshold_ = 0.3f; - clear_has_nms_threshold(); -} -float NonMaximumSuppressionParameter::nms_threshold() const { - // @@protoc_insertion_point(field_get:caffe.NonMaximumSuppressionParameter.nms_threshold) - return nms_threshold_; -} -void NonMaximumSuppressionParameter::set_nms_threshold(float value) { - set_has_nms_threshold(); - nms_threshold_ = value; - // @@protoc_insertion_point(field_set:caffe.NonMaximumSuppressionParameter.nms_threshold) -} - -// optional int32 top_k = 2; -bool NonMaximumSuppressionParameter::has_top_k() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void NonMaximumSuppressionParameter::set_has_top_k() { - _has_bits_[0] |= 0x00000002u; -} -void NonMaximumSuppressionParameter::clear_has_top_k() { - _has_bits_[0] &= ~0x00000002u; -} -void NonMaximumSuppressionParameter::clear_top_k() { - top_k_ = 0; - clear_has_top_k(); -} -::google::protobuf::int32 NonMaximumSuppressionParameter::top_k() const { - // @@protoc_insertion_point(field_get:caffe.NonMaximumSuppressionParameter.top_k) - return top_k_; -} -void NonMaximumSuppressionParameter::set_top_k(::google::protobuf::int32 value) { - set_has_top_k(); - top_k_ = value; - // @@protoc_insertion_point(field_set:caffe.NonMaximumSuppressionParameter.top_k) -} - -// optional float eta = 3 [default = 1]; -bool NonMaximumSuppressionParameter::has_eta() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -void NonMaximumSuppressionParameter::set_has_eta() { - _has_bits_[0] |= 0x00000004u; -} -void NonMaximumSuppressionParameter::clear_has_eta() { - _has_bits_[0] &= ~0x00000004u; -} -void NonMaximumSuppressionParameter::clear_eta() { - eta_ = 1; - clear_has_eta(); -} -float NonMaximumSuppressionParameter::eta() const { - // @@protoc_insertion_point(field_get:caffe.NonMaximumSuppressionParameter.eta) - return eta_; -} -void NonMaximumSuppressionParameter::set_eta(float value) { - set_has_eta(); - eta_ = value; - // @@protoc_insertion_point(field_set:caffe.NonMaximumSuppressionParameter.eta) -} - -inline const NonMaximumSuppressionParameter* NonMaximumSuppressionParameter::internal_default_instance() { - return &NonMaximumSuppressionParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int SaveOutputParameter::kOutputDirectoryFieldNumber; -const int SaveOutputParameter::kOutputNamePrefixFieldNumber; -const int SaveOutputParameter::kOutputFormatFieldNumber; -const int SaveOutputParameter::kLabelMapFileFieldNumber; -const int SaveOutputParameter::kNameSizeFileFieldNumber; -const int SaveOutputParameter::kNumTestImageFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -SaveOutputParameter::SaveOutputParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.SaveOutputParameter) -} - -void SaveOutputParameter::InitAsDefaultInstance() { -} - -SaveOutputParameter::SaveOutputParameter(const SaveOutputParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.SaveOutputParameter) -} - -void SaveOutputParameter::SharedCtor() { - _cached_size_ = 0; - output_directory_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - output_name_prefix_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - output_format_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - label_map_file_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - name_size_file_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - num_test_image_ = 0u; -} - -SaveOutputParameter::~SaveOutputParameter() { - // @@protoc_insertion_point(destructor:caffe.SaveOutputParameter) - SharedDtor(); -} - -void SaveOutputParameter::SharedDtor() { - output_directory_.DestroyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - output_name_prefix_.DestroyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - output_format_.DestroyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - label_map_file_.DestroyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - name_size_file_.DestroyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} - -void SaveOutputParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* SaveOutputParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return SaveOutputParameter_descriptor_; -} - -const SaveOutputParameter& SaveOutputParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed SaveOutputParameter_default_instance_; - -SaveOutputParameter* SaveOutputParameter::New(::google::protobuf::Arena* arena) const { - SaveOutputParameter* n = new SaveOutputParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void SaveOutputParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.SaveOutputParameter) - if (_has_bits_[0 / 32] & 63u) { - if (has_output_directory()) { - output_directory_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - if (has_output_name_prefix()) { - output_name_prefix_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - if (has_output_format()) { - output_format_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - if (has_label_map_file()) { - label_map_file_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - if (has_name_size_file()) { - name_size_file_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - num_test_image_ = 0u; - } - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool SaveOutputParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.SaveOutputParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional string output_directory = 1; - case 1: { - if (tag == 10) { - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_output_directory())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->output_directory().data(), this->output_directory().length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.SaveOutputParameter.output_directory"); - } else { - goto handle_unusual; - } - if (input->ExpectTag(18)) goto parse_output_name_prefix; - break; - } - - // optional string output_name_prefix = 2; - case 2: { - if (tag == 18) { - parse_output_name_prefix: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_output_name_prefix())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->output_name_prefix().data(), this->output_name_prefix().length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.SaveOutputParameter.output_name_prefix"); - } else { - goto handle_unusual; - } - if (input->ExpectTag(26)) goto parse_output_format; - break; - } - - // optional string output_format = 3; - case 3: { - if (tag == 26) { - parse_output_format: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_output_format())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->output_format().data(), this->output_format().length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.SaveOutputParameter.output_format"); - } else { - goto handle_unusual; - } - if (input->ExpectTag(34)) goto parse_label_map_file; - break; - } - - // optional string label_map_file = 4; - case 4: { - if (tag == 34) { - parse_label_map_file: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_label_map_file())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->label_map_file().data(), this->label_map_file().length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.SaveOutputParameter.label_map_file"); - } else { - goto handle_unusual; - } - if (input->ExpectTag(42)) goto parse_name_size_file; - break; - } - - // optional string name_size_file = 5; - case 5: { - if (tag == 42) { - parse_name_size_file: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_name_size_file())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->name_size_file().data(), this->name_size_file().length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.SaveOutputParameter.name_size_file"); - } else { - goto handle_unusual; - } - if (input->ExpectTag(48)) goto parse_num_test_image; - break; - } - - // optional uint32 num_test_image = 6; - case 6: { - if (tag == 48) { - parse_num_test_image: - set_has_num_test_image(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &num_test_image_))); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.SaveOutputParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.SaveOutputParameter) - return false; -#undef DO_ -} - -void SaveOutputParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.SaveOutputParameter) - // optional string output_directory = 1; - if (has_output_directory()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->output_directory().data(), this->output_directory().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.SaveOutputParameter.output_directory"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 1, this->output_directory(), output); - } - - // optional string output_name_prefix = 2; - if (has_output_name_prefix()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->output_name_prefix().data(), this->output_name_prefix().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.SaveOutputParameter.output_name_prefix"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 2, this->output_name_prefix(), output); - } - - // optional string output_format = 3; - if (has_output_format()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->output_format().data(), this->output_format().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.SaveOutputParameter.output_format"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 3, this->output_format(), output); - } - - // optional string label_map_file = 4; - if (has_label_map_file()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->label_map_file().data(), this->label_map_file().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.SaveOutputParameter.label_map_file"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 4, this->label_map_file(), output); - } - - // optional string name_size_file = 5; - if (has_name_size_file()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->name_size_file().data(), this->name_size_file().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.SaveOutputParameter.name_size_file"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 5, this->name_size_file(), output); - } - - // optional uint32 num_test_image = 6; - if (has_num_test_image()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(6, this->num_test_image(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.SaveOutputParameter) -} - -::google::protobuf::uint8* SaveOutputParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.SaveOutputParameter) - // optional string output_directory = 1; - if (has_output_directory()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->output_directory().data(), this->output_directory().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.SaveOutputParameter.output_directory"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 1, this->output_directory(), target); - } - - // optional string output_name_prefix = 2; - if (has_output_name_prefix()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->output_name_prefix().data(), this->output_name_prefix().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.SaveOutputParameter.output_name_prefix"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 2, this->output_name_prefix(), target); - } - - // optional string output_format = 3; - if (has_output_format()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->output_format().data(), this->output_format().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.SaveOutputParameter.output_format"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 3, this->output_format(), target); - } - - // optional string label_map_file = 4; - if (has_label_map_file()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->label_map_file().data(), this->label_map_file().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.SaveOutputParameter.label_map_file"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 4, this->label_map_file(), target); - } - - // optional string name_size_file = 5; - if (has_name_size_file()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->name_size_file().data(), this->name_size_file().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.SaveOutputParameter.name_size_file"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 5, this->name_size_file(), target); - } - - // optional uint32 num_test_image = 6; - if (has_num_test_image()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(6, this->num_test_image(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.SaveOutputParameter) - return target; -} - -size_t SaveOutputParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.SaveOutputParameter) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 63u) { - // optional string output_directory = 1; - if (has_output_directory()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->output_directory()); - } - - // optional string output_name_prefix = 2; - if (has_output_name_prefix()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->output_name_prefix()); - } - - // optional string output_format = 3; - if (has_output_format()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->output_format()); - } - - // optional string label_map_file = 4; - if (has_label_map_file()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->label_map_file()); - } - - // optional string name_size_file = 5; - if (has_name_size_file()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->name_size_file()); - } - - // optional uint32 num_test_image = 6; - if (has_num_test_image()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->num_test_image()); - } - - } - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void SaveOutputParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.SaveOutputParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const SaveOutputParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.SaveOutputParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.SaveOutputParameter) - UnsafeMergeFrom(*source); - } -} - -void SaveOutputParameter::MergeFrom(const SaveOutputParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.SaveOutputParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void SaveOutputParameter::UnsafeMergeFrom(const SaveOutputParameter& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_output_directory()) { - set_has_output_directory(); - output_directory_.AssignWithDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), from.output_directory_); - } - if (from.has_output_name_prefix()) { - set_has_output_name_prefix(); - output_name_prefix_.AssignWithDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), from.output_name_prefix_); - } - if (from.has_output_format()) { - set_has_output_format(); - output_format_.AssignWithDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), from.output_format_); - } - if (from.has_label_map_file()) { - set_has_label_map_file(); - label_map_file_.AssignWithDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), from.label_map_file_); - } - if (from.has_name_size_file()) { - set_has_name_size_file(); - name_size_file_.AssignWithDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), from.name_size_file_); - } - if (from.has_num_test_image()) { - set_num_test_image(from.num_test_image()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void SaveOutputParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.SaveOutputParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void SaveOutputParameter::CopyFrom(const SaveOutputParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.SaveOutputParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool SaveOutputParameter::IsInitialized() const { - - return true; -} - -void SaveOutputParameter::Swap(SaveOutputParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void SaveOutputParameter::InternalSwap(SaveOutputParameter* other) { - output_directory_.Swap(&other->output_directory_); - output_name_prefix_.Swap(&other->output_name_prefix_); - output_format_.Swap(&other->output_format_); - label_map_file_.Swap(&other->label_map_file_); - name_size_file_.Swap(&other->name_size_file_); - std::swap(num_test_image_, other->num_test_image_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata SaveOutputParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = SaveOutputParameter_descriptor_; - metadata.reflection = SaveOutputParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// SaveOutputParameter - -// optional string output_directory = 1; -bool SaveOutputParameter::has_output_directory() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void SaveOutputParameter::set_has_output_directory() { - _has_bits_[0] |= 0x00000001u; -} -void SaveOutputParameter::clear_has_output_directory() { - _has_bits_[0] &= ~0x00000001u; -} -void SaveOutputParameter::clear_output_directory() { - output_directory_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_output_directory(); -} -const ::std::string& SaveOutputParameter::output_directory() const { - // @@protoc_insertion_point(field_get:caffe.SaveOutputParameter.output_directory) - return output_directory_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void SaveOutputParameter::set_output_directory(const ::std::string& value) { - set_has_output_directory(); - output_directory_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.SaveOutputParameter.output_directory) -} -void SaveOutputParameter::set_output_directory(const char* value) { - set_has_output_directory(); - output_directory_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.SaveOutputParameter.output_directory) -} -void SaveOutputParameter::set_output_directory(const char* value, size_t size) { - set_has_output_directory(); - output_directory_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.SaveOutputParameter.output_directory) -} -::std::string* SaveOutputParameter::mutable_output_directory() { - set_has_output_directory(); - // @@protoc_insertion_point(field_mutable:caffe.SaveOutputParameter.output_directory) - return output_directory_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -::std::string* SaveOutputParameter::release_output_directory() { - // @@protoc_insertion_point(field_release:caffe.SaveOutputParameter.output_directory) - clear_has_output_directory(); - return output_directory_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void SaveOutputParameter::set_allocated_output_directory(::std::string* output_directory) { - if (output_directory != NULL) { - set_has_output_directory(); - } else { - clear_has_output_directory(); - } - output_directory_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), output_directory); - // @@protoc_insertion_point(field_set_allocated:caffe.SaveOutputParameter.output_directory) -} - -// optional string output_name_prefix = 2; -bool SaveOutputParameter::has_output_name_prefix() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void SaveOutputParameter::set_has_output_name_prefix() { - _has_bits_[0] |= 0x00000002u; -} -void SaveOutputParameter::clear_has_output_name_prefix() { - _has_bits_[0] &= ~0x00000002u; -} -void SaveOutputParameter::clear_output_name_prefix() { - output_name_prefix_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_output_name_prefix(); -} -const ::std::string& SaveOutputParameter::output_name_prefix() const { - // @@protoc_insertion_point(field_get:caffe.SaveOutputParameter.output_name_prefix) - return output_name_prefix_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void SaveOutputParameter::set_output_name_prefix(const ::std::string& value) { - set_has_output_name_prefix(); - output_name_prefix_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.SaveOutputParameter.output_name_prefix) -} -void SaveOutputParameter::set_output_name_prefix(const char* value) { - set_has_output_name_prefix(); - output_name_prefix_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.SaveOutputParameter.output_name_prefix) -} -void SaveOutputParameter::set_output_name_prefix(const char* value, size_t size) { - set_has_output_name_prefix(); - output_name_prefix_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.SaveOutputParameter.output_name_prefix) -} -::std::string* SaveOutputParameter::mutable_output_name_prefix() { - set_has_output_name_prefix(); - // @@protoc_insertion_point(field_mutable:caffe.SaveOutputParameter.output_name_prefix) - return output_name_prefix_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -::std::string* SaveOutputParameter::release_output_name_prefix() { - // @@protoc_insertion_point(field_release:caffe.SaveOutputParameter.output_name_prefix) - clear_has_output_name_prefix(); - return output_name_prefix_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void SaveOutputParameter::set_allocated_output_name_prefix(::std::string* output_name_prefix) { - if (output_name_prefix != NULL) { - set_has_output_name_prefix(); - } else { - clear_has_output_name_prefix(); - } - output_name_prefix_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), output_name_prefix); - // @@protoc_insertion_point(field_set_allocated:caffe.SaveOutputParameter.output_name_prefix) -} - -// optional string output_format = 3; -bool SaveOutputParameter::has_output_format() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -void SaveOutputParameter::set_has_output_format() { - _has_bits_[0] |= 0x00000004u; -} -void SaveOutputParameter::clear_has_output_format() { - _has_bits_[0] &= ~0x00000004u; -} -void SaveOutputParameter::clear_output_format() { - output_format_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_output_format(); -} -const ::std::string& SaveOutputParameter::output_format() const { - // @@protoc_insertion_point(field_get:caffe.SaveOutputParameter.output_format) - return output_format_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void SaveOutputParameter::set_output_format(const ::std::string& value) { - set_has_output_format(); - output_format_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.SaveOutputParameter.output_format) -} -void SaveOutputParameter::set_output_format(const char* value) { - set_has_output_format(); - output_format_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.SaveOutputParameter.output_format) -} -void SaveOutputParameter::set_output_format(const char* value, size_t size) { - set_has_output_format(); - output_format_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.SaveOutputParameter.output_format) -} -::std::string* SaveOutputParameter::mutable_output_format() { - set_has_output_format(); - // @@protoc_insertion_point(field_mutable:caffe.SaveOutputParameter.output_format) - return output_format_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -::std::string* SaveOutputParameter::release_output_format() { - // @@protoc_insertion_point(field_release:caffe.SaveOutputParameter.output_format) - clear_has_output_format(); - return output_format_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void SaveOutputParameter::set_allocated_output_format(::std::string* output_format) { - if (output_format != NULL) { - set_has_output_format(); - } else { - clear_has_output_format(); - } - output_format_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), output_format); - // @@protoc_insertion_point(field_set_allocated:caffe.SaveOutputParameter.output_format) -} - -// optional string label_map_file = 4; -bool SaveOutputParameter::has_label_map_file() const { - return (_has_bits_[0] & 0x00000008u) != 0; -} -void SaveOutputParameter::set_has_label_map_file() { - _has_bits_[0] |= 0x00000008u; -} -void SaveOutputParameter::clear_has_label_map_file() { - _has_bits_[0] &= ~0x00000008u; -} -void SaveOutputParameter::clear_label_map_file() { - label_map_file_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_label_map_file(); -} -const ::std::string& SaveOutputParameter::label_map_file() const { - // @@protoc_insertion_point(field_get:caffe.SaveOutputParameter.label_map_file) - return label_map_file_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void SaveOutputParameter::set_label_map_file(const ::std::string& value) { - set_has_label_map_file(); - label_map_file_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.SaveOutputParameter.label_map_file) -} -void SaveOutputParameter::set_label_map_file(const char* value) { - set_has_label_map_file(); - label_map_file_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.SaveOutputParameter.label_map_file) -} -void SaveOutputParameter::set_label_map_file(const char* value, size_t size) { - set_has_label_map_file(); - label_map_file_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.SaveOutputParameter.label_map_file) -} -::std::string* SaveOutputParameter::mutable_label_map_file() { - set_has_label_map_file(); - // @@protoc_insertion_point(field_mutable:caffe.SaveOutputParameter.label_map_file) - return label_map_file_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -::std::string* SaveOutputParameter::release_label_map_file() { - // @@protoc_insertion_point(field_release:caffe.SaveOutputParameter.label_map_file) - clear_has_label_map_file(); - return label_map_file_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void SaveOutputParameter::set_allocated_label_map_file(::std::string* label_map_file) { - if (label_map_file != NULL) { - set_has_label_map_file(); - } else { - clear_has_label_map_file(); - } - label_map_file_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), label_map_file); - // @@protoc_insertion_point(field_set_allocated:caffe.SaveOutputParameter.label_map_file) -} - -// optional string name_size_file = 5; -bool SaveOutputParameter::has_name_size_file() const { - return (_has_bits_[0] & 0x00000010u) != 0; -} -void SaveOutputParameter::set_has_name_size_file() { - _has_bits_[0] |= 0x00000010u; -} -void SaveOutputParameter::clear_has_name_size_file() { - _has_bits_[0] &= ~0x00000010u; -} -void SaveOutputParameter::clear_name_size_file() { - name_size_file_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_name_size_file(); -} -const ::std::string& SaveOutputParameter::name_size_file() const { - // @@protoc_insertion_point(field_get:caffe.SaveOutputParameter.name_size_file) - return name_size_file_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void SaveOutputParameter::set_name_size_file(const ::std::string& value) { - set_has_name_size_file(); - name_size_file_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.SaveOutputParameter.name_size_file) -} -void SaveOutputParameter::set_name_size_file(const char* value) { - set_has_name_size_file(); - name_size_file_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.SaveOutputParameter.name_size_file) -} -void SaveOutputParameter::set_name_size_file(const char* value, size_t size) { - set_has_name_size_file(); - name_size_file_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.SaveOutputParameter.name_size_file) -} -::std::string* SaveOutputParameter::mutable_name_size_file() { - set_has_name_size_file(); - // @@protoc_insertion_point(field_mutable:caffe.SaveOutputParameter.name_size_file) - return name_size_file_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -::std::string* SaveOutputParameter::release_name_size_file() { - // @@protoc_insertion_point(field_release:caffe.SaveOutputParameter.name_size_file) - clear_has_name_size_file(); - return name_size_file_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void SaveOutputParameter::set_allocated_name_size_file(::std::string* name_size_file) { - if (name_size_file != NULL) { - set_has_name_size_file(); - } else { - clear_has_name_size_file(); - } - name_size_file_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), name_size_file); - // @@protoc_insertion_point(field_set_allocated:caffe.SaveOutputParameter.name_size_file) -} - -// optional uint32 num_test_image = 6; -bool SaveOutputParameter::has_num_test_image() const { - return (_has_bits_[0] & 0x00000020u) != 0; -} -void SaveOutputParameter::set_has_num_test_image() { - _has_bits_[0] |= 0x00000020u; -} -void SaveOutputParameter::clear_has_num_test_image() { - _has_bits_[0] &= ~0x00000020u; -} -void SaveOutputParameter::clear_num_test_image() { - num_test_image_ = 0u; - clear_has_num_test_image(); -} -::google::protobuf::uint32 SaveOutputParameter::num_test_image() const { - // @@protoc_insertion_point(field_get:caffe.SaveOutputParameter.num_test_image) - return num_test_image_; -} -void SaveOutputParameter::set_num_test_image(::google::protobuf::uint32 value) { - set_has_num_test_image(); - num_test_image_ = value; - // @@protoc_insertion_point(field_set:caffe.SaveOutputParameter.num_test_image) -} - -inline const SaveOutputParameter* SaveOutputParameter::internal_default_instance() { - return &SaveOutputParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int DropoutParameter::kDropoutRatioFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -DropoutParameter::DropoutParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.DropoutParameter) -} - -void DropoutParameter::InitAsDefaultInstance() { -} - -DropoutParameter::DropoutParameter(const DropoutParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.DropoutParameter) -} - -void DropoutParameter::SharedCtor() { - _cached_size_ = 0; - dropout_ratio_ = 0.5f; -} - -DropoutParameter::~DropoutParameter() { - // @@protoc_insertion_point(destructor:caffe.DropoutParameter) - SharedDtor(); -} - -void DropoutParameter::SharedDtor() { -} - -void DropoutParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* DropoutParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return DropoutParameter_descriptor_; -} - -const DropoutParameter& DropoutParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed DropoutParameter_default_instance_; - -DropoutParameter* DropoutParameter::New(::google::protobuf::Arena* arena) const { - DropoutParameter* n = new DropoutParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void DropoutParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.DropoutParameter) - dropout_ratio_ = 0.5f; - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool DropoutParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.DropoutParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional float dropout_ratio = 1 [default = 0.5]; - case 1: { - if (tag == 13) { - set_has_dropout_ratio(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &dropout_ratio_))); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.DropoutParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.DropoutParameter) - return false; -#undef DO_ -} - -void DropoutParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.DropoutParameter) - // optional float dropout_ratio = 1 [default = 0.5]; - if (has_dropout_ratio()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(1, this->dropout_ratio(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.DropoutParameter) -} - -::google::protobuf::uint8* DropoutParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.DropoutParameter) - // optional float dropout_ratio = 1 [default = 0.5]; - if (has_dropout_ratio()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(1, this->dropout_ratio(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.DropoutParameter) - return target; -} - -size_t DropoutParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.DropoutParameter) - size_t total_size = 0; - - // optional float dropout_ratio = 1 [default = 0.5]; - if (has_dropout_ratio()) { - total_size += 1 + 4; - } - - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void DropoutParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.DropoutParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const DropoutParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.DropoutParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.DropoutParameter) - UnsafeMergeFrom(*source); - } -} - -void DropoutParameter::MergeFrom(const DropoutParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.DropoutParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void DropoutParameter::UnsafeMergeFrom(const DropoutParameter& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_dropout_ratio()) { - set_dropout_ratio(from.dropout_ratio()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void DropoutParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.DropoutParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void DropoutParameter::CopyFrom(const DropoutParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.DropoutParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool DropoutParameter::IsInitialized() const { - - return true; -} - -void DropoutParameter::Swap(DropoutParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void DropoutParameter::InternalSwap(DropoutParameter* other) { - std::swap(dropout_ratio_, other->dropout_ratio_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata DropoutParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = DropoutParameter_descriptor_; - metadata.reflection = DropoutParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// DropoutParameter - -// optional float dropout_ratio = 1 [default = 0.5]; -bool DropoutParameter::has_dropout_ratio() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void DropoutParameter::set_has_dropout_ratio() { - _has_bits_[0] |= 0x00000001u; -} -void DropoutParameter::clear_has_dropout_ratio() { - _has_bits_[0] &= ~0x00000001u; -} -void DropoutParameter::clear_dropout_ratio() { - dropout_ratio_ = 0.5f; - clear_has_dropout_ratio(); -} -float DropoutParameter::dropout_ratio() const { - // @@protoc_insertion_point(field_get:caffe.DropoutParameter.dropout_ratio) - return dropout_ratio_; -} -void DropoutParameter::set_dropout_ratio(float value) { - set_has_dropout_ratio(); - dropout_ratio_ = value; - // @@protoc_insertion_point(field_set:caffe.DropoutParameter.dropout_ratio) -} - -inline const DropoutParameter* DropoutParameter::internal_default_instance() { - return &DropoutParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int DummyDataParameter::kDataFillerFieldNumber; -const int DummyDataParameter::kShapeFieldNumber; -const int DummyDataParameter::kNumFieldNumber; -const int DummyDataParameter::kChannelsFieldNumber; -const int DummyDataParameter::kHeightFieldNumber; -const int DummyDataParameter::kWidthFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -DummyDataParameter::DummyDataParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.DummyDataParameter) -} - -void DummyDataParameter::InitAsDefaultInstance() { -} - -DummyDataParameter::DummyDataParameter(const DummyDataParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.DummyDataParameter) -} - -void DummyDataParameter::SharedCtor() { - _cached_size_ = 0; -} - -DummyDataParameter::~DummyDataParameter() { - // @@protoc_insertion_point(destructor:caffe.DummyDataParameter) - SharedDtor(); -} - -void DummyDataParameter::SharedDtor() { -} - -void DummyDataParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* DummyDataParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return DummyDataParameter_descriptor_; -} - -const DummyDataParameter& DummyDataParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed DummyDataParameter_default_instance_; - -DummyDataParameter* DummyDataParameter::New(::google::protobuf::Arena* arena) const { - DummyDataParameter* n = new DummyDataParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void DummyDataParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.DummyDataParameter) - data_filler_.Clear(); - shape_.Clear(); - num_.Clear(); - channels_.Clear(); - height_.Clear(); - width_.Clear(); - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool DummyDataParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.DummyDataParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // repeated .caffe.FillerParameter data_filler = 1; - case 1: { - if (tag == 10) { - DO_(input->IncrementRecursionDepth()); - parse_loop_data_filler: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtualNoRecursionDepth( - input, add_data_filler())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(10)) goto parse_loop_data_filler; - input->UnsafeDecrementRecursionDepth(); - if (input->ExpectTag(16)) goto parse_num; - break; - } - - // repeated uint32 num = 2; - case 2: { - if (tag == 16) { - parse_num: - DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - 1, 16, input, this->mutable_num()))); - } else if (tag == 18) { - DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitiveNoInline< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, this->mutable_num()))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(16)) goto parse_num; - if (input->ExpectTag(24)) goto parse_channels; - break; - } - - // repeated uint32 channels = 3; - case 3: { - if (tag == 24) { - parse_channels: - DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - 1, 24, input, this->mutable_channels()))); - } else if (tag == 26) { - DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitiveNoInline< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, this->mutable_channels()))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(24)) goto parse_channels; - if (input->ExpectTag(32)) goto parse_height; - break; - } - - // repeated uint32 height = 4; - case 4: { - if (tag == 32) { - parse_height: - DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - 1, 32, input, this->mutable_height()))); - } else if (tag == 34) { - DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitiveNoInline< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, this->mutable_height()))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(32)) goto parse_height; - if (input->ExpectTag(40)) goto parse_width; - break; - } - - // repeated uint32 width = 5; - case 5: { - if (tag == 40) { - parse_width: - DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - 1, 40, input, this->mutable_width()))); - } else if (tag == 42) { - DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitiveNoInline< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, this->mutable_width()))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(40)) goto parse_width; - if (input->ExpectTag(50)) goto parse_shape; - break; - } - - // repeated .caffe.BlobShape shape = 6; - case 6: { - if (tag == 50) { - parse_shape: - DO_(input->IncrementRecursionDepth()); - parse_loop_shape: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtualNoRecursionDepth( - input, add_shape())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(50)) goto parse_loop_shape; - input->UnsafeDecrementRecursionDepth(); - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.DummyDataParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.DummyDataParameter) - return false; -#undef DO_ -} - -void DummyDataParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.DummyDataParameter) - // repeated .caffe.FillerParameter data_filler = 1; - for (unsigned int i = 0, n = this->data_filler_size(); i < n; i++) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 1, this->data_filler(i), output); - } - - // repeated uint32 num = 2; - for (int i = 0; i < this->num_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32( - 2, this->num(i), output); - } - - // repeated uint32 channels = 3; - for (int i = 0; i < this->channels_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32( - 3, this->channels(i), output); - } - - // repeated uint32 height = 4; - for (int i = 0; i < this->height_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32( - 4, this->height(i), output); - } - - // repeated uint32 width = 5; - for (int i = 0; i < this->width_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32( - 5, this->width(i), output); - } - - // repeated .caffe.BlobShape shape = 6; - for (unsigned int i = 0, n = this->shape_size(); i < n; i++) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 6, this->shape(i), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.DummyDataParameter) -} - -::google::protobuf::uint8* DummyDataParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.DummyDataParameter) - // repeated .caffe.FillerParameter data_filler = 1; - for (unsigned int i = 0, n = this->data_filler_size(); i < n; i++) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 1, this->data_filler(i), false, target); - } - - // repeated uint32 num = 2; - for (int i = 0; i < this->num_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite:: - WriteUInt32ToArray(2, this->num(i), target); - } - - // repeated uint32 channels = 3; - for (int i = 0; i < this->channels_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite:: - WriteUInt32ToArray(3, this->channels(i), target); - } - - // repeated uint32 height = 4; - for (int i = 0; i < this->height_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite:: - WriteUInt32ToArray(4, this->height(i), target); - } - - // repeated uint32 width = 5; - for (int i = 0; i < this->width_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite:: - WriteUInt32ToArray(5, this->width(i), target); - } - - // repeated .caffe.BlobShape shape = 6; - for (unsigned int i = 0, n = this->shape_size(); i < n; i++) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 6, this->shape(i), false, target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.DummyDataParameter) - return target; -} - -size_t DummyDataParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.DummyDataParameter) - size_t total_size = 0; - - // repeated .caffe.FillerParameter data_filler = 1; - { - unsigned int count = this->data_filler_size(); - total_size += 1UL * count; - for (unsigned int i = 0; i < count; i++) { - total_size += - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - this->data_filler(i)); - } - } - - // repeated .caffe.BlobShape shape = 6; - { - unsigned int count = this->shape_size(); - total_size += 1UL * count; - for (unsigned int i = 0; i < count; i++) { - total_size += - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - this->shape(i)); - } - } - - // repeated uint32 num = 2; - { - size_t data_size = 0; - unsigned int count = this->num_size(); - for (unsigned int i = 0; i < count; i++) { - data_size += ::google::protobuf::internal::WireFormatLite:: - UInt32Size(this->num(i)); - } - total_size += 1 * - ::google::protobuf::internal::FromIntSize(this->num_size()); - total_size += data_size; - } - - // repeated uint32 channels = 3; - { - size_t data_size = 0; - unsigned int count = this->channels_size(); - for (unsigned int i = 0; i < count; i++) { - data_size += ::google::protobuf::internal::WireFormatLite:: - UInt32Size(this->channels(i)); - } - total_size += 1 * - ::google::protobuf::internal::FromIntSize(this->channels_size()); - total_size += data_size; - } - - // repeated uint32 height = 4; - { - size_t data_size = 0; - unsigned int count = this->height_size(); - for (unsigned int i = 0; i < count; i++) { - data_size += ::google::protobuf::internal::WireFormatLite:: - UInt32Size(this->height(i)); - } - total_size += 1 * - ::google::protobuf::internal::FromIntSize(this->height_size()); - total_size += data_size; - } - - // repeated uint32 width = 5; - { - size_t data_size = 0; - unsigned int count = this->width_size(); - for (unsigned int i = 0; i < count; i++) { - data_size += ::google::protobuf::internal::WireFormatLite:: - UInt32Size(this->width(i)); - } - total_size += 1 * - ::google::protobuf::internal::FromIntSize(this->width_size()); - total_size += data_size; - } - - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void DummyDataParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.DummyDataParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const DummyDataParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.DummyDataParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.DummyDataParameter) - UnsafeMergeFrom(*source); - } -} - -void DummyDataParameter::MergeFrom(const DummyDataParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.DummyDataParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void DummyDataParameter::UnsafeMergeFrom(const DummyDataParameter& from) { - GOOGLE_DCHECK(&from != this); - data_filler_.MergeFrom(from.data_filler_); - shape_.MergeFrom(from.shape_); - num_.UnsafeMergeFrom(from.num_); - channels_.UnsafeMergeFrom(from.channels_); - height_.UnsafeMergeFrom(from.height_); - width_.UnsafeMergeFrom(from.width_); - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void DummyDataParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.DummyDataParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void DummyDataParameter::CopyFrom(const DummyDataParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.DummyDataParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool DummyDataParameter::IsInitialized() const { - - return true; -} - -void DummyDataParameter::Swap(DummyDataParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void DummyDataParameter::InternalSwap(DummyDataParameter* other) { - data_filler_.UnsafeArenaSwap(&other->data_filler_); - shape_.UnsafeArenaSwap(&other->shape_); - num_.UnsafeArenaSwap(&other->num_); - channels_.UnsafeArenaSwap(&other->channels_); - height_.UnsafeArenaSwap(&other->height_); - width_.UnsafeArenaSwap(&other->width_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata DummyDataParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = DummyDataParameter_descriptor_; - metadata.reflection = DummyDataParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// DummyDataParameter - -// repeated .caffe.FillerParameter data_filler = 1; -int DummyDataParameter::data_filler_size() const { - return data_filler_.size(); -} -void DummyDataParameter::clear_data_filler() { - data_filler_.Clear(); -} -const ::caffe::FillerParameter& DummyDataParameter::data_filler(int index) const { - // @@protoc_insertion_point(field_get:caffe.DummyDataParameter.data_filler) - return data_filler_.Get(index); -} -::caffe::FillerParameter* DummyDataParameter::mutable_data_filler(int index) { - // @@protoc_insertion_point(field_mutable:caffe.DummyDataParameter.data_filler) - return data_filler_.Mutable(index); -} -::caffe::FillerParameter* DummyDataParameter::add_data_filler() { - // @@protoc_insertion_point(field_add:caffe.DummyDataParameter.data_filler) - return data_filler_.Add(); -} -::google::protobuf::RepeatedPtrField< ::caffe::FillerParameter >* -DummyDataParameter::mutable_data_filler() { - // @@protoc_insertion_point(field_mutable_list:caffe.DummyDataParameter.data_filler) - return &data_filler_; -} -const ::google::protobuf::RepeatedPtrField< ::caffe::FillerParameter >& -DummyDataParameter::data_filler() const { - // @@protoc_insertion_point(field_list:caffe.DummyDataParameter.data_filler) - return data_filler_; -} - -// repeated .caffe.BlobShape shape = 6; -int DummyDataParameter::shape_size() const { - return shape_.size(); -} -void DummyDataParameter::clear_shape() { - shape_.Clear(); -} -const ::caffe::BlobShape& DummyDataParameter::shape(int index) const { - // @@protoc_insertion_point(field_get:caffe.DummyDataParameter.shape) - return shape_.Get(index); -} -::caffe::BlobShape* DummyDataParameter::mutable_shape(int index) { - // @@protoc_insertion_point(field_mutable:caffe.DummyDataParameter.shape) - return shape_.Mutable(index); -} -::caffe::BlobShape* DummyDataParameter::add_shape() { - // @@protoc_insertion_point(field_add:caffe.DummyDataParameter.shape) - return shape_.Add(); -} -::google::protobuf::RepeatedPtrField< ::caffe::BlobShape >* -DummyDataParameter::mutable_shape() { - // @@protoc_insertion_point(field_mutable_list:caffe.DummyDataParameter.shape) - return &shape_; -} -const ::google::protobuf::RepeatedPtrField< ::caffe::BlobShape >& -DummyDataParameter::shape() const { - // @@protoc_insertion_point(field_list:caffe.DummyDataParameter.shape) - return shape_; -} - -// repeated uint32 num = 2; -int DummyDataParameter::num_size() const { - return num_.size(); -} -void DummyDataParameter::clear_num() { - num_.Clear(); -} -::google::protobuf::uint32 DummyDataParameter::num(int index) const { - // @@protoc_insertion_point(field_get:caffe.DummyDataParameter.num) - return num_.Get(index); -} -void DummyDataParameter::set_num(int index, ::google::protobuf::uint32 value) { - num_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.DummyDataParameter.num) -} -void DummyDataParameter::add_num(::google::protobuf::uint32 value) { - num_.Add(value); - // @@protoc_insertion_point(field_add:caffe.DummyDataParameter.num) -} -const ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >& -DummyDataParameter::num() const { - // @@protoc_insertion_point(field_list:caffe.DummyDataParameter.num) - return num_; -} -::google::protobuf::RepeatedField< ::google::protobuf::uint32 >* -DummyDataParameter::mutable_num() { - // @@protoc_insertion_point(field_mutable_list:caffe.DummyDataParameter.num) - return &num_; -} - -// repeated uint32 channels = 3; -int DummyDataParameter::channels_size() const { - return channels_.size(); -} -void DummyDataParameter::clear_channels() { - channels_.Clear(); -} -::google::protobuf::uint32 DummyDataParameter::channels(int index) const { - // @@protoc_insertion_point(field_get:caffe.DummyDataParameter.channels) - return channels_.Get(index); -} -void DummyDataParameter::set_channels(int index, ::google::protobuf::uint32 value) { - channels_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.DummyDataParameter.channels) -} -void DummyDataParameter::add_channels(::google::protobuf::uint32 value) { - channels_.Add(value); - // @@protoc_insertion_point(field_add:caffe.DummyDataParameter.channels) -} -const ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >& -DummyDataParameter::channels() const { - // @@protoc_insertion_point(field_list:caffe.DummyDataParameter.channels) - return channels_; -} -::google::protobuf::RepeatedField< ::google::protobuf::uint32 >* -DummyDataParameter::mutable_channels() { - // @@protoc_insertion_point(field_mutable_list:caffe.DummyDataParameter.channels) - return &channels_; -} - -// repeated uint32 height = 4; -int DummyDataParameter::height_size() const { - return height_.size(); -} -void DummyDataParameter::clear_height() { - height_.Clear(); -} -::google::protobuf::uint32 DummyDataParameter::height(int index) const { - // @@protoc_insertion_point(field_get:caffe.DummyDataParameter.height) - return height_.Get(index); -} -void DummyDataParameter::set_height(int index, ::google::protobuf::uint32 value) { - height_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.DummyDataParameter.height) -} -void DummyDataParameter::add_height(::google::protobuf::uint32 value) { - height_.Add(value); - // @@protoc_insertion_point(field_add:caffe.DummyDataParameter.height) -} -const ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >& -DummyDataParameter::height() const { - // @@protoc_insertion_point(field_list:caffe.DummyDataParameter.height) - return height_; -} -::google::protobuf::RepeatedField< ::google::protobuf::uint32 >* -DummyDataParameter::mutable_height() { - // @@protoc_insertion_point(field_mutable_list:caffe.DummyDataParameter.height) - return &height_; -} - -// repeated uint32 width = 5; -int DummyDataParameter::width_size() const { - return width_.size(); -} -void DummyDataParameter::clear_width() { - width_.Clear(); -} -::google::protobuf::uint32 DummyDataParameter::width(int index) const { - // @@protoc_insertion_point(field_get:caffe.DummyDataParameter.width) - return width_.Get(index); -} -void DummyDataParameter::set_width(int index, ::google::protobuf::uint32 value) { - width_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.DummyDataParameter.width) -} -void DummyDataParameter::add_width(::google::protobuf::uint32 value) { - width_.Add(value); - // @@protoc_insertion_point(field_add:caffe.DummyDataParameter.width) -} -const ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >& -DummyDataParameter::width() const { - // @@protoc_insertion_point(field_list:caffe.DummyDataParameter.width) - return width_; -} -::google::protobuf::RepeatedField< ::google::protobuf::uint32 >* -DummyDataParameter::mutable_width() { - // @@protoc_insertion_point(field_mutable_list:caffe.DummyDataParameter.width) - return &width_; -} - -inline const DummyDataParameter* DummyDataParameter::internal_default_instance() { - return &DummyDataParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -const ::google::protobuf::EnumDescriptor* EltwiseParameter_EltwiseOp_descriptor() { - protobuf_AssignDescriptorsOnce(); - return EltwiseParameter_EltwiseOp_descriptor_; -} -bool EltwiseParameter_EltwiseOp_IsValid(int value) { - switch (value) { - case 0: - case 1: - case 2: - return true; - default: - return false; - } -} - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const EltwiseParameter_EltwiseOp EltwiseParameter::PROD; -const EltwiseParameter_EltwiseOp EltwiseParameter::SUM; -const EltwiseParameter_EltwiseOp EltwiseParameter::MAX; -const EltwiseParameter_EltwiseOp EltwiseParameter::EltwiseOp_MIN; -const EltwiseParameter_EltwiseOp EltwiseParameter::EltwiseOp_MAX; -const int EltwiseParameter::EltwiseOp_ARRAYSIZE; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int EltwiseParameter::kOperationFieldNumber; -const int EltwiseParameter::kCoeffFieldNumber; -const int EltwiseParameter::kStableProdGradFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -EltwiseParameter::EltwiseParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.EltwiseParameter) -} - -void EltwiseParameter::InitAsDefaultInstance() { -} - -EltwiseParameter::EltwiseParameter(const EltwiseParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.EltwiseParameter) -} - -void EltwiseParameter::SharedCtor() { - _cached_size_ = 0; - operation_ = 1; - stable_prod_grad_ = true; -} - -EltwiseParameter::~EltwiseParameter() { - // @@protoc_insertion_point(destructor:caffe.EltwiseParameter) - SharedDtor(); -} - -void EltwiseParameter::SharedDtor() { -} - -void EltwiseParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* EltwiseParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return EltwiseParameter_descriptor_; -} - -const EltwiseParameter& EltwiseParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed EltwiseParameter_default_instance_; - -EltwiseParameter* EltwiseParameter::New(::google::protobuf::Arena* arena) const { - EltwiseParameter* n = new EltwiseParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void EltwiseParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.EltwiseParameter) - if (_has_bits_[0 / 32] & 5u) { - operation_ = 1; - stable_prod_grad_ = true; - } - coeff_.Clear(); - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool EltwiseParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.EltwiseParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional .caffe.EltwiseParameter.EltwiseOp operation = 1 [default = SUM]; - case 1: { - if (tag == 8) { - int value; - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - int, ::google::protobuf::internal::WireFormatLite::TYPE_ENUM>( - input, &value))); - if (::caffe::EltwiseParameter_EltwiseOp_IsValid(value)) { - set_operation(static_cast< ::caffe::EltwiseParameter_EltwiseOp >(value)); - } else { - mutable_unknown_fields()->AddVarint(1, value); - } - } else { - goto handle_unusual; - } - if (input->ExpectTag(21)) goto parse_coeff; - break; - } - - // repeated float coeff = 2; - case 2: { - if (tag == 21) { - parse_coeff: - DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - 1, 21, input, this->mutable_coeff()))); - } else if (tag == 18) { - DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitiveNoInline< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, this->mutable_coeff()))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(21)) goto parse_coeff; - if (input->ExpectTag(24)) goto parse_stable_prod_grad; - break; - } - - // optional bool stable_prod_grad = 3 [default = true]; - case 3: { - if (tag == 24) { - parse_stable_prod_grad: - set_has_stable_prod_grad(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &stable_prod_grad_))); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.EltwiseParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.EltwiseParameter) - return false; -#undef DO_ -} - -void EltwiseParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.EltwiseParameter) - // optional .caffe.EltwiseParameter.EltwiseOp operation = 1 [default = SUM]; - if (has_operation()) { - ::google::protobuf::internal::WireFormatLite::WriteEnum( - 1, this->operation(), output); - } - - // repeated float coeff = 2; - for (int i = 0; i < this->coeff_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteFloat( - 2, this->coeff(i), output); - } - - // optional bool stable_prod_grad = 3 [default = true]; - if (has_stable_prod_grad()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(3, this->stable_prod_grad(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.EltwiseParameter) -} - -::google::protobuf::uint8* EltwiseParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.EltwiseParameter) - // optional .caffe.EltwiseParameter.EltwiseOp operation = 1 [default = SUM]; - if (has_operation()) { - target = ::google::protobuf::internal::WireFormatLite::WriteEnumToArray( - 1, this->operation(), target); - } - - // repeated float coeff = 2; - for (int i = 0; i < this->coeff_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite:: - WriteFloatToArray(2, this->coeff(i), target); - } - - // optional bool stable_prod_grad = 3 [default = true]; - if (has_stable_prod_grad()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(3, this->stable_prod_grad(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.EltwiseParameter) - return target; -} - -size_t EltwiseParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.EltwiseParameter) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 5u) { - // optional .caffe.EltwiseParameter.EltwiseOp operation = 1 [default = SUM]; - if (has_operation()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::EnumSize(this->operation()); - } - - // optional bool stable_prod_grad = 3 [default = true]; - if (has_stable_prod_grad()) { - total_size += 1 + 1; - } - - } - // repeated float coeff = 2; - { - size_t data_size = 0; - unsigned int count = this->coeff_size(); - data_size = 4UL * count; - total_size += 1 * - ::google::protobuf::internal::FromIntSize(this->coeff_size()); - total_size += data_size; - } - - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void EltwiseParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.EltwiseParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const EltwiseParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.EltwiseParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.EltwiseParameter) - UnsafeMergeFrom(*source); - } -} - -void EltwiseParameter::MergeFrom(const EltwiseParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.EltwiseParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void EltwiseParameter::UnsafeMergeFrom(const EltwiseParameter& from) { - GOOGLE_DCHECK(&from != this); - coeff_.UnsafeMergeFrom(from.coeff_); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_operation()) { - set_operation(from.operation()); - } - if (from.has_stable_prod_grad()) { - set_stable_prod_grad(from.stable_prod_grad()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void EltwiseParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.EltwiseParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void EltwiseParameter::CopyFrom(const EltwiseParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.EltwiseParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool EltwiseParameter::IsInitialized() const { - - return true; -} - -void EltwiseParameter::Swap(EltwiseParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void EltwiseParameter::InternalSwap(EltwiseParameter* other) { - std::swap(operation_, other->operation_); - coeff_.UnsafeArenaSwap(&other->coeff_); - std::swap(stable_prod_grad_, other->stable_prod_grad_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata EltwiseParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = EltwiseParameter_descriptor_; - metadata.reflection = EltwiseParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// EltwiseParameter - -// optional .caffe.EltwiseParameter.EltwiseOp operation = 1 [default = SUM]; -bool EltwiseParameter::has_operation() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void EltwiseParameter::set_has_operation() { - _has_bits_[0] |= 0x00000001u; -} -void EltwiseParameter::clear_has_operation() { - _has_bits_[0] &= ~0x00000001u; -} -void EltwiseParameter::clear_operation() { - operation_ = 1; - clear_has_operation(); -} -::caffe::EltwiseParameter_EltwiseOp EltwiseParameter::operation() const { - // @@protoc_insertion_point(field_get:caffe.EltwiseParameter.operation) - return static_cast< ::caffe::EltwiseParameter_EltwiseOp >(operation_); -} -void EltwiseParameter::set_operation(::caffe::EltwiseParameter_EltwiseOp value) { - assert(::caffe::EltwiseParameter_EltwiseOp_IsValid(value)); - set_has_operation(); - operation_ = value; - // @@protoc_insertion_point(field_set:caffe.EltwiseParameter.operation) -} - -// repeated float coeff = 2; -int EltwiseParameter::coeff_size() const { - return coeff_.size(); -} -void EltwiseParameter::clear_coeff() { - coeff_.Clear(); -} -float EltwiseParameter::coeff(int index) const { - // @@protoc_insertion_point(field_get:caffe.EltwiseParameter.coeff) - return coeff_.Get(index); -} -void EltwiseParameter::set_coeff(int index, float value) { - coeff_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.EltwiseParameter.coeff) -} -void EltwiseParameter::add_coeff(float value) { - coeff_.Add(value); - // @@protoc_insertion_point(field_add:caffe.EltwiseParameter.coeff) -} -const ::google::protobuf::RepeatedField< float >& -EltwiseParameter::coeff() const { - // @@protoc_insertion_point(field_list:caffe.EltwiseParameter.coeff) - return coeff_; -} -::google::protobuf::RepeatedField< float >* -EltwiseParameter::mutable_coeff() { - // @@protoc_insertion_point(field_mutable_list:caffe.EltwiseParameter.coeff) - return &coeff_; -} - -// optional bool stable_prod_grad = 3 [default = true]; -bool EltwiseParameter::has_stable_prod_grad() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -void EltwiseParameter::set_has_stable_prod_grad() { - _has_bits_[0] |= 0x00000004u; -} -void EltwiseParameter::clear_has_stable_prod_grad() { - _has_bits_[0] &= ~0x00000004u; -} -void EltwiseParameter::clear_stable_prod_grad() { - stable_prod_grad_ = true; - clear_has_stable_prod_grad(); -} -bool EltwiseParameter::stable_prod_grad() const { - // @@protoc_insertion_point(field_get:caffe.EltwiseParameter.stable_prod_grad) - return stable_prod_grad_; -} -void EltwiseParameter::set_stable_prod_grad(bool value) { - set_has_stable_prod_grad(); - stable_prod_grad_ = value; - // @@protoc_insertion_point(field_set:caffe.EltwiseParameter.stable_prod_grad) -} - -inline const EltwiseParameter* EltwiseParameter::internal_default_instance() { - return &EltwiseParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int ELUParameter::kAlphaFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -ELUParameter::ELUParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.ELUParameter) -} - -void ELUParameter::InitAsDefaultInstance() { -} - -ELUParameter::ELUParameter(const ELUParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.ELUParameter) -} - -void ELUParameter::SharedCtor() { - _cached_size_ = 0; - alpha_ = 1; -} - -ELUParameter::~ELUParameter() { - // @@protoc_insertion_point(destructor:caffe.ELUParameter) - SharedDtor(); -} - -void ELUParameter::SharedDtor() { -} - -void ELUParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* ELUParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return ELUParameter_descriptor_; -} - -const ELUParameter& ELUParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed ELUParameter_default_instance_; - -ELUParameter* ELUParameter::New(::google::protobuf::Arena* arena) const { - ELUParameter* n = new ELUParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void ELUParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.ELUParameter) - alpha_ = 1; - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool ELUParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.ELUParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional float alpha = 1 [default = 1]; - case 1: { - if (tag == 13) { - set_has_alpha(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &alpha_))); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.ELUParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.ELUParameter) - return false; -#undef DO_ -} - -void ELUParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.ELUParameter) - // optional float alpha = 1 [default = 1]; - if (has_alpha()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(1, this->alpha(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.ELUParameter) -} - -::google::protobuf::uint8* ELUParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.ELUParameter) - // optional float alpha = 1 [default = 1]; - if (has_alpha()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(1, this->alpha(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.ELUParameter) - return target; -} - -size_t ELUParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.ELUParameter) - size_t total_size = 0; - - // optional float alpha = 1 [default = 1]; - if (has_alpha()) { - total_size += 1 + 4; - } - - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void ELUParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.ELUParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const ELUParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.ELUParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.ELUParameter) - UnsafeMergeFrom(*source); - } -} - -void ELUParameter::MergeFrom(const ELUParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.ELUParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void ELUParameter::UnsafeMergeFrom(const ELUParameter& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_alpha()) { - set_alpha(from.alpha()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void ELUParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.ELUParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void ELUParameter::CopyFrom(const ELUParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.ELUParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool ELUParameter::IsInitialized() const { - - return true; -} - -void ELUParameter::Swap(ELUParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void ELUParameter::InternalSwap(ELUParameter* other) { - std::swap(alpha_, other->alpha_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata ELUParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = ELUParameter_descriptor_; - metadata.reflection = ELUParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// ELUParameter - -// optional float alpha = 1 [default = 1]; -bool ELUParameter::has_alpha() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void ELUParameter::set_has_alpha() { - _has_bits_[0] |= 0x00000001u; -} -void ELUParameter::clear_has_alpha() { - _has_bits_[0] &= ~0x00000001u; -} -void ELUParameter::clear_alpha() { - alpha_ = 1; - clear_has_alpha(); -} -float ELUParameter::alpha() const { - // @@protoc_insertion_point(field_get:caffe.ELUParameter.alpha) - return alpha_; -} -void ELUParameter::set_alpha(float value) { - set_has_alpha(); - alpha_ = value; - // @@protoc_insertion_point(field_set:caffe.ELUParameter.alpha) -} - -inline const ELUParameter* ELUParameter::internal_default_instance() { - return &ELUParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int EmbedParameter::kNumOutputFieldNumber; -const int EmbedParameter::kInputDimFieldNumber; -const int EmbedParameter::kBiasTermFieldNumber; -const int EmbedParameter::kWeightFillerFieldNumber; -const int EmbedParameter::kBiasFillerFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -EmbedParameter::EmbedParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.EmbedParameter) -} - -void EmbedParameter::InitAsDefaultInstance() { - weight_filler_ = const_cast< ::caffe::FillerParameter*>( - ::caffe::FillerParameter::internal_default_instance()); - bias_filler_ = const_cast< ::caffe::FillerParameter*>( - ::caffe::FillerParameter::internal_default_instance()); -} - -EmbedParameter::EmbedParameter(const EmbedParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.EmbedParameter) -} - -void EmbedParameter::SharedCtor() { - _cached_size_ = 0; - weight_filler_ = NULL; - bias_filler_ = NULL; - ::memset(&num_output_, 0, reinterpret_cast(&input_dim_) - - reinterpret_cast(&num_output_) + sizeof(input_dim_)); - bias_term_ = true; -} - -EmbedParameter::~EmbedParameter() { - // @@protoc_insertion_point(destructor:caffe.EmbedParameter) - SharedDtor(); -} - -void EmbedParameter::SharedDtor() { - if (this != &EmbedParameter_default_instance_.get()) { - delete weight_filler_; - delete bias_filler_; - } -} - -void EmbedParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* EmbedParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return EmbedParameter_descriptor_; -} - -const EmbedParameter& EmbedParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed EmbedParameter_default_instance_; - -EmbedParameter* EmbedParameter::New(::google::protobuf::Arena* arena) const { - EmbedParameter* n = new EmbedParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void EmbedParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.EmbedParameter) -#if defined(__clang__) -#define ZR_HELPER_(f) \ - _Pragma("clang diagnostic push") \ - _Pragma("clang diagnostic ignored \"-Winvalid-offsetof\"") \ - __builtin_offsetof(EmbedParameter, f) \ - _Pragma("clang diagnostic pop") -#else -#define ZR_HELPER_(f) reinterpret_cast(\ - &reinterpret_cast(16)->f) -#endif - -#define ZR_(first, last) do {\ - ::memset(&(first), 0,\ - ZR_HELPER_(last) - ZR_HELPER_(first) + sizeof(last));\ -} while (0) - - if (_has_bits_[0 / 32] & 31u) { - ZR_(num_output_, input_dim_); - bias_term_ = true; - if (has_weight_filler()) { - if (weight_filler_ != NULL) weight_filler_->::caffe::FillerParameter::Clear(); - } - if (has_bias_filler()) { - if (bias_filler_ != NULL) bias_filler_->::caffe::FillerParameter::Clear(); - } - } - -#undef ZR_HELPER_ -#undef ZR_ - - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool EmbedParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.EmbedParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional uint32 num_output = 1; - case 1: { - if (tag == 8) { - set_has_num_output(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &num_output_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(16)) goto parse_input_dim; - break; - } - - // optional uint32 input_dim = 2; - case 2: { - if (tag == 16) { - parse_input_dim: - set_has_input_dim(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &input_dim_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(24)) goto parse_bias_term; - break; - } - - // optional bool bias_term = 3 [default = true]; - case 3: { - if (tag == 24) { - parse_bias_term: - set_has_bias_term(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &bias_term_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(34)) goto parse_weight_filler; - break; - } - - // optional .caffe.FillerParameter weight_filler = 4; - case 4: { - if (tag == 34) { - parse_weight_filler: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_weight_filler())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(42)) goto parse_bias_filler; - break; - } - - // optional .caffe.FillerParameter bias_filler = 5; - case 5: { - if (tag == 42) { - parse_bias_filler: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_bias_filler())); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.EmbedParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.EmbedParameter) - return false; -#undef DO_ -} - -void EmbedParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.EmbedParameter) - // optional uint32 num_output = 1; - if (has_num_output()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(1, this->num_output(), output); - } - - // optional uint32 input_dim = 2; - if (has_input_dim()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(2, this->input_dim(), output); - } - - // optional bool bias_term = 3 [default = true]; - if (has_bias_term()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(3, this->bias_term(), output); - } - - // optional .caffe.FillerParameter weight_filler = 4; - if (has_weight_filler()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 4, *this->weight_filler_, output); - } - - // optional .caffe.FillerParameter bias_filler = 5; - if (has_bias_filler()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 5, *this->bias_filler_, output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.EmbedParameter) -} - -::google::protobuf::uint8* EmbedParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.EmbedParameter) - // optional uint32 num_output = 1; - if (has_num_output()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(1, this->num_output(), target); - } - - // optional uint32 input_dim = 2; - if (has_input_dim()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(2, this->input_dim(), target); - } - - // optional bool bias_term = 3 [default = true]; - if (has_bias_term()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(3, this->bias_term(), target); - } - - // optional .caffe.FillerParameter weight_filler = 4; - if (has_weight_filler()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 4, *this->weight_filler_, false, target); - } - - // optional .caffe.FillerParameter bias_filler = 5; - if (has_bias_filler()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 5, *this->bias_filler_, false, target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.EmbedParameter) - return target; -} - -size_t EmbedParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.EmbedParameter) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 31u) { - // optional uint32 num_output = 1; - if (has_num_output()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->num_output()); - } - - // optional uint32 input_dim = 2; - if (has_input_dim()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->input_dim()); - } - - // optional bool bias_term = 3 [default = true]; - if (has_bias_term()) { - total_size += 1 + 1; - } - - // optional .caffe.FillerParameter weight_filler = 4; - if (has_weight_filler()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->weight_filler_); - } - - // optional .caffe.FillerParameter bias_filler = 5; - if (has_bias_filler()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->bias_filler_); - } - - } - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void EmbedParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.EmbedParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const EmbedParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.EmbedParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.EmbedParameter) - UnsafeMergeFrom(*source); - } -} - -void EmbedParameter::MergeFrom(const EmbedParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.EmbedParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void EmbedParameter::UnsafeMergeFrom(const EmbedParameter& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_num_output()) { - set_num_output(from.num_output()); - } - if (from.has_input_dim()) { - set_input_dim(from.input_dim()); - } - if (from.has_bias_term()) { - set_bias_term(from.bias_term()); - } - if (from.has_weight_filler()) { - mutable_weight_filler()->::caffe::FillerParameter::MergeFrom(from.weight_filler()); - } - if (from.has_bias_filler()) { - mutable_bias_filler()->::caffe::FillerParameter::MergeFrom(from.bias_filler()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void EmbedParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.EmbedParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void EmbedParameter::CopyFrom(const EmbedParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.EmbedParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool EmbedParameter::IsInitialized() const { - - return true; -} - -void EmbedParameter::Swap(EmbedParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void EmbedParameter::InternalSwap(EmbedParameter* other) { - std::swap(num_output_, other->num_output_); - std::swap(input_dim_, other->input_dim_); - std::swap(bias_term_, other->bias_term_); - std::swap(weight_filler_, other->weight_filler_); - std::swap(bias_filler_, other->bias_filler_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata EmbedParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = EmbedParameter_descriptor_; - metadata.reflection = EmbedParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// EmbedParameter - -// optional uint32 num_output = 1; -bool EmbedParameter::has_num_output() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void EmbedParameter::set_has_num_output() { - _has_bits_[0] |= 0x00000001u; -} -void EmbedParameter::clear_has_num_output() { - _has_bits_[0] &= ~0x00000001u; -} -void EmbedParameter::clear_num_output() { - num_output_ = 0u; - clear_has_num_output(); -} -::google::protobuf::uint32 EmbedParameter::num_output() const { - // @@protoc_insertion_point(field_get:caffe.EmbedParameter.num_output) - return num_output_; -} -void EmbedParameter::set_num_output(::google::protobuf::uint32 value) { - set_has_num_output(); - num_output_ = value; - // @@protoc_insertion_point(field_set:caffe.EmbedParameter.num_output) -} - -// optional uint32 input_dim = 2; -bool EmbedParameter::has_input_dim() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void EmbedParameter::set_has_input_dim() { - _has_bits_[0] |= 0x00000002u; -} -void EmbedParameter::clear_has_input_dim() { - _has_bits_[0] &= ~0x00000002u; -} -void EmbedParameter::clear_input_dim() { - input_dim_ = 0u; - clear_has_input_dim(); -} -::google::protobuf::uint32 EmbedParameter::input_dim() const { - // @@protoc_insertion_point(field_get:caffe.EmbedParameter.input_dim) - return input_dim_; -} -void EmbedParameter::set_input_dim(::google::protobuf::uint32 value) { - set_has_input_dim(); - input_dim_ = value; - // @@protoc_insertion_point(field_set:caffe.EmbedParameter.input_dim) -} - -// optional bool bias_term = 3 [default = true]; -bool EmbedParameter::has_bias_term() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -void EmbedParameter::set_has_bias_term() { - _has_bits_[0] |= 0x00000004u; -} -void EmbedParameter::clear_has_bias_term() { - _has_bits_[0] &= ~0x00000004u; -} -void EmbedParameter::clear_bias_term() { - bias_term_ = true; - clear_has_bias_term(); -} -bool EmbedParameter::bias_term() const { - // @@protoc_insertion_point(field_get:caffe.EmbedParameter.bias_term) - return bias_term_; -} -void EmbedParameter::set_bias_term(bool value) { - set_has_bias_term(); - bias_term_ = value; - // @@protoc_insertion_point(field_set:caffe.EmbedParameter.bias_term) -} - -// optional .caffe.FillerParameter weight_filler = 4; -bool EmbedParameter::has_weight_filler() const { - return (_has_bits_[0] & 0x00000008u) != 0; -} -void EmbedParameter::set_has_weight_filler() { - _has_bits_[0] |= 0x00000008u; -} -void EmbedParameter::clear_has_weight_filler() { - _has_bits_[0] &= ~0x00000008u; -} -void EmbedParameter::clear_weight_filler() { - if (weight_filler_ != NULL) weight_filler_->::caffe::FillerParameter::Clear(); - clear_has_weight_filler(); -} -const ::caffe::FillerParameter& EmbedParameter::weight_filler() const { - // @@protoc_insertion_point(field_get:caffe.EmbedParameter.weight_filler) - return weight_filler_ != NULL ? *weight_filler_ - : *::caffe::FillerParameter::internal_default_instance(); -} -::caffe::FillerParameter* EmbedParameter::mutable_weight_filler() { - set_has_weight_filler(); - if (weight_filler_ == NULL) { - weight_filler_ = new ::caffe::FillerParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.EmbedParameter.weight_filler) - return weight_filler_; -} -::caffe::FillerParameter* EmbedParameter::release_weight_filler() { - // @@protoc_insertion_point(field_release:caffe.EmbedParameter.weight_filler) - clear_has_weight_filler(); - ::caffe::FillerParameter* temp = weight_filler_; - weight_filler_ = NULL; - return temp; -} -void EmbedParameter::set_allocated_weight_filler(::caffe::FillerParameter* weight_filler) { - delete weight_filler_; - weight_filler_ = weight_filler; - if (weight_filler) { - set_has_weight_filler(); - } else { - clear_has_weight_filler(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.EmbedParameter.weight_filler) -} - -// optional .caffe.FillerParameter bias_filler = 5; -bool EmbedParameter::has_bias_filler() const { - return (_has_bits_[0] & 0x00000010u) != 0; -} -void EmbedParameter::set_has_bias_filler() { - _has_bits_[0] |= 0x00000010u; -} -void EmbedParameter::clear_has_bias_filler() { - _has_bits_[0] &= ~0x00000010u; -} -void EmbedParameter::clear_bias_filler() { - if (bias_filler_ != NULL) bias_filler_->::caffe::FillerParameter::Clear(); - clear_has_bias_filler(); -} -const ::caffe::FillerParameter& EmbedParameter::bias_filler() const { - // @@protoc_insertion_point(field_get:caffe.EmbedParameter.bias_filler) - return bias_filler_ != NULL ? *bias_filler_ - : *::caffe::FillerParameter::internal_default_instance(); -} -::caffe::FillerParameter* EmbedParameter::mutable_bias_filler() { - set_has_bias_filler(); - if (bias_filler_ == NULL) { - bias_filler_ = new ::caffe::FillerParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.EmbedParameter.bias_filler) - return bias_filler_; -} -::caffe::FillerParameter* EmbedParameter::release_bias_filler() { - // @@protoc_insertion_point(field_release:caffe.EmbedParameter.bias_filler) - clear_has_bias_filler(); - ::caffe::FillerParameter* temp = bias_filler_; - bias_filler_ = NULL; - return temp; -} -void EmbedParameter::set_allocated_bias_filler(::caffe::FillerParameter* bias_filler) { - delete bias_filler_; - bias_filler_ = bias_filler; - if (bias_filler) { - set_has_bias_filler(); - } else { - clear_has_bias_filler(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.EmbedParameter.bias_filler) -} - -inline const EmbedParameter* EmbedParameter::internal_default_instance() { - return &EmbedParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int ExpParameter::kBaseFieldNumber; -const int ExpParameter::kScaleFieldNumber; -const int ExpParameter::kShiftFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -ExpParameter::ExpParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.ExpParameter) -} - -void ExpParameter::InitAsDefaultInstance() { -} - -ExpParameter::ExpParameter(const ExpParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.ExpParameter) -} - -void ExpParameter::SharedCtor() { - _cached_size_ = 0; - shift_ = 0; - base_ = -1; - scale_ = 1; -} - -ExpParameter::~ExpParameter() { - // @@protoc_insertion_point(destructor:caffe.ExpParameter) - SharedDtor(); -} - -void ExpParameter::SharedDtor() { -} - -void ExpParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* ExpParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return ExpParameter_descriptor_; -} - -const ExpParameter& ExpParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed ExpParameter_default_instance_; - -ExpParameter* ExpParameter::New(::google::protobuf::Arena* arena) const { - ExpParameter* n = new ExpParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void ExpParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.ExpParameter) - if (_has_bits_[0 / 32] & 7u) { - base_ = -1; - scale_ = 1; - shift_ = 0; - } - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool ExpParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.ExpParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional float base = 1 [default = -1]; - case 1: { - if (tag == 13) { - set_has_base(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &base_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(21)) goto parse_scale; - break; - } - - // optional float scale = 2 [default = 1]; - case 2: { - if (tag == 21) { - parse_scale: - set_has_scale(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &scale_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(29)) goto parse_shift; - break; - } - - // optional float shift = 3 [default = 0]; - case 3: { - if (tag == 29) { - parse_shift: - set_has_shift(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &shift_))); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.ExpParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.ExpParameter) - return false; -#undef DO_ -} - -void ExpParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.ExpParameter) - // optional float base = 1 [default = -1]; - if (has_base()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(1, this->base(), output); - } - - // optional float scale = 2 [default = 1]; - if (has_scale()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(2, this->scale(), output); - } - - // optional float shift = 3 [default = 0]; - if (has_shift()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(3, this->shift(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.ExpParameter) -} - -::google::protobuf::uint8* ExpParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.ExpParameter) - // optional float base = 1 [default = -1]; - if (has_base()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(1, this->base(), target); - } - - // optional float scale = 2 [default = 1]; - if (has_scale()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(2, this->scale(), target); - } - - // optional float shift = 3 [default = 0]; - if (has_shift()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(3, this->shift(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.ExpParameter) - return target; -} - -size_t ExpParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.ExpParameter) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 7u) { - // optional float base = 1 [default = -1]; - if (has_base()) { - total_size += 1 + 4; - } - - // optional float scale = 2 [default = 1]; - if (has_scale()) { - total_size += 1 + 4; - } - - // optional float shift = 3 [default = 0]; - if (has_shift()) { - total_size += 1 + 4; - } - - } - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void ExpParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.ExpParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const ExpParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.ExpParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.ExpParameter) - UnsafeMergeFrom(*source); - } -} - -void ExpParameter::MergeFrom(const ExpParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.ExpParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void ExpParameter::UnsafeMergeFrom(const ExpParameter& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_base()) { - set_base(from.base()); - } - if (from.has_scale()) { - set_scale(from.scale()); - } - if (from.has_shift()) { - set_shift(from.shift()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void ExpParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.ExpParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void ExpParameter::CopyFrom(const ExpParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.ExpParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool ExpParameter::IsInitialized() const { - - return true; -} - -void ExpParameter::Swap(ExpParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void ExpParameter::InternalSwap(ExpParameter* other) { - std::swap(base_, other->base_); - std::swap(scale_, other->scale_); - std::swap(shift_, other->shift_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata ExpParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = ExpParameter_descriptor_; - metadata.reflection = ExpParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// ExpParameter - -// optional float base = 1 [default = -1]; -bool ExpParameter::has_base() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void ExpParameter::set_has_base() { - _has_bits_[0] |= 0x00000001u; -} -void ExpParameter::clear_has_base() { - _has_bits_[0] &= ~0x00000001u; -} -void ExpParameter::clear_base() { - base_ = -1; - clear_has_base(); -} -float ExpParameter::base() const { - // @@protoc_insertion_point(field_get:caffe.ExpParameter.base) - return base_; -} -void ExpParameter::set_base(float value) { - set_has_base(); - base_ = value; - // @@protoc_insertion_point(field_set:caffe.ExpParameter.base) -} - -// optional float scale = 2 [default = 1]; -bool ExpParameter::has_scale() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void ExpParameter::set_has_scale() { - _has_bits_[0] |= 0x00000002u; -} -void ExpParameter::clear_has_scale() { - _has_bits_[0] &= ~0x00000002u; -} -void ExpParameter::clear_scale() { - scale_ = 1; - clear_has_scale(); -} -float ExpParameter::scale() const { - // @@protoc_insertion_point(field_get:caffe.ExpParameter.scale) - return scale_; -} -void ExpParameter::set_scale(float value) { - set_has_scale(); - scale_ = value; - // @@protoc_insertion_point(field_set:caffe.ExpParameter.scale) -} - -// optional float shift = 3 [default = 0]; -bool ExpParameter::has_shift() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -void ExpParameter::set_has_shift() { - _has_bits_[0] |= 0x00000004u; -} -void ExpParameter::clear_has_shift() { - _has_bits_[0] &= ~0x00000004u; -} -void ExpParameter::clear_shift() { - shift_ = 0; - clear_has_shift(); -} -float ExpParameter::shift() const { - // @@protoc_insertion_point(field_get:caffe.ExpParameter.shift) - return shift_; -} -void ExpParameter::set_shift(float value) { - set_has_shift(); - shift_ = value; - // @@protoc_insertion_point(field_set:caffe.ExpParameter.shift) -} - -inline const ExpParameter* ExpParameter::internal_default_instance() { - return &ExpParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int FlattenParameter::kAxisFieldNumber; -const int FlattenParameter::kEndAxisFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -FlattenParameter::FlattenParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.FlattenParameter) -} - -void FlattenParameter::InitAsDefaultInstance() { -} - -FlattenParameter::FlattenParameter(const FlattenParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.FlattenParameter) -} - -void FlattenParameter::SharedCtor() { - _cached_size_ = 0; - axis_ = 1; - end_axis_ = -1; -} - -FlattenParameter::~FlattenParameter() { - // @@protoc_insertion_point(destructor:caffe.FlattenParameter) - SharedDtor(); -} - -void FlattenParameter::SharedDtor() { -} - -void FlattenParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* FlattenParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return FlattenParameter_descriptor_; -} - -const FlattenParameter& FlattenParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed FlattenParameter_default_instance_; - -FlattenParameter* FlattenParameter::New(::google::protobuf::Arena* arena) const { - FlattenParameter* n = new FlattenParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void FlattenParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.FlattenParameter) - if (_has_bits_[0 / 32] & 3u) { - axis_ = 1; - end_axis_ = -1; - } - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool FlattenParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.FlattenParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional int32 axis = 1 [default = 1]; - case 1: { - if (tag == 8) { - set_has_axis(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &axis_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(16)) goto parse_end_axis; - break; - } - - // optional int32 end_axis = 2 [default = -1]; - case 2: { - if (tag == 16) { - parse_end_axis: - set_has_end_axis(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &end_axis_))); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.FlattenParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.FlattenParameter) - return false; -#undef DO_ -} - -void FlattenParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.FlattenParameter) - // optional int32 axis = 1 [default = 1]; - if (has_axis()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(1, this->axis(), output); - } - - // optional int32 end_axis = 2 [default = -1]; - if (has_end_axis()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(2, this->end_axis(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.FlattenParameter) -} - -::google::protobuf::uint8* FlattenParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.FlattenParameter) - // optional int32 axis = 1 [default = 1]; - if (has_axis()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(1, this->axis(), target); - } - - // optional int32 end_axis = 2 [default = -1]; - if (has_end_axis()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(2, this->end_axis(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.FlattenParameter) - return target; -} - -size_t FlattenParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.FlattenParameter) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 3u) { - // optional int32 axis = 1 [default = 1]; - if (has_axis()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->axis()); - } - - // optional int32 end_axis = 2 [default = -1]; - if (has_end_axis()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->end_axis()); - } - - } - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void FlattenParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.FlattenParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const FlattenParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.FlattenParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.FlattenParameter) - UnsafeMergeFrom(*source); - } -} - -void FlattenParameter::MergeFrom(const FlattenParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.FlattenParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void FlattenParameter::UnsafeMergeFrom(const FlattenParameter& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_axis()) { - set_axis(from.axis()); - } - if (from.has_end_axis()) { - set_end_axis(from.end_axis()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void FlattenParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.FlattenParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void FlattenParameter::CopyFrom(const FlattenParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.FlattenParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool FlattenParameter::IsInitialized() const { - - return true; -} - -void FlattenParameter::Swap(FlattenParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void FlattenParameter::InternalSwap(FlattenParameter* other) { - std::swap(axis_, other->axis_); - std::swap(end_axis_, other->end_axis_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata FlattenParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = FlattenParameter_descriptor_; - metadata.reflection = FlattenParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// FlattenParameter - -// optional int32 axis = 1 [default = 1]; -bool FlattenParameter::has_axis() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void FlattenParameter::set_has_axis() { - _has_bits_[0] |= 0x00000001u; -} -void FlattenParameter::clear_has_axis() { - _has_bits_[0] &= ~0x00000001u; -} -void FlattenParameter::clear_axis() { - axis_ = 1; - clear_has_axis(); -} -::google::protobuf::int32 FlattenParameter::axis() const { - // @@protoc_insertion_point(field_get:caffe.FlattenParameter.axis) - return axis_; -} -void FlattenParameter::set_axis(::google::protobuf::int32 value) { - set_has_axis(); - axis_ = value; - // @@protoc_insertion_point(field_set:caffe.FlattenParameter.axis) -} - -// optional int32 end_axis = 2 [default = -1]; -bool FlattenParameter::has_end_axis() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void FlattenParameter::set_has_end_axis() { - _has_bits_[0] |= 0x00000002u; -} -void FlattenParameter::clear_has_end_axis() { - _has_bits_[0] &= ~0x00000002u; -} -void FlattenParameter::clear_end_axis() { - end_axis_ = -1; - clear_has_end_axis(); -} -::google::protobuf::int32 FlattenParameter::end_axis() const { - // @@protoc_insertion_point(field_get:caffe.FlattenParameter.end_axis) - return end_axis_; -} -void FlattenParameter::set_end_axis(::google::protobuf::int32 value) { - set_has_end_axis(); - end_axis_ = value; - // @@protoc_insertion_point(field_set:caffe.FlattenParameter.end_axis) -} - -inline const FlattenParameter* FlattenParameter::internal_default_instance() { - return &FlattenParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int HDF5DataParameter::kSourceFieldNumber; -const int HDF5DataParameter::kBatchSizeFieldNumber; -const int HDF5DataParameter::kShuffleFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -HDF5DataParameter::HDF5DataParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.HDF5DataParameter) -} - -void HDF5DataParameter::InitAsDefaultInstance() { -} - -HDF5DataParameter::HDF5DataParameter(const HDF5DataParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.HDF5DataParameter) -} - -void HDF5DataParameter::SharedCtor() { - _cached_size_ = 0; - source_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - ::memset(&batch_size_, 0, reinterpret_cast(&shuffle_) - - reinterpret_cast(&batch_size_) + sizeof(shuffle_)); -} - -HDF5DataParameter::~HDF5DataParameter() { - // @@protoc_insertion_point(destructor:caffe.HDF5DataParameter) - SharedDtor(); -} - -void HDF5DataParameter::SharedDtor() { - source_.DestroyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} - -void HDF5DataParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* HDF5DataParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return HDF5DataParameter_descriptor_; -} - -const HDF5DataParameter& HDF5DataParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed HDF5DataParameter_default_instance_; - -HDF5DataParameter* HDF5DataParameter::New(::google::protobuf::Arena* arena) const { - HDF5DataParameter* n = new HDF5DataParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void HDF5DataParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.HDF5DataParameter) -#if defined(__clang__) -#define ZR_HELPER_(f) \ - _Pragma("clang diagnostic push") \ - _Pragma("clang diagnostic ignored \"-Winvalid-offsetof\"") \ - __builtin_offsetof(HDF5DataParameter, f) \ - _Pragma("clang diagnostic pop") -#else -#define ZR_HELPER_(f) reinterpret_cast(\ - &reinterpret_cast(16)->f) -#endif - -#define ZR_(first, last) do {\ - ::memset(&(first), 0,\ - ZR_HELPER_(last) - ZR_HELPER_(first) + sizeof(last));\ -} while (0) - - if (_has_bits_[0 / 32] & 7u) { - ZR_(batch_size_, shuffle_); - if (has_source()) { - source_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - } - -#undef ZR_HELPER_ -#undef ZR_ - - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool HDF5DataParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.HDF5DataParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional string source = 1; - case 1: { - if (tag == 10) { - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_source())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->source().data(), this->source().length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.HDF5DataParameter.source"); - } else { - goto handle_unusual; - } - if (input->ExpectTag(16)) goto parse_batch_size; - break; - } - - // optional uint32 batch_size = 2; - case 2: { - if (tag == 16) { - parse_batch_size: - set_has_batch_size(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &batch_size_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(24)) goto parse_shuffle; - break; - } - - // optional bool shuffle = 3 [default = false]; - case 3: { - if (tag == 24) { - parse_shuffle: - set_has_shuffle(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &shuffle_))); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.HDF5DataParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.HDF5DataParameter) - return false; -#undef DO_ -} - -void HDF5DataParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.HDF5DataParameter) - // optional string source = 1; - if (has_source()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->source().data(), this->source().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.HDF5DataParameter.source"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 1, this->source(), output); - } - - // optional uint32 batch_size = 2; - if (has_batch_size()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(2, this->batch_size(), output); - } - - // optional bool shuffle = 3 [default = false]; - if (has_shuffle()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(3, this->shuffle(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.HDF5DataParameter) -} - -::google::protobuf::uint8* HDF5DataParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.HDF5DataParameter) - // optional string source = 1; - if (has_source()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->source().data(), this->source().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.HDF5DataParameter.source"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 1, this->source(), target); - } - - // optional uint32 batch_size = 2; - if (has_batch_size()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(2, this->batch_size(), target); - } - - // optional bool shuffle = 3 [default = false]; - if (has_shuffle()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(3, this->shuffle(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.HDF5DataParameter) - return target; -} - -size_t HDF5DataParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.HDF5DataParameter) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 7u) { - // optional string source = 1; - if (has_source()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->source()); - } - - // optional uint32 batch_size = 2; - if (has_batch_size()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->batch_size()); - } - - // optional bool shuffle = 3 [default = false]; - if (has_shuffle()) { - total_size += 1 + 1; - } - - } - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void HDF5DataParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.HDF5DataParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const HDF5DataParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.HDF5DataParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.HDF5DataParameter) - UnsafeMergeFrom(*source); - } -} - -void HDF5DataParameter::MergeFrom(const HDF5DataParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.HDF5DataParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void HDF5DataParameter::UnsafeMergeFrom(const HDF5DataParameter& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_source()) { - set_has_source(); - source_.AssignWithDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), from.source_); - } - if (from.has_batch_size()) { - set_batch_size(from.batch_size()); - } - if (from.has_shuffle()) { - set_shuffle(from.shuffle()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void HDF5DataParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.HDF5DataParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void HDF5DataParameter::CopyFrom(const HDF5DataParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.HDF5DataParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool HDF5DataParameter::IsInitialized() const { - - return true; -} - -void HDF5DataParameter::Swap(HDF5DataParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void HDF5DataParameter::InternalSwap(HDF5DataParameter* other) { - source_.Swap(&other->source_); - std::swap(batch_size_, other->batch_size_); - std::swap(shuffle_, other->shuffle_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata HDF5DataParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = HDF5DataParameter_descriptor_; - metadata.reflection = HDF5DataParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// HDF5DataParameter - -// optional string source = 1; -bool HDF5DataParameter::has_source() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void HDF5DataParameter::set_has_source() { - _has_bits_[0] |= 0x00000001u; -} -void HDF5DataParameter::clear_has_source() { - _has_bits_[0] &= ~0x00000001u; -} -void HDF5DataParameter::clear_source() { - source_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_source(); -} -const ::std::string& HDF5DataParameter::source() const { - // @@protoc_insertion_point(field_get:caffe.HDF5DataParameter.source) - return source_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void HDF5DataParameter::set_source(const ::std::string& value) { - set_has_source(); - source_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.HDF5DataParameter.source) -} -void HDF5DataParameter::set_source(const char* value) { - set_has_source(); - source_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.HDF5DataParameter.source) -} -void HDF5DataParameter::set_source(const char* value, size_t size) { - set_has_source(); - source_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.HDF5DataParameter.source) -} -::std::string* HDF5DataParameter::mutable_source() { - set_has_source(); - // @@protoc_insertion_point(field_mutable:caffe.HDF5DataParameter.source) - return source_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -::std::string* HDF5DataParameter::release_source() { - // @@protoc_insertion_point(field_release:caffe.HDF5DataParameter.source) - clear_has_source(); - return source_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void HDF5DataParameter::set_allocated_source(::std::string* source) { - if (source != NULL) { - set_has_source(); - } else { - clear_has_source(); - } - source_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), source); - // @@protoc_insertion_point(field_set_allocated:caffe.HDF5DataParameter.source) -} - -// optional uint32 batch_size = 2; -bool HDF5DataParameter::has_batch_size() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void HDF5DataParameter::set_has_batch_size() { - _has_bits_[0] |= 0x00000002u; -} -void HDF5DataParameter::clear_has_batch_size() { - _has_bits_[0] &= ~0x00000002u; -} -void HDF5DataParameter::clear_batch_size() { - batch_size_ = 0u; - clear_has_batch_size(); -} -::google::protobuf::uint32 HDF5DataParameter::batch_size() const { - // @@protoc_insertion_point(field_get:caffe.HDF5DataParameter.batch_size) - return batch_size_; -} -void HDF5DataParameter::set_batch_size(::google::protobuf::uint32 value) { - set_has_batch_size(); - batch_size_ = value; - // @@protoc_insertion_point(field_set:caffe.HDF5DataParameter.batch_size) -} - -// optional bool shuffle = 3 [default = false]; -bool HDF5DataParameter::has_shuffle() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -void HDF5DataParameter::set_has_shuffle() { - _has_bits_[0] |= 0x00000004u; -} -void HDF5DataParameter::clear_has_shuffle() { - _has_bits_[0] &= ~0x00000004u; -} -void HDF5DataParameter::clear_shuffle() { - shuffle_ = false; - clear_has_shuffle(); -} -bool HDF5DataParameter::shuffle() const { - // @@protoc_insertion_point(field_get:caffe.HDF5DataParameter.shuffle) - return shuffle_; -} -void HDF5DataParameter::set_shuffle(bool value) { - set_has_shuffle(); - shuffle_ = value; - // @@protoc_insertion_point(field_set:caffe.HDF5DataParameter.shuffle) -} - -inline const HDF5DataParameter* HDF5DataParameter::internal_default_instance() { - return &HDF5DataParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int HDF5OutputParameter::kFileNameFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -HDF5OutputParameter::HDF5OutputParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.HDF5OutputParameter) -} - -void HDF5OutputParameter::InitAsDefaultInstance() { -} - -HDF5OutputParameter::HDF5OutputParameter(const HDF5OutputParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.HDF5OutputParameter) -} - -void HDF5OutputParameter::SharedCtor() { - _cached_size_ = 0; - file_name_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} - -HDF5OutputParameter::~HDF5OutputParameter() { - // @@protoc_insertion_point(destructor:caffe.HDF5OutputParameter) - SharedDtor(); -} - -void HDF5OutputParameter::SharedDtor() { - file_name_.DestroyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} - -void HDF5OutputParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* HDF5OutputParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return HDF5OutputParameter_descriptor_; -} - -const HDF5OutputParameter& HDF5OutputParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed HDF5OutputParameter_default_instance_; - -HDF5OutputParameter* HDF5OutputParameter::New(::google::protobuf::Arena* arena) const { - HDF5OutputParameter* n = new HDF5OutputParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void HDF5OutputParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.HDF5OutputParameter) - if (has_file_name()) { - file_name_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool HDF5OutputParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.HDF5OutputParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional string file_name = 1; - case 1: { - if (tag == 10) { - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_file_name())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->file_name().data(), this->file_name().length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.HDF5OutputParameter.file_name"); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.HDF5OutputParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.HDF5OutputParameter) - return false; -#undef DO_ -} - -void HDF5OutputParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.HDF5OutputParameter) - // optional string file_name = 1; - if (has_file_name()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->file_name().data(), this->file_name().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.HDF5OutputParameter.file_name"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 1, this->file_name(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.HDF5OutputParameter) -} - -::google::protobuf::uint8* HDF5OutputParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.HDF5OutputParameter) - // optional string file_name = 1; - if (has_file_name()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->file_name().data(), this->file_name().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.HDF5OutputParameter.file_name"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 1, this->file_name(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.HDF5OutputParameter) - return target; -} - -size_t HDF5OutputParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.HDF5OutputParameter) - size_t total_size = 0; - - // optional string file_name = 1; - if (has_file_name()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->file_name()); - } - - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void HDF5OutputParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.HDF5OutputParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const HDF5OutputParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.HDF5OutputParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.HDF5OutputParameter) - UnsafeMergeFrom(*source); - } -} - -void HDF5OutputParameter::MergeFrom(const HDF5OutputParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.HDF5OutputParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void HDF5OutputParameter::UnsafeMergeFrom(const HDF5OutputParameter& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_file_name()) { - set_has_file_name(); - file_name_.AssignWithDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), from.file_name_); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void HDF5OutputParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.HDF5OutputParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void HDF5OutputParameter::CopyFrom(const HDF5OutputParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.HDF5OutputParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool HDF5OutputParameter::IsInitialized() const { - - return true; -} - -void HDF5OutputParameter::Swap(HDF5OutputParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void HDF5OutputParameter::InternalSwap(HDF5OutputParameter* other) { - file_name_.Swap(&other->file_name_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata HDF5OutputParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = HDF5OutputParameter_descriptor_; - metadata.reflection = HDF5OutputParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// HDF5OutputParameter - -// optional string file_name = 1; -bool HDF5OutputParameter::has_file_name() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void HDF5OutputParameter::set_has_file_name() { - _has_bits_[0] |= 0x00000001u; -} -void HDF5OutputParameter::clear_has_file_name() { - _has_bits_[0] &= ~0x00000001u; -} -void HDF5OutputParameter::clear_file_name() { - file_name_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_file_name(); -} -const ::std::string& HDF5OutputParameter::file_name() const { - // @@protoc_insertion_point(field_get:caffe.HDF5OutputParameter.file_name) - return file_name_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void HDF5OutputParameter::set_file_name(const ::std::string& value) { - set_has_file_name(); - file_name_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.HDF5OutputParameter.file_name) -} -void HDF5OutputParameter::set_file_name(const char* value) { - set_has_file_name(); - file_name_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.HDF5OutputParameter.file_name) -} -void HDF5OutputParameter::set_file_name(const char* value, size_t size) { - set_has_file_name(); - file_name_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.HDF5OutputParameter.file_name) -} -::std::string* HDF5OutputParameter::mutable_file_name() { - set_has_file_name(); - // @@protoc_insertion_point(field_mutable:caffe.HDF5OutputParameter.file_name) - return file_name_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -::std::string* HDF5OutputParameter::release_file_name() { - // @@protoc_insertion_point(field_release:caffe.HDF5OutputParameter.file_name) - clear_has_file_name(); - return file_name_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void HDF5OutputParameter::set_allocated_file_name(::std::string* file_name) { - if (file_name != NULL) { - set_has_file_name(); - } else { - clear_has_file_name(); - } - file_name_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), file_name); - // @@protoc_insertion_point(field_set_allocated:caffe.HDF5OutputParameter.file_name) -} - -inline const HDF5OutputParameter* HDF5OutputParameter::internal_default_instance() { - return &HDF5OutputParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -const ::google::protobuf::EnumDescriptor* HingeLossParameter_Norm_descriptor() { - protobuf_AssignDescriptorsOnce(); - return HingeLossParameter_Norm_descriptor_; -} -bool HingeLossParameter_Norm_IsValid(int value) { - switch (value) { - case 1: - case 2: - return true; - default: - return false; - } -} - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const HingeLossParameter_Norm HingeLossParameter::L1; -const HingeLossParameter_Norm HingeLossParameter::L2; -const HingeLossParameter_Norm HingeLossParameter::Norm_MIN; -const HingeLossParameter_Norm HingeLossParameter::Norm_MAX; -const int HingeLossParameter::Norm_ARRAYSIZE; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int HingeLossParameter::kNormFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -HingeLossParameter::HingeLossParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.HingeLossParameter) -} - -void HingeLossParameter::InitAsDefaultInstance() { -} - -HingeLossParameter::HingeLossParameter(const HingeLossParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.HingeLossParameter) -} - -void HingeLossParameter::SharedCtor() { - _cached_size_ = 0; - norm_ = 1; -} - -HingeLossParameter::~HingeLossParameter() { - // @@protoc_insertion_point(destructor:caffe.HingeLossParameter) - SharedDtor(); -} - -void HingeLossParameter::SharedDtor() { -} - -void HingeLossParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* HingeLossParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return HingeLossParameter_descriptor_; -} - -const HingeLossParameter& HingeLossParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed HingeLossParameter_default_instance_; - -HingeLossParameter* HingeLossParameter::New(::google::protobuf::Arena* arena) const { - HingeLossParameter* n = new HingeLossParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void HingeLossParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.HingeLossParameter) - norm_ = 1; - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool HingeLossParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.HingeLossParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional .caffe.HingeLossParameter.Norm norm = 1 [default = L1]; - case 1: { - if (tag == 8) { - int value; - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - int, ::google::protobuf::internal::WireFormatLite::TYPE_ENUM>( - input, &value))); - if (::caffe::HingeLossParameter_Norm_IsValid(value)) { - set_norm(static_cast< ::caffe::HingeLossParameter_Norm >(value)); - } else { - mutable_unknown_fields()->AddVarint(1, value); - } - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.HingeLossParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.HingeLossParameter) - return false; -#undef DO_ -} - -void HingeLossParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.HingeLossParameter) - // optional .caffe.HingeLossParameter.Norm norm = 1 [default = L1]; - if (has_norm()) { - ::google::protobuf::internal::WireFormatLite::WriteEnum( - 1, this->norm(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.HingeLossParameter) -} - -::google::protobuf::uint8* HingeLossParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.HingeLossParameter) - // optional .caffe.HingeLossParameter.Norm norm = 1 [default = L1]; - if (has_norm()) { - target = ::google::protobuf::internal::WireFormatLite::WriteEnumToArray( - 1, this->norm(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.HingeLossParameter) - return target; -} - -size_t HingeLossParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.HingeLossParameter) - size_t total_size = 0; - - // optional .caffe.HingeLossParameter.Norm norm = 1 [default = L1]; - if (has_norm()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::EnumSize(this->norm()); - } - - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void HingeLossParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.HingeLossParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const HingeLossParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.HingeLossParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.HingeLossParameter) - UnsafeMergeFrom(*source); - } -} - -void HingeLossParameter::MergeFrom(const HingeLossParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.HingeLossParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void HingeLossParameter::UnsafeMergeFrom(const HingeLossParameter& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_norm()) { - set_norm(from.norm()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void HingeLossParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.HingeLossParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void HingeLossParameter::CopyFrom(const HingeLossParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.HingeLossParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool HingeLossParameter::IsInitialized() const { - - return true; -} - -void HingeLossParameter::Swap(HingeLossParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void HingeLossParameter::InternalSwap(HingeLossParameter* other) { - std::swap(norm_, other->norm_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata HingeLossParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = HingeLossParameter_descriptor_; - metadata.reflection = HingeLossParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// HingeLossParameter - -// optional .caffe.HingeLossParameter.Norm norm = 1 [default = L1]; -bool HingeLossParameter::has_norm() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void HingeLossParameter::set_has_norm() { - _has_bits_[0] |= 0x00000001u; -} -void HingeLossParameter::clear_has_norm() { - _has_bits_[0] &= ~0x00000001u; -} -void HingeLossParameter::clear_norm() { - norm_ = 1; - clear_has_norm(); -} -::caffe::HingeLossParameter_Norm HingeLossParameter::norm() const { - // @@protoc_insertion_point(field_get:caffe.HingeLossParameter.norm) - return static_cast< ::caffe::HingeLossParameter_Norm >(norm_); -} -void HingeLossParameter::set_norm(::caffe::HingeLossParameter_Norm value) { - assert(::caffe::HingeLossParameter_Norm_IsValid(value)); - set_has_norm(); - norm_ = value; - // @@protoc_insertion_point(field_set:caffe.HingeLossParameter.norm) -} - -inline const HingeLossParameter* HingeLossParameter::internal_default_instance() { - return &HingeLossParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int ImageDataParameter::kSourceFieldNumber; -const int ImageDataParameter::kBatchSizeFieldNumber; -const int ImageDataParameter::kRandSkipFieldNumber; -const int ImageDataParameter::kShuffleFieldNumber; -const int ImageDataParameter::kNewHeightFieldNumber; -const int ImageDataParameter::kNewWidthFieldNumber; -const int ImageDataParameter::kIsColorFieldNumber; -const int ImageDataParameter::kScaleFieldNumber; -const int ImageDataParameter::kMeanFileFieldNumber; -const int ImageDataParameter::kCropSizeFieldNumber; -const int ImageDataParameter::kMirrorFieldNumber; -const int ImageDataParameter::kRootFolderFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -ImageDataParameter::ImageDataParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.ImageDataParameter) -} - -void ImageDataParameter::InitAsDefaultInstance() { -} - -ImageDataParameter::ImageDataParameter(const ImageDataParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.ImageDataParameter) -} - -void ImageDataParameter::SharedCtor() { - _cached_size_ = 0; - source_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - mean_file_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - root_folder_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - ::memset(&rand_skip_, 0, reinterpret_cast(&crop_size_) - - reinterpret_cast(&rand_skip_) + sizeof(crop_size_)); - scale_ = 1; - batch_size_ = 1u; - is_color_ = true; -} - -ImageDataParameter::~ImageDataParameter() { - // @@protoc_insertion_point(destructor:caffe.ImageDataParameter) - SharedDtor(); -} - -void ImageDataParameter::SharedDtor() { - source_.DestroyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - mean_file_.DestroyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - root_folder_.DestroyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} - -void ImageDataParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* ImageDataParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return ImageDataParameter_descriptor_; -} - -const ImageDataParameter& ImageDataParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed ImageDataParameter_default_instance_; - -ImageDataParameter* ImageDataParameter::New(::google::protobuf::Arena* arena) const { - ImageDataParameter* n = new ImageDataParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void ImageDataParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.ImageDataParameter) -#if defined(__clang__) -#define ZR_HELPER_(f) \ - _Pragma("clang diagnostic push") \ - _Pragma("clang diagnostic ignored \"-Winvalid-offsetof\"") \ - __builtin_offsetof(ImageDataParameter, f) \ - _Pragma("clang diagnostic pop") -#else -#define ZR_HELPER_(f) reinterpret_cast(\ - &reinterpret_cast(16)->f) -#endif - -#define ZR_(first, last) do {\ - ::memset(&(first), 0,\ - ZR_HELPER_(last) - ZR_HELPER_(first) + sizeof(last));\ -} while (0) - - if (_has_bits_[0 / 32] & 255u) { - ZR_(rand_skip_, shuffle_); - if (has_source()) { - source_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - batch_size_ = 1u; - is_color_ = true; - scale_ = 1; - } - if (_has_bits_[8 / 32] & 3840u) { - ZR_(mirror_, crop_size_); - if (has_mean_file()) { - mean_file_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - if (has_root_folder()) { - root_folder_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - } - -#undef ZR_HELPER_ -#undef ZR_ - - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool ImageDataParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.ImageDataParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional string source = 1; - case 1: { - if (tag == 10) { - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_source())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->source().data(), this->source().length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.ImageDataParameter.source"); - } else { - goto handle_unusual; - } - if (input->ExpectTag(21)) goto parse_scale; - break; - } - - // optional float scale = 2 [default = 1]; - case 2: { - if (tag == 21) { - parse_scale: - set_has_scale(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &scale_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(26)) goto parse_mean_file; - break; - } - - // optional string mean_file = 3; - case 3: { - if (tag == 26) { - parse_mean_file: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_mean_file())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->mean_file().data(), this->mean_file().length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.ImageDataParameter.mean_file"); - } else { - goto handle_unusual; - } - if (input->ExpectTag(32)) goto parse_batch_size; - break; - } - - // optional uint32 batch_size = 4 [default = 1]; - case 4: { - if (tag == 32) { - parse_batch_size: - set_has_batch_size(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &batch_size_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(40)) goto parse_crop_size; - break; - } - - // optional uint32 crop_size = 5 [default = 0]; - case 5: { - if (tag == 40) { - parse_crop_size: - set_has_crop_size(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &crop_size_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(48)) goto parse_mirror; - break; - } - - // optional bool mirror = 6 [default = false]; - case 6: { - if (tag == 48) { - parse_mirror: - set_has_mirror(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &mirror_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(56)) goto parse_rand_skip; - break; - } - - // optional uint32 rand_skip = 7 [default = 0]; - case 7: { - if (tag == 56) { - parse_rand_skip: - set_has_rand_skip(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &rand_skip_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(64)) goto parse_shuffle; - break; - } - - // optional bool shuffle = 8 [default = false]; - case 8: { - if (tag == 64) { - parse_shuffle: - set_has_shuffle(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &shuffle_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(72)) goto parse_new_height; - break; - } - - // optional uint32 new_height = 9 [default = 0]; - case 9: { - if (tag == 72) { - parse_new_height: - set_has_new_height(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &new_height_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(80)) goto parse_new_width; - break; - } - - // optional uint32 new_width = 10 [default = 0]; - case 10: { - if (tag == 80) { - parse_new_width: - set_has_new_width(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &new_width_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(88)) goto parse_is_color; - break; - } - - // optional bool is_color = 11 [default = true]; - case 11: { - if (tag == 88) { - parse_is_color: - set_has_is_color(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &is_color_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(98)) goto parse_root_folder; - break; - } - - // optional string root_folder = 12 [default = ""]; - case 12: { - if (tag == 98) { - parse_root_folder: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_root_folder())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->root_folder().data(), this->root_folder().length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.ImageDataParameter.root_folder"); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.ImageDataParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.ImageDataParameter) - return false; -#undef DO_ -} - -void ImageDataParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.ImageDataParameter) - // optional string source = 1; - if (has_source()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->source().data(), this->source().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.ImageDataParameter.source"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 1, this->source(), output); - } - - // optional float scale = 2 [default = 1]; - if (has_scale()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(2, this->scale(), output); - } - - // optional string mean_file = 3; - if (has_mean_file()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->mean_file().data(), this->mean_file().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.ImageDataParameter.mean_file"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 3, this->mean_file(), output); - } - - // optional uint32 batch_size = 4 [default = 1]; - if (has_batch_size()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(4, this->batch_size(), output); - } - - // optional uint32 crop_size = 5 [default = 0]; - if (has_crop_size()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(5, this->crop_size(), output); - } - - // optional bool mirror = 6 [default = false]; - if (has_mirror()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(6, this->mirror(), output); - } - - // optional uint32 rand_skip = 7 [default = 0]; - if (has_rand_skip()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(7, this->rand_skip(), output); - } - - // optional bool shuffle = 8 [default = false]; - if (has_shuffle()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(8, this->shuffle(), output); - } - - // optional uint32 new_height = 9 [default = 0]; - if (has_new_height()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(9, this->new_height(), output); - } - - // optional uint32 new_width = 10 [default = 0]; - if (has_new_width()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(10, this->new_width(), output); - } - - // optional bool is_color = 11 [default = true]; - if (has_is_color()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(11, this->is_color(), output); - } - - // optional string root_folder = 12 [default = ""]; - if (has_root_folder()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->root_folder().data(), this->root_folder().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.ImageDataParameter.root_folder"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 12, this->root_folder(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.ImageDataParameter) -} - -::google::protobuf::uint8* ImageDataParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.ImageDataParameter) - // optional string source = 1; - if (has_source()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->source().data(), this->source().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.ImageDataParameter.source"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 1, this->source(), target); - } - - // optional float scale = 2 [default = 1]; - if (has_scale()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(2, this->scale(), target); - } - - // optional string mean_file = 3; - if (has_mean_file()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->mean_file().data(), this->mean_file().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.ImageDataParameter.mean_file"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 3, this->mean_file(), target); - } - - // optional uint32 batch_size = 4 [default = 1]; - if (has_batch_size()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(4, this->batch_size(), target); - } - - // optional uint32 crop_size = 5 [default = 0]; - if (has_crop_size()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(5, this->crop_size(), target); - } - - // optional bool mirror = 6 [default = false]; - if (has_mirror()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(6, this->mirror(), target); - } - - // optional uint32 rand_skip = 7 [default = 0]; - if (has_rand_skip()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(7, this->rand_skip(), target); - } - - // optional bool shuffle = 8 [default = false]; - if (has_shuffle()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(8, this->shuffle(), target); - } - - // optional uint32 new_height = 9 [default = 0]; - if (has_new_height()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(9, this->new_height(), target); - } - - // optional uint32 new_width = 10 [default = 0]; - if (has_new_width()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(10, this->new_width(), target); - } - - // optional bool is_color = 11 [default = true]; - if (has_is_color()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(11, this->is_color(), target); - } - - // optional string root_folder = 12 [default = ""]; - if (has_root_folder()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->root_folder().data(), this->root_folder().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.ImageDataParameter.root_folder"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 12, this->root_folder(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.ImageDataParameter) - return target; -} - -size_t ImageDataParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.ImageDataParameter) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 255u) { - // optional string source = 1; - if (has_source()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->source()); - } - - // optional uint32 batch_size = 4 [default = 1]; - if (has_batch_size()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->batch_size()); - } - - // optional uint32 rand_skip = 7 [default = 0]; - if (has_rand_skip()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->rand_skip()); - } - - // optional bool shuffle = 8 [default = false]; - if (has_shuffle()) { - total_size += 1 + 1; - } - - // optional uint32 new_height = 9 [default = 0]; - if (has_new_height()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->new_height()); - } - - // optional uint32 new_width = 10 [default = 0]; - if (has_new_width()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->new_width()); - } - - // optional bool is_color = 11 [default = true]; - if (has_is_color()) { - total_size += 1 + 1; - } - - // optional float scale = 2 [default = 1]; - if (has_scale()) { - total_size += 1 + 4; - } - - } - if (_has_bits_[8 / 32] & 3840u) { - // optional string mean_file = 3; - if (has_mean_file()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->mean_file()); - } - - // optional uint32 crop_size = 5 [default = 0]; - if (has_crop_size()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->crop_size()); - } - - // optional bool mirror = 6 [default = false]; - if (has_mirror()) { - total_size += 1 + 1; - } - - // optional string root_folder = 12 [default = ""]; - if (has_root_folder()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->root_folder()); - } - - } - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void ImageDataParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.ImageDataParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const ImageDataParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.ImageDataParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.ImageDataParameter) - UnsafeMergeFrom(*source); - } -} - -void ImageDataParameter::MergeFrom(const ImageDataParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.ImageDataParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void ImageDataParameter::UnsafeMergeFrom(const ImageDataParameter& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_source()) { - set_has_source(); - source_.AssignWithDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), from.source_); - } - if (from.has_batch_size()) { - set_batch_size(from.batch_size()); - } - if (from.has_rand_skip()) { - set_rand_skip(from.rand_skip()); - } - if (from.has_shuffle()) { - set_shuffle(from.shuffle()); - } - if (from.has_new_height()) { - set_new_height(from.new_height()); - } - if (from.has_new_width()) { - set_new_width(from.new_width()); - } - if (from.has_is_color()) { - set_is_color(from.is_color()); - } - if (from.has_scale()) { - set_scale(from.scale()); - } - } - if (from._has_bits_[8 / 32] & (0xffu << (8 % 32))) { - if (from.has_mean_file()) { - set_has_mean_file(); - mean_file_.AssignWithDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), from.mean_file_); - } - if (from.has_crop_size()) { - set_crop_size(from.crop_size()); - } - if (from.has_mirror()) { - set_mirror(from.mirror()); - } - if (from.has_root_folder()) { - set_has_root_folder(); - root_folder_.AssignWithDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), from.root_folder_); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void ImageDataParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.ImageDataParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void ImageDataParameter::CopyFrom(const ImageDataParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.ImageDataParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool ImageDataParameter::IsInitialized() const { - - return true; -} - -void ImageDataParameter::Swap(ImageDataParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void ImageDataParameter::InternalSwap(ImageDataParameter* other) { - source_.Swap(&other->source_); - std::swap(batch_size_, other->batch_size_); - std::swap(rand_skip_, other->rand_skip_); - std::swap(shuffle_, other->shuffle_); - std::swap(new_height_, other->new_height_); - std::swap(new_width_, other->new_width_); - std::swap(is_color_, other->is_color_); - std::swap(scale_, other->scale_); - mean_file_.Swap(&other->mean_file_); - std::swap(crop_size_, other->crop_size_); - std::swap(mirror_, other->mirror_); - root_folder_.Swap(&other->root_folder_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata ImageDataParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = ImageDataParameter_descriptor_; - metadata.reflection = ImageDataParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// ImageDataParameter - -// optional string source = 1; -bool ImageDataParameter::has_source() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void ImageDataParameter::set_has_source() { - _has_bits_[0] |= 0x00000001u; -} -void ImageDataParameter::clear_has_source() { - _has_bits_[0] &= ~0x00000001u; -} -void ImageDataParameter::clear_source() { - source_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_source(); -} -const ::std::string& ImageDataParameter::source() const { - // @@protoc_insertion_point(field_get:caffe.ImageDataParameter.source) - return source_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void ImageDataParameter::set_source(const ::std::string& value) { - set_has_source(); - source_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.ImageDataParameter.source) -} -void ImageDataParameter::set_source(const char* value) { - set_has_source(); - source_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.ImageDataParameter.source) -} -void ImageDataParameter::set_source(const char* value, size_t size) { - set_has_source(); - source_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.ImageDataParameter.source) -} -::std::string* ImageDataParameter::mutable_source() { - set_has_source(); - // @@protoc_insertion_point(field_mutable:caffe.ImageDataParameter.source) - return source_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -::std::string* ImageDataParameter::release_source() { - // @@protoc_insertion_point(field_release:caffe.ImageDataParameter.source) - clear_has_source(); - return source_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void ImageDataParameter::set_allocated_source(::std::string* source) { - if (source != NULL) { - set_has_source(); - } else { - clear_has_source(); - } - source_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), source); - // @@protoc_insertion_point(field_set_allocated:caffe.ImageDataParameter.source) -} - -// optional uint32 batch_size = 4 [default = 1]; -bool ImageDataParameter::has_batch_size() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void ImageDataParameter::set_has_batch_size() { - _has_bits_[0] |= 0x00000002u; -} -void ImageDataParameter::clear_has_batch_size() { - _has_bits_[0] &= ~0x00000002u; -} -void ImageDataParameter::clear_batch_size() { - batch_size_ = 1u; - clear_has_batch_size(); -} -::google::protobuf::uint32 ImageDataParameter::batch_size() const { - // @@protoc_insertion_point(field_get:caffe.ImageDataParameter.batch_size) - return batch_size_; -} -void ImageDataParameter::set_batch_size(::google::protobuf::uint32 value) { - set_has_batch_size(); - batch_size_ = value; - // @@protoc_insertion_point(field_set:caffe.ImageDataParameter.batch_size) -} - -// optional uint32 rand_skip = 7 [default = 0]; -bool ImageDataParameter::has_rand_skip() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -void ImageDataParameter::set_has_rand_skip() { - _has_bits_[0] |= 0x00000004u; -} -void ImageDataParameter::clear_has_rand_skip() { - _has_bits_[0] &= ~0x00000004u; -} -void ImageDataParameter::clear_rand_skip() { - rand_skip_ = 0u; - clear_has_rand_skip(); -} -::google::protobuf::uint32 ImageDataParameter::rand_skip() const { - // @@protoc_insertion_point(field_get:caffe.ImageDataParameter.rand_skip) - return rand_skip_; -} -void ImageDataParameter::set_rand_skip(::google::protobuf::uint32 value) { - set_has_rand_skip(); - rand_skip_ = value; - // @@protoc_insertion_point(field_set:caffe.ImageDataParameter.rand_skip) -} - -// optional bool shuffle = 8 [default = false]; -bool ImageDataParameter::has_shuffle() const { - return (_has_bits_[0] & 0x00000008u) != 0; -} -void ImageDataParameter::set_has_shuffle() { - _has_bits_[0] |= 0x00000008u; -} -void ImageDataParameter::clear_has_shuffle() { - _has_bits_[0] &= ~0x00000008u; -} -void ImageDataParameter::clear_shuffle() { - shuffle_ = false; - clear_has_shuffle(); -} -bool ImageDataParameter::shuffle() const { - // @@protoc_insertion_point(field_get:caffe.ImageDataParameter.shuffle) - return shuffle_; -} -void ImageDataParameter::set_shuffle(bool value) { - set_has_shuffle(); - shuffle_ = value; - // @@protoc_insertion_point(field_set:caffe.ImageDataParameter.shuffle) -} - -// optional uint32 new_height = 9 [default = 0]; -bool ImageDataParameter::has_new_height() const { - return (_has_bits_[0] & 0x00000010u) != 0; -} -void ImageDataParameter::set_has_new_height() { - _has_bits_[0] |= 0x00000010u; -} -void ImageDataParameter::clear_has_new_height() { - _has_bits_[0] &= ~0x00000010u; -} -void ImageDataParameter::clear_new_height() { - new_height_ = 0u; - clear_has_new_height(); -} -::google::protobuf::uint32 ImageDataParameter::new_height() const { - // @@protoc_insertion_point(field_get:caffe.ImageDataParameter.new_height) - return new_height_; -} -void ImageDataParameter::set_new_height(::google::protobuf::uint32 value) { - set_has_new_height(); - new_height_ = value; - // @@protoc_insertion_point(field_set:caffe.ImageDataParameter.new_height) -} - -// optional uint32 new_width = 10 [default = 0]; -bool ImageDataParameter::has_new_width() const { - return (_has_bits_[0] & 0x00000020u) != 0; -} -void ImageDataParameter::set_has_new_width() { - _has_bits_[0] |= 0x00000020u; -} -void ImageDataParameter::clear_has_new_width() { - _has_bits_[0] &= ~0x00000020u; -} -void ImageDataParameter::clear_new_width() { - new_width_ = 0u; - clear_has_new_width(); -} -::google::protobuf::uint32 ImageDataParameter::new_width() const { - // @@protoc_insertion_point(field_get:caffe.ImageDataParameter.new_width) - return new_width_; -} -void ImageDataParameter::set_new_width(::google::protobuf::uint32 value) { - set_has_new_width(); - new_width_ = value; - // @@protoc_insertion_point(field_set:caffe.ImageDataParameter.new_width) -} - -// optional bool is_color = 11 [default = true]; -bool ImageDataParameter::has_is_color() const { - return (_has_bits_[0] & 0x00000040u) != 0; -} -void ImageDataParameter::set_has_is_color() { - _has_bits_[0] |= 0x00000040u; -} -void ImageDataParameter::clear_has_is_color() { - _has_bits_[0] &= ~0x00000040u; -} -void ImageDataParameter::clear_is_color() { - is_color_ = true; - clear_has_is_color(); -} -bool ImageDataParameter::is_color() const { - // @@protoc_insertion_point(field_get:caffe.ImageDataParameter.is_color) - return is_color_; -} -void ImageDataParameter::set_is_color(bool value) { - set_has_is_color(); - is_color_ = value; - // @@protoc_insertion_point(field_set:caffe.ImageDataParameter.is_color) -} - -// optional float scale = 2 [default = 1]; -bool ImageDataParameter::has_scale() const { - return (_has_bits_[0] & 0x00000080u) != 0; -} -void ImageDataParameter::set_has_scale() { - _has_bits_[0] |= 0x00000080u; -} -void ImageDataParameter::clear_has_scale() { - _has_bits_[0] &= ~0x00000080u; -} -void ImageDataParameter::clear_scale() { - scale_ = 1; - clear_has_scale(); -} -float ImageDataParameter::scale() const { - // @@protoc_insertion_point(field_get:caffe.ImageDataParameter.scale) - return scale_; -} -void ImageDataParameter::set_scale(float value) { - set_has_scale(); - scale_ = value; - // @@protoc_insertion_point(field_set:caffe.ImageDataParameter.scale) -} - -// optional string mean_file = 3; -bool ImageDataParameter::has_mean_file() const { - return (_has_bits_[0] & 0x00000100u) != 0; -} -void ImageDataParameter::set_has_mean_file() { - _has_bits_[0] |= 0x00000100u; -} -void ImageDataParameter::clear_has_mean_file() { - _has_bits_[0] &= ~0x00000100u; -} -void ImageDataParameter::clear_mean_file() { - mean_file_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_mean_file(); -} -const ::std::string& ImageDataParameter::mean_file() const { - // @@protoc_insertion_point(field_get:caffe.ImageDataParameter.mean_file) - return mean_file_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void ImageDataParameter::set_mean_file(const ::std::string& value) { - set_has_mean_file(); - mean_file_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.ImageDataParameter.mean_file) -} -void ImageDataParameter::set_mean_file(const char* value) { - set_has_mean_file(); - mean_file_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.ImageDataParameter.mean_file) -} -void ImageDataParameter::set_mean_file(const char* value, size_t size) { - set_has_mean_file(); - mean_file_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.ImageDataParameter.mean_file) -} -::std::string* ImageDataParameter::mutable_mean_file() { - set_has_mean_file(); - // @@protoc_insertion_point(field_mutable:caffe.ImageDataParameter.mean_file) - return mean_file_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -::std::string* ImageDataParameter::release_mean_file() { - // @@protoc_insertion_point(field_release:caffe.ImageDataParameter.mean_file) - clear_has_mean_file(); - return mean_file_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void ImageDataParameter::set_allocated_mean_file(::std::string* mean_file) { - if (mean_file != NULL) { - set_has_mean_file(); - } else { - clear_has_mean_file(); - } - mean_file_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), mean_file); - // @@protoc_insertion_point(field_set_allocated:caffe.ImageDataParameter.mean_file) -} - -// optional uint32 crop_size = 5 [default = 0]; -bool ImageDataParameter::has_crop_size() const { - return (_has_bits_[0] & 0x00000200u) != 0; -} -void ImageDataParameter::set_has_crop_size() { - _has_bits_[0] |= 0x00000200u; -} -void ImageDataParameter::clear_has_crop_size() { - _has_bits_[0] &= ~0x00000200u; -} -void ImageDataParameter::clear_crop_size() { - crop_size_ = 0u; - clear_has_crop_size(); -} -::google::protobuf::uint32 ImageDataParameter::crop_size() const { - // @@protoc_insertion_point(field_get:caffe.ImageDataParameter.crop_size) - return crop_size_; -} -void ImageDataParameter::set_crop_size(::google::protobuf::uint32 value) { - set_has_crop_size(); - crop_size_ = value; - // @@protoc_insertion_point(field_set:caffe.ImageDataParameter.crop_size) -} - -// optional bool mirror = 6 [default = false]; -bool ImageDataParameter::has_mirror() const { - return (_has_bits_[0] & 0x00000400u) != 0; -} -void ImageDataParameter::set_has_mirror() { - _has_bits_[0] |= 0x00000400u; -} -void ImageDataParameter::clear_has_mirror() { - _has_bits_[0] &= ~0x00000400u; -} -void ImageDataParameter::clear_mirror() { - mirror_ = false; - clear_has_mirror(); -} -bool ImageDataParameter::mirror() const { - // @@protoc_insertion_point(field_get:caffe.ImageDataParameter.mirror) - return mirror_; -} -void ImageDataParameter::set_mirror(bool value) { - set_has_mirror(); - mirror_ = value; - // @@protoc_insertion_point(field_set:caffe.ImageDataParameter.mirror) -} - -// optional string root_folder = 12 [default = ""]; -bool ImageDataParameter::has_root_folder() const { - return (_has_bits_[0] & 0x00000800u) != 0; -} -void ImageDataParameter::set_has_root_folder() { - _has_bits_[0] |= 0x00000800u; -} -void ImageDataParameter::clear_has_root_folder() { - _has_bits_[0] &= ~0x00000800u; -} -void ImageDataParameter::clear_root_folder() { - root_folder_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_root_folder(); -} -const ::std::string& ImageDataParameter::root_folder() const { - // @@protoc_insertion_point(field_get:caffe.ImageDataParameter.root_folder) - return root_folder_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void ImageDataParameter::set_root_folder(const ::std::string& value) { - set_has_root_folder(); - root_folder_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.ImageDataParameter.root_folder) -} -void ImageDataParameter::set_root_folder(const char* value) { - set_has_root_folder(); - root_folder_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.ImageDataParameter.root_folder) -} -void ImageDataParameter::set_root_folder(const char* value, size_t size) { - set_has_root_folder(); - root_folder_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.ImageDataParameter.root_folder) -} -::std::string* ImageDataParameter::mutable_root_folder() { - set_has_root_folder(); - // @@protoc_insertion_point(field_mutable:caffe.ImageDataParameter.root_folder) - return root_folder_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -::std::string* ImageDataParameter::release_root_folder() { - // @@protoc_insertion_point(field_release:caffe.ImageDataParameter.root_folder) - clear_has_root_folder(); - return root_folder_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void ImageDataParameter::set_allocated_root_folder(::std::string* root_folder) { - if (root_folder != NULL) { - set_has_root_folder(); - } else { - clear_has_root_folder(); - } - root_folder_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), root_folder); - // @@protoc_insertion_point(field_set_allocated:caffe.ImageDataParameter.root_folder) -} - -inline const ImageDataParameter* ImageDataParameter::internal_default_instance() { - return &ImageDataParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int InfogainLossParameter::kSourceFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -InfogainLossParameter::InfogainLossParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.InfogainLossParameter) -} - -void InfogainLossParameter::InitAsDefaultInstance() { -} - -InfogainLossParameter::InfogainLossParameter(const InfogainLossParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.InfogainLossParameter) -} - -void InfogainLossParameter::SharedCtor() { - _cached_size_ = 0; - source_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} - -InfogainLossParameter::~InfogainLossParameter() { - // @@protoc_insertion_point(destructor:caffe.InfogainLossParameter) - SharedDtor(); -} - -void InfogainLossParameter::SharedDtor() { - source_.DestroyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} - -void InfogainLossParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* InfogainLossParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return InfogainLossParameter_descriptor_; -} - -const InfogainLossParameter& InfogainLossParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed InfogainLossParameter_default_instance_; - -InfogainLossParameter* InfogainLossParameter::New(::google::protobuf::Arena* arena) const { - InfogainLossParameter* n = new InfogainLossParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void InfogainLossParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.InfogainLossParameter) - if (has_source()) { - source_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool InfogainLossParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.InfogainLossParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional string source = 1; - case 1: { - if (tag == 10) { - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_source())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->source().data(), this->source().length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.InfogainLossParameter.source"); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.InfogainLossParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.InfogainLossParameter) - return false; -#undef DO_ -} - -void InfogainLossParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.InfogainLossParameter) - // optional string source = 1; - if (has_source()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->source().data(), this->source().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.InfogainLossParameter.source"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 1, this->source(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.InfogainLossParameter) -} - -::google::protobuf::uint8* InfogainLossParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.InfogainLossParameter) - // optional string source = 1; - if (has_source()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->source().data(), this->source().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.InfogainLossParameter.source"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 1, this->source(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.InfogainLossParameter) - return target; -} - -size_t InfogainLossParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.InfogainLossParameter) - size_t total_size = 0; - - // optional string source = 1; - if (has_source()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->source()); - } - - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void InfogainLossParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.InfogainLossParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const InfogainLossParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.InfogainLossParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.InfogainLossParameter) - UnsafeMergeFrom(*source); - } -} - -void InfogainLossParameter::MergeFrom(const InfogainLossParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.InfogainLossParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void InfogainLossParameter::UnsafeMergeFrom(const InfogainLossParameter& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_source()) { - set_has_source(); - source_.AssignWithDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), from.source_); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void InfogainLossParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.InfogainLossParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void InfogainLossParameter::CopyFrom(const InfogainLossParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.InfogainLossParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool InfogainLossParameter::IsInitialized() const { - - return true; -} - -void InfogainLossParameter::Swap(InfogainLossParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void InfogainLossParameter::InternalSwap(InfogainLossParameter* other) { - source_.Swap(&other->source_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata InfogainLossParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = InfogainLossParameter_descriptor_; - metadata.reflection = InfogainLossParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// InfogainLossParameter - -// optional string source = 1; -bool InfogainLossParameter::has_source() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void InfogainLossParameter::set_has_source() { - _has_bits_[0] |= 0x00000001u; -} -void InfogainLossParameter::clear_has_source() { - _has_bits_[0] &= ~0x00000001u; -} -void InfogainLossParameter::clear_source() { - source_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_source(); -} -const ::std::string& InfogainLossParameter::source() const { - // @@protoc_insertion_point(field_get:caffe.InfogainLossParameter.source) - return source_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void InfogainLossParameter::set_source(const ::std::string& value) { - set_has_source(); - source_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.InfogainLossParameter.source) -} -void InfogainLossParameter::set_source(const char* value) { - set_has_source(); - source_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.InfogainLossParameter.source) -} -void InfogainLossParameter::set_source(const char* value, size_t size) { - set_has_source(); - source_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.InfogainLossParameter.source) -} -::std::string* InfogainLossParameter::mutable_source() { - set_has_source(); - // @@protoc_insertion_point(field_mutable:caffe.InfogainLossParameter.source) - return source_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -::std::string* InfogainLossParameter::release_source() { - // @@protoc_insertion_point(field_release:caffe.InfogainLossParameter.source) - clear_has_source(); - return source_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void InfogainLossParameter::set_allocated_source(::std::string* source) { - if (source != NULL) { - set_has_source(); - } else { - clear_has_source(); - } - source_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), source); - // @@protoc_insertion_point(field_set_allocated:caffe.InfogainLossParameter.source) -} - -inline const InfogainLossParameter* InfogainLossParameter::internal_default_instance() { - return &InfogainLossParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int InnerProductParameter::kNumOutputFieldNumber; -const int InnerProductParameter::kBiasTermFieldNumber; -const int InnerProductParameter::kWeightFillerFieldNumber; -const int InnerProductParameter::kBiasFillerFieldNumber; -const int InnerProductParameter::kAxisFieldNumber; -const int InnerProductParameter::kTransposeFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -InnerProductParameter::InnerProductParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.InnerProductParameter) -} - -void InnerProductParameter::InitAsDefaultInstance() { - weight_filler_ = const_cast< ::caffe::FillerParameter*>( - ::caffe::FillerParameter::internal_default_instance()); - bias_filler_ = const_cast< ::caffe::FillerParameter*>( - ::caffe::FillerParameter::internal_default_instance()); -} - -InnerProductParameter::InnerProductParameter(const InnerProductParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.InnerProductParameter) -} - -void InnerProductParameter::SharedCtor() { - _cached_size_ = 0; - weight_filler_ = NULL; - bias_filler_ = NULL; - ::memset(&num_output_, 0, reinterpret_cast(&transpose_) - - reinterpret_cast(&num_output_) + sizeof(transpose_)); - bias_term_ = true; - axis_ = 1; -} - -InnerProductParameter::~InnerProductParameter() { - // @@protoc_insertion_point(destructor:caffe.InnerProductParameter) - SharedDtor(); -} - -void InnerProductParameter::SharedDtor() { - if (this != &InnerProductParameter_default_instance_.get()) { - delete weight_filler_; - delete bias_filler_; - } -} - -void InnerProductParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* InnerProductParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return InnerProductParameter_descriptor_; -} - -const InnerProductParameter& InnerProductParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed InnerProductParameter_default_instance_; - -InnerProductParameter* InnerProductParameter::New(::google::protobuf::Arena* arena) const { - InnerProductParameter* n = new InnerProductParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void InnerProductParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.InnerProductParameter) -#if defined(__clang__) -#define ZR_HELPER_(f) \ - _Pragma("clang diagnostic push") \ - _Pragma("clang diagnostic ignored \"-Winvalid-offsetof\"") \ - __builtin_offsetof(InnerProductParameter, f) \ - _Pragma("clang diagnostic pop") -#else -#define ZR_HELPER_(f) reinterpret_cast(\ - &reinterpret_cast(16)->f) -#endif - -#define ZR_(first, last) do {\ - ::memset(&(first), 0,\ - ZR_HELPER_(last) - ZR_HELPER_(first) + sizeof(last));\ -} while (0) - - if (_has_bits_[0 / 32] & 63u) { - ZR_(num_output_, transpose_); - bias_term_ = true; - if (has_weight_filler()) { - if (weight_filler_ != NULL) weight_filler_->::caffe::FillerParameter::Clear(); - } - if (has_bias_filler()) { - if (bias_filler_ != NULL) bias_filler_->::caffe::FillerParameter::Clear(); - } - axis_ = 1; - } - -#undef ZR_HELPER_ -#undef ZR_ - - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool InnerProductParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.InnerProductParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional uint32 num_output = 1; - case 1: { - if (tag == 8) { - set_has_num_output(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &num_output_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(16)) goto parse_bias_term; - break; - } - - // optional bool bias_term = 2 [default = true]; - case 2: { - if (tag == 16) { - parse_bias_term: - set_has_bias_term(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &bias_term_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(26)) goto parse_weight_filler; - break; - } - - // optional .caffe.FillerParameter weight_filler = 3; - case 3: { - if (tag == 26) { - parse_weight_filler: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_weight_filler())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(34)) goto parse_bias_filler; - break; - } - - // optional .caffe.FillerParameter bias_filler = 4; - case 4: { - if (tag == 34) { - parse_bias_filler: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_bias_filler())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(40)) goto parse_axis; - break; - } - - // optional int32 axis = 5 [default = 1]; - case 5: { - if (tag == 40) { - parse_axis: - set_has_axis(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &axis_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(48)) goto parse_transpose; - break; - } - - // optional bool transpose = 6 [default = false]; - case 6: { - if (tag == 48) { - parse_transpose: - set_has_transpose(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &transpose_))); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.InnerProductParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.InnerProductParameter) - return false; -#undef DO_ -} - -void InnerProductParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.InnerProductParameter) - // optional uint32 num_output = 1; - if (has_num_output()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(1, this->num_output(), output); - } - - // optional bool bias_term = 2 [default = true]; - if (has_bias_term()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(2, this->bias_term(), output); - } - - // optional .caffe.FillerParameter weight_filler = 3; - if (has_weight_filler()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 3, *this->weight_filler_, output); - } - - // optional .caffe.FillerParameter bias_filler = 4; - if (has_bias_filler()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 4, *this->bias_filler_, output); - } - - // optional int32 axis = 5 [default = 1]; - if (has_axis()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(5, this->axis(), output); - } - - // optional bool transpose = 6 [default = false]; - if (has_transpose()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(6, this->transpose(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.InnerProductParameter) -} - -::google::protobuf::uint8* InnerProductParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.InnerProductParameter) - // optional uint32 num_output = 1; - if (has_num_output()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(1, this->num_output(), target); - } - - // optional bool bias_term = 2 [default = true]; - if (has_bias_term()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(2, this->bias_term(), target); - } - - // optional .caffe.FillerParameter weight_filler = 3; - if (has_weight_filler()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 3, *this->weight_filler_, false, target); - } - - // optional .caffe.FillerParameter bias_filler = 4; - if (has_bias_filler()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 4, *this->bias_filler_, false, target); - } - - // optional int32 axis = 5 [default = 1]; - if (has_axis()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(5, this->axis(), target); - } - - // optional bool transpose = 6 [default = false]; - if (has_transpose()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(6, this->transpose(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.InnerProductParameter) - return target; -} - -size_t InnerProductParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.InnerProductParameter) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 63u) { - // optional uint32 num_output = 1; - if (has_num_output()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->num_output()); - } - - // optional bool bias_term = 2 [default = true]; - if (has_bias_term()) { - total_size += 1 + 1; - } - - // optional .caffe.FillerParameter weight_filler = 3; - if (has_weight_filler()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->weight_filler_); - } - - // optional .caffe.FillerParameter bias_filler = 4; - if (has_bias_filler()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->bias_filler_); - } - - // optional int32 axis = 5 [default = 1]; - if (has_axis()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->axis()); - } - - // optional bool transpose = 6 [default = false]; - if (has_transpose()) { - total_size += 1 + 1; - } - - } - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void InnerProductParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.InnerProductParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const InnerProductParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.InnerProductParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.InnerProductParameter) - UnsafeMergeFrom(*source); - } -} - -void InnerProductParameter::MergeFrom(const InnerProductParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.InnerProductParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void InnerProductParameter::UnsafeMergeFrom(const InnerProductParameter& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_num_output()) { - set_num_output(from.num_output()); - } - if (from.has_bias_term()) { - set_bias_term(from.bias_term()); - } - if (from.has_weight_filler()) { - mutable_weight_filler()->::caffe::FillerParameter::MergeFrom(from.weight_filler()); - } - if (from.has_bias_filler()) { - mutable_bias_filler()->::caffe::FillerParameter::MergeFrom(from.bias_filler()); - } - if (from.has_axis()) { - set_axis(from.axis()); - } - if (from.has_transpose()) { - set_transpose(from.transpose()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void InnerProductParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.InnerProductParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void InnerProductParameter::CopyFrom(const InnerProductParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.InnerProductParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool InnerProductParameter::IsInitialized() const { - - return true; -} - -void InnerProductParameter::Swap(InnerProductParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void InnerProductParameter::InternalSwap(InnerProductParameter* other) { - std::swap(num_output_, other->num_output_); - std::swap(bias_term_, other->bias_term_); - std::swap(weight_filler_, other->weight_filler_); - std::swap(bias_filler_, other->bias_filler_); - std::swap(axis_, other->axis_); - std::swap(transpose_, other->transpose_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata InnerProductParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = InnerProductParameter_descriptor_; - metadata.reflection = InnerProductParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// InnerProductParameter - -// optional uint32 num_output = 1; -bool InnerProductParameter::has_num_output() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void InnerProductParameter::set_has_num_output() { - _has_bits_[0] |= 0x00000001u; -} -void InnerProductParameter::clear_has_num_output() { - _has_bits_[0] &= ~0x00000001u; -} -void InnerProductParameter::clear_num_output() { - num_output_ = 0u; - clear_has_num_output(); -} -::google::protobuf::uint32 InnerProductParameter::num_output() const { - // @@protoc_insertion_point(field_get:caffe.InnerProductParameter.num_output) - return num_output_; -} -void InnerProductParameter::set_num_output(::google::protobuf::uint32 value) { - set_has_num_output(); - num_output_ = value; - // @@protoc_insertion_point(field_set:caffe.InnerProductParameter.num_output) -} - -// optional bool bias_term = 2 [default = true]; -bool InnerProductParameter::has_bias_term() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void InnerProductParameter::set_has_bias_term() { - _has_bits_[0] |= 0x00000002u; -} -void InnerProductParameter::clear_has_bias_term() { - _has_bits_[0] &= ~0x00000002u; -} -void InnerProductParameter::clear_bias_term() { - bias_term_ = true; - clear_has_bias_term(); -} -bool InnerProductParameter::bias_term() const { - // @@protoc_insertion_point(field_get:caffe.InnerProductParameter.bias_term) - return bias_term_; -} -void InnerProductParameter::set_bias_term(bool value) { - set_has_bias_term(); - bias_term_ = value; - // @@protoc_insertion_point(field_set:caffe.InnerProductParameter.bias_term) -} - -// optional .caffe.FillerParameter weight_filler = 3; -bool InnerProductParameter::has_weight_filler() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -void InnerProductParameter::set_has_weight_filler() { - _has_bits_[0] |= 0x00000004u; -} -void InnerProductParameter::clear_has_weight_filler() { - _has_bits_[0] &= ~0x00000004u; -} -void InnerProductParameter::clear_weight_filler() { - if (weight_filler_ != NULL) weight_filler_->::caffe::FillerParameter::Clear(); - clear_has_weight_filler(); -} -const ::caffe::FillerParameter& InnerProductParameter::weight_filler() const { - // @@protoc_insertion_point(field_get:caffe.InnerProductParameter.weight_filler) - return weight_filler_ != NULL ? *weight_filler_ - : *::caffe::FillerParameter::internal_default_instance(); -} -::caffe::FillerParameter* InnerProductParameter::mutable_weight_filler() { - set_has_weight_filler(); - if (weight_filler_ == NULL) { - weight_filler_ = new ::caffe::FillerParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.InnerProductParameter.weight_filler) - return weight_filler_; -} -::caffe::FillerParameter* InnerProductParameter::release_weight_filler() { - // @@protoc_insertion_point(field_release:caffe.InnerProductParameter.weight_filler) - clear_has_weight_filler(); - ::caffe::FillerParameter* temp = weight_filler_; - weight_filler_ = NULL; - return temp; -} -void InnerProductParameter::set_allocated_weight_filler(::caffe::FillerParameter* weight_filler) { - delete weight_filler_; - weight_filler_ = weight_filler; - if (weight_filler) { - set_has_weight_filler(); - } else { - clear_has_weight_filler(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.InnerProductParameter.weight_filler) -} - -// optional .caffe.FillerParameter bias_filler = 4; -bool InnerProductParameter::has_bias_filler() const { - return (_has_bits_[0] & 0x00000008u) != 0; -} -void InnerProductParameter::set_has_bias_filler() { - _has_bits_[0] |= 0x00000008u; -} -void InnerProductParameter::clear_has_bias_filler() { - _has_bits_[0] &= ~0x00000008u; -} -void InnerProductParameter::clear_bias_filler() { - if (bias_filler_ != NULL) bias_filler_->::caffe::FillerParameter::Clear(); - clear_has_bias_filler(); -} -const ::caffe::FillerParameter& InnerProductParameter::bias_filler() const { - // @@protoc_insertion_point(field_get:caffe.InnerProductParameter.bias_filler) - return bias_filler_ != NULL ? *bias_filler_ - : *::caffe::FillerParameter::internal_default_instance(); -} -::caffe::FillerParameter* InnerProductParameter::mutable_bias_filler() { - set_has_bias_filler(); - if (bias_filler_ == NULL) { - bias_filler_ = new ::caffe::FillerParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.InnerProductParameter.bias_filler) - return bias_filler_; -} -::caffe::FillerParameter* InnerProductParameter::release_bias_filler() { - // @@protoc_insertion_point(field_release:caffe.InnerProductParameter.bias_filler) - clear_has_bias_filler(); - ::caffe::FillerParameter* temp = bias_filler_; - bias_filler_ = NULL; - return temp; -} -void InnerProductParameter::set_allocated_bias_filler(::caffe::FillerParameter* bias_filler) { - delete bias_filler_; - bias_filler_ = bias_filler; - if (bias_filler) { - set_has_bias_filler(); - } else { - clear_has_bias_filler(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.InnerProductParameter.bias_filler) -} - -// optional int32 axis = 5 [default = 1]; -bool InnerProductParameter::has_axis() const { - return (_has_bits_[0] & 0x00000010u) != 0; -} -void InnerProductParameter::set_has_axis() { - _has_bits_[0] |= 0x00000010u; -} -void InnerProductParameter::clear_has_axis() { - _has_bits_[0] &= ~0x00000010u; -} -void InnerProductParameter::clear_axis() { - axis_ = 1; - clear_has_axis(); -} -::google::protobuf::int32 InnerProductParameter::axis() const { - // @@protoc_insertion_point(field_get:caffe.InnerProductParameter.axis) - return axis_; -} -void InnerProductParameter::set_axis(::google::protobuf::int32 value) { - set_has_axis(); - axis_ = value; - // @@protoc_insertion_point(field_set:caffe.InnerProductParameter.axis) -} - -// optional bool transpose = 6 [default = false]; -bool InnerProductParameter::has_transpose() const { - return (_has_bits_[0] & 0x00000020u) != 0; -} -void InnerProductParameter::set_has_transpose() { - _has_bits_[0] |= 0x00000020u; -} -void InnerProductParameter::clear_has_transpose() { - _has_bits_[0] &= ~0x00000020u; -} -void InnerProductParameter::clear_transpose() { - transpose_ = false; - clear_has_transpose(); -} -bool InnerProductParameter::transpose() const { - // @@protoc_insertion_point(field_get:caffe.InnerProductParameter.transpose) - return transpose_; -} -void InnerProductParameter::set_transpose(bool value) { - set_has_transpose(); - transpose_ = value; - // @@protoc_insertion_point(field_set:caffe.InnerProductParameter.transpose) -} - -inline const InnerProductParameter* InnerProductParameter::internal_default_instance() { - return &InnerProductParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int InputParameter::kShapeFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -InputParameter::InputParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.InputParameter) -} - -void InputParameter::InitAsDefaultInstance() { -} - -InputParameter::InputParameter(const InputParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.InputParameter) -} - -void InputParameter::SharedCtor() { - _cached_size_ = 0; -} - -InputParameter::~InputParameter() { - // @@protoc_insertion_point(destructor:caffe.InputParameter) - SharedDtor(); -} - -void InputParameter::SharedDtor() { -} - -void InputParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* InputParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return InputParameter_descriptor_; -} - -const InputParameter& InputParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed InputParameter_default_instance_; - -InputParameter* InputParameter::New(::google::protobuf::Arena* arena) const { - InputParameter* n = new InputParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void InputParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.InputParameter) - shape_.Clear(); - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool InputParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.InputParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // repeated .caffe.BlobShape shape = 1; - case 1: { - if (tag == 10) { - DO_(input->IncrementRecursionDepth()); - parse_loop_shape: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtualNoRecursionDepth( - input, add_shape())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(10)) goto parse_loop_shape; - input->UnsafeDecrementRecursionDepth(); - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.InputParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.InputParameter) - return false; -#undef DO_ -} - -void InputParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.InputParameter) - // repeated .caffe.BlobShape shape = 1; - for (unsigned int i = 0, n = this->shape_size(); i < n; i++) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 1, this->shape(i), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.InputParameter) -} - -::google::protobuf::uint8* InputParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.InputParameter) - // repeated .caffe.BlobShape shape = 1; - for (unsigned int i = 0, n = this->shape_size(); i < n; i++) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 1, this->shape(i), false, target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.InputParameter) - return target; -} - -size_t InputParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.InputParameter) - size_t total_size = 0; - - // repeated .caffe.BlobShape shape = 1; - { - unsigned int count = this->shape_size(); - total_size += 1UL * count; - for (unsigned int i = 0; i < count; i++) { - total_size += - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - this->shape(i)); - } - } - - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void InputParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.InputParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const InputParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.InputParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.InputParameter) - UnsafeMergeFrom(*source); - } -} - -void InputParameter::MergeFrom(const InputParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.InputParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void InputParameter::UnsafeMergeFrom(const InputParameter& from) { - GOOGLE_DCHECK(&from != this); - shape_.MergeFrom(from.shape_); - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void InputParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.InputParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void InputParameter::CopyFrom(const InputParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.InputParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool InputParameter::IsInitialized() const { - - return true; -} - -void InputParameter::Swap(InputParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void InputParameter::InternalSwap(InputParameter* other) { - shape_.UnsafeArenaSwap(&other->shape_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata InputParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = InputParameter_descriptor_; - metadata.reflection = InputParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// InputParameter - -// repeated .caffe.BlobShape shape = 1; -int InputParameter::shape_size() const { - return shape_.size(); -} -void InputParameter::clear_shape() { - shape_.Clear(); -} -const ::caffe::BlobShape& InputParameter::shape(int index) const { - // @@protoc_insertion_point(field_get:caffe.InputParameter.shape) - return shape_.Get(index); -} -::caffe::BlobShape* InputParameter::mutable_shape(int index) { - // @@protoc_insertion_point(field_mutable:caffe.InputParameter.shape) - return shape_.Mutable(index); -} -::caffe::BlobShape* InputParameter::add_shape() { - // @@protoc_insertion_point(field_add:caffe.InputParameter.shape) - return shape_.Add(); -} -::google::protobuf::RepeatedPtrField< ::caffe::BlobShape >* -InputParameter::mutable_shape() { - // @@protoc_insertion_point(field_mutable_list:caffe.InputParameter.shape) - return &shape_; -} -const ::google::protobuf::RepeatedPtrField< ::caffe::BlobShape >& -InputParameter::shape() const { - // @@protoc_insertion_point(field_list:caffe.InputParameter.shape) - return shape_; -} - -inline const InputParameter* InputParameter::internal_default_instance() { - return &InputParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int LogParameter::kBaseFieldNumber; -const int LogParameter::kScaleFieldNumber; -const int LogParameter::kShiftFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -LogParameter::LogParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.LogParameter) -} - -void LogParameter::InitAsDefaultInstance() { -} - -LogParameter::LogParameter(const LogParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.LogParameter) -} - -void LogParameter::SharedCtor() { - _cached_size_ = 0; - shift_ = 0; - base_ = -1; - scale_ = 1; -} - -LogParameter::~LogParameter() { - // @@protoc_insertion_point(destructor:caffe.LogParameter) - SharedDtor(); -} - -void LogParameter::SharedDtor() { -} - -void LogParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* LogParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return LogParameter_descriptor_; -} - -const LogParameter& LogParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed LogParameter_default_instance_; - -LogParameter* LogParameter::New(::google::protobuf::Arena* arena) const { - LogParameter* n = new LogParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void LogParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.LogParameter) - if (_has_bits_[0 / 32] & 7u) { - base_ = -1; - scale_ = 1; - shift_ = 0; - } - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool LogParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.LogParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional float base = 1 [default = -1]; - case 1: { - if (tag == 13) { - set_has_base(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &base_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(21)) goto parse_scale; - break; - } - - // optional float scale = 2 [default = 1]; - case 2: { - if (tag == 21) { - parse_scale: - set_has_scale(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &scale_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(29)) goto parse_shift; - break; - } - - // optional float shift = 3 [default = 0]; - case 3: { - if (tag == 29) { - parse_shift: - set_has_shift(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &shift_))); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.LogParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.LogParameter) - return false; -#undef DO_ -} - -void LogParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.LogParameter) - // optional float base = 1 [default = -1]; - if (has_base()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(1, this->base(), output); - } - - // optional float scale = 2 [default = 1]; - if (has_scale()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(2, this->scale(), output); - } - - // optional float shift = 3 [default = 0]; - if (has_shift()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(3, this->shift(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.LogParameter) -} - -::google::protobuf::uint8* LogParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.LogParameter) - // optional float base = 1 [default = -1]; - if (has_base()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(1, this->base(), target); - } - - // optional float scale = 2 [default = 1]; - if (has_scale()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(2, this->scale(), target); - } - - // optional float shift = 3 [default = 0]; - if (has_shift()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(3, this->shift(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.LogParameter) - return target; -} - -size_t LogParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.LogParameter) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 7u) { - // optional float base = 1 [default = -1]; - if (has_base()) { - total_size += 1 + 4; - } - - // optional float scale = 2 [default = 1]; - if (has_scale()) { - total_size += 1 + 4; - } - - // optional float shift = 3 [default = 0]; - if (has_shift()) { - total_size += 1 + 4; - } - - } - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void LogParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.LogParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const LogParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.LogParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.LogParameter) - UnsafeMergeFrom(*source); - } -} - -void LogParameter::MergeFrom(const LogParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.LogParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void LogParameter::UnsafeMergeFrom(const LogParameter& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_base()) { - set_base(from.base()); - } - if (from.has_scale()) { - set_scale(from.scale()); - } - if (from.has_shift()) { - set_shift(from.shift()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void LogParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.LogParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void LogParameter::CopyFrom(const LogParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.LogParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool LogParameter::IsInitialized() const { - - return true; -} - -void LogParameter::Swap(LogParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void LogParameter::InternalSwap(LogParameter* other) { - std::swap(base_, other->base_); - std::swap(scale_, other->scale_); - std::swap(shift_, other->shift_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata LogParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = LogParameter_descriptor_; - metadata.reflection = LogParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// LogParameter - -// optional float base = 1 [default = -1]; -bool LogParameter::has_base() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void LogParameter::set_has_base() { - _has_bits_[0] |= 0x00000001u; -} -void LogParameter::clear_has_base() { - _has_bits_[0] &= ~0x00000001u; -} -void LogParameter::clear_base() { - base_ = -1; - clear_has_base(); -} -float LogParameter::base() const { - // @@protoc_insertion_point(field_get:caffe.LogParameter.base) - return base_; -} -void LogParameter::set_base(float value) { - set_has_base(); - base_ = value; - // @@protoc_insertion_point(field_set:caffe.LogParameter.base) -} - -// optional float scale = 2 [default = 1]; -bool LogParameter::has_scale() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void LogParameter::set_has_scale() { - _has_bits_[0] |= 0x00000002u; -} -void LogParameter::clear_has_scale() { - _has_bits_[0] &= ~0x00000002u; -} -void LogParameter::clear_scale() { - scale_ = 1; - clear_has_scale(); -} -float LogParameter::scale() const { - // @@protoc_insertion_point(field_get:caffe.LogParameter.scale) - return scale_; -} -void LogParameter::set_scale(float value) { - set_has_scale(); - scale_ = value; - // @@protoc_insertion_point(field_set:caffe.LogParameter.scale) -} - -// optional float shift = 3 [default = 0]; -bool LogParameter::has_shift() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -void LogParameter::set_has_shift() { - _has_bits_[0] |= 0x00000004u; -} -void LogParameter::clear_has_shift() { - _has_bits_[0] &= ~0x00000004u; -} -void LogParameter::clear_shift() { - shift_ = 0; - clear_has_shift(); -} -float LogParameter::shift() const { - // @@protoc_insertion_point(field_get:caffe.LogParameter.shift) - return shift_; -} -void LogParameter::set_shift(float value) { - set_has_shift(); - shift_ = value; - // @@protoc_insertion_point(field_set:caffe.LogParameter.shift) -} - -inline const LogParameter* LogParameter::internal_default_instance() { - return &LogParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -const ::google::protobuf::EnumDescriptor* LRNParameter_NormRegion_descriptor() { - protobuf_AssignDescriptorsOnce(); - return LRNParameter_NormRegion_descriptor_; -} -bool LRNParameter_NormRegion_IsValid(int value) { - switch (value) { - case 0: - case 1: - return true; - default: - return false; - } -} - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const LRNParameter_NormRegion LRNParameter::ACROSS_CHANNELS; -const LRNParameter_NormRegion LRNParameter::WITHIN_CHANNEL; -const LRNParameter_NormRegion LRNParameter::NormRegion_MIN; -const LRNParameter_NormRegion LRNParameter::NormRegion_MAX; -const int LRNParameter::NormRegion_ARRAYSIZE; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 -const ::google::protobuf::EnumDescriptor* LRNParameter_Engine_descriptor() { - protobuf_AssignDescriptorsOnce(); - return LRNParameter_Engine_descriptor_; -} -bool LRNParameter_Engine_IsValid(int value) { - switch (value) { - case 0: - case 1: - case 2: - return true; - default: - return false; - } -} - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const LRNParameter_Engine LRNParameter::DEFAULT; -const LRNParameter_Engine LRNParameter::CAFFE; -const LRNParameter_Engine LRNParameter::CUDNN; -const LRNParameter_Engine LRNParameter::Engine_MIN; -const LRNParameter_Engine LRNParameter::Engine_MAX; -const int LRNParameter::Engine_ARRAYSIZE; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int LRNParameter::kLocalSizeFieldNumber; -const int LRNParameter::kAlphaFieldNumber; -const int LRNParameter::kBetaFieldNumber; -const int LRNParameter::kNormRegionFieldNumber; -const int LRNParameter::kKFieldNumber; -const int LRNParameter::kEngineFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -LRNParameter::LRNParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.LRNParameter) -} - -void LRNParameter::InitAsDefaultInstance() { -} - -LRNParameter::LRNParameter(const LRNParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.LRNParameter) -} - -void LRNParameter::SharedCtor() { - _cached_size_ = 0; - ::memset(&norm_region_, 0, reinterpret_cast(&engine_) - - reinterpret_cast(&norm_region_) + sizeof(engine_)); - local_size_ = 5u; - alpha_ = 1; - beta_ = 0.75f; - k_ = 1; -} - -LRNParameter::~LRNParameter() { - // @@protoc_insertion_point(destructor:caffe.LRNParameter) - SharedDtor(); -} - -void LRNParameter::SharedDtor() { -} - -void LRNParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* LRNParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return LRNParameter_descriptor_; -} - -const LRNParameter& LRNParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed LRNParameter_default_instance_; - -LRNParameter* LRNParameter::New(::google::protobuf::Arena* arena) const { - LRNParameter* n = new LRNParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void LRNParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.LRNParameter) -#if defined(__clang__) -#define ZR_HELPER_(f) \ - _Pragma("clang diagnostic push") \ - _Pragma("clang diagnostic ignored \"-Winvalid-offsetof\"") \ - __builtin_offsetof(LRNParameter, f) \ - _Pragma("clang diagnostic pop") -#else -#define ZR_HELPER_(f) reinterpret_cast(\ - &reinterpret_cast(16)->f) -#endif - -#define ZR_(first, last) do {\ - ::memset(&(first), 0,\ - ZR_HELPER_(last) - ZR_HELPER_(first) + sizeof(last));\ -} while (0) - - if (_has_bits_[0 / 32] & 63u) { - ZR_(norm_region_, engine_); - local_size_ = 5u; - alpha_ = 1; - beta_ = 0.75f; - k_ = 1; - } - -#undef ZR_HELPER_ -#undef ZR_ - - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool LRNParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.LRNParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional uint32 local_size = 1 [default = 5]; - case 1: { - if (tag == 8) { - set_has_local_size(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &local_size_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(21)) goto parse_alpha; - break; - } - - // optional float alpha = 2 [default = 1]; - case 2: { - if (tag == 21) { - parse_alpha: - set_has_alpha(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &alpha_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(29)) goto parse_beta; - break; - } - - // optional float beta = 3 [default = 0.75]; - case 3: { - if (tag == 29) { - parse_beta: - set_has_beta(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &beta_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(32)) goto parse_norm_region; - break; - } - - // optional .caffe.LRNParameter.NormRegion norm_region = 4 [default = ACROSS_CHANNELS]; - case 4: { - if (tag == 32) { - parse_norm_region: - int value; - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - int, ::google::protobuf::internal::WireFormatLite::TYPE_ENUM>( - input, &value))); - if (::caffe::LRNParameter_NormRegion_IsValid(value)) { - set_norm_region(static_cast< ::caffe::LRNParameter_NormRegion >(value)); - } else { - mutable_unknown_fields()->AddVarint(4, value); - } - } else { - goto handle_unusual; - } - if (input->ExpectTag(45)) goto parse_k; - break; - } - - // optional float k = 5 [default = 1]; - case 5: { - if (tag == 45) { - parse_k: - set_has_k(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &k_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(48)) goto parse_engine; - break; - } - - // optional .caffe.LRNParameter.Engine engine = 6 [default = DEFAULT]; - case 6: { - if (tag == 48) { - parse_engine: - int value; - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - int, ::google::protobuf::internal::WireFormatLite::TYPE_ENUM>( - input, &value))); - if (::caffe::LRNParameter_Engine_IsValid(value)) { - set_engine(static_cast< ::caffe::LRNParameter_Engine >(value)); - } else { - mutable_unknown_fields()->AddVarint(6, value); - } - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.LRNParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.LRNParameter) - return false; -#undef DO_ -} - -void LRNParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.LRNParameter) - // optional uint32 local_size = 1 [default = 5]; - if (has_local_size()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(1, this->local_size(), output); - } - - // optional float alpha = 2 [default = 1]; - if (has_alpha()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(2, this->alpha(), output); - } - - // optional float beta = 3 [default = 0.75]; - if (has_beta()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(3, this->beta(), output); - } - - // optional .caffe.LRNParameter.NormRegion norm_region = 4 [default = ACROSS_CHANNELS]; - if (has_norm_region()) { - ::google::protobuf::internal::WireFormatLite::WriteEnum( - 4, this->norm_region(), output); - } - - // optional float k = 5 [default = 1]; - if (has_k()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(5, this->k(), output); - } - - // optional .caffe.LRNParameter.Engine engine = 6 [default = DEFAULT]; - if (has_engine()) { - ::google::protobuf::internal::WireFormatLite::WriteEnum( - 6, this->engine(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.LRNParameter) -} - -::google::protobuf::uint8* LRNParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.LRNParameter) - // optional uint32 local_size = 1 [default = 5]; - if (has_local_size()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(1, this->local_size(), target); - } - - // optional float alpha = 2 [default = 1]; - if (has_alpha()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(2, this->alpha(), target); - } - - // optional float beta = 3 [default = 0.75]; - if (has_beta()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(3, this->beta(), target); - } - - // optional .caffe.LRNParameter.NormRegion norm_region = 4 [default = ACROSS_CHANNELS]; - if (has_norm_region()) { - target = ::google::protobuf::internal::WireFormatLite::WriteEnumToArray( - 4, this->norm_region(), target); - } - - // optional float k = 5 [default = 1]; - if (has_k()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(5, this->k(), target); - } - - // optional .caffe.LRNParameter.Engine engine = 6 [default = DEFAULT]; - if (has_engine()) { - target = ::google::protobuf::internal::WireFormatLite::WriteEnumToArray( - 6, this->engine(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.LRNParameter) - return target; -} - -size_t LRNParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.LRNParameter) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 63u) { - // optional uint32 local_size = 1 [default = 5]; - if (has_local_size()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->local_size()); - } - - // optional float alpha = 2 [default = 1]; - if (has_alpha()) { - total_size += 1 + 4; - } - - // optional float beta = 3 [default = 0.75]; - if (has_beta()) { - total_size += 1 + 4; - } - - // optional .caffe.LRNParameter.NormRegion norm_region = 4 [default = ACROSS_CHANNELS]; - if (has_norm_region()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::EnumSize(this->norm_region()); - } - - // optional float k = 5 [default = 1]; - if (has_k()) { - total_size += 1 + 4; - } - - // optional .caffe.LRNParameter.Engine engine = 6 [default = DEFAULT]; - if (has_engine()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::EnumSize(this->engine()); - } - - } - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void LRNParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.LRNParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const LRNParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.LRNParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.LRNParameter) - UnsafeMergeFrom(*source); - } -} - -void LRNParameter::MergeFrom(const LRNParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.LRNParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void LRNParameter::UnsafeMergeFrom(const LRNParameter& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_local_size()) { - set_local_size(from.local_size()); - } - if (from.has_alpha()) { - set_alpha(from.alpha()); - } - if (from.has_beta()) { - set_beta(from.beta()); - } - if (from.has_norm_region()) { - set_norm_region(from.norm_region()); - } - if (from.has_k()) { - set_k(from.k()); - } - if (from.has_engine()) { - set_engine(from.engine()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void LRNParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.LRNParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void LRNParameter::CopyFrom(const LRNParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.LRNParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool LRNParameter::IsInitialized() const { - - return true; -} - -void LRNParameter::Swap(LRNParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void LRNParameter::InternalSwap(LRNParameter* other) { - std::swap(local_size_, other->local_size_); - std::swap(alpha_, other->alpha_); - std::swap(beta_, other->beta_); - std::swap(norm_region_, other->norm_region_); - std::swap(k_, other->k_); - std::swap(engine_, other->engine_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata LRNParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = LRNParameter_descriptor_; - metadata.reflection = LRNParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// LRNParameter - -// optional uint32 local_size = 1 [default = 5]; -bool LRNParameter::has_local_size() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void LRNParameter::set_has_local_size() { - _has_bits_[0] |= 0x00000001u; -} -void LRNParameter::clear_has_local_size() { - _has_bits_[0] &= ~0x00000001u; -} -void LRNParameter::clear_local_size() { - local_size_ = 5u; - clear_has_local_size(); -} -::google::protobuf::uint32 LRNParameter::local_size() const { - // @@protoc_insertion_point(field_get:caffe.LRNParameter.local_size) - return local_size_; -} -void LRNParameter::set_local_size(::google::protobuf::uint32 value) { - set_has_local_size(); - local_size_ = value; - // @@protoc_insertion_point(field_set:caffe.LRNParameter.local_size) -} - -// optional float alpha = 2 [default = 1]; -bool LRNParameter::has_alpha() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void LRNParameter::set_has_alpha() { - _has_bits_[0] |= 0x00000002u; -} -void LRNParameter::clear_has_alpha() { - _has_bits_[0] &= ~0x00000002u; -} -void LRNParameter::clear_alpha() { - alpha_ = 1; - clear_has_alpha(); -} -float LRNParameter::alpha() const { - // @@protoc_insertion_point(field_get:caffe.LRNParameter.alpha) - return alpha_; -} -void LRNParameter::set_alpha(float value) { - set_has_alpha(); - alpha_ = value; - // @@protoc_insertion_point(field_set:caffe.LRNParameter.alpha) -} - -// optional float beta = 3 [default = 0.75]; -bool LRNParameter::has_beta() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -void LRNParameter::set_has_beta() { - _has_bits_[0] |= 0x00000004u; -} -void LRNParameter::clear_has_beta() { - _has_bits_[0] &= ~0x00000004u; -} -void LRNParameter::clear_beta() { - beta_ = 0.75f; - clear_has_beta(); -} -float LRNParameter::beta() const { - // @@protoc_insertion_point(field_get:caffe.LRNParameter.beta) - return beta_; -} -void LRNParameter::set_beta(float value) { - set_has_beta(); - beta_ = value; - // @@protoc_insertion_point(field_set:caffe.LRNParameter.beta) -} - -// optional .caffe.LRNParameter.NormRegion norm_region = 4 [default = ACROSS_CHANNELS]; -bool LRNParameter::has_norm_region() const { - return (_has_bits_[0] & 0x00000008u) != 0; -} -void LRNParameter::set_has_norm_region() { - _has_bits_[0] |= 0x00000008u; -} -void LRNParameter::clear_has_norm_region() { - _has_bits_[0] &= ~0x00000008u; -} -void LRNParameter::clear_norm_region() { - norm_region_ = 0; - clear_has_norm_region(); -} -::caffe::LRNParameter_NormRegion LRNParameter::norm_region() const { - // @@protoc_insertion_point(field_get:caffe.LRNParameter.norm_region) - return static_cast< ::caffe::LRNParameter_NormRegion >(norm_region_); -} -void LRNParameter::set_norm_region(::caffe::LRNParameter_NormRegion value) { - assert(::caffe::LRNParameter_NormRegion_IsValid(value)); - set_has_norm_region(); - norm_region_ = value; - // @@protoc_insertion_point(field_set:caffe.LRNParameter.norm_region) -} - -// optional float k = 5 [default = 1]; -bool LRNParameter::has_k() const { - return (_has_bits_[0] & 0x00000010u) != 0; -} -void LRNParameter::set_has_k() { - _has_bits_[0] |= 0x00000010u; -} -void LRNParameter::clear_has_k() { - _has_bits_[0] &= ~0x00000010u; -} -void LRNParameter::clear_k() { - k_ = 1; - clear_has_k(); -} -float LRNParameter::k() const { - // @@protoc_insertion_point(field_get:caffe.LRNParameter.k) - return k_; -} -void LRNParameter::set_k(float value) { - set_has_k(); - k_ = value; - // @@protoc_insertion_point(field_set:caffe.LRNParameter.k) -} - -// optional .caffe.LRNParameter.Engine engine = 6 [default = DEFAULT]; -bool LRNParameter::has_engine() const { - return (_has_bits_[0] & 0x00000020u) != 0; -} -void LRNParameter::set_has_engine() { - _has_bits_[0] |= 0x00000020u; -} -void LRNParameter::clear_has_engine() { - _has_bits_[0] &= ~0x00000020u; -} -void LRNParameter::clear_engine() { - engine_ = 0; - clear_has_engine(); -} -::caffe::LRNParameter_Engine LRNParameter::engine() const { - // @@protoc_insertion_point(field_get:caffe.LRNParameter.engine) - return static_cast< ::caffe::LRNParameter_Engine >(engine_); -} -void LRNParameter::set_engine(::caffe::LRNParameter_Engine value) { - assert(::caffe::LRNParameter_Engine_IsValid(value)); - set_has_engine(); - engine_ = value; - // @@protoc_insertion_point(field_set:caffe.LRNParameter.engine) -} - -inline const LRNParameter* LRNParameter::internal_default_instance() { - return &LRNParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int MemoryDataParameter::kBatchSizeFieldNumber; -const int MemoryDataParameter::kChannelsFieldNumber; -const int MemoryDataParameter::kHeightFieldNumber; -const int MemoryDataParameter::kWidthFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -MemoryDataParameter::MemoryDataParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.MemoryDataParameter) -} - -void MemoryDataParameter::InitAsDefaultInstance() { -} - -MemoryDataParameter::MemoryDataParameter(const MemoryDataParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.MemoryDataParameter) -} - -void MemoryDataParameter::SharedCtor() { - _cached_size_ = 0; - ::memset(&batch_size_, 0, reinterpret_cast(&width_) - - reinterpret_cast(&batch_size_) + sizeof(width_)); -} - -MemoryDataParameter::~MemoryDataParameter() { - // @@protoc_insertion_point(destructor:caffe.MemoryDataParameter) - SharedDtor(); -} - -void MemoryDataParameter::SharedDtor() { -} - -void MemoryDataParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* MemoryDataParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return MemoryDataParameter_descriptor_; -} - -const MemoryDataParameter& MemoryDataParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed MemoryDataParameter_default_instance_; - -MemoryDataParameter* MemoryDataParameter::New(::google::protobuf::Arena* arena) const { - MemoryDataParameter* n = new MemoryDataParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void MemoryDataParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.MemoryDataParameter) -#if defined(__clang__) -#define ZR_HELPER_(f) \ - _Pragma("clang diagnostic push") \ - _Pragma("clang diagnostic ignored \"-Winvalid-offsetof\"") \ - __builtin_offsetof(MemoryDataParameter, f) \ - _Pragma("clang diagnostic pop") -#else -#define ZR_HELPER_(f) reinterpret_cast(\ - &reinterpret_cast(16)->f) -#endif - -#define ZR_(first, last) do {\ - ::memset(&(first), 0,\ - ZR_HELPER_(last) - ZR_HELPER_(first) + sizeof(last));\ -} while (0) - - ZR_(batch_size_, width_); - -#undef ZR_HELPER_ -#undef ZR_ - - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool MemoryDataParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.MemoryDataParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional uint32 batch_size = 1; - case 1: { - if (tag == 8) { - set_has_batch_size(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &batch_size_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(16)) goto parse_channels; - break; - } - - // optional uint32 channels = 2; - case 2: { - if (tag == 16) { - parse_channels: - set_has_channels(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &channels_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(24)) goto parse_height; - break; - } - - // optional uint32 height = 3; - case 3: { - if (tag == 24) { - parse_height: - set_has_height(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &height_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(32)) goto parse_width; - break; - } - - // optional uint32 width = 4; - case 4: { - if (tag == 32) { - parse_width: - set_has_width(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &width_))); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.MemoryDataParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.MemoryDataParameter) - return false; -#undef DO_ -} - -void MemoryDataParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.MemoryDataParameter) - // optional uint32 batch_size = 1; - if (has_batch_size()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(1, this->batch_size(), output); - } - - // optional uint32 channels = 2; - if (has_channels()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(2, this->channels(), output); - } - - // optional uint32 height = 3; - if (has_height()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(3, this->height(), output); - } - - // optional uint32 width = 4; - if (has_width()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(4, this->width(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.MemoryDataParameter) -} - -::google::protobuf::uint8* MemoryDataParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.MemoryDataParameter) - // optional uint32 batch_size = 1; - if (has_batch_size()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(1, this->batch_size(), target); - } - - // optional uint32 channels = 2; - if (has_channels()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(2, this->channels(), target); - } - - // optional uint32 height = 3; - if (has_height()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(3, this->height(), target); - } - - // optional uint32 width = 4; - if (has_width()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(4, this->width(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.MemoryDataParameter) - return target; -} - -size_t MemoryDataParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.MemoryDataParameter) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 15u) { - // optional uint32 batch_size = 1; - if (has_batch_size()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->batch_size()); - } - - // optional uint32 channels = 2; - if (has_channels()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->channels()); - } - - // optional uint32 height = 3; - if (has_height()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->height()); - } - - // optional uint32 width = 4; - if (has_width()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->width()); - } - - } - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void MemoryDataParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.MemoryDataParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const MemoryDataParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.MemoryDataParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.MemoryDataParameter) - UnsafeMergeFrom(*source); - } -} - -void MemoryDataParameter::MergeFrom(const MemoryDataParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.MemoryDataParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void MemoryDataParameter::UnsafeMergeFrom(const MemoryDataParameter& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_batch_size()) { - set_batch_size(from.batch_size()); - } - if (from.has_channels()) { - set_channels(from.channels()); - } - if (from.has_height()) { - set_height(from.height()); - } - if (from.has_width()) { - set_width(from.width()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void MemoryDataParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.MemoryDataParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void MemoryDataParameter::CopyFrom(const MemoryDataParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.MemoryDataParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool MemoryDataParameter::IsInitialized() const { - - return true; -} - -void MemoryDataParameter::Swap(MemoryDataParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void MemoryDataParameter::InternalSwap(MemoryDataParameter* other) { - std::swap(batch_size_, other->batch_size_); - std::swap(channels_, other->channels_); - std::swap(height_, other->height_); - std::swap(width_, other->width_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata MemoryDataParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = MemoryDataParameter_descriptor_; - metadata.reflection = MemoryDataParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// MemoryDataParameter - -// optional uint32 batch_size = 1; -bool MemoryDataParameter::has_batch_size() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void MemoryDataParameter::set_has_batch_size() { - _has_bits_[0] |= 0x00000001u; -} -void MemoryDataParameter::clear_has_batch_size() { - _has_bits_[0] &= ~0x00000001u; -} -void MemoryDataParameter::clear_batch_size() { - batch_size_ = 0u; - clear_has_batch_size(); -} -::google::protobuf::uint32 MemoryDataParameter::batch_size() const { - // @@protoc_insertion_point(field_get:caffe.MemoryDataParameter.batch_size) - return batch_size_; -} -void MemoryDataParameter::set_batch_size(::google::protobuf::uint32 value) { - set_has_batch_size(); - batch_size_ = value; - // @@protoc_insertion_point(field_set:caffe.MemoryDataParameter.batch_size) -} - -// optional uint32 channels = 2; -bool MemoryDataParameter::has_channels() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void MemoryDataParameter::set_has_channels() { - _has_bits_[0] |= 0x00000002u; -} -void MemoryDataParameter::clear_has_channels() { - _has_bits_[0] &= ~0x00000002u; -} -void MemoryDataParameter::clear_channels() { - channels_ = 0u; - clear_has_channels(); -} -::google::protobuf::uint32 MemoryDataParameter::channels() const { - // @@protoc_insertion_point(field_get:caffe.MemoryDataParameter.channels) - return channels_; -} -void MemoryDataParameter::set_channels(::google::protobuf::uint32 value) { - set_has_channels(); - channels_ = value; - // @@protoc_insertion_point(field_set:caffe.MemoryDataParameter.channels) -} - -// optional uint32 height = 3; -bool MemoryDataParameter::has_height() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -void MemoryDataParameter::set_has_height() { - _has_bits_[0] |= 0x00000004u; -} -void MemoryDataParameter::clear_has_height() { - _has_bits_[0] &= ~0x00000004u; -} -void MemoryDataParameter::clear_height() { - height_ = 0u; - clear_has_height(); -} -::google::protobuf::uint32 MemoryDataParameter::height() const { - // @@protoc_insertion_point(field_get:caffe.MemoryDataParameter.height) - return height_; -} -void MemoryDataParameter::set_height(::google::protobuf::uint32 value) { - set_has_height(); - height_ = value; - // @@protoc_insertion_point(field_set:caffe.MemoryDataParameter.height) -} - -// optional uint32 width = 4; -bool MemoryDataParameter::has_width() const { - return (_has_bits_[0] & 0x00000008u) != 0; -} -void MemoryDataParameter::set_has_width() { - _has_bits_[0] |= 0x00000008u; -} -void MemoryDataParameter::clear_has_width() { - _has_bits_[0] &= ~0x00000008u; -} -void MemoryDataParameter::clear_width() { - width_ = 0u; - clear_has_width(); -} -::google::protobuf::uint32 MemoryDataParameter::width() const { - // @@protoc_insertion_point(field_get:caffe.MemoryDataParameter.width) - return width_; -} -void MemoryDataParameter::set_width(::google::protobuf::uint32 value) { - set_has_width(); - width_ = value; - // @@protoc_insertion_point(field_set:caffe.MemoryDataParameter.width) -} - -inline const MemoryDataParameter* MemoryDataParameter::internal_default_instance() { - return &MemoryDataParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int MVNParameter::kNormalizeVarianceFieldNumber; -const int MVNParameter::kAcrossChannelsFieldNumber; -const int MVNParameter::kEpsFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -MVNParameter::MVNParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.MVNParameter) -} - -void MVNParameter::InitAsDefaultInstance() { -} - -MVNParameter::MVNParameter(const MVNParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.MVNParameter) -} - -void MVNParameter::SharedCtor() { - _cached_size_ = 0; - across_channels_ = false; - normalize_variance_ = true; - eps_ = 1e-09f; -} - -MVNParameter::~MVNParameter() { - // @@protoc_insertion_point(destructor:caffe.MVNParameter) - SharedDtor(); -} - -void MVNParameter::SharedDtor() { -} - -void MVNParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* MVNParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return MVNParameter_descriptor_; -} - -const MVNParameter& MVNParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed MVNParameter_default_instance_; - -MVNParameter* MVNParameter::New(::google::protobuf::Arena* arena) const { - MVNParameter* n = new MVNParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void MVNParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.MVNParameter) - if (_has_bits_[0 / 32] & 7u) { - normalize_variance_ = true; - across_channels_ = false; - eps_ = 1e-09f; - } - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool MVNParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.MVNParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional bool normalize_variance = 1 [default = true]; - case 1: { - if (tag == 8) { - set_has_normalize_variance(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &normalize_variance_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(16)) goto parse_across_channels; - break; - } - - // optional bool across_channels = 2 [default = false]; - case 2: { - if (tag == 16) { - parse_across_channels: - set_has_across_channels(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &across_channels_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(29)) goto parse_eps; - break; - } - - // optional float eps = 3 [default = 1e-09]; - case 3: { - if (tag == 29) { - parse_eps: - set_has_eps(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &eps_))); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.MVNParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.MVNParameter) - return false; -#undef DO_ -} - -void MVNParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.MVNParameter) - // optional bool normalize_variance = 1 [default = true]; - if (has_normalize_variance()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(1, this->normalize_variance(), output); - } - - // optional bool across_channels = 2 [default = false]; - if (has_across_channels()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(2, this->across_channels(), output); - } - - // optional float eps = 3 [default = 1e-09]; - if (has_eps()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(3, this->eps(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.MVNParameter) -} - -::google::protobuf::uint8* MVNParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.MVNParameter) - // optional bool normalize_variance = 1 [default = true]; - if (has_normalize_variance()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(1, this->normalize_variance(), target); - } - - // optional bool across_channels = 2 [default = false]; - if (has_across_channels()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(2, this->across_channels(), target); - } - - // optional float eps = 3 [default = 1e-09]; - if (has_eps()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(3, this->eps(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.MVNParameter) - return target; -} - -size_t MVNParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.MVNParameter) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 7u) { - // optional bool normalize_variance = 1 [default = true]; - if (has_normalize_variance()) { - total_size += 1 + 1; - } - - // optional bool across_channels = 2 [default = false]; - if (has_across_channels()) { - total_size += 1 + 1; - } - - // optional float eps = 3 [default = 1e-09]; - if (has_eps()) { - total_size += 1 + 4; - } - - } - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void MVNParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.MVNParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const MVNParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.MVNParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.MVNParameter) - UnsafeMergeFrom(*source); - } -} - -void MVNParameter::MergeFrom(const MVNParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.MVNParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void MVNParameter::UnsafeMergeFrom(const MVNParameter& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_normalize_variance()) { - set_normalize_variance(from.normalize_variance()); - } - if (from.has_across_channels()) { - set_across_channels(from.across_channels()); - } - if (from.has_eps()) { - set_eps(from.eps()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void MVNParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.MVNParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void MVNParameter::CopyFrom(const MVNParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.MVNParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool MVNParameter::IsInitialized() const { - - return true; -} - -void MVNParameter::Swap(MVNParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void MVNParameter::InternalSwap(MVNParameter* other) { - std::swap(normalize_variance_, other->normalize_variance_); - std::swap(across_channels_, other->across_channels_); - std::swap(eps_, other->eps_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata MVNParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = MVNParameter_descriptor_; - metadata.reflection = MVNParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// MVNParameter - -// optional bool normalize_variance = 1 [default = true]; -bool MVNParameter::has_normalize_variance() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void MVNParameter::set_has_normalize_variance() { - _has_bits_[0] |= 0x00000001u; -} -void MVNParameter::clear_has_normalize_variance() { - _has_bits_[0] &= ~0x00000001u; -} -void MVNParameter::clear_normalize_variance() { - normalize_variance_ = true; - clear_has_normalize_variance(); -} -bool MVNParameter::normalize_variance() const { - // @@protoc_insertion_point(field_get:caffe.MVNParameter.normalize_variance) - return normalize_variance_; -} -void MVNParameter::set_normalize_variance(bool value) { - set_has_normalize_variance(); - normalize_variance_ = value; - // @@protoc_insertion_point(field_set:caffe.MVNParameter.normalize_variance) -} - -// optional bool across_channels = 2 [default = false]; -bool MVNParameter::has_across_channels() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void MVNParameter::set_has_across_channels() { - _has_bits_[0] |= 0x00000002u; -} -void MVNParameter::clear_has_across_channels() { - _has_bits_[0] &= ~0x00000002u; -} -void MVNParameter::clear_across_channels() { - across_channels_ = false; - clear_has_across_channels(); -} -bool MVNParameter::across_channels() const { - // @@protoc_insertion_point(field_get:caffe.MVNParameter.across_channels) - return across_channels_; -} -void MVNParameter::set_across_channels(bool value) { - set_has_across_channels(); - across_channels_ = value; - // @@protoc_insertion_point(field_set:caffe.MVNParameter.across_channels) -} - -// optional float eps = 3 [default = 1e-09]; -bool MVNParameter::has_eps() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -void MVNParameter::set_has_eps() { - _has_bits_[0] |= 0x00000004u; -} -void MVNParameter::clear_has_eps() { - _has_bits_[0] &= ~0x00000004u; -} -void MVNParameter::clear_eps() { - eps_ = 1e-09f; - clear_has_eps(); -} -float MVNParameter::eps() const { - // @@protoc_insertion_point(field_get:caffe.MVNParameter.eps) - return eps_; -} -void MVNParameter::set_eps(float value) { - set_has_eps(); - eps_ = value; - // @@protoc_insertion_point(field_set:caffe.MVNParameter.eps) -} - -inline const MVNParameter* MVNParameter::internal_default_instance() { - return &MVNParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int ParameterParameter::kShapeFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -ParameterParameter::ParameterParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.ParameterParameter) -} - -void ParameterParameter::InitAsDefaultInstance() { - shape_ = const_cast< ::caffe::BlobShape*>( - ::caffe::BlobShape::internal_default_instance()); -} - -ParameterParameter::ParameterParameter(const ParameterParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.ParameterParameter) -} - -void ParameterParameter::SharedCtor() { - _cached_size_ = 0; - shape_ = NULL; -} - -ParameterParameter::~ParameterParameter() { - // @@protoc_insertion_point(destructor:caffe.ParameterParameter) - SharedDtor(); -} - -void ParameterParameter::SharedDtor() { - if (this != &ParameterParameter_default_instance_.get()) { - delete shape_; - } -} - -void ParameterParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* ParameterParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return ParameterParameter_descriptor_; -} - -const ParameterParameter& ParameterParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed ParameterParameter_default_instance_; - -ParameterParameter* ParameterParameter::New(::google::protobuf::Arena* arena) const { - ParameterParameter* n = new ParameterParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void ParameterParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.ParameterParameter) - if (has_shape()) { - if (shape_ != NULL) shape_->::caffe::BlobShape::Clear(); - } - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool ParameterParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.ParameterParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional .caffe.BlobShape shape = 1; - case 1: { - if (tag == 10) { - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_shape())); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.ParameterParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.ParameterParameter) - return false; -#undef DO_ -} - -void ParameterParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.ParameterParameter) - // optional .caffe.BlobShape shape = 1; - if (has_shape()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 1, *this->shape_, output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.ParameterParameter) -} - -::google::protobuf::uint8* ParameterParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.ParameterParameter) - // optional .caffe.BlobShape shape = 1; - if (has_shape()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 1, *this->shape_, false, target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.ParameterParameter) - return target; -} - -size_t ParameterParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.ParameterParameter) - size_t total_size = 0; - - // optional .caffe.BlobShape shape = 1; - if (has_shape()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->shape_); - } - - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void ParameterParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.ParameterParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const ParameterParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.ParameterParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.ParameterParameter) - UnsafeMergeFrom(*source); - } -} - -void ParameterParameter::MergeFrom(const ParameterParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.ParameterParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void ParameterParameter::UnsafeMergeFrom(const ParameterParameter& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_shape()) { - mutable_shape()->::caffe::BlobShape::MergeFrom(from.shape()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void ParameterParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.ParameterParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void ParameterParameter::CopyFrom(const ParameterParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.ParameterParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool ParameterParameter::IsInitialized() const { - - return true; -} - -void ParameterParameter::Swap(ParameterParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void ParameterParameter::InternalSwap(ParameterParameter* other) { - std::swap(shape_, other->shape_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata ParameterParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = ParameterParameter_descriptor_; - metadata.reflection = ParameterParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// ParameterParameter - -// optional .caffe.BlobShape shape = 1; -bool ParameterParameter::has_shape() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void ParameterParameter::set_has_shape() { - _has_bits_[0] |= 0x00000001u; -} -void ParameterParameter::clear_has_shape() { - _has_bits_[0] &= ~0x00000001u; -} -void ParameterParameter::clear_shape() { - if (shape_ != NULL) shape_->::caffe::BlobShape::Clear(); - clear_has_shape(); -} -const ::caffe::BlobShape& ParameterParameter::shape() const { - // @@protoc_insertion_point(field_get:caffe.ParameterParameter.shape) - return shape_ != NULL ? *shape_ - : *::caffe::BlobShape::internal_default_instance(); -} -::caffe::BlobShape* ParameterParameter::mutable_shape() { - set_has_shape(); - if (shape_ == NULL) { - shape_ = new ::caffe::BlobShape; - } - // @@protoc_insertion_point(field_mutable:caffe.ParameterParameter.shape) - return shape_; -} -::caffe::BlobShape* ParameterParameter::release_shape() { - // @@protoc_insertion_point(field_release:caffe.ParameterParameter.shape) - clear_has_shape(); - ::caffe::BlobShape* temp = shape_; - shape_ = NULL; - return temp; -} -void ParameterParameter::set_allocated_shape(::caffe::BlobShape* shape) { - delete shape_; - shape_ = shape; - if (shape) { - set_has_shape(); - } else { - clear_has_shape(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.ParameterParameter.shape) -} - -inline const ParameterParameter* ParameterParameter::internal_default_instance() { - return &ParameterParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -const ::google::protobuf::EnumDescriptor* PoolingParameter_PoolMethod_descriptor() { - protobuf_AssignDescriptorsOnce(); - return PoolingParameter_PoolMethod_descriptor_; -} -bool PoolingParameter_PoolMethod_IsValid(int value) { - switch (value) { - case 0: - case 1: - case 2: - return true; - default: - return false; - } -} - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const PoolingParameter_PoolMethod PoolingParameter::MAX; -const PoolingParameter_PoolMethod PoolingParameter::AVE; -const PoolingParameter_PoolMethod PoolingParameter::STOCHASTIC; -const PoolingParameter_PoolMethod PoolingParameter::PoolMethod_MIN; -const PoolingParameter_PoolMethod PoolingParameter::PoolMethod_MAX; -const int PoolingParameter::PoolMethod_ARRAYSIZE; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 -const ::google::protobuf::EnumDescriptor* PoolingParameter_Engine_descriptor() { - protobuf_AssignDescriptorsOnce(); - return PoolingParameter_Engine_descriptor_; -} -bool PoolingParameter_Engine_IsValid(int value) { - switch (value) { - case 0: - case 1: - case 2: - return true; - default: - return false; - } -} - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const PoolingParameter_Engine PoolingParameter::DEFAULT; -const PoolingParameter_Engine PoolingParameter::CAFFE; -const PoolingParameter_Engine PoolingParameter::CUDNN; -const PoolingParameter_Engine PoolingParameter::Engine_MIN; -const PoolingParameter_Engine PoolingParameter::Engine_MAX; -const int PoolingParameter::Engine_ARRAYSIZE; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int PoolingParameter::kPoolFieldNumber; -const int PoolingParameter::kPadFieldNumber; -const int PoolingParameter::kPadHFieldNumber; -const int PoolingParameter::kPadWFieldNumber; -const int PoolingParameter::kKernelSizeFieldNumber; -const int PoolingParameter::kKernelHFieldNumber; -const int PoolingParameter::kKernelWFieldNumber; -const int PoolingParameter::kStrideFieldNumber; -const int PoolingParameter::kStrideHFieldNumber; -const int PoolingParameter::kStrideWFieldNumber; -const int PoolingParameter::kEngineFieldNumber; -const int PoolingParameter::kGlobalPoolingFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -PoolingParameter::PoolingParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.PoolingParameter) -} - -void PoolingParameter::InitAsDefaultInstance() { -} - -PoolingParameter::PoolingParameter(const PoolingParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.PoolingParameter) -} - -void PoolingParameter::SharedCtor() { - _cached_size_ = 0; - ::memset(&pool_, 0, reinterpret_cast(&global_pooling_) - - reinterpret_cast(&pool_) + sizeof(global_pooling_)); - stride_ = 1u; -} - -PoolingParameter::~PoolingParameter() { - // @@protoc_insertion_point(destructor:caffe.PoolingParameter) - SharedDtor(); -} - -void PoolingParameter::SharedDtor() { -} - -void PoolingParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* PoolingParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return PoolingParameter_descriptor_; -} - -const PoolingParameter& PoolingParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed PoolingParameter_default_instance_; - -PoolingParameter* PoolingParameter::New(::google::protobuf::Arena* arena) const { - PoolingParameter* n = new PoolingParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void PoolingParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.PoolingParameter) -#if defined(__clang__) -#define ZR_HELPER_(f) \ - _Pragma("clang diagnostic push") \ - _Pragma("clang diagnostic ignored \"-Winvalid-offsetof\"") \ - __builtin_offsetof(PoolingParameter, f) \ - _Pragma("clang diagnostic pop") -#else -#define ZR_HELPER_(f) reinterpret_cast(\ - &reinterpret_cast(16)->f) -#endif - -#define ZR_(first, last) do {\ - ::memset(&(first), 0,\ - ZR_HELPER_(last) - ZR_HELPER_(first) + sizeof(last));\ -} while (0) - - if (_has_bits_[0 / 32] & 255u) { - ZR_(pool_, kernel_w_); - stride_ = 1u; - } - ZR_(stride_h_, global_pooling_); - -#undef ZR_HELPER_ -#undef ZR_ - - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool PoolingParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.PoolingParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional .caffe.PoolingParameter.PoolMethod pool = 1 [default = MAX]; - case 1: { - if (tag == 8) { - int value; - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - int, ::google::protobuf::internal::WireFormatLite::TYPE_ENUM>( - input, &value))); - if (::caffe::PoolingParameter_PoolMethod_IsValid(value)) { - set_pool(static_cast< ::caffe::PoolingParameter_PoolMethod >(value)); - } else { - mutable_unknown_fields()->AddVarint(1, value); - } - } else { - goto handle_unusual; - } - if (input->ExpectTag(16)) goto parse_kernel_size; - break; - } - - // optional uint32 kernel_size = 2; - case 2: { - if (tag == 16) { - parse_kernel_size: - set_has_kernel_size(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &kernel_size_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(24)) goto parse_stride; - break; - } - - // optional uint32 stride = 3 [default = 1]; - case 3: { - if (tag == 24) { - parse_stride: - set_has_stride(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &stride_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(32)) goto parse_pad; - break; - } - - // optional uint32 pad = 4 [default = 0]; - case 4: { - if (tag == 32) { - parse_pad: - set_has_pad(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &pad_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(40)) goto parse_kernel_h; - break; - } - - // optional uint32 kernel_h = 5; - case 5: { - if (tag == 40) { - parse_kernel_h: - set_has_kernel_h(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &kernel_h_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(48)) goto parse_kernel_w; - break; - } - - // optional uint32 kernel_w = 6; - case 6: { - if (tag == 48) { - parse_kernel_w: - set_has_kernel_w(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &kernel_w_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(56)) goto parse_stride_h; - break; - } - - // optional uint32 stride_h = 7; - case 7: { - if (tag == 56) { - parse_stride_h: - set_has_stride_h(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &stride_h_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(64)) goto parse_stride_w; - break; - } - - // optional uint32 stride_w = 8; - case 8: { - if (tag == 64) { - parse_stride_w: - set_has_stride_w(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &stride_w_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(72)) goto parse_pad_h; - break; - } - - // optional uint32 pad_h = 9 [default = 0]; - case 9: { - if (tag == 72) { - parse_pad_h: - set_has_pad_h(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &pad_h_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(80)) goto parse_pad_w; - break; - } - - // optional uint32 pad_w = 10 [default = 0]; - case 10: { - if (tag == 80) { - parse_pad_w: - set_has_pad_w(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &pad_w_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(88)) goto parse_engine; - break; - } - - // optional .caffe.PoolingParameter.Engine engine = 11 [default = DEFAULT]; - case 11: { - if (tag == 88) { - parse_engine: - int value; - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - int, ::google::protobuf::internal::WireFormatLite::TYPE_ENUM>( - input, &value))); - if (::caffe::PoolingParameter_Engine_IsValid(value)) { - set_engine(static_cast< ::caffe::PoolingParameter_Engine >(value)); - } else { - mutable_unknown_fields()->AddVarint(11, value); - } - } else { - goto handle_unusual; - } - if (input->ExpectTag(96)) goto parse_global_pooling; - break; - } - - // optional bool global_pooling = 12 [default = false]; - case 12: { - if (tag == 96) { - parse_global_pooling: - set_has_global_pooling(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &global_pooling_))); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.PoolingParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.PoolingParameter) - return false; -#undef DO_ -} - -void PoolingParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.PoolingParameter) - // optional .caffe.PoolingParameter.PoolMethod pool = 1 [default = MAX]; - if (has_pool()) { - ::google::protobuf::internal::WireFormatLite::WriteEnum( - 1, this->pool(), output); - } - - // optional uint32 kernel_size = 2; - if (has_kernel_size()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(2, this->kernel_size(), output); - } - - // optional uint32 stride = 3 [default = 1]; - if (has_stride()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(3, this->stride(), output); - } - - // optional uint32 pad = 4 [default = 0]; - if (has_pad()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(4, this->pad(), output); - } - - // optional uint32 kernel_h = 5; - if (has_kernel_h()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(5, this->kernel_h(), output); - } - - // optional uint32 kernel_w = 6; - if (has_kernel_w()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(6, this->kernel_w(), output); - } - - // optional uint32 stride_h = 7; - if (has_stride_h()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(7, this->stride_h(), output); - } - - // optional uint32 stride_w = 8; - if (has_stride_w()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(8, this->stride_w(), output); - } - - // optional uint32 pad_h = 9 [default = 0]; - if (has_pad_h()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(9, this->pad_h(), output); - } - - // optional uint32 pad_w = 10 [default = 0]; - if (has_pad_w()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(10, this->pad_w(), output); - } - - // optional .caffe.PoolingParameter.Engine engine = 11 [default = DEFAULT]; - if (has_engine()) { - ::google::protobuf::internal::WireFormatLite::WriteEnum( - 11, this->engine(), output); - } - - // optional bool global_pooling = 12 [default = false]; - if (has_global_pooling()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(12, this->global_pooling(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.PoolingParameter) -} - -::google::protobuf::uint8* PoolingParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.PoolingParameter) - // optional .caffe.PoolingParameter.PoolMethod pool = 1 [default = MAX]; - if (has_pool()) { - target = ::google::protobuf::internal::WireFormatLite::WriteEnumToArray( - 1, this->pool(), target); - } - - // optional uint32 kernel_size = 2; - if (has_kernel_size()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(2, this->kernel_size(), target); - } - - // optional uint32 stride = 3 [default = 1]; - if (has_stride()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(3, this->stride(), target); - } - - // optional uint32 pad = 4 [default = 0]; - if (has_pad()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(4, this->pad(), target); - } - - // optional uint32 kernel_h = 5; - if (has_kernel_h()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(5, this->kernel_h(), target); - } - - // optional uint32 kernel_w = 6; - if (has_kernel_w()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(6, this->kernel_w(), target); - } - - // optional uint32 stride_h = 7; - if (has_stride_h()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(7, this->stride_h(), target); - } - - // optional uint32 stride_w = 8; - if (has_stride_w()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(8, this->stride_w(), target); - } - - // optional uint32 pad_h = 9 [default = 0]; - if (has_pad_h()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(9, this->pad_h(), target); - } - - // optional uint32 pad_w = 10 [default = 0]; - if (has_pad_w()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(10, this->pad_w(), target); - } - - // optional .caffe.PoolingParameter.Engine engine = 11 [default = DEFAULT]; - if (has_engine()) { - target = ::google::protobuf::internal::WireFormatLite::WriteEnumToArray( - 11, this->engine(), target); - } - - // optional bool global_pooling = 12 [default = false]; - if (has_global_pooling()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(12, this->global_pooling(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.PoolingParameter) - return target; -} - -size_t PoolingParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.PoolingParameter) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 255u) { - // optional .caffe.PoolingParameter.PoolMethod pool = 1 [default = MAX]; - if (has_pool()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::EnumSize(this->pool()); - } - - // optional uint32 pad = 4 [default = 0]; - if (has_pad()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->pad()); - } - - // optional uint32 pad_h = 9 [default = 0]; - if (has_pad_h()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->pad_h()); - } - - // optional uint32 pad_w = 10 [default = 0]; - if (has_pad_w()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->pad_w()); - } - - // optional uint32 kernel_size = 2; - if (has_kernel_size()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->kernel_size()); - } - - // optional uint32 kernel_h = 5; - if (has_kernel_h()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->kernel_h()); - } - - // optional uint32 kernel_w = 6; - if (has_kernel_w()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->kernel_w()); - } - - // optional uint32 stride = 3 [default = 1]; - if (has_stride()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->stride()); - } - - } - if (_has_bits_[8 / 32] & 3840u) { - // optional uint32 stride_h = 7; - if (has_stride_h()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->stride_h()); - } - - // optional uint32 stride_w = 8; - if (has_stride_w()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->stride_w()); - } - - // optional .caffe.PoolingParameter.Engine engine = 11 [default = DEFAULT]; - if (has_engine()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::EnumSize(this->engine()); - } - - // optional bool global_pooling = 12 [default = false]; - if (has_global_pooling()) { - total_size += 1 + 1; - } - - } - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void PoolingParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.PoolingParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const PoolingParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.PoolingParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.PoolingParameter) - UnsafeMergeFrom(*source); - } -} - -void PoolingParameter::MergeFrom(const PoolingParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.PoolingParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void PoolingParameter::UnsafeMergeFrom(const PoolingParameter& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_pool()) { - set_pool(from.pool()); - } - if (from.has_pad()) { - set_pad(from.pad()); - } - if (from.has_pad_h()) { - set_pad_h(from.pad_h()); - } - if (from.has_pad_w()) { - set_pad_w(from.pad_w()); - } - if (from.has_kernel_size()) { - set_kernel_size(from.kernel_size()); - } - if (from.has_kernel_h()) { - set_kernel_h(from.kernel_h()); - } - if (from.has_kernel_w()) { - set_kernel_w(from.kernel_w()); - } - if (from.has_stride()) { - set_stride(from.stride()); - } - } - if (from._has_bits_[8 / 32] & (0xffu << (8 % 32))) { - if (from.has_stride_h()) { - set_stride_h(from.stride_h()); - } - if (from.has_stride_w()) { - set_stride_w(from.stride_w()); - } - if (from.has_engine()) { - set_engine(from.engine()); - } - if (from.has_global_pooling()) { - set_global_pooling(from.global_pooling()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void PoolingParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.PoolingParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void PoolingParameter::CopyFrom(const PoolingParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.PoolingParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool PoolingParameter::IsInitialized() const { - - return true; -} - -void PoolingParameter::Swap(PoolingParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void PoolingParameter::InternalSwap(PoolingParameter* other) { - std::swap(pool_, other->pool_); - std::swap(pad_, other->pad_); - std::swap(pad_h_, other->pad_h_); - std::swap(pad_w_, other->pad_w_); - std::swap(kernel_size_, other->kernel_size_); - std::swap(kernel_h_, other->kernel_h_); - std::swap(kernel_w_, other->kernel_w_); - std::swap(stride_, other->stride_); - std::swap(stride_h_, other->stride_h_); - std::swap(stride_w_, other->stride_w_); - std::swap(engine_, other->engine_); - std::swap(global_pooling_, other->global_pooling_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata PoolingParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = PoolingParameter_descriptor_; - metadata.reflection = PoolingParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// PoolingParameter - -// optional .caffe.PoolingParameter.PoolMethod pool = 1 [default = MAX]; -bool PoolingParameter::has_pool() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void PoolingParameter::set_has_pool() { - _has_bits_[0] |= 0x00000001u; -} -void PoolingParameter::clear_has_pool() { - _has_bits_[0] &= ~0x00000001u; -} -void PoolingParameter::clear_pool() { - pool_ = 0; - clear_has_pool(); -} -::caffe::PoolingParameter_PoolMethod PoolingParameter::pool() const { - // @@protoc_insertion_point(field_get:caffe.PoolingParameter.pool) - return static_cast< ::caffe::PoolingParameter_PoolMethod >(pool_); -} -void PoolingParameter::set_pool(::caffe::PoolingParameter_PoolMethod value) { - assert(::caffe::PoolingParameter_PoolMethod_IsValid(value)); - set_has_pool(); - pool_ = value; - // @@protoc_insertion_point(field_set:caffe.PoolingParameter.pool) -} - -// optional uint32 pad = 4 [default = 0]; -bool PoolingParameter::has_pad() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void PoolingParameter::set_has_pad() { - _has_bits_[0] |= 0x00000002u; -} -void PoolingParameter::clear_has_pad() { - _has_bits_[0] &= ~0x00000002u; -} -void PoolingParameter::clear_pad() { - pad_ = 0u; - clear_has_pad(); -} -::google::protobuf::uint32 PoolingParameter::pad() const { - // @@protoc_insertion_point(field_get:caffe.PoolingParameter.pad) - return pad_; -} -void PoolingParameter::set_pad(::google::protobuf::uint32 value) { - set_has_pad(); - pad_ = value; - // @@protoc_insertion_point(field_set:caffe.PoolingParameter.pad) -} - -// optional uint32 pad_h = 9 [default = 0]; -bool PoolingParameter::has_pad_h() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -void PoolingParameter::set_has_pad_h() { - _has_bits_[0] |= 0x00000004u; -} -void PoolingParameter::clear_has_pad_h() { - _has_bits_[0] &= ~0x00000004u; -} -void PoolingParameter::clear_pad_h() { - pad_h_ = 0u; - clear_has_pad_h(); -} -::google::protobuf::uint32 PoolingParameter::pad_h() const { - // @@protoc_insertion_point(field_get:caffe.PoolingParameter.pad_h) - return pad_h_; -} -void PoolingParameter::set_pad_h(::google::protobuf::uint32 value) { - set_has_pad_h(); - pad_h_ = value; - // @@protoc_insertion_point(field_set:caffe.PoolingParameter.pad_h) -} - -// optional uint32 pad_w = 10 [default = 0]; -bool PoolingParameter::has_pad_w() const { - return (_has_bits_[0] & 0x00000008u) != 0; -} -void PoolingParameter::set_has_pad_w() { - _has_bits_[0] |= 0x00000008u; -} -void PoolingParameter::clear_has_pad_w() { - _has_bits_[0] &= ~0x00000008u; -} -void PoolingParameter::clear_pad_w() { - pad_w_ = 0u; - clear_has_pad_w(); -} -::google::protobuf::uint32 PoolingParameter::pad_w() const { - // @@protoc_insertion_point(field_get:caffe.PoolingParameter.pad_w) - return pad_w_; -} -void PoolingParameter::set_pad_w(::google::protobuf::uint32 value) { - set_has_pad_w(); - pad_w_ = value; - // @@protoc_insertion_point(field_set:caffe.PoolingParameter.pad_w) -} - -// optional uint32 kernel_size = 2; -bool PoolingParameter::has_kernel_size() const { - return (_has_bits_[0] & 0x00000010u) != 0; -} -void PoolingParameter::set_has_kernel_size() { - _has_bits_[0] |= 0x00000010u; -} -void PoolingParameter::clear_has_kernel_size() { - _has_bits_[0] &= ~0x00000010u; -} -void PoolingParameter::clear_kernel_size() { - kernel_size_ = 0u; - clear_has_kernel_size(); -} -::google::protobuf::uint32 PoolingParameter::kernel_size() const { - // @@protoc_insertion_point(field_get:caffe.PoolingParameter.kernel_size) - return kernel_size_; -} -void PoolingParameter::set_kernel_size(::google::protobuf::uint32 value) { - set_has_kernel_size(); - kernel_size_ = value; - // @@protoc_insertion_point(field_set:caffe.PoolingParameter.kernel_size) -} - -// optional uint32 kernel_h = 5; -bool PoolingParameter::has_kernel_h() const { - return (_has_bits_[0] & 0x00000020u) != 0; -} -void PoolingParameter::set_has_kernel_h() { - _has_bits_[0] |= 0x00000020u; -} -void PoolingParameter::clear_has_kernel_h() { - _has_bits_[0] &= ~0x00000020u; -} -void PoolingParameter::clear_kernel_h() { - kernel_h_ = 0u; - clear_has_kernel_h(); -} -::google::protobuf::uint32 PoolingParameter::kernel_h() const { - // @@protoc_insertion_point(field_get:caffe.PoolingParameter.kernel_h) - return kernel_h_; -} -void PoolingParameter::set_kernel_h(::google::protobuf::uint32 value) { - set_has_kernel_h(); - kernel_h_ = value; - // @@protoc_insertion_point(field_set:caffe.PoolingParameter.kernel_h) -} - -// optional uint32 kernel_w = 6; -bool PoolingParameter::has_kernel_w() const { - return (_has_bits_[0] & 0x00000040u) != 0; -} -void PoolingParameter::set_has_kernel_w() { - _has_bits_[0] |= 0x00000040u; -} -void PoolingParameter::clear_has_kernel_w() { - _has_bits_[0] &= ~0x00000040u; -} -void PoolingParameter::clear_kernel_w() { - kernel_w_ = 0u; - clear_has_kernel_w(); -} -::google::protobuf::uint32 PoolingParameter::kernel_w() const { - // @@protoc_insertion_point(field_get:caffe.PoolingParameter.kernel_w) - return kernel_w_; -} -void PoolingParameter::set_kernel_w(::google::protobuf::uint32 value) { - set_has_kernel_w(); - kernel_w_ = value; - // @@protoc_insertion_point(field_set:caffe.PoolingParameter.kernel_w) -} - -// optional uint32 stride = 3 [default = 1]; -bool PoolingParameter::has_stride() const { - return (_has_bits_[0] & 0x00000080u) != 0; -} -void PoolingParameter::set_has_stride() { - _has_bits_[0] |= 0x00000080u; -} -void PoolingParameter::clear_has_stride() { - _has_bits_[0] &= ~0x00000080u; -} -void PoolingParameter::clear_stride() { - stride_ = 1u; - clear_has_stride(); -} -::google::protobuf::uint32 PoolingParameter::stride() const { - // @@protoc_insertion_point(field_get:caffe.PoolingParameter.stride) - return stride_; -} -void PoolingParameter::set_stride(::google::protobuf::uint32 value) { - set_has_stride(); - stride_ = value; - // @@protoc_insertion_point(field_set:caffe.PoolingParameter.stride) -} - -// optional uint32 stride_h = 7; -bool PoolingParameter::has_stride_h() const { - return (_has_bits_[0] & 0x00000100u) != 0; -} -void PoolingParameter::set_has_stride_h() { - _has_bits_[0] |= 0x00000100u; -} -void PoolingParameter::clear_has_stride_h() { - _has_bits_[0] &= ~0x00000100u; -} -void PoolingParameter::clear_stride_h() { - stride_h_ = 0u; - clear_has_stride_h(); -} -::google::protobuf::uint32 PoolingParameter::stride_h() const { - // @@protoc_insertion_point(field_get:caffe.PoolingParameter.stride_h) - return stride_h_; -} -void PoolingParameter::set_stride_h(::google::protobuf::uint32 value) { - set_has_stride_h(); - stride_h_ = value; - // @@protoc_insertion_point(field_set:caffe.PoolingParameter.stride_h) -} - -// optional uint32 stride_w = 8; -bool PoolingParameter::has_stride_w() const { - return (_has_bits_[0] & 0x00000200u) != 0; -} -void PoolingParameter::set_has_stride_w() { - _has_bits_[0] |= 0x00000200u; -} -void PoolingParameter::clear_has_stride_w() { - _has_bits_[0] &= ~0x00000200u; -} -void PoolingParameter::clear_stride_w() { - stride_w_ = 0u; - clear_has_stride_w(); -} -::google::protobuf::uint32 PoolingParameter::stride_w() const { - // @@protoc_insertion_point(field_get:caffe.PoolingParameter.stride_w) - return stride_w_; -} -void PoolingParameter::set_stride_w(::google::protobuf::uint32 value) { - set_has_stride_w(); - stride_w_ = value; - // @@protoc_insertion_point(field_set:caffe.PoolingParameter.stride_w) -} - -// optional .caffe.PoolingParameter.Engine engine = 11 [default = DEFAULT]; -bool PoolingParameter::has_engine() const { - return (_has_bits_[0] & 0x00000400u) != 0; -} -void PoolingParameter::set_has_engine() { - _has_bits_[0] |= 0x00000400u; -} -void PoolingParameter::clear_has_engine() { - _has_bits_[0] &= ~0x00000400u; -} -void PoolingParameter::clear_engine() { - engine_ = 0; - clear_has_engine(); -} -::caffe::PoolingParameter_Engine PoolingParameter::engine() const { - // @@protoc_insertion_point(field_get:caffe.PoolingParameter.engine) - return static_cast< ::caffe::PoolingParameter_Engine >(engine_); -} -void PoolingParameter::set_engine(::caffe::PoolingParameter_Engine value) { - assert(::caffe::PoolingParameter_Engine_IsValid(value)); - set_has_engine(); - engine_ = value; - // @@protoc_insertion_point(field_set:caffe.PoolingParameter.engine) -} - -// optional bool global_pooling = 12 [default = false]; -bool PoolingParameter::has_global_pooling() const { - return (_has_bits_[0] & 0x00000800u) != 0; -} -void PoolingParameter::set_has_global_pooling() { - _has_bits_[0] |= 0x00000800u; -} -void PoolingParameter::clear_has_global_pooling() { - _has_bits_[0] &= ~0x00000800u; -} -void PoolingParameter::clear_global_pooling() { - global_pooling_ = false; - clear_has_global_pooling(); -} -bool PoolingParameter::global_pooling() const { - // @@protoc_insertion_point(field_get:caffe.PoolingParameter.global_pooling) - return global_pooling_; -} -void PoolingParameter::set_global_pooling(bool value) { - set_has_global_pooling(); - global_pooling_ = value; - // @@protoc_insertion_point(field_set:caffe.PoolingParameter.global_pooling) -} - -inline const PoolingParameter* PoolingParameter::internal_default_instance() { - return &PoolingParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int PowerParameter::kPowerFieldNumber; -const int PowerParameter::kScaleFieldNumber; -const int PowerParameter::kShiftFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -PowerParameter::PowerParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.PowerParameter) -} - -void PowerParameter::InitAsDefaultInstance() { -} - -PowerParameter::PowerParameter(const PowerParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.PowerParameter) -} - -void PowerParameter::SharedCtor() { - _cached_size_ = 0; - shift_ = 0; - power_ = 1; - scale_ = 1; -} - -PowerParameter::~PowerParameter() { - // @@protoc_insertion_point(destructor:caffe.PowerParameter) - SharedDtor(); -} - -void PowerParameter::SharedDtor() { -} - -void PowerParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* PowerParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return PowerParameter_descriptor_; -} - -const PowerParameter& PowerParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed PowerParameter_default_instance_; - -PowerParameter* PowerParameter::New(::google::protobuf::Arena* arena) const { - PowerParameter* n = new PowerParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void PowerParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.PowerParameter) - if (_has_bits_[0 / 32] & 7u) { - power_ = 1; - scale_ = 1; - shift_ = 0; - } - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool PowerParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.PowerParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional float power = 1 [default = 1]; - case 1: { - if (tag == 13) { - set_has_power(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &power_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(21)) goto parse_scale; - break; - } - - // optional float scale = 2 [default = 1]; - case 2: { - if (tag == 21) { - parse_scale: - set_has_scale(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &scale_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(29)) goto parse_shift; - break; - } - - // optional float shift = 3 [default = 0]; - case 3: { - if (tag == 29) { - parse_shift: - set_has_shift(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &shift_))); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.PowerParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.PowerParameter) - return false; -#undef DO_ -} - -void PowerParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.PowerParameter) - // optional float power = 1 [default = 1]; - if (has_power()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(1, this->power(), output); - } - - // optional float scale = 2 [default = 1]; - if (has_scale()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(2, this->scale(), output); - } - - // optional float shift = 3 [default = 0]; - if (has_shift()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(3, this->shift(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.PowerParameter) -} - -::google::protobuf::uint8* PowerParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.PowerParameter) - // optional float power = 1 [default = 1]; - if (has_power()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(1, this->power(), target); - } - - // optional float scale = 2 [default = 1]; - if (has_scale()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(2, this->scale(), target); - } - - // optional float shift = 3 [default = 0]; - if (has_shift()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(3, this->shift(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.PowerParameter) - return target; -} - -size_t PowerParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.PowerParameter) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 7u) { - // optional float power = 1 [default = 1]; - if (has_power()) { - total_size += 1 + 4; - } - - // optional float scale = 2 [default = 1]; - if (has_scale()) { - total_size += 1 + 4; - } - - // optional float shift = 3 [default = 0]; - if (has_shift()) { - total_size += 1 + 4; - } - - } - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void PowerParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.PowerParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const PowerParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.PowerParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.PowerParameter) - UnsafeMergeFrom(*source); - } -} - -void PowerParameter::MergeFrom(const PowerParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.PowerParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void PowerParameter::UnsafeMergeFrom(const PowerParameter& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_power()) { - set_power(from.power()); - } - if (from.has_scale()) { - set_scale(from.scale()); - } - if (from.has_shift()) { - set_shift(from.shift()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void PowerParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.PowerParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void PowerParameter::CopyFrom(const PowerParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.PowerParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool PowerParameter::IsInitialized() const { - - return true; -} - -void PowerParameter::Swap(PowerParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void PowerParameter::InternalSwap(PowerParameter* other) { - std::swap(power_, other->power_); - std::swap(scale_, other->scale_); - std::swap(shift_, other->shift_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata PowerParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = PowerParameter_descriptor_; - metadata.reflection = PowerParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// PowerParameter - -// optional float power = 1 [default = 1]; -bool PowerParameter::has_power() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void PowerParameter::set_has_power() { - _has_bits_[0] |= 0x00000001u; -} -void PowerParameter::clear_has_power() { - _has_bits_[0] &= ~0x00000001u; -} -void PowerParameter::clear_power() { - power_ = 1; - clear_has_power(); -} -float PowerParameter::power() const { - // @@protoc_insertion_point(field_get:caffe.PowerParameter.power) - return power_; -} -void PowerParameter::set_power(float value) { - set_has_power(); - power_ = value; - // @@protoc_insertion_point(field_set:caffe.PowerParameter.power) -} - -// optional float scale = 2 [default = 1]; -bool PowerParameter::has_scale() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void PowerParameter::set_has_scale() { - _has_bits_[0] |= 0x00000002u; -} -void PowerParameter::clear_has_scale() { - _has_bits_[0] &= ~0x00000002u; -} -void PowerParameter::clear_scale() { - scale_ = 1; - clear_has_scale(); -} -float PowerParameter::scale() const { - // @@protoc_insertion_point(field_get:caffe.PowerParameter.scale) - return scale_; -} -void PowerParameter::set_scale(float value) { - set_has_scale(); - scale_ = value; - // @@protoc_insertion_point(field_set:caffe.PowerParameter.scale) -} - -// optional float shift = 3 [default = 0]; -bool PowerParameter::has_shift() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -void PowerParameter::set_has_shift() { - _has_bits_[0] |= 0x00000004u; -} -void PowerParameter::clear_has_shift() { - _has_bits_[0] &= ~0x00000004u; -} -void PowerParameter::clear_shift() { - shift_ = 0; - clear_has_shift(); -} -float PowerParameter::shift() const { - // @@protoc_insertion_point(field_get:caffe.PowerParameter.shift) - return shift_; -} -void PowerParameter::set_shift(float value) { - set_has_shift(); - shift_ = value; - // @@protoc_insertion_point(field_set:caffe.PowerParameter.shift) -} - -inline const PowerParameter* PowerParameter::internal_default_instance() { - return &PowerParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int PythonParameter::kModuleFieldNumber; -const int PythonParameter::kLayerFieldNumber; -const int PythonParameter::kParamStrFieldNumber; -const int PythonParameter::kShareInParallelFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -PythonParameter::PythonParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.PythonParameter) -} - -void PythonParameter::InitAsDefaultInstance() { -} - -PythonParameter::PythonParameter(const PythonParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.PythonParameter) -} - -void PythonParameter::SharedCtor() { - _cached_size_ = 0; - module_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - layer_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - param_str_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - share_in_parallel_ = false; -} - -PythonParameter::~PythonParameter() { - // @@protoc_insertion_point(destructor:caffe.PythonParameter) - SharedDtor(); -} - -void PythonParameter::SharedDtor() { - module_.DestroyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - layer_.DestroyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - param_str_.DestroyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} - -void PythonParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* PythonParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return PythonParameter_descriptor_; -} - -const PythonParameter& PythonParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed PythonParameter_default_instance_; - -PythonParameter* PythonParameter::New(::google::protobuf::Arena* arena) const { - PythonParameter* n = new PythonParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void PythonParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.PythonParameter) - if (_has_bits_[0 / 32] & 15u) { - if (has_module()) { - module_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - if (has_layer()) { - layer_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - if (has_param_str()) { - param_str_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - share_in_parallel_ = false; - } - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool PythonParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.PythonParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional string module = 1; - case 1: { - if (tag == 10) { - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_module())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->module().data(), this->module().length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.PythonParameter.module"); - } else { - goto handle_unusual; - } - if (input->ExpectTag(18)) goto parse_layer; - break; - } - - // optional string layer = 2; - case 2: { - if (tag == 18) { - parse_layer: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_layer())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->layer().data(), this->layer().length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.PythonParameter.layer"); - } else { - goto handle_unusual; - } - if (input->ExpectTag(26)) goto parse_param_str; - break; - } - - // optional string param_str = 3 [default = ""]; - case 3: { - if (tag == 26) { - parse_param_str: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_param_str())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->param_str().data(), this->param_str().length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.PythonParameter.param_str"); - } else { - goto handle_unusual; - } - if (input->ExpectTag(32)) goto parse_share_in_parallel; - break; - } - - // optional bool share_in_parallel = 4 [default = false]; - case 4: { - if (tag == 32) { - parse_share_in_parallel: - set_has_share_in_parallel(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &share_in_parallel_))); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.PythonParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.PythonParameter) - return false; -#undef DO_ -} - -void PythonParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.PythonParameter) - // optional string module = 1; - if (has_module()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->module().data(), this->module().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.PythonParameter.module"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 1, this->module(), output); - } - - // optional string layer = 2; - if (has_layer()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->layer().data(), this->layer().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.PythonParameter.layer"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 2, this->layer(), output); - } - - // optional string param_str = 3 [default = ""]; - if (has_param_str()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->param_str().data(), this->param_str().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.PythonParameter.param_str"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 3, this->param_str(), output); - } - - // optional bool share_in_parallel = 4 [default = false]; - if (has_share_in_parallel()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(4, this->share_in_parallel(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.PythonParameter) -} - -::google::protobuf::uint8* PythonParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.PythonParameter) - // optional string module = 1; - if (has_module()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->module().data(), this->module().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.PythonParameter.module"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 1, this->module(), target); - } - - // optional string layer = 2; - if (has_layer()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->layer().data(), this->layer().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.PythonParameter.layer"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 2, this->layer(), target); - } - - // optional string param_str = 3 [default = ""]; - if (has_param_str()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->param_str().data(), this->param_str().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.PythonParameter.param_str"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 3, this->param_str(), target); - } - - // optional bool share_in_parallel = 4 [default = false]; - if (has_share_in_parallel()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(4, this->share_in_parallel(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.PythonParameter) - return target; -} - -size_t PythonParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.PythonParameter) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 15u) { - // optional string module = 1; - if (has_module()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->module()); - } - - // optional string layer = 2; - if (has_layer()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->layer()); - } - - // optional string param_str = 3 [default = ""]; - if (has_param_str()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->param_str()); - } - - // optional bool share_in_parallel = 4 [default = false]; - if (has_share_in_parallel()) { - total_size += 1 + 1; - } - - } - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void PythonParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.PythonParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const PythonParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.PythonParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.PythonParameter) - UnsafeMergeFrom(*source); - } -} - -void PythonParameter::MergeFrom(const PythonParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.PythonParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void PythonParameter::UnsafeMergeFrom(const PythonParameter& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_module()) { - set_has_module(); - module_.AssignWithDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), from.module_); - } - if (from.has_layer()) { - set_has_layer(); - layer_.AssignWithDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), from.layer_); - } - if (from.has_param_str()) { - set_has_param_str(); - param_str_.AssignWithDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), from.param_str_); - } - if (from.has_share_in_parallel()) { - set_share_in_parallel(from.share_in_parallel()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void PythonParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.PythonParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void PythonParameter::CopyFrom(const PythonParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.PythonParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool PythonParameter::IsInitialized() const { - - return true; -} - -void PythonParameter::Swap(PythonParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void PythonParameter::InternalSwap(PythonParameter* other) { - module_.Swap(&other->module_); - layer_.Swap(&other->layer_); - param_str_.Swap(&other->param_str_); - std::swap(share_in_parallel_, other->share_in_parallel_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata PythonParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = PythonParameter_descriptor_; - metadata.reflection = PythonParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// PythonParameter - -// optional string module = 1; -bool PythonParameter::has_module() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void PythonParameter::set_has_module() { - _has_bits_[0] |= 0x00000001u; -} -void PythonParameter::clear_has_module() { - _has_bits_[0] &= ~0x00000001u; -} -void PythonParameter::clear_module() { - module_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_module(); -} -const ::std::string& PythonParameter::module() const { - // @@protoc_insertion_point(field_get:caffe.PythonParameter.module) - return module_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void PythonParameter::set_module(const ::std::string& value) { - set_has_module(); - module_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.PythonParameter.module) -} -void PythonParameter::set_module(const char* value) { - set_has_module(); - module_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.PythonParameter.module) -} -void PythonParameter::set_module(const char* value, size_t size) { - set_has_module(); - module_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.PythonParameter.module) -} -::std::string* PythonParameter::mutable_module() { - set_has_module(); - // @@protoc_insertion_point(field_mutable:caffe.PythonParameter.module) - return module_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -::std::string* PythonParameter::release_module() { - // @@protoc_insertion_point(field_release:caffe.PythonParameter.module) - clear_has_module(); - return module_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void PythonParameter::set_allocated_module(::std::string* module) { - if (module != NULL) { - set_has_module(); - } else { - clear_has_module(); - } - module_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), module); - // @@protoc_insertion_point(field_set_allocated:caffe.PythonParameter.module) -} - -// optional string layer = 2; -bool PythonParameter::has_layer() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void PythonParameter::set_has_layer() { - _has_bits_[0] |= 0x00000002u; -} -void PythonParameter::clear_has_layer() { - _has_bits_[0] &= ~0x00000002u; -} -void PythonParameter::clear_layer() { - layer_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_layer(); -} -const ::std::string& PythonParameter::layer() const { - // @@protoc_insertion_point(field_get:caffe.PythonParameter.layer) - return layer_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void PythonParameter::set_layer(const ::std::string& value) { - set_has_layer(); - layer_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.PythonParameter.layer) -} -void PythonParameter::set_layer(const char* value) { - set_has_layer(); - layer_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.PythonParameter.layer) -} -void PythonParameter::set_layer(const char* value, size_t size) { - set_has_layer(); - layer_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.PythonParameter.layer) -} -::std::string* PythonParameter::mutable_layer() { - set_has_layer(); - // @@protoc_insertion_point(field_mutable:caffe.PythonParameter.layer) - return layer_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -::std::string* PythonParameter::release_layer() { - // @@protoc_insertion_point(field_release:caffe.PythonParameter.layer) - clear_has_layer(); - return layer_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void PythonParameter::set_allocated_layer(::std::string* layer) { - if (layer != NULL) { - set_has_layer(); - } else { - clear_has_layer(); - } - layer_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), layer); - // @@protoc_insertion_point(field_set_allocated:caffe.PythonParameter.layer) -} - -// optional string param_str = 3 [default = ""]; -bool PythonParameter::has_param_str() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -void PythonParameter::set_has_param_str() { - _has_bits_[0] |= 0x00000004u; -} -void PythonParameter::clear_has_param_str() { - _has_bits_[0] &= ~0x00000004u; -} -void PythonParameter::clear_param_str() { - param_str_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_param_str(); -} -const ::std::string& PythonParameter::param_str() const { - // @@protoc_insertion_point(field_get:caffe.PythonParameter.param_str) - return param_str_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void PythonParameter::set_param_str(const ::std::string& value) { - set_has_param_str(); - param_str_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.PythonParameter.param_str) -} -void PythonParameter::set_param_str(const char* value) { - set_has_param_str(); - param_str_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.PythonParameter.param_str) -} -void PythonParameter::set_param_str(const char* value, size_t size) { - set_has_param_str(); - param_str_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.PythonParameter.param_str) -} -::std::string* PythonParameter::mutable_param_str() { - set_has_param_str(); - // @@protoc_insertion_point(field_mutable:caffe.PythonParameter.param_str) - return param_str_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -::std::string* PythonParameter::release_param_str() { - // @@protoc_insertion_point(field_release:caffe.PythonParameter.param_str) - clear_has_param_str(); - return param_str_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void PythonParameter::set_allocated_param_str(::std::string* param_str) { - if (param_str != NULL) { - set_has_param_str(); - } else { - clear_has_param_str(); - } - param_str_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), param_str); - // @@protoc_insertion_point(field_set_allocated:caffe.PythonParameter.param_str) -} - -// optional bool share_in_parallel = 4 [default = false]; -bool PythonParameter::has_share_in_parallel() const { - return (_has_bits_[0] & 0x00000008u) != 0; -} -void PythonParameter::set_has_share_in_parallel() { - _has_bits_[0] |= 0x00000008u; -} -void PythonParameter::clear_has_share_in_parallel() { - _has_bits_[0] &= ~0x00000008u; -} -void PythonParameter::clear_share_in_parallel() { - share_in_parallel_ = false; - clear_has_share_in_parallel(); -} -bool PythonParameter::share_in_parallel() const { - // @@protoc_insertion_point(field_get:caffe.PythonParameter.share_in_parallel) - return share_in_parallel_; -} -void PythonParameter::set_share_in_parallel(bool value) { - set_has_share_in_parallel(); - share_in_parallel_ = value; - // @@protoc_insertion_point(field_set:caffe.PythonParameter.share_in_parallel) -} - -inline const PythonParameter* PythonParameter::internal_default_instance() { - return &PythonParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int RecurrentParameter::kNumOutputFieldNumber; -const int RecurrentParameter::kWeightFillerFieldNumber; -const int RecurrentParameter::kBiasFillerFieldNumber; -const int RecurrentParameter::kDebugInfoFieldNumber; -const int RecurrentParameter::kExposeHiddenFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -RecurrentParameter::RecurrentParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.RecurrentParameter) -} - -void RecurrentParameter::InitAsDefaultInstance() { - weight_filler_ = const_cast< ::caffe::FillerParameter*>( - ::caffe::FillerParameter::internal_default_instance()); - bias_filler_ = const_cast< ::caffe::FillerParameter*>( - ::caffe::FillerParameter::internal_default_instance()); -} - -RecurrentParameter::RecurrentParameter(const RecurrentParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.RecurrentParameter) -} - -void RecurrentParameter::SharedCtor() { - _cached_size_ = 0; - weight_filler_ = NULL; - bias_filler_ = NULL; - ::memset(&num_output_, 0, reinterpret_cast(&expose_hidden_) - - reinterpret_cast(&num_output_) + sizeof(expose_hidden_)); -} - -RecurrentParameter::~RecurrentParameter() { - // @@protoc_insertion_point(destructor:caffe.RecurrentParameter) - SharedDtor(); -} - -void RecurrentParameter::SharedDtor() { - if (this != &RecurrentParameter_default_instance_.get()) { - delete weight_filler_; - delete bias_filler_; - } -} - -void RecurrentParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* RecurrentParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return RecurrentParameter_descriptor_; -} - -const RecurrentParameter& RecurrentParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed RecurrentParameter_default_instance_; - -RecurrentParameter* RecurrentParameter::New(::google::protobuf::Arena* arena) const { - RecurrentParameter* n = new RecurrentParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void RecurrentParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.RecurrentParameter) -#if defined(__clang__) -#define ZR_HELPER_(f) \ - _Pragma("clang diagnostic push") \ - _Pragma("clang diagnostic ignored \"-Winvalid-offsetof\"") \ - __builtin_offsetof(RecurrentParameter, f) \ - _Pragma("clang diagnostic pop") -#else -#define ZR_HELPER_(f) reinterpret_cast(\ - &reinterpret_cast(16)->f) -#endif - -#define ZR_(first, last) do {\ - ::memset(&(first), 0,\ - ZR_HELPER_(last) - ZR_HELPER_(first) + sizeof(last));\ -} while (0) - - if (_has_bits_[0 / 32] & 31u) { - ZR_(num_output_, expose_hidden_); - if (has_weight_filler()) { - if (weight_filler_ != NULL) weight_filler_->::caffe::FillerParameter::Clear(); - } - if (has_bias_filler()) { - if (bias_filler_ != NULL) bias_filler_->::caffe::FillerParameter::Clear(); - } - } - -#undef ZR_HELPER_ -#undef ZR_ - - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool RecurrentParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.RecurrentParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional uint32 num_output = 1 [default = 0]; - case 1: { - if (tag == 8) { - set_has_num_output(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &num_output_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(18)) goto parse_weight_filler; - break; - } - - // optional .caffe.FillerParameter weight_filler = 2; - case 2: { - if (tag == 18) { - parse_weight_filler: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_weight_filler())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(26)) goto parse_bias_filler; - break; - } - - // optional .caffe.FillerParameter bias_filler = 3; - case 3: { - if (tag == 26) { - parse_bias_filler: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_bias_filler())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(32)) goto parse_debug_info; - break; - } - - // optional bool debug_info = 4 [default = false]; - case 4: { - if (tag == 32) { - parse_debug_info: - set_has_debug_info(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &debug_info_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(40)) goto parse_expose_hidden; - break; - } - - // optional bool expose_hidden = 5 [default = false]; - case 5: { - if (tag == 40) { - parse_expose_hidden: - set_has_expose_hidden(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &expose_hidden_))); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.RecurrentParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.RecurrentParameter) - return false; -#undef DO_ -} - -void RecurrentParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.RecurrentParameter) - // optional uint32 num_output = 1 [default = 0]; - if (has_num_output()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(1, this->num_output(), output); - } - - // optional .caffe.FillerParameter weight_filler = 2; - if (has_weight_filler()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 2, *this->weight_filler_, output); - } - - // optional .caffe.FillerParameter bias_filler = 3; - if (has_bias_filler()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 3, *this->bias_filler_, output); - } - - // optional bool debug_info = 4 [default = false]; - if (has_debug_info()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(4, this->debug_info(), output); - } - - // optional bool expose_hidden = 5 [default = false]; - if (has_expose_hidden()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(5, this->expose_hidden(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.RecurrentParameter) -} - -::google::protobuf::uint8* RecurrentParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.RecurrentParameter) - // optional uint32 num_output = 1 [default = 0]; - if (has_num_output()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(1, this->num_output(), target); - } - - // optional .caffe.FillerParameter weight_filler = 2; - if (has_weight_filler()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 2, *this->weight_filler_, false, target); - } - - // optional .caffe.FillerParameter bias_filler = 3; - if (has_bias_filler()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 3, *this->bias_filler_, false, target); - } - - // optional bool debug_info = 4 [default = false]; - if (has_debug_info()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(4, this->debug_info(), target); - } - - // optional bool expose_hidden = 5 [default = false]; - if (has_expose_hidden()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(5, this->expose_hidden(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.RecurrentParameter) - return target; -} - -size_t RecurrentParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.RecurrentParameter) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 31u) { - // optional uint32 num_output = 1 [default = 0]; - if (has_num_output()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->num_output()); - } - - // optional .caffe.FillerParameter weight_filler = 2; - if (has_weight_filler()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->weight_filler_); - } - - // optional .caffe.FillerParameter bias_filler = 3; - if (has_bias_filler()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->bias_filler_); - } - - // optional bool debug_info = 4 [default = false]; - if (has_debug_info()) { - total_size += 1 + 1; - } - - // optional bool expose_hidden = 5 [default = false]; - if (has_expose_hidden()) { - total_size += 1 + 1; - } - - } - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void RecurrentParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.RecurrentParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const RecurrentParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.RecurrentParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.RecurrentParameter) - UnsafeMergeFrom(*source); - } -} - -void RecurrentParameter::MergeFrom(const RecurrentParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.RecurrentParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void RecurrentParameter::UnsafeMergeFrom(const RecurrentParameter& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_num_output()) { - set_num_output(from.num_output()); - } - if (from.has_weight_filler()) { - mutable_weight_filler()->::caffe::FillerParameter::MergeFrom(from.weight_filler()); - } - if (from.has_bias_filler()) { - mutable_bias_filler()->::caffe::FillerParameter::MergeFrom(from.bias_filler()); - } - if (from.has_debug_info()) { - set_debug_info(from.debug_info()); - } - if (from.has_expose_hidden()) { - set_expose_hidden(from.expose_hidden()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void RecurrentParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.RecurrentParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void RecurrentParameter::CopyFrom(const RecurrentParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.RecurrentParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool RecurrentParameter::IsInitialized() const { - - return true; -} - -void RecurrentParameter::Swap(RecurrentParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void RecurrentParameter::InternalSwap(RecurrentParameter* other) { - std::swap(num_output_, other->num_output_); - std::swap(weight_filler_, other->weight_filler_); - std::swap(bias_filler_, other->bias_filler_); - std::swap(debug_info_, other->debug_info_); - std::swap(expose_hidden_, other->expose_hidden_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata RecurrentParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = RecurrentParameter_descriptor_; - metadata.reflection = RecurrentParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// RecurrentParameter - -// optional uint32 num_output = 1 [default = 0]; -bool RecurrentParameter::has_num_output() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void RecurrentParameter::set_has_num_output() { - _has_bits_[0] |= 0x00000001u; -} -void RecurrentParameter::clear_has_num_output() { - _has_bits_[0] &= ~0x00000001u; -} -void RecurrentParameter::clear_num_output() { - num_output_ = 0u; - clear_has_num_output(); -} -::google::protobuf::uint32 RecurrentParameter::num_output() const { - // @@protoc_insertion_point(field_get:caffe.RecurrentParameter.num_output) - return num_output_; -} -void RecurrentParameter::set_num_output(::google::protobuf::uint32 value) { - set_has_num_output(); - num_output_ = value; - // @@protoc_insertion_point(field_set:caffe.RecurrentParameter.num_output) -} - -// optional .caffe.FillerParameter weight_filler = 2; -bool RecurrentParameter::has_weight_filler() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void RecurrentParameter::set_has_weight_filler() { - _has_bits_[0] |= 0x00000002u; -} -void RecurrentParameter::clear_has_weight_filler() { - _has_bits_[0] &= ~0x00000002u; -} -void RecurrentParameter::clear_weight_filler() { - if (weight_filler_ != NULL) weight_filler_->::caffe::FillerParameter::Clear(); - clear_has_weight_filler(); -} -const ::caffe::FillerParameter& RecurrentParameter::weight_filler() const { - // @@protoc_insertion_point(field_get:caffe.RecurrentParameter.weight_filler) - return weight_filler_ != NULL ? *weight_filler_ - : *::caffe::FillerParameter::internal_default_instance(); -} -::caffe::FillerParameter* RecurrentParameter::mutable_weight_filler() { - set_has_weight_filler(); - if (weight_filler_ == NULL) { - weight_filler_ = new ::caffe::FillerParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.RecurrentParameter.weight_filler) - return weight_filler_; -} -::caffe::FillerParameter* RecurrentParameter::release_weight_filler() { - // @@protoc_insertion_point(field_release:caffe.RecurrentParameter.weight_filler) - clear_has_weight_filler(); - ::caffe::FillerParameter* temp = weight_filler_; - weight_filler_ = NULL; - return temp; -} -void RecurrentParameter::set_allocated_weight_filler(::caffe::FillerParameter* weight_filler) { - delete weight_filler_; - weight_filler_ = weight_filler; - if (weight_filler) { - set_has_weight_filler(); - } else { - clear_has_weight_filler(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.RecurrentParameter.weight_filler) -} - -// optional .caffe.FillerParameter bias_filler = 3; -bool RecurrentParameter::has_bias_filler() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -void RecurrentParameter::set_has_bias_filler() { - _has_bits_[0] |= 0x00000004u; -} -void RecurrentParameter::clear_has_bias_filler() { - _has_bits_[0] &= ~0x00000004u; -} -void RecurrentParameter::clear_bias_filler() { - if (bias_filler_ != NULL) bias_filler_->::caffe::FillerParameter::Clear(); - clear_has_bias_filler(); -} -const ::caffe::FillerParameter& RecurrentParameter::bias_filler() const { - // @@protoc_insertion_point(field_get:caffe.RecurrentParameter.bias_filler) - return bias_filler_ != NULL ? *bias_filler_ - : *::caffe::FillerParameter::internal_default_instance(); -} -::caffe::FillerParameter* RecurrentParameter::mutable_bias_filler() { - set_has_bias_filler(); - if (bias_filler_ == NULL) { - bias_filler_ = new ::caffe::FillerParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.RecurrentParameter.bias_filler) - return bias_filler_; -} -::caffe::FillerParameter* RecurrentParameter::release_bias_filler() { - // @@protoc_insertion_point(field_release:caffe.RecurrentParameter.bias_filler) - clear_has_bias_filler(); - ::caffe::FillerParameter* temp = bias_filler_; - bias_filler_ = NULL; - return temp; -} -void RecurrentParameter::set_allocated_bias_filler(::caffe::FillerParameter* bias_filler) { - delete bias_filler_; - bias_filler_ = bias_filler; - if (bias_filler) { - set_has_bias_filler(); - } else { - clear_has_bias_filler(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.RecurrentParameter.bias_filler) -} - -// optional bool debug_info = 4 [default = false]; -bool RecurrentParameter::has_debug_info() const { - return (_has_bits_[0] & 0x00000008u) != 0; -} -void RecurrentParameter::set_has_debug_info() { - _has_bits_[0] |= 0x00000008u; -} -void RecurrentParameter::clear_has_debug_info() { - _has_bits_[0] &= ~0x00000008u; -} -void RecurrentParameter::clear_debug_info() { - debug_info_ = false; - clear_has_debug_info(); -} -bool RecurrentParameter::debug_info() const { - // @@protoc_insertion_point(field_get:caffe.RecurrentParameter.debug_info) - return debug_info_; -} -void RecurrentParameter::set_debug_info(bool value) { - set_has_debug_info(); - debug_info_ = value; - // @@protoc_insertion_point(field_set:caffe.RecurrentParameter.debug_info) -} - -// optional bool expose_hidden = 5 [default = false]; -bool RecurrentParameter::has_expose_hidden() const { - return (_has_bits_[0] & 0x00000010u) != 0; -} -void RecurrentParameter::set_has_expose_hidden() { - _has_bits_[0] |= 0x00000010u; -} -void RecurrentParameter::clear_has_expose_hidden() { - _has_bits_[0] &= ~0x00000010u; -} -void RecurrentParameter::clear_expose_hidden() { - expose_hidden_ = false; - clear_has_expose_hidden(); -} -bool RecurrentParameter::expose_hidden() const { - // @@protoc_insertion_point(field_get:caffe.RecurrentParameter.expose_hidden) - return expose_hidden_; -} -void RecurrentParameter::set_expose_hidden(bool value) { - set_has_expose_hidden(); - expose_hidden_ = value; - // @@protoc_insertion_point(field_set:caffe.RecurrentParameter.expose_hidden) -} - -inline const RecurrentParameter* RecurrentParameter::internal_default_instance() { - return &RecurrentParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -const ::google::protobuf::EnumDescriptor* ReductionParameter_ReductionOp_descriptor() { - protobuf_AssignDescriptorsOnce(); - return ReductionParameter_ReductionOp_descriptor_; -} -bool ReductionParameter_ReductionOp_IsValid(int value) { - switch (value) { - case 1: - case 2: - case 3: - case 4: - return true; - default: - return false; - } -} - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const ReductionParameter_ReductionOp ReductionParameter::SUM; -const ReductionParameter_ReductionOp ReductionParameter::ASUM; -const ReductionParameter_ReductionOp ReductionParameter::SUMSQ; -const ReductionParameter_ReductionOp ReductionParameter::MEAN; -const ReductionParameter_ReductionOp ReductionParameter::ReductionOp_MIN; -const ReductionParameter_ReductionOp ReductionParameter::ReductionOp_MAX; -const int ReductionParameter::ReductionOp_ARRAYSIZE; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int ReductionParameter::kOperationFieldNumber; -const int ReductionParameter::kAxisFieldNumber; -const int ReductionParameter::kCoeffFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -ReductionParameter::ReductionParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.ReductionParameter) -} - -void ReductionParameter::InitAsDefaultInstance() { -} - -ReductionParameter::ReductionParameter(const ReductionParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.ReductionParameter) -} - -void ReductionParameter::SharedCtor() { - _cached_size_ = 0; - axis_ = 0; - operation_ = 1; - coeff_ = 1; -} - -ReductionParameter::~ReductionParameter() { - // @@protoc_insertion_point(destructor:caffe.ReductionParameter) - SharedDtor(); -} - -void ReductionParameter::SharedDtor() { -} - -void ReductionParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* ReductionParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return ReductionParameter_descriptor_; -} - -const ReductionParameter& ReductionParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed ReductionParameter_default_instance_; - -ReductionParameter* ReductionParameter::New(::google::protobuf::Arena* arena) const { - ReductionParameter* n = new ReductionParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void ReductionParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.ReductionParameter) - if (_has_bits_[0 / 32] & 7u) { - operation_ = 1; - axis_ = 0; - coeff_ = 1; - } - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool ReductionParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.ReductionParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional .caffe.ReductionParameter.ReductionOp operation = 1 [default = SUM]; - case 1: { - if (tag == 8) { - int value; - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - int, ::google::protobuf::internal::WireFormatLite::TYPE_ENUM>( - input, &value))); - if (::caffe::ReductionParameter_ReductionOp_IsValid(value)) { - set_operation(static_cast< ::caffe::ReductionParameter_ReductionOp >(value)); - } else { - mutable_unknown_fields()->AddVarint(1, value); - } - } else { - goto handle_unusual; - } - if (input->ExpectTag(16)) goto parse_axis; - break; - } - - // optional int32 axis = 2 [default = 0]; - case 2: { - if (tag == 16) { - parse_axis: - set_has_axis(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &axis_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(29)) goto parse_coeff; - break; - } - - // optional float coeff = 3 [default = 1]; - case 3: { - if (tag == 29) { - parse_coeff: - set_has_coeff(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &coeff_))); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.ReductionParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.ReductionParameter) - return false; -#undef DO_ -} - -void ReductionParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.ReductionParameter) - // optional .caffe.ReductionParameter.ReductionOp operation = 1 [default = SUM]; - if (has_operation()) { - ::google::protobuf::internal::WireFormatLite::WriteEnum( - 1, this->operation(), output); - } - - // optional int32 axis = 2 [default = 0]; - if (has_axis()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(2, this->axis(), output); - } - - // optional float coeff = 3 [default = 1]; - if (has_coeff()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(3, this->coeff(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.ReductionParameter) -} - -::google::protobuf::uint8* ReductionParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.ReductionParameter) - // optional .caffe.ReductionParameter.ReductionOp operation = 1 [default = SUM]; - if (has_operation()) { - target = ::google::protobuf::internal::WireFormatLite::WriteEnumToArray( - 1, this->operation(), target); - } - - // optional int32 axis = 2 [default = 0]; - if (has_axis()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(2, this->axis(), target); - } - - // optional float coeff = 3 [default = 1]; - if (has_coeff()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(3, this->coeff(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.ReductionParameter) - return target; -} - -size_t ReductionParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.ReductionParameter) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 7u) { - // optional .caffe.ReductionParameter.ReductionOp operation = 1 [default = SUM]; - if (has_operation()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::EnumSize(this->operation()); - } - - // optional int32 axis = 2 [default = 0]; - if (has_axis()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->axis()); - } - - // optional float coeff = 3 [default = 1]; - if (has_coeff()) { - total_size += 1 + 4; - } - - } - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void ReductionParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.ReductionParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const ReductionParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.ReductionParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.ReductionParameter) - UnsafeMergeFrom(*source); - } -} - -void ReductionParameter::MergeFrom(const ReductionParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.ReductionParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void ReductionParameter::UnsafeMergeFrom(const ReductionParameter& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_operation()) { - set_operation(from.operation()); - } - if (from.has_axis()) { - set_axis(from.axis()); - } - if (from.has_coeff()) { - set_coeff(from.coeff()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void ReductionParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.ReductionParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void ReductionParameter::CopyFrom(const ReductionParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.ReductionParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool ReductionParameter::IsInitialized() const { - - return true; -} - -void ReductionParameter::Swap(ReductionParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void ReductionParameter::InternalSwap(ReductionParameter* other) { - std::swap(operation_, other->operation_); - std::swap(axis_, other->axis_); - std::swap(coeff_, other->coeff_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata ReductionParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = ReductionParameter_descriptor_; - metadata.reflection = ReductionParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// ReductionParameter - -// optional .caffe.ReductionParameter.ReductionOp operation = 1 [default = SUM]; -bool ReductionParameter::has_operation() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void ReductionParameter::set_has_operation() { - _has_bits_[0] |= 0x00000001u; -} -void ReductionParameter::clear_has_operation() { - _has_bits_[0] &= ~0x00000001u; -} -void ReductionParameter::clear_operation() { - operation_ = 1; - clear_has_operation(); -} -::caffe::ReductionParameter_ReductionOp ReductionParameter::operation() const { - // @@protoc_insertion_point(field_get:caffe.ReductionParameter.operation) - return static_cast< ::caffe::ReductionParameter_ReductionOp >(operation_); -} -void ReductionParameter::set_operation(::caffe::ReductionParameter_ReductionOp value) { - assert(::caffe::ReductionParameter_ReductionOp_IsValid(value)); - set_has_operation(); - operation_ = value; - // @@protoc_insertion_point(field_set:caffe.ReductionParameter.operation) -} - -// optional int32 axis = 2 [default = 0]; -bool ReductionParameter::has_axis() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void ReductionParameter::set_has_axis() { - _has_bits_[0] |= 0x00000002u; -} -void ReductionParameter::clear_has_axis() { - _has_bits_[0] &= ~0x00000002u; -} -void ReductionParameter::clear_axis() { - axis_ = 0; - clear_has_axis(); -} -::google::protobuf::int32 ReductionParameter::axis() const { - // @@protoc_insertion_point(field_get:caffe.ReductionParameter.axis) - return axis_; -} -void ReductionParameter::set_axis(::google::protobuf::int32 value) { - set_has_axis(); - axis_ = value; - // @@protoc_insertion_point(field_set:caffe.ReductionParameter.axis) -} - -// optional float coeff = 3 [default = 1]; -bool ReductionParameter::has_coeff() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -void ReductionParameter::set_has_coeff() { - _has_bits_[0] |= 0x00000004u; -} -void ReductionParameter::clear_has_coeff() { - _has_bits_[0] &= ~0x00000004u; -} -void ReductionParameter::clear_coeff() { - coeff_ = 1; - clear_has_coeff(); -} -float ReductionParameter::coeff() const { - // @@protoc_insertion_point(field_get:caffe.ReductionParameter.coeff) - return coeff_; -} -void ReductionParameter::set_coeff(float value) { - set_has_coeff(); - coeff_ = value; - // @@protoc_insertion_point(field_set:caffe.ReductionParameter.coeff) -} - -inline const ReductionParameter* ReductionParameter::internal_default_instance() { - return &ReductionParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -const ::google::protobuf::EnumDescriptor* ReLUParameter_Engine_descriptor() { - protobuf_AssignDescriptorsOnce(); - return ReLUParameter_Engine_descriptor_; -} -bool ReLUParameter_Engine_IsValid(int value) { - switch (value) { - case 0: - case 1: - case 2: - return true; - default: - return false; - } -} - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const ReLUParameter_Engine ReLUParameter::DEFAULT; -const ReLUParameter_Engine ReLUParameter::CAFFE; -const ReLUParameter_Engine ReLUParameter::CUDNN; -const ReLUParameter_Engine ReLUParameter::Engine_MIN; -const ReLUParameter_Engine ReLUParameter::Engine_MAX; -const int ReLUParameter::Engine_ARRAYSIZE; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int ReLUParameter::kNegativeSlopeFieldNumber; -const int ReLUParameter::kEngineFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -ReLUParameter::ReLUParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.ReLUParameter) -} - -void ReLUParameter::InitAsDefaultInstance() { -} - -ReLUParameter::ReLUParameter(const ReLUParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.ReLUParameter) -} - -void ReLUParameter::SharedCtor() { - _cached_size_ = 0; - ::memset(&negative_slope_, 0, reinterpret_cast(&engine_) - - reinterpret_cast(&negative_slope_) + sizeof(engine_)); -} - -ReLUParameter::~ReLUParameter() { - // @@protoc_insertion_point(destructor:caffe.ReLUParameter) - SharedDtor(); -} - -void ReLUParameter::SharedDtor() { -} - -void ReLUParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* ReLUParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return ReLUParameter_descriptor_; -} - -const ReLUParameter& ReLUParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed ReLUParameter_default_instance_; - -ReLUParameter* ReLUParameter::New(::google::protobuf::Arena* arena) const { - ReLUParameter* n = new ReLUParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void ReLUParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.ReLUParameter) -#if defined(__clang__) -#define ZR_HELPER_(f) \ - _Pragma("clang diagnostic push") \ - _Pragma("clang diagnostic ignored \"-Winvalid-offsetof\"") \ - __builtin_offsetof(ReLUParameter, f) \ - _Pragma("clang diagnostic pop") -#else -#define ZR_HELPER_(f) reinterpret_cast(\ - &reinterpret_cast(16)->f) -#endif - -#define ZR_(first, last) do {\ - ::memset(&(first), 0,\ - ZR_HELPER_(last) - ZR_HELPER_(first) + sizeof(last));\ -} while (0) - - ZR_(negative_slope_, engine_); - -#undef ZR_HELPER_ -#undef ZR_ - - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool ReLUParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.ReLUParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional float negative_slope = 1 [default = 0]; - case 1: { - if (tag == 13) { - set_has_negative_slope(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &negative_slope_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(16)) goto parse_engine; - break; - } - - // optional .caffe.ReLUParameter.Engine engine = 2 [default = DEFAULT]; - case 2: { - if (tag == 16) { - parse_engine: - int value; - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - int, ::google::protobuf::internal::WireFormatLite::TYPE_ENUM>( - input, &value))); - if (::caffe::ReLUParameter_Engine_IsValid(value)) { - set_engine(static_cast< ::caffe::ReLUParameter_Engine >(value)); - } else { - mutable_unknown_fields()->AddVarint(2, value); - } - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.ReLUParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.ReLUParameter) - return false; -#undef DO_ -} - -void ReLUParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.ReLUParameter) - // optional float negative_slope = 1 [default = 0]; - if (has_negative_slope()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(1, this->negative_slope(), output); - } - - // optional .caffe.ReLUParameter.Engine engine = 2 [default = DEFAULT]; - if (has_engine()) { - ::google::protobuf::internal::WireFormatLite::WriteEnum( - 2, this->engine(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.ReLUParameter) -} - -::google::protobuf::uint8* ReLUParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.ReLUParameter) - // optional float negative_slope = 1 [default = 0]; - if (has_negative_slope()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(1, this->negative_slope(), target); - } - - // optional .caffe.ReLUParameter.Engine engine = 2 [default = DEFAULT]; - if (has_engine()) { - target = ::google::protobuf::internal::WireFormatLite::WriteEnumToArray( - 2, this->engine(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.ReLUParameter) - return target; -} - -size_t ReLUParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.ReLUParameter) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 3u) { - // optional float negative_slope = 1 [default = 0]; - if (has_negative_slope()) { - total_size += 1 + 4; - } - - // optional .caffe.ReLUParameter.Engine engine = 2 [default = DEFAULT]; - if (has_engine()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::EnumSize(this->engine()); - } - - } - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void ReLUParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.ReLUParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const ReLUParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.ReLUParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.ReLUParameter) - UnsafeMergeFrom(*source); - } -} - -void ReLUParameter::MergeFrom(const ReLUParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.ReLUParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void ReLUParameter::UnsafeMergeFrom(const ReLUParameter& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_negative_slope()) { - set_negative_slope(from.negative_slope()); - } - if (from.has_engine()) { - set_engine(from.engine()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void ReLUParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.ReLUParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void ReLUParameter::CopyFrom(const ReLUParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.ReLUParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool ReLUParameter::IsInitialized() const { - - return true; -} - -void ReLUParameter::Swap(ReLUParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void ReLUParameter::InternalSwap(ReLUParameter* other) { - std::swap(negative_slope_, other->negative_slope_); - std::swap(engine_, other->engine_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata ReLUParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = ReLUParameter_descriptor_; - metadata.reflection = ReLUParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// ReLUParameter - -// optional float negative_slope = 1 [default = 0]; -bool ReLUParameter::has_negative_slope() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void ReLUParameter::set_has_negative_slope() { - _has_bits_[0] |= 0x00000001u; -} -void ReLUParameter::clear_has_negative_slope() { - _has_bits_[0] &= ~0x00000001u; -} -void ReLUParameter::clear_negative_slope() { - negative_slope_ = 0; - clear_has_negative_slope(); -} -float ReLUParameter::negative_slope() const { - // @@protoc_insertion_point(field_get:caffe.ReLUParameter.negative_slope) - return negative_slope_; -} -void ReLUParameter::set_negative_slope(float value) { - set_has_negative_slope(); - negative_slope_ = value; - // @@protoc_insertion_point(field_set:caffe.ReLUParameter.negative_slope) -} - -// optional .caffe.ReLUParameter.Engine engine = 2 [default = DEFAULT]; -bool ReLUParameter::has_engine() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void ReLUParameter::set_has_engine() { - _has_bits_[0] |= 0x00000002u; -} -void ReLUParameter::clear_has_engine() { - _has_bits_[0] &= ~0x00000002u; -} -void ReLUParameter::clear_engine() { - engine_ = 0; - clear_has_engine(); -} -::caffe::ReLUParameter_Engine ReLUParameter::engine() const { - // @@protoc_insertion_point(field_get:caffe.ReLUParameter.engine) - return static_cast< ::caffe::ReLUParameter_Engine >(engine_); -} -void ReLUParameter::set_engine(::caffe::ReLUParameter_Engine value) { - assert(::caffe::ReLUParameter_Engine_IsValid(value)); - set_has_engine(); - engine_ = value; - // @@protoc_insertion_point(field_set:caffe.ReLUParameter.engine) -} - -inline const ReLUParameter* ReLUParameter::internal_default_instance() { - return &ReLUParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int ReshapeParameter::kShapeFieldNumber; -const int ReshapeParameter::kAxisFieldNumber; -const int ReshapeParameter::kNumAxesFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -ReshapeParameter::ReshapeParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.ReshapeParameter) -} - -void ReshapeParameter::InitAsDefaultInstance() { - shape_ = const_cast< ::caffe::BlobShape*>( - ::caffe::BlobShape::internal_default_instance()); -} - -ReshapeParameter::ReshapeParameter(const ReshapeParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.ReshapeParameter) -} - -void ReshapeParameter::SharedCtor() { - _cached_size_ = 0; - shape_ = NULL; - axis_ = 0; - num_axes_ = -1; -} - -ReshapeParameter::~ReshapeParameter() { - // @@protoc_insertion_point(destructor:caffe.ReshapeParameter) - SharedDtor(); -} - -void ReshapeParameter::SharedDtor() { - if (this != &ReshapeParameter_default_instance_.get()) { - delete shape_; - } -} - -void ReshapeParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* ReshapeParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return ReshapeParameter_descriptor_; -} - -const ReshapeParameter& ReshapeParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed ReshapeParameter_default_instance_; - -ReshapeParameter* ReshapeParameter::New(::google::protobuf::Arena* arena) const { - ReshapeParameter* n = new ReshapeParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void ReshapeParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.ReshapeParameter) - if (_has_bits_[0 / 32] & 7u) { - if (has_shape()) { - if (shape_ != NULL) shape_->::caffe::BlobShape::Clear(); - } - axis_ = 0; - num_axes_ = -1; - } - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool ReshapeParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.ReshapeParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional .caffe.BlobShape shape = 1; - case 1: { - if (tag == 10) { - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_shape())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(16)) goto parse_axis; - break; - } - - // optional int32 axis = 2 [default = 0]; - case 2: { - if (tag == 16) { - parse_axis: - set_has_axis(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &axis_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(24)) goto parse_num_axes; - break; - } - - // optional int32 num_axes = 3 [default = -1]; - case 3: { - if (tag == 24) { - parse_num_axes: - set_has_num_axes(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &num_axes_))); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.ReshapeParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.ReshapeParameter) - return false; -#undef DO_ -} - -void ReshapeParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.ReshapeParameter) - // optional .caffe.BlobShape shape = 1; - if (has_shape()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 1, *this->shape_, output); - } - - // optional int32 axis = 2 [default = 0]; - if (has_axis()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(2, this->axis(), output); - } - - // optional int32 num_axes = 3 [default = -1]; - if (has_num_axes()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(3, this->num_axes(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.ReshapeParameter) -} - -::google::protobuf::uint8* ReshapeParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.ReshapeParameter) - // optional .caffe.BlobShape shape = 1; - if (has_shape()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 1, *this->shape_, false, target); - } - - // optional int32 axis = 2 [default = 0]; - if (has_axis()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(2, this->axis(), target); - } - - // optional int32 num_axes = 3 [default = -1]; - if (has_num_axes()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(3, this->num_axes(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.ReshapeParameter) - return target; -} - -size_t ReshapeParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.ReshapeParameter) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 7u) { - // optional .caffe.BlobShape shape = 1; - if (has_shape()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->shape_); - } - - // optional int32 axis = 2 [default = 0]; - if (has_axis()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->axis()); - } - - // optional int32 num_axes = 3 [default = -1]; - if (has_num_axes()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->num_axes()); - } - - } - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void ReshapeParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.ReshapeParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const ReshapeParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.ReshapeParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.ReshapeParameter) - UnsafeMergeFrom(*source); - } -} - -void ReshapeParameter::MergeFrom(const ReshapeParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.ReshapeParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void ReshapeParameter::UnsafeMergeFrom(const ReshapeParameter& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_shape()) { - mutable_shape()->::caffe::BlobShape::MergeFrom(from.shape()); - } - if (from.has_axis()) { - set_axis(from.axis()); - } - if (from.has_num_axes()) { - set_num_axes(from.num_axes()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void ReshapeParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.ReshapeParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void ReshapeParameter::CopyFrom(const ReshapeParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.ReshapeParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool ReshapeParameter::IsInitialized() const { - - return true; -} - -void ReshapeParameter::Swap(ReshapeParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void ReshapeParameter::InternalSwap(ReshapeParameter* other) { - std::swap(shape_, other->shape_); - std::swap(axis_, other->axis_); - std::swap(num_axes_, other->num_axes_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata ReshapeParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = ReshapeParameter_descriptor_; - metadata.reflection = ReshapeParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// ReshapeParameter - -// optional .caffe.BlobShape shape = 1; -bool ReshapeParameter::has_shape() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void ReshapeParameter::set_has_shape() { - _has_bits_[0] |= 0x00000001u; -} -void ReshapeParameter::clear_has_shape() { - _has_bits_[0] &= ~0x00000001u; -} -void ReshapeParameter::clear_shape() { - if (shape_ != NULL) shape_->::caffe::BlobShape::Clear(); - clear_has_shape(); -} -const ::caffe::BlobShape& ReshapeParameter::shape() const { - // @@protoc_insertion_point(field_get:caffe.ReshapeParameter.shape) - return shape_ != NULL ? *shape_ - : *::caffe::BlobShape::internal_default_instance(); -} -::caffe::BlobShape* ReshapeParameter::mutable_shape() { - set_has_shape(); - if (shape_ == NULL) { - shape_ = new ::caffe::BlobShape; - } - // @@protoc_insertion_point(field_mutable:caffe.ReshapeParameter.shape) - return shape_; -} -::caffe::BlobShape* ReshapeParameter::release_shape() { - // @@protoc_insertion_point(field_release:caffe.ReshapeParameter.shape) - clear_has_shape(); - ::caffe::BlobShape* temp = shape_; - shape_ = NULL; - return temp; -} -void ReshapeParameter::set_allocated_shape(::caffe::BlobShape* shape) { - delete shape_; - shape_ = shape; - if (shape) { - set_has_shape(); - } else { - clear_has_shape(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.ReshapeParameter.shape) -} - -// optional int32 axis = 2 [default = 0]; -bool ReshapeParameter::has_axis() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void ReshapeParameter::set_has_axis() { - _has_bits_[0] |= 0x00000002u; -} -void ReshapeParameter::clear_has_axis() { - _has_bits_[0] &= ~0x00000002u; -} -void ReshapeParameter::clear_axis() { - axis_ = 0; - clear_has_axis(); -} -::google::protobuf::int32 ReshapeParameter::axis() const { - // @@protoc_insertion_point(field_get:caffe.ReshapeParameter.axis) - return axis_; -} -void ReshapeParameter::set_axis(::google::protobuf::int32 value) { - set_has_axis(); - axis_ = value; - // @@protoc_insertion_point(field_set:caffe.ReshapeParameter.axis) -} - -// optional int32 num_axes = 3 [default = -1]; -bool ReshapeParameter::has_num_axes() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -void ReshapeParameter::set_has_num_axes() { - _has_bits_[0] |= 0x00000004u; -} -void ReshapeParameter::clear_has_num_axes() { - _has_bits_[0] &= ~0x00000004u; -} -void ReshapeParameter::clear_num_axes() { - num_axes_ = -1; - clear_has_num_axes(); -} -::google::protobuf::int32 ReshapeParameter::num_axes() const { - // @@protoc_insertion_point(field_get:caffe.ReshapeParameter.num_axes) - return num_axes_; -} -void ReshapeParameter::set_num_axes(::google::protobuf::int32 value) { - set_has_num_axes(); - num_axes_ = value; - // @@protoc_insertion_point(field_set:caffe.ReshapeParameter.num_axes) -} - -inline const ReshapeParameter* ReshapeParameter::internal_default_instance() { - return &ReshapeParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int ScaleParameter::kAxisFieldNumber; -const int ScaleParameter::kNumAxesFieldNumber; -const int ScaleParameter::kFillerFieldNumber; -const int ScaleParameter::kBiasTermFieldNumber; -const int ScaleParameter::kBiasFillerFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -ScaleParameter::ScaleParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.ScaleParameter) -} - -void ScaleParameter::InitAsDefaultInstance() { - filler_ = const_cast< ::caffe::FillerParameter*>( - ::caffe::FillerParameter::internal_default_instance()); - bias_filler_ = const_cast< ::caffe::FillerParameter*>( - ::caffe::FillerParameter::internal_default_instance()); -} - -ScaleParameter::ScaleParameter(const ScaleParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.ScaleParameter) -} - -void ScaleParameter::SharedCtor() { - _cached_size_ = 0; - filler_ = NULL; - bias_filler_ = NULL; - bias_term_ = false; - axis_ = 1; - num_axes_ = 1; -} - -ScaleParameter::~ScaleParameter() { - // @@protoc_insertion_point(destructor:caffe.ScaleParameter) - SharedDtor(); -} - -void ScaleParameter::SharedDtor() { - if (this != &ScaleParameter_default_instance_.get()) { - delete filler_; - delete bias_filler_; - } -} - -void ScaleParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* ScaleParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return ScaleParameter_descriptor_; -} - -const ScaleParameter& ScaleParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed ScaleParameter_default_instance_; - -ScaleParameter* ScaleParameter::New(::google::protobuf::Arena* arena) const { - ScaleParameter* n = new ScaleParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void ScaleParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.ScaleParameter) - if (_has_bits_[0 / 32] & 31u) { - axis_ = 1; - num_axes_ = 1; - if (has_filler()) { - if (filler_ != NULL) filler_->::caffe::FillerParameter::Clear(); - } - bias_term_ = false; - if (has_bias_filler()) { - if (bias_filler_ != NULL) bias_filler_->::caffe::FillerParameter::Clear(); - } - } - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool ScaleParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.ScaleParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional int32 axis = 1 [default = 1]; - case 1: { - if (tag == 8) { - set_has_axis(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &axis_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(16)) goto parse_num_axes; - break; - } - - // optional int32 num_axes = 2 [default = 1]; - case 2: { - if (tag == 16) { - parse_num_axes: - set_has_num_axes(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &num_axes_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(26)) goto parse_filler; - break; - } - - // optional .caffe.FillerParameter filler = 3; - case 3: { - if (tag == 26) { - parse_filler: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_filler())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(32)) goto parse_bias_term; - break; - } - - // optional bool bias_term = 4 [default = false]; - case 4: { - if (tag == 32) { - parse_bias_term: - set_has_bias_term(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &bias_term_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(42)) goto parse_bias_filler; - break; - } - - // optional .caffe.FillerParameter bias_filler = 5; - case 5: { - if (tag == 42) { - parse_bias_filler: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_bias_filler())); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.ScaleParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.ScaleParameter) - return false; -#undef DO_ -} - -void ScaleParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.ScaleParameter) - // optional int32 axis = 1 [default = 1]; - if (has_axis()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(1, this->axis(), output); - } - - // optional int32 num_axes = 2 [default = 1]; - if (has_num_axes()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(2, this->num_axes(), output); - } - - // optional .caffe.FillerParameter filler = 3; - if (has_filler()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 3, *this->filler_, output); - } - - // optional bool bias_term = 4 [default = false]; - if (has_bias_term()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(4, this->bias_term(), output); - } - - // optional .caffe.FillerParameter bias_filler = 5; - if (has_bias_filler()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 5, *this->bias_filler_, output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.ScaleParameter) -} - -::google::protobuf::uint8* ScaleParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.ScaleParameter) - // optional int32 axis = 1 [default = 1]; - if (has_axis()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(1, this->axis(), target); - } - - // optional int32 num_axes = 2 [default = 1]; - if (has_num_axes()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(2, this->num_axes(), target); - } - - // optional .caffe.FillerParameter filler = 3; - if (has_filler()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 3, *this->filler_, false, target); - } - - // optional bool bias_term = 4 [default = false]; - if (has_bias_term()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(4, this->bias_term(), target); - } - - // optional .caffe.FillerParameter bias_filler = 5; - if (has_bias_filler()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 5, *this->bias_filler_, false, target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.ScaleParameter) - return target; -} - -size_t ScaleParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.ScaleParameter) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 31u) { - // optional int32 axis = 1 [default = 1]; - if (has_axis()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->axis()); - } - - // optional int32 num_axes = 2 [default = 1]; - if (has_num_axes()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->num_axes()); - } - - // optional .caffe.FillerParameter filler = 3; - if (has_filler()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->filler_); - } - - // optional bool bias_term = 4 [default = false]; - if (has_bias_term()) { - total_size += 1 + 1; - } - - // optional .caffe.FillerParameter bias_filler = 5; - if (has_bias_filler()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->bias_filler_); - } - - } - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void ScaleParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.ScaleParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const ScaleParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.ScaleParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.ScaleParameter) - UnsafeMergeFrom(*source); - } -} - -void ScaleParameter::MergeFrom(const ScaleParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.ScaleParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void ScaleParameter::UnsafeMergeFrom(const ScaleParameter& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_axis()) { - set_axis(from.axis()); - } - if (from.has_num_axes()) { - set_num_axes(from.num_axes()); - } - if (from.has_filler()) { - mutable_filler()->::caffe::FillerParameter::MergeFrom(from.filler()); - } - if (from.has_bias_term()) { - set_bias_term(from.bias_term()); - } - if (from.has_bias_filler()) { - mutable_bias_filler()->::caffe::FillerParameter::MergeFrom(from.bias_filler()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void ScaleParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.ScaleParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void ScaleParameter::CopyFrom(const ScaleParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.ScaleParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool ScaleParameter::IsInitialized() const { - - return true; -} - -void ScaleParameter::Swap(ScaleParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void ScaleParameter::InternalSwap(ScaleParameter* other) { - std::swap(axis_, other->axis_); - std::swap(num_axes_, other->num_axes_); - std::swap(filler_, other->filler_); - std::swap(bias_term_, other->bias_term_); - std::swap(bias_filler_, other->bias_filler_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata ScaleParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = ScaleParameter_descriptor_; - metadata.reflection = ScaleParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// ScaleParameter - -// optional int32 axis = 1 [default = 1]; -bool ScaleParameter::has_axis() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void ScaleParameter::set_has_axis() { - _has_bits_[0] |= 0x00000001u; -} -void ScaleParameter::clear_has_axis() { - _has_bits_[0] &= ~0x00000001u; -} -void ScaleParameter::clear_axis() { - axis_ = 1; - clear_has_axis(); -} -::google::protobuf::int32 ScaleParameter::axis() const { - // @@protoc_insertion_point(field_get:caffe.ScaleParameter.axis) - return axis_; -} -void ScaleParameter::set_axis(::google::protobuf::int32 value) { - set_has_axis(); - axis_ = value; - // @@protoc_insertion_point(field_set:caffe.ScaleParameter.axis) -} - -// optional int32 num_axes = 2 [default = 1]; -bool ScaleParameter::has_num_axes() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void ScaleParameter::set_has_num_axes() { - _has_bits_[0] |= 0x00000002u; -} -void ScaleParameter::clear_has_num_axes() { - _has_bits_[0] &= ~0x00000002u; -} -void ScaleParameter::clear_num_axes() { - num_axes_ = 1; - clear_has_num_axes(); -} -::google::protobuf::int32 ScaleParameter::num_axes() const { - // @@protoc_insertion_point(field_get:caffe.ScaleParameter.num_axes) - return num_axes_; -} -void ScaleParameter::set_num_axes(::google::protobuf::int32 value) { - set_has_num_axes(); - num_axes_ = value; - // @@protoc_insertion_point(field_set:caffe.ScaleParameter.num_axes) -} - -// optional .caffe.FillerParameter filler = 3; -bool ScaleParameter::has_filler() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -void ScaleParameter::set_has_filler() { - _has_bits_[0] |= 0x00000004u; -} -void ScaleParameter::clear_has_filler() { - _has_bits_[0] &= ~0x00000004u; -} -void ScaleParameter::clear_filler() { - if (filler_ != NULL) filler_->::caffe::FillerParameter::Clear(); - clear_has_filler(); -} -const ::caffe::FillerParameter& ScaleParameter::filler() const { - // @@protoc_insertion_point(field_get:caffe.ScaleParameter.filler) - return filler_ != NULL ? *filler_ - : *::caffe::FillerParameter::internal_default_instance(); -} -::caffe::FillerParameter* ScaleParameter::mutable_filler() { - set_has_filler(); - if (filler_ == NULL) { - filler_ = new ::caffe::FillerParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.ScaleParameter.filler) - return filler_; -} -::caffe::FillerParameter* ScaleParameter::release_filler() { - // @@protoc_insertion_point(field_release:caffe.ScaleParameter.filler) - clear_has_filler(); - ::caffe::FillerParameter* temp = filler_; - filler_ = NULL; - return temp; -} -void ScaleParameter::set_allocated_filler(::caffe::FillerParameter* filler) { - delete filler_; - filler_ = filler; - if (filler) { - set_has_filler(); - } else { - clear_has_filler(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.ScaleParameter.filler) -} - -// optional bool bias_term = 4 [default = false]; -bool ScaleParameter::has_bias_term() const { - return (_has_bits_[0] & 0x00000008u) != 0; -} -void ScaleParameter::set_has_bias_term() { - _has_bits_[0] |= 0x00000008u; -} -void ScaleParameter::clear_has_bias_term() { - _has_bits_[0] &= ~0x00000008u; -} -void ScaleParameter::clear_bias_term() { - bias_term_ = false; - clear_has_bias_term(); -} -bool ScaleParameter::bias_term() const { - // @@protoc_insertion_point(field_get:caffe.ScaleParameter.bias_term) - return bias_term_; -} -void ScaleParameter::set_bias_term(bool value) { - set_has_bias_term(); - bias_term_ = value; - // @@protoc_insertion_point(field_set:caffe.ScaleParameter.bias_term) -} - -// optional .caffe.FillerParameter bias_filler = 5; -bool ScaleParameter::has_bias_filler() const { - return (_has_bits_[0] & 0x00000010u) != 0; -} -void ScaleParameter::set_has_bias_filler() { - _has_bits_[0] |= 0x00000010u; -} -void ScaleParameter::clear_has_bias_filler() { - _has_bits_[0] &= ~0x00000010u; -} -void ScaleParameter::clear_bias_filler() { - if (bias_filler_ != NULL) bias_filler_->::caffe::FillerParameter::Clear(); - clear_has_bias_filler(); -} -const ::caffe::FillerParameter& ScaleParameter::bias_filler() const { - // @@protoc_insertion_point(field_get:caffe.ScaleParameter.bias_filler) - return bias_filler_ != NULL ? *bias_filler_ - : *::caffe::FillerParameter::internal_default_instance(); -} -::caffe::FillerParameter* ScaleParameter::mutable_bias_filler() { - set_has_bias_filler(); - if (bias_filler_ == NULL) { - bias_filler_ = new ::caffe::FillerParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.ScaleParameter.bias_filler) - return bias_filler_; -} -::caffe::FillerParameter* ScaleParameter::release_bias_filler() { - // @@protoc_insertion_point(field_release:caffe.ScaleParameter.bias_filler) - clear_has_bias_filler(); - ::caffe::FillerParameter* temp = bias_filler_; - bias_filler_ = NULL; - return temp; -} -void ScaleParameter::set_allocated_bias_filler(::caffe::FillerParameter* bias_filler) { - delete bias_filler_; - bias_filler_ = bias_filler; - if (bias_filler) { - set_has_bias_filler(); - } else { - clear_has_bias_filler(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.ScaleParameter.bias_filler) -} - -inline const ScaleParameter* ScaleParameter::internal_default_instance() { - return &ScaleParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -const ::google::protobuf::EnumDescriptor* SigmoidParameter_Engine_descriptor() { - protobuf_AssignDescriptorsOnce(); - return SigmoidParameter_Engine_descriptor_; -} -bool SigmoidParameter_Engine_IsValid(int value) { - switch (value) { - case 0: - case 1: - case 2: - return true; - default: - return false; - } -} - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const SigmoidParameter_Engine SigmoidParameter::DEFAULT; -const SigmoidParameter_Engine SigmoidParameter::CAFFE; -const SigmoidParameter_Engine SigmoidParameter::CUDNN; -const SigmoidParameter_Engine SigmoidParameter::Engine_MIN; -const SigmoidParameter_Engine SigmoidParameter::Engine_MAX; -const int SigmoidParameter::Engine_ARRAYSIZE; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int SigmoidParameter::kEngineFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -SigmoidParameter::SigmoidParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.SigmoidParameter) -} - -void SigmoidParameter::InitAsDefaultInstance() { -} - -SigmoidParameter::SigmoidParameter(const SigmoidParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.SigmoidParameter) -} - -void SigmoidParameter::SharedCtor() { - _cached_size_ = 0; - engine_ = 0; -} - -SigmoidParameter::~SigmoidParameter() { - // @@protoc_insertion_point(destructor:caffe.SigmoidParameter) - SharedDtor(); -} - -void SigmoidParameter::SharedDtor() { -} - -void SigmoidParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* SigmoidParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return SigmoidParameter_descriptor_; -} - -const SigmoidParameter& SigmoidParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed SigmoidParameter_default_instance_; - -SigmoidParameter* SigmoidParameter::New(::google::protobuf::Arena* arena) const { - SigmoidParameter* n = new SigmoidParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void SigmoidParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.SigmoidParameter) - engine_ = 0; - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool SigmoidParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.SigmoidParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional .caffe.SigmoidParameter.Engine engine = 1 [default = DEFAULT]; - case 1: { - if (tag == 8) { - int value; - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - int, ::google::protobuf::internal::WireFormatLite::TYPE_ENUM>( - input, &value))); - if (::caffe::SigmoidParameter_Engine_IsValid(value)) { - set_engine(static_cast< ::caffe::SigmoidParameter_Engine >(value)); - } else { - mutable_unknown_fields()->AddVarint(1, value); - } - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.SigmoidParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.SigmoidParameter) - return false; -#undef DO_ -} - -void SigmoidParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.SigmoidParameter) - // optional .caffe.SigmoidParameter.Engine engine = 1 [default = DEFAULT]; - if (has_engine()) { - ::google::protobuf::internal::WireFormatLite::WriteEnum( - 1, this->engine(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.SigmoidParameter) -} - -::google::protobuf::uint8* SigmoidParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.SigmoidParameter) - // optional .caffe.SigmoidParameter.Engine engine = 1 [default = DEFAULT]; - if (has_engine()) { - target = ::google::protobuf::internal::WireFormatLite::WriteEnumToArray( - 1, this->engine(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.SigmoidParameter) - return target; -} - -size_t SigmoidParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.SigmoidParameter) - size_t total_size = 0; - - // optional .caffe.SigmoidParameter.Engine engine = 1 [default = DEFAULT]; - if (has_engine()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::EnumSize(this->engine()); - } - - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void SigmoidParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.SigmoidParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const SigmoidParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.SigmoidParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.SigmoidParameter) - UnsafeMergeFrom(*source); - } -} - -void SigmoidParameter::MergeFrom(const SigmoidParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.SigmoidParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void SigmoidParameter::UnsafeMergeFrom(const SigmoidParameter& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_engine()) { - set_engine(from.engine()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void SigmoidParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.SigmoidParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void SigmoidParameter::CopyFrom(const SigmoidParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.SigmoidParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool SigmoidParameter::IsInitialized() const { - - return true; -} - -void SigmoidParameter::Swap(SigmoidParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void SigmoidParameter::InternalSwap(SigmoidParameter* other) { - std::swap(engine_, other->engine_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata SigmoidParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = SigmoidParameter_descriptor_; - metadata.reflection = SigmoidParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// SigmoidParameter - -// optional .caffe.SigmoidParameter.Engine engine = 1 [default = DEFAULT]; -bool SigmoidParameter::has_engine() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void SigmoidParameter::set_has_engine() { - _has_bits_[0] |= 0x00000001u; -} -void SigmoidParameter::clear_has_engine() { - _has_bits_[0] &= ~0x00000001u; -} -void SigmoidParameter::clear_engine() { - engine_ = 0; - clear_has_engine(); -} -::caffe::SigmoidParameter_Engine SigmoidParameter::engine() const { - // @@protoc_insertion_point(field_get:caffe.SigmoidParameter.engine) - return static_cast< ::caffe::SigmoidParameter_Engine >(engine_); -} -void SigmoidParameter::set_engine(::caffe::SigmoidParameter_Engine value) { - assert(::caffe::SigmoidParameter_Engine_IsValid(value)); - set_has_engine(); - engine_ = value; - // @@protoc_insertion_point(field_set:caffe.SigmoidParameter.engine) -} - -inline const SigmoidParameter* SigmoidParameter::internal_default_instance() { - return &SigmoidParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int SliceParameter::kAxisFieldNumber; -const int SliceParameter::kSlicePointFieldNumber; -const int SliceParameter::kSliceDimFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -SliceParameter::SliceParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.SliceParameter) -} - -void SliceParameter::InitAsDefaultInstance() { -} - -SliceParameter::SliceParameter(const SliceParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.SliceParameter) -} - -void SliceParameter::SharedCtor() { - _cached_size_ = 0; - axis_ = 1; - slice_dim_ = 1u; -} - -SliceParameter::~SliceParameter() { - // @@protoc_insertion_point(destructor:caffe.SliceParameter) - SharedDtor(); -} - -void SliceParameter::SharedDtor() { -} - -void SliceParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* SliceParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return SliceParameter_descriptor_; -} - -const SliceParameter& SliceParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed SliceParameter_default_instance_; - -SliceParameter* SliceParameter::New(::google::protobuf::Arena* arena) const { - SliceParameter* n = new SliceParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void SliceParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.SliceParameter) - if (_has_bits_[0 / 32] & 5u) { - axis_ = 1; - slice_dim_ = 1u; - } - slice_point_.Clear(); - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool SliceParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.SliceParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional uint32 slice_dim = 1 [default = 1]; - case 1: { - if (tag == 8) { - set_has_slice_dim(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &slice_dim_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(16)) goto parse_slice_point; - break; - } - - // repeated uint32 slice_point = 2; - case 2: { - if (tag == 16) { - parse_slice_point: - DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - 1, 16, input, this->mutable_slice_point()))); - } else if (tag == 18) { - DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitiveNoInline< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, this->mutable_slice_point()))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(16)) goto parse_slice_point; - if (input->ExpectTag(24)) goto parse_axis; - break; - } - - // optional int32 axis = 3 [default = 1]; - case 3: { - if (tag == 24) { - parse_axis: - set_has_axis(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &axis_))); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.SliceParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.SliceParameter) - return false; -#undef DO_ -} - -void SliceParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.SliceParameter) - // optional uint32 slice_dim = 1 [default = 1]; - if (has_slice_dim()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(1, this->slice_dim(), output); - } - - // repeated uint32 slice_point = 2; - for (int i = 0; i < this->slice_point_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32( - 2, this->slice_point(i), output); - } - - // optional int32 axis = 3 [default = 1]; - if (has_axis()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(3, this->axis(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.SliceParameter) -} - -::google::protobuf::uint8* SliceParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.SliceParameter) - // optional uint32 slice_dim = 1 [default = 1]; - if (has_slice_dim()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(1, this->slice_dim(), target); - } - - // repeated uint32 slice_point = 2; - for (int i = 0; i < this->slice_point_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite:: - WriteUInt32ToArray(2, this->slice_point(i), target); - } - - // optional int32 axis = 3 [default = 1]; - if (has_axis()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(3, this->axis(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.SliceParameter) - return target; -} - -size_t SliceParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.SliceParameter) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 5u) { - // optional int32 axis = 3 [default = 1]; - if (has_axis()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->axis()); - } - - // optional uint32 slice_dim = 1 [default = 1]; - if (has_slice_dim()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->slice_dim()); - } - - } - // repeated uint32 slice_point = 2; - { - size_t data_size = 0; - unsigned int count = this->slice_point_size(); - for (unsigned int i = 0; i < count; i++) { - data_size += ::google::protobuf::internal::WireFormatLite:: - UInt32Size(this->slice_point(i)); - } - total_size += 1 * - ::google::protobuf::internal::FromIntSize(this->slice_point_size()); - total_size += data_size; - } - - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void SliceParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.SliceParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const SliceParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.SliceParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.SliceParameter) - UnsafeMergeFrom(*source); - } -} - -void SliceParameter::MergeFrom(const SliceParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.SliceParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void SliceParameter::UnsafeMergeFrom(const SliceParameter& from) { - GOOGLE_DCHECK(&from != this); - slice_point_.UnsafeMergeFrom(from.slice_point_); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_axis()) { - set_axis(from.axis()); - } - if (from.has_slice_dim()) { - set_slice_dim(from.slice_dim()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void SliceParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.SliceParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void SliceParameter::CopyFrom(const SliceParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.SliceParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool SliceParameter::IsInitialized() const { - - return true; -} - -void SliceParameter::Swap(SliceParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void SliceParameter::InternalSwap(SliceParameter* other) { - std::swap(axis_, other->axis_); - slice_point_.UnsafeArenaSwap(&other->slice_point_); - std::swap(slice_dim_, other->slice_dim_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata SliceParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = SliceParameter_descriptor_; - metadata.reflection = SliceParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// SliceParameter - -// optional int32 axis = 3 [default = 1]; -bool SliceParameter::has_axis() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void SliceParameter::set_has_axis() { - _has_bits_[0] |= 0x00000001u; -} -void SliceParameter::clear_has_axis() { - _has_bits_[0] &= ~0x00000001u; -} -void SliceParameter::clear_axis() { - axis_ = 1; - clear_has_axis(); -} -::google::protobuf::int32 SliceParameter::axis() const { - // @@protoc_insertion_point(field_get:caffe.SliceParameter.axis) - return axis_; -} -void SliceParameter::set_axis(::google::protobuf::int32 value) { - set_has_axis(); - axis_ = value; - // @@protoc_insertion_point(field_set:caffe.SliceParameter.axis) -} - -// repeated uint32 slice_point = 2; -int SliceParameter::slice_point_size() const { - return slice_point_.size(); -} -void SliceParameter::clear_slice_point() { - slice_point_.Clear(); -} -::google::protobuf::uint32 SliceParameter::slice_point(int index) const { - // @@protoc_insertion_point(field_get:caffe.SliceParameter.slice_point) - return slice_point_.Get(index); -} -void SliceParameter::set_slice_point(int index, ::google::protobuf::uint32 value) { - slice_point_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.SliceParameter.slice_point) -} -void SliceParameter::add_slice_point(::google::protobuf::uint32 value) { - slice_point_.Add(value); - // @@protoc_insertion_point(field_add:caffe.SliceParameter.slice_point) -} -const ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >& -SliceParameter::slice_point() const { - // @@protoc_insertion_point(field_list:caffe.SliceParameter.slice_point) - return slice_point_; -} -::google::protobuf::RepeatedField< ::google::protobuf::uint32 >* -SliceParameter::mutable_slice_point() { - // @@protoc_insertion_point(field_mutable_list:caffe.SliceParameter.slice_point) - return &slice_point_; -} - -// optional uint32 slice_dim = 1 [default = 1]; -bool SliceParameter::has_slice_dim() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -void SliceParameter::set_has_slice_dim() { - _has_bits_[0] |= 0x00000004u; -} -void SliceParameter::clear_has_slice_dim() { - _has_bits_[0] &= ~0x00000004u; -} -void SliceParameter::clear_slice_dim() { - slice_dim_ = 1u; - clear_has_slice_dim(); -} -::google::protobuf::uint32 SliceParameter::slice_dim() const { - // @@protoc_insertion_point(field_get:caffe.SliceParameter.slice_dim) - return slice_dim_; -} -void SliceParameter::set_slice_dim(::google::protobuf::uint32 value) { - set_has_slice_dim(); - slice_dim_ = value; - // @@protoc_insertion_point(field_set:caffe.SliceParameter.slice_dim) -} - -inline const SliceParameter* SliceParameter::internal_default_instance() { - return &SliceParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -const ::google::protobuf::EnumDescriptor* SoftmaxParameter_Engine_descriptor() { - protobuf_AssignDescriptorsOnce(); - return SoftmaxParameter_Engine_descriptor_; -} -bool SoftmaxParameter_Engine_IsValid(int value) { - switch (value) { - case 0: - case 1: - case 2: - return true; - default: - return false; - } -} - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const SoftmaxParameter_Engine SoftmaxParameter::DEFAULT; -const SoftmaxParameter_Engine SoftmaxParameter::CAFFE; -const SoftmaxParameter_Engine SoftmaxParameter::CUDNN; -const SoftmaxParameter_Engine SoftmaxParameter::Engine_MIN; -const SoftmaxParameter_Engine SoftmaxParameter::Engine_MAX; -const int SoftmaxParameter::Engine_ARRAYSIZE; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int SoftmaxParameter::kEngineFieldNumber; -const int SoftmaxParameter::kAxisFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -SoftmaxParameter::SoftmaxParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.SoftmaxParameter) -} - -void SoftmaxParameter::InitAsDefaultInstance() { -} - -SoftmaxParameter::SoftmaxParameter(const SoftmaxParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.SoftmaxParameter) -} - -void SoftmaxParameter::SharedCtor() { - _cached_size_ = 0; - engine_ = 0; - axis_ = 1; -} - -SoftmaxParameter::~SoftmaxParameter() { - // @@protoc_insertion_point(destructor:caffe.SoftmaxParameter) - SharedDtor(); -} - -void SoftmaxParameter::SharedDtor() { -} - -void SoftmaxParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* SoftmaxParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return SoftmaxParameter_descriptor_; -} - -const SoftmaxParameter& SoftmaxParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed SoftmaxParameter_default_instance_; - -SoftmaxParameter* SoftmaxParameter::New(::google::protobuf::Arena* arena) const { - SoftmaxParameter* n = new SoftmaxParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void SoftmaxParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.SoftmaxParameter) - if (_has_bits_[0 / 32] & 3u) { - engine_ = 0; - axis_ = 1; - } - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool SoftmaxParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.SoftmaxParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional .caffe.SoftmaxParameter.Engine engine = 1 [default = DEFAULT]; - case 1: { - if (tag == 8) { - int value; - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - int, ::google::protobuf::internal::WireFormatLite::TYPE_ENUM>( - input, &value))); - if (::caffe::SoftmaxParameter_Engine_IsValid(value)) { - set_engine(static_cast< ::caffe::SoftmaxParameter_Engine >(value)); - } else { - mutable_unknown_fields()->AddVarint(1, value); - } - } else { - goto handle_unusual; - } - if (input->ExpectTag(16)) goto parse_axis; - break; - } - - // optional int32 axis = 2 [default = 1]; - case 2: { - if (tag == 16) { - parse_axis: - set_has_axis(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &axis_))); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.SoftmaxParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.SoftmaxParameter) - return false; -#undef DO_ -} - -void SoftmaxParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.SoftmaxParameter) - // optional .caffe.SoftmaxParameter.Engine engine = 1 [default = DEFAULT]; - if (has_engine()) { - ::google::protobuf::internal::WireFormatLite::WriteEnum( - 1, this->engine(), output); - } - - // optional int32 axis = 2 [default = 1]; - if (has_axis()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(2, this->axis(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.SoftmaxParameter) -} - -::google::protobuf::uint8* SoftmaxParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.SoftmaxParameter) - // optional .caffe.SoftmaxParameter.Engine engine = 1 [default = DEFAULT]; - if (has_engine()) { - target = ::google::protobuf::internal::WireFormatLite::WriteEnumToArray( - 1, this->engine(), target); - } - - // optional int32 axis = 2 [default = 1]; - if (has_axis()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(2, this->axis(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.SoftmaxParameter) - return target; -} - -size_t SoftmaxParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.SoftmaxParameter) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 3u) { - // optional .caffe.SoftmaxParameter.Engine engine = 1 [default = DEFAULT]; - if (has_engine()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::EnumSize(this->engine()); - } - - // optional int32 axis = 2 [default = 1]; - if (has_axis()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->axis()); - } - - } - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void SoftmaxParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.SoftmaxParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const SoftmaxParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.SoftmaxParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.SoftmaxParameter) - UnsafeMergeFrom(*source); - } -} - -void SoftmaxParameter::MergeFrom(const SoftmaxParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.SoftmaxParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void SoftmaxParameter::UnsafeMergeFrom(const SoftmaxParameter& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_engine()) { - set_engine(from.engine()); - } - if (from.has_axis()) { - set_axis(from.axis()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void SoftmaxParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.SoftmaxParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void SoftmaxParameter::CopyFrom(const SoftmaxParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.SoftmaxParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool SoftmaxParameter::IsInitialized() const { - - return true; -} - -void SoftmaxParameter::Swap(SoftmaxParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void SoftmaxParameter::InternalSwap(SoftmaxParameter* other) { - std::swap(engine_, other->engine_); - std::swap(axis_, other->axis_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata SoftmaxParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = SoftmaxParameter_descriptor_; - metadata.reflection = SoftmaxParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// SoftmaxParameter - -// optional .caffe.SoftmaxParameter.Engine engine = 1 [default = DEFAULT]; -bool SoftmaxParameter::has_engine() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void SoftmaxParameter::set_has_engine() { - _has_bits_[0] |= 0x00000001u; -} -void SoftmaxParameter::clear_has_engine() { - _has_bits_[0] &= ~0x00000001u; -} -void SoftmaxParameter::clear_engine() { - engine_ = 0; - clear_has_engine(); -} -::caffe::SoftmaxParameter_Engine SoftmaxParameter::engine() const { - // @@protoc_insertion_point(field_get:caffe.SoftmaxParameter.engine) - return static_cast< ::caffe::SoftmaxParameter_Engine >(engine_); -} -void SoftmaxParameter::set_engine(::caffe::SoftmaxParameter_Engine value) { - assert(::caffe::SoftmaxParameter_Engine_IsValid(value)); - set_has_engine(); - engine_ = value; - // @@protoc_insertion_point(field_set:caffe.SoftmaxParameter.engine) -} - -// optional int32 axis = 2 [default = 1]; -bool SoftmaxParameter::has_axis() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void SoftmaxParameter::set_has_axis() { - _has_bits_[0] |= 0x00000002u; -} -void SoftmaxParameter::clear_has_axis() { - _has_bits_[0] &= ~0x00000002u; -} -void SoftmaxParameter::clear_axis() { - axis_ = 1; - clear_has_axis(); -} -::google::protobuf::int32 SoftmaxParameter::axis() const { - // @@protoc_insertion_point(field_get:caffe.SoftmaxParameter.axis) - return axis_; -} -void SoftmaxParameter::set_axis(::google::protobuf::int32 value) { - set_has_axis(); - axis_ = value; - // @@protoc_insertion_point(field_set:caffe.SoftmaxParameter.axis) -} - -inline const SoftmaxParameter* SoftmaxParameter::internal_default_instance() { - return &SoftmaxParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -const ::google::protobuf::EnumDescriptor* TanHParameter_Engine_descriptor() { - protobuf_AssignDescriptorsOnce(); - return TanHParameter_Engine_descriptor_; -} -bool TanHParameter_Engine_IsValid(int value) { - switch (value) { - case 0: - case 1: - case 2: - return true; - default: - return false; - } -} - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const TanHParameter_Engine TanHParameter::DEFAULT; -const TanHParameter_Engine TanHParameter::CAFFE; -const TanHParameter_Engine TanHParameter::CUDNN; -const TanHParameter_Engine TanHParameter::Engine_MIN; -const TanHParameter_Engine TanHParameter::Engine_MAX; -const int TanHParameter::Engine_ARRAYSIZE; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int TanHParameter::kEngineFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -TanHParameter::TanHParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.TanHParameter) -} - -void TanHParameter::InitAsDefaultInstance() { -} - -TanHParameter::TanHParameter(const TanHParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.TanHParameter) -} - -void TanHParameter::SharedCtor() { - _cached_size_ = 0; - engine_ = 0; -} - -TanHParameter::~TanHParameter() { - // @@protoc_insertion_point(destructor:caffe.TanHParameter) - SharedDtor(); -} - -void TanHParameter::SharedDtor() { -} - -void TanHParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* TanHParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return TanHParameter_descriptor_; -} - -const TanHParameter& TanHParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed TanHParameter_default_instance_; - -TanHParameter* TanHParameter::New(::google::protobuf::Arena* arena) const { - TanHParameter* n = new TanHParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void TanHParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.TanHParameter) - engine_ = 0; - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool TanHParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.TanHParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional .caffe.TanHParameter.Engine engine = 1 [default = DEFAULT]; - case 1: { - if (tag == 8) { - int value; - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - int, ::google::protobuf::internal::WireFormatLite::TYPE_ENUM>( - input, &value))); - if (::caffe::TanHParameter_Engine_IsValid(value)) { - set_engine(static_cast< ::caffe::TanHParameter_Engine >(value)); - } else { - mutable_unknown_fields()->AddVarint(1, value); - } - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.TanHParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.TanHParameter) - return false; -#undef DO_ -} - -void TanHParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.TanHParameter) - // optional .caffe.TanHParameter.Engine engine = 1 [default = DEFAULT]; - if (has_engine()) { - ::google::protobuf::internal::WireFormatLite::WriteEnum( - 1, this->engine(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.TanHParameter) -} - -::google::protobuf::uint8* TanHParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.TanHParameter) - // optional .caffe.TanHParameter.Engine engine = 1 [default = DEFAULT]; - if (has_engine()) { - target = ::google::protobuf::internal::WireFormatLite::WriteEnumToArray( - 1, this->engine(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.TanHParameter) - return target; -} - -size_t TanHParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.TanHParameter) - size_t total_size = 0; - - // optional .caffe.TanHParameter.Engine engine = 1 [default = DEFAULT]; - if (has_engine()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::EnumSize(this->engine()); - } - - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void TanHParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.TanHParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const TanHParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.TanHParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.TanHParameter) - UnsafeMergeFrom(*source); - } -} - -void TanHParameter::MergeFrom(const TanHParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.TanHParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void TanHParameter::UnsafeMergeFrom(const TanHParameter& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_engine()) { - set_engine(from.engine()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void TanHParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.TanHParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void TanHParameter::CopyFrom(const TanHParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.TanHParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool TanHParameter::IsInitialized() const { - - return true; -} - -void TanHParameter::Swap(TanHParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void TanHParameter::InternalSwap(TanHParameter* other) { - std::swap(engine_, other->engine_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata TanHParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = TanHParameter_descriptor_; - metadata.reflection = TanHParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// TanHParameter - -// optional .caffe.TanHParameter.Engine engine = 1 [default = DEFAULT]; -bool TanHParameter::has_engine() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void TanHParameter::set_has_engine() { - _has_bits_[0] |= 0x00000001u; -} -void TanHParameter::clear_has_engine() { - _has_bits_[0] &= ~0x00000001u; -} -void TanHParameter::clear_engine() { - engine_ = 0; - clear_has_engine(); -} -::caffe::TanHParameter_Engine TanHParameter::engine() const { - // @@protoc_insertion_point(field_get:caffe.TanHParameter.engine) - return static_cast< ::caffe::TanHParameter_Engine >(engine_); -} -void TanHParameter::set_engine(::caffe::TanHParameter_Engine value) { - assert(::caffe::TanHParameter_Engine_IsValid(value)); - set_has_engine(); - engine_ = value; - // @@protoc_insertion_point(field_set:caffe.TanHParameter.engine) -} - -inline const TanHParameter* TanHParameter::internal_default_instance() { - return &TanHParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int TileParameter::kAxisFieldNumber; -const int TileParameter::kTilesFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -TileParameter::TileParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.TileParameter) -} - -void TileParameter::InitAsDefaultInstance() { -} - -TileParameter::TileParameter(const TileParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.TileParameter) -} - -void TileParameter::SharedCtor() { - _cached_size_ = 0; - tiles_ = 0; - axis_ = 1; -} - -TileParameter::~TileParameter() { - // @@protoc_insertion_point(destructor:caffe.TileParameter) - SharedDtor(); -} - -void TileParameter::SharedDtor() { -} - -void TileParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* TileParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return TileParameter_descriptor_; -} - -const TileParameter& TileParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed TileParameter_default_instance_; - -TileParameter* TileParameter::New(::google::protobuf::Arena* arena) const { - TileParameter* n = new TileParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void TileParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.TileParameter) - if (_has_bits_[0 / 32] & 3u) { - axis_ = 1; - tiles_ = 0; - } - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool TileParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.TileParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional int32 axis = 1 [default = 1]; - case 1: { - if (tag == 8) { - set_has_axis(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &axis_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(16)) goto parse_tiles; - break; - } - - // optional int32 tiles = 2; - case 2: { - if (tag == 16) { - parse_tiles: - set_has_tiles(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &tiles_))); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.TileParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.TileParameter) - return false; -#undef DO_ -} - -void TileParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.TileParameter) - // optional int32 axis = 1 [default = 1]; - if (has_axis()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(1, this->axis(), output); - } - - // optional int32 tiles = 2; - if (has_tiles()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(2, this->tiles(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.TileParameter) -} - -::google::protobuf::uint8* TileParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.TileParameter) - // optional int32 axis = 1 [default = 1]; - if (has_axis()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(1, this->axis(), target); - } - - // optional int32 tiles = 2; - if (has_tiles()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(2, this->tiles(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.TileParameter) - return target; -} - -size_t TileParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.TileParameter) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 3u) { - // optional int32 axis = 1 [default = 1]; - if (has_axis()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->axis()); - } - - // optional int32 tiles = 2; - if (has_tiles()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->tiles()); - } - - } - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void TileParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.TileParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const TileParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.TileParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.TileParameter) - UnsafeMergeFrom(*source); - } -} - -void TileParameter::MergeFrom(const TileParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.TileParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void TileParameter::UnsafeMergeFrom(const TileParameter& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_axis()) { - set_axis(from.axis()); - } - if (from.has_tiles()) { - set_tiles(from.tiles()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void TileParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.TileParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void TileParameter::CopyFrom(const TileParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.TileParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool TileParameter::IsInitialized() const { - - return true; -} - -void TileParameter::Swap(TileParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void TileParameter::InternalSwap(TileParameter* other) { - std::swap(axis_, other->axis_); - std::swap(tiles_, other->tiles_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata TileParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = TileParameter_descriptor_; - metadata.reflection = TileParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// TileParameter - -// optional int32 axis = 1 [default = 1]; -bool TileParameter::has_axis() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void TileParameter::set_has_axis() { - _has_bits_[0] |= 0x00000001u; -} -void TileParameter::clear_has_axis() { - _has_bits_[0] &= ~0x00000001u; -} -void TileParameter::clear_axis() { - axis_ = 1; - clear_has_axis(); -} -::google::protobuf::int32 TileParameter::axis() const { - // @@protoc_insertion_point(field_get:caffe.TileParameter.axis) - return axis_; -} -void TileParameter::set_axis(::google::protobuf::int32 value) { - set_has_axis(); - axis_ = value; - // @@protoc_insertion_point(field_set:caffe.TileParameter.axis) -} - -// optional int32 tiles = 2; -bool TileParameter::has_tiles() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void TileParameter::set_has_tiles() { - _has_bits_[0] |= 0x00000002u; -} -void TileParameter::clear_has_tiles() { - _has_bits_[0] &= ~0x00000002u; -} -void TileParameter::clear_tiles() { - tiles_ = 0; - clear_has_tiles(); -} -::google::protobuf::int32 TileParameter::tiles() const { - // @@protoc_insertion_point(field_get:caffe.TileParameter.tiles) - return tiles_; -} -void TileParameter::set_tiles(::google::protobuf::int32 value) { - set_has_tiles(); - tiles_ = value; - // @@protoc_insertion_point(field_set:caffe.TileParameter.tiles) -} - -inline const TileParameter* TileParameter::internal_default_instance() { - return &TileParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int ThresholdParameter::kThresholdFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -ThresholdParameter::ThresholdParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.ThresholdParameter) -} - -void ThresholdParameter::InitAsDefaultInstance() { -} - -ThresholdParameter::ThresholdParameter(const ThresholdParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.ThresholdParameter) -} - -void ThresholdParameter::SharedCtor() { - _cached_size_ = 0; - threshold_ = 0; -} - -ThresholdParameter::~ThresholdParameter() { - // @@protoc_insertion_point(destructor:caffe.ThresholdParameter) - SharedDtor(); -} - -void ThresholdParameter::SharedDtor() { -} - -void ThresholdParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* ThresholdParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return ThresholdParameter_descriptor_; -} - -const ThresholdParameter& ThresholdParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed ThresholdParameter_default_instance_; - -ThresholdParameter* ThresholdParameter::New(::google::protobuf::Arena* arena) const { - ThresholdParameter* n = new ThresholdParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void ThresholdParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.ThresholdParameter) - threshold_ = 0; - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool ThresholdParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.ThresholdParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional float threshold = 1 [default = 0]; - case 1: { - if (tag == 13) { - set_has_threshold(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &threshold_))); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.ThresholdParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.ThresholdParameter) - return false; -#undef DO_ -} - -void ThresholdParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.ThresholdParameter) - // optional float threshold = 1 [default = 0]; - if (has_threshold()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(1, this->threshold(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.ThresholdParameter) -} - -::google::protobuf::uint8* ThresholdParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.ThresholdParameter) - // optional float threshold = 1 [default = 0]; - if (has_threshold()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(1, this->threshold(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.ThresholdParameter) - return target; -} - -size_t ThresholdParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.ThresholdParameter) - size_t total_size = 0; - - // optional float threshold = 1 [default = 0]; - if (has_threshold()) { - total_size += 1 + 4; - } - - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void ThresholdParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.ThresholdParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const ThresholdParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.ThresholdParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.ThresholdParameter) - UnsafeMergeFrom(*source); - } -} - -void ThresholdParameter::MergeFrom(const ThresholdParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.ThresholdParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void ThresholdParameter::UnsafeMergeFrom(const ThresholdParameter& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_threshold()) { - set_threshold(from.threshold()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void ThresholdParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.ThresholdParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void ThresholdParameter::CopyFrom(const ThresholdParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.ThresholdParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool ThresholdParameter::IsInitialized() const { - - return true; -} - -void ThresholdParameter::Swap(ThresholdParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void ThresholdParameter::InternalSwap(ThresholdParameter* other) { - std::swap(threshold_, other->threshold_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata ThresholdParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = ThresholdParameter_descriptor_; - metadata.reflection = ThresholdParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// ThresholdParameter - -// optional float threshold = 1 [default = 0]; -bool ThresholdParameter::has_threshold() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void ThresholdParameter::set_has_threshold() { - _has_bits_[0] |= 0x00000001u; -} -void ThresholdParameter::clear_has_threshold() { - _has_bits_[0] &= ~0x00000001u; -} -void ThresholdParameter::clear_threshold() { - threshold_ = 0; - clear_has_threshold(); -} -float ThresholdParameter::threshold() const { - // @@protoc_insertion_point(field_get:caffe.ThresholdParameter.threshold) - return threshold_; -} -void ThresholdParameter::set_threshold(float value) { - set_has_threshold(); - threshold_ = value; - // @@protoc_insertion_point(field_set:caffe.ThresholdParameter.threshold) -} - -inline const ThresholdParameter* ThresholdParameter::internal_default_instance() { - return &ThresholdParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -::std::string* WindowDataParameter::_default_crop_mode_ = NULL; -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int WindowDataParameter::kSourceFieldNumber; -const int WindowDataParameter::kScaleFieldNumber; -const int WindowDataParameter::kMeanFileFieldNumber; -const int WindowDataParameter::kBatchSizeFieldNumber; -const int WindowDataParameter::kCropSizeFieldNumber; -const int WindowDataParameter::kMirrorFieldNumber; -const int WindowDataParameter::kFgThresholdFieldNumber; -const int WindowDataParameter::kBgThresholdFieldNumber; -const int WindowDataParameter::kFgFractionFieldNumber; -const int WindowDataParameter::kContextPadFieldNumber; -const int WindowDataParameter::kCropModeFieldNumber; -const int WindowDataParameter::kCacheImagesFieldNumber; -const int WindowDataParameter::kRootFolderFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -WindowDataParameter::WindowDataParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.WindowDataParameter) -} - -void WindowDataParameter::InitAsDefaultInstance() { -} - -WindowDataParameter::WindowDataParameter(const WindowDataParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.WindowDataParameter) -} - -void WindowDataParameter::SharedCtor() { - _cached_size_ = 0; - source_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - mean_file_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - crop_mode_.UnsafeSetDefault(_default_crop_mode_); - root_folder_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - ::memset(&batch_size_, 0, reinterpret_cast(&context_pad_) - - reinterpret_cast(&batch_size_) + sizeof(context_pad_)); - scale_ = 1; - fg_threshold_ = 0.5f; - bg_threshold_ = 0.5f; - fg_fraction_ = 0.25f; -} - -WindowDataParameter::~WindowDataParameter() { - // @@protoc_insertion_point(destructor:caffe.WindowDataParameter) - SharedDtor(); -} - -void WindowDataParameter::SharedDtor() { - source_.DestroyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - mean_file_.DestroyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - crop_mode_.DestroyNoArena(_default_crop_mode_); - root_folder_.DestroyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} - -void WindowDataParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* WindowDataParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return WindowDataParameter_descriptor_; -} - -const WindowDataParameter& WindowDataParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed WindowDataParameter_default_instance_; - -WindowDataParameter* WindowDataParameter::New(::google::protobuf::Arena* arena) const { - WindowDataParameter* n = new WindowDataParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void WindowDataParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.WindowDataParameter) -#if defined(__clang__) -#define ZR_HELPER_(f) \ - _Pragma("clang diagnostic push") \ - _Pragma("clang diagnostic ignored \"-Winvalid-offsetof\"") \ - __builtin_offsetof(WindowDataParameter, f) \ - _Pragma("clang diagnostic pop") -#else -#define ZR_HELPER_(f) reinterpret_cast(\ - &reinterpret_cast(16)->f) -#endif - -#define ZR_(first, last) do {\ - ::memset(&(first), 0,\ - ZR_HELPER_(last) - ZR_HELPER_(first) + sizeof(last));\ -} while (0) - - if (_has_bits_[0 / 32] & 255u) { - ZR_(batch_size_, mirror_); - if (has_source()) { - source_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - scale_ = 1; - if (has_mean_file()) { - mean_file_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - fg_threshold_ = 0.5f; - bg_threshold_ = 0.5f; - } - if (_has_bits_[8 / 32] & 7936u) { - ZR_(cache_images_, context_pad_); - fg_fraction_ = 0.25f; - if (has_crop_mode()) { - crop_mode_.ClearToDefaultNoArena(_default_crop_mode_); - } - if (has_root_folder()) { - root_folder_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - } - -#undef ZR_HELPER_ -#undef ZR_ - - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool WindowDataParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.WindowDataParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional string source = 1; - case 1: { - if (tag == 10) { - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_source())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->source().data(), this->source().length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.WindowDataParameter.source"); - } else { - goto handle_unusual; - } - if (input->ExpectTag(21)) goto parse_scale; - break; - } - - // optional float scale = 2 [default = 1]; - case 2: { - if (tag == 21) { - parse_scale: - set_has_scale(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &scale_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(26)) goto parse_mean_file; - break; - } - - // optional string mean_file = 3; - case 3: { - if (tag == 26) { - parse_mean_file: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_mean_file())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->mean_file().data(), this->mean_file().length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.WindowDataParameter.mean_file"); - } else { - goto handle_unusual; - } - if (input->ExpectTag(32)) goto parse_batch_size; - break; - } - - // optional uint32 batch_size = 4; - case 4: { - if (tag == 32) { - parse_batch_size: - set_has_batch_size(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &batch_size_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(40)) goto parse_crop_size; - break; - } - - // optional uint32 crop_size = 5 [default = 0]; - case 5: { - if (tag == 40) { - parse_crop_size: - set_has_crop_size(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &crop_size_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(48)) goto parse_mirror; - break; - } - - // optional bool mirror = 6 [default = false]; - case 6: { - if (tag == 48) { - parse_mirror: - set_has_mirror(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &mirror_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(61)) goto parse_fg_threshold; - break; - } - - // optional float fg_threshold = 7 [default = 0.5]; - case 7: { - if (tag == 61) { - parse_fg_threshold: - set_has_fg_threshold(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &fg_threshold_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(69)) goto parse_bg_threshold; - break; - } - - // optional float bg_threshold = 8 [default = 0.5]; - case 8: { - if (tag == 69) { - parse_bg_threshold: - set_has_bg_threshold(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &bg_threshold_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(77)) goto parse_fg_fraction; - break; - } - - // optional float fg_fraction = 9 [default = 0.25]; - case 9: { - if (tag == 77) { - parse_fg_fraction: - set_has_fg_fraction(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &fg_fraction_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(80)) goto parse_context_pad; - break; - } - - // optional uint32 context_pad = 10 [default = 0]; - case 10: { - if (tag == 80) { - parse_context_pad: - set_has_context_pad(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &context_pad_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(90)) goto parse_crop_mode; - break; - } - - // optional string crop_mode = 11 [default = "warp"]; - case 11: { - if (tag == 90) { - parse_crop_mode: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_crop_mode())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->crop_mode().data(), this->crop_mode().length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.WindowDataParameter.crop_mode"); - } else { - goto handle_unusual; - } - if (input->ExpectTag(96)) goto parse_cache_images; - break; - } - - // optional bool cache_images = 12 [default = false]; - case 12: { - if (tag == 96) { - parse_cache_images: - set_has_cache_images(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &cache_images_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(106)) goto parse_root_folder; - break; - } - - // optional string root_folder = 13 [default = ""]; - case 13: { - if (tag == 106) { - parse_root_folder: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_root_folder())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->root_folder().data(), this->root_folder().length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.WindowDataParameter.root_folder"); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.WindowDataParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.WindowDataParameter) - return false; -#undef DO_ -} - -void WindowDataParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.WindowDataParameter) - // optional string source = 1; - if (has_source()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->source().data(), this->source().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.WindowDataParameter.source"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 1, this->source(), output); - } - - // optional float scale = 2 [default = 1]; - if (has_scale()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(2, this->scale(), output); - } - - // optional string mean_file = 3; - if (has_mean_file()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->mean_file().data(), this->mean_file().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.WindowDataParameter.mean_file"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 3, this->mean_file(), output); - } - - // optional uint32 batch_size = 4; - if (has_batch_size()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(4, this->batch_size(), output); - } - - // optional uint32 crop_size = 5 [default = 0]; - if (has_crop_size()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(5, this->crop_size(), output); - } - - // optional bool mirror = 6 [default = false]; - if (has_mirror()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(6, this->mirror(), output); - } - - // optional float fg_threshold = 7 [default = 0.5]; - if (has_fg_threshold()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(7, this->fg_threshold(), output); - } - - // optional float bg_threshold = 8 [default = 0.5]; - if (has_bg_threshold()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(8, this->bg_threshold(), output); - } - - // optional float fg_fraction = 9 [default = 0.25]; - if (has_fg_fraction()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(9, this->fg_fraction(), output); - } - - // optional uint32 context_pad = 10 [default = 0]; - if (has_context_pad()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(10, this->context_pad(), output); - } - - // optional string crop_mode = 11 [default = "warp"]; - if (has_crop_mode()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->crop_mode().data(), this->crop_mode().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.WindowDataParameter.crop_mode"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 11, this->crop_mode(), output); - } - - // optional bool cache_images = 12 [default = false]; - if (has_cache_images()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(12, this->cache_images(), output); - } - - // optional string root_folder = 13 [default = ""]; - if (has_root_folder()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->root_folder().data(), this->root_folder().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.WindowDataParameter.root_folder"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 13, this->root_folder(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.WindowDataParameter) -} - -::google::protobuf::uint8* WindowDataParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.WindowDataParameter) - // optional string source = 1; - if (has_source()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->source().data(), this->source().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.WindowDataParameter.source"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 1, this->source(), target); - } - - // optional float scale = 2 [default = 1]; - if (has_scale()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(2, this->scale(), target); - } - - // optional string mean_file = 3; - if (has_mean_file()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->mean_file().data(), this->mean_file().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.WindowDataParameter.mean_file"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 3, this->mean_file(), target); - } - - // optional uint32 batch_size = 4; - if (has_batch_size()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(4, this->batch_size(), target); - } - - // optional uint32 crop_size = 5 [default = 0]; - if (has_crop_size()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(5, this->crop_size(), target); - } - - // optional bool mirror = 6 [default = false]; - if (has_mirror()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(6, this->mirror(), target); - } - - // optional float fg_threshold = 7 [default = 0.5]; - if (has_fg_threshold()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(7, this->fg_threshold(), target); - } - - // optional float bg_threshold = 8 [default = 0.5]; - if (has_bg_threshold()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(8, this->bg_threshold(), target); - } - - // optional float fg_fraction = 9 [default = 0.25]; - if (has_fg_fraction()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(9, this->fg_fraction(), target); - } - - // optional uint32 context_pad = 10 [default = 0]; - if (has_context_pad()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(10, this->context_pad(), target); - } - - // optional string crop_mode = 11 [default = "warp"]; - if (has_crop_mode()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->crop_mode().data(), this->crop_mode().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.WindowDataParameter.crop_mode"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 11, this->crop_mode(), target); - } - - // optional bool cache_images = 12 [default = false]; - if (has_cache_images()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(12, this->cache_images(), target); - } - - // optional string root_folder = 13 [default = ""]; - if (has_root_folder()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->root_folder().data(), this->root_folder().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.WindowDataParameter.root_folder"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 13, this->root_folder(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.WindowDataParameter) - return target; -} - -size_t WindowDataParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.WindowDataParameter) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 255u) { - // optional string source = 1; - if (has_source()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->source()); - } - - // optional float scale = 2 [default = 1]; - if (has_scale()) { - total_size += 1 + 4; - } - - // optional string mean_file = 3; - if (has_mean_file()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->mean_file()); - } - - // optional uint32 batch_size = 4; - if (has_batch_size()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->batch_size()); - } - - // optional uint32 crop_size = 5 [default = 0]; - if (has_crop_size()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->crop_size()); - } - - // optional bool mirror = 6 [default = false]; - if (has_mirror()) { - total_size += 1 + 1; - } - - // optional float fg_threshold = 7 [default = 0.5]; - if (has_fg_threshold()) { - total_size += 1 + 4; - } - - // optional float bg_threshold = 8 [default = 0.5]; - if (has_bg_threshold()) { - total_size += 1 + 4; - } - - } - if (_has_bits_[8 / 32] & 7936u) { - // optional float fg_fraction = 9 [default = 0.25]; - if (has_fg_fraction()) { - total_size += 1 + 4; - } - - // optional uint32 context_pad = 10 [default = 0]; - if (has_context_pad()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->context_pad()); - } - - // optional string crop_mode = 11 [default = "warp"]; - if (has_crop_mode()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->crop_mode()); - } - - // optional bool cache_images = 12 [default = false]; - if (has_cache_images()) { - total_size += 1 + 1; - } - - // optional string root_folder = 13 [default = ""]; - if (has_root_folder()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->root_folder()); - } - - } - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void WindowDataParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.WindowDataParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const WindowDataParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.WindowDataParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.WindowDataParameter) - UnsafeMergeFrom(*source); - } -} - -void WindowDataParameter::MergeFrom(const WindowDataParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.WindowDataParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void WindowDataParameter::UnsafeMergeFrom(const WindowDataParameter& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_source()) { - set_has_source(); - source_.AssignWithDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), from.source_); - } - if (from.has_scale()) { - set_scale(from.scale()); - } - if (from.has_mean_file()) { - set_has_mean_file(); - mean_file_.AssignWithDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), from.mean_file_); - } - if (from.has_batch_size()) { - set_batch_size(from.batch_size()); - } - if (from.has_crop_size()) { - set_crop_size(from.crop_size()); - } - if (from.has_mirror()) { - set_mirror(from.mirror()); - } - if (from.has_fg_threshold()) { - set_fg_threshold(from.fg_threshold()); - } - if (from.has_bg_threshold()) { - set_bg_threshold(from.bg_threshold()); - } - } - if (from._has_bits_[8 / 32] & (0xffu << (8 % 32))) { - if (from.has_fg_fraction()) { - set_fg_fraction(from.fg_fraction()); - } - if (from.has_context_pad()) { - set_context_pad(from.context_pad()); - } - if (from.has_crop_mode()) { - set_has_crop_mode(); - crop_mode_.AssignWithDefault(_default_crop_mode_, from.crop_mode_); - } - if (from.has_cache_images()) { - set_cache_images(from.cache_images()); - } - if (from.has_root_folder()) { - set_has_root_folder(); - root_folder_.AssignWithDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), from.root_folder_); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void WindowDataParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.WindowDataParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void WindowDataParameter::CopyFrom(const WindowDataParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.WindowDataParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool WindowDataParameter::IsInitialized() const { - - return true; -} - -void WindowDataParameter::Swap(WindowDataParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void WindowDataParameter::InternalSwap(WindowDataParameter* other) { - source_.Swap(&other->source_); - std::swap(scale_, other->scale_); - mean_file_.Swap(&other->mean_file_); - std::swap(batch_size_, other->batch_size_); - std::swap(crop_size_, other->crop_size_); - std::swap(mirror_, other->mirror_); - std::swap(fg_threshold_, other->fg_threshold_); - std::swap(bg_threshold_, other->bg_threshold_); - std::swap(fg_fraction_, other->fg_fraction_); - std::swap(context_pad_, other->context_pad_); - crop_mode_.Swap(&other->crop_mode_); - std::swap(cache_images_, other->cache_images_); - root_folder_.Swap(&other->root_folder_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata WindowDataParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = WindowDataParameter_descriptor_; - metadata.reflection = WindowDataParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// WindowDataParameter - -// optional string source = 1; -bool WindowDataParameter::has_source() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void WindowDataParameter::set_has_source() { - _has_bits_[0] |= 0x00000001u; -} -void WindowDataParameter::clear_has_source() { - _has_bits_[0] &= ~0x00000001u; -} -void WindowDataParameter::clear_source() { - source_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_source(); -} -const ::std::string& WindowDataParameter::source() const { - // @@protoc_insertion_point(field_get:caffe.WindowDataParameter.source) - return source_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void WindowDataParameter::set_source(const ::std::string& value) { - set_has_source(); - source_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.WindowDataParameter.source) -} -void WindowDataParameter::set_source(const char* value) { - set_has_source(); - source_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.WindowDataParameter.source) -} -void WindowDataParameter::set_source(const char* value, size_t size) { - set_has_source(); - source_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.WindowDataParameter.source) -} -::std::string* WindowDataParameter::mutable_source() { - set_has_source(); - // @@protoc_insertion_point(field_mutable:caffe.WindowDataParameter.source) - return source_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -::std::string* WindowDataParameter::release_source() { - // @@protoc_insertion_point(field_release:caffe.WindowDataParameter.source) - clear_has_source(); - return source_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void WindowDataParameter::set_allocated_source(::std::string* source) { - if (source != NULL) { - set_has_source(); - } else { - clear_has_source(); - } - source_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), source); - // @@protoc_insertion_point(field_set_allocated:caffe.WindowDataParameter.source) -} - -// optional float scale = 2 [default = 1]; -bool WindowDataParameter::has_scale() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void WindowDataParameter::set_has_scale() { - _has_bits_[0] |= 0x00000002u; -} -void WindowDataParameter::clear_has_scale() { - _has_bits_[0] &= ~0x00000002u; -} -void WindowDataParameter::clear_scale() { - scale_ = 1; - clear_has_scale(); -} -float WindowDataParameter::scale() const { - // @@protoc_insertion_point(field_get:caffe.WindowDataParameter.scale) - return scale_; -} -void WindowDataParameter::set_scale(float value) { - set_has_scale(); - scale_ = value; - // @@protoc_insertion_point(field_set:caffe.WindowDataParameter.scale) -} - -// optional string mean_file = 3; -bool WindowDataParameter::has_mean_file() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -void WindowDataParameter::set_has_mean_file() { - _has_bits_[0] |= 0x00000004u; -} -void WindowDataParameter::clear_has_mean_file() { - _has_bits_[0] &= ~0x00000004u; -} -void WindowDataParameter::clear_mean_file() { - mean_file_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_mean_file(); -} -const ::std::string& WindowDataParameter::mean_file() const { - // @@protoc_insertion_point(field_get:caffe.WindowDataParameter.mean_file) - return mean_file_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void WindowDataParameter::set_mean_file(const ::std::string& value) { - set_has_mean_file(); - mean_file_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.WindowDataParameter.mean_file) -} -void WindowDataParameter::set_mean_file(const char* value) { - set_has_mean_file(); - mean_file_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.WindowDataParameter.mean_file) -} -void WindowDataParameter::set_mean_file(const char* value, size_t size) { - set_has_mean_file(); - mean_file_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.WindowDataParameter.mean_file) -} -::std::string* WindowDataParameter::mutable_mean_file() { - set_has_mean_file(); - // @@protoc_insertion_point(field_mutable:caffe.WindowDataParameter.mean_file) - return mean_file_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -::std::string* WindowDataParameter::release_mean_file() { - // @@protoc_insertion_point(field_release:caffe.WindowDataParameter.mean_file) - clear_has_mean_file(); - return mean_file_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void WindowDataParameter::set_allocated_mean_file(::std::string* mean_file) { - if (mean_file != NULL) { - set_has_mean_file(); - } else { - clear_has_mean_file(); - } - mean_file_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), mean_file); - // @@protoc_insertion_point(field_set_allocated:caffe.WindowDataParameter.mean_file) -} - -// optional uint32 batch_size = 4; -bool WindowDataParameter::has_batch_size() const { - return (_has_bits_[0] & 0x00000008u) != 0; -} -void WindowDataParameter::set_has_batch_size() { - _has_bits_[0] |= 0x00000008u; -} -void WindowDataParameter::clear_has_batch_size() { - _has_bits_[0] &= ~0x00000008u; -} -void WindowDataParameter::clear_batch_size() { - batch_size_ = 0u; - clear_has_batch_size(); -} -::google::protobuf::uint32 WindowDataParameter::batch_size() const { - // @@protoc_insertion_point(field_get:caffe.WindowDataParameter.batch_size) - return batch_size_; -} -void WindowDataParameter::set_batch_size(::google::protobuf::uint32 value) { - set_has_batch_size(); - batch_size_ = value; - // @@protoc_insertion_point(field_set:caffe.WindowDataParameter.batch_size) -} - -// optional uint32 crop_size = 5 [default = 0]; -bool WindowDataParameter::has_crop_size() const { - return (_has_bits_[0] & 0x00000010u) != 0; -} -void WindowDataParameter::set_has_crop_size() { - _has_bits_[0] |= 0x00000010u; -} -void WindowDataParameter::clear_has_crop_size() { - _has_bits_[0] &= ~0x00000010u; -} -void WindowDataParameter::clear_crop_size() { - crop_size_ = 0u; - clear_has_crop_size(); -} -::google::protobuf::uint32 WindowDataParameter::crop_size() const { - // @@protoc_insertion_point(field_get:caffe.WindowDataParameter.crop_size) - return crop_size_; -} -void WindowDataParameter::set_crop_size(::google::protobuf::uint32 value) { - set_has_crop_size(); - crop_size_ = value; - // @@protoc_insertion_point(field_set:caffe.WindowDataParameter.crop_size) -} - -// optional bool mirror = 6 [default = false]; -bool WindowDataParameter::has_mirror() const { - return (_has_bits_[0] & 0x00000020u) != 0; -} -void WindowDataParameter::set_has_mirror() { - _has_bits_[0] |= 0x00000020u; -} -void WindowDataParameter::clear_has_mirror() { - _has_bits_[0] &= ~0x00000020u; -} -void WindowDataParameter::clear_mirror() { - mirror_ = false; - clear_has_mirror(); -} -bool WindowDataParameter::mirror() const { - // @@protoc_insertion_point(field_get:caffe.WindowDataParameter.mirror) - return mirror_; -} -void WindowDataParameter::set_mirror(bool value) { - set_has_mirror(); - mirror_ = value; - // @@protoc_insertion_point(field_set:caffe.WindowDataParameter.mirror) -} - -// optional float fg_threshold = 7 [default = 0.5]; -bool WindowDataParameter::has_fg_threshold() const { - return (_has_bits_[0] & 0x00000040u) != 0; -} -void WindowDataParameter::set_has_fg_threshold() { - _has_bits_[0] |= 0x00000040u; -} -void WindowDataParameter::clear_has_fg_threshold() { - _has_bits_[0] &= ~0x00000040u; -} -void WindowDataParameter::clear_fg_threshold() { - fg_threshold_ = 0.5f; - clear_has_fg_threshold(); -} -float WindowDataParameter::fg_threshold() const { - // @@protoc_insertion_point(field_get:caffe.WindowDataParameter.fg_threshold) - return fg_threshold_; -} -void WindowDataParameter::set_fg_threshold(float value) { - set_has_fg_threshold(); - fg_threshold_ = value; - // @@protoc_insertion_point(field_set:caffe.WindowDataParameter.fg_threshold) -} - -// optional float bg_threshold = 8 [default = 0.5]; -bool WindowDataParameter::has_bg_threshold() const { - return (_has_bits_[0] & 0x00000080u) != 0; -} -void WindowDataParameter::set_has_bg_threshold() { - _has_bits_[0] |= 0x00000080u; -} -void WindowDataParameter::clear_has_bg_threshold() { - _has_bits_[0] &= ~0x00000080u; -} -void WindowDataParameter::clear_bg_threshold() { - bg_threshold_ = 0.5f; - clear_has_bg_threshold(); -} -float WindowDataParameter::bg_threshold() const { - // @@protoc_insertion_point(field_get:caffe.WindowDataParameter.bg_threshold) - return bg_threshold_; -} -void WindowDataParameter::set_bg_threshold(float value) { - set_has_bg_threshold(); - bg_threshold_ = value; - // @@protoc_insertion_point(field_set:caffe.WindowDataParameter.bg_threshold) -} - -// optional float fg_fraction = 9 [default = 0.25]; -bool WindowDataParameter::has_fg_fraction() const { - return (_has_bits_[0] & 0x00000100u) != 0; -} -void WindowDataParameter::set_has_fg_fraction() { - _has_bits_[0] |= 0x00000100u; -} -void WindowDataParameter::clear_has_fg_fraction() { - _has_bits_[0] &= ~0x00000100u; -} -void WindowDataParameter::clear_fg_fraction() { - fg_fraction_ = 0.25f; - clear_has_fg_fraction(); -} -float WindowDataParameter::fg_fraction() const { - // @@protoc_insertion_point(field_get:caffe.WindowDataParameter.fg_fraction) - return fg_fraction_; -} -void WindowDataParameter::set_fg_fraction(float value) { - set_has_fg_fraction(); - fg_fraction_ = value; - // @@protoc_insertion_point(field_set:caffe.WindowDataParameter.fg_fraction) -} - -// optional uint32 context_pad = 10 [default = 0]; -bool WindowDataParameter::has_context_pad() const { - return (_has_bits_[0] & 0x00000200u) != 0; -} -void WindowDataParameter::set_has_context_pad() { - _has_bits_[0] |= 0x00000200u; -} -void WindowDataParameter::clear_has_context_pad() { - _has_bits_[0] &= ~0x00000200u; -} -void WindowDataParameter::clear_context_pad() { - context_pad_ = 0u; - clear_has_context_pad(); -} -::google::protobuf::uint32 WindowDataParameter::context_pad() const { - // @@protoc_insertion_point(field_get:caffe.WindowDataParameter.context_pad) - return context_pad_; -} -void WindowDataParameter::set_context_pad(::google::protobuf::uint32 value) { - set_has_context_pad(); - context_pad_ = value; - // @@protoc_insertion_point(field_set:caffe.WindowDataParameter.context_pad) -} - -// optional string crop_mode = 11 [default = "warp"]; -bool WindowDataParameter::has_crop_mode() const { - return (_has_bits_[0] & 0x00000400u) != 0; -} -void WindowDataParameter::set_has_crop_mode() { - _has_bits_[0] |= 0x00000400u; -} -void WindowDataParameter::clear_has_crop_mode() { - _has_bits_[0] &= ~0x00000400u; -} -void WindowDataParameter::clear_crop_mode() { - crop_mode_.ClearToDefaultNoArena(_default_crop_mode_); - clear_has_crop_mode(); -} -const ::std::string& WindowDataParameter::crop_mode() const { - // @@protoc_insertion_point(field_get:caffe.WindowDataParameter.crop_mode) - return crop_mode_.GetNoArena(_default_crop_mode_); -} -void WindowDataParameter::set_crop_mode(const ::std::string& value) { - set_has_crop_mode(); - crop_mode_.SetNoArena(_default_crop_mode_, value); - // @@protoc_insertion_point(field_set:caffe.WindowDataParameter.crop_mode) -} -void WindowDataParameter::set_crop_mode(const char* value) { - set_has_crop_mode(); - crop_mode_.SetNoArena(_default_crop_mode_, ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.WindowDataParameter.crop_mode) -} -void WindowDataParameter::set_crop_mode(const char* value, size_t size) { - set_has_crop_mode(); - crop_mode_.SetNoArena(_default_crop_mode_, - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.WindowDataParameter.crop_mode) -} -::std::string* WindowDataParameter::mutable_crop_mode() { - set_has_crop_mode(); - // @@protoc_insertion_point(field_mutable:caffe.WindowDataParameter.crop_mode) - return crop_mode_.MutableNoArena(_default_crop_mode_); -} -::std::string* WindowDataParameter::release_crop_mode() { - // @@protoc_insertion_point(field_release:caffe.WindowDataParameter.crop_mode) - clear_has_crop_mode(); - return crop_mode_.ReleaseNoArena(_default_crop_mode_); -} -void WindowDataParameter::set_allocated_crop_mode(::std::string* crop_mode) { - if (crop_mode != NULL) { - set_has_crop_mode(); - } else { - clear_has_crop_mode(); - } - crop_mode_.SetAllocatedNoArena(_default_crop_mode_, crop_mode); - // @@protoc_insertion_point(field_set_allocated:caffe.WindowDataParameter.crop_mode) -} - -// optional bool cache_images = 12 [default = false]; -bool WindowDataParameter::has_cache_images() const { - return (_has_bits_[0] & 0x00000800u) != 0; -} -void WindowDataParameter::set_has_cache_images() { - _has_bits_[0] |= 0x00000800u; -} -void WindowDataParameter::clear_has_cache_images() { - _has_bits_[0] &= ~0x00000800u; -} -void WindowDataParameter::clear_cache_images() { - cache_images_ = false; - clear_has_cache_images(); -} -bool WindowDataParameter::cache_images() const { - // @@protoc_insertion_point(field_get:caffe.WindowDataParameter.cache_images) - return cache_images_; -} -void WindowDataParameter::set_cache_images(bool value) { - set_has_cache_images(); - cache_images_ = value; - // @@protoc_insertion_point(field_set:caffe.WindowDataParameter.cache_images) -} - -// optional string root_folder = 13 [default = ""]; -bool WindowDataParameter::has_root_folder() const { - return (_has_bits_[0] & 0x00001000u) != 0; -} -void WindowDataParameter::set_has_root_folder() { - _has_bits_[0] |= 0x00001000u; -} -void WindowDataParameter::clear_has_root_folder() { - _has_bits_[0] &= ~0x00001000u; -} -void WindowDataParameter::clear_root_folder() { - root_folder_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_root_folder(); -} -const ::std::string& WindowDataParameter::root_folder() const { - // @@protoc_insertion_point(field_get:caffe.WindowDataParameter.root_folder) - return root_folder_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void WindowDataParameter::set_root_folder(const ::std::string& value) { - set_has_root_folder(); - root_folder_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.WindowDataParameter.root_folder) -} -void WindowDataParameter::set_root_folder(const char* value) { - set_has_root_folder(); - root_folder_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.WindowDataParameter.root_folder) -} -void WindowDataParameter::set_root_folder(const char* value, size_t size) { - set_has_root_folder(); - root_folder_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.WindowDataParameter.root_folder) -} -::std::string* WindowDataParameter::mutable_root_folder() { - set_has_root_folder(); - // @@protoc_insertion_point(field_mutable:caffe.WindowDataParameter.root_folder) - return root_folder_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -::std::string* WindowDataParameter::release_root_folder() { - // @@protoc_insertion_point(field_release:caffe.WindowDataParameter.root_folder) - clear_has_root_folder(); - return root_folder_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void WindowDataParameter::set_allocated_root_folder(::std::string* root_folder) { - if (root_folder != NULL) { - set_has_root_folder(); - } else { - clear_has_root_folder(); - } - root_folder_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), root_folder); - // @@protoc_insertion_point(field_set_allocated:caffe.WindowDataParameter.root_folder) -} - -inline const WindowDataParameter* WindowDataParameter::internal_default_instance() { - return &WindowDataParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -const ::google::protobuf::EnumDescriptor* SPPParameter_PoolMethod_descriptor() { - protobuf_AssignDescriptorsOnce(); - return SPPParameter_PoolMethod_descriptor_; -} -bool SPPParameter_PoolMethod_IsValid(int value) { - switch (value) { - case 0: - case 1: - case 2: - return true; - default: - return false; - } -} - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const SPPParameter_PoolMethod SPPParameter::MAX; -const SPPParameter_PoolMethod SPPParameter::AVE; -const SPPParameter_PoolMethod SPPParameter::STOCHASTIC; -const SPPParameter_PoolMethod SPPParameter::PoolMethod_MIN; -const SPPParameter_PoolMethod SPPParameter::PoolMethod_MAX; -const int SPPParameter::PoolMethod_ARRAYSIZE; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 -const ::google::protobuf::EnumDescriptor* SPPParameter_Engine_descriptor() { - protobuf_AssignDescriptorsOnce(); - return SPPParameter_Engine_descriptor_; -} -bool SPPParameter_Engine_IsValid(int value) { - switch (value) { - case 0: - case 1: - case 2: - return true; - default: - return false; - } -} - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const SPPParameter_Engine SPPParameter::DEFAULT; -const SPPParameter_Engine SPPParameter::CAFFE; -const SPPParameter_Engine SPPParameter::CUDNN; -const SPPParameter_Engine SPPParameter::Engine_MIN; -const SPPParameter_Engine SPPParameter::Engine_MAX; -const int SPPParameter::Engine_ARRAYSIZE; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int SPPParameter::kPyramidHeightFieldNumber; -const int SPPParameter::kPoolFieldNumber; -const int SPPParameter::kEngineFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -SPPParameter::SPPParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.SPPParameter) -} - -void SPPParameter::InitAsDefaultInstance() { -} - -SPPParameter::SPPParameter(const SPPParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.SPPParameter) -} - -void SPPParameter::SharedCtor() { - _cached_size_ = 0; - ::memset(&pyramid_height_, 0, reinterpret_cast(&engine_) - - reinterpret_cast(&pyramid_height_) + sizeof(engine_)); -} - -SPPParameter::~SPPParameter() { - // @@protoc_insertion_point(destructor:caffe.SPPParameter) - SharedDtor(); -} - -void SPPParameter::SharedDtor() { -} - -void SPPParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* SPPParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return SPPParameter_descriptor_; -} - -const SPPParameter& SPPParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed SPPParameter_default_instance_; - -SPPParameter* SPPParameter::New(::google::protobuf::Arena* arena) const { - SPPParameter* n = new SPPParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void SPPParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.SPPParameter) -#if defined(__clang__) -#define ZR_HELPER_(f) \ - _Pragma("clang diagnostic push") \ - _Pragma("clang diagnostic ignored \"-Winvalid-offsetof\"") \ - __builtin_offsetof(SPPParameter, f) \ - _Pragma("clang diagnostic pop") -#else -#define ZR_HELPER_(f) reinterpret_cast(\ - &reinterpret_cast(16)->f) -#endif - -#define ZR_(first, last) do {\ - ::memset(&(first), 0,\ - ZR_HELPER_(last) - ZR_HELPER_(first) + sizeof(last));\ -} while (0) - - ZR_(pyramid_height_, engine_); - -#undef ZR_HELPER_ -#undef ZR_ - - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool SPPParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.SPPParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional uint32 pyramid_height = 1; - case 1: { - if (tag == 8) { - set_has_pyramid_height(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &pyramid_height_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(16)) goto parse_pool; - break; - } - - // optional .caffe.SPPParameter.PoolMethod pool = 2 [default = MAX]; - case 2: { - if (tag == 16) { - parse_pool: - int value; - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - int, ::google::protobuf::internal::WireFormatLite::TYPE_ENUM>( - input, &value))); - if (::caffe::SPPParameter_PoolMethod_IsValid(value)) { - set_pool(static_cast< ::caffe::SPPParameter_PoolMethod >(value)); - } else { - mutable_unknown_fields()->AddVarint(2, value); - } - } else { - goto handle_unusual; - } - if (input->ExpectTag(48)) goto parse_engine; - break; - } - - // optional .caffe.SPPParameter.Engine engine = 6 [default = DEFAULT]; - case 6: { - if (tag == 48) { - parse_engine: - int value; - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - int, ::google::protobuf::internal::WireFormatLite::TYPE_ENUM>( - input, &value))); - if (::caffe::SPPParameter_Engine_IsValid(value)) { - set_engine(static_cast< ::caffe::SPPParameter_Engine >(value)); - } else { - mutable_unknown_fields()->AddVarint(6, value); - } - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.SPPParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.SPPParameter) - return false; -#undef DO_ -} - -void SPPParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.SPPParameter) - // optional uint32 pyramid_height = 1; - if (has_pyramid_height()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(1, this->pyramid_height(), output); - } - - // optional .caffe.SPPParameter.PoolMethod pool = 2 [default = MAX]; - if (has_pool()) { - ::google::protobuf::internal::WireFormatLite::WriteEnum( - 2, this->pool(), output); - } - - // optional .caffe.SPPParameter.Engine engine = 6 [default = DEFAULT]; - if (has_engine()) { - ::google::protobuf::internal::WireFormatLite::WriteEnum( - 6, this->engine(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.SPPParameter) -} - -::google::protobuf::uint8* SPPParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.SPPParameter) - // optional uint32 pyramid_height = 1; - if (has_pyramid_height()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(1, this->pyramid_height(), target); - } - - // optional .caffe.SPPParameter.PoolMethod pool = 2 [default = MAX]; - if (has_pool()) { - target = ::google::protobuf::internal::WireFormatLite::WriteEnumToArray( - 2, this->pool(), target); - } - - // optional .caffe.SPPParameter.Engine engine = 6 [default = DEFAULT]; - if (has_engine()) { - target = ::google::protobuf::internal::WireFormatLite::WriteEnumToArray( - 6, this->engine(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.SPPParameter) - return target; -} - -size_t SPPParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.SPPParameter) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 7u) { - // optional uint32 pyramid_height = 1; - if (has_pyramid_height()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->pyramid_height()); - } - - // optional .caffe.SPPParameter.PoolMethod pool = 2 [default = MAX]; - if (has_pool()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::EnumSize(this->pool()); - } - - // optional .caffe.SPPParameter.Engine engine = 6 [default = DEFAULT]; - if (has_engine()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::EnumSize(this->engine()); - } - - } - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void SPPParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.SPPParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const SPPParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.SPPParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.SPPParameter) - UnsafeMergeFrom(*source); - } -} - -void SPPParameter::MergeFrom(const SPPParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.SPPParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void SPPParameter::UnsafeMergeFrom(const SPPParameter& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_pyramid_height()) { - set_pyramid_height(from.pyramid_height()); - } - if (from.has_pool()) { - set_pool(from.pool()); - } - if (from.has_engine()) { - set_engine(from.engine()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void SPPParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.SPPParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void SPPParameter::CopyFrom(const SPPParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.SPPParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool SPPParameter::IsInitialized() const { - - return true; -} - -void SPPParameter::Swap(SPPParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void SPPParameter::InternalSwap(SPPParameter* other) { - std::swap(pyramid_height_, other->pyramid_height_); - std::swap(pool_, other->pool_); - std::swap(engine_, other->engine_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata SPPParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = SPPParameter_descriptor_; - metadata.reflection = SPPParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// SPPParameter - -// optional uint32 pyramid_height = 1; -bool SPPParameter::has_pyramid_height() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void SPPParameter::set_has_pyramid_height() { - _has_bits_[0] |= 0x00000001u; -} -void SPPParameter::clear_has_pyramid_height() { - _has_bits_[0] &= ~0x00000001u; -} -void SPPParameter::clear_pyramid_height() { - pyramid_height_ = 0u; - clear_has_pyramid_height(); -} -::google::protobuf::uint32 SPPParameter::pyramid_height() const { - // @@protoc_insertion_point(field_get:caffe.SPPParameter.pyramid_height) - return pyramid_height_; -} -void SPPParameter::set_pyramid_height(::google::protobuf::uint32 value) { - set_has_pyramid_height(); - pyramid_height_ = value; - // @@protoc_insertion_point(field_set:caffe.SPPParameter.pyramid_height) -} - -// optional .caffe.SPPParameter.PoolMethod pool = 2 [default = MAX]; -bool SPPParameter::has_pool() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void SPPParameter::set_has_pool() { - _has_bits_[0] |= 0x00000002u; -} -void SPPParameter::clear_has_pool() { - _has_bits_[0] &= ~0x00000002u; -} -void SPPParameter::clear_pool() { - pool_ = 0; - clear_has_pool(); -} -::caffe::SPPParameter_PoolMethod SPPParameter::pool() const { - // @@protoc_insertion_point(field_get:caffe.SPPParameter.pool) - return static_cast< ::caffe::SPPParameter_PoolMethod >(pool_); -} -void SPPParameter::set_pool(::caffe::SPPParameter_PoolMethod value) { - assert(::caffe::SPPParameter_PoolMethod_IsValid(value)); - set_has_pool(); - pool_ = value; - // @@protoc_insertion_point(field_set:caffe.SPPParameter.pool) -} - -// optional .caffe.SPPParameter.Engine engine = 6 [default = DEFAULT]; -bool SPPParameter::has_engine() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -void SPPParameter::set_has_engine() { - _has_bits_[0] |= 0x00000004u; -} -void SPPParameter::clear_has_engine() { - _has_bits_[0] &= ~0x00000004u; -} -void SPPParameter::clear_engine() { - engine_ = 0; - clear_has_engine(); -} -::caffe::SPPParameter_Engine SPPParameter::engine() const { - // @@protoc_insertion_point(field_get:caffe.SPPParameter.engine) - return static_cast< ::caffe::SPPParameter_Engine >(engine_); -} -void SPPParameter::set_engine(::caffe::SPPParameter_Engine value) { - assert(::caffe::SPPParameter_Engine_IsValid(value)); - set_has_engine(); - engine_ = value; - // @@protoc_insertion_point(field_set:caffe.SPPParameter.engine) -} - -inline const SPPParameter* SPPParameter::internal_default_instance() { - return &SPPParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -const ::google::protobuf::EnumDescriptor* V1LayerParameter_LayerType_descriptor() { - protobuf_AssignDescriptorsOnce(); - return V1LayerParameter_LayerType_descriptor_; -} -bool V1LayerParameter_LayerType_IsValid(int value) { - switch (value) { - case 0: - case 1: - case 2: - case 3: - case 4: - case 5: - case 6: - case 7: - case 8: - case 9: - case 10: - case 11: - case 12: - case 13: - case 14: - case 15: - case 16: - case 17: - case 18: - case 19: - case 20: - case 21: - case 22: - case 23: - case 24: - case 25: - case 26: - case 27: - case 28: - case 29: - case 30: - case 31: - case 32: - case 33: - case 34: - case 35: - case 36: - case 37: - case 38: - case 39: - return true; - default: - return false; - } -} - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const V1LayerParameter_LayerType V1LayerParameter::NONE; -const V1LayerParameter_LayerType V1LayerParameter::ABSVAL; -const V1LayerParameter_LayerType V1LayerParameter::ACCURACY; -const V1LayerParameter_LayerType V1LayerParameter::ARGMAX; -const V1LayerParameter_LayerType V1LayerParameter::BNLL; -const V1LayerParameter_LayerType V1LayerParameter::CONCAT; -const V1LayerParameter_LayerType V1LayerParameter::CONTRASTIVE_LOSS; -const V1LayerParameter_LayerType V1LayerParameter::CONVOLUTION; -const V1LayerParameter_LayerType V1LayerParameter::DATA; -const V1LayerParameter_LayerType V1LayerParameter::DECONVOLUTION; -const V1LayerParameter_LayerType V1LayerParameter::DROPOUT; -const V1LayerParameter_LayerType V1LayerParameter::DUMMY_DATA; -const V1LayerParameter_LayerType V1LayerParameter::EUCLIDEAN_LOSS; -const V1LayerParameter_LayerType V1LayerParameter::ELTWISE; -const V1LayerParameter_LayerType V1LayerParameter::EXP; -const V1LayerParameter_LayerType V1LayerParameter::FLATTEN; -const V1LayerParameter_LayerType V1LayerParameter::HDF5_DATA; -const V1LayerParameter_LayerType V1LayerParameter::HDF5_OUTPUT; -const V1LayerParameter_LayerType V1LayerParameter::HINGE_LOSS; -const V1LayerParameter_LayerType V1LayerParameter::IM2COL; -const V1LayerParameter_LayerType V1LayerParameter::IMAGE_DATA; -const V1LayerParameter_LayerType V1LayerParameter::INFOGAIN_LOSS; -const V1LayerParameter_LayerType V1LayerParameter::INNER_PRODUCT; -const V1LayerParameter_LayerType V1LayerParameter::LRN; -const V1LayerParameter_LayerType V1LayerParameter::MEMORY_DATA; -const V1LayerParameter_LayerType V1LayerParameter::MULTINOMIAL_LOGISTIC_LOSS; -const V1LayerParameter_LayerType V1LayerParameter::MVN; -const V1LayerParameter_LayerType V1LayerParameter::POOLING; -const V1LayerParameter_LayerType V1LayerParameter::POWER; -const V1LayerParameter_LayerType V1LayerParameter::RELU; -const V1LayerParameter_LayerType V1LayerParameter::SIGMOID; -const V1LayerParameter_LayerType V1LayerParameter::SIGMOID_CROSS_ENTROPY_LOSS; -const V1LayerParameter_LayerType V1LayerParameter::SILENCE; -const V1LayerParameter_LayerType V1LayerParameter::SOFTMAX; -const V1LayerParameter_LayerType V1LayerParameter::SOFTMAX_LOSS; -const V1LayerParameter_LayerType V1LayerParameter::SPLIT; -const V1LayerParameter_LayerType V1LayerParameter::SLICE; -const V1LayerParameter_LayerType V1LayerParameter::TANH; -const V1LayerParameter_LayerType V1LayerParameter::WINDOW_DATA; -const V1LayerParameter_LayerType V1LayerParameter::THRESHOLD; -const V1LayerParameter_LayerType V1LayerParameter::LayerType_MIN; -const V1LayerParameter_LayerType V1LayerParameter::LayerType_MAX; -const int V1LayerParameter::LayerType_ARRAYSIZE; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 -const ::google::protobuf::EnumDescriptor* V1LayerParameter_DimCheckMode_descriptor() { - protobuf_AssignDescriptorsOnce(); - return V1LayerParameter_DimCheckMode_descriptor_; -} -bool V1LayerParameter_DimCheckMode_IsValid(int value) { - switch (value) { - case 0: - case 1: - return true; - default: - return false; - } -} - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const V1LayerParameter_DimCheckMode V1LayerParameter::STRICT; -const V1LayerParameter_DimCheckMode V1LayerParameter::PERMISSIVE; -const V1LayerParameter_DimCheckMode V1LayerParameter::DimCheckMode_MIN; -const V1LayerParameter_DimCheckMode V1LayerParameter::DimCheckMode_MAX; -const int V1LayerParameter::DimCheckMode_ARRAYSIZE; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int V1LayerParameter::kBottomFieldNumber; -const int V1LayerParameter::kTopFieldNumber; -const int V1LayerParameter::kNameFieldNumber; -const int V1LayerParameter::kIncludeFieldNumber; -const int V1LayerParameter::kExcludeFieldNumber; -const int V1LayerParameter::kTypeFieldNumber; -const int V1LayerParameter::kBlobsFieldNumber; -const int V1LayerParameter::kParamFieldNumber; -const int V1LayerParameter::kBlobShareModeFieldNumber; -const int V1LayerParameter::kBlobsLrFieldNumber; -const int V1LayerParameter::kWeightDecayFieldNumber; -const int V1LayerParameter::kLossWeightFieldNumber; -const int V1LayerParameter::kAccuracyParamFieldNumber; -const int V1LayerParameter::kArgmaxParamFieldNumber; -const int V1LayerParameter::kConcatParamFieldNumber; -const int V1LayerParameter::kContrastiveLossParamFieldNumber; -const int V1LayerParameter::kConvolutionParamFieldNumber; -const int V1LayerParameter::kDataParamFieldNumber; -const int V1LayerParameter::kDropoutParamFieldNumber; -const int V1LayerParameter::kDummyDataParamFieldNumber; -const int V1LayerParameter::kEltwiseParamFieldNumber; -const int V1LayerParameter::kExpParamFieldNumber; -const int V1LayerParameter::kHdf5DataParamFieldNumber; -const int V1LayerParameter::kHdf5OutputParamFieldNumber; -const int V1LayerParameter::kHingeLossParamFieldNumber; -const int V1LayerParameter::kImageDataParamFieldNumber; -const int V1LayerParameter::kInfogainLossParamFieldNumber; -const int V1LayerParameter::kInnerProductParamFieldNumber; -const int V1LayerParameter::kLrnParamFieldNumber; -const int V1LayerParameter::kMemoryDataParamFieldNumber; -const int V1LayerParameter::kMvnParamFieldNumber; -const int V1LayerParameter::kPoolingParamFieldNumber; -const int V1LayerParameter::kPowerParamFieldNumber; -const int V1LayerParameter::kReluParamFieldNumber; -const int V1LayerParameter::kSigmoidParamFieldNumber; -const int V1LayerParameter::kSoftmaxParamFieldNumber; -const int V1LayerParameter::kSliceParamFieldNumber; -const int V1LayerParameter::kTanhParamFieldNumber; -const int V1LayerParameter::kThresholdParamFieldNumber; -const int V1LayerParameter::kWindowDataParamFieldNumber; -const int V1LayerParameter::kTransformParamFieldNumber; -const int V1LayerParameter::kLossParamFieldNumber; -const int V1LayerParameter::kLayerFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -V1LayerParameter::V1LayerParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.V1LayerParameter) -} - -void V1LayerParameter::InitAsDefaultInstance() { - accuracy_param_ = const_cast< ::caffe::AccuracyParameter*>( - ::caffe::AccuracyParameter::internal_default_instance()); - argmax_param_ = const_cast< ::caffe::ArgMaxParameter*>( - ::caffe::ArgMaxParameter::internal_default_instance()); - concat_param_ = const_cast< ::caffe::ConcatParameter*>( - ::caffe::ConcatParameter::internal_default_instance()); - contrastive_loss_param_ = const_cast< ::caffe::ContrastiveLossParameter*>( - ::caffe::ContrastiveLossParameter::internal_default_instance()); - convolution_param_ = const_cast< ::caffe::ConvolutionParameter*>( - ::caffe::ConvolutionParameter::internal_default_instance()); - data_param_ = const_cast< ::caffe::DataParameter*>( - ::caffe::DataParameter::internal_default_instance()); - dropout_param_ = const_cast< ::caffe::DropoutParameter*>( - ::caffe::DropoutParameter::internal_default_instance()); - dummy_data_param_ = const_cast< ::caffe::DummyDataParameter*>( - ::caffe::DummyDataParameter::internal_default_instance()); - eltwise_param_ = const_cast< ::caffe::EltwiseParameter*>( - ::caffe::EltwiseParameter::internal_default_instance()); - exp_param_ = const_cast< ::caffe::ExpParameter*>( - ::caffe::ExpParameter::internal_default_instance()); - hdf5_data_param_ = const_cast< ::caffe::HDF5DataParameter*>( - ::caffe::HDF5DataParameter::internal_default_instance()); - hdf5_output_param_ = const_cast< ::caffe::HDF5OutputParameter*>( - ::caffe::HDF5OutputParameter::internal_default_instance()); - hinge_loss_param_ = const_cast< ::caffe::HingeLossParameter*>( - ::caffe::HingeLossParameter::internal_default_instance()); - image_data_param_ = const_cast< ::caffe::ImageDataParameter*>( - ::caffe::ImageDataParameter::internal_default_instance()); - infogain_loss_param_ = const_cast< ::caffe::InfogainLossParameter*>( - ::caffe::InfogainLossParameter::internal_default_instance()); - inner_product_param_ = const_cast< ::caffe::InnerProductParameter*>( - ::caffe::InnerProductParameter::internal_default_instance()); - lrn_param_ = const_cast< ::caffe::LRNParameter*>( - ::caffe::LRNParameter::internal_default_instance()); - memory_data_param_ = const_cast< ::caffe::MemoryDataParameter*>( - ::caffe::MemoryDataParameter::internal_default_instance()); - mvn_param_ = const_cast< ::caffe::MVNParameter*>( - ::caffe::MVNParameter::internal_default_instance()); - pooling_param_ = const_cast< ::caffe::PoolingParameter*>( - ::caffe::PoolingParameter::internal_default_instance()); - power_param_ = const_cast< ::caffe::PowerParameter*>( - ::caffe::PowerParameter::internal_default_instance()); - relu_param_ = const_cast< ::caffe::ReLUParameter*>( - ::caffe::ReLUParameter::internal_default_instance()); - sigmoid_param_ = const_cast< ::caffe::SigmoidParameter*>( - ::caffe::SigmoidParameter::internal_default_instance()); - softmax_param_ = const_cast< ::caffe::SoftmaxParameter*>( - ::caffe::SoftmaxParameter::internal_default_instance()); - slice_param_ = const_cast< ::caffe::SliceParameter*>( - ::caffe::SliceParameter::internal_default_instance()); - tanh_param_ = const_cast< ::caffe::TanHParameter*>( - ::caffe::TanHParameter::internal_default_instance()); - threshold_param_ = const_cast< ::caffe::ThresholdParameter*>( - ::caffe::ThresholdParameter::internal_default_instance()); - window_data_param_ = const_cast< ::caffe::WindowDataParameter*>( - ::caffe::WindowDataParameter::internal_default_instance()); - transform_param_ = const_cast< ::caffe::TransformationParameter*>( - ::caffe::TransformationParameter::internal_default_instance()); - loss_param_ = const_cast< ::caffe::LossParameter*>( - ::caffe::LossParameter::internal_default_instance()); - layer_ = const_cast< ::caffe::V0LayerParameter*>( - ::caffe::V0LayerParameter::internal_default_instance()); -} - -V1LayerParameter::V1LayerParameter(const V1LayerParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.V1LayerParameter) -} - -void V1LayerParameter::SharedCtor() { - name_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - accuracy_param_ = NULL; - argmax_param_ = NULL; - concat_param_ = NULL; - contrastive_loss_param_ = NULL; - convolution_param_ = NULL; - data_param_ = NULL; - dropout_param_ = NULL; - dummy_data_param_ = NULL; - eltwise_param_ = NULL; - exp_param_ = NULL; - hdf5_data_param_ = NULL; - hdf5_output_param_ = NULL; - hinge_loss_param_ = NULL; - image_data_param_ = NULL; - infogain_loss_param_ = NULL; - inner_product_param_ = NULL; - lrn_param_ = NULL; - memory_data_param_ = NULL; - mvn_param_ = NULL; - pooling_param_ = NULL; - power_param_ = NULL; - relu_param_ = NULL; - sigmoid_param_ = NULL; - softmax_param_ = NULL; - slice_param_ = NULL; - tanh_param_ = NULL; - threshold_param_ = NULL; - window_data_param_ = NULL; - transform_param_ = NULL; - loss_param_ = NULL; - layer_ = NULL; - type_ = 0; - _cached_size_ = 0; -} - -V1LayerParameter::~V1LayerParameter() { - // @@protoc_insertion_point(destructor:caffe.V1LayerParameter) - SharedDtor(); -} - -void V1LayerParameter::SharedDtor() { - name_.DestroyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - if (this != &V1LayerParameter_default_instance_.get()) { - delete accuracy_param_; - delete argmax_param_; - delete concat_param_; - delete contrastive_loss_param_; - delete convolution_param_; - delete data_param_; - delete dropout_param_; - delete dummy_data_param_; - delete eltwise_param_; - delete exp_param_; - delete hdf5_data_param_; - delete hdf5_output_param_; - delete hinge_loss_param_; - delete image_data_param_; - delete infogain_loss_param_; - delete inner_product_param_; - delete lrn_param_; - delete memory_data_param_; - delete mvn_param_; - delete pooling_param_; - delete power_param_; - delete relu_param_; - delete sigmoid_param_; - delete softmax_param_; - delete slice_param_; - delete tanh_param_; - delete threshold_param_; - delete window_data_param_; - delete transform_param_; - delete loss_param_; - delete layer_; - } -} - -void V1LayerParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* V1LayerParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return V1LayerParameter_descriptor_; -} - -const V1LayerParameter& V1LayerParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed V1LayerParameter_default_instance_; - -V1LayerParameter* V1LayerParameter::New(::google::protobuf::Arena* arena) const { - V1LayerParameter* n = new V1LayerParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void V1LayerParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.V1LayerParameter) - if (_has_bits_[0 / 32] & 36u) { - if (has_name()) { - name_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - type_ = 0; - } - if (_has_bits_[8 / 32] & 61440u) { - if (has_accuracy_param()) { - if (accuracy_param_ != NULL) accuracy_param_->::caffe::AccuracyParameter::Clear(); - } - if (has_argmax_param()) { - if (argmax_param_ != NULL) argmax_param_->::caffe::ArgMaxParameter::Clear(); - } - if (has_concat_param()) { - if (concat_param_ != NULL) concat_param_->::caffe::ConcatParameter::Clear(); - } - if (has_contrastive_loss_param()) { - if (contrastive_loss_param_ != NULL) contrastive_loss_param_->::caffe::ContrastiveLossParameter::Clear(); - } - } - if (_has_bits_[16 / 32] & 16711680u) { - if (has_convolution_param()) { - if (convolution_param_ != NULL) convolution_param_->::caffe::ConvolutionParameter::Clear(); - } - if (has_data_param()) { - if (data_param_ != NULL) data_param_->::caffe::DataParameter::Clear(); - } - if (has_dropout_param()) { - if (dropout_param_ != NULL) dropout_param_->::caffe::DropoutParameter::Clear(); - } - if (has_dummy_data_param()) { - if (dummy_data_param_ != NULL) dummy_data_param_->::caffe::DummyDataParameter::Clear(); - } - if (has_eltwise_param()) { - if (eltwise_param_ != NULL) eltwise_param_->::caffe::EltwiseParameter::Clear(); - } - if (has_exp_param()) { - if (exp_param_ != NULL) exp_param_->::caffe::ExpParameter::Clear(); - } - if (has_hdf5_data_param()) { - if (hdf5_data_param_ != NULL) hdf5_data_param_->::caffe::HDF5DataParameter::Clear(); - } - if (has_hdf5_output_param()) { - if (hdf5_output_param_ != NULL) hdf5_output_param_->::caffe::HDF5OutputParameter::Clear(); - } - } - if (_has_bits_[24 / 32] & 4278190080u) { - if (has_hinge_loss_param()) { - if (hinge_loss_param_ != NULL) hinge_loss_param_->::caffe::HingeLossParameter::Clear(); - } - if (has_image_data_param()) { - if (image_data_param_ != NULL) image_data_param_->::caffe::ImageDataParameter::Clear(); - } - if (has_infogain_loss_param()) { - if (infogain_loss_param_ != NULL) infogain_loss_param_->::caffe::InfogainLossParameter::Clear(); - } - if (has_inner_product_param()) { - if (inner_product_param_ != NULL) inner_product_param_->::caffe::InnerProductParameter::Clear(); - } - if (has_lrn_param()) { - if (lrn_param_ != NULL) lrn_param_->::caffe::LRNParameter::Clear(); - } - if (has_memory_data_param()) { - if (memory_data_param_ != NULL) memory_data_param_->::caffe::MemoryDataParameter::Clear(); - } - if (has_mvn_param()) { - if (mvn_param_ != NULL) mvn_param_->::caffe::MVNParameter::Clear(); - } - if (has_pooling_param()) { - if (pooling_param_ != NULL) pooling_param_->::caffe::PoolingParameter::Clear(); - } - } - if (_has_bits_[32 / 32] & 255u) { - if (has_power_param()) { - if (power_param_ != NULL) power_param_->::caffe::PowerParameter::Clear(); - } - if (has_relu_param()) { - if (relu_param_ != NULL) relu_param_->::caffe::ReLUParameter::Clear(); - } - if (has_sigmoid_param()) { - if (sigmoid_param_ != NULL) sigmoid_param_->::caffe::SigmoidParameter::Clear(); - } - if (has_softmax_param()) { - if (softmax_param_ != NULL) softmax_param_->::caffe::SoftmaxParameter::Clear(); - } - if (has_slice_param()) { - if (slice_param_ != NULL) slice_param_->::caffe::SliceParameter::Clear(); - } - if (has_tanh_param()) { - if (tanh_param_ != NULL) tanh_param_->::caffe::TanHParameter::Clear(); - } - if (has_threshold_param()) { - if (threshold_param_ != NULL) threshold_param_->::caffe::ThresholdParameter::Clear(); - } - if (has_window_data_param()) { - if (window_data_param_ != NULL) window_data_param_->::caffe::WindowDataParameter::Clear(); - } - } - if (_has_bits_[40 / 32] & 1792u) { - if (has_transform_param()) { - if (transform_param_ != NULL) transform_param_->::caffe::TransformationParameter::Clear(); - } - if (has_loss_param()) { - if (loss_param_ != NULL) loss_param_->::caffe::LossParameter::Clear(); - } - if (has_layer()) { - if (layer_ != NULL) layer_->::caffe::V0LayerParameter::Clear(); - } - } - bottom_.Clear(); - top_.Clear(); - include_.Clear(); - exclude_.Clear(); - blobs_.Clear(); - param_.Clear(); - blob_share_mode_.Clear(); - blobs_lr_.Clear(); - weight_decay_.Clear(); - loss_weight_.Clear(); - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool V1LayerParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.V1LayerParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(16383); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional .caffe.V0LayerParameter layer = 1; - case 1: { - if (tag == 10) { - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_layer())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(18)) goto parse_bottom; - break; - } - - // repeated string bottom = 2; - case 2: { - if (tag == 18) { - parse_bottom: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->add_bottom())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->bottom(this->bottom_size() - 1).data(), - this->bottom(this->bottom_size() - 1).length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.V1LayerParameter.bottom"); - } else { - goto handle_unusual; - } - if (input->ExpectTag(18)) goto parse_bottom; - if (input->ExpectTag(26)) goto parse_top; - break; - } - - // repeated string top = 3; - case 3: { - if (tag == 26) { - parse_top: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->add_top())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->top(this->top_size() - 1).data(), - this->top(this->top_size() - 1).length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.V1LayerParameter.top"); - } else { - goto handle_unusual; - } - if (input->ExpectTag(26)) goto parse_top; - if (input->ExpectTag(34)) goto parse_name; - break; - } - - // optional string name = 4; - case 4: { - if (tag == 34) { - parse_name: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_name())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->name().data(), this->name().length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.V1LayerParameter.name"); - } else { - goto handle_unusual; - } - if (input->ExpectTag(40)) goto parse_type; - break; - } - - // optional .caffe.V1LayerParameter.LayerType type = 5; - case 5: { - if (tag == 40) { - parse_type: - int value; - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - int, ::google::protobuf::internal::WireFormatLite::TYPE_ENUM>( - input, &value))); - if (::caffe::V1LayerParameter_LayerType_IsValid(value)) { - set_type(static_cast< ::caffe::V1LayerParameter_LayerType >(value)); - } else { - mutable_unknown_fields()->AddVarint(5, value); - } - } else { - goto handle_unusual; - } - if (input->ExpectTag(50)) goto parse_blobs; - break; - } - - // repeated .caffe.BlobProto blobs = 6; - case 6: { - if (tag == 50) { - parse_blobs: - DO_(input->IncrementRecursionDepth()); - parse_loop_blobs: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtualNoRecursionDepth( - input, add_blobs())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(50)) goto parse_loop_blobs; - input->UnsafeDecrementRecursionDepth(); - if (input->ExpectTag(61)) goto parse_blobs_lr; - break; - } - - // repeated float blobs_lr = 7; - case 7: { - if (tag == 61) { - parse_blobs_lr: - DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - 1, 61, input, this->mutable_blobs_lr()))); - } else if (tag == 58) { - DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitiveNoInline< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, this->mutable_blobs_lr()))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(61)) goto parse_blobs_lr; - if (input->ExpectTag(69)) goto parse_weight_decay; - break; - } - - // repeated float weight_decay = 8; - case 8: { - if (tag == 69) { - parse_weight_decay: - DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - 1, 69, input, this->mutable_weight_decay()))); - } else if (tag == 66) { - DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitiveNoInline< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, this->mutable_weight_decay()))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(69)) goto parse_weight_decay; - if (input->ExpectTag(74)) goto parse_concat_param; - break; - } - - // optional .caffe.ConcatParameter concat_param = 9; - case 9: { - if (tag == 74) { - parse_concat_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_concat_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(82)) goto parse_convolution_param; - break; - } - - // optional .caffe.ConvolutionParameter convolution_param = 10; - case 10: { - if (tag == 82) { - parse_convolution_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_convolution_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(90)) goto parse_data_param; - break; - } - - // optional .caffe.DataParameter data_param = 11; - case 11: { - if (tag == 90) { - parse_data_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_data_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(98)) goto parse_dropout_param; - break; - } - - // optional .caffe.DropoutParameter dropout_param = 12; - case 12: { - if (tag == 98) { - parse_dropout_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_dropout_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(106)) goto parse_hdf5_data_param; - break; - } - - // optional .caffe.HDF5DataParameter hdf5_data_param = 13; - case 13: { - if (tag == 106) { - parse_hdf5_data_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_hdf5_data_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(114)) goto parse_hdf5_output_param; - break; - } - - // optional .caffe.HDF5OutputParameter hdf5_output_param = 14; - case 14: { - if (tag == 114) { - parse_hdf5_output_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_hdf5_output_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(122)) goto parse_image_data_param; - break; - } - - // optional .caffe.ImageDataParameter image_data_param = 15; - case 15: { - if (tag == 122) { - parse_image_data_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_image_data_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(130)) goto parse_infogain_loss_param; - break; - } - - // optional .caffe.InfogainLossParameter infogain_loss_param = 16; - case 16: { - if (tag == 130) { - parse_infogain_loss_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_infogain_loss_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(138)) goto parse_inner_product_param; - break; - } - - // optional .caffe.InnerProductParameter inner_product_param = 17; - case 17: { - if (tag == 138) { - parse_inner_product_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_inner_product_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(146)) goto parse_lrn_param; - break; - } - - // optional .caffe.LRNParameter lrn_param = 18; - case 18: { - if (tag == 146) { - parse_lrn_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_lrn_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(154)) goto parse_pooling_param; - break; - } - - // optional .caffe.PoolingParameter pooling_param = 19; - case 19: { - if (tag == 154) { - parse_pooling_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_pooling_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(162)) goto parse_window_data_param; - break; - } - - // optional .caffe.WindowDataParameter window_data_param = 20; - case 20: { - if (tag == 162) { - parse_window_data_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_window_data_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(170)) goto parse_power_param; - break; - } - - // optional .caffe.PowerParameter power_param = 21; - case 21: { - if (tag == 170) { - parse_power_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_power_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(178)) goto parse_memory_data_param; - break; - } - - // optional .caffe.MemoryDataParameter memory_data_param = 22; - case 22: { - if (tag == 178) { - parse_memory_data_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_memory_data_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(186)) goto parse_argmax_param; - break; - } - - // optional .caffe.ArgMaxParameter argmax_param = 23; - case 23: { - if (tag == 186) { - parse_argmax_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_argmax_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(194)) goto parse_eltwise_param; - break; - } - - // optional .caffe.EltwiseParameter eltwise_param = 24; - case 24: { - if (tag == 194) { - parse_eltwise_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_eltwise_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(202)) goto parse_threshold_param; - break; - } - - // optional .caffe.ThresholdParameter threshold_param = 25; - case 25: { - if (tag == 202) { - parse_threshold_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_threshold_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(210)) goto parse_dummy_data_param; - break; - } - - // optional .caffe.DummyDataParameter dummy_data_param = 26; - case 26: { - if (tag == 210) { - parse_dummy_data_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_dummy_data_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(218)) goto parse_accuracy_param; - break; - } - - // optional .caffe.AccuracyParameter accuracy_param = 27; - case 27: { - if (tag == 218) { - parse_accuracy_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_accuracy_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(234)) goto parse_hinge_loss_param; - break; - } - - // optional .caffe.HingeLossParameter hinge_loss_param = 29; - case 29: { - if (tag == 234) { - parse_hinge_loss_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_hinge_loss_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(242)) goto parse_relu_param; - break; - } - - // optional .caffe.ReLUParameter relu_param = 30; - case 30: { - if (tag == 242) { - parse_relu_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_relu_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(250)) goto parse_slice_param; - break; - } - - // optional .caffe.SliceParameter slice_param = 31; - case 31: { - if (tag == 250) { - parse_slice_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_slice_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(258)) goto parse_include; - break; - } - - // repeated .caffe.NetStateRule include = 32; - case 32: { - if (tag == 258) { - parse_include: - DO_(input->IncrementRecursionDepth()); - parse_loop_include: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtualNoRecursionDepth( - input, add_include())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(258)) goto parse_loop_include; - if (input->ExpectTag(266)) goto parse_loop_exclude; - input->UnsafeDecrementRecursionDepth(); - break; - } - - // repeated .caffe.NetStateRule exclude = 33; - case 33: { - if (tag == 266) { - DO_(input->IncrementRecursionDepth()); - parse_loop_exclude: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtualNoRecursionDepth( - input, add_exclude())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(266)) goto parse_loop_exclude; - input->UnsafeDecrementRecursionDepth(); - if (input->ExpectTag(274)) goto parse_mvn_param; - break; - } - - // optional .caffe.MVNParameter mvn_param = 34; - case 34: { - if (tag == 274) { - parse_mvn_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_mvn_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(285)) goto parse_loss_weight; - break; - } - - // repeated float loss_weight = 35; - case 35: { - if (tag == 285) { - parse_loss_weight: - DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - 2, 285, input, this->mutable_loss_weight()))); - } else if (tag == 282) { - DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitiveNoInline< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, this->mutable_loss_weight()))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(285)) goto parse_loss_weight; - if (input->ExpectTag(290)) goto parse_transform_param; - break; - } - - // optional .caffe.TransformationParameter transform_param = 36; - case 36: { - if (tag == 290) { - parse_transform_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_transform_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(298)) goto parse_tanh_param; - break; - } - - // optional .caffe.TanHParameter tanh_param = 37; - case 37: { - if (tag == 298) { - parse_tanh_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_tanh_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(306)) goto parse_sigmoid_param; - break; - } - - // optional .caffe.SigmoidParameter sigmoid_param = 38; - case 38: { - if (tag == 306) { - parse_sigmoid_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_sigmoid_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(314)) goto parse_softmax_param; - break; - } - - // optional .caffe.SoftmaxParameter softmax_param = 39; - case 39: { - if (tag == 314) { - parse_softmax_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_softmax_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(322)) goto parse_contrastive_loss_param; - break; - } - - // optional .caffe.ContrastiveLossParameter contrastive_loss_param = 40; - case 40: { - if (tag == 322) { - parse_contrastive_loss_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_contrastive_loss_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(330)) goto parse_exp_param; - break; - } - - // optional .caffe.ExpParameter exp_param = 41; - case 41: { - if (tag == 330) { - parse_exp_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_exp_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(338)) goto parse_loss_param; - break; - } - - // optional .caffe.LossParameter loss_param = 42; - case 42: { - if (tag == 338) { - parse_loss_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_loss_param())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(8010)) goto parse_param; - break; - } - - // repeated string param = 1001; - case 1001: { - if (tag == 8010) { - parse_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->add_param())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->param(this->param_size() - 1).data(), - this->param(this->param_size() - 1).length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.V1LayerParameter.param"); - } else { - goto handle_unusual; - } - if (input->ExpectTag(8010)) goto parse_param; - if (input->ExpectTag(8016)) goto parse_blob_share_mode; - break; - } - - // repeated .caffe.V1LayerParameter.DimCheckMode blob_share_mode = 1002; - case 1002: { - if (tag == 8016) { - parse_blob_share_mode: - int value; - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - int, ::google::protobuf::internal::WireFormatLite::TYPE_ENUM>( - input, &value))); - if (::caffe::V1LayerParameter_DimCheckMode_IsValid(value)) { - add_blob_share_mode(static_cast< ::caffe::V1LayerParameter_DimCheckMode >(value)); - } else { - mutable_unknown_fields()->AddVarint(1002, value); - } - } else if (tag == 8018) { - DO_((::google::protobuf::internal::WireFormat::ReadPackedEnumPreserveUnknowns( - input, - 1002, - ::caffe::V1LayerParameter_DimCheckMode_IsValid, - mutable_unknown_fields(), - this->mutable_blob_share_mode()))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(8016)) goto parse_blob_share_mode; - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.V1LayerParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.V1LayerParameter) - return false; -#undef DO_ -} - -void V1LayerParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.V1LayerParameter) - // optional .caffe.V0LayerParameter layer = 1; - if (has_layer()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 1, *this->layer_, output); - } - - // repeated string bottom = 2; - for (int i = 0; i < this->bottom_size(); i++) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->bottom(i).data(), this->bottom(i).length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.V1LayerParameter.bottom"); - ::google::protobuf::internal::WireFormatLite::WriteString( - 2, this->bottom(i), output); - } - - // repeated string top = 3; - for (int i = 0; i < this->top_size(); i++) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->top(i).data(), this->top(i).length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.V1LayerParameter.top"); - ::google::protobuf::internal::WireFormatLite::WriteString( - 3, this->top(i), output); - } - - // optional string name = 4; - if (has_name()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->name().data(), this->name().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.V1LayerParameter.name"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 4, this->name(), output); - } - - // optional .caffe.V1LayerParameter.LayerType type = 5; - if (has_type()) { - ::google::protobuf::internal::WireFormatLite::WriteEnum( - 5, this->type(), output); - } - - // repeated .caffe.BlobProto blobs = 6; - for (unsigned int i = 0, n = this->blobs_size(); i < n; i++) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 6, this->blobs(i), output); - } - - // repeated float blobs_lr = 7; - for (int i = 0; i < this->blobs_lr_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteFloat( - 7, this->blobs_lr(i), output); - } - - // repeated float weight_decay = 8; - for (int i = 0; i < this->weight_decay_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteFloat( - 8, this->weight_decay(i), output); - } - - // optional .caffe.ConcatParameter concat_param = 9; - if (has_concat_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 9, *this->concat_param_, output); - } - - // optional .caffe.ConvolutionParameter convolution_param = 10; - if (has_convolution_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 10, *this->convolution_param_, output); - } - - // optional .caffe.DataParameter data_param = 11; - if (has_data_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 11, *this->data_param_, output); - } - - // optional .caffe.DropoutParameter dropout_param = 12; - if (has_dropout_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 12, *this->dropout_param_, output); - } - - // optional .caffe.HDF5DataParameter hdf5_data_param = 13; - if (has_hdf5_data_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 13, *this->hdf5_data_param_, output); - } - - // optional .caffe.HDF5OutputParameter hdf5_output_param = 14; - if (has_hdf5_output_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 14, *this->hdf5_output_param_, output); - } - - // optional .caffe.ImageDataParameter image_data_param = 15; - if (has_image_data_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 15, *this->image_data_param_, output); - } - - // optional .caffe.InfogainLossParameter infogain_loss_param = 16; - if (has_infogain_loss_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 16, *this->infogain_loss_param_, output); - } - - // optional .caffe.InnerProductParameter inner_product_param = 17; - if (has_inner_product_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 17, *this->inner_product_param_, output); - } - - // optional .caffe.LRNParameter lrn_param = 18; - if (has_lrn_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 18, *this->lrn_param_, output); - } - - // optional .caffe.PoolingParameter pooling_param = 19; - if (has_pooling_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 19, *this->pooling_param_, output); - } - - // optional .caffe.WindowDataParameter window_data_param = 20; - if (has_window_data_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 20, *this->window_data_param_, output); - } - - // optional .caffe.PowerParameter power_param = 21; - if (has_power_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 21, *this->power_param_, output); - } - - // optional .caffe.MemoryDataParameter memory_data_param = 22; - if (has_memory_data_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 22, *this->memory_data_param_, output); - } - - // optional .caffe.ArgMaxParameter argmax_param = 23; - if (has_argmax_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 23, *this->argmax_param_, output); - } - - // optional .caffe.EltwiseParameter eltwise_param = 24; - if (has_eltwise_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 24, *this->eltwise_param_, output); - } - - // optional .caffe.ThresholdParameter threshold_param = 25; - if (has_threshold_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 25, *this->threshold_param_, output); - } - - // optional .caffe.DummyDataParameter dummy_data_param = 26; - if (has_dummy_data_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 26, *this->dummy_data_param_, output); - } - - // optional .caffe.AccuracyParameter accuracy_param = 27; - if (has_accuracy_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 27, *this->accuracy_param_, output); - } - - // optional .caffe.HingeLossParameter hinge_loss_param = 29; - if (has_hinge_loss_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 29, *this->hinge_loss_param_, output); - } - - // optional .caffe.ReLUParameter relu_param = 30; - if (has_relu_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 30, *this->relu_param_, output); - } - - // optional .caffe.SliceParameter slice_param = 31; - if (has_slice_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 31, *this->slice_param_, output); - } - - // repeated .caffe.NetStateRule include = 32; - for (unsigned int i = 0, n = this->include_size(); i < n; i++) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 32, this->include(i), output); - } - - // repeated .caffe.NetStateRule exclude = 33; - for (unsigned int i = 0, n = this->exclude_size(); i < n; i++) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 33, this->exclude(i), output); - } - - // optional .caffe.MVNParameter mvn_param = 34; - if (has_mvn_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 34, *this->mvn_param_, output); - } - - // repeated float loss_weight = 35; - for (int i = 0; i < this->loss_weight_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteFloat( - 35, this->loss_weight(i), output); - } - - // optional .caffe.TransformationParameter transform_param = 36; - if (has_transform_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 36, *this->transform_param_, output); - } - - // optional .caffe.TanHParameter tanh_param = 37; - if (has_tanh_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 37, *this->tanh_param_, output); - } - - // optional .caffe.SigmoidParameter sigmoid_param = 38; - if (has_sigmoid_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 38, *this->sigmoid_param_, output); - } - - // optional .caffe.SoftmaxParameter softmax_param = 39; - if (has_softmax_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 39, *this->softmax_param_, output); - } - - // optional .caffe.ContrastiveLossParameter contrastive_loss_param = 40; - if (has_contrastive_loss_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 40, *this->contrastive_loss_param_, output); - } - - // optional .caffe.ExpParameter exp_param = 41; - if (has_exp_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 41, *this->exp_param_, output); - } - - // optional .caffe.LossParameter loss_param = 42; - if (has_loss_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 42, *this->loss_param_, output); - } - - // repeated string param = 1001; - for (int i = 0; i < this->param_size(); i++) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->param(i).data(), this->param(i).length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.V1LayerParameter.param"); - ::google::protobuf::internal::WireFormatLite::WriteString( - 1001, this->param(i), output); - } - - // repeated .caffe.V1LayerParameter.DimCheckMode blob_share_mode = 1002; - for (int i = 0; i < this->blob_share_mode_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteEnum( - 1002, this->blob_share_mode(i), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.V1LayerParameter) -} - -::google::protobuf::uint8* V1LayerParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.V1LayerParameter) - // optional .caffe.V0LayerParameter layer = 1; - if (has_layer()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 1, *this->layer_, false, target); - } - - // repeated string bottom = 2; - for (int i = 0; i < this->bottom_size(); i++) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->bottom(i).data(), this->bottom(i).length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.V1LayerParameter.bottom"); - target = ::google::protobuf::internal::WireFormatLite:: - WriteStringToArray(2, this->bottom(i), target); - } - - // repeated string top = 3; - for (int i = 0; i < this->top_size(); i++) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->top(i).data(), this->top(i).length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.V1LayerParameter.top"); - target = ::google::protobuf::internal::WireFormatLite:: - WriteStringToArray(3, this->top(i), target); - } - - // optional string name = 4; - if (has_name()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->name().data(), this->name().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.V1LayerParameter.name"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 4, this->name(), target); - } - - // optional .caffe.V1LayerParameter.LayerType type = 5; - if (has_type()) { - target = ::google::protobuf::internal::WireFormatLite::WriteEnumToArray( - 5, this->type(), target); - } - - // repeated .caffe.BlobProto blobs = 6; - for (unsigned int i = 0, n = this->blobs_size(); i < n; i++) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 6, this->blobs(i), false, target); - } - - // repeated float blobs_lr = 7; - for (int i = 0; i < this->blobs_lr_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite:: - WriteFloatToArray(7, this->blobs_lr(i), target); - } - - // repeated float weight_decay = 8; - for (int i = 0; i < this->weight_decay_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite:: - WriteFloatToArray(8, this->weight_decay(i), target); - } - - // optional .caffe.ConcatParameter concat_param = 9; - if (has_concat_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 9, *this->concat_param_, false, target); - } - - // optional .caffe.ConvolutionParameter convolution_param = 10; - if (has_convolution_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 10, *this->convolution_param_, false, target); - } - - // optional .caffe.DataParameter data_param = 11; - if (has_data_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 11, *this->data_param_, false, target); - } - - // optional .caffe.DropoutParameter dropout_param = 12; - if (has_dropout_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 12, *this->dropout_param_, false, target); - } - - // optional .caffe.HDF5DataParameter hdf5_data_param = 13; - if (has_hdf5_data_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 13, *this->hdf5_data_param_, false, target); - } - - // optional .caffe.HDF5OutputParameter hdf5_output_param = 14; - if (has_hdf5_output_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 14, *this->hdf5_output_param_, false, target); - } - - // optional .caffe.ImageDataParameter image_data_param = 15; - if (has_image_data_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 15, *this->image_data_param_, false, target); - } - - // optional .caffe.InfogainLossParameter infogain_loss_param = 16; - if (has_infogain_loss_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 16, *this->infogain_loss_param_, false, target); - } - - // optional .caffe.InnerProductParameter inner_product_param = 17; - if (has_inner_product_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 17, *this->inner_product_param_, false, target); - } - - // optional .caffe.LRNParameter lrn_param = 18; - if (has_lrn_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 18, *this->lrn_param_, false, target); - } - - // optional .caffe.PoolingParameter pooling_param = 19; - if (has_pooling_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 19, *this->pooling_param_, false, target); - } - - // optional .caffe.WindowDataParameter window_data_param = 20; - if (has_window_data_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 20, *this->window_data_param_, false, target); - } - - // optional .caffe.PowerParameter power_param = 21; - if (has_power_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 21, *this->power_param_, false, target); - } - - // optional .caffe.MemoryDataParameter memory_data_param = 22; - if (has_memory_data_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 22, *this->memory_data_param_, false, target); - } - - // optional .caffe.ArgMaxParameter argmax_param = 23; - if (has_argmax_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 23, *this->argmax_param_, false, target); - } - - // optional .caffe.EltwiseParameter eltwise_param = 24; - if (has_eltwise_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 24, *this->eltwise_param_, false, target); - } - - // optional .caffe.ThresholdParameter threshold_param = 25; - if (has_threshold_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 25, *this->threshold_param_, false, target); - } - - // optional .caffe.DummyDataParameter dummy_data_param = 26; - if (has_dummy_data_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 26, *this->dummy_data_param_, false, target); - } - - // optional .caffe.AccuracyParameter accuracy_param = 27; - if (has_accuracy_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 27, *this->accuracy_param_, false, target); - } - - // optional .caffe.HingeLossParameter hinge_loss_param = 29; - if (has_hinge_loss_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 29, *this->hinge_loss_param_, false, target); - } - - // optional .caffe.ReLUParameter relu_param = 30; - if (has_relu_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 30, *this->relu_param_, false, target); - } - - // optional .caffe.SliceParameter slice_param = 31; - if (has_slice_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 31, *this->slice_param_, false, target); - } - - // repeated .caffe.NetStateRule include = 32; - for (unsigned int i = 0, n = this->include_size(); i < n; i++) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 32, this->include(i), false, target); - } - - // repeated .caffe.NetStateRule exclude = 33; - for (unsigned int i = 0, n = this->exclude_size(); i < n; i++) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 33, this->exclude(i), false, target); - } - - // optional .caffe.MVNParameter mvn_param = 34; - if (has_mvn_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 34, *this->mvn_param_, false, target); - } - - // repeated float loss_weight = 35; - for (int i = 0; i < this->loss_weight_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite:: - WriteFloatToArray(35, this->loss_weight(i), target); - } - - // optional .caffe.TransformationParameter transform_param = 36; - if (has_transform_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 36, *this->transform_param_, false, target); - } - - // optional .caffe.TanHParameter tanh_param = 37; - if (has_tanh_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 37, *this->tanh_param_, false, target); - } - - // optional .caffe.SigmoidParameter sigmoid_param = 38; - if (has_sigmoid_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 38, *this->sigmoid_param_, false, target); - } - - // optional .caffe.SoftmaxParameter softmax_param = 39; - if (has_softmax_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 39, *this->softmax_param_, false, target); - } - - // optional .caffe.ContrastiveLossParameter contrastive_loss_param = 40; - if (has_contrastive_loss_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 40, *this->contrastive_loss_param_, false, target); - } - - // optional .caffe.ExpParameter exp_param = 41; - if (has_exp_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 41, *this->exp_param_, false, target); - } - - // optional .caffe.LossParameter loss_param = 42; - if (has_loss_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 42, *this->loss_param_, false, target); - } - - // repeated string param = 1001; - for (int i = 0; i < this->param_size(); i++) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->param(i).data(), this->param(i).length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.V1LayerParameter.param"); - target = ::google::protobuf::internal::WireFormatLite:: - WriteStringToArray(1001, this->param(i), target); - } - - // repeated .caffe.V1LayerParameter.DimCheckMode blob_share_mode = 1002; - for (int i = 0; i < this->blob_share_mode_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite::WriteEnumToArray( - 1002, this->blob_share_mode(i), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.V1LayerParameter) - return target; -} - -size_t V1LayerParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.V1LayerParameter) - size_t total_size = 0; - - if (_has_bits_[2 / 32] & 36u) { - // optional string name = 4; - if (has_name()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->name()); - } - - // optional .caffe.V1LayerParameter.LayerType type = 5; - if (has_type()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::EnumSize(this->type()); - } - - } - if (_has_bits_[12 / 32] & 61440u) { - // optional .caffe.AccuracyParameter accuracy_param = 27; - if (has_accuracy_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->accuracy_param_); - } - - // optional .caffe.ArgMaxParameter argmax_param = 23; - if (has_argmax_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->argmax_param_); - } - - // optional .caffe.ConcatParameter concat_param = 9; - if (has_concat_param()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->concat_param_); - } - - // optional .caffe.ContrastiveLossParameter contrastive_loss_param = 40; - if (has_contrastive_loss_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->contrastive_loss_param_); - } - - } - if (_has_bits_[16 / 32] & 16711680u) { - // optional .caffe.ConvolutionParameter convolution_param = 10; - if (has_convolution_param()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->convolution_param_); - } - - // optional .caffe.DataParameter data_param = 11; - if (has_data_param()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->data_param_); - } - - // optional .caffe.DropoutParameter dropout_param = 12; - if (has_dropout_param()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->dropout_param_); - } - - // optional .caffe.DummyDataParameter dummy_data_param = 26; - if (has_dummy_data_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->dummy_data_param_); - } - - // optional .caffe.EltwiseParameter eltwise_param = 24; - if (has_eltwise_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->eltwise_param_); - } - - // optional .caffe.ExpParameter exp_param = 41; - if (has_exp_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->exp_param_); - } - - // optional .caffe.HDF5DataParameter hdf5_data_param = 13; - if (has_hdf5_data_param()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->hdf5_data_param_); - } - - // optional .caffe.HDF5OutputParameter hdf5_output_param = 14; - if (has_hdf5_output_param()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->hdf5_output_param_); - } - - } - if (_has_bits_[24 / 32] & 4278190080u) { - // optional .caffe.HingeLossParameter hinge_loss_param = 29; - if (has_hinge_loss_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->hinge_loss_param_); - } - - // optional .caffe.ImageDataParameter image_data_param = 15; - if (has_image_data_param()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->image_data_param_); - } - - // optional .caffe.InfogainLossParameter infogain_loss_param = 16; - if (has_infogain_loss_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->infogain_loss_param_); - } - - // optional .caffe.InnerProductParameter inner_product_param = 17; - if (has_inner_product_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->inner_product_param_); - } - - // optional .caffe.LRNParameter lrn_param = 18; - if (has_lrn_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->lrn_param_); - } - - // optional .caffe.MemoryDataParameter memory_data_param = 22; - if (has_memory_data_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->memory_data_param_); - } - - // optional .caffe.MVNParameter mvn_param = 34; - if (has_mvn_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->mvn_param_); - } - - // optional .caffe.PoolingParameter pooling_param = 19; - if (has_pooling_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->pooling_param_); - } - - } - if (_has_bits_[32 / 32] & 255u) { - // optional .caffe.PowerParameter power_param = 21; - if (has_power_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->power_param_); - } - - // optional .caffe.ReLUParameter relu_param = 30; - if (has_relu_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->relu_param_); - } - - // optional .caffe.SigmoidParameter sigmoid_param = 38; - if (has_sigmoid_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->sigmoid_param_); - } - - // optional .caffe.SoftmaxParameter softmax_param = 39; - if (has_softmax_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->softmax_param_); - } - - // optional .caffe.SliceParameter slice_param = 31; - if (has_slice_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->slice_param_); - } - - // optional .caffe.TanHParameter tanh_param = 37; - if (has_tanh_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->tanh_param_); - } - - // optional .caffe.ThresholdParameter threshold_param = 25; - if (has_threshold_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->threshold_param_); - } - - // optional .caffe.WindowDataParameter window_data_param = 20; - if (has_window_data_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->window_data_param_); - } - - } - if (_has_bits_[40 / 32] & 1792u) { - // optional .caffe.TransformationParameter transform_param = 36; - if (has_transform_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->transform_param_); - } - - // optional .caffe.LossParameter loss_param = 42; - if (has_loss_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->loss_param_); - } - - // optional .caffe.V0LayerParameter layer = 1; - if (has_layer()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->layer_); - } - - } - // repeated string bottom = 2; - total_size += 1 * - ::google::protobuf::internal::FromIntSize(this->bottom_size()); - for (int i = 0; i < this->bottom_size(); i++) { - total_size += ::google::protobuf::internal::WireFormatLite::StringSize( - this->bottom(i)); - } - - // repeated string top = 3; - total_size += 1 * - ::google::protobuf::internal::FromIntSize(this->top_size()); - for (int i = 0; i < this->top_size(); i++) { - total_size += ::google::protobuf::internal::WireFormatLite::StringSize( - this->top(i)); - } - - // repeated .caffe.NetStateRule include = 32; - { - unsigned int count = this->include_size(); - total_size += 2UL * count; - for (unsigned int i = 0; i < count; i++) { - total_size += - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - this->include(i)); - } - } - - // repeated .caffe.NetStateRule exclude = 33; - { - unsigned int count = this->exclude_size(); - total_size += 2UL * count; - for (unsigned int i = 0; i < count; i++) { - total_size += - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - this->exclude(i)); - } - } - - // repeated .caffe.BlobProto blobs = 6; - { - unsigned int count = this->blobs_size(); - total_size += 1UL * count; - for (unsigned int i = 0; i < count; i++) { - total_size += - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - this->blobs(i)); - } - } - - // repeated string param = 1001; - total_size += 2 * - ::google::protobuf::internal::FromIntSize(this->param_size()); - for (int i = 0; i < this->param_size(); i++) { - total_size += ::google::protobuf::internal::WireFormatLite::StringSize( - this->param(i)); - } - - // repeated .caffe.V1LayerParameter.DimCheckMode blob_share_mode = 1002; - { - size_t data_size = 0; - unsigned int count = this->blob_share_mode_size();for (unsigned int i = 0; i < count; i++) { - data_size += ::google::protobuf::internal::WireFormatLite::EnumSize( - this->blob_share_mode(i)); - } - total_size += (2UL * count) + data_size; - } - - // repeated float blobs_lr = 7; - { - size_t data_size = 0; - unsigned int count = this->blobs_lr_size(); - data_size = 4UL * count; - total_size += 1 * - ::google::protobuf::internal::FromIntSize(this->blobs_lr_size()); - total_size += data_size; - } - - // repeated float weight_decay = 8; - { - size_t data_size = 0; - unsigned int count = this->weight_decay_size(); - data_size = 4UL * count; - total_size += 1 * - ::google::protobuf::internal::FromIntSize(this->weight_decay_size()); - total_size += data_size; - } - - // repeated float loss_weight = 35; - { - size_t data_size = 0; - unsigned int count = this->loss_weight_size(); - data_size = 4UL * count; - total_size += 2 * - ::google::protobuf::internal::FromIntSize(this->loss_weight_size()); - total_size += data_size; - } - - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void V1LayerParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.V1LayerParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const V1LayerParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.V1LayerParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.V1LayerParameter) - UnsafeMergeFrom(*source); - } -} - -void V1LayerParameter::MergeFrom(const V1LayerParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.V1LayerParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void V1LayerParameter::UnsafeMergeFrom(const V1LayerParameter& from) { - GOOGLE_DCHECK(&from != this); - bottom_.UnsafeMergeFrom(from.bottom_); - top_.UnsafeMergeFrom(from.top_); - include_.MergeFrom(from.include_); - exclude_.MergeFrom(from.exclude_); - blobs_.MergeFrom(from.blobs_); - param_.UnsafeMergeFrom(from.param_); - blob_share_mode_.UnsafeMergeFrom(from.blob_share_mode_); - blobs_lr_.UnsafeMergeFrom(from.blobs_lr_); - weight_decay_.UnsafeMergeFrom(from.weight_decay_); - loss_weight_.UnsafeMergeFrom(from.loss_weight_); - if (from._has_bits_[2 / 32] & (0xffu << (2 % 32))) { - if (from.has_name()) { - set_has_name(); - name_.AssignWithDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), from.name_); - } - if (from.has_type()) { - set_type(from.type()); - } - } - if (from._has_bits_[12 / 32] & (0xffu << (12 % 32))) { - if (from.has_accuracy_param()) { - mutable_accuracy_param()->::caffe::AccuracyParameter::MergeFrom(from.accuracy_param()); - } - if (from.has_argmax_param()) { - mutable_argmax_param()->::caffe::ArgMaxParameter::MergeFrom(from.argmax_param()); - } - if (from.has_concat_param()) { - mutable_concat_param()->::caffe::ConcatParameter::MergeFrom(from.concat_param()); - } - if (from.has_contrastive_loss_param()) { - mutable_contrastive_loss_param()->::caffe::ContrastiveLossParameter::MergeFrom(from.contrastive_loss_param()); - } - } - if (from._has_bits_[16 / 32] & (0xffu << (16 % 32))) { - if (from.has_convolution_param()) { - mutable_convolution_param()->::caffe::ConvolutionParameter::MergeFrom(from.convolution_param()); - } - if (from.has_data_param()) { - mutable_data_param()->::caffe::DataParameter::MergeFrom(from.data_param()); - } - if (from.has_dropout_param()) { - mutable_dropout_param()->::caffe::DropoutParameter::MergeFrom(from.dropout_param()); - } - if (from.has_dummy_data_param()) { - mutable_dummy_data_param()->::caffe::DummyDataParameter::MergeFrom(from.dummy_data_param()); - } - if (from.has_eltwise_param()) { - mutable_eltwise_param()->::caffe::EltwiseParameter::MergeFrom(from.eltwise_param()); - } - if (from.has_exp_param()) { - mutable_exp_param()->::caffe::ExpParameter::MergeFrom(from.exp_param()); - } - if (from.has_hdf5_data_param()) { - mutable_hdf5_data_param()->::caffe::HDF5DataParameter::MergeFrom(from.hdf5_data_param()); - } - if (from.has_hdf5_output_param()) { - mutable_hdf5_output_param()->::caffe::HDF5OutputParameter::MergeFrom(from.hdf5_output_param()); - } - } - if (from._has_bits_[24 / 32] & (0xffu << (24 % 32))) { - if (from.has_hinge_loss_param()) { - mutable_hinge_loss_param()->::caffe::HingeLossParameter::MergeFrom(from.hinge_loss_param()); - } - if (from.has_image_data_param()) { - mutable_image_data_param()->::caffe::ImageDataParameter::MergeFrom(from.image_data_param()); - } - if (from.has_infogain_loss_param()) { - mutable_infogain_loss_param()->::caffe::InfogainLossParameter::MergeFrom(from.infogain_loss_param()); - } - if (from.has_inner_product_param()) { - mutable_inner_product_param()->::caffe::InnerProductParameter::MergeFrom(from.inner_product_param()); - } - if (from.has_lrn_param()) { - mutable_lrn_param()->::caffe::LRNParameter::MergeFrom(from.lrn_param()); - } - if (from.has_memory_data_param()) { - mutable_memory_data_param()->::caffe::MemoryDataParameter::MergeFrom(from.memory_data_param()); - } - if (from.has_mvn_param()) { - mutable_mvn_param()->::caffe::MVNParameter::MergeFrom(from.mvn_param()); - } - if (from.has_pooling_param()) { - mutable_pooling_param()->::caffe::PoolingParameter::MergeFrom(from.pooling_param()); - } - } - if (from._has_bits_[32 / 32] & (0xffu << (32 % 32))) { - if (from.has_power_param()) { - mutable_power_param()->::caffe::PowerParameter::MergeFrom(from.power_param()); - } - if (from.has_relu_param()) { - mutable_relu_param()->::caffe::ReLUParameter::MergeFrom(from.relu_param()); - } - if (from.has_sigmoid_param()) { - mutable_sigmoid_param()->::caffe::SigmoidParameter::MergeFrom(from.sigmoid_param()); - } - if (from.has_softmax_param()) { - mutable_softmax_param()->::caffe::SoftmaxParameter::MergeFrom(from.softmax_param()); - } - if (from.has_slice_param()) { - mutable_slice_param()->::caffe::SliceParameter::MergeFrom(from.slice_param()); - } - if (from.has_tanh_param()) { - mutable_tanh_param()->::caffe::TanHParameter::MergeFrom(from.tanh_param()); - } - if (from.has_threshold_param()) { - mutable_threshold_param()->::caffe::ThresholdParameter::MergeFrom(from.threshold_param()); - } - if (from.has_window_data_param()) { - mutable_window_data_param()->::caffe::WindowDataParameter::MergeFrom(from.window_data_param()); - } - } - if (from._has_bits_[40 / 32] & (0xffu << (40 % 32))) { - if (from.has_transform_param()) { - mutable_transform_param()->::caffe::TransformationParameter::MergeFrom(from.transform_param()); - } - if (from.has_loss_param()) { - mutable_loss_param()->::caffe::LossParameter::MergeFrom(from.loss_param()); - } - if (from.has_layer()) { - mutable_layer()->::caffe::V0LayerParameter::MergeFrom(from.layer()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void V1LayerParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.V1LayerParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void V1LayerParameter::CopyFrom(const V1LayerParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.V1LayerParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool V1LayerParameter::IsInitialized() const { - - return true; -} - -void V1LayerParameter::Swap(V1LayerParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void V1LayerParameter::InternalSwap(V1LayerParameter* other) { - bottom_.UnsafeArenaSwap(&other->bottom_); - top_.UnsafeArenaSwap(&other->top_); - name_.Swap(&other->name_); - include_.UnsafeArenaSwap(&other->include_); - exclude_.UnsafeArenaSwap(&other->exclude_); - std::swap(type_, other->type_); - blobs_.UnsafeArenaSwap(&other->blobs_); - param_.UnsafeArenaSwap(&other->param_); - blob_share_mode_.UnsafeArenaSwap(&other->blob_share_mode_); - blobs_lr_.UnsafeArenaSwap(&other->blobs_lr_); - weight_decay_.UnsafeArenaSwap(&other->weight_decay_); - loss_weight_.UnsafeArenaSwap(&other->loss_weight_); - std::swap(accuracy_param_, other->accuracy_param_); - std::swap(argmax_param_, other->argmax_param_); - std::swap(concat_param_, other->concat_param_); - std::swap(contrastive_loss_param_, other->contrastive_loss_param_); - std::swap(convolution_param_, other->convolution_param_); - std::swap(data_param_, other->data_param_); - std::swap(dropout_param_, other->dropout_param_); - std::swap(dummy_data_param_, other->dummy_data_param_); - std::swap(eltwise_param_, other->eltwise_param_); - std::swap(exp_param_, other->exp_param_); - std::swap(hdf5_data_param_, other->hdf5_data_param_); - std::swap(hdf5_output_param_, other->hdf5_output_param_); - std::swap(hinge_loss_param_, other->hinge_loss_param_); - std::swap(image_data_param_, other->image_data_param_); - std::swap(infogain_loss_param_, other->infogain_loss_param_); - std::swap(inner_product_param_, other->inner_product_param_); - std::swap(lrn_param_, other->lrn_param_); - std::swap(memory_data_param_, other->memory_data_param_); - std::swap(mvn_param_, other->mvn_param_); - std::swap(pooling_param_, other->pooling_param_); - std::swap(power_param_, other->power_param_); - std::swap(relu_param_, other->relu_param_); - std::swap(sigmoid_param_, other->sigmoid_param_); - std::swap(softmax_param_, other->softmax_param_); - std::swap(slice_param_, other->slice_param_); - std::swap(tanh_param_, other->tanh_param_); - std::swap(threshold_param_, other->threshold_param_); - std::swap(window_data_param_, other->window_data_param_); - std::swap(transform_param_, other->transform_param_); - std::swap(loss_param_, other->loss_param_); - std::swap(layer_, other->layer_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - std::swap(_has_bits_[1], other->_has_bits_[1]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata V1LayerParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = V1LayerParameter_descriptor_; - metadata.reflection = V1LayerParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// V1LayerParameter - -// repeated string bottom = 2; -int V1LayerParameter::bottom_size() const { - return bottom_.size(); -} -void V1LayerParameter::clear_bottom() { - bottom_.Clear(); -} -const ::std::string& V1LayerParameter::bottom(int index) const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.bottom) - return bottom_.Get(index); -} -::std::string* V1LayerParameter::mutable_bottom(int index) { - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.bottom) - return bottom_.Mutable(index); -} -void V1LayerParameter::set_bottom(int index, const ::std::string& value) { - // @@protoc_insertion_point(field_set:caffe.V1LayerParameter.bottom) - bottom_.Mutable(index)->assign(value); -} -void V1LayerParameter::set_bottom(int index, const char* value) { - bottom_.Mutable(index)->assign(value); - // @@protoc_insertion_point(field_set_char:caffe.V1LayerParameter.bottom) -} -void V1LayerParameter::set_bottom(int index, const char* value, size_t size) { - bottom_.Mutable(index)->assign( - reinterpret_cast(value), size); - // @@protoc_insertion_point(field_set_pointer:caffe.V1LayerParameter.bottom) -} -::std::string* V1LayerParameter::add_bottom() { - // @@protoc_insertion_point(field_add_mutable:caffe.V1LayerParameter.bottom) - return bottom_.Add(); -} -void V1LayerParameter::add_bottom(const ::std::string& value) { - bottom_.Add()->assign(value); - // @@protoc_insertion_point(field_add:caffe.V1LayerParameter.bottom) -} -void V1LayerParameter::add_bottom(const char* value) { - bottom_.Add()->assign(value); - // @@protoc_insertion_point(field_add_char:caffe.V1LayerParameter.bottom) -} -void V1LayerParameter::add_bottom(const char* value, size_t size) { - bottom_.Add()->assign(reinterpret_cast(value), size); - // @@protoc_insertion_point(field_add_pointer:caffe.V1LayerParameter.bottom) -} -const ::google::protobuf::RepeatedPtrField< ::std::string>& -V1LayerParameter::bottom() const { - // @@protoc_insertion_point(field_list:caffe.V1LayerParameter.bottom) - return bottom_; -} -::google::protobuf::RepeatedPtrField< ::std::string>* -V1LayerParameter::mutable_bottom() { - // @@protoc_insertion_point(field_mutable_list:caffe.V1LayerParameter.bottom) - return &bottom_; -} - -// repeated string top = 3; -int V1LayerParameter::top_size() const { - return top_.size(); -} -void V1LayerParameter::clear_top() { - top_.Clear(); -} -const ::std::string& V1LayerParameter::top(int index) const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.top) - return top_.Get(index); -} -::std::string* V1LayerParameter::mutable_top(int index) { - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.top) - return top_.Mutable(index); -} -void V1LayerParameter::set_top(int index, const ::std::string& value) { - // @@protoc_insertion_point(field_set:caffe.V1LayerParameter.top) - top_.Mutable(index)->assign(value); -} -void V1LayerParameter::set_top(int index, const char* value) { - top_.Mutable(index)->assign(value); - // @@protoc_insertion_point(field_set_char:caffe.V1LayerParameter.top) -} -void V1LayerParameter::set_top(int index, const char* value, size_t size) { - top_.Mutable(index)->assign( - reinterpret_cast(value), size); - // @@protoc_insertion_point(field_set_pointer:caffe.V1LayerParameter.top) -} -::std::string* V1LayerParameter::add_top() { - // @@protoc_insertion_point(field_add_mutable:caffe.V1LayerParameter.top) - return top_.Add(); -} -void V1LayerParameter::add_top(const ::std::string& value) { - top_.Add()->assign(value); - // @@protoc_insertion_point(field_add:caffe.V1LayerParameter.top) -} -void V1LayerParameter::add_top(const char* value) { - top_.Add()->assign(value); - // @@protoc_insertion_point(field_add_char:caffe.V1LayerParameter.top) -} -void V1LayerParameter::add_top(const char* value, size_t size) { - top_.Add()->assign(reinterpret_cast(value), size); - // @@protoc_insertion_point(field_add_pointer:caffe.V1LayerParameter.top) -} -const ::google::protobuf::RepeatedPtrField< ::std::string>& -V1LayerParameter::top() const { - // @@protoc_insertion_point(field_list:caffe.V1LayerParameter.top) - return top_; -} -::google::protobuf::RepeatedPtrField< ::std::string>* -V1LayerParameter::mutable_top() { - // @@protoc_insertion_point(field_mutable_list:caffe.V1LayerParameter.top) - return &top_; -} - -// optional string name = 4; -bool V1LayerParameter::has_name() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -void V1LayerParameter::set_has_name() { - _has_bits_[0] |= 0x00000004u; -} -void V1LayerParameter::clear_has_name() { - _has_bits_[0] &= ~0x00000004u; -} -void V1LayerParameter::clear_name() { - name_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_name(); -} -const ::std::string& V1LayerParameter::name() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.name) - return name_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void V1LayerParameter::set_name(const ::std::string& value) { - set_has_name(); - name_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.V1LayerParameter.name) -} -void V1LayerParameter::set_name(const char* value) { - set_has_name(); - name_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.V1LayerParameter.name) -} -void V1LayerParameter::set_name(const char* value, size_t size) { - set_has_name(); - name_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.V1LayerParameter.name) -} -::std::string* V1LayerParameter::mutable_name() { - set_has_name(); - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.name) - return name_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -::std::string* V1LayerParameter::release_name() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.name) - clear_has_name(); - return name_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void V1LayerParameter::set_allocated_name(::std::string* name) { - if (name != NULL) { - set_has_name(); - } else { - clear_has_name(); - } - name_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), name); - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.name) -} - -// repeated .caffe.NetStateRule include = 32; -int V1LayerParameter::include_size() const { - return include_.size(); -} -void V1LayerParameter::clear_include() { - include_.Clear(); -} -const ::caffe::NetStateRule& V1LayerParameter::include(int index) const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.include) - return include_.Get(index); -} -::caffe::NetStateRule* V1LayerParameter::mutable_include(int index) { - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.include) - return include_.Mutable(index); -} -::caffe::NetStateRule* V1LayerParameter::add_include() { - // @@protoc_insertion_point(field_add:caffe.V1LayerParameter.include) - return include_.Add(); -} -::google::protobuf::RepeatedPtrField< ::caffe::NetStateRule >* -V1LayerParameter::mutable_include() { - // @@protoc_insertion_point(field_mutable_list:caffe.V1LayerParameter.include) - return &include_; -} -const ::google::protobuf::RepeatedPtrField< ::caffe::NetStateRule >& -V1LayerParameter::include() const { - // @@protoc_insertion_point(field_list:caffe.V1LayerParameter.include) - return include_; -} - -// repeated .caffe.NetStateRule exclude = 33; -int V1LayerParameter::exclude_size() const { - return exclude_.size(); -} -void V1LayerParameter::clear_exclude() { - exclude_.Clear(); -} -const ::caffe::NetStateRule& V1LayerParameter::exclude(int index) const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.exclude) - return exclude_.Get(index); -} -::caffe::NetStateRule* V1LayerParameter::mutable_exclude(int index) { - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.exclude) - return exclude_.Mutable(index); -} -::caffe::NetStateRule* V1LayerParameter::add_exclude() { - // @@protoc_insertion_point(field_add:caffe.V1LayerParameter.exclude) - return exclude_.Add(); -} -::google::protobuf::RepeatedPtrField< ::caffe::NetStateRule >* -V1LayerParameter::mutable_exclude() { - // @@protoc_insertion_point(field_mutable_list:caffe.V1LayerParameter.exclude) - return &exclude_; -} -const ::google::protobuf::RepeatedPtrField< ::caffe::NetStateRule >& -V1LayerParameter::exclude() const { - // @@protoc_insertion_point(field_list:caffe.V1LayerParameter.exclude) - return exclude_; -} - -// optional .caffe.V1LayerParameter.LayerType type = 5; -bool V1LayerParameter::has_type() const { - return (_has_bits_[0] & 0x00000020u) != 0; -} -void V1LayerParameter::set_has_type() { - _has_bits_[0] |= 0x00000020u; -} -void V1LayerParameter::clear_has_type() { - _has_bits_[0] &= ~0x00000020u; -} -void V1LayerParameter::clear_type() { - type_ = 0; - clear_has_type(); -} -::caffe::V1LayerParameter_LayerType V1LayerParameter::type() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.type) - return static_cast< ::caffe::V1LayerParameter_LayerType >(type_); -} -void V1LayerParameter::set_type(::caffe::V1LayerParameter_LayerType value) { - assert(::caffe::V1LayerParameter_LayerType_IsValid(value)); - set_has_type(); - type_ = value; - // @@protoc_insertion_point(field_set:caffe.V1LayerParameter.type) -} - -// repeated .caffe.BlobProto blobs = 6; -int V1LayerParameter::blobs_size() const { - return blobs_.size(); -} -void V1LayerParameter::clear_blobs() { - blobs_.Clear(); -} -const ::caffe::BlobProto& V1LayerParameter::blobs(int index) const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.blobs) - return blobs_.Get(index); -} -::caffe::BlobProto* V1LayerParameter::mutable_blobs(int index) { - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.blobs) - return blobs_.Mutable(index); -} -::caffe::BlobProto* V1LayerParameter::add_blobs() { - // @@protoc_insertion_point(field_add:caffe.V1LayerParameter.blobs) - return blobs_.Add(); -} -::google::protobuf::RepeatedPtrField< ::caffe::BlobProto >* -V1LayerParameter::mutable_blobs() { - // @@protoc_insertion_point(field_mutable_list:caffe.V1LayerParameter.blobs) - return &blobs_; -} -const ::google::protobuf::RepeatedPtrField< ::caffe::BlobProto >& -V1LayerParameter::blobs() const { - // @@protoc_insertion_point(field_list:caffe.V1LayerParameter.blobs) - return blobs_; -} - -// repeated string param = 1001; -int V1LayerParameter::param_size() const { - return param_.size(); -} -void V1LayerParameter::clear_param() { - param_.Clear(); -} -const ::std::string& V1LayerParameter::param(int index) const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.param) - return param_.Get(index); -} -::std::string* V1LayerParameter::mutable_param(int index) { - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.param) - return param_.Mutable(index); -} -void V1LayerParameter::set_param(int index, const ::std::string& value) { - // @@protoc_insertion_point(field_set:caffe.V1LayerParameter.param) - param_.Mutable(index)->assign(value); -} -void V1LayerParameter::set_param(int index, const char* value) { - param_.Mutable(index)->assign(value); - // @@protoc_insertion_point(field_set_char:caffe.V1LayerParameter.param) -} -void V1LayerParameter::set_param(int index, const char* value, size_t size) { - param_.Mutable(index)->assign( - reinterpret_cast(value), size); - // @@protoc_insertion_point(field_set_pointer:caffe.V1LayerParameter.param) -} -::std::string* V1LayerParameter::add_param() { - // @@protoc_insertion_point(field_add_mutable:caffe.V1LayerParameter.param) - return param_.Add(); -} -void V1LayerParameter::add_param(const ::std::string& value) { - param_.Add()->assign(value); - // @@protoc_insertion_point(field_add:caffe.V1LayerParameter.param) -} -void V1LayerParameter::add_param(const char* value) { - param_.Add()->assign(value); - // @@protoc_insertion_point(field_add_char:caffe.V1LayerParameter.param) -} -void V1LayerParameter::add_param(const char* value, size_t size) { - param_.Add()->assign(reinterpret_cast(value), size); - // @@protoc_insertion_point(field_add_pointer:caffe.V1LayerParameter.param) -} -const ::google::protobuf::RepeatedPtrField< ::std::string>& -V1LayerParameter::param() const { - // @@protoc_insertion_point(field_list:caffe.V1LayerParameter.param) - return param_; -} -::google::protobuf::RepeatedPtrField< ::std::string>* -V1LayerParameter::mutable_param() { - // @@protoc_insertion_point(field_mutable_list:caffe.V1LayerParameter.param) - return ¶m_; -} - -// repeated .caffe.V1LayerParameter.DimCheckMode blob_share_mode = 1002; -int V1LayerParameter::blob_share_mode_size() const { - return blob_share_mode_.size(); -} -void V1LayerParameter::clear_blob_share_mode() { - blob_share_mode_.Clear(); -} -::caffe::V1LayerParameter_DimCheckMode V1LayerParameter::blob_share_mode(int index) const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.blob_share_mode) - return static_cast< ::caffe::V1LayerParameter_DimCheckMode >(blob_share_mode_.Get(index)); -} -void V1LayerParameter::set_blob_share_mode(int index, ::caffe::V1LayerParameter_DimCheckMode value) { - assert(::caffe::V1LayerParameter_DimCheckMode_IsValid(value)); - blob_share_mode_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.V1LayerParameter.blob_share_mode) -} -void V1LayerParameter::add_blob_share_mode(::caffe::V1LayerParameter_DimCheckMode value) { - assert(::caffe::V1LayerParameter_DimCheckMode_IsValid(value)); - blob_share_mode_.Add(value); - // @@protoc_insertion_point(field_add:caffe.V1LayerParameter.blob_share_mode) -} -const ::google::protobuf::RepeatedField& -V1LayerParameter::blob_share_mode() const { - // @@protoc_insertion_point(field_list:caffe.V1LayerParameter.blob_share_mode) - return blob_share_mode_; -} -::google::protobuf::RepeatedField* -V1LayerParameter::mutable_blob_share_mode() { - // @@protoc_insertion_point(field_mutable_list:caffe.V1LayerParameter.blob_share_mode) - return &blob_share_mode_; -} - -// repeated float blobs_lr = 7; -int V1LayerParameter::blobs_lr_size() const { - return blobs_lr_.size(); -} -void V1LayerParameter::clear_blobs_lr() { - blobs_lr_.Clear(); -} -float V1LayerParameter::blobs_lr(int index) const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.blobs_lr) - return blobs_lr_.Get(index); -} -void V1LayerParameter::set_blobs_lr(int index, float value) { - blobs_lr_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.V1LayerParameter.blobs_lr) -} -void V1LayerParameter::add_blobs_lr(float value) { - blobs_lr_.Add(value); - // @@protoc_insertion_point(field_add:caffe.V1LayerParameter.blobs_lr) -} -const ::google::protobuf::RepeatedField< float >& -V1LayerParameter::blobs_lr() const { - // @@protoc_insertion_point(field_list:caffe.V1LayerParameter.blobs_lr) - return blobs_lr_; -} -::google::protobuf::RepeatedField< float >* -V1LayerParameter::mutable_blobs_lr() { - // @@protoc_insertion_point(field_mutable_list:caffe.V1LayerParameter.blobs_lr) - return &blobs_lr_; -} - -// repeated float weight_decay = 8; -int V1LayerParameter::weight_decay_size() const { - return weight_decay_.size(); -} -void V1LayerParameter::clear_weight_decay() { - weight_decay_.Clear(); -} -float V1LayerParameter::weight_decay(int index) const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.weight_decay) - return weight_decay_.Get(index); -} -void V1LayerParameter::set_weight_decay(int index, float value) { - weight_decay_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.V1LayerParameter.weight_decay) -} -void V1LayerParameter::add_weight_decay(float value) { - weight_decay_.Add(value); - // @@protoc_insertion_point(field_add:caffe.V1LayerParameter.weight_decay) -} -const ::google::protobuf::RepeatedField< float >& -V1LayerParameter::weight_decay() const { - // @@protoc_insertion_point(field_list:caffe.V1LayerParameter.weight_decay) - return weight_decay_; -} -::google::protobuf::RepeatedField< float >* -V1LayerParameter::mutable_weight_decay() { - // @@protoc_insertion_point(field_mutable_list:caffe.V1LayerParameter.weight_decay) - return &weight_decay_; -} - -// repeated float loss_weight = 35; -int V1LayerParameter::loss_weight_size() const { - return loss_weight_.size(); -} -void V1LayerParameter::clear_loss_weight() { - loss_weight_.Clear(); -} -float V1LayerParameter::loss_weight(int index) const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.loss_weight) - return loss_weight_.Get(index); -} -void V1LayerParameter::set_loss_weight(int index, float value) { - loss_weight_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.V1LayerParameter.loss_weight) -} -void V1LayerParameter::add_loss_weight(float value) { - loss_weight_.Add(value); - // @@protoc_insertion_point(field_add:caffe.V1LayerParameter.loss_weight) -} -const ::google::protobuf::RepeatedField< float >& -V1LayerParameter::loss_weight() const { - // @@protoc_insertion_point(field_list:caffe.V1LayerParameter.loss_weight) - return loss_weight_; -} -::google::protobuf::RepeatedField< float >* -V1LayerParameter::mutable_loss_weight() { - // @@protoc_insertion_point(field_mutable_list:caffe.V1LayerParameter.loss_weight) - return &loss_weight_; -} - -// optional .caffe.AccuracyParameter accuracy_param = 27; -bool V1LayerParameter::has_accuracy_param() const { - return (_has_bits_[0] & 0x00001000u) != 0; -} -void V1LayerParameter::set_has_accuracy_param() { - _has_bits_[0] |= 0x00001000u; -} -void V1LayerParameter::clear_has_accuracy_param() { - _has_bits_[0] &= ~0x00001000u; -} -void V1LayerParameter::clear_accuracy_param() { - if (accuracy_param_ != NULL) accuracy_param_->::caffe::AccuracyParameter::Clear(); - clear_has_accuracy_param(); -} -const ::caffe::AccuracyParameter& V1LayerParameter::accuracy_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.accuracy_param) - return accuracy_param_ != NULL ? *accuracy_param_ - : *::caffe::AccuracyParameter::internal_default_instance(); -} -::caffe::AccuracyParameter* V1LayerParameter::mutable_accuracy_param() { - set_has_accuracy_param(); - if (accuracy_param_ == NULL) { - accuracy_param_ = new ::caffe::AccuracyParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.accuracy_param) - return accuracy_param_; -} -::caffe::AccuracyParameter* V1LayerParameter::release_accuracy_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.accuracy_param) - clear_has_accuracy_param(); - ::caffe::AccuracyParameter* temp = accuracy_param_; - accuracy_param_ = NULL; - return temp; -} -void V1LayerParameter::set_allocated_accuracy_param(::caffe::AccuracyParameter* accuracy_param) { - delete accuracy_param_; - accuracy_param_ = accuracy_param; - if (accuracy_param) { - set_has_accuracy_param(); - } else { - clear_has_accuracy_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.accuracy_param) -} - -// optional .caffe.ArgMaxParameter argmax_param = 23; -bool V1LayerParameter::has_argmax_param() const { - return (_has_bits_[0] & 0x00002000u) != 0; -} -void V1LayerParameter::set_has_argmax_param() { - _has_bits_[0] |= 0x00002000u; -} -void V1LayerParameter::clear_has_argmax_param() { - _has_bits_[0] &= ~0x00002000u; -} -void V1LayerParameter::clear_argmax_param() { - if (argmax_param_ != NULL) argmax_param_->::caffe::ArgMaxParameter::Clear(); - clear_has_argmax_param(); -} -const ::caffe::ArgMaxParameter& V1LayerParameter::argmax_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.argmax_param) - return argmax_param_ != NULL ? *argmax_param_ - : *::caffe::ArgMaxParameter::internal_default_instance(); -} -::caffe::ArgMaxParameter* V1LayerParameter::mutable_argmax_param() { - set_has_argmax_param(); - if (argmax_param_ == NULL) { - argmax_param_ = new ::caffe::ArgMaxParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.argmax_param) - return argmax_param_; -} -::caffe::ArgMaxParameter* V1LayerParameter::release_argmax_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.argmax_param) - clear_has_argmax_param(); - ::caffe::ArgMaxParameter* temp = argmax_param_; - argmax_param_ = NULL; - return temp; -} -void V1LayerParameter::set_allocated_argmax_param(::caffe::ArgMaxParameter* argmax_param) { - delete argmax_param_; - argmax_param_ = argmax_param; - if (argmax_param) { - set_has_argmax_param(); - } else { - clear_has_argmax_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.argmax_param) -} - -// optional .caffe.ConcatParameter concat_param = 9; -bool V1LayerParameter::has_concat_param() const { - return (_has_bits_[0] & 0x00004000u) != 0; -} -void V1LayerParameter::set_has_concat_param() { - _has_bits_[0] |= 0x00004000u; -} -void V1LayerParameter::clear_has_concat_param() { - _has_bits_[0] &= ~0x00004000u; -} -void V1LayerParameter::clear_concat_param() { - if (concat_param_ != NULL) concat_param_->::caffe::ConcatParameter::Clear(); - clear_has_concat_param(); -} -const ::caffe::ConcatParameter& V1LayerParameter::concat_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.concat_param) - return concat_param_ != NULL ? *concat_param_ - : *::caffe::ConcatParameter::internal_default_instance(); -} -::caffe::ConcatParameter* V1LayerParameter::mutable_concat_param() { - set_has_concat_param(); - if (concat_param_ == NULL) { - concat_param_ = new ::caffe::ConcatParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.concat_param) - return concat_param_; -} -::caffe::ConcatParameter* V1LayerParameter::release_concat_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.concat_param) - clear_has_concat_param(); - ::caffe::ConcatParameter* temp = concat_param_; - concat_param_ = NULL; - return temp; -} -void V1LayerParameter::set_allocated_concat_param(::caffe::ConcatParameter* concat_param) { - delete concat_param_; - concat_param_ = concat_param; - if (concat_param) { - set_has_concat_param(); - } else { - clear_has_concat_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.concat_param) -} - -// optional .caffe.ContrastiveLossParameter contrastive_loss_param = 40; -bool V1LayerParameter::has_contrastive_loss_param() const { - return (_has_bits_[0] & 0x00008000u) != 0; -} -void V1LayerParameter::set_has_contrastive_loss_param() { - _has_bits_[0] |= 0x00008000u; -} -void V1LayerParameter::clear_has_contrastive_loss_param() { - _has_bits_[0] &= ~0x00008000u; -} -void V1LayerParameter::clear_contrastive_loss_param() { - if (contrastive_loss_param_ != NULL) contrastive_loss_param_->::caffe::ContrastiveLossParameter::Clear(); - clear_has_contrastive_loss_param(); -} -const ::caffe::ContrastiveLossParameter& V1LayerParameter::contrastive_loss_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.contrastive_loss_param) - return contrastive_loss_param_ != NULL ? *contrastive_loss_param_ - : *::caffe::ContrastiveLossParameter::internal_default_instance(); -} -::caffe::ContrastiveLossParameter* V1LayerParameter::mutable_contrastive_loss_param() { - set_has_contrastive_loss_param(); - if (contrastive_loss_param_ == NULL) { - contrastive_loss_param_ = new ::caffe::ContrastiveLossParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.contrastive_loss_param) - return contrastive_loss_param_; -} -::caffe::ContrastiveLossParameter* V1LayerParameter::release_contrastive_loss_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.contrastive_loss_param) - clear_has_contrastive_loss_param(); - ::caffe::ContrastiveLossParameter* temp = contrastive_loss_param_; - contrastive_loss_param_ = NULL; - return temp; -} -void V1LayerParameter::set_allocated_contrastive_loss_param(::caffe::ContrastiveLossParameter* contrastive_loss_param) { - delete contrastive_loss_param_; - contrastive_loss_param_ = contrastive_loss_param; - if (contrastive_loss_param) { - set_has_contrastive_loss_param(); - } else { - clear_has_contrastive_loss_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.contrastive_loss_param) -} - -// optional .caffe.ConvolutionParameter convolution_param = 10; -bool V1LayerParameter::has_convolution_param() const { - return (_has_bits_[0] & 0x00010000u) != 0; -} -void V1LayerParameter::set_has_convolution_param() { - _has_bits_[0] |= 0x00010000u; -} -void V1LayerParameter::clear_has_convolution_param() { - _has_bits_[0] &= ~0x00010000u; -} -void V1LayerParameter::clear_convolution_param() { - if (convolution_param_ != NULL) convolution_param_->::caffe::ConvolutionParameter::Clear(); - clear_has_convolution_param(); -} -const ::caffe::ConvolutionParameter& V1LayerParameter::convolution_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.convolution_param) - return convolution_param_ != NULL ? *convolution_param_ - : *::caffe::ConvolutionParameter::internal_default_instance(); -} -::caffe::ConvolutionParameter* V1LayerParameter::mutable_convolution_param() { - set_has_convolution_param(); - if (convolution_param_ == NULL) { - convolution_param_ = new ::caffe::ConvolutionParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.convolution_param) - return convolution_param_; -} -::caffe::ConvolutionParameter* V1LayerParameter::release_convolution_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.convolution_param) - clear_has_convolution_param(); - ::caffe::ConvolutionParameter* temp = convolution_param_; - convolution_param_ = NULL; - return temp; -} -void V1LayerParameter::set_allocated_convolution_param(::caffe::ConvolutionParameter* convolution_param) { - delete convolution_param_; - convolution_param_ = convolution_param; - if (convolution_param) { - set_has_convolution_param(); - } else { - clear_has_convolution_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.convolution_param) -} - -// optional .caffe.DataParameter data_param = 11; -bool V1LayerParameter::has_data_param() const { - return (_has_bits_[0] & 0x00020000u) != 0; -} -void V1LayerParameter::set_has_data_param() { - _has_bits_[0] |= 0x00020000u; -} -void V1LayerParameter::clear_has_data_param() { - _has_bits_[0] &= ~0x00020000u; -} -void V1LayerParameter::clear_data_param() { - if (data_param_ != NULL) data_param_->::caffe::DataParameter::Clear(); - clear_has_data_param(); -} -const ::caffe::DataParameter& V1LayerParameter::data_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.data_param) - return data_param_ != NULL ? *data_param_ - : *::caffe::DataParameter::internal_default_instance(); -} -::caffe::DataParameter* V1LayerParameter::mutable_data_param() { - set_has_data_param(); - if (data_param_ == NULL) { - data_param_ = new ::caffe::DataParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.data_param) - return data_param_; -} -::caffe::DataParameter* V1LayerParameter::release_data_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.data_param) - clear_has_data_param(); - ::caffe::DataParameter* temp = data_param_; - data_param_ = NULL; - return temp; -} -void V1LayerParameter::set_allocated_data_param(::caffe::DataParameter* data_param) { - delete data_param_; - data_param_ = data_param; - if (data_param) { - set_has_data_param(); - } else { - clear_has_data_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.data_param) -} - -// optional .caffe.DropoutParameter dropout_param = 12; -bool V1LayerParameter::has_dropout_param() const { - return (_has_bits_[0] & 0x00040000u) != 0; -} -void V1LayerParameter::set_has_dropout_param() { - _has_bits_[0] |= 0x00040000u; -} -void V1LayerParameter::clear_has_dropout_param() { - _has_bits_[0] &= ~0x00040000u; -} -void V1LayerParameter::clear_dropout_param() { - if (dropout_param_ != NULL) dropout_param_->::caffe::DropoutParameter::Clear(); - clear_has_dropout_param(); -} -const ::caffe::DropoutParameter& V1LayerParameter::dropout_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.dropout_param) - return dropout_param_ != NULL ? *dropout_param_ - : *::caffe::DropoutParameter::internal_default_instance(); -} -::caffe::DropoutParameter* V1LayerParameter::mutable_dropout_param() { - set_has_dropout_param(); - if (dropout_param_ == NULL) { - dropout_param_ = new ::caffe::DropoutParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.dropout_param) - return dropout_param_; -} -::caffe::DropoutParameter* V1LayerParameter::release_dropout_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.dropout_param) - clear_has_dropout_param(); - ::caffe::DropoutParameter* temp = dropout_param_; - dropout_param_ = NULL; - return temp; -} -void V1LayerParameter::set_allocated_dropout_param(::caffe::DropoutParameter* dropout_param) { - delete dropout_param_; - dropout_param_ = dropout_param; - if (dropout_param) { - set_has_dropout_param(); - } else { - clear_has_dropout_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.dropout_param) -} - -// optional .caffe.DummyDataParameter dummy_data_param = 26; -bool V1LayerParameter::has_dummy_data_param() const { - return (_has_bits_[0] & 0x00080000u) != 0; -} -void V1LayerParameter::set_has_dummy_data_param() { - _has_bits_[0] |= 0x00080000u; -} -void V1LayerParameter::clear_has_dummy_data_param() { - _has_bits_[0] &= ~0x00080000u; -} -void V1LayerParameter::clear_dummy_data_param() { - if (dummy_data_param_ != NULL) dummy_data_param_->::caffe::DummyDataParameter::Clear(); - clear_has_dummy_data_param(); -} -const ::caffe::DummyDataParameter& V1LayerParameter::dummy_data_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.dummy_data_param) - return dummy_data_param_ != NULL ? *dummy_data_param_ - : *::caffe::DummyDataParameter::internal_default_instance(); -} -::caffe::DummyDataParameter* V1LayerParameter::mutable_dummy_data_param() { - set_has_dummy_data_param(); - if (dummy_data_param_ == NULL) { - dummy_data_param_ = new ::caffe::DummyDataParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.dummy_data_param) - return dummy_data_param_; -} -::caffe::DummyDataParameter* V1LayerParameter::release_dummy_data_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.dummy_data_param) - clear_has_dummy_data_param(); - ::caffe::DummyDataParameter* temp = dummy_data_param_; - dummy_data_param_ = NULL; - return temp; -} -void V1LayerParameter::set_allocated_dummy_data_param(::caffe::DummyDataParameter* dummy_data_param) { - delete dummy_data_param_; - dummy_data_param_ = dummy_data_param; - if (dummy_data_param) { - set_has_dummy_data_param(); - } else { - clear_has_dummy_data_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.dummy_data_param) -} - -// optional .caffe.EltwiseParameter eltwise_param = 24; -bool V1LayerParameter::has_eltwise_param() const { - return (_has_bits_[0] & 0x00100000u) != 0; -} -void V1LayerParameter::set_has_eltwise_param() { - _has_bits_[0] |= 0x00100000u; -} -void V1LayerParameter::clear_has_eltwise_param() { - _has_bits_[0] &= ~0x00100000u; -} -void V1LayerParameter::clear_eltwise_param() { - if (eltwise_param_ != NULL) eltwise_param_->::caffe::EltwiseParameter::Clear(); - clear_has_eltwise_param(); -} -const ::caffe::EltwiseParameter& V1LayerParameter::eltwise_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.eltwise_param) - return eltwise_param_ != NULL ? *eltwise_param_ - : *::caffe::EltwiseParameter::internal_default_instance(); -} -::caffe::EltwiseParameter* V1LayerParameter::mutable_eltwise_param() { - set_has_eltwise_param(); - if (eltwise_param_ == NULL) { - eltwise_param_ = new ::caffe::EltwiseParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.eltwise_param) - return eltwise_param_; -} -::caffe::EltwiseParameter* V1LayerParameter::release_eltwise_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.eltwise_param) - clear_has_eltwise_param(); - ::caffe::EltwiseParameter* temp = eltwise_param_; - eltwise_param_ = NULL; - return temp; -} -void V1LayerParameter::set_allocated_eltwise_param(::caffe::EltwiseParameter* eltwise_param) { - delete eltwise_param_; - eltwise_param_ = eltwise_param; - if (eltwise_param) { - set_has_eltwise_param(); - } else { - clear_has_eltwise_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.eltwise_param) -} - -// optional .caffe.ExpParameter exp_param = 41; -bool V1LayerParameter::has_exp_param() const { - return (_has_bits_[0] & 0x00200000u) != 0; -} -void V1LayerParameter::set_has_exp_param() { - _has_bits_[0] |= 0x00200000u; -} -void V1LayerParameter::clear_has_exp_param() { - _has_bits_[0] &= ~0x00200000u; -} -void V1LayerParameter::clear_exp_param() { - if (exp_param_ != NULL) exp_param_->::caffe::ExpParameter::Clear(); - clear_has_exp_param(); -} -const ::caffe::ExpParameter& V1LayerParameter::exp_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.exp_param) - return exp_param_ != NULL ? *exp_param_ - : *::caffe::ExpParameter::internal_default_instance(); -} -::caffe::ExpParameter* V1LayerParameter::mutable_exp_param() { - set_has_exp_param(); - if (exp_param_ == NULL) { - exp_param_ = new ::caffe::ExpParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.exp_param) - return exp_param_; -} -::caffe::ExpParameter* V1LayerParameter::release_exp_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.exp_param) - clear_has_exp_param(); - ::caffe::ExpParameter* temp = exp_param_; - exp_param_ = NULL; - return temp; -} -void V1LayerParameter::set_allocated_exp_param(::caffe::ExpParameter* exp_param) { - delete exp_param_; - exp_param_ = exp_param; - if (exp_param) { - set_has_exp_param(); - } else { - clear_has_exp_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.exp_param) -} - -// optional .caffe.HDF5DataParameter hdf5_data_param = 13; -bool V1LayerParameter::has_hdf5_data_param() const { - return (_has_bits_[0] & 0x00400000u) != 0; -} -void V1LayerParameter::set_has_hdf5_data_param() { - _has_bits_[0] |= 0x00400000u; -} -void V1LayerParameter::clear_has_hdf5_data_param() { - _has_bits_[0] &= ~0x00400000u; -} -void V1LayerParameter::clear_hdf5_data_param() { - if (hdf5_data_param_ != NULL) hdf5_data_param_->::caffe::HDF5DataParameter::Clear(); - clear_has_hdf5_data_param(); -} -const ::caffe::HDF5DataParameter& V1LayerParameter::hdf5_data_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.hdf5_data_param) - return hdf5_data_param_ != NULL ? *hdf5_data_param_ - : *::caffe::HDF5DataParameter::internal_default_instance(); -} -::caffe::HDF5DataParameter* V1LayerParameter::mutable_hdf5_data_param() { - set_has_hdf5_data_param(); - if (hdf5_data_param_ == NULL) { - hdf5_data_param_ = new ::caffe::HDF5DataParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.hdf5_data_param) - return hdf5_data_param_; -} -::caffe::HDF5DataParameter* V1LayerParameter::release_hdf5_data_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.hdf5_data_param) - clear_has_hdf5_data_param(); - ::caffe::HDF5DataParameter* temp = hdf5_data_param_; - hdf5_data_param_ = NULL; - return temp; -} -void V1LayerParameter::set_allocated_hdf5_data_param(::caffe::HDF5DataParameter* hdf5_data_param) { - delete hdf5_data_param_; - hdf5_data_param_ = hdf5_data_param; - if (hdf5_data_param) { - set_has_hdf5_data_param(); - } else { - clear_has_hdf5_data_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.hdf5_data_param) -} - -// optional .caffe.HDF5OutputParameter hdf5_output_param = 14; -bool V1LayerParameter::has_hdf5_output_param() const { - return (_has_bits_[0] & 0x00800000u) != 0; -} -void V1LayerParameter::set_has_hdf5_output_param() { - _has_bits_[0] |= 0x00800000u; -} -void V1LayerParameter::clear_has_hdf5_output_param() { - _has_bits_[0] &= ~0x00800000u; -} -void V1LayerParameter::clear_hdf5_output_param() { - if (hdf5_output_param_ != NULL) hdf5_output_param_->::caffe::HDF5OutputParameter::Clear(); - clear_has_hdf5_output_param(); -} -const ::caffe::HDF5OutputParameter& V1LayerParameter::hdf5_output_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.hdf5_output_param) - return hdf5_output_param_ != NULL ? *hdf5_output_param_ - : *::caffe::HDF5OutputParameter::internal_default_instance(); -} -::caffe::HDF5OutputParameter* V1LayerParameter::mutable_hdf5_output_param() { - set_has_hdf5_output_param(); - if (hdf5_output_param_ == NULL) { - hdf5_output_param_ = new ::caffe::HDF5OutputParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.hdf5_output_param) - return hdf5_output_param_; -} -::caffe::HDF5OutputParameter* V1LayerParameter::release_hdf5_output_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.hdf5_output_param) - clear_has_hdf5_output_param(); - ::caffe::HDF5OutputParameter* temp = hdf5_output_param_; - hdf5_output_param_ = NULL; - return temp; -} -void V1LayerParameter::set_allocated_hdf5_output_param(::caffe::HDF5OutputParameter* hdf5_output_param) { - delete hdf5_output_param_; - hdf5_output_param_ = hdf5_output_param; - if (hdf5_output_param) { - set_has_hdf5_output_param(); - } else { - clear_has_hdf5_output_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.hdf5_output_param) -} - -// optional .caffe.HingeLossParameter hinge_loss_param = 29; -bool V1LayerParameter::has_hinge_loss_param() const { - return (_has_bits_[0] & 0x01000000u) != 0; -} -void V1LayerParameter::set_has_hinge_loss_param() { - _has_bits_[0] |= 0x01000000u; -} -void V1LayerParameter::clear_has_hinge_loss_param() { - _has_bits_[0] &= ~0x01000000u; -} -void V1LayerParameter::clear_hinge_loss_param() { - if (hinge_loss_param_ != NULL) hinge_loss_param_->::caffe::HingeLossParameter::Clear(); - clear_has_hinge_loss_param(); -} -const ::caffe::HingeLossParameter& V1LayerParameter::hinge_loss_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.hinge_loss_param) - return hinge_loss_param_ != NULL ? *hinge_loss_param_ - : *::caffe::HingeLossParameter::internal_default_instance(); -} -::caffe::HingeLossParameter* V1LayerParameter::mutable_hinge_loss_param() { - set_has_hinge_loss_param(); - if (hinge_loss_param_ == NULL) { - hinge_loss_param_ = new ::caffe::HingeLossParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.hinge_loss_param) - return hinge_loss_param_; -} -::caffe::HingeLossParameter* V1LayerParameter::release_hinge_loss_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.hinge_loss_param) - clear_has_hinge_loss_param(); - ::caffe::HingeLossParameter* temp = hinge_loss_param_; - hinge_loss_param_ = NULL; - return temp; -} -void V1LayerParameter::set_allocated_hinge_loss_param(::caffe::HingeLossParameter* hinge_loss_param) { - delete hinge_loss_param_; - hinge_loss_param_ = hinge_loss_param; - if (hinge_loss_param) { - set_has_hinge_loss_param(); - } else { - clear_has_hinge_loss_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.hinge_loss_param) -} - -// optional .caffe.ImageDataParameter image_data_param = 15; -bool V1LayerParameter::has_image_data_param() const { - return (_has_bits_[0] & 0x02000000u) != 0; -} -void V1LayerParameter::set_has_image_data_param() { - _has_bits_[0] |= 0x02000000u; -} -void V1LayerParameter::clear_has_image_data_param() { - _has_bits_[0] &= ~0x02000000u; -} -void V1LayerParameter::clear_image_data_param() { - if (image_data_param_ != NULL) image_data_param_->::caffe::ImageDataParameter::Clear(); - clear_has_image_data_param(); -} -const ::caffe::ImageDataParameter& V1LayerParameter::image_data_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.image_data_param) - return image_data_param_ != NULL ? *image_data_param_ - : *::caffe::ImageDataParameter::internal_default_instance(); -} -::caffe::ImageDataParameter* V1LayerParameter::mutable_image_data_param() { - set_has_image_data_param(); - if (image_data_param_ == NULL) { - image_data_param_ = new ::caffe::ImageDataParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.image_data_param) - return image_data_param_; -} -::caffe::ImageDataParameter* V1LayerParameter::release_image_data_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.image_data_param) - clear_has_image_data_param(); - ::caffe::ImageDataParameter* temp = image_data_param_; - image_data_param_ = NULL; - return temp; -} -void V1LayerParameter::set_allocated_image_data_param(::caffe::ImageDataParameter* image_data_param) { - delete image_data_param_; - image_data_param_ = image_data_param; - if (image_data_param) { - set_has_image_data_param(); - } else { - clear_has_image_data_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.image_data_param) -} - -// optional .caffe.InfogainLossParameter infogain_loss_param = 16; -bool V1LayerParameter::has_infogain_loss_param() const { - return (_has_bits_[0] & 0x04000000u) != 0; -} -void V1LayerParameter::set_has_infogain_loss_param() { - _has_bits_[0] |= 0x04000000u; -} -void V1LayerParameter::clear_has_infogain_loss_param() { - _has_bits_[0] &= ~0x04000000u; -} -void V1LayerParameter::clear_infogain_loss_param() { - if (infogain_loss_param_ != NULL) infogain_loss_param_->::caffe::InfogainLossParameter::Clear(); - clear_has_infogain_loss_param(); -} -const ::caffe::InfogainLossParameter& V1LayerParameter::infogain_loss_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.infogain_loss_param) - return infogain_loss_param_ != NULL ? *infogain_loss_param_ - : *::caffe::InfogainLossParameter::internal_default_instance(); -} -::caffe::InfogainLossParameter* V1LayerParameter::mutable_infogain_loss_param() { - set_has_infogain_loss_param(); - if (infogain_loss_param_ == NULL) { - infogain_loss_param_ = new ::caffe::InfogainLossParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.infogain_loss_param) - return infogain_loss_param_; -} -::caffe::InfogainLossParameter* V1LayerParameter::release_infogain_loss_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.infogain_loss_param) - clear_has_infogain_loss_param(); - ::caffe::InfogainLossParameter* temp = infogain_loss_param_; - infogain_loss_param_ = NULL; - return temp; -} -void V1LayerParameter::set_allocated_infogain_loss_param(::caffe::InfogainLossParameter* infogain_loss_param) { - delete infogain_loss_param_; - infogain_loss_param_ = infogain_loss_param; - if (infogain_loss_param) { - set_has_infogain_loss_param(); - } else { - clear_has_infogain_loss_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.infogain_loss_param) -} - -// optional .caffe.InnerProductParameter inner_product_param = 17; -bool V1LayerParameter::has_inner_product_param() const { - return (_has_bits_[0] & 0x08000000u) != 0; -} -void V1LayerParameter::set_has_inner_product_param() { - _has_bits_[0] |= 0x08000000u; -} -void V1LayerParameter::clear_has_inner_product_param() { - _has_bits_[0] &= ~0x08000000u; -} -void V1LayerParameter::clear_inner_product_param() { - if (inner_product_param_ != NULL) inner_product_param_->::caffe::InnerProductParameter::Clear(); - clear_has_inner_product_param(); -} -const ::caffe::InnerProductParameter& V1LayerParameter::inner_product_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.inner_product_param) - return inner_product_param_ != NULL ? *inner_product_param_ - : *::caffe::InnerProductParameter::internal_default_instance(); -} -::caffe::InnerProductParameter* V1LayerParameter::mutable_inner_product_param() { - set_has_inner_product_param(); - if (inner_product_param_ == NULL) { - inner_product_param_ = new ::caffe::InnerProductParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.inner_product_param) - return inner_product_param_; -} -::caffe::InnerProductParameter* V1LayerParameter::release_inner_product_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.inner_product_param) - clear_has_inner_product_param(); - ::caffe::InnerProductParameter* temp = inner_product_param_; - inner_product_param_ = NULL; - return temp; -} -void V1LayerParameter::set_allocated_inner_product_param(::caffe::InnerProductParameter* inner_product_param) { - delete inner_product_param_; - inner_product_param_ = inner_product_param; - if (inner_product_param) { - set_has_inner_product_param(); - } else { - clear_has_inner_product_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.inner_product_param) -} - -// optional .caffe.LRNParameter lrn_param = 18; -bool V1LayerParameter::has_lrn_param() const { - return (_has_bits_[0] & 0x10000000u) != 0; -} -void V1LayerParameter::set_has_lrn_param() { - _has_bits_[0] |= 0x10000000u; -} -void V1LayerParameter::clear_has_lrn_param() { - _has_bits_[0] &= ~0x10000000u; -} -void V1LayerParameter::clear_lrn_param() { - if (lrn_param_ != NULL) lrn_param_->::caffe::LRNParameter::Clear(); - clear_has_lrn_param(); -} -const ::caffe::LRNParameter& V1LayerParameter::lrn_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.lrn_param) - return lrn_param_ != NULL ? *lrn_param_ - : *::caffe::LRNParameter::internal_default_instance(); -} -::caffe::LRNParameter* V1LayerParameter::mutable_lrn_param() { - set_has_lrn_param(); - if (lrn_param_ == NULL) { - lrn_param_ = new ::caffe::LRNParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.lrn_param) - return lrn_param_; -} -::caffe::LRNParameter* V1LayerParameter::release_lrn_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.lrn_param) - clear_has_lrn_param(); - ::caffe::LRNParameter* temp = lrn_param_; - lrn_param_ = NULL; - return temp; -} -void V1LayerParameter::set_allocated_lrn_param(::caffe::LRNParameter* lrn_param) { - delete lrn_param_; - lrn_param_ = lrn_param; - if (lrn_param) { - set_has_lrn_param(); - } else { - clear_has_lrn_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.lrn_param) -} - -// optional .caffe.MemoryDataParameter memory_data_param = 22; -bool V1LayerParameter::has_memory_data_param() const { - return (_has_bits_[0] & 0x20000000u) != 0; -} -void V1LayerParameter::set_has_memory_data_param() { - _has_bits_[0] |= 0x20000000u; -} -void V1LayerParameter::clear_has_memory_data_param() { - _has_bits_[0] &= ~0x20000000u; -} -void V1LayerParameter::clear_memory_data_param() { - if (memory_data_param_ != NULL) memory_data_param_->::caffe::MemoryDataParameter::Clear(); - clear_has_memory_data_param(); -} -const ::caffe::MemoryDataParameter& V1LayerParameter::memory_data_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.memory_data_param) - return memory_data_param_ != NULL ? *memory_data_param_ - : *::caffe::MemoryDataParameter::internal_default_instance(); -} -::caffe::MemoryDataParameter* V1LayerParameter::mutable_memory_data_param() { - set_has_memory_data_param(); - if (memory_data_param_ == NULL) { - memory_data_param_ = new ::caffe::MemoryDataParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.memory_data_param) - return memory_data_param_; -} -::caffe::MemoryDataParameter* V1LayerParameter::release_memory_data_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.memory_data_param) - clear_has_memory_data_param(); - ::caffe::MemoryDataParameter* temp = memory_data_param_; - memory_data_param_ = NULL; - return temp; -} -void V1LayerParameter::set_allocated_memory_data_param(::caffe::MemoryDataParameter* memory_data_param) { - delete memory_data_param_; - memory_data_param_ = memory_data_param; - if (memory_data_param) { - set_has_memory_data_param(); - } else { - clear_has_memory_data_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.memory_data_param) -} - -// optional .caffe.MVNParameter mvn_param = 34; -bool V1LayerParameter::has_mvn_param() const { - return (_has_bits_[0] & 0x40000000u) != 0; -} -void V1LayerParameter::set_has_mvn_param() { - _has_bits_[0] |= 0x40000000u; -} -void V1LayerParameter::clear_has_mvn_param() { - _has_bits_[0] &= ~0x40000000u; -} -void V1LayerParameter::clear_mvn_param() { - if (mvn_param_ != NULL) mvn_param_->::caffe::MVNParameter::Clear(); - clear_has_mvn_param(); -} -const ::caffe::MVNParameter& V1LayerParameter::mvn_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.mvn_param) - return mvn_param_ != NULL ? *mvn_param_ - : *::caffe::MVNParameter::internal_default_instance(); -} -::caffe::MVNParameter* V1LayerParameter::mutable_mvn_param() { - set_has_mvn_param(); - if (mvn_param_ == NULL) { - mvn_param_ = new ::caffe::MVNParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.mvn_param) - return mvn_param_; -} -::caffe::MVNParameter* V1LayerParameter::release_mvn_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.mvn_param) - clear_has_mvn_param(); - ::caffe::MVNParameter* temp = mvn_param_; - mvn_param_ = NULL; - return temp; -} -void V1LayerParameter::set_allocated_mvn_param(::caffe::MVNParameter* mvn_param) { - delete mvn_param_; - mvn_param_ = mvn_param; - if (mvn_param) { - set_has_mvn_param(); - } else { - clear_has_mvn_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.mvn_param) -} - -// optional .caffe.PoolingParameter pooling_param = 19; -bool V1LayerParameter::has_pooling_param() const { - return (_has_bits_[0] & 0x80000000u) != 0; -} -void V1LayerParameter::set_has_pooling_param() { - _has_bits_[0] |= 0x80000000u; -} -void V1LayerParameter::clear_has_pooling_param() { - _has_bits_[0] &= ~0x80000000u; -} -void V1LayerParameter::clear_pooling_param() { - if (pooling_param_ != NULL) pooling_param_->::caffe::PoolingParameter::Clear(); - clear_has_pooling_param(); -} -const ::caffe::PoolingParameter& V1LayerParameter::pooling_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.pooling_param) - return pooling_param_ != NULL ? *pooling_param_ - : *::caffe::PoolingParameter::internal_default_instance(); -} -::caffe::PoolingParameter* V1LayerParameter::mutable_pooling_param() { - set_has_pooling_param(); - if (pooling_param_ == NULL) { - pooling_param_ = new ::caffe::PoolingParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.pooling_param) - return pooling_param_; -} -::caffe::PoolingParameter* V1LayerParameter::release_pooling_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.pooling_param) - clear_has_pooling_param(); - ::caffe::PoolingParameter* temp = pooling_param_; - pooling_param_ = NULL; - return temp; -} -void V1LayerParameter::set_allocated_pooling_param(::caffe::PoolingParameter* pooling_param) { - delete pooling_param_; - pooling_param_ = pooling_param; - if (pooling_param) { - set_has_pooling_param(); - } else { - clear_has_pooling_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.pooling_param) -} - -// optional .caffe.PowerParameter power_param = 21; -bool V1LayerParameter::has_power_param() const { - return (_has_bits_[1] & 0x00000001u) != 0; -} -void V1LayerParameter::set_has_power_param() { - _has_bits_[1] |= 0x00000001u; -} -void V1LayerParameter::clear_has_power_param() { - _has_bits_[1] &= ~0x00000001u; -} -void V1LayerParameter::clear_power_param() { - if (power_param_ != NULL) power_param_->::caffe::PowerParameter::Clear(); - clear_has_power_param(); -} -const ::caffe::PowerParameter& V1LayerParameter::power_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.power_param) - return power_param_ != NULL ? *power_param_ - : *::caffe::PowerParameter::internal_default_instance(); -} -::caffe::PowerParameter* V1LayerParameter::mutable_power_param() { - set_has_power_param(); - if (power_param_ == NULL) { - power_param_ = new ::caffe::PowerParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.power_param) - return power_param_; -} -::caffe::PowerParameter* V1LayerParameter::release_power_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.power_param) - clear_has_power_param(); - ::caffe::PowerParameter* temp = power_param_; - power_param_ = NULL; - return temp; -} -void V1LayerParameter::set_allocated_power_param(::caffe::PowerParameter* power_param) { - delete power_param_; - power_param_ = power_param; - if (power_param) { - set_has_power_param(); - } else { - clear_has_power_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.power_param) -} - -// optional .caffe.ReLUParameter relu_param = 30; -bool V1LayerParameter::has_relu_param() const { - return (_has_bits_[1] & 0x00000002u) != 0; -} -void V1LayerParameter::set_has_relu_param() { - _has_bits_[1] |= 0x00000002u; -} -void V1LayerParameter::clear_has_relu_param() { - _has_bits_[1] &= ~0x00000002u; -} -void V1LayerParameter::clear_relu_param() { - if (relu_param_ != NULL) relu_param_->::caffe::ReLUParameter::Clear(); - clear_has_relu_param(); -} -const ::caffe::ReLUParameter& V1LayerParameter::relu_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.relu_param) - return relu_param_ != NULL ? *relu_param_ - : *::caffe::ReLUParameter::internal_default_instance(); -} -::caffe::ReLUParameter* V1LayerParameter::mutable_relu_param() { - set_has_relu_param(); - if (relu_param_ == NULL) { - relu_param_ = new ::caffe::ReLUParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.relu_param) - return relu_param_; -} -::caffe::ReLUParameter* V1LayerParameter::release_relu_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.relu_param) - clear_has_relu_param(); - ::caffe::ReLUParameter* temp = relu_param_; - relu_param_ = NULL; - return temp; -} -void V1LayerParameter::set_allocated_relu_param(::caffe::ReLUParameter* relu_param) { - delete relu_param_; - relu_param_ = relu_param; - if (relu_param) { - set_has_relu_param(); - } else { - clear_has_relu_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.relu_param) -} - -// optional .caffe.SigmoidParameter sigmoid_param = 38; -bool V1LayerParameter::has_sigmoid_param() const { - return (_has_bits_[1] & 0x00000004u) != 0; -} -void V1LayerParameter::set_has_sigmoid_param() { - _has_bits_[1] |= 0x00000004u; -} -void V1LayerParameter::clear_has_sigmoid_param() { - _has_bits_[1] &= ~0x00000004u; -} -void V1LayerParameter::clear_sigmoid_param() { - if (sigmoid_param_ != NULL) sigmoid_param_->::caffe::SigmoidParameter::Clear(); - clear_has_sigmoid_param(); -} -const ::caffe::SigmoidParameter& V1LayerParameter::sigmoid_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.sigmoid_param) - return sigmoid_param_ != NULL ? *sigmoid_param_ - : *::caffe::SigmoidParameter::internal_default_instance(); -} -::caffe::SigmoidParameter* V1LayerParameter::mutable_sigmoid_param() { - set_has_sigmoid_param(); - if (sigmoid_param_ == NULL) { - sigmoid_param_ = new ::caffe::SigmoidParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.sigmoid_param) - return sigmoid_param_; -} -::caffe::SigmoidParameter* V1LayerParameter::release_sigmoid_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.sigmoid_param) - clear_has_sigmoid_param(); - ::caffe::SigmoidParameter* temp = sigmoid_param_; - sigmoid_param_ = NULL; - return temp; -} -void V1LayerParameter::set_allocated_sigmoid_param(::caffe::SigmoidParameter* sigmoid_param) { - delete sigmoid_param_; - sigmoid_param_ = sigmoid_param; - if (sigmoid_param) { - set_has_sigmoid_param(); - } else { - clear_has_sigmoid_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.sigmoid_param) -} - -// optional .caffe.SoftmaxParameter softmax_param = 39; -bool V1LayerParameter::has_softmax_param() const { - return (_has_bits_[1] & 0x00000008u) != 0; -} -void V1LayerParameter::set_has_softmax_param() { - _has_bits_[1] |= 0x00000008u; -} -void V1LayerParameter::clear_has_softmax_param() { - _has_bits_[1] &= ~0x00000008u; -} -void V1LayerParameter::clear_softmax_param() { - if (softmax_param_ != NULL) softmax_param_->::caffe::SoftmaxParameter::Clear(); - clear_has_softmax_param(); -} -const ::caffe::SoftmaxParameter& V1LayerParameter::softmax_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.softmax_param) - return softmax_param_ != NULL ? *softmax_param_ - : *::caffe::SoftmaxParameter::internal_default_instance(); -} -::caffe::SoftmaxParameter* V1LayerParameter::mutable_softmax_param() { - set_has_softmax_param(); - if (softmax_param_ == NULL) { - softmax_param_ = new ::caffe::SoftmaxParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.softmax_param) - return softmax_param_; -} -::caffe::SoftmaxParameter* V1LayerParameter::release_softmax_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.softmax_param) - clear_has_softmax_param(); - ::caffe::SoftmaxParameter* temp = softmax_param_; - softmax_param_ = NULL; - return temp; -} -void V1LayerParameter::set_allocated_softmax_param(::caffe::SoftmaxParameter* softmax_param) { - delete softmax_param_; - softmax_param_ = softmax_param; - if (softmax_param) { - set_has_softmax_param(); - } else { - clear_has_softmax_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.softmax_param) -} - -// optional .caffe.SliceParameter slice_param = 31; -bool V1LayerParameter::has_slice_param() const { - return (_has_bits_[1] & 0x00000010u) != 0; -} -void V1LayerParameter::set_has_slice_param() { - _has_bits_[1] |= 0x00000010u; -} -void V1LayerParameter::clear_has_slice_param() { - _has_bits_[1] &= ~0x00000010u; -} -void V1LayerParameter::clear_slice_param() { - if (slice_param_ != NULL) slice_param_->::caffe::SliceParameter::Clear(); - clear_has_slice_param(); -} -const ::caffe::SliceParameter& V1LayerParameter::slice_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.slice_param) - return slice_param_ != NULL ? *slice_param_ - : *::caffe::SliceParameter::internal_default_instance(); -} -::caffe::SliceParameter* V1LayerParameter::mutable_slice_param() { - set_has_slice_param(); - if (slice_param_ == NULL) { - slice_param_ = new ::caffe::SliceParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.slice_param) - return slice_param_; -} -::caffe::SliceParameter* V1LayerParameter::release_slice_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.slice_param) - clear_has_slice_param(); - ::caffe::SliceParameter* temp = slice_param_; - slice_param_ = NULL; - return temp; -} -void V1LayerParameter::set_allocated_slice_param(::caffe::SliceParameter* slice_param) { - delete slice_param_; - slice_param_ = slice_param; - if (slice_param) { - set_has_slice_param(); - } else { - clear_has_slice_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.slice_param) -} - -// optional .caffe.TanHParameter tanh_param = 37; -bool V1LayerParameter::has_tanh_param() const { - return (_has_bits_[1] & 0x00000020u) != 0; -} -void V1LayerParameter::set_has_tanh_param() { - _has_bits_[1] |= 0x00000020u; -} -void V1LayerParameter::clear_has_tanh_param() { - _has_bits_[1] &= ~0x00000020u; -} -void V1LayerParameter::clear_tanh_param() { - if (tanh_param_ != NULL) tanh_param_->::caffe::TanHParameter::Clear(); - clear_has_tanh_param(); -} -const ::caffe::TanHParameter& V1LayerParameter::tanh_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.tanh_param) - return tanh_param_ != NULL ? *tanh_param_ - : *::caffe::TanHParameter::internal_default_instance(); -} -::caffe::TanHParameter* V1LayerParameter::mutable_tanh_param() { - set_has_tanh_param(); - if (tanh_param_ == NULL) { - tanh_param_ = new ::caffe::TanHParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.tanh_param) - return tanh_param_; -} -::caffe::TanHParameter* V1LayerParameter::release_tanh_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.tanh_param) - clear_has_tanh_param(); - ::caffe::TanHParameter* temp = tanh_param_; - tanh_param_ = NULL; - return temp; -} -void V1LayerParameter::set_allocated_tanh_param(::caffe::TanHParameter* tanh_param) { - delete tanh_param_; - tanh_param_ = tanh_param; - if (tanh_param) { - set_has_tanh_param(); - } else { - clear_has_tanh_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.tanh_param) -} - -// optional .caffe.ThresholdParameter threshold_param = 25; -bool V1LayerParameter::has_threshold_param() const { - return (_has_bits_[1] & 0x00000040u) != 0; -} -void V1LayerParameter::set_has_threshold_param() { - _has_bits_[1] |= 0x00000040u; -} -void V1LayerParameter::clear_has_threshold_param() { - _has_bits_[1] &= ~0x00000040u; -} -void V1LayerParameter::clear_threshold_param() { - if (threshold_param_ != NULL) threshold_param_->::caffe::ThresholdParameter::Clear(); - clear_has_threshold_param(); -} -const ::caffe::ThresholdParameter& V1LayerParameter::threshold_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.threshold_param) - return threshold_param_ != NULL ? *threshold_param_ - : *::caffe::ThresholdParameter::internal_default_instance(); -} -::caffe::ThresholdParameter* V1LayerParameter::mutable_threshold_param() { - set_has_threshold_param(); - if (threshold_param_ == NULL) { - threshold_param_ = new ::caffe::ThresholdParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.threshold_param) - return threshold_param_; -} -::caffe::ThresholdParameter* V1LayerParameter::release_threshold_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.threshold_param) - clear_has_threshold_param(); - ::caffe::ThresholdParameter* temp = threshold_param_; - threshold_param_ = NULL; - return temp; -} -void V1LayerParameter::set_allocated_threshold_param(::caffe::ThresholdParameter* threshold_param) { - delete threshold_param_; - threshold_param_ = threshold_param; - if (threshold_param) { - set_has_threshold_param(); - } else { - clear_has_threshold_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.threshold_param) -} - -// optional .caffe.WindowDataParameter window_data_param = 20; -bool V1LayerParameter::has_window_data_param() const { - return (_has_bits_[1] & 0x00000080u) != 0; -} -void V1LayerParameter::set_has_window_data_param() { - _has_bits_[1] |= 0x00000080u; -} -void V1LayerParameter::clear_has_window_data_param() { - _has_bits_[1] &= ~0x00000080u; -} -void V1LayerParameter::clear_window_data_param() { - if (window_data_param_ != NULL) window_data_param_->::caffe::WindowDataParameter::Clear(); - clear_has_window_data_param(); -} -const ::caffe::WindowDataParameter& V1LayerParameter::window_data_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.window_data_param) - return window_data_param_ != NULL ? *window_data_param_ - : *::caffe::WindowDataParameter::internal_default_instance(); -} -::caffe::WindowDataParameter* V1LayerParameter::mutable_window_data_param() { - set_has_window_data_param(); - if (window_data_param_ == NULL) { - window_data_param_ = new ::caffe::WindowDataParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.window_data_param) - return window_data_param_; -} -::caffe::WindowDataParameter* V1LayerParameter::release_window_data_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.window_data_param) - clear_has_window_data_param(); - ::caffe::WindowDataParameter* temp = window_data_param_; - window_data_param_ = NULL; - return temp; -} -void V1LayerParameter::set_allocated_window_data_param(::caffe::WindowDataParameter* window_data_param) { - delete window_data_param_; - window_data_param_ = window_data_param; - if (window_data_param) { - set_has_window_data_param(); - } else { - clear_has_window_data_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.window_data_param) -} - -// optional .caffe.TransformationParameter transform_param = 36; -bool V1LayerParameter::has_transform_param() const { - return (_has_bits_[1] & 0x00000100u) != 0; -} -void V1LayerParameter::set_has_transform_param() { - _has_bits_[1] |= 0x00000100u; -} -void V1LayerParameter::clear_has_transform_param() { - _has_bits_[1] &= ~0x00000100u; -} -void V1LayerParameter::clear_transform_param() { - if (transform_param_ != NULL) transform_param_->::caffe::TransformationParameter::Clear(); - clear_has_transform_param(); -} -const ::caffe::TransformationParameter& V1LayerParameter::transform_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.transform_param) - return transform_param_ != NULL ? *transform_param_ - : *::caffe::TransformationParameter::internal_default_instance(); -} -::caffe::TransformationParameter* V1LayerParameter::mutable_transform_param() { - set_has_transform_param(); - if (transform_param_ == NULL) { - transform_param_ = new ::caffe::TransformationParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.transform_param) - return transform_param_; -} -::caffe::TransformationParameter* V1LayerParameter::release_transform_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.transform_param) - clear_has_transform_param(); - ::caffe::TransformationParameter* temp = transform_param_; - transform_param_ = NULL; - return temp; -} -void V1LayerParameter::set_allocated_transform_param(::caffe::TransformationParameter* transform_param) { - delete transform_param_; - transform_param_ = transform_param; - if (transform_param) { - set_has_transform_param(); - } else { - clear_has_transform_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.transform_param) -} - -// optional .caffe.LossParameter loss_param = 42; -bool V1LayerParameter::has_loss_param() const { - return (_has_bits_[1] & 0x00000200u) != 0; -} -void V1LayerParameter::set_has_loss_param() { - _has_bits_[1] |= 0x00000200u; -} -void V1LayerParameter::clear_has_loss_param() { - _has_bits_[1] &= ~0x00000200u; -} -void V1LayerParameter::clear_loss_param() { - if (loss_param_ != NULL) loss_param_->::caffe::LossParameter::Clear(); - clear_has_loss_param(); -} -const ::caffe::LossParameter& V1LayerParameter::loss_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.loss_param) - return loss_param_ != NULL ? *loss_param_ - : *::caffe::LossParameter::internal_default_instance(); -} -::caffe::LossParameter* V1LayerParameter::mutable_loss_param() { - set_has_loss_param(); - if (loss_param_ == NULL) { - loss_param_ = new ::caffe::LossParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.loss_param) - return loss_param_; -} -::caffe::LossParameter* V1LayerParameter::release_loss_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.loss_param) - clear_has_loss_param(); - ::caffe::LossParameter* temp = loss_param_; - loss_param_ = NULL; - return temp; -} -void V1LayerParameter::set_allocated_loss_param(::caffe::LossParameter* loss_param) { - delete loss_param_; - loss_param_ = loss_param; - if (loss_param) { - set_has_loss_param(); - } else { - clear_has_loss_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.loss_param) -} - -// optional .caffe.V0LayerParameter layer = 1; -bool V1LayerParameter::has_layer() const { - return (_has_bits_[1] & 0x00000400u) != 0; -} -void V1LayerParameter::set_has_layer() { - _has_bits_[1] |= 0x00000400u; -} -void V1LayerParameter::clear_has_layer() { - _has_bits_[1] &= ~0x00000400u; -} -void V1LayerParameter::clear_layer() { - if (layer_ != NULL) layer_->::caffe::V0LayerParameter::Clear(); - clear_has_layer(); -} -const ::caffe::V0LayerParameter& V1LayerParameter::layer() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.layer) - return layer_ != NULL ? *layer_ - : *::caffe::V0LayerParameter::internal_default_instance(); -} -::caffe::V0LayerParameter* V1LayerParameter::mutable_layer() { - set_has_layer(); - if (layer_ == NULL) { - layer_ = new ::caffe::V0LayerParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.layer) - return layer_; -} -::caffe::V0LayerParameter* V1LayerParameter::release_layer() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.layer) - clear_has_layer(); - ::caffe::V0LayerParameter* temp = layer_; - layer_ = NULL; - return temp; -} -void V1LayerParameter::set_allocated_layer(::caffe::V0LayerParameter* layer) { - delete layer_; - layer_ = layer; - if (layer) { - set_has_layer(); - } else { - clear_has_layer(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.layer) -} - -inline const V1LayerParameter* V1LayerParameter::internal_default_instance() { - return &V1LayerParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -const ::google::protobuf::EnumDescriptor* V0LayerParameter_PoolMethod_descriptor() { - protobuf_AssignDescriptorsOnce(); - return V0LayerParameter_PoolMethod_descriptor_; -} -bool V0LayerParameter_PoolMethod_IsValid(int value) { - switch (value) { - case 0: - case 1: - case 2: - return true; - default: - return false; - } -} - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const V0LayerParameter_PoolMethod V0LayerParameter::MAX; -const V0LayerParameter_PoolMethod V0LayerParameter::AVE; -const V0LayerParameter_PoolMethod V0LayerParameter::STOCHASTIC; -const V0LayerParameter_PoolMethod V0LayerParameter::PoolMethod_MIN; -const V0LayerParameter_PoolMethod V0LayerParameter::PoolMethod_MAX; -const int V0LayerParameter::PoolMethod_ARRAYSIZE; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 -::std::string* V0LayerParameter::_default_det_crop_mode_ = NULL; -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int V0LayerParameter::kNameFieldNumber; -const int V0LayerParameter::kTypeFieldNumber; -const int V0LayerParameter::kNumOutputFieldNumber; -const int V0LayerParameter::kBiastermFieldNumber; -const int V0LayerParameter::kWeightFillerFieldNumber; -const int V0LayerParameter::kBiasFillerFieldNumber; -const int V0LayerParameter::kPadFieldNumber; -const int V0LayerParameter::kKernelsizeFieldNumber; -const int V0LayerParameter::kGroupFieldNumber; -const int V0LayerParameter::kStrideFieldNumber; -const int V0LayerParameter::kPoolFieldNumber; -const int V0LayerParameter::kDropoutRatioFieldNumber; -const int V0LayerParameter::kLocalSizeFieldNumber; -const int V0LayerParameter::kAlphaFieldNumber; -const int V0LayerParameter::kBetaFieldNumber; -const int V0LayerParameter::kKFieldNumber; -const int V0LayerParameter::kSourceFieldNumber; -const int V0LayerParameter::kScaleFieldNumber; -const int V0LayerParameter::kMeanfileFieldNumber; -const int V0LayerParameter::kBatchsizeFieldNumber; -const int V0LayerParameter::kCropsizeFieldNumber; -const int V0LayerParameter::kMirrorFieldNumber; -const int V0LayerParameter::kBlobsFieldNumber; -const int V0LayerParameter::kBlobsLrFieldNumber; -const int V0LayerParameter::kWeightDecayFieldNumber; -const int V0LayerParameter::kRandSkipFieldNumber; -const int V0LayerParameter::kDetFgThresholdFieldNumber; -const int V0LayerParameter::kDetBgThresholdFieldNumber; -const int V0LayerParameter::kDetFgFractionFieldNumber; -const int V0LayerParameter::kDetContextPadFieldNumber; -const int V0LayerParameter::kDetCropModeFieldNumber; -const int V0LayerParameter::kNewNumFieldNumber; -const int V0LayerParameter::kNewChannelsFieldNumber; -const int V0LayerParameter::kNewHeightFieldNumber; -const int V0LayerParameter::kNewWidthFieldNumber; -const int V0LayerParameter::kShuffleImagesFieldNumber; -const int V0LayerParameter::kConcatDimFieldNumber; -const int V0LayerParameter::kHdf5OutputParamFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -V0LayerParameter::V0LayerParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.V0LayerParameter) -} - -void V0LayerParameter::InitAsDefaultInstance() { - weight_filler_ = const_cast< ::caffe::FillerParameter*>( - ::caffe::FillerParameter::internal_default_instance()); - bias_filler_ = const_cast< ::caffe::FillerParameter*>( - ::caffe::FillerParameter::internal_default_instance()); - hdf5_output_param_ = const_cast< ::caffe::HDF5OutputParameter*>( - ::caffe::HDF5OutputParameter::internal_default_instance()); -} - -V0LayerParameter::V0LayerParameter(const V0LayerParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.V0LayerParameter) -} - -void V0LayerParameter::SharedCtor() { - name_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - type_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - source_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - meanfile_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - det_crop_mode_.UnsafeSetDefault(_default_det_crop_mode_); - weight_filler_ = NULL; - bias_filler_ = NULL; - hdf5_output_param_ = NULL; - ::memset(&num_output_, 0, reinterpret_cast(&new_width_) - - reinterpret_cast(&num_output_) + sizeof(new_width_)); - concat_dim_ = 1u; - biasterm_ = true; - group_ = 1u; - stride_ = 1u; - dropout_ratio_ = 0.5f; - local_size_ = 5u; - alpha_ = 1; - beta_ = 0.75f; - k_ = 1; - scale_ = 1; - det_fg_threshold_ = 0.5f; - det_bg_threshold_ = 0.5f; - det_fg_fraction_ = 0.25f; - _cached_size_ = 0; -} - -V0LayerParameter::~V0LayerParameter() { - // @@protoc_insertion_point(destructor:caffe.V0LayerParameter) - SharedDtor(); -} - -void V0LayerParameter::SharedDtor() { - name_.DestroyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - type_.DestroyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - source_.DestroyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - meanfile_.DestroyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - det_crop_mode_.DestroyNoArena(_default_det_crop_mode_); - if (this != &V0LayerParameter_default_instance_.get()) { - delete weight_filler_; - delete bias_filler_; - delete hdf5_output_param_; - } -} - -void V0LayerParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* V0LayerParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return V0LayerParameter_descriptor_; -} - -const V0LayerParameter& V0LayerParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed V0LayerParameter_default_instance_; - -V0LayerParameter* V0LayerParameter::New(::google::protobuf::Arena* arena) const { - V0LayerParameter* n = new V0LayerParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void V0LayerParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.V0LayerParameter) -#if defined(__clang__) -#define ZR_HELPER_(f) \ - _Pragma("clang diagnostic push") \ - _Pragma("clang diagnostic ignored \"-Winvalid-offsetof\"") \ - __builtin_offsetof(V0LayerParameter, f) \ - _Pragma("clang diagnostic pop") -#else -#define ZR_HELPER_(f) reinterpret_cast(\ - &reinterpret_cast(16)->f) -#endif - -#define ZR_(first, last) do {\ - ::memset(&(first), 0,\ - ZR_HELPER_(last) - ZR_HELPER_(first) + sizeof(last));\ -} while (0) - - if (_has_bits_[0 / 32] & 255u) { - ZR_(num_output_, kernelsize_); - if (has_name()) { - name_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - if (has_type()) { - type_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - biasterm_ = true; - if (has_weight_filler()) { - if (weight_filler_ != NULL) weight_filler_->::caffe::FillerParameter::Clear(); - } - if (has_bias_filler()) { - if (bias_filler_ != NULL) bias_filler_->::caffe::FillerParameter::Clear(); - } - } - if (_has_bits_[8 / 32] & 65280u) { - group_ = 1u; - stride_ = 1u; - pool_ = 0; - dropout_ratio_ = 0.5f; - local_size_ = 5u; - alpha_ = 1; - beta_ = 0.75f; - k_ = 1; - } - if (_has_bits_[16 / 32] & 4128768u) { - ZR_(batchsize_, cropsize_); - if (has_source()) { - source_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - scale_ = 1; - if (has_meanfile()) { - meanfile_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - mirror_ = false; - } - if (_has_bits_[24 / 32] & 4261412864u) { - ZR_(det_context_pad_, new_num_); - rand_skip_ = 0u; - det_fg_threshold_ = 0.5f; - det_bg_threshold_ = 0.5f; - det_fg_fraction_ = 0.25f; - if (has_det_crop_mode()) { - det_crop_mode_.ClearToDefaultNoArena(_default_det_crop_mode_); - } - } - if (_has_bits_[32 / 32] & 63u) { - ZR_(new_channels_, new_width_); - shuffle_images_ = false; - concat_dim_ = 1u; - if (has_hdf5_output_param()) { - if (hdf5_output_param_ != NULL) hdf5_output_param_->::caffe::HDF5OutputParameter::Clear(); - } - } - -#undef ZR_HELPER_ -#undef ZR_ - - blobs_.Clear(); - blobs_lr_.Clear(); - weight_decay_.Clear(); - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool V0LayerParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.V0LayerParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(16383); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional string name = 1; - case 1: { - if (tag == 10) { - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_name())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->name().data(), this->name().length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.V0LayerParameter.name"); - } else { - goto handle_unusual; - } - if (input->ExpectTag(18)) goto parse_type; - break; - } - - // optional string type = 2; - case 2: { - if (tag == 18) { - parse_type: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_type())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->type().data(), this->type().length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.V0LayerParameter.type"); - } else { - goto handle_unusual; - } - if (input->ExpectTag(24)) goto parse_num_output; - break; - } - - // optional uint32 num_output = 3; - case 3: { - if (tag == 24) { - parse_num_output: - set_has_num_output(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &num_output_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(32)) goto parse_biasterm; - break; - } - - // optional bool biasterm = 4 [default = true]; - case 4: { - if (tag == 32) { - parse_biasterm: - set_has_biasterm(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &biasterm_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(42)) goto parse_weight_filler; - break; - } - - // optional .caffe.FillerParameter weight_filler = 5; - case 5: { - if (tag == 42) { - parse_weight_filler: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_weight_filler())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(50)) goto parse_bias_filler; - break; - } - - // optional .caffe.FillerParameter bias_filler = 6; - case 6: { - if (tag == 50) { - parse_bias_filler: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_bias_filler())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(56)) goto parse_pad; - break; - } - - // optional uint32 pad = 7 [default = 0]; - case 7: { - if (tag == 56) { - parse_pad: - set_has_pad(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &pad_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(64)) goto parse_kernelsize; - break; - } - - // optional uint32 kernelsize = 8; - case 8: { - if (tag == 64) { - parse_kernelsize: - set_has_kernelsize(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &kernelsize_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(72)) goto parse_group; - break; - } - - // optional uint32 group = 9 [default = 1]; - case 9: { - if (tag == 72) { - parse_group: - set_has_group(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &group_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(80)) goto parse_stride; - break; - } - - // optional uint32 stride = 10 [default = 1]; - case 10: { - if (tag == 80) { - parse_stride: - set_has_stride(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &stride_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(88)) goto parse_pool; - break; - } - - // optional .caffe.V0LayerParameter.PoolMethod pool = 11 [default = MAX]; - case 11: { - if (tag == 88) { - parse_pool: - int value; - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - int, ::google::protobuf::internal::WireFormatLite::TYPE_ENUM>( - input, &value))); - if (::caffe::V0LayerParameter_PoolMethod_IsValid(value)) { - set_pool(static_cast< ::caffe::V0LayerParameter_PoolMethod >(value)); - } else { - mutable_unknown_fields()->AddVarint(11, value); - } - } else { - goto handle_unusual; - } - if (input->ExpectTag(101)) goto parse_dropout_ratio; - break; - } - - // optional float dropout_ratio = 12 [default = 0.5]; - case 12: { - if (tag == 101) { - parse_dropout_ratio: - set_has_dropout_ratio(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &dropout_ratio_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(104)) goto parse_local_size; - break; - } - - // optional uint32 local_size = 13 [default = 5]; - case 13: { - if (tag == 104) { - parse_local_size: - set_has_local_size(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &local_size_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(117)) goto parse_alpha; - break; - } - - // optional float alpha = 14 [default = 1]; - case 14: { - if (tag == 117) { - parse_alpha: - set_has_alpha(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &alpha_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(125)) goto parse_beta; - break; - } - - // optional float beta = 15 [default = 0.75]; - case 15: { - if (tag == 125) { - parse_beta: - set_has_beta(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &beta_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(130)) goto parse_source; - break; - } - - // optional string source = 16; - case 16: { - if (tag == 130) { - parse_source: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_source())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->source().data(), this->source().length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.V0LayerParameter.source"); - } else { - goto handle_unusual; - } - if (input->ExpectTag(141)) goto parse_scale; - break; - } - - // optional float scale = 17 [default = 1]; - case 17: { - if (tag == 141) { - parse_scale: - set_has_scale(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &scale_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(146)) goto parse_meanfile; - break; - } - - // optional string meanfile = 18; - case 18: { - if (tag == 146) { - parse_meanfile: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_meanfile())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->meanfile().data(), this->meanfile().length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.V0LayerParameter.meanfile"); - } else { - goto handle_unusual; - } - if (input->ExpectTag(152)) goto parse_batchsize; - break; - } - - // optional uint32 batchsize = 19; - case 19: { - if (tag == 152) { - parse_batchsize: - set_has_batchsize(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &batchsize_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(160)) goto parse_cropsize; - break; - } - - // optional uint32 cropsize = 20 [default = 0]; - case 20: { - if (tag == 160) { - parse_cropsize: - set_has_cropsize(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &cropsize_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(168)) goto parse_mirror; - break; - } - - // optional bool mirror = 21 [default = false]; - case 21: { - if (tag == 168) { - parse_mirror: - set_has_mirror(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &mirror_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(181)) goto parse_k; - break; - } - - // optional float k = 22 [default = 1]; - case 22: { - if (tag == 181) { - parse_k: - set_has_k(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &k_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(402)) goto parse_blobs; - break; - } - - // repeated .caffe.BlobProto blobs = 50; - case 50: { - if (tag == 402) { - parse_blobs: - DO_(input->IncrementRecursionDepth()); - parse_loop_blobs: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtualNoRecursionDepth( - input, add_blobs())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(402)) goto parse_loop_blobs; - input->UnsafeDecrementRecursionDepth(); - if (input->ExpectTag(413)) goto parse_blobs_lr; - break; - } - - // repeated float blobs_lr = 51; - case 51: { - if (tag == 413) { - parse_blobs_lr: - DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - 2, 413, input, this->mutable_blobs_lr()))); - } else if (tag == 410) { - DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitiveNoInline< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, this->mutable_blobs_lr()))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(413)) goto parse_blobs_lr; - if (input->ExpectTag(421)) goto parse_weight_decay; - break; - } - - // repeated float weight_decay = 52; - case 52: { - if (tag == 421) { - parse_weight_decay: - DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - 2, 421, input, this->mutable_weight_decay()))); - } else if (tag == 418) { - DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitiveNoInline< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, this->mutable_weight_decay()))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(421)) goto parse_weight_decay; - if (input->ExpectTag(424)) goto parse_rand_skip; - break; - } - - // optional uint32 rand_skip = 53 [default = 0]; - case 53: { - if (tag == 424) { - parse_rand_skip: - set_has_rand_skip(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &rand_skip_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(437)) goto parse_det_fg_threshold; - break; - } - - // optional float det_fg_threshold = 54 [default = 0.5]; - case 54: { - if (tag == 437) { - parse_det_fg_threshold: - set_has_det_fg_threshold(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &det_fg_threshold_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(445)) goto parse_det_bg_threshold; - break; - } - - // optional float det_bg_threshold = 55 [default = 0.5]; - case 55: { - if (tag == 445) { - parse_det_bg_threshold: - set_has_det_bg_threshold(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &det_bg_threshold_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(453)) goto parse_det_fg_fraction; - break; - } - - // optional float det_fg_fraction = 56 [default = 0.25]; - case 56: { - if (tag == 453) { - parse_det_fg_fraction: - set_has_det_fg_fraction(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &det_fg_fraction_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(464)) goto parse_det_context_pad; - break; - } - - // optional uint32 det_context_pad = 58 [default = 0]; - case 58: { - if (tag == 464) { - parse_det_context_pad: - set_has_det_context_pad(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &det_context_pad_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(474)) goto parse_det_crop_mode; - break; - } - - // optional string det_crop_mode = 59 [default = "warp"]; - case 59: { - if (tag == 474) { - parse_det_crop_mode: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_det_crop_mode())); - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->det_crop_mode().data(), this->det_crop_mode().length(), - ::google::protobuf::internal::WireFormat::PARSE, - "caffe.V0LayerParameter.det_crop_mode"); - } else { - goto handle_unusual; - } - if (input->ExpectTag(480)) goto parse_new_num; - break; - } - - // optional int32 new_num = 60 [default = 0]; - case 60: { - if (tag == 480) { - parse_new_num: - set_has_new_num(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &new_num_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(488)) goto parse_new_channels; - break; - } - - // optional int32 new_channels = 61 [default = 0]; - case 61: { - if (tag == 488) { - parse_new_channels: - set_has_new_channels(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &new_channels_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(496)) goto parse_new_height; - break; - } - - // optional int32 new_height = 62 [default = 0]; - case 62: { - if (tag == 496) { - parse_new_height: - set_has_new_height(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &new_height_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(504)) goto parse_new_width; - break; - } - - // optional int32 new_width = 63 [default = 0]; - case 63: { - if (tag == 504) { - parse_new_width: - set_has_new_width(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &new_width_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(512)) goto parse_shuffle_images; - break; - } - - // optional bool shuffle_images = 64 [default = false]; - case 64: { - if (tag == 512) { - parse_shuffle_images: - set_has_shuffle_images(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &shuffle_images_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(520)) goto parse_concat_dim; - break; - } - - // optional uint32 concat_dim = 65 [default = 1]; - case 65: { - if (tag == 520) { - parse_concat_dim: - set_has_concat_dim(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::uint32, ::google::protobuf::internal::WireFormatLite::TYPE_UINT32>( - input, &concat_dim_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(8010)) goto parse_hdf5_output_param; - break; - } - - // optional .caffe.HDF5OutputParameter hdf5_output_param = 1001; - case 1001: { - if (tag == 8010) { - parse_hdf5_output_param: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_hdf5_output_param())); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.V0LayerParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.V0LayerParameter) - return false; -#undef DO_ -} - -void V0LayerParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.V0LayerParameter) - // optional string name = 1; - if (has_name()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->name().data(), this->name().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.V0LayerParameter.name"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 1, this->name(), output); - } - - // optional string type = 2; - if (has_type()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->type().data(), this->type().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.V0LayerParameter.type"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 2, this->type(), output); - } - - // optional uint32 num_output = 3; - if (has_num_output()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(3, this->num_output(), output); - } - - // optional bool biasterm = 4 [default = true]; - if (has_biasterm()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(4, this->biasterm(), output); - } - - // optional .caffe.FillerParameter weight_filler = 5; - if (has_weight_filler()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 5, *this->weight_filler_, output); - } - - // optional .caffe.FillerParameter bias_filler = 6; - if (has_bias_filler()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 6, *this->bias_filler_, output); - } - - // optional uint32 pad = 7 [default = 0]; - if (has_pad()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(7, this->pad(), output); - } - - // optional uint32 kernelsize = 8; - if (has_kernelsize()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(8, this->kernelsize(), output); - } - - // optional uint32 group = 9 [default = 1]; - if (has_group()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(9, this->group(), output); - } - - // optional uint32 stride = 10 [default = 1]; - if (has_stride()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(10, this->stride(), output); - } - - // optional .caffe.V0LayerParameter.PoolMethod pool = 11 [default = MAX]; - if (has_pool()) { - ::google::protobuf::internal::WireFormatLite::WriteEnum( - 11, this->pool(), output); - } - - // optional float dropout_ratio = 12 [default = 0.5]; - if (has_dropout_ratio()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(12, this->dropout_ratio(), output); - } - - // optional uint32 local_size = 13 [default = 5]; - if (has_local_size()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(13, this->local_size(), output); - } - - // optional float alpha = 14 [default = 1]; - if (has_alpha()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(14, this->alpha(), output); - } - - // optional float beta = 15 [default = 0.75]; - if (has_beta()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(15, this->beta(), output); - } - - // optional string source = 16; - if (has_source()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->source().data(), this->source().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.V0LayerParameter.source"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 16, this->source(), output); - } - - // optional float scale = 17 [default = 1]; - if (has_scale()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(17, this->scale(), output); - } - - // optional string meanfile = 18; - if (has_meanfile()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->meanfile().data(), this->meanfile().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.V0LayerParameter.meanfile"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 18, this->meanfile(), output); - } - - // optional uint32 batchsize = 19; - if (has_batchsize()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(19, this->batchsize(), output); - } - - // optional uint32 cropsize = 20 [default = 0]; - if (has_cropsize()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(20, this->cropsize(), output); - } - - // optional bool mirror = 21 [default = false]; - if (has_mirror()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(21, this->mirror(), output); - } - - // optional float k = 22 [default = 1]; - if (has_k()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(22, this->k(), output); - } - - // repeated .caffe.BlobProto blobs = 50; - for (unsigned int i = 0, n = this->blobs_size(); i < n; i++) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 50, this->blobs(i), output); - } - - // repeated float blobs_lr = 51; - for (int i = 0; i < this->blobs_lr_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteFloat( - 51, this->blobs_lr(i), output); - } - - // repeated float weight_decay = 52; - for (int i = 0; i < this->weight_decay_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteFloat( - 52, this->weight_decay(i), output); - } - - // optional uint32 rand_skip = 53 [default = 0]; - if (has_rand_skip()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(53, this->rand_skip(), output); - } - - // optional float det_fg_threshold = 54 [default = 0.5]; - if (has_det_fg_threshold()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(54, this->det_fg_threshold(), output); - } - - // optional float det_bg_threshold = 55 [default = 0.5]; - if (has_det_bg_threshold()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(55, this->det_bg_threshold(), output); - } - - // optional float det_fg_fraction = 56 [default = 0.25]; - if (has_det_fg_fraction()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(56, this->det_fg_fraction(), output); - } - - // optional uint32 det_context_pad = 58 [default = 0]; - if (has_det_context_pad()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(58, this->det_context_pad(), output); - } - - // optional string det_crop_mode = 59 [default = "warp"]; - if (has_det_crop_mode()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->det_crop_mode().data(), this->det_crop_mode().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.V0LayerParameter.det_crop_mode"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 59, this->det_crop_mode(), output); - } - - // optional int32 new_num = 60 [default = 0]; - if (has_new_num()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(60, this->new_num(), output); - } - - // optional int32 new_channels = 61 [default = 0]; - if (has_new_channels()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(61, this->new_channels(), output); - } - - // optional int32 new_height = 62 [default = 0]; - if (has_new_height()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(62, this->new_height(), output); - } - - // optional int32 new_width = 63 [default = 0]; - if (has_new_width()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(63, this->new_width(), output); - } - - // optional bool shuffle_images = 64 [default = false]; - if (has_shuffle_images()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(64, this->shuffle_images(), output); - } - - // optional uint32 concat_dim = 65 [default = 1]; - if (has_concat_dim()) { - ::google::protobuf::internal::WireFormatLite::WriteUInt32(65, this->concat_dim(), output); - } - - // optional .caffe.HDF5OutputParameter hdf5_output_param = 1001; - if (has_hdf5_output_param()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 1001, *this->hdf5_output_param_, output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.V0LayerParameter) -} - -::google::protobuf::uint8* V0LayerParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.V0LayerParameter) - // optional string name = 1; - if (has_name()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->name().data(), this->name().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.V0LayerParameter.name"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 1, this->name(), target); - } - - // optional string type = 2; - if (has_type()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->type().data(), this->type().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.V0LayerParameter.type"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 2, this->type(), target); - } - - // optional uint32 num_output = 3; - if (has_num_output()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(3, this->num_output(), target); - } - - // optional bool biasterm = 4 [default = true]; - if (has_biasterm()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(4, this->biasterm(), target); - } - - // optional .caffe.FillerParameter weight_filler = 5; - if (has_weight_filler()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 5, *this->weight_filler_, false, target); - } - - // optional .caffe.FillerParameter bias_filler = 6; - if (has_bias_filler()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 6, *this->bias_filler_, false, target); - } - - // optional uint32 pad = 7 [default = 0]; - if (has_pad()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(7, this->pad(), target); - } - - // optional uint32 kernelsize = 8; - if (has_kernelsize()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(8, this->kernelsize(), target); - } - - // optional uint32 group = 9 [default = 1]; - if (has_group()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(9, this->group(), target); - } - - // optional uint32 stride = 10 [default = 1]; - if (has_stride()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(10, this->stride(), target); - } - - // optional .caffe.V0LayerParameter.PoolMethod pool = 11 [default = MAX]; - if (has_pool()) { - target = ::google::protobuf::internal::WireFormatLite::WriteEnumToArray( - 11, this->pool(), target); - } - - // optional float dropout_ratio = 12 [default = 0.5]; - if (has_dropout_ratio()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(12, this->dropout_ratio(), target); - } - - // optional uint32 local_size = 13 [default = 5]; - if (has_local_size()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(13, this->local_size(), target); - } - - // optional float alpha = 14 [default = 1]; - if (has_alpha()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(14, this->alpha(), target); - } - - // optional float beta = 15 [default = 0.75]; - if (has_beta()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(15, this->beta(), target); - } - - // optional string source = 16; - if (has_source()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->source().data(), this->source().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.V0LayerParameter.source"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 16, this->source(), target); - } - - // optional float scale = 17 [default = 1]; - if (has_scale()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(17, this->scale(), target); - } - - // optional string meanfile = 18; - if (has_meanfile()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->meanfile().data(), this->meanfile().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.V0LayerParameter.meanfile"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 18, this->meanfile(), target); - } - - // optional uint32 batchsize = 19; - if (has_batchsize()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(19, this->batchsize(), target); - } - - // optional uint32 cropsize = 20 [default = 0]; - if (has_cropsize()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(20, this->cropsize(), target); - } - - // optional bool mirror = 21 [default = false]; - if (has_mirror()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(21, this->mirror(), target); - } - - // optional float k = 22 [default = 1]; - if (has_k()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(22, this->k(), target); - } - - // repeated .caffe.BlobProto blobs = 50; - for (unsigned int i = 0, n = this->blobs_size(); i < n; i++) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 50, this->blobs(i), false, target); - } - - // repeated float blobs_lr = 51; - for (int i = 0; i < this->blobs_lr_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite:: - WriteFloatToArray(51, this->blobs_lr(i), target); - } - - // repeated float weight_decay = 52; - for (int i = 0; i < this->weight_decay_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite:: - WriteFloatToArray(52, this->weight_decay(i), target); - } - - // optional uint32 rand_skip = 53 [default = 0]; - if (has_rand_skip()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(53, this->rand_skip(), target); - } - - // optional float det_fg_threshold = 54 [default = 0.5]; - if (has_det_fg_threshold()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(54, this->det_fg_threshold(), target); - } - - // optional float det_bg_threshold = 55 [default = 0.5]; - if (has_det_bg_threshold()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(55, this->det_bg_threshold(), target); - } - - // optional float det_fg_fraction = 56 [default = 0.25]; - if (has_det_fg_fraction()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(56, this->det_fg_fraction(), target); - } - - // optional uint32 det_context_pad = 58 [default = 0]; - if (has_det_context_pad()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(58, this->det_context_pad(), target); - } - - // optional string det_crop_mode = 59 [default = "warp"]; - if (has_det_crop_mode()) { - ::google::protobuf::internal::WireFormat::VerifyUTF8StringNamedField( - this->det_crop_mode().data(), this->det_crop_mode().length(), - ::google::protobuf::internal::WireFormat::SERIALIZE, - "caffe.V0LayerParameter.det_crop_mode"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 59, this->det_crop_mode(), target); - } - - // optional int32 new_num = 60 [default = 0]; - if (has_new_num()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(60, this->new_num(), target); - } - - // optional int32 new_channels = 61 [default = 0]; - if (has_new_channels()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(61, this->new_channels(), target); - } - - // optional int32 new_height = 62 [default = 0]; - if (has_new_height()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(62, this->new_height(), target); - } - - // optional int32 new_width = 63 [default = 0]; - if (has_new_width()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(63, this->new_width(), target); - } - - // optional bool shuffle_images = 64 [default = false]; - if (has_shuffle_images()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(64, this->shuffle_images(), target); - } - - // optional uint32 concat_dim = 65 [default = 1]; - if (has_concat_dim()) { - target = ::google::protobuf::internal::WireFormatLite::WriteUInt32ToArray(65, this->concat_dim(), target); - } - - // optional .caffe.HDF5OutputParameter hdf5_output_param = 1001; - if (has_hdf5_output_param()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 1001, *this->hdf5_output_param_, false, target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.V0LayerParameter) - return target; -} - -size_t V0LayerParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.V0LayerParameter) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 255u) { - // optional string name = 1; - if (has_name()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->name()); - } - - // optional string type = 2; - if (has_type()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->type()); - } - - // optional uint32 num_output = 3; - if (has_num_output()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->num_output()); - } - - // optional bool biasterm = 4 [default = true]; - if (has_biasterm()) { - total_size += 1 + 1; - } - - // optional .caffe.FillerParameter weight_filler = 5; - if (has_weight_filler()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->weight_filler_); - } - - // optional .caffe.FillerParameter bias_filler = 6; - if (has_bias_filler()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->bias_filler_); - } - - // optional uint32 pad = 7 [default = 0]; - if (has_pad()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->pad()); - } - - // optional uint32 kernelsize = 8; - if (has_kernelsize()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->kernelsize()); - } - - } - if (_has_bits_[8 / 32] & 65280u) { - // optional uint32 group = 9 [default = 1]; - if (has_group()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->group()); - } - - // optional uint32 stride = 10 [default = 1]; - if (has_stride()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->stride()); - } - - // optional .caffe.V0LayerParameter.PoolMethod pool = 11 [default = MAX]; - if (has_pool()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::EnumSize(this->pool()); - } - - // optional float dropout_ratio = 12 [default = 0.5]; - if (has_dropout_ratio()) { - total_size += 1 + 4; - } - - // optional uint32 local_size = 13 [default = 5]; - if (has_local_size()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->local_size()); - } - - // optional float alpha = 14 [default = 1]; - if (has_alpha()) { - total_size += 1 + 4; - } - - // optional float beta = 15 [default = 0.75]; - if (has_beta()) { - total_size += 1 + 4; - } - - // optional float k = 22 [default = 1]; - if (has_k()) { - total_size += 2 + 4; - } - - } - if (_has_bits_[16 / 32] & 4128768u) { - // optional string source = 16; - if (has_source()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->source()); - } - - // optional float scale = 17 [default = 1]; - if (has_scale()) { - total_size += 2 + 4; - } - - // optional string meanfile = 18; - if (has_meanfile()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->meanfile()); - } - - // optional uint32 batchsize = 19; - if (has_batchsize()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->batchsize()); - } - - // optional uint32 cropsize = 20 [default = 0]; - if (has_cropsize()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->cropsize()); - } - - // optional bool mirror = 21 [default = false]; - if (has_mirror()) { - total_size += 2 + 1; - } - - } - if (_has_bits_[25 / 32] & 4261412864u) { - // optional uint32 rand_skip = 53 [default = 0]; - if (has_rand_skip()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->rand_skip()); - } - - // optional float det_fg_threshold = 54 [default = 0.5]; - if (has_det_fg_threshold()) { - total_size += 2 + 4; - } - - // optional float det_bg_threshold = 55 [default = 0.5]; - if (has_det_bg_threshold()) { - total_size += 2 + 4; - } - - // optional float det_fg_fraction = 56 [default = 0.25]; - if (has_det_fg_fraction()) { - total_size += 2 + 4; - } - - // optional uint32 det_context_pad = 58 [default = 0]; - if (has_det_context_pad()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->det_context_pad()); - } - - // optional string det_crop_mode = 59 [default = "warp"]; - if (has_det_crop_mode()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->det_crop_mode()); - } - - // optional int32 new_num = 60 [default = 0]; - if (has_new_num()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->new_num()); - } - - } - if (_has_bits_[32 / 32] & 63u) { - // optional int32 new_channels = 61 [default = 0]; - if (has_new_channels()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->new_channels()); - } - - // optional int32 new_height = 62 [default = 0]; - if (has_new_height()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->new_height()); - } - - // optional int32 new_width = 63 [default = 0]; - if (has_new_width()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->new_width()); - } - - // optional bool shuffle_images = 64 [default = false]; - if (has_shuffle_images()) { - total_size += 2 + 1; - } - - // optional uint32 concat_dim = 65 [default = 1]; - if (has_concat_dim()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::UInt32Size( - this->concat_dim()); - } - - // optional .caffe.HDF5OutputParameter hdf5_output_param = 1001; - if (has_hdf5_output_param()) { - total_size += 2 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->hdf5_output_param_); - } - - } - // repeated .caffe.BlobProto blobs = 50; - { - unsigned int count = this->blobs_size(); - total_size += 2UL * count; - for (unsigned int i = 0; i < count; i++) { - total_size += - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - this->blobs(i)); - } - } - - // repeated float blobs_lr = 51; - { - size_t data_size = 0; - unsigned int count = this->blobs_lr_size(); - data_size = 4UL * count; - total_size += 2 * - ::google::protobuf::internal::FromIntSize(this->blobs_lr_size()); - total_size += data_size; - } - - // repeated float weight_decay = 52; - { - size_t data_size = 0; - unsigned int count = this->weight_decay_size(); - data_size = 4UL * count; - total_size += 2 * - ::google::protobuf::internal::FromIntSize(this->weight_decay_size()); - total_size += data_size; - } - - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void V0LayerParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.V0LayerParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const V0LayerParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.V0LayerParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.V0LayerParameter) - UnsafeMergeFrom(*source); - } -} - -void V0LayerParameter::MergeFrom(const V0LayerParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.V0LayerParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void V0LayerParameter::UnsafeMergeFrom(const V0LayerParameter& from) { - GOOGLE_DCHECK(&from != this); - blobs_.MergeFrom(from.blobs_); - blobs_lr_.UnsafeMergeFrom(from.blobs_lr_); - weight_decay_.UnsafeMergeFrom(from.weight_decay_); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_name()) { - set_has_name(); - name_.AssignWithDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), from.name_); - } - if (from.has_type()) { - set_has_type(); - type_.AssignWithDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), from.type_); - } - if (from.has_num_output()) { - set_num_output(from.num_output()); - } - if (from.has_biasterm()) { - set_biasterm(from.biasterm()); - } - if (from.has_weight_filler()) { - mutable_weight_filler()->::caffe::FillerParameter::MergeFrom(from.weight_filler()); - } - if (from.has_bias_filler()) { - mutable_bias_filler()->::caffe::FillerParameter::MergeFrom(from.bias_filler()); - } - if (from.has_pad()) { - set_pad(from.pad()); - } - if (from.has_kernelsize()) { - set_kernelsize(from.kernelsize()); - } - } - if (from._has_bits_[8 / 32] & (0xffu << (8 % 32))) { - if (from.has_group()) { - set_group(from.group()); - } - if (from.has_stride()) { - set_stride(from.stride()); - } - if (from.has_pool()) { - set_pool(from.pool()); - } - if (from.has_dropout_ratio()) { - set_dropout_ratio(from.dropout_ratio()); - } - if (from.has_local_size()) { - set_local_size(from.local_size()); - } - if (from.has_alpha()) { - set_alpha(from.alpha()); - } - if (from.has_beta()) { - set_beta(from.beta()); - } - if (from.has_k()) { - set_k(from.k()); - } - } - if (from._has_bits_[16 / 32] & (0xffu << (16 % 32))) { - if (from.has_source()) { - set_has_source(); - source_.AssignWithDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), from.source_); - } - if (from.has_scale()) { - set_scale(from.scale()); - } - if (from.has_meanfile()) { - set_has_meanfile(); - meanfile_.AssignWithDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), from.meanfile_); - } - if (from.has_batchsize()) { - set_batchsize(from.batchsize()); - } - if (from.has_cropsize()) { - set_cropsize(from.cropsize()); - } - if (from.has_mirror()) { - set_mirror(from.mirror()); - } - } - if (from._has_bits_[25 / 32] & (0xffu << (25 % 32))) { - if (from.has_rand_skip()) { - set_rand_skip(from.rand_skip()); - } - if (from.has_det_fg_threshold()) { - set_det_fg_threshold(from.det_fg_threshold()); - } - if (from.has_det_bg_threshold()) { - set_det_bg_threshold(from.det_bg_threshold()); - } - if (from.has_det_fg_fraction()) { - set_det_fg_fraction(from.det_fg_fraction()); - } - if (from.has_det_context_pad()) { - set_det_context_pad(from.det_context_pad()); - } - if (from.has_det_crop_mode()) { - set_has_det_crop_mode(); - det_crop_mode_.AssignWithDefault(_default_det_crop_mode_, from.det_crop_mode_); - } - if (from.has_new_num()) { - set_new_num(from.new_num()); - } - } - if (from._has_bits_[32 / 32] & (0xffu << (32 % 32))) { - if (from.has_new_channels()) { - set_new_channels(from.new_channels()); - } - if (from.has_new_height()) { - set_new_height(from.new_height()); - } - if (from.has_new_width()) { - set_new_width(from.new_width()); - } - if (from.has_shuffle_images()) { - set_shuffle_images(from.shuffle_images()); - } - if (from.has_concat_dim()) { - set_concat_dim(from.concat_dim()); - } - if (from.has_hdf5_output_param()) { - mutable_hdf5_output_param()->::caffe::HDF5OutputParameter::MergeFrom(from.hdf5_output_param()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void V0LayerParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.V0LayerParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void V0LayerParameter::CopyFrom(const V0LayerParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.V0LayerParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool V0LayerParameter::IsInitialized() const { - - return true; -} - -void V0LayerParameter::Swap(V0LayerParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void V0LayerParameter::InternalSwap(V0LayerParameter* other) { - name_.Swap(&other->name_); - type_.Swap(&other->type_); - std::swap(num_output_, other->num_output_); - std::swap(biasterm_, other->biasterm_); - std::swap(weight_filler_, other->weight_filler_); - std::swap(bias_filler_, other->bias_filler_); - std::swap(pad_, other->pad_); - std::swap(kernelsize_, other->kernelsize_); - std::swap(group_, other->group_); - std::swap(stride_, other->stride_); - std::swap(pool_, other->pool_); - std::swap(dropout_ratio_, other->dropout_ratio_); - std::swap(local_size_, other->local_size_); - std::swap(alpha_, other->alpha_); - std::swap(beta_, other->beta_); - std::swap(k_, other->k_); - source_.Swap(&other->source_); - std::swap(scale_, other->scale_); - meanfile_.Swap(&other->meanfile_); - std::swap(batchsize_, other->batchsize_); - std::swap(cropsize_, other->cropsize_); - std::swap(mirror_, other->mirror_); - blobs_.UnsafeArenaSwap(&other->blobs_); - blobs_lr_.UnsafeArenaSwap(&other->blobs_lr_); - weight_decay_.UnsafeArenaSwap(&other->weight_decay_); - std::swap(rand_skip_, other->rand_skip_); - std::swap(det_fg_threshold_, other->det_fg_threshold_); - std::swap(det_bg_threshold_, other->det_bg_threshold_); - std::swap(det_fg_fraction_, other->det_fg_fraction_); - std::swap(det_context_pad_, other->det_context_pad_); - det_crop_mode_.Swap(&other->det_crop_mode_); - std::swap(new_num_, other->new_num_); - std::swap(new_channels_, other->new_channels_); - std::swap(new_height_, other->new_height_); - std::swap(new_width_, other->new_width_); - std::swap(shuffle_images_, other->shuffle_images_); - std::swap(concat_dim_, other->concat_dim_); - std::swap(hdf5_output_param_, other->hdf5_output_param_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - std::swap(_has_bits_[1], other->_has_bits_[1]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata V0LayerParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = V0LayerParameter_descriptor_; - metadata.reflection = V0LayerParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// V0LayerParameter - -// optional string name = 1; -bool V0LayerParameter::has_name() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void V0LayerParameter::set_has_name() { - _has_bits_[0] |= 0x00000001u; -} -void V0LayerParameter::clear_has_name() { - _has_bits_[0] &= ~0x00000001u; -} -void V0LayerParameter::clear_name() { - name_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_name(); -} -const ::std::string& V0LayerParameter::name() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.name) - return name_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void V0LayerParameter::set_name(const ::std::string& value) { - set_has_name(); - name_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.name) -} -void V0LayerParameter::set_name(const char* value) { - set_has_name(); - name_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.V0LayerParameter.name) -} -void V0LayerParameter::set_name(const char* value, size_t size) { - set_has_name(); - name_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.V0LayerParameter.name) -} -::std::string* V0LayerParameter::mutable_name() { - set_has_name(); - // @@protoc_insertion_point(field_mutable:caffe.V0LayerParameter.name) - return name_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -::std::string* V0LayerParameter::release_name() { - // @@protoc_insertion_point(field_release:caffe.V0LayerParameter.name) - clear_has_name(); - return name_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void V0LayerParameter::set_allocated_name(::std::string* name) { - if (name != NULL) { - set_has_name(); - } else { - clear_has_name(); - } - name_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), name); - // @@protoc_insertion_point(field_set_allocated:caffe.V0LayerParameter.name) -} - -// optional string type = 2; -bool V0LayerParameter::has_type() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void V0LayerParameter::set_has_type() { - _has_bits_[0] |= 0x00000002u; -} -void V0LayerParameter::clear_has_type() { - _has_bits_[0] &= ~0x00000002u; -} -void V0LayerParameter::clear_type() { - type_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_type(); -} -const ::std::string& V0LayerParameter::type() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.type) - return type_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void V0LayerParameter::set_type(const ::std::string& value) { - set_has_type(); - type_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.type) -} -void V0LayerParameter::set_type(const char* value) { - set_has_type(); - type_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.V0LayerParameter.type) -} -void V0LayerParameter::set_type(const char* value, size_t size) { - set_has_type(); - type_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.V0LayerParameter.type) -} -::std::string* V0LayerParameter::mutable_type() { - set_has_type(); - // @@protoc_insertion_point(field_mutable:caffe.V0LayerParameter.type) - return type_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -::std::string* V0LayerParameter::release_type() { - // @@protoc_insertion_point(field_release:caffe.V0LayerParameter.type) - clear_has_type(); - return type_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void V0LayerParameter::set_allocated_type(::std::string* type) { - if (type != NULL) { - set_has_type(); - } else { - clear_has_type(); - } - type_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), type); - // @@protoc_insertion_point(field_set_allocated:caffe.V0LayerParameter.type) -} - -// optional uint32 num_output = 3; -bool V0LayerParameter::has_num_output() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -void V0LayerParameter::set_has_num_output() { - _has_bits_[0] |= 0x00000004u; -} -void V0LayerParameter::clear_has_num_output() { - _has_bits_[0] &= ~0x00000004u; -} -void V0LayerParameter::clear_num_output() { - num_output_ = 0u; - clear_has_num_output(); -} -::google::protobuf::uint32 V0LayerParameter::num_output() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.num_output) - return num_output_; -} -void V0LayerParameter::set_num_output(::google::protobuf::uint32 value) { - set_has_num_output(); - num_output_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.num_output) -} - -// optional bool biasterm = 4 [default = true]; -bool V0LayerParameter::has_biasterm() const { - return (_has_bits_[0] & 0x00000008u) != 0; -} -void V0LayerParameter::set_has_biasterm() { - _has_bits_[0] |= 0x00000008u; -} -void V0LayerParameter::clear_has_biasterm() { - _has_bits_[0] &= ~0x00000008u; -} -void V0LayerParameter::clear_biasterm() { - biasterm_ = true; - clear_has_biasterm(); -} -bool V0LayerParameter::biasterm() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.biasterm) - return biasterm_; -} -void V0LayerParameter::set_biasterm(bool value) { - set_has_biasterm(); - biasterm_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.biasterm) -} - -// optional .caffe.FillerParameter weight_filler = 5; -bool V0LayerParameter::has_weight_filler() const { - return (_has_bits_[0] & 0x00000010u) != 0; -} -void V0LayerParameter::set_has_weight_filler() { - _has_bits_[0] |= 0x00000010u; -} -void V0LayerParameter::clear_has_weight_filler() { - _has_bits_[0] &= ~0x00000010u; -} -void V0LayerParameter::clear_weight_filler() { - if (weight_filler_ != NULL) weight_filler_->::caffe::FillerParameter::Clear(); - clear_has_weight_filler(); -} -const ::caffe::FillerParameter& V0LayerParameter::weight_filler() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.weight_filler) - return weight_filler_ != NULL ? *weight_filler_ - : *::caffe::FillerParameter::internal_default_instance(); -} -::caffe::FillerParameter* V0LayerParameter::mutable_weight_filler() { - set_has_weight_filler(); - if (weight_filler_ == NULL) { - weight_filler_ = new ::caffe::FillerParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V0LayerParameter.weight_filler) - return weight_filler_; -} -::caffe::FillerParameter* V0LayerParameter::release_weight_filler() { - // @@protoc_insertion_point(field_release:caffe.V0LayerParameter.weight_filler) - clear_has_weight_filler(); - ::caffe::FillerParameter* temp = weight_filler_; - weight_filler_ = NULL; - return temp; -} -void V0LayerParameter::set_allocated_weight_filler(::caffe::FillerParameter* weight_filler) { - delete weight_filler_; - weight_filler_ = weight_filler; - if (weight_filler) { - set_has_weight_filler(); - } else { - clear_has_weight_filler(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V0LayerParameter.weight_filler) -} - -// optional .caffe.FillerParameter bias_filler = 6; -bool V0LayerParameter::has_bias_filler() const { - return (_has_bits_[0] & 0x00000020u) != 0; -} -void V0LayerParameter::set_has_bias_filler() { - _has_bits_[0] |= 0x00000020u; -} -void V0LayerParameter::clear_has_bias_filler() { - _has_bits_[0] &= ~0x00000020u; -} -void V0LayerParameter::clear_bias_filler() { - if (bias_filler_ != NULL) bias_filler_->::caffe::FillerParameter::Clear(); - clear_has_bias_filler(); -} -const ::caffe::FillerParameter& V0LayerParameter::bias_filler() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.bias_filler) - return bias_filler_ != NULL ? *bias_filler_ - : *::caffe::FillerParameter::internal_default_instance(); -} -::caffe::FillerParameter* V0LayerParameter::mutable_bias_filler() { - set_has_bias_filler(); - if (bias_filler_ == NULL) { - bias_filler_ = new ::caffe::FillerParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V0LayerParameter.bias_filler) - return bias_filler_; -} -::caffe::FillerParameter* V0LayerParameter::release_bias_filler() { - // @@protoc_insertion_point(field_release:caffe.V0LayerParameter.bias_filler) - clear_has_bias_filler(); - ::caffe::FillerParameter* temp = bias_filler_; - bias_filler_ = NULL; - return temp; -} -void V0LayerParameter::set_allocated_bias_filler(::caffe::FillerParameter* bias_filler) { - delete bias_filler_; - bias_filler_ = bias_filler; - if (bias_filler) { - set_has_bias_filler(); - } else { - clear_has_bias_filler(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V0LayerParameter.bias_filler) -} - -// optional uint32 pad = 7 [default = 0]; -bool V0LayerParameter::has_pad() const { - return (_has_bits_[0] & 0x00000040u) != 0; -} -void V0LayerParameter::set_has_pad() { - _has_bits_[0] |= 0x00000040u; -} -void V0LayerParameter::clear_has_pad() { - _has_bits_[0] &= ~0x00000040u; -} -void V0LayerParameter::clear_pad() { - pad_ = 0u; - clear_has_pad(); -} -::google::protobuf::uint32 V0LayerParameter::pad() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.pad) - return pad_; -} -void V0LayerParameter::set_pad(::google::protobuf::uint32 value) { - set_has_pad(); - pad_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.pad) -} - -// optional uint32 kernelsize = 8; -bool V0LayerParameter::has_kernelsize() const { - return (_has_bits_[0] & 0x00000080u) != 0; -} -void V0LayerParameter::set_has_kernelsize() { - _has_bits_[0] |= 0x00000080u; -} -void V0LayerParameter::clear_has_kernelsize() { - _has_bits_[0] &= ~0x00000080u; -} -void V0LayerParameter::clear_kernelsize() { - kernelsize_ = 0u; - clear_has_kernelsize(); -} -::google::protobuf::uint32 V0LayerParameter::kernelsize() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.kernelsize) - return kernelsize_; -} -void V0LayerParameter::set_kernelsize(::google::protobuf::uint32 value) { - set_has_kernelsize(); - kernelsize_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.kernelsize) -} - -// optional uint32 group = 9 [default = 1]; -bool V0LayerParameter::has_group() const { - return (_has_bits_[0] & 0x00000100u) != 0; -} -void V0LayerParameter::set_has_group() { - _has_bits_[0] |= 0x00000100u; -} -void V0LayerParameter::clear_has_group() { - _has_bits_[0] &= ~0x00000100u; -} -void V0LayerParameter::clear_group() { - group_ = 1u; - clear_has_group(); -} -::google::protobuf::uint32 V0LayerParameter::group() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.group) - return group_; -} -void V0LayerParameter::set_group(::google::protobuf::uint32 value) { - set_has_group(); - group_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.group) -} - -// optional uint32 stride = 10 [default = 1]; -bool V0LayerParameter::has_stride() const { - return (_has_bits_[0] & 0x00000200u) != 0; -} -void V0LayerParameter::set_has_stride() { - _has_bits_[0] |= 0x00000200u; -} -void V0LayerParameter::clear_has_stride() { - _has_bits_[0] &= ~0x00000200u; -} -void V0LayerParameter::clear_stride() { - stride_ = 1u; - clear_has_stride(); -} -::google::protobuf::uint32 V0LayerParameter::stride() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.stride) - return stride_; -} -void V0LayerParameter::set_stride(::google::protobuf::uint32 value) { - set_has_stride(); - stride_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.stride) -} - -// optional .caffe.V0LayerParameter.PoolMethod pool = 11 [default = MAX]; -bool V0LayerParameter::has_pool() const { - return (_has_bits_[0] & 0x00000400u) != 0; -} -void V0LayerParameter::set_has_pool() { - _has_bits_[0] |= 0x00000400u; -} -void V0LayerParameter::clear_has_pool() { - _has_bits_[0] &= ~0x00000400u; -} -void V0LayerParameter::clear_pool() { - pool_ = 0; - clear_has_pool(); -} -::caffe::V0LayerParameter_PoolMethod V0LayerParameter::pool() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.pool) - return static_cast< ::caffe::V0LayerParameter_PoolMethod >(pool_); -} -void V0LayerParameter::set_pool(::caffe::V0LayerParameter_PoolMethod value) { - assert(::caffe::V0LayerParameter_PoolMethod_IsValid(value)); - set_has_pool(); - pool_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.pool) -} - -// optional float dropout_ratio = 12 [default = 0.5]; -bool V0LayerParameter::has_dropout_ratio() const { - return (_has_bits_[0] & 0x00000800u) != 0; -} -void V0LayerParameter::set_has_dropout_ratio() { - _has_bits_[0] |= 0x00000800u; -} -void V0LayerParameter::clear_has_dropout_ratio() { - _has_bits_[0] &= ~0x00000800u; -} -void V0LayerParameter::clear_dropout_ratio() { - dropout_ratio_ = 0.5f; - clear_has_dropout_ratio(); -} -float V0LayerParameter::dropout_ratio() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.dropout_ratio) - return dropout_ratio_; -} -void V0LayerParameter::set_dropout_ratio(float value) { - set_has_dropout_ratio(); - dropout_ratio_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.dropout_ratio) -} - -// optional uint32 local_size = 13 [default = 5]; -bool V0LayerParameter::has_local_size() const { - return (_has_bits_[0] & 0x00001000u) != 0; -} -void V0LayerParameter::set_has_local_size() { - _has_bits_[0] |= 0x00001000u; -} -void V0LayerParameter::clear_has_local_size() { - _has_bits_[0] &= ~0x00001000u; -} -void V0LayerParameter::clear_local_size() { - local_size_ = 5u; - clear_has_local_size(); -} -::google::protobuf::uint32 V0LayerParameter::local_size() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.local_size) - return local_size_; -} -void V0LayerParameter::set_local_size(::google::protobuf::uint32 value) { - set_has_local_size(); - local_size_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.local_size) -} - -// optional float alpha = 14 [default = 1]; -bool V0LayerParameter::has_alpha() const { - return (_has_bits_[0] & 0x00002000u) != 0; -} -void V0LayerParameter::set_has_alpha() { - _has_bits_[0] |= 0x00002000u; -} -void V0LayerParameter::clear_has_alpha() { - _has_bits_[0] &= ~0x00002000u; -} -void V0LayerParameter::clear_alpha() { - alpha_ = 1; - clear_has_alpha(); -} -float V0LayerParameter::alpha() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.alpha) - return alpha_; -} -void V0LayerParameter::set_alpha(float value) { - set_has_alpha(); - alpha_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.alpha) -} - -// optional float beta = 15 [default = 0.75]; -bool V0LayerParameter::has_beta() const { - return (_has_bits_[0] & 0x00004000u) != 0; -} -void V0LayerParameter::set_has_beta() { - _has_bits_[0] |= 0x00004000u; -} -void V0LayerParameter::clear_has_beta() { - _has_bits_[0] &= ~0x00004000u; -} -void V0LayerParameter::clear_beta() { - beta_ = 0.75f; - clear_has_beta(); -} -float V0LayerParameter::beta() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.beta) - return beta_; -} -void V0LayerParameter::set_beta(float value) { - set_has_beta(); - beta_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.beta) -} - -// optional float k = 22 [default = 1]; -bool V0LayerParameter::has_k() const { - return (_has_bits_[0] & 0x00008000u) != 0; -} -void V0LayerParameter::set_has_k() { - _has_bits_[0] |= 0x00008000u; -} -void V0LayerParameter::clear_has_k() { - _has_bits_[0] &= ~0x00008000u; -} -void V0LayerParameter::clear_k() { - k_ = 1; - clear_has_k(); -} -float V0LayerParameter::k() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.k) - return k_; -} -void V0LayerParameter::set_k(float value) { - set_has_k(); - k_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.k) -} - -// optional string source = 16; -bool V0LayerParameter::has_source() const { - return (_has_bits_[0] & 0x00010000u) != 0; -} -void V0LayerParameter::set_has_source() { - _has_bits_[0] |= 0x00010000u; -} -void V0LayerParameter::clear_has_source() { - _has_bits_[0] &= ~0x00010000u; -} -void V0LayerParameter::clear_source() { - source_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_source(); -} -const ::std::string& V0LayerParameter::source() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.source) - return source_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void V0LayerParameter::set_source(const ::std::string& value) { - set_has_source(); - source_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.source) -} -void V0LayerParameter::set_source(const char* value) { - set_has_source(); - source_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.V0LayerParameter.source) -} -void V0LayerParameter::set_source(const char* value, size_t size) { - set_has_source(); - source_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.V0LayerParameter.source) -} -::std::string* V0LayerParameter::mutable_source() { - set_has_source(); - // @@protoc_insertion_point(field_mutable:caffe.V0LayerParameter.source) - return source_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -::std::string* V0LayerParameter::release_source() { - // @@protoc_insertion_point(field_release:caffe.V0LayerParameter.source) - clear_has_source(); - return source_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void V0LayerParameter::set_allocated_source(::std::string* source) { - if (source != NULL) { - set_has_source(); - } else { - clear_has_source(); - } - source_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), source); - // @@protoc_insertion_point(field_set_allocated:caffe.V0LayerParameter.source) -} - -// optional float scale = 17 [default = 1]; -bool V0LayerParameter::has_scale() const { - return (_has_bits_[0] & 0x00020000u) != 0; -} -void V0LayerParameter::set_has_scale() { - _has_bits_[0] |= 0x00020000u; -} -void V0LayerParameter::clear_has_scale() { - _has_bits_[0] &= ~0x00020000u; -} -void V0LayerParameter::clear_scale() { - scale_ = 1; - clear_has_scale(); -} -float V0LayerParameter::scale() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.scale) - return scale_; -} -void V0LayerParameter::set_scale(float value) { - set_has_scale(); - scale_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.scale) -} - -// optional string meanfile = 18; -bool V0LayerParameter::has_meanfile() const { - return (_has_bits_[0] & 0x00040000u) != 0; -} -void V0LayerParameter::set_has_meanfile() { - _has_bits_[0] |= 0x00040000u; -} -void V0LayerParameter::clear_has_meanfile() { - _has_bits_[0] &= ~0x00040000u; -} -void V0LayerParameter::clear_meanfile() { - meanfile_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_meanfile(); -} -const ::std::string& V0LayerParameter::meanfile() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.meanfile) - return meanfile_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void V0LayerParameter::set_meanfile(const ::std::string& value) { - set_has_meanfile(); - meanfile_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.meanfile) -} -void V0LayerParameter::set_meanfile(const char* value) { - set_has_meanfile(); - meanfile_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.V0LayerParameter.meanfile) -} -void V0LayerParameter::set_meanfile(const char* value, size_t size) { - set_has_meanfile(); - meanfile_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.V0LayerParameter.meanfile) -} -::std::string* V0LayerParameter::mutable_meanfile() { - set_has_meanfile(); - // @@protoc_insertion_point(field_mutable:caffe.V0LayerParameter.meanfile) - return meanfile_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -::std::string* V0LayerParameter::release_meanfile() { - // @@protoc_insertion_point(field_release:caffe.V0LayerParameter.meanfile) - clear_has_meanfile(); - return meanfile_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void V0LayerParameter::set_allocated_meanfile(::std::string* meanfile) { - if (meanfile != NULL) { - set_has_meanfile(); - } else { - clear_has_meanfile(); - } - meanfile_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), meanfile); - // @@protoc_insertion_point(field_set_allocated:caffe.V0LayerParameter.meanfile) -} - -// optional uint32 batchsize = 19; -bool V0LayerParameter::has_batchsize() const { - return (_has_bits_[0] & 0x00080000u) != 0; -} -void V0LayerParameter::set_has_batchsize() { - _has_bits_[0] |= 0x00080000u; -} -void V0LayerParameter::clear_has_batchsize() { - _has_bits_[0] &= ~0x00080000u; -} -void V0LayerParameter::clear_batchsize() { - batchsize_ = 0u; - clear_has_batchsize(); -} -::google::protobuf::uint32 V0LayerParameter::batchsize() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.batchsize) - return batchsize_; -} -void V0LayerParameter::set_batchsize(::google::protobuf::uint32 value) { - set_has_batchsize(); - batchsize_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.batchsize) -} - -// optional uint32 cropsize = 20 [default = 0]; -bool V0LayerParameter::has_cropsize() const { - return (_has_bits_[0] & 0x00100000u) != 0; -} -void V0LayerParameter::set_has_cropsize() { - _has_bits_[0] |= 0x00100000u; -} -void V0LayerParameter::clear_has_cropsize() { - _has_bits_[0] &= ~0x00100000u; -} -void V0LayerParameter::clear_cropsize() { - cropsize_ = 0u; - clear_has_cropsize(); -} -::google::protobuf::uint32 V0LayerParameter::cropsize() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.cropsize) - return cropsize_; -} -void V0LayerParameter::set_cropsize(::google::protobuf::uint32 value) { - set_has_cropsize(); - cropsize_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.cropsize) -} - -// optional bool mirror = 21 [default = false]; -bool V0LayerParameter::has_mirror() const { - return (_has_bits_[0] & 0x00200000u) != 0; -} -void V0LayerParameter::set_has_mirror() { - _has_bits_[0] |= 0x00200000u; -} -void V0LayerParameter::clear_has_mirror() { - _has_bits_[0] &= ~0x00200000u; -} -void V0LayerParameter::clear_mirror() { - mirror_ = false; - clear_has_mirror(); -} -bool V0LayerParameter::mirror() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.mirror) - return mirror_; -} -void V0LayerParameter::set_mirror(bool value) { - set_has_mirror(); - mirror_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.mirror) -} - -// repeated .caffe.BlobProto blobs = 50; -int V0LayerParameter::blobs_size() const { - return blobs_.size(); -} -void V0LayerParameter::clear_blobs() { - blobs_.Clear(); -} -const ::caffe::BlobProto& V0LayerParameter::blobs(int index) const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.blobs) - return blobs_.Get(index); -} -::caffe::BlobProto* V0LayerParameter::mutable_blobs(int index) { - // @@protoc_insertion_point(field_mutable:caffe.V0LayerParameter.blobs) - return blobs_.Mutable(index); -} -::caffe::BlobProto* V0LayerParameter::add_blobs() { - // @@protoc_insertion_point(field_add:caffe.V0LayerParameter.blobs) - return blobs_.Add(); -} -::google::protobuf::RepeatedPtrField< ::caffe::BlobProto >* -V0LayerParameter::mutable_blobs() { - // @@protoc_insertion_point(field_mutable_list:caffe.V0LayerParameter.blobs) - return &blobs_; -} -const ::google::protobuf::RepeatedPtrField< ::caffe::BlobProto >& -V0LayerParameter::blobs() const { - // @@protoc_insertion_point(field_list:caffe.V0LayerParameter.blobs) - return blobs_; -} - -// repeated float blobs_lr = 51; -int V0LayerParameter::blobs_lr_size() const { - return blobs_lr_.size(); -} -void V0LayerParameter::clear_blobs_lr() { - blobs_lr_.Clear(); -} -float V0LayerParameter::blobs_lr(int index) const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.blobs_lr) - return blobs_lr_.Get(index); -} -void V0LayerParameter::set_blobs_lr(int index, float value) { - blobs_lr_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.blobs_lr) -} -void V0LayerParameter::add_blobs_lr(float value) { - blobs_lr_.Add(value); - // @@protoc_insertion_point(field_add:caffe.V0LayerParameter.blobs_lr) -} -const ::google::protobuf::RepeatedField< float >& -V0LayerParameter::blobs_lr() const { - // @@protoc_insertion_point(field_list:caffe.V0LayerParameter.blobs_lr) - return blobs_lr_; -} -::google::protobuf::RepeatedField< float >* -V0LayerParameter::mutable_blobs_lr() { - // @@protoc_insertion_point(field_mutable_list:caffe.V0LayerParameter.blobs_lr) - return &blobs_lr_; -} - -// repeated float weight_decay = 52; -int V0LayerParameter::weight_decay_size() const { - return weight_decay_.size(); -} -void V0LayerParameter::clear_weight_decay() { - weight_decay_.Clear(); -} -float V0LayerParameter::weight_decay(int index) const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.weight_decay) - return weight_decay_.Get(index); -} -void V0LayerParameter::set_weight_decay(int index, float value) { - weight_decay_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.weight_decay) -} -void V0LayerParameter::add_weight_decay(float value) { - weight_decay_.Add(value); - // @@protoc_insertion_point(field_add:caffe.V0LayerParameter.weight_decay) -} -const ::google::protobuf::RepeatedField< float >& -V0LayerParameter::weight_decay() const { - // @@protoc_insertion_point(field_list:caffe.V0LayerParameter.weight_decay) - return weight_decay_; -} -::google::protobuf::RepeatedField< float >* -V0LayerParameter::mutable_weight_decay() { - // @@protoc_insertion_point(field_mutable_list:caffe.V0LayerParameter.weight_decay) - return &weight_decay_; -} - -// optional uint32 rand_skip = 53 [default = 0]; -bool V0LayerParameter::has_rand_skip() const { - return (_has_bits_[0] & 0x02000000u) != 0; -} -void V0LayerParameter::set_has_rand_skip() { - _has_bits_[0] |= 0x02000000u; -} -void V0LayerParameter::clear_has_rand_skip() { - _has_bits_[0] &= ~0x02000000u; -} -void V0LayerParameter::clear_rand_skip() { - rand_skip_ = 0u; - clear_has_rand_skip(); -} -::google::protobuf::uint32 V0LayerParameter::rand_skip() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.rand_skip) - return rand_skip_; -} -void V0LayerParameter::set_rand_skip(::google::protobuf::uint32 value) { - set_has_rand_skip(); - rand_skip_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.rand_skip) -} - -// optional float det_fg_threshold = 54 [default = 0.5]; -bool V0LayerParameter::has_det_fg_threshold() const { - return (_has_bits_[0] & 0x04000000u) != 0; -} -void V0LayerParameter::set_has_det_fg_threshold() { - _has_bits_[0] |= 0x04000000u; -} -void V0LayerParameter::clear_has_det_fg_threshold() { - _has_bits_[0] &= ~0x04000000u; -} -void V0LayerParameter::clear_det_fg_threshold() { - det_fg_threshold_ = 0.5f; - clear_has_det_fg_threshold(); -} -float V0LayerParameter::det_fg_threshold() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.det_fg_threshold) - return det_fg_threshold_; -} -void V0LayerParameter::set_det_fg_threshold(float value) { - set_has_det_fg_threshold(); - det_fg_threshold_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.det_fg_threshold) -} - -// optional float det_bg_threshold = 55 [default = 0.5]; -bool V0LayerParameter::has_det_bg_threshold() const { - return (_has_bits_[0] & 0x08000000u) != 0; -} -void V0LayerParameter::set_has_det_bg_threshold() { - _has_bits_[0] |= 0x08000000u; -} -void V0LayerParameter::clear_has_det_bg_threshold() { - _has_bits_[0] &= ~0x08000000u; -} -void V0LayerParameter::clear_det_bg_threshold() { - det_bg_threshold_ = 0.5f; - clear_has_det_bg_threshold(); -} -float V0LayerParameter::det_bg_threshold() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.det_bg_threshold) - return det_bg_threshold_; -} -void V0LayerParameter::set_det_bg_threshold(float value) { - set_has_det_bg_threshold(); - det_bg_threshold_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.det_bg_threshold) -} - -// optional float det_fg_fraction = 56 [default = 0.25]; -bool V0LayerParameter::has_det_fg_fraction() const { - return (_has_bits_[0] & 0x10000000u) != 0; -} -void V0LayerParameter::set_has_det_fg_fraction() { - _has_bits_[0] |= 0x10000000u; -} -void V0LayerParameter::clear_has_det_fg_fraction() { - _has_bits_[0] &= ~0x10000000u; -} -void V0LayerParameter::clear_det_fg_fraction() { - det_fg_fraction_ = 0.25f; - clear_has_det_fg_fraction(); -} -float V0LayerParameter::det_fg_fraction() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.det_fg_fraction) - return det_fg_fraction_; -} -void V0LayerParameter::set_det_fg_fraction(float value) { - set_has_det_fg_fraction(); - det_fg_fraction_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.det_fg_fraction) -} - -// optional uint32 det_context_pad = 58 [default = 0]; -bool V0LayerParameter::has_det_context_pad() const { - return (_has_bits_[0] & 0x20000000u) != 0; -} -void V0LayerParameter::set_has_det_context_pad() { - _has_bits_[0] |= 0x20000000u; -} -void V0LayerParameter::clear_has_det_context_pad() { - _has_bits_[0] &= ~0x20000000u; -} -void V0LayerParameter::clear_det_context_pad() { - det_context_pad_ = 0u; - clear_has_det_context_pad(); -} -::google::protobuf::uint32 V0LayerParameter::det_context_pad() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.det_context_pad) - return det_context_pad_; -} -void V0LayerParameter::set_det_context_pad(::google::protobuf::uint32 value) { - set_has_det_context_pad(); - det_context_pad_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.det_context_pad) -} - -// optional string det_crop_mode = 59 [default = "warp"]; -bool V0LayerParameter::has_det_crop_mode() const { - return (_has_bits_[0] & 0x40000000u) != 0; -} -void V0LayerParameter::set_has_det_crop_mode() { - _has_bits_[0] |= 0x40000000u; -} -void V0LayerParameter::clear_has_det_crop_mode() { - _has_bits_[0] &= ~0x40000000u; -} -void V0LayerParameter::clear_det_crop_mode() { - det_crop_mode_.ClearToDefaultNoArena(_default_det_crop_mode_); - clear_has_det_crop_mode(); -} -const ::std::string& V0LayerParameter::det_crop_mode() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.det_crop_mode) - return det_crop_mode_.GetNoArena(_default_det_crop_mode_); -} -void V0LayerParameter::set_det_crop_mode(const ::std::string& value) { - set_has_det_crop_mode(); - det_crop_mode_.SetNoArena(_default_det_crop_mode_, value); - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.det_crop_mode) -} -void V0LayerParameter::set_det_crop_mode(const char* value) { - set_has_det_crop_mode(); - det_crop_mode_.SetNoArena(_default_det_crop_mode_, ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.V0LayerParameter.det_crop_mode) -} -void V0LayerParameter::set_det_crop_mode(const char* value, size_t size) { - set_has_det_crop_mode(); - det_crop_mode_.SetNoArena(_default_det_crop_mode_, - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.V0LayerParameter.det_crop_mode) -} -::std::string* V0LayerParameter::mutable_det_crop_mode() { - set_has_det_crop_mode(); - // @@protoc_insertion_point(field_mutable:caffe.V0LayerParameter.det_crop_mode) - return det_crop_mode_.MutableNoArena(_default_det_crop_mode_); -} -::std::string* V0LayerParameter::release_det_crop_mode() { - // @@protoc_insertion_point(field_release:caffe.V0LayerParameter.det_crop_mode) - clear_has_det_crop_mode(); - return det_crop_mode_.ReleaseNoArena(_default_det_crop_mode_); -} -void V0LayerParameter::set_allocated_det_crop_mode(::std::string* det_crop_mode) { - if (det_crop_mode != NULL) { - set_has_det_crop_mode(); - } else { - clear_has_det_crop_mode(); - } - det_crop_mode_.SetAllocatedNoArena(_default_det_crop_mode_, det_crop_mode); - // @@protoc_insertion_point(field_set_allocated:caffe.V0LayerParameter.det_crop_mode) -} - -// optional int32 new_num = 60 [default = 0]; -bool V0LayerParameter::has_new_num() const { - return (_has_bits_[0] & 0x80000000u) != 0; -} -void V0LayerParameter::set_has_new_num() { - _has_bits_[0] |= 0x80000000u; -} -void V0LayerParameter::clear_has_new_num() { - _has_bits_[0] &= ~0x80000000u; -} -void V0LayerParameter::clear_new_num() { - new_num_ = 0; - clear_has_new_num(); -} -::google::protobuf::int32 V0LayerParameter::new_num() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.new_num) - return new_num_; -} -void V0LayerParameter::set_new_num(::google::protobuf::int32 value) { - set_has_new_num(); - new_num_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.new_num) -} - -// optional int32 new_channels = 61 [default = 0]; -bool V0LayerParameter::has_new_channels() const { - return (_has_bits_[1] & 0x00000001u) != 0; -} -void V0LayerParameter::set_has_new_channels() { - _has_bits_[1] |= 0x00000001u; -} -void V0LayerParameter::clear_has_new_channels() { - _has_bits_[1] &= ~0x00000001u; -} -void V0LayerParameter::clear_new_channels() { - new_channels_ = 0; - clear_has_new_channels(); -} -::google::protobuf::int32 V0LayerParameter::new_channels() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.new_channels) - return new_channels_; -} -void V0LayerParameter::set_new_channels(::google::protobuf::int32 value) { - set_has_new_channels(); - new_channels_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.new_channels) -} - -// optional int32 new_height = 62 [default = 0]; -bool V0LayerParameter::has_new_height() const { - return (_has_bits_[1] & 0x00000002u) != 0; -} -void V0LayerParameter::set_has_new_height() { - _has_bits_[1] |= 0x00000002u; -} -void V0LayerParameter::clear_has_new_height() { - _has_bits_[1] &= ~0x00000002u; -} -void V0LayerParameter::clear_new_height() { - new_height_ = 0; - clear_has_new_height(); -} -::google::protobuf::int32 V0LayerParameter::new_height() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.new_height) - return new_height_; -} -void V0LayerParameter::set_new_height(::google::protobuf::int32 value) { - set_has_new_height(); - new_height_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.new_height) -} - -// optional int32 new_width = 63 [default = 0]; -bool V0LayerParameter::has_new_width() const { - return (_has_bits_[1] & 0x00000004u) != 0; -} -void V0LayerParameter::set_has_new_width() { - _has_bits_[1] |= 0x00000004u; -} -void V0LayerParameter::clear_has_new_width() { - _has_bits_[1] &= ~0x00000004u; -} -void V0LayerParameter::clear_new_width() { - new_width_ = 0; - clear_has_new_width(); -} -::google::protobuf::int32 V0LayerParameter::new_width() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.new_width) - return new_width_; -} -void V0LayerParameter::set_new_width(::google::protobuf::int32 value) { - set_has_new_width(); - new_width_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.new_width) -} - -// optional bool shuffle_images = 64 [default = false]; -bool V0LayerParameter::has_shuffle_images() const { - return (_has_bits_[1] & 0x00000008u) != 0; -} -void V0LayerParameter::set_has_shuffle_images() { - _has_bits_[1] |= 0x00000008u; -} -void V0LayerParameter::clear_has_shuffle_images() { - _has_bits_[1] &= ~0x00000008u; -} -void V0LayerParameter::clear_shuffle_images() { - shuffle_images_ = false; - clear_has_shuffle_images(); -} -bool V0LayerParameter::shuffle_images() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.shuffle_images) - return shuffle_images_; -} -void V0LayerParameter::set_shuffle_images(bool value) { - set_has_shuffle_images(); - shuffle_images_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.shuffle_images) -} - -// optional uint32 concat_dim = 65 [default = 1]; -bool V0LayerParameter::has_concat_dim() const { - return (_has_bits_[1] & 0x00000010u) != 0; -} -void V0LayerParameter::set_has_concat_dim() { - _has_bits_[1] |= 0x00000010u; -} -void V0LayerParameter::clear_has_concat_dim() { - _has_bits_[1] &= ~0x00000010u; -} -void V0LayerParameter::clear_concat_dim() { - concat_dim_ = 1u; - clear_has_concat_dim(); -} -::google::protobuf::uint32 V0LayerParameter::concat_dim() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.concat_dim) - return concat_dim_; -} -void V0LayerParameter::set_concat_dim(::google::protobuf::uint32 value) { - set_has_concat_dim(); - concat_dim_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.concat_dim) -} - -// optional .caffe.HDF5OutputParameter hdf5_output_param = 1001; -bool V0LayerParameter::has_hdf5_output_param() const { - return (_has_bits_[1] & 0x00000020u) != 0; -} -void V0LayerParameter::set_has_hdf5_output_param() { - _has_bits_[1] |= 0x00000020u; -} -void V0LayerParameter::clear_has_hdf5_output_param() { - _has_bits_[1] &= ~0x00000020u; -} -void V0LayerParameter::clear_hdf5_output_param() { - if (hdf5_output_param_ != NULL) hdf5_output_param_->::caffe::HDF5OutputParameter::Clear(); - clear_has_hdf5_output_param(); -} -const ::caffe::HDF5OutputParameter& V0LayerParameter::hdf5_output_param() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.hdf5_output_param) - return hdf5_output_param_ != NULL ? *hdf5_output_param_ - : *::caffe::HDF5OutputParameter::internal_default_instance(); -} -::caffe::HDF5OutputParameter* V0LayerParameter::mutable_hdf5_output_param() { - set_has_hdf5_output_param(); - if (hdf5_output_param_ == NULL) { - hdf5_output_param_ = new ::caffe::HDF5OutputParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V0LayerParameter.hdf5_output_param) - return hdf5_output_param_; -} -::caffe::HDF5OutputParameter* V0LayerParameter::release_hdf5_output_param() { - // @@protoc_insertion_point(field_release:caffe.V0LayerParameter.hdf5_output_param) - clear_has_hdf5_output_param(); - ::caffe::HDF5OutputParameter* temp = hdf5_output_param_; - hdf5_output_param_ = NULL; - return temp; -} -void V0LayerParameter::set_allocated_hdf5_output_param(::caffe::HDF5OutputParameter* hdf5_output_param) { - delete hdf5_output_param_; - hdf5_output_param_ = hdf5_output_param; - if (hdf5_output_param) { - set_has_hdf5_output_param(); - } else { - clear_has_hdf5_output_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V0LayerParameter.hdf5_output_param) -} - -inline const V0LayerParameter* V0LayerParameter::internal_default_instance() { - return &V0LayerParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int PReLUParameter::kFillerFieldNumber; -const int PReLUParameter::kChannelSharedFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -PReLUParameter::PReLUParameter() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.PReLUParameter) -} - -void PReLUParameter::InitAsDefaultInstance() { - filler_ = const_cast< ::caffe::FillerParameter*>( - ::caffe::FillerParameter::internal_default_instance()); -} - -PReLUParameter::PReLUParameter(const PReLUParameter& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.PReLUParameter) -} - -void PReLUParameter::SharedCtor() { - _cached_size_ = 0; - filler_ = NULL; - channel_shared_ = false; -} - -PReLUParameter::~PReLUParameter() { - // @@protoc_insertion_point(destructor:caffe.PReLUParameter) - SharedDtor(); -} - -void PReLUParameter::SharedDtor() { - if (this != &PReLUParameter_default_instance_.get()) { - delete filler_; - } -} - -void PReLUParameter::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* PReLUParameter::descriptor() { - protobuf_AssignDescriptorsOnce(); - return PReLUParameter_descriptor_; -} - -const PReLUParameter& PReLUParameter::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed PReLUParameter_default_instance_; - -PReLUParameter* PReLUParameter::New(::google::protobuf::Arena* arena) const { - PReLUParameter* n = new PReLUParameter; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void PReLUParameter::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.PReLUParameter) - if (_has_bits_[0 / 32] & 3u) { - if (has_filler()) { - if (filler_ != NULL) filler_->::caffe::FillerParameter::Clear(); - } - channel_shared_ = false; - } - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool PReLUParameter::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.PReLUParameter) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional .caffe.FillerParameter filler = 1; - case 1: { - if (tag == 10) { - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_filler())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(16)) goto parse_channel_shared; - break; - } - - // optional bool channel_shared = 2 [default = false]; - case 2: { - if (tag == 16) { - parse_channel_shared: - set_has_channel_shared(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &channel_shared_))); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.PReLUParameter) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.PReLUParameter) - return false; -#undef DO_ -} - -void PReLUParameter::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.PReLUParameter) - // optional .caffe.FillerParameter filler = 1; - if (has_filler()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 1, *this->filler_, output); - } - - // optional bool channel_shared = 2 [default = false]; - if (has_channel_shared()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(2, this->channel_shared(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.PReLUParameter) -} - -::google::protobuf::uint8* PReLUParameter::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.PReLUParameter) - // optional .caffe.FillerParameter filler = 1; - if (has_filler()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 1, *this->filler_, false, target); - } - - // optional bool channel_shared = 2 [default = false]; - if (has_channel_shared()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(2, this->channel_shared(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.PReLUParameter) - return target; -} - -size_t PReLUParameter::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.PReLUParameter) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 3u) { - // optional .caffe.FillerParameter filler = 1; - if (has_filler()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->filler_); - } - - // optional bool channel_shared = 2 [default = false]; - if (has_channel_shared()) { - total_size += 1 + 1; - } - - } - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void PReLUParameter::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.PReLUParameter) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const PReLUParameter* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.PReLUParameter) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.PReLUParameter) - UnsafeMergeFrom(*source); - } -} - -void PReLUParameter::MergeFrom(const PReLUParameter& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.PReLUParameter) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void PReLUParameter::UnsafeMergeFrom(const PReLUParameter& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_filler()) { - mutable_filler()->::caffe::FillerParameter::MergeFrom(from.filler()); - } - if (from.has_channel_shared()) { - set_channel_shared(from.channel_shared()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void PReLUParameter::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.PReLUParameter) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void PReLUParameter::CopyFrom(const PReLUParameter& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.PReLUParameter) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool PReLUParameter::IsInitialized() const { - - return true; -} - -void PReLUParameter::Swap(PReLUParameter* other) { - if (other == this) return; - InternalSwap(other); -} -void PReLUParameter::InternalSwap(PReLUParameter* other) { - std::swap(filler_, other->filler_); - std::swap(channel_shared_, other->channel_shared_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata PReLUParameter::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = PReLUParameter_descriptor_; - metadata.reflection = PReLUParameter_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// PReLUParameter - -// optional .caffe.FillerParameter filler = 1; -bool PReLUParameter::has_filler() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void PReLUParameter::set_has_filler() { - _has_bits_[0] |= 0x00000001u; -} -void PReLUParameter::clear_has_filler() { - _has_bits_[0] &= ~0x00000001u; -} -void PReLUParameter::clear_filler() { - if (filler_ != NULL) filler_->::caffe::FillerParameter::Clear(); - clear_has_filler(); -} -const ::caffe::FillerParameter& PReLUParameter::filler() const { - // @@protoc_insertion_point(field_get:caffe.PReLUParameter.filler) - return filler_ != NULL ? *filler_ - : *::caffe::FillerParameter::internal_default_instance(); -} -::caffe::FillerParameter* PReLUParameter::mutable_filler() { - set_has_filler(); - if (filler_ == NULL) { - filler_ = new ::caffe::FillerParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.PReLUParameter.filler) - return filler_; -} -::caffe::FillerParameter* PReLUParameter::release_filler() { - // @@protoc_insertion_point(field_release:caffe.PReLUParameter.filler) - clear_has_filler(); - ::caffe::FillerParameter* temp = filler_; - filler_ = NULL; - return temp; -} -void PReLUParameter::set_allocated_filler(::caffe::FillerParameter* filler) { - delete filler_; - filler_ = filler; - if (filler) { - set_has_filler(); - } else { - clear_has_filler(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.PReLUParameter.filler) -} - -// optional bool channel_shared = 2 [default = false]; -bool PReLUParameter::has_channel_shared() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void PReLUParameter::set_has_channel_shared() { - _has_bits_[0] |= 0x00000002u; -} -void PReLUParameter::clear_has_channel_shared() { - _has_bits_[0] &= ~0x00000002u; -} -void PReLUParameter::clear_channel_shared() { - channel_shared_ = false; - clear_has_channel_shared(); -} -bool PReLUParameter::channel_shared() const { - // @@protoc_insertion_point(field_get:caffe.PReLUParameter.channel_shared) - return channel_shared_; -} -void PReLUParameter::set_channel_shared(bool value) { - set_has_channel_shared(); - channel_shared_ = value; - // @@protoc_insertion_point(field_set:caffe.PReLUParameter.channel_shared) -} - -inline const PReLUParameter* PReLUParameter::internal_default_instance() { - return &PReLUParameter_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int NormalizedBBox::kXminFieldNumber; -const int NormalizedBBox::kYminFieldNumber; -const int NormalizedBBox::kXmaxFieldNumber; -const int NormalizedBBox::kYmaxFieldNumber; -const int NormalizedBBox::kLabelFieldNumber; -const int NormalizedBBox::kDifficultFieldNumber; -const int NormalizedBBox::kScoreFieldNumber; -const int NormalizedBBox::kSizeFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -NormalizedBBox::NormalizedBBox() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_caffe_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:caffe.NormalizedBBox) -} - -void NormalizedBBox::InitAsDefaultInstance() { -} - -NormalizedBBox::NormalizedBBox(const NormalizedBBox& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:caffe.NormalizedBBox) -} - -void NormalizedBBox::SharedCtor() { - _cached_size_ = 0; - ::memset(&xmin_, 0, reinterpret_cast(&size_) - - reinterpret_cast(&xmin_) + sizeof(size_)); -} - -NormalizedBBox::~NormalizedBBox() { - // @@protoc_insertion_point(destructor:caffe.NormalizedBBox) - SharedDtor(); -} - -void NormalizedBBox::SharedDtor() { -} - -void NormalizedBBox::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* NormalizedBBox::descriptor() { - protobuf_AssignDescriptorsOnce(); - return NormalizedBBox_descriptor_; -} - -const NormalizedBBox& NormalizedBBox::default_instance() { - protobuf_InitDefaults_caffe_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed NormalizedBBox_default_instance_; - -NormalizedBBox* NormalizedBBox::New(::google::protobuf::Arena* arena) const { - NormalizedBBox* n = new NormalizedBBox; - if (arena != NULL) { - arena->Own(n); - } - return n; -} - -void NormalizedBBox::Clear() { -// @@protoc_insertion_point(message_clear_start:caffe.NormalizedBBox) -#if defined(__clang__) -#define ZR_HELPER_(f) \ - _Pragma("clang diagnostic push") \ - _Pragma("clang diagnostic ignored \"-Winvalid-offsetof\"") \ - __builtin_offsetof(NormalizedBBox, f) \ - _Pragma("clang diagnostic pop") -#else -#define ZR_HELPER_(f) reinterpret_cast(\ - &reinterpret_cast(16)->f) -#endif - -#define ZR_(first, last) do {\ - ::memset(&(first), 0,\ - ZR_HELPER_(last) - ZR_HELPER_(first) + sizeof(last));\ -} while (0) - - ZR_(xmin_, size_); - -#undef ZR_HELPER_ -#undef ZR_ - - _has_bits_.Clear(); - if (_internal_metadata_.have_unknown_fields()) { - mutable_unknown_fields()->Clear(); - } -} - -bool NormalizedBBox::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:caffe.NormalizedBBox) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional float xmin = 1; - case 1: { - if (tag == 13) { - set_has_xmin(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &xmin_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(21)) goto parse_ymin; - break; - } - - // optional float ymin = 2; - case 2: { - if (tag == 21) { - parse_ymin: - set_has_ymin(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &ymin_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(29)) goto parse_xmax; - break; - } - - // optional float xmax = 3; - case 3: { - if (tag == 29) { - parse_xmax: - set_has_xmax(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &xmax_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(37)) goto parse_ymax; - break; - } - - // optional float ymax = 4; - case 4: { - if (tag == 37) { - parse_ymax: - set_has_ymax(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &ymax_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(40)) goto parse_label; - break; - } - - // optional int32 label = 5; - case 5: { - if (tag == 40) { - parse_label: - set_has_label(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &label_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(48)) goto parse_difficult; - break; - } - - // optional bool difficult = 6; - case 6: { - if (tag == 48) { - parse_difficult: - set_has_difficult(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &difficult_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(61)) goto parse_score; - break; - } - - // optional float score = 7; - case 7: { - if (tag == 61) { - parse_score: - set_has_score(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &score_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(69)) goto parse_size; - break; - } - - // optional float size = 8; - case 8: { - if (tag == 69) { - parse_size: - set_has_size(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &size_))); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormat::SkipField( - input, tag, mutable_unknown_fields())); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:caffe.NormalizedBBox) - return true; -failure: - // @@protoc_insertion_point(parse_failure:caffe.NormalizedBBox) - return false; -#undef DO_ -} - -void NormalizedBBox::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:caffe.NormalizedBBox) - // optional float xmin = 1; - if (has_xmin()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(1, this->xmin(), output); - } - - // optional float ymin = 2; - if (has_ymin()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(2, this->ymin(), output); - } - - // optional float xmax = 3; - if (has_xmax()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(3, this->xmax(), output); - } - - // optional float ymax = 4; - if (has_ymax()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(4, this->ymax(), output); - } - - // optional int32 label = 5; - if (has_label()) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(5, this->label(), output); - } - - // optional bool difficult = 6; - if (has_difficult()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(6, this->difficult(), output); - } - - // optional float score = 7; - if (has_score()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(7, this->score(), output); - } - - // optional float size = 8; - if (has_size()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(8, this->size(), output); - } - - if (_internal_metadata_.have_unknown_fields()) { - ::google::protobuf::internal::WireFormat::SerializeUnknownFields( - unknown_fields(), output); - } - // @@protoc_insertion_point(serialize_end:caffe.NormalizedBBox) -} - -::google::protobuf::uint8* NormalizedBBox::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:caffe.NormalizedBBox) - // optional float xmin = 1; - if (has_xmin()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(1, this->xmin(), target); - } - - // optional float ymin = 2; - if (has_ymin()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(2, this->ymin(), target); - } - - // optional float xmax = 3; - if (has_xmax()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(3, this->xmax(), target); - } - - // optional float ymax = 4; - if (has_ymax()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(4, this->ymax(), target); - } - - // optional int32 label = 5; - if (has_label()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(5, this->label(), target); - } - - // optional bool difficult = 6; - if (has_difficult()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(6, this->difficult(), target); - } - - // optional float score = 7; - if (has_score()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(7, this->score(), target); - } - - // optional float size = 8; - if (has_size()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(8, this->size(), target); - } - - if (_internal_metadata_.have_unknown_fields()) { - target = ::google::protobuf::internal::WireFormat::SerializeUnknownFieldsToArray( - unknown_fields(), target); - } - // @@protoc_insertion_point(serialize_to_array_end:caffe.NormalizedBBox) - return target; -} - -size_t NormalizedBBox::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:caffe.NormalizedBBox) - size_t total_size = 0; - - if (_has_bits_[0 / 32] & 255u) { - // optional float xmin = 1; - if (has_xmin()) { - total_size += 1 + 4; - } - - // optional float ymin = 2; - if (has_ymin()) { - total_size += 1 + 4; - } - - // optional float xmax = 3; - if (has_xmax()) { - total_size += 1 + 4; - } - - // optional float ymax = 4; - if (has_ymax()) { - total_size += 1 + 4; - } - - // optional int32 label = 5; - if (has_label()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->label()); - } - - // optional bool difficult = 6; - if (has_difficult()) { - total_size += 1 + 1; - } - - // optional float score = 7; - if (has_score()) { - total_size += 1 + 4; - } - - // optional float size = 8; - if (has_size()) { - total_size += 1 + 4; - } - - } - if (_internal_metadata_.have_unknown_fields()) { - total_size += - ::google::protobuf::internal::WireFormat::ComputeUnknownFieldsSize( - unknown_fields()); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void NormalizedBBox::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:caffe.NormalizedBBox) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const NormalizedBBox* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:caffe.NormalizedBBox) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:caffe.NormalizedBBox) - UnsafeMergeFrom(*source); - } -} - -void NormalizedBBox::MergeFrom(const NormalizedBBox& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:caffe.NormalizedBBox) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void NormalizedBBox::UnsafeMergeFrom(const NormalizedBBox& from) { - GOOGLE_DCHECK(&from != this); - if (from._has_bits_[0 / 32] & (0xffu << (0 % 32))) { - if (from.has_xmin()) { - set_xmin(from.xmin()); - } - if (from.has_ymin()) { - set_ymin(from.ymin()); - } - if (from.has_xmax()) { - set_xmax(from.xmax()); - } - if (from.has_ymax()) { - set_ymax(from.ymax()); - } - if (from.has_label()) { - set_label(from.label()); - } - if (from.has_difficult()) { - set_difficult(from.difficult()); - } - if (from.has_score()) { - set_score(from.score()); - } - if (from.has_size()) { - set_size(from.size()); - } - } - if (from._internal_metadata_.have_unknown_fields()) { - ::google::protobuf::UnknownFieldSet::MergeToInternalMetdata( - from.unknown_fields(), &_internal_metadata_); - } -} - -void NormalizedBBox::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:caffe.NormalizedBBox) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void NormalizedBBox::CopyFrom(const NormalizedBBox& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:caffe.NormalizedBBox) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool NormalizedBBox::IsInitialized() const { - - return true; -} - -void NormalizedBBox::Swap(NormalizedBBox* other) { - if (other == this) return; - InternalSwap(other); -} -void NormalizedBBox::InternalSwap(NormalizedBBox* other) { - std::swap(xmin_, other->xmin_); - std::swap(ymin_, other->ymin_); - std::swap(xmax_, other->xmax_); - std::swap(ymax_, other->ymax_); - std::swap(label_, other->label_); - std::swap(difficult_, other->difficult_); - std::swap(score_, other->score_); - std::swap(size_, other->size_); - std::swap(_has_bits_[0], other->_has_bits_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata NormalizedBBox::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = NormalizedBBox_descriptor_; - metadata.reflection = NormalizedBBox_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// NormalizedBBox - -// optional float xmin = 1; -bool NormalizedBBox::has_xmin() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -void NormalizedBBox::set_has_xmin() { - _has_bits_[0] |= 0x00000001u; -} -void NormalizedBBox::clear_has_xmin() { - _has_bits_[0] &= ~0x00000001u; -} -void NormalizedBBox::clear_xmin() { - xmin_ = 0; - clear_has_xmin(); -} -float NormalizedBBox::xmin() const { - // @@protoc_insertion_point(field_get:caffe.NormalizedBBox.xmin) - return xmin_; -} -void NormalizedBBox::set_xmin(float value) { - set_has_xmin(); - xmin_ = value; - // @@protoc_insertion_point(field_set:caffe.NormalizedBBox.xmin) -} - -// optional float ymin = 2; -bool NormalizedBBox::has_ymin() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -void NormalizedBBox::set_has_ymin() { - _has_bits_[0] |= 0x00000002u; -} -void NormalizedBBox::clear_has_ymin() { - _has_bits_[0] &= ~0x00000002u; -} -void NormalizedBBox::clear_ymin() { - ymin_ = 0; - clear_has_ymin(); -} -float NormalizedBBox::ymin() const { - // @@protoc_insertion_point(field_get:caffe.NormalizedBBox.ymin) - return ymin_; -} -void NormalizedBBox::set_ymin(float value) { - set_has_ymin(); - ymin_ = value; - // @@protoc_insertion_point(field_set:caffe.NormalizedBBox.ymin) -} - -// optional float xmax = 3; -bool NormalizedBBox::has_xmax() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -void NormalizedBBox::set_has_xmax() { - _has_bits_[0] |= 0x00000004u; -} -void NormalizedBBox::clear_has_xmax() { - _has_bits_[0] &= ~0x00000004u; -} -void NormalizedBBox::clear_xmax() { - xmax_ = 0; - clear_has_xmax(); -} -float NormalizedBBox::xmax() const { - // @@protoc_insertion_point(field_get:caffe.NormalizedBBox.xmax) - return xmax_; -} -void NormalizedBBox::set_xmax(float value) { - set_has_xmax(); - xmax_ = value; - // @@protoc_insertion_point(field_set:caffe.NormalizedBBox.xmax) -} - -// optional float ymax = 4; -bool NormalizedBBox::has_ymax() const { - return (_has_bits_[0] & 0x00000008u) != 0; -} -void NormalizedBBox::set_has_ymax() { - _has_bits_[0] |= 0x00000008u; -} -void NormalizedBBox::clear_has_ymax() { - _has_bits_[0] &= ~0x00000008u; -} -void NormalizedBBox::clear_ymax() { - ymax_ = 0; - clear_has_ymax(); -} -float NormalizedBBox::ymax() const { - // @@protoc_insertion_point(field_get:caffe.NormalizedBBox.ymax) - return ymax_; -} -void NormalizedBBox::set_ymax(float value) { - set_has_ymax(); - ymax_ = value; - // @@protoc_insertion_point(field_set:caffe.NormalizedBBox.ymax) -} - -// optional int32 label = 5; -bool NormalizedBBox::has_label() const { - return (_has_bits_[0] & 0x00000010u) != 0; -} -void NormalizedBBox::set_has_label() { - _has_bits_[0] |= 0x00000010u; -} -void NormalizedBBox::clear_has_label() { - _has_bits_[0] &= ~0x00000010u; -} -void NormalizedBBox::clear_label() { - label_ = 0; - clear_has_label(); -} -::google::protobuf::int32 NormalizedBBox::label() const { - // @@protoc_insertion_point(field_get:caffe.NormalizedBBox.label) - return label_; -} -void NormalizedBBox::set_label(::google::protobuf::int32 value) { - set_has_label(); - label_ = value; - // @@protoc_insertion_point(field_set:caffe.NormalizedBBox.label) -} - -// optional bool difficult = 6; -bool NormalizedBBox::has_difficult() const { - return (_has_bits_[0] & 0x00000020u) != 0; -} -void NormalizedBBox::set_has_difficult() { - _has_bits_[0] |= 0x00000020u; -} -void NormalizedBBox::clear_has_difficult() { - _has_bits_[0] &= ~0x00000020u; -} -void NormalizedBBox::clear_difficult() { - difficult_ = false; - clear_has_difficult(); -} -bool NormalizedBBox::difficult() const { - // @@protoc_insertion_point(field_get:caffe.NormalizedBBox.difficult) - return difficult_; -} -void NormalizedBBox::set_difficult(bool value) { - set_has_difficult(); - difficult_ = value; - // @@protoc_insertion_point(field_set:caffe.NormalizedBBox.difficult) -} - -// optional float score = 7; -bool NormalizedBBox::has_score() const { - return (_has_bits_[0] & 0x00000040u) != 0; -} -void NormalizedBBox::set_has_score() { - _has_bits_[0] |= 0x00000040u; -} -void NormalizedBBox::clear_has_score() { - _has_bits_[0] &= ~0x00000040u; -} -void NormalizedBBox::clear_score() { - score_ = 0; - clear_has_score(); -} -float NormalizedBBox::score() const { - // @@protoc_insertion_point(field_get:caffe.NormalizedBBox.score) - return score_; -} -void NormalizedBBox::set_score(float value) { - set_has_score(); - score_ = value; - // @@protoc_insertion_point(field_set:caffe.NormalizedBBox.score) -} - -// optional float size = 8; -bool NormalizedBBox::has_size() const { - return (_has_bits_[0] & 0x00000080u) != 0; -} -void NormalizedBBox::set_has_size() { - _has_bits_[0] |= 0x00000080u; -} -void NormalizedBBox::clear_has_size() { - _has_bits_[0] &= ~0x00000080u; -} -void NormalizedBBox::clear_size() { - size_ = 0; - clear_has_size(); -} -float NormalizedBBox::size() const { - // @@protoc_insertion_point(field_get:caffe.NormalizedBBox.size) - return size_; -} -void NormalizedBBox::set_size(float value) { - set_has_size(); - size_ = value; - // @@protoc_insertion_point(field_set:caffe.NormalizedBBox.size) -} - -inline const NormalizedBBox* NormalizedBBox::internal_default_instance() { - return &NormalizedBBox_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// @@protoc_insertion_point(namespace_scope) - -} // namespace caffe - -// @@protoc_insertion_point(global_scope) diff --git a/modules/dnn/misc/caffe/caffe.pb.h b/modules/dnn/misc/caffe/caffe.pb.h deleted file mode 100644 index e2fe0832c..000000000 --- a/modules/dnn/misc/caffe/caffe.pb.h +++ /dev/null @@ -1,28612 +0,0 @@ -// Generated by the protocol buffer compiler. DO NOT EDIT! -// source: caffe.proto - -#ifndef PROTOBUF_caffe_2eproto__INCLUDED -#define PROTOBUF_caffe_2eproto__INCLUDED - -#include - -#include - -#if GOOGLE_PROTOBUF_VERSION < 3001000 -#error This file was generated by a newer version of protoc which is -#error incompatible with your Protocol Buffer headers. Please update -#error your headers. -#endif -#if 3001000 < GOOGLE_PROTOBUF_MIN_PROTOC_VERSION -#error This file was generated by an older version of protoc which is -#error incompatible with your Protocol Buffer headers. Please -#error regenerate this file with a newer version of protoc. -#endif - -#include -#include -#include -#include -#include -#include -#include -#include -#include -// @@protoc_insertion_point(includes) - -namespace caffe { - -// Internal implementation detail -- do not call these. -void protobuf_AddDesc_caffe_2eproto(); -void protobuf_InitDefaults_caffe_2eproto(); -void protobuf_AssignDesc_caffe_2eproto(); -void protobuf_ShutdownFile_caffe_2eproto(); - -class AccuracyParameter; -class ArgMaxParameter; -class BatchNormParameter; -class BiasParameter; -class BlobProto; -class BlobProtoVector; -class BlobShape; -class ConcatParameter; -class ContrastiveLossParameter; -class ConvolutionParameter; -class CropParameter; -class DataParameter; -class Datum; -class DetectionOutputParameter; -class DropoutParameter; -class DummyDataParameter; -class ELUParameter; -class EltwiseParameter; -class EmbedParameter; -class ExpParameter; -class FillerParameter; -class FlattenParameter; -class HDF5DataParameter; -class HDF5OutputParameter; -class HingeLossParameter; -class ImageDataParameter; -class InfogainLossParameter; -class InnerProductParameter; -class InputParameter; -class LRNParameter; -class LayerParameter; -class LogParameter; -class LossParameter; -class MVNParameter; -class MemoryDataParameter; -class NetParameter; -class NetState; -class NetStateRule; -class NonMaximumSuppressionParameter; -class NormalizeBBoxParameter; -class NormalizedBBox; -class PReLUParameter; -class ParamSpec; -class ParameterParameter; -class PermuteParameter; -class PoolingParameter; -class PowerParameter; -class PriorBoxParameter; -class PythonParameter; -class ReLUParameter; -class RecurrentParameter; -class ReductionParameter; -class ReshapeParameter; -class SPPParameter; -class SaveOutputParameter; -class ScaleParameter; -class SigmoidParameter; -class SliceParameter; -class SoftmaxParameter; -class SolverParameter; -class SolverState; -class TanHParameter; -class ThresholdParameter; -class TileParameter; -class TransformationParameter; -class V0LayerParameter; -class V1LayerParameter; -class WindowDataParameter; - -enum PriorBoxParameter_CodeType { - PriorBoxParameter_CodeType_CORNER = 1, - PriorBoxParameter_CodeType_CENTER_SIZE = 2 -}; -bool PriorBoxParameter_CodeType_IsValid(int value); -const PriorBoxParameter_CodeType PriorBoxParameter_CodeType_CodeType_MIN = PriorBoxParameter_CodeType_CORNER; -const PriorBoxParameter_CodeType PriorBoxParameter_CodeType_CodeType_MAX = PriorBoxParameter_CodeType_CENTER_SIZE; -const int PriorBoxParameter_CodeType_CodeType_ARRAYSIZE = PriorBoxParameter_CodeType_CodeType_MAX + 1; - -const ::google::protobuf::EnumDescriptor* PriorBoxParameter_CodeType_descriptor(); -inline const ::std::string& PriorBoxParameter_CodeType_Name(PriorBoxParameter_CodeType value) { - return ::google::protobuf::internal::NameOfEnum( - PriorBoxParameter_CodeType_descriptor(), value); -} -inline bool PriorBoxParameter_CodeType_Parse( - const ::std::string& name, PriorBoxParameter_CodeType* value) { - return ::google::protobuf::internal::ParseNamedEnum( - PriorBoxParameter_CodeType_descriptor(), name, value); -} -enum FillerParameter_VarianceNorm { - FillerParameter_VarianceNorm_FAN_IN = 0, - FillerParameter_VarianceNorm_FAN_OUT = 1, - FillerParameter_VarianceNorm_AVERAGE = 2 -}; -bool FillerParameter_VarianceNorm_IsValid(int value); -const FillerParameter_VarianceNorm FillerParameter_VarianceNorm_VarianceNorm_MIN = FillerParameter_VarianceNorm_FAN_IN; -const FillerParameter_VarianceNorm FillerParameter_VarianceNorm_VarianceNorm_MAX = FillerParameter_VarianceNorm_AVERAGE; -const int FillerParameter_VarianceNorm_VarianceNorm_ARRAYSIZE = FillerParameter_VarianceNorm_VarianceNorm_MAX + 1; - -const ::google::protobuf::EnumDescriptor* FillerParameter_VarianceNorm_descriptor(); -inline const ::std::string& FillerParameter_VarianceNorm_Name(FillerParameter_VarianceNorm value) { - return ::google::protobuf::internal::NameOfEnum( - FillerParameter_VarianceNorm_descriptor(), value); -} -inline bool FillerParameter_VarianceNorm_Parse( - const ::std::string& name, FillerParameter_VarianceNorm* value) { - return ::google::protobuf::internal::ParseNamedEnum( - FillerParameter_VarianceNorm_descriptor(), name, value); -} -enum SolverParameter_SnapshotFormat { - SolverParameter_SnapshotFormat_HDF5 = 0, - SolverParameter_SnapshotFormat_BINARYPROTO = 1 -}; -bool SolverParameter_SnapshotFormat_IsValid(int value); -const SolverParameter_SnapshotFormat SolverParameter_SnapshotFormat_SnapshotFormat_MIN = SolverParameter_SnapshotFormat_HDF5; -const SolverParameter_SnapshotFormat SolverParameter_SnapshotFormat_SnapshotFormat_MAX = SolverParameter_SnapshotFormat_BINARYPROTO; -const int SolverParameter_SnapshotFormat_SnapshotFormat_ARRAYSIZE = SolverParameter_SnapshotFormat_SnapshotFormat_MAX + 1; - -const ::google::protobuf::EnumDescriptor* SolverParameter_SnapshotFormat_descriptor(); -inline const ::std::string& SolverParameter_SnapshotFormat_Name(SolverParameter_SnapshotFormat value) { - return ::google::protobuf::internal::NameOfEnum( - SolverParameter_SnapshotFormat_descriptor(), value); -} -inline bool SolverParameter_SnapshotFormat_Parse( - const ::std::string& name, SolverParameter_SnapshotFormat* value) { - return ::google::protobuf::internal::ParseNamedEnum( - SolverParameter_SnapshotFormat_descriptor(), name, value); -} -enum SolverParameter_SolverMode { - SolverParameter_SolverMode_CPU = 0, - SolverParameter_SolverMode_GPU = 1 -}; -bool SolverParameter_SolverMode_IsValid(int value); -const SolverParameter_SolverMode SolverParameter_SolverMode_SolverMode_MIN = SolverParameter_SolverMode_CPU; -const SolverParameter_SolverMode SolverParameter_SolverMode_SolverMode_MAX = SolverParameter_SolverMode_GPU; -const int SolverParameter_SolverMode_SolverMode_ARRAYSIZE = SolverParameter_SolverMode_SolverMode_MAX + 1; - -const ::google::protobuf::EnumDescriptor* SolverParameter_SolverMode_descriptor(); -inline const ::std::string& SolverParameter_SolverMode_Name(SolverParameter_SolverMode value) { - return ::google::protobuf::internal::NameOfEnum( - SolverParameter_SolverMode_descriptor(), value); -} -inline bool SolverParameter_SolverMode_Parse( - const ::std::string& name, SolverParameter_SolverMode* value) { - return ::google::protobuf::internal::ParseNamedEnum( - SolverParameter_SolverMode_descriptor(), name, value); -} -enum SolverParameter_SolverType { - SolverParameter_SolverType_SGD = 0, - SolverParameter_SolverType_NESTEROV = 1, - SolverParameter_SolverType_ADAGRAD = 2, - SolverParameter_SolverType_RMSPROP = 3, - SolverParameter_SolverType_ADADELTA = 4, - SolverParameter_SolverType_ADAM = 5 -}; -bool SolverParameter_SolverType_IsValid(int value); -const SolverParameter_SolverType SolverParameter_SolverType_SolverType_MIN = SolverParameter_SolverType_SGD; -const SolverParameter_SolverType SolverParameter_SolverType_SolverType_MAX = SolverParameter_SolverType_ADAM; -const int SolverParameter_SolverType_SolverType_ARRAYSIZE = SolverParameter_SolverType_SolverType_MAX + 1; - -const ::google::protobuf::EnumDescriptor* SolverParameter_SolverType_descriptor(); -inline const ::std::string& SolverParameter_SolverType_Name(SolverParameter_SolverType value) { - return ::google::protobuf::internal::NameOfEnum( - SolverParameter_SolverType_descriptor(), value); -} -inline bool SolverParameter_SolverType_Parse( - const ::std::string& name, SolverParameter_SolverType* value) { - return ::google::protobuf::internal::ParseNamedEnum( - SolverParameter_SolverType_descriptor(), name, value); -} -enum ParamSpec_DimCheckMode { - ParamSpec_DimCheckMode_STRICT = 0, - ParamSpec_DimCheckMode_PERMISSIVE = 1 -}; -bool ParamSpec_DimCheckMode_IsValid(int value); -const ParamSpec_DimCheckMode ParamSpec_DimCheckMode_DimCheckMode_MIN = ParamSpec_DimCheckMode_STRICT; -const ParamSpec_DimCheckMode ParamSpec_DimCheckMode_DimCheckMode_MAX = ParamSpec_DimCheckMode_PERMISSIVE; -const int ParamSpec_DimCheckMode_DimCheckMode_ARRAYSIZE = ParamSpec_DimCheckMode_DimCheckMode_MAX + 1; - -const ::google::protobuf::EnumDescriptor* ParamSpec_DimCheckMode_descriptor(); -inline const ::std::string& ParamSpec_DimCheckMode_Name(ParamSpec_DimCheckMode value) { - return ::google::protobuf::internal::NameOfEnum( - ParamSpec_DimCheckMode_descriptor(), value); -} -inline bool ParamSpec_DimCheckMode_Parse( - const ::std::string& name, ParamSpec_DimCheckMode* value) { - return ::google::protobuf::internal::ParseNamedEnum( - ParamSpec_DimCheckMode_descriptor(), name, value); -} -enum LossParameter_NormalizationMode { - LossParameter_NormalizationMode_FULL = 0, - LossParameter_NormalizationMode_VALID = 1, - LossParameter_NormalizationMode_BATCH_SIZE = 2, - LossParameter_NormalizationMode_NONE = 3 -}; -bool LossParameter_NormalizationMode_IsValid(int value); -const LossParameter_NormalizationMode LossParameter_NormalizationMode_NormalizationMode_MIN = LossParameter_NormalizationMode_FULL; -const LossParameter_NormalizationMode LossParameter_NormalizationMode_NormalizationMode_MAX = LossParameter_NormalizationMode_NONE; -const int LossParameter_NormalizationMode_NormalizationMode_ARRAYSIZE = LossParameter_NormalizationMode_NormalizationMode_MAX + 1; - -const ::google::protobuf::EnumDescriptor* LossParameter_NormalizationMode_descriptor(); -inline const ::std::string& LossParameter_NormalizationMode_Name(LossParameter_NormalizationMode value) { - return ::google::protobuf::internal::NameOfEnum( - LossParameter_NormalizationMode_descriptor(), value); -} -inline bool LossParameter_NormalizationMode_Parse( - const ::std::string& name, LossParameter_NormalizationMode* value) { - return ::google::protobuf::internal::ParseNamedEnum( - LossParameter_NormalizationMode_descriptor(), name, value); -} -enum ConvolutionParameter_Engine { - ConvolutionParameter_Engine_DEFAULT = 0, - ConvolutionParameter_Engine_CAFFE = 1, - ConvolutionParameter_Engine_CUDNN = 2 -}; -bool ConvolutionParameter_Engine_IsValid(int value); -const ConvolutionParameter_Engine ConvolutionParameter_Engine_Engine_MIN = ConvolutionParameter_Engine_DEFAULT; -const ConvolutionParameter_Engine ConvolutionParameter_Engine_Engine_MAX = ConvolutionParameter_Engine_CUDNN; -const int ConvolutionParameter_Engine_Engine_ARRAYSIZE = ConvolutionParameter_Engine_Engine_MAX + 1; - -const ::google::protobuf::EnumDescriptor* ConvolutionParameter_Engine_descriptor(); -inline const ::std::string& ConvolutionParameter_Engine_Name(ConvolutionParameter_Engine value) { - return ::google::protobuf::internal::NameOfEnum( - ConvolutionParameter_Engine_descriptor(), value); -} -inline bool ConvolutionParameter_Engine_Parse( - const ::std::string& name, ConvolutionParameter_Engine* value) { - return ::google::protobuf::internal::ParseNamedEnum( - ConvolutionParameter_Engine_descriptor(), name, value); -} -enum DataParameter_DB { - DataParameter_DB_LEVELDB = 0, - DataParameter_DB_LMDB = 1 -}; -bool DataParameter_DB_IsValid(int value); -const DataParameter_DB DataParameter_DB_DB_MIN = DataParameter_DB_LEVELDB; -const DataParameter_DB DataParameter_DB_DB_MAX = DataParameter_DB_LMDB; -const int DataParameter_DB_DB_ARRAYSIZE = DataParameter_DB_DB_MAX + 1; - -const ::google::protobuf::EnumDescriptor* DataParameter_DB_descriptor(); -inline const ::std::string& DataParameter_DB_Name(DataParameter_DB value) { - return ::google::protobuf::internal::NameOfEnum( - DataParameter_DB_descriptor(), value); -} -inline bool DataParameter_DB_Parse( - const ::std::string& name, DataParameter_DB* value) { - return ::google::protobuf::internal::ParseNamedEnum( - DataParameter_DB_descriptor(), name, value); -} -enum EltwiseParameter_EltwiseOp { - EltwiseParameter_EltwiseOp_PROD = 0, - EltwiseParameter_EltwiseOp_SUM = 1, - EltwiseParameter_EltwiseOp_MAX = 2 -}; -bool EltwiseParameter_EltwiseOp_IsValid(int value); -const EltwiseParameter_EltwiseOp EltwiseParameter_EltwiseOp_EltwiseOp_MIN = EltwiseParameter_EltwiseOp_PROD; -const EltwiseParameter_EltwiseOp EltwiseParameter_EltwiseOp_EltwiseOp_MAX = EltwiseParameter_EltwiseOp_MAX; -const int EltwiseParameter_EltwiseOp_EltwiseOp_ARRAYSIZE = EltwiseParameter_EltwiseOp_EltwiseOp_MAX + 1; - -const ::google::protobuf::EnumDescriptor* EltwiseParameter_EltwiseOp_descriptor(); -inline const ::std::string& EltwiseParameter_EltwiseOp_Name(EltwiseParameter_EltwiseOp value) { - return ::google::protobuf::internal::NameOfEnum( - EltwiseParameter_EltwiseOp_descriptor(), value); -} -inline bool EltwiseParameter_EltwiseOp_Parse( - const ::std::string& name, EltwiseParameter_EltwiseOp* value) { - return ::google::protobuf::internal::ParseNamedEnum( - EltwiseParameter_EltwiseOp_descriptor(), name, value); -} -enum HingeLossParameter_Norm { - HingeLossParameter_Norm_L1 = 1, - HingeLossParameter_Norm_L2 = 2 -}; -bool HingeLossParameter_Norm_IsValid(int value); -const HingeLossParameter_Norm HingeLossParameter_Norm_Norm_MIN = HingeLossParameter_Norm_L1; -const HingeLossParameter_Norm HingeLossParameter_Norm_Norm_MAX = HingeLossParameter_Norm_L2; -const int HingeLossParameter_Norm_Norm_ARRAYSIZE = HingeLossParameter_Norm_Norm_MAX + 1; - -const ::google::protobuf::EnumDescriptor* HingeLossParameter_Norm_descriptor(); -inline const ::std::string& HingeLossParameter_Norm_Name(HingeLossParameter_Norm value) { - return ::google::protobuf::internal::NameOfEnum( - HingeLossParameter_Norm_descriptor(), value); -} -inline bool HingeLossParameter_Norm_Parse( - const ::std::string& name, HingeLossParameter_Norm* value) { - return ::google::protobuf::internal::ParseNamedEnum( - HingeLossParameter_Norm_descriptor(), name, value); -} -enum LRNParameter_NormRegion { - LRNParameter_NormRegion_ACROSS_CHANNELS = 0, - LRNParameter_NormRegion_WITHIN_CHANNEL = 1 -}; -bool LRNParameter_NormRegion_IsValid(int value); -const LRNParameter_NormRegion LRNParameter_NormRegion_NormRegion_MIN = LRNParameter_NormRegion_ACROSS_CHANNELS; -const LRNParameter_NormRegion LRNParameter_NormRegion_NormRegion_MAX = LRNParameter_NormRegion_WITHIN_CHANNEL; -const int LRNParameter_NormRegion_NormRegion_ARRAYSIZE = LRNParameter_NormRegion_NormRegion_MAX + 1; - -const ::google::protobuf::EnumDescriptor* LRNParameter_NormRegion_descriptor(); -inline const ::std::string& LRNParameter_NormRegion_Name(LRNParameter_NormRegion value) { - return ::google::protobuf::internal::NameOfEnum( - LRNParameter_NormRegion_descriptor(), value); -} -inline bool LRNParameter_NormRegion_Parse( - const ::std::string& name, LRNParameter_NormRegion* value) { - return ::google::protobuf::internal::ParseNamedEnum( - LRNParameter_NormRegion_descriptor(), name, value); -} -enum LRNParameter_Engine { - LRNParameter_Engine_DEFAULT = 0, - LRNParameter_Engine_CAFFE = 1, - LRNParameter_Engine_CUDNN = 2 -}; -bool LRNParameter_Engine_IsValid(int value); -const LRNParameter_Engine LRNParameter_Engine_Engine_MIN = LRNParameter_Engine_DEFAULT; -const LRNParameter_Engine LRNParameter_Engine_Engine_MAX = LRNParameter_Engine_CUDNN; -const int LRNParameter_Engine_Engine_ARRAYSIZE = LRNParameter_Engine_Engine_MAX + 1; - -const ::google::protobuf::EnumDescriptor* LRNParameter_Engine_descriptor(); -inline const ::std::string& LRNParameter_Engine_Name(LRNParameter_Engine value) { - return ::google::protobuf::internal::NameOfEnum( - LRNParameter_Engine_descriptor(), value); -} -inline bool LRNParameter_Engine_Parse( - const ::std::string& name, LRNParameter_Engine* value) { - return ::google::protobuf::internal::ParseNamedEnum( - LRNParameter_Engine_descriptor(), name, value); -} -enum PoolingParameter_PoolMethod { - PoolingParameter_PoolMethod_MAX = 0, - PoolingParameter_PoolMethod_AVE = 1, - PoolingParameter_PoolMethod_STOCHASTIC = 2 -}; -bool PoolingParameter_PoolMethod_IsValid(int value); -const PoolingParameter_PoolMethod PoolingParameter_PoolMethod_PoolMethod_MIN = PoolingParameter_PoolMethod_MAX; -const PoolingParameter_PoolMethod PoolingParameter_PoolMethod_PoolMethod_MAX = PoolingParameter_PoolMethod_STOCHASTIC; -const int PoolingParameter_PoolMethod_PoolMethod_ARRAYSIZE = PoolingParameter_PoolMethod_PoolMethod_MAX + 1; - -const ::google::protobuf::EnumDescriptor* PoolingParameter_PoolMethod_descriptor(); -inline const ::std::string& PoolingParameter_PoolMethod_Name(PoolingParameter_PoolMethod value) { - return ::google::protobuf::internal::NameOfEnum( - PoolingParameter_PoolMethod_descriptor(), value); -} -inline bool PoolingParameter_PoolMethod_Parse( - const ::std::string& name, PoolingParameter_PoolMethod* value) { - return ::google::protobuf::internal::ParseNamedEnum( - PoolingParameter_PoolMethod_descriptor(), name, value); -} -enum PoolingParameter_Engine { - PoolingParameter_Engine_DEFAULT = 0, - PoolingParameter_Engine_CAFFE = 1, - PoolingParameter_Engine_CUDNN = 2 -}; -bool PoolingParameter_Engine_IsValid(int value); -const PoolingParameter_Engine PoolingParameter_Engine_Engine_MIN = PoolingParameter_Engine_DEFAULT; -const PoolingParameter_Engine PoolingParameter_Engine_Engine_MAX = PoolingParameter_Engine_CUDNN; -const int PoolingParameter_Engine_Engine_ARRAYSIZE = PoolingParameter_Engine_Engine_MAX + 1; - -const ::google::protobuf::EnumDescriptor* PoolingParameter_Engine_descriptor(); -inline const ::std::string& PoolingParameter_Engine_Name(PoolingParameter_Engine value) { - return ::google::protobuf::internal::NameOfEnum( - PoolingParameter_Engine_descriptor(), value); -} -inline bool PoolingParameter_Engine_Parse( - const ::std::string& name, PoolingParameter_Engine* value) { - return ::google::protobuf::internal::ParseNamedEnum( - PoolingParameter_Engine_descriptor(), name, value); -} -enum ReductionParameter_ReductionOp { - ReductionParameter_ReductionOp_SUM = 1, - ReductionParameter_ReductionOp_ASUM = 2, - ReductionParameter_ReductionOp_SUMSQ = 3, - ReductionParameter_ReductionOp_MEAN = 4 -}; -bool ReductionParameter_ReductionOp_IsValid(int value); -const ReductionParameter_ReductionOp ReductionParameter_ReductionOp_ReductionOp_MIN = ReductionParameter_ReductionOp_SUM; -const ReductionParameter_ReductionOp ReductionParameter_ReductionOp_ReductionOp_MAX = ReductionParameter_ReductionOp_MEAN; -const int ReductionParameter_ReductionOp_ReductionOp_ARRAYSIZE = ReductionParameter_ReductionOp_ReductionOp_MAX + 1; - -const ::google::protobuf::EnumDescriptor* ReductionParameter_ReductionOp_descriptor(); -inline const ::std::string& ReductionParameter_ReductionOp_Name(ReductionParameter_ReductionOp value) { - return ::google::protobuf::internal::NameOfEnum( - ReductionParameter_ReductionOp_descriptor(), value); -} -inline bool ReductionParameter_ReductionOp_Parse( - const ::std::string& name, ReductionParameter_ReductionOp* value) { - return ::google::protobuf::internal::ParseNamedEnum( - ReductionParameter_ReductionOp_descriptor(), name, value); -} -enum ReLUParameter_Engine { - ReLUParameter_Engine_DEFAULT = 0, - ReLUParameter_Engine_CAFFE = 1, - ReLUParameter_Engine_CUDNN = 2 -}; -bool ReLUParameter_Engine_IsValid(int value); -const ReLUParameter_Engine ReLUParameter_Engine_Engine_MIN = ReLUParameter_Engine_DEFAULT; -const ReLUParameter_Engine ReLUParameter_Engine_Engine_MAX = ReLUParameter_Engine_CUDNN; -const int ReLUParameter_Engine_Engine_ARRAYSIZE = ReLUParameter_Engine_Engine_MAX + 1; - -const ::google::protobuf::EnumDescriptor* ReLUParameter_Engine_descriptor(); -inline const ::std::string& ReLUParameter_Engine_Name(ReLUParameter_Engine value) { - return ::google::protobuf::internal::NameOfEnum( - ReLUParameter_Engine_descriptor(), value); -} -inline bool ReLUParameter_Engine_Parse( - const ::std::string& name, ReLUParameter_Engine* value) { - return ::google::protobuf::internal::ParseNamedEnum( - ReLUParameter_Engine_descriptor(), name, value); -} -enum SigmoidParameter_Engine { - SigmoidParameter_Engine_DEFAULT = 0, - SigmoidParameter_Engine_CAFFE = 1, - SigmoidParameter_Engine_CUDNN = 2 -}; -bool SigmoidParameter_Engine_IsValid(int value); -const SigmoidParameter_Engine SigmoidParameter_Engine_Engine_MIN = SigmoidParameter_Engine_DEFAULT; -const SigmoidParameter_Engine SigmoidParameter_Engine_Engine_MAX = SigmoidParameter_Engine_CUDNN; -const int SigmoidParameter_Engine_Engine_ARRAYSIZE = SigmoidParameter_Engine_Engine_MAX + 1; - -const ::google::protobuf::EnumDescriptor* SigmoidParameter_Engine_descriptor(); -inline const ::std::string& SigmoidParameter_Engine_Name(SigmoidParameter_Engine value) { - return ::google::protobuf::internal::NameOfEnum( - SigmoidParameter_Engine_descriptor(), value); -} -inline bool SigmoidParameter_Engine_Parse( - const ::std::string& name, SigmoidParameter_Engine* value) { - return ::google::protobuf::internal::ParseNamedEnum( - SigmoidParameter_Engine_descriptor(), name, value); -} -enum SoftmaxParameter_Engine { - SoftmaxParameter_Engine_DEFAULT = 0, - SoftmaxParameter_Engine_CAFFE = 1, - SoftmaxParameter_Engine_CUDNN = 2 -}; -bool SoftmaxParameter_Engine_IsValid(int value); -const SoftmaxParameter_Engine SoftmaxParameter_Engine_Engine_MIN = SoftmaxParameter_Engine_DEFAULT; -const SoftmaxParameter_Engine SoftmaxParameter_Engine_Engine_MAX = SoftmaxParameter_Engine_CUDNN; -const int SoftmaxParameter_Engine_Engine_ARRAYSIZE = SoftmaxParameter_Engine_Engine_MAX + 1; - -const ::google::protobuf::EnumDescriptor* SoftmaxParameter_Engine_descriptor(); -inline const ::std::string& SoftmaxParameter_Engine_Name(SoftmaxParameter_Engine value) { - return ::google::protobuf::internal::NameOfEnum( - SoftmaxParameter_Engine_descriptor(), value); -} -inline bool SoftmaxParameter_Engine_Parse( - const ::std::string& name, SoftmaxParameter_Engine* value) { - return ::google::protobuf::internal::ParseNamedEnum( - SoftmaxParameter_Engine_descriptor(), name, value); -} -enum TanHParameter_Engine { - TanHParameter_Engine_DEFAULT = 0, - TanHParameter_Engine_CAFFE = 1, - TanHParameter_Engine_CUDNN = 2 -}; -bool TanHParameter_Engine_IsValid(int value); -const TanHParameter_Engine TanHParameter_Engine_Engine_MIN = TanHParameter_Engine_DEFAULT; -const TanHParameter_Engine TanHParameter_Engine_Engine_MAX = TanHParameter_Engine_CUDNN; -const int TanHParameter_Engine_Engine_ARRAYSIZE = TanHParameter_Engine_Engine_MAX + 1; - -const ::google::protobuf::EnumDescriptor* TanHParameter_Engine_descriptor(); -inline const ::std::string& TanHParameter_Engine_Name(TanHParameter_Engine value) { - return ::google::protobuf::internal::NameOfEnum( - TanHParameter_Engine_descriptor(), value); -} -inline bool TanHParameter_Engine_Parse( - const ::std::string& name, TanHParameter_Engine* value) { - return ::google::protobuf::internal::ParseNamedEnum( - TanHParameter_Engine_descriptor(), name, value); -} -enum SPPParameter_PoolMethod { - SPPParameter_PoolMethod_MAX = 0, - SPPParameter_PoolMethod_AVE = 1, - SPPParameter_PoolMethod_STOCHASTIC = 2 -}; -bool SPPParameter_PoolMethod_IsValid(int value); -const SPPParameter_PoolMethod SPPParameter_PoolMethod_PoolMethod_MIN = SPPParameter_PoolMethod_MAX; -const SPPParameter_PoolMethod SPPParameter_PoolMethod_PoolMethod_MAX = SPPParameter_PoolMethod_STOCHASTIC; -const int SPPParameter_PoolMethod_PoolMethod_ARRAYSIZE = SPPParameter_PoolMethod_PoolMethod_MAX + 1; - -const ::google::protobuf::EnumDescriptor* SPPParameter_PoolMethod_descriptor(); -inline const ::std::string& SPPParameter_PoolMethod_Name(SPPParameter_PoolMethod value) { - return ::google::protobuf::internal::NameOfEnum( - SPPParameter_PoolMethod_descriptor(), value); -} -inline bool SPPParameter_PoolMethod_Parse( - const ::std::string& name, SPPParameter_PoolMethod* value) { - return ::google::protobuf::internal::ParseNamedEnum( - SPPParameter_PoolMethod_descriptor(), name, value); -} -enum SPPParameter_Engine { - SPPParameter_Engine_DEFAULT = 0, - SPPParameter_Engine_CAFFE = 1, - SPPParameter_Engine_CUDNN = 2 -}; -bool SPPParameter_Engine_IsValid(int value); -const SPPParameter_Engine SPPParameter_Engine_Engine_MIN = SPPParameter_Engine_DEFAULT; -const SPPParameter_Engine SPPParameter_Engine_Engine_MAX = SPPParameter_Engine_CUDNN; -const int SPPParameter_Engine_Engine_ARRAYSIZE = SPPParameter_Engine_Engine_MAX + 1; - -const ::google::protobuf::EnumDescriptor* SPPParameter_Engine_descriptor(); -inline const ::std::string& SPPParameter_Engine_Name(SPPParameter_Engine value) { - return ::google::protobuf::internal::NameOfEnum( - SPPParameter_Engine_descriptor(), value); -} -inline bool SPPParameter_Engine_Parse( - const ::std::string& name, SPPParameter_Engine* value) { - return ::google::protobuf::internal::ParseNamedEnum( - SPPParameter_Engine_descriptor(), name, value); -} -enum V1LayerParameter_LayerType { - V1LayerParameter_LayerType_NONE = 0, - V1LayerParameter_LayerType_ABSVAL = 35, - V1LayerParameter_LayerType_ACCURACY = 1, - V1LayerParameter_LayerType_ARGMAX = 30, - V1LayerParameter_LayerType_BNLL = 2, - V1LayerParameter_LayerType_CONCAT = 3, - V1LayerParameter_LayerType_CONTRASTIVE_LOSS = 37, - V1LayerParameter_LayerType_CONVOLUTION = 4, - V1LayerParameter_LayerType_DATA = 5, - V1LayerParameter_LayerType_DECONVOLUTION = 39, - V1LayerParameter_LayerType_DROPOUT = 6, - V1LayerParameter_LayerType_DUMMY_DATA = 32, - V1LayerParameter_LayerType_EUCLIDEAN_LOSS = 7, - V1LayerParameter_LayerType_ELTWISE = 25, - V1LayerParameter_LayerType_EXP = 38, - V1LayerParameter_LayerType_FLATTEN = 8, - V1LayerParameter_LayerType_HDF5_DATA = 9, - V1LayerParameter_LayerType_HDF5_OUTPUT = 10, - V1LayerParameter_LayerType_HINGE_LOSS = 28, - V1LayerParameter_LayerType_IM2COL = 11, - V1LayerParameter_LayerType_IMAGE_DATA = 12, - V1LayerParameter_LayerType_INFOGAIN_LOSS = 13, - V1LayerParameter_LayerType_INNER_PRODUCT = 14, - V1LayerParameter_LayerType_LRN = 15, - V1LayerParameter_LayerType_MEMORY_DATA = 29, - V1LayerParameter_LayerType_MULTINOMIAL_LOGISTIC_LOSS = 16, - V1LayerParameter_LayerType_MVN = 34, - V1LayerParameter_LayerType_POOLING = 17, - V1LayerParameter_LayerType_POWER = 26, - V1LayerParameter_LayerType_RELU = 18, - V1LayerParameter_LayerType_SIGMOID = 19, - V1LayerParameter_LayerType_SIGMOID_CROSS_ENTROPY_LOSS = 27, - V1LayerParameter_LayerType_SILENCE = 36, - V1LayerParameter_LayerType_SOFTMAX = 20, - V1LayerParameter_LayerType_SOFTMAX_LOSS = 21, - V1LayerParameter_LayerType_SPLIT = 22, - V1LayerParameter_LayerType_SLICE = 33, - V1LayerParameter_LayerType_TANH = 23, - V1LayerParameter_LayerType_WINDOW_DATA = 24, - V1LayerParameter_LayerType_THRESHOLD = 31 -}; -bool V1LayerParameter_LayerType_IsValid(int value); -const V1LayerParameter_LayerType V1LayerParameter_LayerType_LayerType_MIN = V1LayerParameter_LayerType_NONE; -const V1LayerParameter_LayerType V1LayerParameter_LayerType_LayerType_MAX = V1LayerParameter_LayerType_DECONVOLUTION; -const int V1LayerParameter_LayerType_LayerType_ARRAYSIZE = V1LayerParameter_LayerType_LayerType_MAX + 1; - -const ::google::protobuf::EnumDescriptor* V1LayerParameter_LayerType_descriptor(); -inline const ::std::string& V1LayerParameter_LayerType_Name(V1LayerParameter_LayerType value) { - return ::google::protobuf::internal::NameOfEnum( - V1LayerParameter_LayerType_descriptor(), value); -} -inline bool V1LayerParameter_LayerType_Parse( - const ::std::string& name, V1LayerParameter_LayerType* value) { - return ::google::protobuf::internal::ParseNamedEnum( - V1LayerParameter_LayerType_descriptor(), name, value); -} -enum V1LayerParameter_DimCheckMode { - V1LayerParameter_DimCheckMode_STRICT = 0, - V1LayerParameter_DimCheckMode_PERMISSIVE = 1 -}; -bool V1LayerParameter_DimCheckMode_IsValid(int value); -const V1LayerParameter_DimCheckMode V1LayerParameter_DimCheckMode_DimCheckMode_MIN = V1LayerParameter_DimCheckMode_STRICT; -const V1LayerParameter_DimCheckMode V1LayerParameter_DimCheckMode_DimCheckMode_MAX = V1LayerParameter_DimCheckMode_PERMISSIVE; -const int V1LayerParameter_DimCheckMode_DimCheckMode_ARRAYSIZE = V1LayerParameter_DimCheckMode_DimCheckMode_MAX + 1; - -const ::google::protobuf::EnumDescriptor* V1LayerParameter_DimCheckMode_descriptor(); -inline const ::std::string& V1LayerParameter_DimCheckMode_Name(V1LayerParameter_DimCheckMode value) { - return ::google::protobuf::internal::NameOfEnum( - V1LayerParameter_DimCheckMode_descriptor(), value); -} -inline bool V1LayerParameter_DimCheckMode_Parse( - const ::std::string& name, V1LayerParameter_DimCheckMode* value) { - return ::google::protobuf::internal::ParseNamedEnum( - V1LayerParameter_DimCheckMode_descriptor(), name, value); -} -enum V0LayerParameter_PoolMethod { - V0LayerParameter_PoolMethod_MAX = 0, - V0LayerParameter_PoolMethod_AVE = 1, - V0LayerParameter_PoolMethod_STOCHASTIC = 2 -}; -bool V0LayerParameter_PoolMethod_IsValid(int value); -const V0LayerParameter_PoolMethod V0LayerParameter_PoolMethod_PoolMethod_MIN = V0LayerParameter_PoolMethod_MAX; -const V0LayerParameter_PoolMethod V0LayerParameter_PoolMethod_PoolMethod_MAX = V0LayerParameter_PoolMethod_STOCHASTIC; -const int V0LayerParameter_PoolMethod_PoolMethod_ARRAYSIZE = V0LayerParameter_PoolMethod_PoolMethod_MAX + 1; - -const ::google::protobuf::EnumDescriptor* V0LayerParameter_PoolMethod_descriptor(); -inline const ::std::string& V0LayerParameter_PoolMethod_Name(V0LayerParameter_PoolMethod value) { - return ::google::protobuf::internal::NameOfEnum( - V0LayerParameter_PoolMethod_descriptor(), value); -} -inline bool V0LayerParameter_PoolMethod_Parse( - const ::std::string& name, V0LayerParameter_PoolMethod* value) { - return ::google::protobuf::internal::ParseNamedEnum( - V0LayerParameter_PoolMethod_descriptor(), name, value); -} -enum Phase { - TRAIN = 0, - TEST = 1 -}; -bool Phase_IsValid(int value); -const Phase Phase_MIN = TRAIN; -const Phase Phase_MAX = TEST; -const int Phase_ARRAYSIZE = Phase_MAX + 1; - -const ::google::protobuf::EnumDescriptor* Phase_descriptor(); -inline const ::std::string& Phase_Name(Phase value) { - return ::google::protobuf::internal::NameOfEnum( - Phase_descriptor(), value); -} -inline bool Phase_Parse( - const ::std::string& name, Phase* value) { - return ::google::protobuf::internal::ParseNamedEnum( - Phase_descriptor(), name, value); -} -// =================================================================== - -class BlobShape : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.BlobShape) */ { - public: - BlobShape(); - virtual ~BlobShape(); - - BlobShape(const BlobShape& from); - - inline BlobShape& operator=(const BlobShape& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const BlobShape& default_instance(); - - static const BlobShape* internal_default_instance(); - - void Swap(BlobShape* other); - - // implements Message ---------------------------------------------- - - inline BlobShape* New() const { return New(NULL); } - - BlobShape* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const BlobShape& from); - void MergeFrom(const BlobShape& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(BlobShape* other); - void UnsafeMergeFrom(const BlobShape& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // repeated int64 dim = 1 [packed = true]; - int dim_size() const; - void clear_dim(); - static const int kDimFieldNumber = 1; - ::google::protobuf::int64 dim(int index) const; - void set_dim(int index, ::google::protobuf::int64 value); - void add_dim(::google::protobuf::int64 value); - const ::google::protobuf::RepeatedField< ::google::protobuf::int64 >& - dim() const; - ::google::protobuf::RepeatedField< ::google::protobuf::int64 >* - mutable_dim(); - - // @@protoc_insertion_point(class_scope:caffe.BlobShape) - private: - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - ::google::protobuf::RepeatedField< ::google::protobuf::int64 > dim_; - mutable int _dim_cached_byte_size_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed BlobShape_default_instance_; - -// ------------------------------------------------------------------- - -class BlobProto : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.BlobProto) */ { - public: - BlobProto(); - virtual ~BlobProto(); - - BlobProto(const BlobProto& from); - - inline BlobProto& operator=(const BlobProto& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const BlobProto& default_instance(); - - static const BlobProto* internal_default_instance(); - - void Swap(BlobProto* other); - - // implements Message ---------------------------------------------- - - inline BlobProto* New() const { return New(NULL); } - - BlobProto* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const BlobProto& from); - void MergeFrom(const BlobProto& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(BlobProto* other); - void UnsafeMergeFrom(const BlobProto& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional .caffe.BlobShape shape = 7; - bool has_shape() const; - void clear_shape(); - static const int kShapeFieldNumber = 7; - const ::caffe::BlobShape& shape() const; - ::caffe::BlobShape* mutable_shape(); - ::caffe::BlobShape* release_shape(); - void set_allocated_shape(::caffe::BlobShape* shape); - - // repeated float data = 5 [packed = true]; - int data_size() const; - void clear_data(); - static const int kDataFieldNumber = 5; - float data(int index) const; - void set_data(int index, float value); - void add_data(float value); - const ::google::protobuf::RepeatedField< float >& - data() const; - ::google::protobuf::RepeatedField< float >* - mutable_data(); - - // repeated float diff = 6 [packed = true]; - int diff_size() const; - void clear_diff(); - static const int kDiffFieldNumber = 6; - float diff(int index) const; - void set_diff(int index, float value); - void add_diff(float value); - const ::google::protobuf::RepeatedField< float >& - diff() const; - ::google::protobuf::RepeatedField< float >* - mutable_diff(); - - // repeated double double_data = 8 [packed = true]; - int double_data_size() const; - void clear_double_data(); - static const int kDoubleDataFieldNumber = 8; - double double_data(int index) const; - void set_double_data(int index, double value); - void add_double_data(double value); - const ::google::protobuf::RepeatedField< double >& - double_data() const; - ::google::protobuf::RepeatedField< double >* - mutable_double_data(); - - // repeated double double_diff = 9 [packed = true]; - int double_diff_size() const; - void clear_double_diff(); - static const int kDoubleDiffFieldNumber = 9; - double double_diff(int index) const; - void set_double_diff(int index, double value); - void add_double_diff(double value); - const ::google::protobuf::RepeatedField< double >& - double_diff() const; - ::google::protobuf::RepeatedField< double >* - mutable_double_diff(); - - // optional int32 num = 1 [default = 0]; - bool has_num() const; - void clear_num(); - static const int kNumFieldNumber = 1; - ::google::protobuf::int32 num() const; - void set_num(::google::protobuf::int32 value); - - // optional int32 channels = 2 [default = 0]; - bool has_channels() const; - void clear_channels(); - static const int kChannelsFieldNumber = 2; - ::google::protobuf::int32 channels() const; - void set_channels(::google::protobuf::int32 value); - - // optional int32 height = 3 [default = 0]; - bool has_height() const; - void clear_height(); - static const int kHeightFieldNumber = 3; - ::google::protobuf::int32 height() const; - void set_height(::google::protobuf::int32 value); - - // optional int32 width = 4 [default = 0]; - bool has_width() const; - void clear_width(); - static const int kWidthFieldNumber = 4; - ::google::protobuf::int32 width() const; - void set_width(::google::protobuf::int32 value); - - // @@protoc_insertion_point(class_scope:caffe.BlobProto) - private: - inline void set_has_shape(); - inline void clear_has_shape(); - inline void set_has_num(); - inline void clear_has_num(); - inline void set_has_channels(); - inline void clear_has_channels(); - inline void set_has_height(); - inline void clear_has_height(); - inline void set_has_width(); - inline void clear_has_width(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - ::google::protobuf::RepeatedField< float > data_; - mutable int _data_cached_byte_size_; - ::google::protobuf::RepeatedField< float > diff_; - mutable int _diff_cached_byte_size_; - ::google::protobuf::RepeatedField< double > double_data_; - mutable int _double_data_cached_byte_size_; - ::google::protobuf::RepeatedField< double > double_diff_; - mutable int _double_diff_cached_byte_size_; - ::caffe::BlobShape* shape_; - ::google::protobuf::int32 num_; - ::google::protobuf::int32 channels_; - ::google::protobuf::int32 height_; - ::google::protobuf::int32 width_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed BlobProto_default_instance_; - -// ------------------------------------------------------------------- - -class BlobProtoVector : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.BlobProtoVector) */ { - public: - BlobProtoVector(); - virtual ~BlobProtoVector(); - - BlobProtoVector(const BlobProtoVector& from); - - inline BlobProtoVector& operator=(const BlobProtoVector& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const BlobProtoVector& default_instance(); - - static const BlobProtoVector* internal_default_instance(); - - void Swap(BlobProtoVector* other); - - // implements Message ---------------------------------------------- - - inline BlobProtoVector* New() const { return New(NULL); } - - BlobProtoVector* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const BlobProtoVector& from); - void MergeFrom(const BlobProtoVector& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(BlobProtoVector* other); - void UnsafeMergeFrom(const BlobProtoVector& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // repeated .caffe.BlobProto blobs = 1; - int blobs_size() const; - void clear_blobs(); - static const int kBlobsFieldNumber = 1; - const ::caffe::BlobProto& blobs(int index) const; - ::caffe::BlobProto* mutable_blobs(int index); - ::caffe::BlobProto* add_blobs(); - ::google::protobuf::RepeatedPtrField< ::caffe::BlobProto >* - mutable_blobs(); - const ::google::protobuf::RepeatedPtrField< ::caffe::BlobProto >& - blobs() const; - - // @@protoc_insertion_point(class_scope:caffe.BlobProtoVector) - private: - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - ::google::protobuf::RepeatedPtrField< ::caffe::BlobProto > blobs_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed BlobProtoVector_default_instance_; - -// ------------------------------------------------------------------- - -class PermuteParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.PermuteParameter) */ { - public: - PermuteParameter(); - virtual ~PermuteParameter(); - - PermuteParameter(const PermuteParameter& from); - - inline PermuteParameter& operator=(const PermuteParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const PermuteParameter& default_instance(); - - static const PermuteParameter* internal_default_instance(); - - void Swap(PermuteParameter* other); - - // implements Message ---------------------------------------------- - - inline PermuteParameter* New() const { return New(NULL); } - - PermuteParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const PermuteParameter& from); - void MergeFrom(const PermuteParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(PermuteParameter* other); - void UnsafeMergeFrom(const PermuteParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // repeated uint32 order = 1; - int order_size() const; - void clear_order(); - static const int kOrderFieldNumber = 1; - ::google::protobuf::uint32 order(int index) const; - void set_order(int index, ::google::protobuf::uint32 value); - void add_order(::google::protobuf::uint32 value); - const ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >& - order() const; - ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >* - mutable_order(); - - // @@protoc_insertion_point(class_scope:caffe.PermuteParameter) - private: - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - ::google::protobuf::RepeatedField< ::google::protobuf::uint32 > order_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed PermuteParameter_default_instance_; - -// ------------------------------------------------------------------- - -class NormalizeBBoxParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.NormalizeBBoxParameter) */ { - public: - NormalizeBBoxParameter(); - virtual ~NormalizeBBoxParameter(); - - NormalizeBBoxParameter(const NormalizeBBoxParameter& from); - - inline NormalizeBBoxParameter& operator=(const NormalizeBBoxParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const NormalizeBBoxParameter& default_instance(); - - static const NormalizeBBoxParameter* internal_default_instance(); - - void Swap(NormalizeBBoxParameter* other); - - // implements Message ---------------------------------------------- - - inline NormalizeBBoxParameter* New() const { return New(NULL); } - - NormalizeBBoxParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const NormalizeBBoxParameter& from); - void MergeFrom(const NormalizeBBoxParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(NormalizeBBoxParameter* other); - void UnsafeMergeFrom(const NormalizeBBoxParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional bool across_spatial = 1 [default = true]; - bool has_across_spatial() const; - void clear_across_spatial(); - static const int kAcrossSpatialFieldNumber = 1; - bool across_spatial() const; - void set_across_spatial(bool value); - - // optional .caffe.FillerParameter scale_filler = 2; - bool has_scale_filler() const; - void clear_scale_filler(); - static const int kScaleFillerFieldNumber = 2; - const ::caffe::FillerParameter& scale_filler() const; - ::caffe::FillerParameter* mutable_scale_filler(); - ::caffe::FillerParameter* release_scale_filler(); - void set_allocated_scale_filler(::caffe::FillerParameter* scale_filler); - - // optional bool channel_shared = 3 [default = true]; - bool has_channel_shared() const; - void clear_channel_shared(); - static const int kChannelSharedFieldNumber = 3; - bool channel_shared() const; - void set_channel_shared(bool value); - - // optional float eps = 4 [default = 1e-10]; - bool has_eps() const; - void clear_eps(); - static const int kEpsFieldNumber = 4; - float eps() const; - void set_eps(float value); - - // @@protoc_insertion_point(class_scope:caffe.NormalizeBBoxParameter) - private: - inline void set_has_across_spatial(); - inline void clear_has_across_spatial(); - inline void set_has_scale_filler(); - inline void clear_has_scale_filler(); - inline void set_has_channel_shared(); - inline void clear_has_channel_shared(); - inline void set_has_eps(); - inline void clear_has_eps(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - ::caffe::FillerParameter* scale_filler_; - bool across_spatial_; - bool channel_shared_; - float eps_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed NormalizeBBoxParameter_default_instance_; - -// ------------------------------------------------------------------- - -class PriorBoxParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.PriorBoxParameter) */ { - public: - PriorBoxParameter(); - virtual ~PriorBoxParameter(); - - PriorBoxParameter(const PriorBoxParameter& from); - - inline PriorBoxParameter& operator=(const PriorBoxParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const PriorBoxParameter& default_instance(); - - static const PriorBoxParameter* internal_default_instance(); - - void Swap(PriorBoxParameter* other); - - // implements Message ---------------------------------------------- - - inline PriorBoxParameter* New() const { return New(NULL); } - - PriorBoxParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const PriorBoxParameter& from); - void MergeFrom(const PriorBoxParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(PriorBoxParameter* other); - void UnsafeMergeFrom(const PriorBoxParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - typedef PriorBoxParameter_CodeType CodeType; - static const CodeType CORNER = - PriorBoxParameter_CodeType_CORNER; - static const CodeType CENTER_SIZE = - PriorBoxParameter_CodeType_CENTER_SIZE; - static inline bool CodeType_IsValid(int value) { - return PriorBoxParameter_CodeType_IsValid(value); - } - static const CodeType CodeType_MIN = - PriorBoxParameter_CodeType_CodeType_MIN; - static const CodeType CodeType_MAX = - PriorBoxParameter_CodeType_CodeType_MAX; - static const int CodeType_ARRAYSIZE = - PriorBoxParameter_CodeType_CodeType_ARRAYSIZE; - static inline const ::google::protobuf::EnumDescriptor* - CodeType_descriptor() { - return PriorBoxParameter_CodeType_descriptor(); - } - static inline const ::std::string& CodeType_Name(CodeType value) { - return PriorBoxParameter_CodeType_Name(value); - } - static inline bool CodeType_Parse(const ::std::string& name, - CodeType* value) { - return PriorBoxParameter_CodeType_Parse(name, value); - } - - // accessors ------------------------------------------------------- - - // optional float min_size = 1; - bool has_min_size() const; - void clear_min_size(); - static const int kMinSizeFieldNumber = 1; - float min_size() const; - void set_min_size(float value); - - // optional float max_size = 2; - bool has_max_size() const; - void clear_max_size(); - static const int kMaxSizeFieldNumber = 2; - float max_size() const; - void set_max_size(float value); - - // repeated float aspect_ratio = 3; - int aspect_ratio_size() const; - void clear_aspect_ratio(); - static const int kAspectRatioFieldNumber = 3; - float aspect_ratio(int index) const; - void set_aspect_ratio(int index, float value); - void add_aspect_ratio(float value); - const ::google::protobuf::RepeatedField< float >& - aspect_ratio() const; - ::google::protobuf::RepeatedField< float >* - mutable_aspect_ratio(); - - // optional bool flip = 4 [default = true]; - bool has_flip() const; - void clear_flip(); - static const int kFlipFieldNumber = 4; - bool flip() const; - void set_flip(bool value); - - // optional bool clip = 5 [default = true]; - bool has_clip() const; - void clear_clip(); - static const int kClipFieldNumber = 5; - bool clip() const; - void set_clip(bool value); - - // repeated float variance = 6; - int variance_size() const; - void clear_variance(); - static const int kVarianceFieldNumber = 6; - float variance(int index) const; - void set_variance(int index, float value); - void add_variance(float value); - const ::google::protobuf::RepeatedField< float >& - variance() const; - ::google::protobuf::RepeatedField< float >* - mutable_variance(); - - // optional uint32 img_size = 7; - bool has_img_size() const; - void clear_img_size(); - static const int kImgSizeFieldNumber = 7; - ::google::protobuf::uint32 img_size() const; - void set_img_size(::google::protobuf::uint32 value); - - // optional uint32 img_h = 8; - bool has_img_h() const; - void clear_img_h(); - static const int kImgHFieldNumber = 8; - ::google::protobuf::uint32 img_h() const; - void set_img_h(::google::protobuf::uint32 value); - - // optional uint32 img_w = 9; - bool has_img_w() const; - void clear_img_w(); - static const int kImgWFieldNumber = 9; - ::google::protobuf::uint32 img_w() const; - void set_img_w(::google::protobuf::uint32 value); - - // optional float step = 10; - bool has_step() const; - void clear_step(); - static const int kStepFieldNumber = 10; - float step() const; - void set_step(float value); - - // optional float step_h = 11; - bool has_step_h() const; - void clear_step_h(); - static const int kStepHFieldNumber = 11; - float step_h() const; - void set_step_h(float value); - - // optional float step_w = 12; - bool has_step_w() const; - void clear_step_w(); - static const int kStepWFieldNumber = 12; - float step_w() const; - void set_step_w(float value); - - // optional float offset = 13 [default = 0.5]; - bool has_offset() const; - void clear_offset(); - static const int kOffsetFieldNumber = 13; - float offset() const; - void set_offset(float value); - - // @@protoc_insertion_point(class_scope:caffe.PriorBoxParameter) - private: - inline void set_has_min_size(); - inline void clear_has_min_size(); - inline void set_has_max_size(); - inline void clear_has_max_size(); - inline void set_has_flip(); - inline void clear_has_flip(); - inline void set_has_clip(); - inline void clear_has_clip(); - inline void set_has_img_size(); - inline void clear_has_img_size(); - inline void set_has_img_h(); - inline void clear_has_img_h(); - inline void set_has_img_w(); - inline void clear_has_img_w(); - inline void set_has_step(); - inline void clear_has_step(); - inline void set_has_step_h(); - inline void clear_has_step_h(); - inline void set_has_step_w(); - inline void clear_has_step_w(); - inline void set_has_offset(); - inline void clear_has_offset(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - ::google::protobuf::RepeatedField< float > aspect_ratio_; - ::google::protobuf::RepeatedField< float > variance_; - float min_size_; - float max_size_; - ::google::protobuf::uint32 img_size_; - ::google::protobuf::uint32 img_h_; - ::google::protobuf::uint32 img_w_; - float step_; - float step_h_; - float step_w_; - bool flip_; - bool clip_; - float offset_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed PriorBoxParameter_default_instance_; - -// ------------------------------------------------------------------- - -class DetectionOutputParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.DetectionOutputParameter) */ { - public: - DetectionOutputParameter(); - virtual ~DetectionOutputParameter(); - - DetectionOutputParameter(const DetectionOutputParameter& from); - - inline DetectionOutputParameter& operator=(const DetectionOutputParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const DetectionOutputParameter& default_instance(); - - static const DetectionOutputParameter* internal_default_instance(); - - void Swap(DetectionOutputParameter* other); - - // implements Message ---------------------------------------------- - - inline DetectionOutputParameter* New() const { return New(NULL); } - - DetectionOutputParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const DetectionOutputParameter& from); - void MergeFrom(const DetectionOutputParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(DetectionOutputParameter* other); - void UnsafeMergeFrom(const DetectionOutputParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional uint32 num_classes = 1; - bool has_num_classes() const; - void clear_num_classes(); - static const int kNumClassesFieldNumber = 1; - ::google::protobuf::uint32 num_classes() const; - void set_num_classes(::google::protobuf::uint32 value); - - // optional bool share_location = 2 [default = true]; - bool has_share_location() const; - void clear_share_location(); - static const int kShareLocationFieldNumber = 2; - bool share_location() const; - void set_share_location(bool value); - - // optional int32 background_label_id = 3 [default = 0]; - bool has_background_label_id() const; - void clear_background_label_id(); - static const int kBackgroundLabelIdFieldNumber = 3; - ::google::protobuf::int32 background_label_id() const; - void set_background_label_id(::google::protobuf::int32 value); - - // optional .caffe.NonMaximumSuppressionParameter nms_param = 4; - bool has_nms_param() const; - void clear_nms_param(); - static const int kNmsParamFieldNumber = 4; - const ::caffe::NonMaximumSuppressionParameter& nms_param() const; - ::caffe::NonMaximumSuppressionParameter* mutable_nms_param(); - ::caffe::NonMaximumSuppressionParameter* release_nms_param(); - void set_allocated_nms_param(::caffe::NonMaximumSuppressionParameter* nms_param); - - // optional .caffe.SaveOutputParameter save_output_param = 5; - bool has_save_output_param() const; - void clear_save_output_param(); - static const int kSaveOutputParamFieldNumber = 5; - const ::caffe::SaveOutputParameter& save_output_param() const; - ::caffe::SaveOutputParameter* mutable_save_output_param(); - ::caffe::SaveOutputParameter* release_save_output_param(); - void set_allocated_save_output_param(::caffe::SaveOutputParameter* save_output_param); - - // optional .caffe.PriorBoxParameter.CodeType code_type = 6 [default = CORNER]; - bool has_code_type() const; - void clear_code_type(); - static const int kCodeTypeFieldNumber = 6; - ::caffe::PriorBoxParameter_CodeType code_type() const; - void set_code_type(::caffe::PriorBoxParameter_CodeType value); - - // optional bool variance_encoded_in_target = 8 [default = false]; - bool has_variance_encoded_in_target() const; - void clear_variance_encoded_in_target(); - static const int kVarianceEncodedInTargetFieldNumber = 8; - bool variance_encoded_in_target() const; - void set_variance_encoded_in_target(bool value); - - // optional int32 keep_top_k = 7 [default = -1]; - bool has_keep_top_k() const; - void clear_keep_top_k(); - static const int kKeepTopKFieldNumber = 7; - ::google::protobuf::int32 keep_top_k() const; - void set_keep_top_k(::google::protobuf::int32 value); - - // optional float confidence_threshold = 9; - bool has_confidence_threshold() const; - void clear_confidence_threshold(); - static const int kConfidenceThresholdFieldNumber = 9; - float confidence_threshold() const; - void set_confidence_threshold(float value); - - // @@protoc_insertion_point(class_scope:caffe.DetectionOutputParameter) - private: - inline void set_has_num_classes(); - inline void clear_has_num_classes(); - inline void set_has_share_location(); - inline void clear_has_share_location(); - inline void set_has_background_label_id(); - inline void clear_has_background_label_id(); - inline void set_has_nms_param(); - inline void clear_has_nms_param(); - inline void set_has_save_output_param(); - inline void clear_has_save_output_param(); - inline void set_has_code_type(); - inline void clear_has_code_type(); - inline void set_has_variance_encoded_in_target(); - inline void clear_has_variance_encoded_in_target(); - inline void set_has_keep_top_k(); - inline void clear_has_keep_top_k(); - inline void set_has_confidence_threshold(); - inline void clear_has_confidence_threshold(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - ::caffe::NonMaximumSuppressionParameter* nms_param_; - ::caffe::SaveOutputParameter* save_output_param_; - ::google::protobuf::uint32 num_classes_; - ::google::protobuf::int32 background_label_id_; - bool variance_encoded_in_target_; - float confidence_threshold_; - ::google::protobuf::int32 keep_top_k_; - bool share_location_; - int code_type_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed DetectionOutputParameter_default_instance_; - -// ------------------------------------------------------------------- - -class Datum : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.Datum) */ { - public: - Datum(); - virtual ~Datum(); - - Datum(const Datum& from); - - inline Datum& operator=(const Datum& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const Datum& default_instance(); - - static const Datum* internal_default_instance(); - - void Swap(Datum* other); - - // implements Message ---------------------------------------------- - - inline Datum* New() const { return New(NULL); } - - Datum* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const Datum& from); - void MergeFrom(const Datum& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(Datum* other); - void UnsafeMergeFrom(const Datum& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional int32 channels = 1; - bool has_channels() const; - void clear_channels(); - static const int kChannelsFieldNumber = 1; - ::google::protobuf::int32 channels() const; - void set_channels(::google::protobuf::int32 value); - - // optional int32 height = 2; - bool has_height() const; - void clear_height(); - static const int kHeightFieldNumber = 2; - ::google::protobuf::int32 height() const; - void set_height(::google::protobuf::int32 value); - - // optional int32 width = 3; - bool has_width() const; - void clear_width(); - static const int kWidthFieldNumber = 3; - ::google::protobuf::int32 width() const; - void set_width(::google::protobuf::int32 value); - - // optional bytes data = 4; - bool has_data() const; - void clear_data(); - static const int kDataFieldNumber = 4; - const ::std::string& data() const; - void set_data(const ::std::string& value); - void set_data(const char* value); - void set_data(const void* value, size_t size); - ::std::string* mutable_data(); - ::std::string* release_data(); - void set_allocated_data(::std::string* data); - - // optional int32 label = 5; - bool has_label() const; - void clear_label(); - static const int kLabelFieldNumber = 5; - ::google::protobuf::int32 label() const; - void set_label(::google::protobuf::int32 value); - - // repeated float float_data = 6; - int float_data_size() const; - void clear_float_data(); - static const int kFloatDataFieldNumber = 6; - float float_data(int index) const; - void set_float_data(int index, float value); - void add_float_data(float value); - const ::google::protobuf::RepeatedField< float >& - float_data() const; - ::google::protobuf::RepeatedField< float >* - mutable_float_data(); - - // optional bool encoded = 7 [default = false]; - bool has_encoded() const; - void clear_encoded(); - static const int kEncodedFieldNumber = 7; - bool encoded() const; - void set_encoded(bool value); - - // @@protoc_insertion_point(class_scope:caffe.Datum) - private: - inline void set_has_channels(); - inline void clear_has_channels(); - inline void set_has_height(); - inline void clear_has_height(); - inline void set_has_width(); - inline void clear_has_width(); - inline void set_has_data(); - inline void clear_has_data(); - inline void set_has_label(); - inline void clear_has_label(); - inline void set_has_encoded(); - inline void clear_has_encoded(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - ::google::protobuf::RepeatedField< float > float_data_; - ::google::protobuf::internal::ArenaStringPtr data_; - ::google::protobuf::int32 channels_; - ::google::protobuf::int32 height_; - ::google::protobuf::int32 width_; - ::google::protobuf::int32 label_; - bool encoded_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed Datum_default_instance_; - -// ------------------------------------------------------------------- - -class FillerParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.FillerParameter) */ { - public: - FillerParameter(); - virtual ~FillerParameter(); - - FillerParameter(const FillerParameter& from); - - inline FillerParameter& operator=(const FillerParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const FillerParameter& default_instance(); - - static const FillerParameter* internal_default_instance(); - - void Swap(FillerParameter* other); - - // implements Message ---------------------------------------------- - - inline FillerParameter* New() const { return New(NULL); } - - FillerParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const FillerParameter& from); - void MergeFrom(const FillerParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(FillerParameter* other); - void UnsafeMergeFrom(const FillerParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - typedef FillerParameter_VarianceNorm VarianceNorm; - static const VarianceNorm FAN_IN = - FillerParameter_VarianceNorm_FAN_IN; - static const VarianceNorm FAN_OUT = - FillerParameter_VarianceNorm_FAN_OUT; - static const VarianceNorm AVERAGE = - FillerParameter_VarianceNorm_AVERAGE; - static inline bool VarianceNorm_IsValid(int value) { - return FillerParameter_VarianceNorm_IsValid(value); - } - static const VarianceNorm VarianceNorm_MIN = - FillerParameter_VarianceNorm_VarianceNorm_MIN; - static const VarianceNorm VarianceNorm_MAX = - FillerParameter_VarianceNorm_VarianceNorm_MAX; - static const int VarianceNorm_ARRAYSIZE = - FillerParameter_VarianceNorm_VarianceNorm_ARRAYSIZE; - static inline const ::google::protobuf::EnumDescriptor* - VarianceNorm_descriptor() { - return FillerParameter_VarianceNorm_descriptor(); - } - static inline const ::std::string& VarianceNorm_Name(VarianceNorm value) { - return FillerParameter_VarianceNorm_Name(value); - } - static inline bool VarianceNorm_Parse(const ::std::string& name, - VarianceNorm* value) { - return FillerParameter_VarianceNorm_Parse(name, value); - } - - // accessors ------------------------------------------------------- - - // optional string type = 1 [default = "constant"]; - bool has_type() const; - void clear_type(); - static const int kTypeFieldNumber = 1; - const ::std::string& type() const; - void set_type(const ::std::string& value); - void set_type(const char* value); - void set_type(const char* value, size_t size); - ::std::string* mutable_type(); - ::std::string* release_type(); - void set_allocated_type(::std::string* type); - - // optional float value = 2 [default = 0]; - bool has_value() const; - void clear_value(); - static const int kValueFieldNumber = 2; - float value() const; - void set_value(float value); - - // optional float min = 3 [default = 0]; - bool has_min() const; - void clear_min(); - static const int kMinFieldNumber = 3; - float min() const; - void set_min(float value); - - // optional float max = 4 [default = 1]; - bool has_max() const; - void clear_max(); - static const int kMaxFieldNumber = 4; - float max() const; - void set_max(float value); - - // optional float mean = 5 [default = 0]; - bool has_mean() const; - void clear_mean(); - static const int kMeanFieldNumber = 5; - float mean() const; - void set_mean(float value); - - // optional float std = 6 [default = 1]; - bool has_std() const; - void clear_std(); - static const int kStdFieldNumber = 6; - float std() const; - void set_std(float value); - - // optional int32 sparse = 7 [default = -1]; - bool has_sparse() const; - void clear_sparse(); - static const int kSparseFieldNumber = 7; - ::google::protobuf::int32 sparse() const; - void set_sparse(::google::protobuf::int32 value); - - // optional .caffe.FillerParameter.VarianceNorm variance_norm = 8 [default = FAN_IN]; - bool has_variance_norm() const; - void clear_variance_norm(); - static const int kVarianceNormFieldNumber = 8; - ::caffe::FillerParameter_VarianceNorm variance_norm() const; - void set_variance_norm(::caffe::FillerParameter_VarianceNorm value); - - // @@protoc_insertion_point(class_scope:caffe.FillerParameter) - private: - inline void set_has_type(); - inline void clear_has_type(); - inline void set_has_value(); - inline void clear_has_value(); - inline void set_has_min(); - inline void clear_has_min(); - inline void set_has_max(); - inline void clear_has_max(); - inline void set_has_mean(); - inline void clear_has_mean(); - inline void set_has_std(); - inline void clear_has_std(); - inline void set_has_sparse(); - inline void clear_has_sparse(); - inline void set_has_variance_norm(); - inline void clear_has_variance_norm(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - static ::std::string* _default_type_; - ::google::protobuf::internal::ArenaStringPtr type_; - float value_; - float min_; - float mean_; - int variance_norm_; - ::google::protobuf::int32 sparse_; - float max_; - float std_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed FillerParameter_default_instance_; - -// ------------------------------------------------------------------- - -class NetParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.NetParameter) */ { - public: - NetParameter(); - virtual ~NetParameter(); - - NetParameter(const NetParameter& from); - - inline NetParameter& operator=(const NetParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const NetParameter& default_instance(); - - static const NetParameter* internal_default_instance(); - - void Swap(NetParameter* other); - - // implements Message ---------------------------------------------- - - inline NetParameter* New() const { return New(NULL); } - - NetParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const NetParameter& from); - void MergeFrom(const NetParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(NetParameter* other); - void UnsafeMergeFrom(const NetParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional string name = 1; - bool has_name() const; - void clear_name(); - static const int kNameFieldNumber = 1; - const ::std::string& name() const; - void set_name(const ::std::string& value); - void set_name(const char* value); - void set_name(const char* value, size_t size); - ::std::string* mutable_name(); - ::std::string* release_name(); - void set_allocated_name(::std::string* name); - - // repeated string input = 3; - int input_size() const; - void clear_input(); - static const int kInputFieldNumber = 3; - const ::std::string& input(int index) const; - ::std::string* mutable_input(int index); - void set_input(int index, const ::std::string& value); - void set_input(int index, const char* value); - void set_input(int index, const char* value, size_t size); - ::std::string* add_input(); - void add_input(const ::std::string& value); - void add_input(const char* value); - void add_input(const char* value, size_t size); - const ::google::protobuf::RepeatedPtrField< ::std::string>& input() const; - ::google::protobuf::RepeatedPtrField< ::std::string>* mutable_input(); - - // repeated .caffe.BlobShape input_shape = 8; - int input_shape_size() const; - void clear_input_shape(); - static const int kInputShapeFieldNumber = 8; - const ::caffe::BlobShape& input_shape(int index) const; - ::caffe::BlobShape* mutable_input_shape(int index); - ::caffe::BlobShape* add_input_shape(); - ::google::protobuf::RepeatedPtrField< ::caffe::BlobShape >* - mutable_input_shape(); - const ::google::protobuf::RepeatedPtrField< ::caffe::BlobShape >& - input_shape() const; - - // repeated int32 input_dim = 4; - int input_dim_size() const; - void clear_input_dim(); - static const int kInputDimFieldNumber = 4; - ::google::protobuf::int32 input_dim(int index) const; - void set_input_dim(int index, ::google::protobuf::int32 value); - void add_input_dim(::google::protobuf::int32 value); - const ::google::protobuf::RepeatedField< ::google::protobuf::int32 >& - input_dim() const; - ::google::protobuf::RepeatedField< ::google::protobuf::int32 >* - mutable_input_dim(); - - // optional bool force_backward = 5 [default = false]; - bool has_force_backward() const; - void clear_force_backward(); - static const int kForceBackwardFieldNumber = 5; - bool force_backward() const; - void set_force_backward(bool value); - - // optional .caffe.NetState state = 6; - bool has_state() const; - void clear_state(); - static const int kStateFieldNumber = 6; - const ::caffe::NetState& state() const; - ::caffe::NetState* mutable_state(); - ::caffe::NetState* release_state(); - void set_allocated_state(::caffe::NetState* state); - - // optional bool debug_info = 7 [default = false]; - bool has_debug_info() const; - void clear_debug_info(); - static const int kDebugInfoFieldNumber = 7; - bool debug_info() const; - void set_debug_info(bool value); - - // repeated .caffe.LayerParameter layer = 100; - int layer_size() const; - void clear_layer(); - static const int kLayerFieldNumber = 100; - const ::caffe::LayerParameter& layer(int index) const; - ::caffe::LayerParameter* mutable_layer(int index); - ::caffe::LayerParameter* add_layer(); - ::google::protobuf::RepeatedPtrField< ::caffe::LayerParameter >* - mutable_layer(); - const ::google::protobuf::RepeatedPtrField< ::caffe::LayerParameter >& - layer() const; - - // repeated .caffe.V1LayerParameter layers = 2; - int layers_size() const; - void clear_layers(); - static const int kLayersFieldNumber = 2; - const ::caffe::V1LayerParameter& layers(int index) const; - ::caffe::V1LayerParameter* mutable_layers(int index); - ::caffe::V1LayerParameter* add_layers(); - ::google::protobuf::RepeatedPtrField< ::caffe::V1LayerParameter >* - mutable_layers(); - const ::google::protobuf::RepeatedPtrField< ::caffe::V1LayerParameter >& - layers() const; - - // @@protoc_insertion_point(class_scope:caffe.NetParameter) - private: - inline void set_has_name(); - inline void clear_has_name(); - inline void set_has_force_backward(); - inline void clear_has_force_backward(); - inline void set_has_state(); - inline void clear_has_state(); - inline void set_has_debug_info(); - inline void clear_has_debug_info(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - ::google::protobuf::RepeatedPtrField< ::std::string> input_; - ::google::protobuf::RepeatedPtrField< ::caffe::BlobShape > input_shape_; - ::google::protobuf::RepeatedField< ::google::protobuf::int32 > input_dim_; - ::google::protobuf::RepeatedPtrField< ::caffe::LayerParameter > layer_; - ::google::protobuf::RepeatedPtrField< ::caffe::V1LayerParameter > layers_; - ::google::protobuf::internal::ArenaStringPtr name_; - ::caffe::NetState* state_; - bool force_backward_; - bool debug_info_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed NetParameter_default_instance_; - -// ------------------------------------------------------------------- - -class SolverParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.SolverParameter) */ { - public: - SolverParameter(); - virtual ~SolverParameter(); - - SolverParameter(const SolverParameter& from); - - inline SolverParameter& operator=(const SolverParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const SolverParameter& default_instance(); - - static const SolverParameter* internal_default_instance(); - - void Swap(SolverParameter* other); - - // implements Message ---------------------------------------------- - - inline SolverParameter* New() const { return New(NULL); } - - SolverParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const SolverParameter& from); - void MergeFrom(const SolverParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(SolverParameter* other); - void UnsafeMergeFrom(const SolverParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - typedef SolverParameter_SnapshotFormat SnapshotFormat; - static const SnapshotFormat HDF5 = - SolverParameter_SnapshotFormat_HDF5; - static const SnapshotFormat BINARYPROTO = - SolverParameter_SnapshotFormat_BINARYPROTO; - static inline bool SnapshotFormat_IsValid(int value) { - return SolverParameter_SnapshotFormat_IsValid(value); - } - static const SnapshotFormat SnapshotFormat_MIN = - SolverParameter_SnapshotFormat_SnapshotFormat_MIN; - static const SnapshotFormat SnapshotFormat_MAX = - SolverParameter_SnapshotFormat_SnapshotFormat_MAX; - static const int SnapshotFormat_ARRAYSIZE = - SolverParameter_SnapshotFormat_SnapshotFormat_ARRAYSIZE; - static inline const ::google::protobuf::EnumDescriptor* - SnapshotFormat_descriptor() { - return SolverParameter_SnapshotFormat_descriptor(); - } - static inline const ::std::string& SnapshotFormat_Name(SnapshotFormat value) { - return SolverParameter_SnapshotFormat_Name(value); - } - static inline bool SnapshotFormat_Parse(const ::std::string& name, - SnapshotFormat* value) { - return SolverParameter_SnapshotFormat_Parse(name, value); - } - - typedef SolverParameter_SolverMode SolverMode; - static const SolverMode CPU = - SolverParameter_SolverMode_CPU; - static const SolverMode GPU = - SolverParameter_SolverMode_GPU; - static inline bool SolverMode_IsValid(int value) { - return SolverParameter_SolverMode_IsValid(value); - } - static const SolverMode SolverMode_MIN = - SolverParameter_SolverMode_SolverMode_MIN; - static const SolverMode SolverMode_MAX = - SolverParameter_SolverMode_SolverMode_MAX; - static const int SolverMode_ARRAYSIZE = - SolverParameter_SolverMode_SolverMode_ARRAYSIZE; - static inline const ::google::protobuf::EnumDescriptor* - SolverMode_descriptor() { - return SolverParameter_SolverMode_descriptor(); - } - static inline const ::std::string& SolverMode_Name(SolverMode value) { - return SolverParameter_SolverMode_Name(value); - } - static inline bool SolverMode_Parse(const ::std::string& name, - SolverMode* value) { - return SolverParameter_SolverMode_Parse(name, value); - } - - typedef SolverParameter_SolverType SolverType; - static const SolverType SGD = - SolverParameter_SolverType_SGD; - static const SolverType NESTEROV = - SolverParameter_SolverType_NESTEROV; - static const SolverType ADAGRAD = - SolverParameter_SolverType_ADAGRAD; - static const SolverType RMSPROP = - SolverParameter_SolverType_RMSPROP; - static const SolverType ADADELTA = - SolverParameter_SolverType_ADADELTA; - static const SolverType ADAM = - SolverParameter_SolverType_ADAM; - static inline bool SolverType_IsValid(int value) { - return SolverParameter_SolverType_IsValid(value); - } - static const SolverType SolverType_MIN = - SolverParameter_SolverType_SolverType_MIN; - static const SolverType SolverType_MAX = - SolverParameter_SolverType_SolverType_MAX; - static const int SolverType_ARRAYSIZE = - SolverParameter_SolverType_SolverType_ARRAYSIZE; - static inline const ::google::protobuf::EnumDescriptor* - SolverType_descriptor() { - return SolverParameter_SolverType_descriptor(); - } - static inline const ::std::string& SolverType_Name(SolverType value) { - return SolverParameter_SolverType_Name(value); - } - static inline bool SolverType_Parse(const ::std::string& name, - SolverType* value) { - return SolverParameter_SolverType_Parse(name, value); - } - - // accessors ------------------------------------------------------- - - // optional string net = 24; - bool has_net() const; - void clear_net(); - static const int kNetFieldNumber = 24; - const ::std::string& net() const; - void set_net(const ::std::string& value); - void set_net(const char* value); - void set_net(const char* value, size_t size); - ::std::string* mutable_net(); - ::std::string* release_net(); - void set_allocated_net(::std::string* net); - - // optional .caffe.NetParameter net_param = 25; - bool has_net_param() const; - void clear_net_param(); - static const int kNetParamFieldNumber = 25; - const ::caffe::NetParameter& net_param() const; - ::caffe::NetParameter* mutable_net_param(); - ::caffe::NetParameter* release_net_param(); - void set_allocated_net_param(::caffe::NetParameter* net_param); - - // optional string train_net = 1; - bool has_train_net() const; - void clear_train_net(); - static const int kTrainNetFieldNumber = 1; - const ::std::string& train_net() const; - void set_train_net(const ::std::string& value); - void set_train_net(const char* value); - void set_train_net(const char* value, size_t size); - ::std::string* mutable_train_net(); - ::std::string* release_train_net(); - void set_allocated_train_net(::std::string* train_net); - - // repeated string test_net = 2; - int test_net_size() const; - void clear_test_net(); - static const int kTestNetFieldNumber = 2; - const ::std::string& test_net(int index) const; - ::std::string* mutable_test_net(int index); - void set_test_net(int index, const ::std::string& value); - void set_test_net(int index, const char* value); - void set_test_net(int index, const char* value, size_t size); - ::std::string* add_test_net(); - void add_test_net(const ::std::string& value); - void add_test_net(const char* value); - void add_test_net(const char* value, size_t size); - const ::google::protobuf::RepeatedPtrField< ::std::string>& test_net() const; - ::google::protobuf::RepeatedPtrField< ::std::string>* mutable_test_net(); - - // optional .caffe.NetParameter train_net_param = 21; - bool has_train_net_param() const; - void clear_train_net_param(); - static const int kTrainNetParamFieldNumber = 21; - const ::caffe::NetParameter& train_net_param() const; - ::caffe::NetParameter* mutable_train_net_param(); - ::caffe::NetParameter* release_train_net_param(); - void set_allocated_train_net_param(::caffe::NetParameter* train_net_param); - - // repeated .caffe.NetParameter test_net_param = 22; - int test_net_param_size() const; - void clear_test_net_param(); - static const int kTestNetParamFieldNumber = 22; - const ::caffe::NetParameter& test_net_param(int index) const; - ::caffe::NetParameter* mutable_test_net_param(int index); - ::caffe::NetParameter* add_test_net_param(); - ::google::protobuf::RepeatedPtrField< ::caffe::NetParameter >* - mutable_test_net_param(); - const ::google::protobuf::RepeatedPtrField< ::caffe::NetParameter >& - test_net_param() const; - - // optional .caffe.NetState train_state = 26; - bool has_train_state() const; - void clear_train_state(); - static const int kTrainStateFieldNumber = 26; - const ::caffe::NetState& train_state() const; - ::caffe::NetState* mutable_train_state(); - ::caffe::NetState* release_train_state(); - void set_allocated_train_state(::caffe::NetState* train_state); - - // repeated .caffe.NetState test_state = 27; - int test_state_size() const; - void clear_test_state(); - static const int kTestStateFieldNumber = 27; - const ::caffe::NetState& test_state(int index) const; - ::caffe::NetState* mutable_test_state(int index); - ::caffe::NetState* add_test_state(); - ::google::protobuf::RepeatedPtrField< ::caffe::NetState >* - mutable_test_state(); - const ::google::protobuf::RepeatedPtrField< ::caffe::NetState >& - test_state() const; - - // repeated int32 test_iter = 3; - int test_iter_size() const; - void clear_test_iter(); - static const int kTestIterFieldNumber = 3; - ::google::protobuf::int32 test_iter(int index) const; - void set_test_iter(int index, ::google::protobuf::int32 value); - void add_test_iter(::google::protobuf::int32 value); - const ::google::protobuf::RepeatedField< ::google::protobuf::int32 >& - test_iter() const; - ::google::protobuf::RepeatedField< ::google::protobuf::int32 >* - mutable_test_iter(); - - // optional int32 test_interval = 4 [default = 0]; - bool has_test_interval() const; - void clear_test_interval(); - static const int kTestIntervalFieldNumber = 4; - ::google::protobuf::int32 test_interval() const; - void set_test_interval(::google::protobuf::int32 value); - - // optional bool test_compute_loss = 19 [default = false]; - bool has_test_compute_loss() const; - void clear_test_compute_loss(); - static const int kTestComputeLossFieldNumber = 19; - bool test_compute_loss() const; - void set_test_compute_loss(bool value); - - // optional bool test_initialization = 32 [default = true]; - bool has_test_initialization() const; - void clear_test_initialization(); - static const int kTestInitializationFieldNumber = 32; - bool test_initialization() const; - void set_test_initialization(bool value); - - // optional float base_lr = 5; - bool has_base_lr() const; - void clear_base_lr(); - static const int kBaseLrFieldNumber = 5; - float base_lr() const; - void set_base_lr(float value); - - // optional int32 display = 6; - bool has_display() const; - void clear_display(); - static const int kDisplayFieldNumber = 6; - ::google::protobuf::int32 display() const; - void set_display(::google::protobuf::int32 value); - - // optional int32 average_loss = 33 [default = 1]; - bool has_average_loss() const; - void clear_average_loss(); - static const int kAverageLossFieldNumber = 33; - ::google::protobuf::int32 average_loss() const; - void set_average_loss(::google::protobuf::int32 value); - - // optional int32 max_iter = 7; - bool has_max_iter() const; - void clear_max_iter(); - static const int kMaxIterFieldNumber = 7; - ::google::protobuf::int32 max_iter() const; - void set_max_iter(::google::protobuf::int32 value); - - // optional int32 iter_size = 36 [default = 1]; - bool has_iter_size() const; - void clear_iter_size(); - static const int kIterSizeFieldNumber = 36; - ::google::protobuf::int32 iter_size() const; - void set_iter_size(::google::protobuf::int32 value); - - // optional string lr_policy = 8; - bool has_lr_policy() const; - void clear_lr_policy(); - static const int kLrPolicyFieldNumber = 8; - const ::std::string& lr_policy() const; - void set_lr_policy(const ::std::string& value); - void set_lr_policy(const char* value); - void set_lr_policy(const char* value, size_t size); - ::std::string* mutable_lr_policy(); - ::std::string* release_lr_policy(); - void set_allocated_lr_policy(::std::string* lr_policy); - - // optional float gamma = 9; - bool has_gamma() const; - void clear_gamma(); - static const int kGammaFieldNumber = 9; - float gamma() const; - void set_gamma(float value); - - // optional float power = 10; - bool has_power() const; - void clear_power(); - static const int kPowerFieldNumber = 10; - float power() const; - void set_power(float value); - - // optional float momentum = 11; - bool has_momentum() const; - void clear_momentum(); - static const int kMomentumFieldNumber = 11; - float momentum() const; - void set_momentum(float value); - - // optional float weight_decay = 12; - bool has_weight_decay() const; - void clear_weight_decay(); - static const int kWeightDecayFieldNumber = 12; - float weight_decay() const; - void set_weight_decay(float value); - - // optional string regularization_type = 29 [default = "L2"]; - bool has_regularization_type() const; - void clear_regularization_type(); - static const int kRegularizationTypeFieldNumber = 29; - const ::std::string& regularization_type() const; - void set_regularization_type(const ::std::string& value); - void set_regularization_type(const char* value); - void set_regularization_type(const char* value, size_t size); - ::std::string* mutable_regularization_type(); - ::std::string* release_regularization_type(); - void set_allocated_regularization_type(::std::string* regularization_type); - - // optional int32 stepsize = 13; - bool has_stepsize() const; - void clear_stepsize(); - static const int kStepsizeFieldNumber = 13; - ::google::protobuf::int32 stepsize() const; - void set_stepsize(::google::protobuf::int32 value); - - // repeated int32 stepvalue = 34; - int stepvalue_size() const; - void clear_stepvalue(); - static const int kStepvalueFieldNumber = 34; - ::google::protobuf::int32 stepvalue(int index) const; - void set_stepvalue(int index, ::google::protobuf::int32 value); - void add_stepvalue(::google::protobuf::int32 value); - const ::google::protobuf::RepeatedField< ::google::protobuf::int32 >& - stepvalue() const; - ::google::protobuf::RepeatedField< ::google::protobuf::int32 >* - mutable_stepvalue(); - - // optional float clip_gradients = 35 [default = -1]; - bool has_clip_gradients() const; - void clear_clip_gradients(); - static const int kClipGradientsFieldNumber = 35; - float clip_gradients() const; - void set_clip_gradients(float value); - - // optional int32 snapshot = 14 [default = 0]; - bool has_snapshot() const; - void clear_snapshot(); - static const int kSnapshotFieldNumber = 14; - ::google::protobuf::int32 snapshot() const; - void set_snapshot(::google::protobuf::int32 value); - - // optional string snapshot_prefix = 15; - bool has_snapshot_prefix() const; - void clear_snapshot_prefix(); - static const int kSnapshotPrefixFieldNumber = 15; - const ::std::string& snapshot_prefix() const; - void set_snapshot_prefix(const ::std::string& value); - void set_snapshot_prefix(const char* value); - void set_snapshot_prefix(const char* value, size_t size); - ::std::string* mutable_snapshot_prefix(); - ::std::string* release_snapshot_prefix(); - void set_allocated_snapshot_prefix(::std::string* snapshot_prefix); - - // optional bool snapshot_diff = 16 [default = false]; - bool has_snapshot_diff() const; - void clear_snapshot_diff(); - static const int kSnapshotDiffFieldNumber = 16; - bool snapshot_diff() const; - void set_snapshot_diff(bool value); - - // optional .caffe.SolverParameter.SnapshotFormat snapshot_format = 37 [default = BINARYPROTO]; - bool has_snapshot_format() const; - void clear_snapshot_format(); - static const int kSnapshotFormatFieldNumber = 37; - ::caffe::SolverParameter_SnapshotFormat snapshot_format() const; - void set_snapshot_format(::caffe::SolverParameter_SnapshotFormat value); - - // optional .caffe.SolverParameter.SolverMode solver_mode = 17 [default = GPU]; - bool has_solver_mode() const; - void clear_solver_mode(); - static const int kSolverModeFieldNumber = 17; - ::caffe::SolverParameter_SolverMode solver_mode() const; - void set_solver_mode(::caffe::SolverParameter_SolverMode value); - - // optional int32 device_id = 18 [default = 0]; - bool has_device_id() const; - void clear_device_id(); - static const int kDeviceIdFieldNumber = 18; - ::google::protobuf::int32 device_id() const; - void set_device_id(::google::protobuf::int32 value); - - // optional int64 random_seed = 20 [default = -1]; - bool has_random_seed() const; - void clear_random_seed(); - static const int kRandomSeedFieldNumber = 20; - ::google::protobuf::int64 random_seed() const; - void set_random_seed(::google::protobuf::int64 value); - - // optional string type = 40 [default = "SGD"]; - bool has_type() const; - void clear_type(); - static const int kTypeFieldNumber = 40; - const ::std::string& type() const; - void set_type(const ::std::string& value); - void set_type(const char* value); - void set_type(const char* value, size_t size); - ::std::string* mutable_type(); - ::std::string* release_type(); - void set_allocated_type(::std::string* type); - - // optional float delta = 31 [default = 1e-08]; - bool has_delta() const; - void clear_delta(); - static const int kDeltaFieldNumber = 31; - float delta() const; - void set_delta(float value); - - // optional float momentum2 = 39 [default = 0.999]; - bool has_momentum2() const; - void clear_momentum2(); - static const int kMomentum2FieldNumber = 39; - float momentum2() const; - void set_momentum2(float value); - - // optional float rms_decay = 38 [default = 0.99]; - bool has_rms_decay() const; - void clear_rms_decay(); - static const int kRmsDecayFieldNumber = 38; - float rms_decay() const; - void set_rms_decay(float value); - - // optional bool debug_info = 23 [default = false]; - bool has_debug_info() const; - void clear_debug_info(); - static const int kDebugInfoFieldNumber = 23; - bool debug_info() const; - void set_debug_info(bool value); - - // optional bool snapshot_after_train = 28 [default = true]; - bool has_snapshot_after_train() const; - void clear_snapshot_after_train(); - static const int kSnapshotAfterTrainFieldNumber = 28; - bool snapshot_after_train() const; - void set_snapshot_after_train(bool value); - - // optional .caffe.SolverParameter.SolverType solver_type = 30 [default = SGD]; - bool has_solver_type() const; - void clear_solver_type(); - static const int kSolverTypeFieldNumber = 30; - ::caffe::SolverParameter_SolverType solver_type() const; - void set_solver_type(::caffe::SolverParameter_SolverType value); - - // @@protoc_insertion_point(class_scope:caffe.SolverParameter) - private: - inline void set_has_net(); - inline void clear_has_net(); - inline void set_has_net_param(); - inline void clear_has_net_param(); - inline void set_has_train_net(); - inline void clear_has_train_net(); - inline void set_has_train_net_param(); - inline void clear_has_train_net_param(); - inline void set_has_train_state(); - inline void clear_has_train_state(); - inline void set_has_test_interval(); - inline void clear_has_test_interval(); - inline void set_has_test_compute_loss(); - inline void clear_has_test_compute_loss(); - inline void set_has_test_initialization(); - inline void clear_has_test_initialization(); - inline void set_has_base_lr(); - inline void clear_has_base_lr(); - inline void set_has_display(); - inline void clear_has_display(); - inline void set_has_average_loss(); - inline void clear_has_average_loss(); - inline void set_has_max_iter(); - inline void clear_has_max_iter(); - inline void set_has_iter_size(); - inline void clear_has_iter_size(); - inline void set_has_lr_policy(); - inline void clear_has_lr_policy(); - inline void set_has_gamma(); - inline void clear_has_gamma(); - inline void set_has_power(); - inline void clear_has_power(); - inline void set_has_momentum(); - inline void clear_has_momentum(); - inline void set_has_weight_decay(); - inline void clear_has_weight_decay(); - inline void set_has_regularization_type(); - inline void clear_has_regularization_type(); - inline void set_has_stepsize(); - inline void clear_has_stepsize(); - inline void set_has_clip_gradients(); - inline void clear_has_clip_gradients(); - inline void set_has_snapshot(); - inline void clear_has_snapshot(); - inline void set_has_snapshot_prefix(); - inline void clear_has_snapshot_prefix(); - inline void set_has_snapshot_diff(); - inline void clear_has_snapshot_diff(); - inline void set_has_snapshot_format(); - inline void clear_has_snapshot_format(); - inline void set_has_solver_mode(); - inline void clear_has_solver_mode(); - inline void set_has_device_id(); - inline void clear_has_device_id(); - inline void set_has_random_seed(); - inline void clear_has_random_seed(); - inline void set_has_type(); - inline void clear_has_type(); - inline void set_has_delta(); - inline void clear_has_delta(); - inline void set_has_momentum2(); - inline void clear_has_momentum2(); - inline void set_has_rms_decay(); - inline void clear_has_rms_decay(); - inline void set_has_debug_info(); - inline void clear_has_debug_info(); - inline void set_has_snapshot_after_train(); - inline void clear_has_snapshot_after_train(); - inline void set_has_solver_type(); - inline void clear_has_solver_type(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<2> _has_bits_; - ::google::protobuf::RepeatedPtrField< ::std::string> test_net_; - ::google::protobuf::RepeatedPtrField< ::caffe::NetParameter > test_net_param_; - ::google::protobuf::RepeatedPtrField< ::caffe::NetState > test_state_; - ::google::protobuf::RepeatedField< ::google::protobuf::int32 > test_iter_; - ::google::protobuf::RepeatedField< ::google::protobuf::int32 > stepvalue_; - ::google::protobuf::internal::ArenaStringPtr net_; - ::google::protobuf::internal::ArenaStringPtr train_net_; - ::google::protobuf::internal::ArenaStringPtr lr_policy_; - static ::std::string* _default_regularization_type_; - ::google::protobuf::internal::ArenaStringPtr regularization_type_; - ::google::protobuf::internal::ArenaStringPtr snapshot_prefix_; - static ::std::string* _default_type_; - ::google::protobuf::internal::ArenaStringPtr type_; - ::caffe::NetParameter* net_param_; - ::caffe::NetParameter* train_net_param_; - ::caffe::NetState* train_state_; - ::google::protobuf::int32 test_interval_; - float base_lr_; - ::google::protobuf::int32 display_; - ::google::protobuf::int32 max_iter_; - float gamma_; - float power_; - float momentum_; - float weight_decay_; - ::google::protobuf::int32 stepsize_; - bool test_compute_loss_; - bool snapshot_diff_; - bool debug_info_; - ::google::protobuf::int32 snapshot_; - ::google::protobuf::int32 device_id_; - int solver_type_; - float rms_decay_; - ::google::protobuf::int32 average_loss_; - ::google::protobuf::int32 iter_size_; - bool test_initialization_; - bool snapshot_after_train_; - float clip_gradients_; - int snapshot_format_; - int solver_mode_; - ::google::protobuf::int64 random_seed_; - float delta_; - float momentum2_; - mutable int _cached_size_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed SolverParameter_default_instance_; - -// ------------------------------------------------------------------- - -class SolverState : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.SolverState) */ { - public: - SolverState(); - virtual ~SolverState(); - - SolverState(const SolverState& from); - - inline SolverState& operator=(const SolverState& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const SolverState& default_instance(); - - static const SolverState* internal_default_instance(); - - void Swap(SolverState* other); - - // implements Message ---------------------------------------------- - - inline SolverState* New() const { return New(NULL); } - - SolverState* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const SolverState& from); - void MergeFrom(const SolverState& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(SolverState* other); - void UnsafeMergeFrom(const SolverState& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional int32 iter = 1; - bool has_iter() const; - void clear_iter(); - static const int kIterFieldNumber = 1; - ::google::protobuf::int32 iter() const; - void set_iter(::google::protobuf::int32 value); - - // optional string learned_net = 2; - bool has_learned_net() const; - void clear_learned_net(); - static const int kLearnedNetFieldNumber = 2; - const ::std::string& learned_net() const; - void set_learned_net(const ::std::string& value); - void set_learned_net(const char* value); - void set_learned_net(const char* value, size_t size); - ::std::string* mutable_learned_net(); - ::std::string* release_learned_net(); - void set_allocated_learned_net(::std::string* learned_net); - - // repeated .caffe.BlobProto history = 3; - int history_size() const; - void clear_history(); - static const int kHistoryFieldNumber = 3; - const ::caffe::BlobProto& history(int index) const; - ::caffe::BlobProto* mutable_history(int index); - ::caffe::BlobProto* add_history(); - ::google::protobuf::RepeatedPtrField< ::caffe::BlobProto >* - mutable_history(); - const ::google::protobuf::RepeatedPtrField< ::caffe::BlobProto >& - history() const; - - // optional int32 current_step = 4 [default = 0]; - bool has_current_step() const; - void clear_current_step(); - static const int kCurrentStepFieldNumber = 4; - ::google::protobuf::int32 current_step() const; - void set_current_step(::google::protobuf::int32 value); - - // @@protoc_insertion_point(class_scope:caffe.SolverState) - private: - inline void set_has_iter(); - inline void clear_has_iter(); - inline void set_has_learned_net(); - inline void clear_has_learned_net(); - inline void set_has_current_step(); - inline void clear_has_current_step(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - ::google::protobuf::RepeatedPtrField< ::caffe::BlobProto > history_; - ::google::protobuf::internal::ArenaStringPtr learned_net_; - ::google::protobuf::int32 iter_; - ::google::protobuf::int32 current_step_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed SolverState_default_instance_; - -// ------------------------------------------------------------------- - -class NetState : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.NetState) */ { - public: - NetState(); - virtual ~NetState(); - - NetState(const NetState& from); - - inline NetState& operator=(const NetState& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const NetState& default_instance(); - - static const NetState* internal_default_instance(); - - void Swap(NetState* other); - - // implements Message ---------------------------------------------- - - inline NetState* New() const { return New(NULL); } - - NetState* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const NetState& from); - void MergeFrom(const NetState& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(NetState* other); - void UnsafeMergeFrom(const NetState& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional .caffe.Phase phase = 1 [default = TEST]; - bool has_phase() const; - void clear_phase(); - static const int kPhaseFieldNumber = 1; - ::caffe::Phase phase() const; - void set_phase(::caffe::Phase value); - - // optional int32 level = 2 [default = 0]; - bool has_level() const; - void clear_level(); - static const int kLevelFieldNumber = 2; - ::google::protobuf::int32 level() const; - void set_level(::google::protobuf::int32 value); - - // repeated string stage = 3; - int stage_size() const; - void clear_stage(); - static const int kStageFieldNumber = 3; - const ::std::string& stage(int index) const; - ::std::string* mutable_stage(int index); - void set_stage(int index, const ::std::string& value); - void set_stage(int index, const char* value); - void set_stage(int index, const char* value, size_t size); - ::std::string* add_stage(); - void add_stage(const ::std::string& value); - void add_stage(const char* value); - void add_stage(const char* value, size_t size); - const ::google::protobuf::RepeatedPtrField< ::std::string>& stage() const; - ::google::protobuf::RepeatedPtrField< ::std::string>* mutable_stage(); - - // @@protoc_insertion_point(class_scope:caffe.NetState) - private: - inline void set_has_phase(); - inline void clear_has_phase(); - inline void set_has_level(); - inline void clear_has_level(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - ::google::protobuf::RepeatedPtrField< ::std::string> stage_; - ::google::protobuf::int32 level_; - int phase_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed NetState_default_instance_; - -// ------------------------------------------------------------------- - -class NetStateRule : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.NetStateRule) */ { - public: - NetStateRule(); - virtual ~NetStateRule(); - - NetStateRule(const NetStateRule& from); - - inline NetStateRule& operator=(const NetStateRule& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const NetStateRule& default_instance(); - - static const NetStateRule* internal_default_instance(); - - void Swap(NetStateRule* other); - - // implements Message ---------------------------------------------- - - inline NetStateRule* New() const { return New(NULL); } - - NetStateRule* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const NetStateRule& from); - void MergeFrom(const NetStateRule& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(NetStateRule* other); - void UnsafeMergeFrom(const NetStateRule& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional .caffe.Phase phase = 1; - bool has_phase() const; - void clear_phase(); - static const int kPhaseFieldNumber = 1; - ::caffe::Phase phase() const; - void set_phase(::caffe::Phase value); - - // optional int32 min_level = 2; - bool has_min_level() const; - void clear_min_level(); - static const int kMinLevelFieldNumber = 2; - ::google::protobuf::int32 min_level() const; - void set_min_level(::google::protobuf::int32 value); - - // optional int32 max_level = 3; - bool has_max_level() const; - void clear_max_level(); - static const int kMaxLevelFieldNumber = 3; - ::google::protobuf::int32 max_level() const; - void set_max_level(::google::protobuf::int32 value); - - // repeated string stage = 4; - int stage_size() const; - void clear_stage(); - static const int kStageFieldNumber = 4; - const ::std::string& stage(int index) const; - ::std::string* mutable_stage(int index); - void set_stage(int index, const ::std::string& value); - void set_stage(int index, const char* value); - void set_stage(int index, const char* value, size_t size); - ::std::string* add_stage(); - void add_stage(const ::std::string& value); - void add_stage(const char* value); - void add_stage(const char* value, size_t size); - const ::google::protobuf::RepeatedPtrField< ::std::string>& stage() const; - ::google::protobuf::RepeatedPtrField< ::std::string>* mutable_stage(); - - // repeated string not_stage = 5; - int not_stage_size() const; - void clear_not_stage(); - static const int kNotStageFieldNumber = 5; - const ::std::string& not_stage(int index) const; - ::std::string* mutable_not_stage(int index); - void set_not_stage(int index, const ::std::string& value); - void set_not_stage(int index, const char* value); - void set_not_stage(int index, const char* value, size_t size); - ::std::string* add_not_stage(); - void add_not_stage(const ::std::string& value); - void add_not_stage(const char* value); - void add_not_stage(const char* value, size_t size); - const ::google::protobuf::RepeatedPtrField< ::std::string>& not_stage() const; - ::google::protobuf::RepeatedPtrField< ::std::string>* mutable_not_stage(); - - // @@protoc_insertion_point(class_scope:caffe.NetStateRule) - private: - inline void set_has_phase(); - inline void clear_has_phase(); - inline void set_has_min_level(); - inline void clear_has_min_level(); - inline void set_has_max_level(); - inline void clear_has_max_level(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - ::google::protobuf::RepeatedPtrField< ::std::string> stage_; - ::google::protobuf::RepeatedPtrField< ::std::string> not_stage_; - int phase_; - ::google::protobuf::int32 min_level_; - ::google::protobuf::int32 max_level_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed NetStateRule_default_instance_; - -// ------------------------------------------------------------------- - -class ParamSpec : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.ParamSpec) */ { - public: - ParamSpec(); - virtual ~ParamSpec(); - - ParamSpec(const ParamSpec& from); - - inline ParamSpec& operator=(const ParamSpec& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const ParamSpec& default_instance(); - - static const ParamSpec* internal_default_instance(); - - void Swap(ParamSpec* other); - - // implements Message ---------------------------------------------- - - inline ParamSpec* New() const { return New(NULL); } - - ParamSpec* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const ParamSpec& from); - void MergeFrom(const ParamSpec& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(ParamSpec* other); - void UnsafeMergeFrom(const ParamSpec& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - typedef ParamSpec_DimCheckMode DimCheckMode; - static const DimCheckMode STRICT = - ParamSpec_DimCheckMode_STRICT; - static const DimCheckMode PERMISSIVE = - ParamSpec_DimCheckMode_PERMISSIVE; - static inline bool DimCheckMode_IsValid(int value) { - return ParamSpec_DimCheckMode_IsValid(value); - } - static const DimCheckMode DimCheckMode_MIN = - ParamSpec_DimCheckMode_DimCheckMode_MIN; - static const DimCheckMode DimCheckMode_MAX = - ParamSpec_DimCheckMode_DimCheckMode_MAX; - static const int DimCheckMode_ARRAYSIZE = - ParamSpec_DimCheckMode_DimCheckMode_ARRAYSIZE; - static inline const ::google::protobuf::EnumDescriptor* - DimCheckMode_descriptor() { - return ParamSpec_DimCheckMode_descriptor(); - } - static inline const ::std::string& DimCheckMode_Name(DimCheckMode value) { - return ParamSpec_DimCheckMode_Name(value); - } - static inline bool DimCheckMode_Parse(const ::std::string& name, - DimCheckMode* value) { - return ParamSpec_DimCheckMode_Parse(name, value); - } - - // accessors ------------------------------------------------------- - - // optional string name = 1; - bool has_name() const; - void clear_name(); - static const int kNameFieldNumber = 1; - const ::std::string& name() const; - void set_name(const ::std::string& value); - void set_name(const char* value); - void set_name(const char* value, size_t size); - ::std::string* mutable_name(); - ::std::string* release_name(); - void set_allocated_name(::std::string* name); - - // optional .caffe.ParamSpec.DimCheckMode share_mode = 2; - bool has_share_mode() const; - void clear_share_mode(); - static const int kShareModeFieldNumber = 2; - ::caffe::ParamSpec_DimCheckMode share_mode() const; - void set_share_mode(::caffe::ParamSpec_DimCheckMode value); - - // optional float lr_mult = 3 [default = 1]; - bool has_lr_mult() const; - void clear_lr_mult(); - static const int kLrMultFieldNumber = 3; - float lr_mult() const; - void set_lr_mult(float value); - - // optional float decay_mult = 4 [default = 1]; - bool has_decay_mult() const; - void clear_decay_mult(); - static const int kDecayMultFieldNumber = 4; - float decay_mult() const; - void set_decay_mult(float value); - - // @@protoc_insertion_point(class_scope:caffe.ParamSpec) - private: - inline void set_has_name(); - inline void clear_has_name(); - inline void set_has_share_mode(); - inline void clear_has_share_mode(); - inline void set_has_lr_mult(); - inline void clear_has_lr_mult(); - inline void set_has_decay_mult(); - inline void clear_has_decay_mult(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - ::google::protobuf::internal::ArenaStringPtr name_; - int share_mode_; - float lr_mult_; - float decay_mult_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed ParamSpec_default_instance_; - -// ------------------------------------------------------------------- - -class LayerParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.LayerParameter) */ { - public: - LayerParameter(); - virtual ~LayerParameter(); - - LayerParameter(const LayerParameter& from); - - inline LayerParameter& operator=(const LayerParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const LayerParameter& default_instance(); - - static const LayerParameter* internal_default_instance(); - - void Swap(LayerParameter* other); - - // implements Message ---------------------------------------------- - - inline LayerParameter* New() const { return New(NULL); } - - LayerParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const LayerParameter& from); - void MergeFrom(const LayerParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(LayerParameter* other); - void UnsafeMergeFrom(const LayerParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional string name = 1; - bool has_name() const; - void clear_name(); - static const int kNameFieldNumber = 1; - const ::std::string& name() const; - void set_name(const ::std::string& value); - void set_name(const char* value); - void set_name(const char* value, size_t size); - ::std::string* mutable_name(); - ::std::string* release_name(); - void set_allocated_name(::std::string* name); - - // optional string type = 2; - bool has_type() const; - void clear_type(); - static const int kTypeFieldNumber = 2; - const ::std::string& type() const; - void set_type(const ::std::string& value); - void set_type(const char* value); - void set_type(const char* value, size_t size); - ::std::string* mutable_type(); - ::std::string* release_type(); - void set_allocated_type(::std::string* type); - - // repeated string bottom = 3; - int bottom_size() const; - void clear_bottom(); - static const int kBottomFieldNumber = 3; - const ::std::string& bottom(int index) const; - ::std::string* mutable_bottom(int index); - void set_bottom(int index, const ::std::string& value); - void set_bottom(int index, const char* value); - void set_bottom(int index, const char* value, size_t size); - ::std::string* add_bottom(); - void add_bottom(const ::std::string& value); - void add_bottom(const char* value); - void add_bottom(const char* value, size_t size); - const ::google::protobuf::RepeatedPtrField< ::std::string>& bottom() const; - ::google::protobuf::RepeatedPtrField< ::std::string>* mutable_bottom(); - - // repeated string top = 4; - int top_size() const; - void clear_top(); - static const int kTopFieldNumber = 4; - const ::std::string& top(int index) const; - ::std::string* mutable_top(int index); - void set_top(int index, const ::std::string& value); - void set_top(int index, const char* value); - void set_top(int index, const char* value, size_t size); - ::std::string* add_top(); - void add_top(const ::std::string& value); - void add_top(const char* value); - void add_top(const char* value, size_t size); - const ::google::protobuf::RepeatedPtrField< ::std::string>& top() const; - ::google::protobuf::RepeatedPtrField< ::std::string>* mutable_top(); - - // optional .caffe.Phase phase = 10; - bool has_phase() const; - void clear_phase(); - static const int kPhaseFieldNumber = 10; - ::caffe::Phase phase() const; - void set_phase(::caffe::Phase value); - - // repeated float loss_weight = 5; - int loss_weight_size() const; - void clear_loss_weight(); - static const int kLossWeightFieldNumber = 5; - float loss_weight(int index) const; - void set_loss_weight(int index, float value); - void add_loss_weight(float value); - const ::google::protobuf::RepeatedField< float >& - loss_weight() const; - ::google::protobuf::RepeatedField< float >* - mutable_loss_weight(); - - // repeated .caffe.ParamSpec param = 6; - int param_size() const; - void clear_param(); - static const int kParamFieldNumber = 6; - const ::caffe::ParamSpec& param(int index) const; - ::caffe::ParamSpec* mutable_param(int index); - ::caffe::ParamSpec* add_param(); - ::google::protobuf::RepeatedPtrField< ::caffe::ParamSpec >* - mutable_param(); - const ::google::protobuf::RepeatedPtrField< ::caffe::ParamSpec >& - param() const; - - // repeated .caffe.BlobProto blobs = 7; - int blobs_size() const; - void clear_blobs(); - static const int kBlobsFieldNumber = 7; - const ::caffe::BlobProto& blobs(int index) const; - ::caffe::BlobProto* mutable_blobs(int index); - ::caffe::BlobProto* add_blobs(); - ::google::protobuf::RepeatedPtrField< ::caffe::BlobProto >* - mutable_blobs(); - const ::google::protobuf::RepeatedPtrField< ::caffe::BlobProto >& - blobs() const; - - // repeated bool propagate_down = 11; - int propagate_down_size() const; - void clear_propagate_down(); - static const int kPropagateDownFieldNumber = 11; - bool propagate_down(int index) const; - void set_propagate_down(int index, bool value); - void add_propagate_down(bool value); - const ::google::protobuf::RepeatedField< bool >& - propagate_down() const; - ::google::protobuf::RepeatedField< bool >* - mutable_propagate_down(); - - // repeated .caffe.NetStateRule include = 8; - int include_size() const; - void clear_include(); - static const int kIncludeFieldNumber = 8; - const ::caffe::NetStateRule& include(int index) const; - ::caffe::NetStateRule* mutable_include(int index); - ::caffe::NetStateRule* add_include(); - ::google::protobuf::RepeatedPtrField< ::caffe::NetStateRule >* - mutable_include(); - const ::google::protobuf::RepeatedPtrField< ::caffe::NetStateRule >& - include() const; - - // repeated .caffe.NetStateRule exclude = 9; - int exclude_size() const; - void clear_exclude(); - static const int kExcludeFieldNumber = 9; - const ::caffe::NetStateRule& exclude(int index) const; - ::caffe::NetStateRule* mutable_exclude(int index); - ::caffe::NetStateRule* add_exclude(); - ::google::protobuf::RepeatedPtrField< ::caffe::NetStateRule >* - mutable_exclude(); - const ::google::protobuf::RepeatedPtrField< ::caffe::NetStateRule >& - exclude() const; - - // optional .caffe.TransformationParameter transform_param = 100; - bool has_transform_param() const; - void clear_transform_param(); - static const int kTransformParamFieldNumber = 100; - const ::caffe::TransformationParameter& transform_param() const; - ::caffe::TransformationParameter* mutable_transform_param(); - ::caffe::TransformationParameter* release_transform_param(); - void set_allocated_transform_param(::caffe::TransformationParameter* transform_param); - - // optional .caffe.LossParameter loss_param = 101; - bool has_loss_param() const; - void clear_loss_param(); - static const int kLossParamFieldNumber = 101; - const ::caffe::LossParameter& loss_param() const; - ::caffe::LossParameter* mutable_loss_param(); - ::caffe::LossParameter* release_loss_param(); - void set_allocated_loss_param(::caffe::LossParameter* loss_param); - - // optional .caffe.AccuracyParameter accuracy_param = 102; - bool has_accuracy_param() const; - void clear_accuracy_param(); - static const int kAccuracyParamFieldNumber = 102; - const ::caffe::AccuracyParameter& accuracy_param() const; - ::caffe::AccuracyParameter* mutable_accuracy_param(); - ::caffe::AccuracyParameter* release_accuracy_param(); - void set_allocated_accuracy_param(::caffe::AccuracyParameter* accuracy_param); - - // optional .caffe.ArgMaxParameter argmax_param = 103; - bool has_argmax_param() const; - void clear_argmax_param(); - static const int kArgmaxParamFieldNumber = 103; - const ::caffe::ArgMaxParameter& argmax_param() const; - ::caffe::ArgMaxParameter* mutable_argmax_param(); - ::caffe::ArgMaxParameter* release_argmax_param(); - void set_allocated_argmax_param(::caffe::ArgMaxParameter* argmax_param); - - // optional .caffe.BatchNormParameter batch_norm_param = 139; - bool has_batch_norm_param() const; - void clear_batch_norm_param(); - static const int kBatchNormParamFieldNumber = 139; - const ::caffe::BatchNormParameter& batch_norm_param() const; - ::caffe::BatchNormParameter* mutable_batch_norm_param(); - ::caffe::BatchNormParameter* release_batch_norm_param(); - void set_allocated_batch_norm_param(::caffe::BatchNormParameter* batch_norm_param); - - // optional .caffe.BiasParameter bias_param = 141; - bool has_bias_param() const; - void clear_bias_param(); - static const int kBiasParamFieldNumber = 141; - const ::caffe::BiasParameter& bias_param() const; - ::caffe::BiasParameter* mutable_bias_param(); - ::caffe::BiasParameter* release_bias_param(); - void set_allocated_bias_param(::caffe::BiasParameter* bias_param); - - // optional .caffe.ConcatParameter concat_param = 104; - bool has_concat_param() const; - void clear_concat_param(); - static const int kConcatParamFieldNumber = 104; - const ::caffe::ConcatParameter& concat_param() const; - ::caffe::ConcatParameter* mutable_concat_param(); - ::caffe::ConcatParameter* release_concat_param(); - void set_allocated_concat_param(::caffe::ConcatParameter* concat_param); - - // optional .caffe.ContrastiveLossParameter contrastive_loss_param = 105; - bool has_contrastive_loss_param() const; - void clear_contrastive_loss_param(); - static const int kContrastiveLossParamFieldNumber = 105; - const ::caffe::ContrastiveLossParameter& contrastive_loss_param() const; - ::caffe::ContrastiveLossParameter* mutable_contrastive_loss_param(); - ::caffe::ContrastiveLossParameter* release_contrastive_loss_param(); - void set_allocated_contrastive_loss_param(::caffe::ContrastiveLossParameter* contrastive_loss_param); - - // optional .caffe.ConvolutionParameter convolution_param = 106; - bool has_convolution_param() const; - void clear_convolution_param(); - static const int kConvolutionParamFieldNumber = 106; - const ::caffe::ConvolutionParameter& convolution_param() const; - ::caffe::ConvolutionParameter* mutable_convolution_param(); - ::caffe::ConvolutionParameter* release_convolution_param(); - void set_allocated_convolution_param(::caffe::ConvolutionParameter* convolution_param); - - // optional .caffe.CropParameter crop_param = 144; - bool has_crop_param() const; - void clear_crop_param(); - static const int kCropParamFieldNumber = 144; - const ::caffe::CropParameter& crop_param() const; - ::caffe::CropParameter* mutable_crop_param(); - ::caffe::CropParameter* release_crop_param(); - void set_allocated_crop_param(::caffe::CropParameter* crop_param); - - // optional .caffe.DataParameter data_param = 107; - bool has_data_param() const; - void clear_data_param(); - static const int kDataParamFieldNumber = 107; - const ::caffe::DataParameter& data_param() const; - ::caffe::DataParameter* mutable_data_param(); - ::caffe::DataParameter* release_data_param(); - void set_allocated_data_param(::caffe::DataParameter* data_param); - - // optional .caffe.DetectionOutputParameter detection_output_param = 147; - bool has_detection_output_param() const; - void clear_detection_output_param(); - static const int kDetectionOutputParamFieldNumber = 147; - const ::caffe::DetectionOutputParameter& detection_output_param() const; - ::caffe::DetectionOutputParameter* mutable_detection_output_param(); - ::caffe::DetectionOutputParameter* release_detection_output_param(); - void set_allocated_detection_output_param(::caffe::DetectionOutputParameter* detection_output_param); - - // optional .caffe.DropoutParameter dropout_param = 108; - bool has_dropout_param() const; - void clear_dropout_param(); - static const int kDropoutParamFieldNumber = 108; - const ::caffe::DropoutParameter& dropout_param() const; - ::caffe::DropoutParameter* mutable_dropout_param(); - ::caffe::DropoutParameter* release_dropout_param(); - void set_allocated_dropout_param(::caffe::DropoutParameter* dropout_param); - - // optional .caffe.DummyDataParameter dummy_data_param = 109; - bool has_dummy_data_param() const; - void clear_dummy_data_param(); - static const int kDummyDataParamFieldNumber = 109; - const ::caffe::DummyDataParameter& dummy_data_param() const; - ::caffe::DummyDataParameter* mutable_dummy_data_param(); - ::caffe::DummyDataParameter* release_dummy_data_param(); - void set_allocated_dummy_data_param(::caffe::DummyDataParameter* dummy_data_param); - - // optional .caffe.EltwiseParameter eltwise_param = 110; - bool has_eltwise_param() const; - void clear_eltwise_param(); - static const int kEltwiseParamFieldNumber = 110; - const ::caffe::EltwiseParameter& eltwise_param() const; - ::caffe::EltwiseParameter* mutable_eltwise_param(); - ::caffe::EltwiseParameter* release_eltwise_param(); - void set_allocated_eltwise_param(::caffe::EltwiseParameter* eltwise_param); - - // optional .caffe.ELUParameter elu_param = 140; - bool has_elu_param() const; - void clear_elu_param(); - static const int kEluParamFieldNumber = 140; - const ::caffe::ELUParameter& elu_param() const; - ::caffe::ELUParameter* mutable_elu_param(); - ::caffe::ELUParameter* release_elu_param(); - void set_allocated_elu_param(::caffe::ELUParameter* elu_param); - - // optional .caffe.EmbedParameter embed_param = 137; - bool has_embed_param() const; - void clear_embed_param(); - static const int kEmbedParamFieldNumber = 137; - const ::caffe::EmbedParameter& embed_param() const; - ::caffe::EmbedParameter* mutable_embed_param(); - ::caffe::EmbedParameter* release_embed_param(); - void set_allocated_embed_param(::caffe::EmbedParameter* embed_param); - - // optional .caffe.ExpParameter exp_param = 111; - bool has_exp_param() const; - void clear_exp_param(); - static const int kExpParamFieldNumber = 111; - const ::caffe::ExpParameter& exp_param() const; - ::caffe::ExpParameter* mutable_exp_param(); - ::caffe::ExpParameter* release_exp_param(); - void set_allocated_exp_param(::caffe::ExpParameter* exp_param); - - // optional .caffe.FlattenParameter flatten_param = 135; - bool has_flatten_param() const; - void clear_flatten_param(); - static const int kFlattenParamFieldNumber = 135; - const ::caffe::FlattenParameter& flatten_param() const; - ::caffe::FlattenParameter* mutable_flatten_param(); - ::caffe::FlattenParameter* release_flatten_param(); - void set_allocated_flatten_param(::caffe::FlattenParameter* flatten_param); - - // optional .caffe.HDF5DataParameter hdf5_data_param = 112; - bool has_hdf5_data_param() const; - void clear_hdf5_data_param(); - static const int kHdf5DataParamFieldNumber = 112; - const ::caffe::HDF5DataParameter& hdf5_data_param() const; - ::caffe::HDF5DataParameter* mutable_hdf5_data_param(); - ::caffe::HDF5DataParameter* release_hdf5_data_param(); - void set_allocated_hdf5_data_param(::caffe::HDF5DataParameter* hdf5_data_param); - - // optional .caffe.HDF5OutputParameter hdf5_output_param = 113; - bool has_hdf5_output_param() const; - void clear_hdf5_output_param(); - static const int kHdf5OutputParamFieldNumber = 113; - const ::caffe::HDF5OutputParameter& hdf5_output_param() const; - ::caffe::HDF5OutputParameter* mutable_hdf5_output_param(); - ::caffe::HDF5OutputParameter* release_hdf5_output_param(); - void set_allocated_hdf5_output_param(::caffe::HDF5OutputParameter* hdf5_output_param); - - // optional .caffe.HingeLossParameter hinge_loss_param = 114; - bool has_hinge_loss_param() const; - void clear_hinge_loss_param(); - static const int kHingeLossParamFieldNumber = 114; - const ::caffe::HingeLossParameter& hinge_loss_param() const; - ::caffe::HingeLossParameter* mutable_hinge_loss_param(); - ::caffe::HingeLossParameter* release_hinge_loss_param(); - void set_allocated_hinge_loss_param(::caffe::HingeLossParameter* hinge_loss_param); - - // optional .caffe.ImageDataParameter image_data_param = 115; - bool has_image_data_param() const; - void clear_image_data_param(); - static const int kImageDataParamFieldNumber = 115; - const ::caffe::ImageDataParameter& image_data_param() const; - ::caffe::ImageDataParameter* mutable_image_data_param(); - ::caffe::ImageDataParameter* release_image_data_param(); - void set_allocated_image_data_param(::caffe::ImageDataParameter* image_data_param); - - // optional .caffe.InfogainLossParameter infogain_loss_param = 116; - bool has_infogain_loss_param() const; - void clear_infogain_loss_param(); - static const int kInfogainLossParamFieldNumber = 116; - const ::caffe::InfogainLossParameter& infogain_loss_param() const; - ::caffe::InfogainLossParameter* mutable_infogain_loss_param(); - ::caffe::InfogainLossParameter* release_infogain_loss_param(); - void set_allocated_infogain_loss_param(::caffe::InfogainLossParameter* infogain_loss_param); - - // optional .caffe.InnerProductParameter inner_product_param = 117; - bool has_inner_product_param() const; - void clear_inner_product_param(); - static const int kInnerProductParamFieldNumber = 117; - const ::caffe::InnerProductParameter& inner_product_param() const; - ::caffe::InnerProductParameter* mutable_inner_product_param(); - ::caffe::InnerProductParameter* release_inner_product_param(); - void set_allocated_inner_product_param(::caffe::InnerProductParameter* inner_product_param); - - // optional .caffe.InputParameter input_param = 143; - bool has_input_param() const; - void clear_input_param(); - static const int kInputParamFieldNumber = 143; - const ::caffe::InputParameter& input_param() const; - ::caffe::InputParameter* mutable_input_param(); - ::caffe::InputParameter* release_input_param(); - void set_allocated_input_param(::caffe::InputParameter* input_param); - - // optional .caffe.LogParameter log_param = 134; - bool has_log_param() const; - void clear_log_param(); - static const int kLogParamFieldNumber = 134; - const ::caffe::LogParameter& log_param() const; - ::caffe::LogParameter* mutable_log_param(); - ::caffe::LogParameter* release_log_param(); - void set_allocated_log_param(::caffe::LogParameter* log_param); - - // optional .caffe.LRNParameter lrn_param = 118; - bool has_lrn_param() const; - void clear_lrn_param(); - static const int kLrnParamFieldNumber = 118; - const ::caffe::LRNParameter& lrn_param() const; - ::caffe::LRNParameter* mutable_lrn_param(); - ::caffe::LRNParameter* release_lrn_param(); - void set_allocated_lrn_param(::caffe::LRNParameter* lrn_param); - - // optional .caffe.MemoryDataParameter memory_data_param = 119; - bool has_memory_data_param() const; - void clear_memory_data_param(); - static const int kMemoryDataParamFieldNumber = 119; - const ::caffe::MemoryDataParameter& memory_data_param() const; - ::caffe::MemoryDataParameter* mutable_memory_data_param(); - ::caffe::MemoryDataParameter* release_memory_data_param(); - void set_allocated_memory_data_param(::caffe::MemoryDataParameter* memory_data_param); - - // optional .caffe.MVNParameter mvn_param = 120; - bool has_mvn_param() const; - void clear_mvn_param(); - static const int kMvnParamFieldNumber = 120; - const ::caffe::MVNParameter& mvn_param() const; - ::caffe::MVNParameter* mutable_mvn_param(); - ::caffe::MVNParameter* release_mvn_param(); - void set_allocated_mvn_param(::caffe::MVNParameter* mvn_param); - - // optional .caffe.NormalizeBBoxParameter norm_param = 149; - bool has_norm_param() const; - void clear_norm_param(); - static const int kNormParamFieldNumber = 149; - const ::caffe::NormalizeBBoxParameter& norm_param() const; - ::caffe::NormalizeBBoxParameter* mutable_norm_param(); - ::caffe::NormalizeBBoxParameter* release_norm_param(); - void set_allocated_norm_param(::caffe::NormalizeBBoxParameter* norm_param); - - // optional .caffe.PermuteParameter permute_param = 148; - bool has_permute_param() const; - void clear_permute_param(); - static const int kPermuteParamFieldNumber = 148; - const ::caffe::PermuteParameter& permute_param() const; - ::caffe::PermuteParameter* mutable_permute_param(); - ::caffe::PermuteParameter* release_permute_param(); - void set_allocated_permute_param(::caffe::PermuteParameter* permute_param); - - // optional .caffe.ParameterParameter parameter_param = 145; - bool has_parameter_param() const; - void clear_parameter_param(); - static const int kParameterParamFieldNumber = 145; - const ::caffe::ParameterParameter& parameter_param() const; - ::caffe::ParameterParameter* mutable_parameter_param(); - ::caffe::ParameterParameter* release_parameter_param(); - void set_allocated_parameter_param(::caffe::ParameterParameter* parameter_param); - - // optional .caffe.PoolingParameter pooling_param = 121; - bool has_pooling_param() const; - void clear_pooling_param(); - static const int kPoolingParamFieldNumber = 121; - const ::caffe::PoolingParameter& pooling_param() const; - ::caffe::PoolingParameter* mutable_pooling_param(); - ::caffe::PoolingParameter* release_pooling_param(); - void set_allocated_pooling_param(::caffe::PoolingParameter* pooling_param); - - // optional .caffe.PowerParameter power_param = 122; - bool has_power_param() const; - void clear_power_param(); - static const int kPowerParamFieldNumber = 122; - const ::caffe::PowerParameter& power_param() const; - ::caffe::PowerParameter* mutable_power_param(); - ::caffe::PowerParameter* release_power_param(); - void set_allocated_power_param(::caffe::PowerParameter* power_param); - - // optional .caffe.PReLUParameter prelu_param = 131; - bool has_prelu_param() const; - void clear_prelu_param(); - static const int kPreluParamFieldNumber = 131; - const ::caffe::PReLUParameter& prelu_param() const; - ::caffe::PReLUParameter* mutable_prelu_param(); - ::caffe::PReLUParameter* release_prelu_param(); - void set_allocated_prelu_param(::caffe::PReLUParameter* prelu_param); - - // optional .caffe.PriorBoxParameter prior_box_param = 150; - bool has_prior_box_param() const; - void clear_prior_box_param(); - static const int kPriorBoxParamFieldNumber = 150; - const ::caffe::PriorBoxParameter& prior_box_param() const; - ::caffe::PriorBoxParameter* mutable_prior_box_param(); - ::caffe::PriorBoxParameter* release_prior_box_param(); - void set_allocated_prior_box_param(::caffe::PriorBoxParameter* prior_box_param); - - // optional .caffe.PythonParameter python_param = 130; - bool has_python_param() const; - void clear_python_param(); - static const int kPythonParamFieldNumber = 130; - const ::caffe::PythonParameter& python_param() const; - ::caffe::PythonParameter* mutable_python_param(); - ::caffe::PythonParameter* release_python_param(); - void set_allocated_python_param(::caffe::PythonParameter* python_param); - - // optional .caffe.RecurrentParameter recurrent_param = 146; - bool has_recurrent_param() const; - void clear_recurrent_param(); - static const int kRecurrentParamFieldNumber = 146; - const ::caffe::RecurrentParameter& recurrent_param() const; - ::caffe::RecurrentParameter* mutable_recurrent_param(); - ::caffe::RecurrentParameter* release_recurrent_param(); - void set_allocated_recurrent_param(::caffe::RecurrentParameter* recurrent_param); - - // optional .caffe.ReductionParameter reduction_param = 136; - bool has_reduction_param() const; - void clear_reduction_param(); - static const int kReductionParamFieldNumber = 136; - const ::caffe::ReductionParameter& reduction_param() const; - ::caffe::ReductionParameter* mutable_reduction_param(); - ::caffe::ReductionParameter* release_reduction_param(); - void set_allocated_reduction_param(::caffe::ReductionParameter* reduction_param); - - // optional .caffe.ReLUParameter relu_param = 123; - bool has_relu_param() const; - void clear_relu_param(); - static const int kReluParamFieldNumber = 123; - const ::caffe::ReLUParameter& relu_param() const; - ::caffe::ReLUParameter* mutable_relu_param(); - ::caffe::ReLUParameter* release_relu_param(); - void set_allocated_relu_param(::caffe::ReLUParameter* relu_param); - - // optional .caffe.ReshapeParameter reshape_param = 133; - bool has_reshape_param() const; - void clear_reshape_param(); - static const int kReshapeParamFieldNumber = 133; - const ::caffe::ReshapeParameter& reshape_param() const; - ::caffe::ReshapeParameter* mutable_reshape_param(); - ::caffe::ReshapeParameter* release_reshape_param(); - void set_allocated_reshape_param(::caffe::ReshapeParameter* reshape_param); - - // optional .caffe.ScaleParameter scale_param = 142; - bool has_scale_param() const; - void clear_scale_param(); - static const int kScaleParamFieldNumber = 142; - const ::caffe::ScaleParameter& scale_param() const; - ::caffe::ScaleParameter* mutable_scale_param(); - ::caffe::ScaleParameter* release_scale_param(); - void set_allocated_scale_param(::caffe::ScaleParameter* scale_param); - - // optional .caffe.SigmoidParameter sigmoid_param = 124; - bool has_sigmoid_param() const; - void clear_sigmoid_param(); - static const int kSigmoidParamFieldNumber = 124; - const ::caffe::SigmoidParameter& sigmoid_param() const; - ::caffe::SigmoidParameter* mutable_sigmoid_param(); - ::caffe::SigmoidParameter* release_sigmoid_param(); - void set_allocated_sigmoid_param(::caffe::SigmoidParameter* sigmoid_param); - - // optional .caffe.SoftmaxParameter softmax_param = 125; - bool has_softmax_param() const; - void clear_softmax_param(); - static const int kSoftmaxParamFieldNumber = 125; - const ::caffe::SoftmaxParameter& softmax_param() const; - ::caffe::SoftmaxParameter* mutable_softmax_param(); - ::caffe::SoftmaxParameter* release_softmax_param(); - void set_allocated_softmax_param(::caffe::SoftmaxParameter* softmax_param); - - // optional .caffe.SPPParameter spp_param = 132; - bool has_spp_param() const; - void clear_spp_param(); - static const int kSppParamFieldNumber = 132; - const ::caffe::SPPParameter& spp_param() const; - ::caffe::SPPParameter* mutable_spp_param(); - ::caffe::SPPParameter* release_spp_param(); - void set_allocated_spp_param(::caffe::SPPParameter* spp_param); - - // optional .caffe.SliceParameter slice_param = 126; - bool has_slice_param() const; - void clear_slice_param(); - static const int kSliceParamFieldNumber = 126; - const ::caffe::SliceParameter& slice_param() const; - ::caffe::SliceParameter* mutable_slice_param(); - ::caffe::SliceParameter* release_slice_param(); - void set_allocated_slice_param(::caffe::SliceParameter* slice_param); - - // optional .caffe.TanHParameter tanh_param = 127; - bool has_tanh_param() const; - void clear_tanh_param(); - static const int kTanhParamFieldNumber = 127; - const ::caffe::TanHParameter& tanh_param() const; - ::caffe::TanHParameter* mutable_tanh_param(); - ::caffe::TanHParameter* release_tanh_param(); - void set_allocated_tanh_param(::caffe::TanHParameter* tanh_param); - - // optional .caffe.ThresholdParameter threshold_param = 128; - bool has_threshold_param() const; - void clear_threshold_param(); - static const int kThresholdParamFieldNumber = 128; - const ::caffe::ThresholdParameter& threshold_param() const; - ::caffe::ThresholdParameter* mutable_threshold_param(); - ::caffe::ThresholdParameter* release_threshold_param(); - void set_allocated_threshold_param(::caffe::ThresholdParameter* threshold_param); - - // optional .caffe.TileParameter tile_param = 138; - bool has_tile_param() const; - void clear_tile_param(); - static const int kTileParamFieldNumber = 138; - const ::caffe::TileParameter& tile_param() const; - ::caffe::TileParameter* mutable_tile_param(); - ::caffe::TileParameter* release_tile_param(); - void set_allocated_tile_param(::caffe::TileParameter* tile_param); - - // optional .caffe.WindowDataParameter window_data_param = 129; - bool has_window_data_param() const; - void clear_window_data_param(); - static const int kWindowDataParamFieldNumber = 129; - const ::caffe::WindowDataParameter& window_data_param() const; - ::caffe::WindowDataParameter* mutable_window_data_param(); - ::caffe::WindowDataParameter* release_window_data_param(); - void set_allocated_window_data_param(::caffe::WindowDataParameter* window_data_param); - - // @@protoc_insertion_point(class_scope:caffe.LayerParameter) - private: - inline void set_has_name(); - inline void clear_has_name(); - inline void set_has_type(); - inline void clear_has_type(); - inline void set_has_phase(); - inline void clear_has_phase(); - inline void set_has_transform_param(); - inline void clear_has_transform_param(); - inline void set_has_loss_param(); - inline void clear_has_loss_param(); - inline void set_has_accuracy_param(); - inline void clear_has_accuracy_param(); - inline void set_has_argmax_param(); - inline void clear_has_argmax_param(); - inline void set_has_batch_norm_param(); - inline void clear_has_batch_norm_param(); - inline void set_has_bias_param(); - inline void clear_has_bias_param(); - inline void set_has_concat_param(); - inline void clear_has_concat_param(); - inline void set_has_contrastive_loss_param(); - inline void clear_has_contrastive_loss_param(); - inline void set_has_convolution_param(); - inline void clear_has_convolution_param(); - inline void set_has_crop_param(); - inline void clear_has_crop_param(); - inline void set_has_data_param(); - inline void clear_has_data_param(); - inline void set_has_detection_output_param(); - inline void clear_has_detection_output_param(); - inline void set_has_dropout_param(); - inline void clear_has_dropout_param(); - inline void set_has_dummy_data_param(); - inline void clear_has_dummy_data_param(); - inline void set_has_eltwise_param(); - inline void clear_has_eltwise_param(); - inline void set_has_elu_param(); - inline void clear_has_elu_param(); - inline void set_has_embed_param(); - inline void clear_has_embed_param(); - inline void set_has_exp_param(); - inline void clear_has_exp_param(); - inline void set_has_flatten_param(); - inline void clear_has_flatten_param(); - inline void set_has_hdf5_data_param(); - inline void clear_has_hdf5_data_param(); - inline void set_has_hdf5_output_param(); - inline void clear_has_hdf5_output_param(); - inline void set_has_hinge_loss_param(); - inline void clear_has_hinge_loss_param(); - inline void set_has_image_data_param(); - inline void clear_has_image_data_param(); - inline void set_has_infogain_loss_param(); - inline void clear_has_infogain_loss_param(); - inline void set_has_inner_product_param(); - inline void clear_has_inner_product_param(); - inline void set_has_input_param(); - inline void clear_has_input_param(); - inline void set_has_log_param(); - inline void clear_has_log_param(); - inline void set_has_lrn_param(); - inline void clear_has_lrn_param(); - inline void set_has_memory_data_param(); - inline void clear_has_memory_data_param(); - inline void set_has_mvn_param(); - inline void clear_has_mvn_param(); - inline void set_has_norm_param(); - inline void clear_has_norm_param(); - inline void set_has_permute_param(); - inline void clear_has_permute_param(); - inline void set_has_parameter_param(); - inline void clear_has_parameter_param(); - inline void set_has_pooling_param(); - inline void clear_has_pooling_param(); - inline void set_has_power_param(); - inline void clear_has_power_param(); - inline void set_has_prelu_param(); - inline void clear_has_prelu_param(); - inline void set_has_prior_box_param(); - inline void clear_has_prior_box_param(); - inline void set_has_python_param(); - inline void clear_has_python_param(); - inline void set_has_recurrent_param(); - inline void clear_has_recurrent_param(); - inline void set_has_reduction_param(); - inline void clear_has_reduction_param(); - inline void set_has_relu_param(); - inline void clear_has_relu_param(); - inline void set_has_reshape_param(); - inline void clear_has_reshape_param(); - inline void set_has_scale_param(); - inline void clear_has_scale_param(); - inline void set_has_sigmoid_param(); - inline void clear_has_sigmoid_param(); - inline void set_has_softmax_param(); - inline void clear_has_softmax_param(); - inline void set_has_spp_param(); - inline void clear_has_spp_param(); - inline void set_has_slice_param(); - inline void clear_has_slice_param(); - inline void set_has_tanh_param(); - inline void clear_has_tanh_param(); - inline void set_has_threshold_param(); - inline void clear_has_threshold_param(); - inline void set_has_tile_param(); - inline void clear_has_tile_param(); - inline void set_has_window_data_param(); - inline void clear_has_window_data_param(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<2> _has_bits_; - ::google::protobuf::RepeatedPtrField< ::std::string> bottom_; - ::google::protobuf::RepeatedPtrField< ::std::string> top_; - ::google::protobuf::RepeatedField< float > loss_weight_; - ::google::protobuf::RepeatedPtrField< ::caffe::ParamSpec > param_; - ::google::protobuf::RepeatedPtrField< ::caffe::BlobProto > blobs_; - ::google::protobuf::RepeatedField< bool > propagate_down_; - ::google::protobuf::RepeatedPtrField< ::caffe::NetStateRule > include_; - ::google::protobuf::RepeatedPtrField< ::caffe::NetStateRule > exclude_; - ::google::protobuf::internal::ArenaStringPtr name_; - ::google::protobuf::internal::ArenaStringPtr type_; - ::caffe::TransformationParameter* transform_param_; - ::caffe::LossParameter* loss_param_; - ::caffe::AccuracyParameter* accuracy_param_; - ::caffe::ArgMaxParameter* argmax_param_; - ::caffe::BatchNormParameter* batch_norm_param_; - ::caffe::BiasParameter* bias_param_; - ::caffe::ConcatParameter* concat_param_; - ::caffe::ContrastiveLossParameter* contrastive_loss_param_; - ::caffe::ConvolutionParameter* convolution_param_; - ::caffe::CropParameter* crop_param_; - ::caffe::DataParameter* data_param_; - ::caffe::DetectionOutputParameter* detection_output_param_; - ::caffe::DropoutParameter* dropout_param_; - ::caffe::DummyDataParameter* dummy_data_param_; - ::caffe::EltwiseParameter* eltwise_param_; - ::caffe::ELUParameter* elu_param_; - ::caffe::EmbedParameter* embed_param_; - ::caffe::ExpParameter* exp_param_; - ::caffe::FlattenParameter* flatten_param_; - ::caffe::HDF5DataParameter* hdf5_data_param_; - ::caffe::HDF5OutputParameter* hdf5_output_param_; - ::caffe::HingeLossParameter* hinge_loss_param_; - ::caffe::ImageDataParameter* image_data_param_; - ::caffe::InfogainLossParameter* infogain_loss_param_; - ::caffe::InnerProductParameter* inner_product_param_; - ::caffe::InputParameter* input_param_; - ::caffe::LogParameter* log_param_; - ::caffe::LRNParameter* lrn_param_; - ::caffe::MemoryDataParameter* memory_data_param_; - ::caffe::MVNParameter* mvn_param_; - ::caffe::NormalizeBBoxParameter* norm_param_; - ::caffe::PermuteParameter* permute_param_; - ::caffe::ParameterParameter* parameter_param_; - ::caffe::PoolingParameter* pooling_param_; - ::caffe::PowerParameter* power_param_; - ::caffe::PReLUParameter* prelu_param_; - ::caffe::PriorBoxParameter* prior_box_param_; - ::caffe::PythonParameter* python_param_; - ::caffe::RecurrentParameter* recurrent_param_; - ::caffe::ReductionParameter* reduction_param_; - ::caffe::ReLUParameter* relu_param_; - ::caffe::ReshapeParameter* reshape_param_; - ::caffe::ScaleParameter* scale_param_; - ::caffe::SigmoidParameter* sigmoid_param_; - ::caffe::SoftmaxParameter* softmax_param_; - ::caffe::SPPParameter* spp_param_; - ::caffe::SliceParameter* slice_param_; - ::caffe::TanHParameter* tanh_param_; - ::caffe::ThresholdParameter* threshold_param_; - ::caffe::TileParameter* tile_param_; - ::caffe::WindowDataParameter* window_data_param_; - int phase_; - mutable int _cached_size_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed LayerParameter_default_instance_; - -// ------------------------------------------------------------------- - -class TransformationParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.TransformationParameter) */ { - public: - TransformationParameter(); - virtual ~TransformationParameter(); - - TransformationParameter(const TransformationParameter& from); - - inline TransformationParameter& operator=(const TransformationParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const TransformationParameter& default_instance(); - - static const TransformationParameter* internal_default_instance(); - - void Swap(TransformationParameter* other); - - // implements Message ---------------------------------------------- - - inline TransformationParameter* New() const { return New(NULL); } - - TransformationParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const TransformationParameter& from); - void MergeFrom(const TransformationParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(TransformationParameter* other); - void UnsafeMergeFrom(const TransformationParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional float scale = 1 [default = 1]; - bool has_scale() const; - void clear_scale(); - static const int kScaleFieldNumber = 1; - float scale() const; - void set_scale(float value); - - // optional bool mirror = 2 [default = false]; - bool has_mirror() const; - void clear_mirror(); - static const int kMirrorFieldNumber = 2; - bool mirror() const; - void set_mirror(bool value); - - // optional uint32 crop_size = 3 [default = 0]; - bool has_crop_size() const; - void clear_crop_size(); - static const int kCropSizeFieldNumber = 3; - ::google::protobuf::uint32 crop_size() const; - void set_crop_size(::google::protobuf::uint32 value); - - // optional string mean_file = 4; - bool has_mean_file() const; - void clear_mean_file(); - static const int kMeanFileFieldNumber = 4; - const ::std::string& mean_file() const; - void set_mean_file(const ::std::string& value); - void set_mean_file(const char* value); - void set_mean_file(const char* value, size_t size); - ::std::string* mutable_mean_file(); - ::std::string* release_mean_file(); - void set_allocated_mean_file(::std::string* mean_file); - - // repeated float mean_value = 5; - int mean_value_size() const; - void clear_mean_value(); - static const int kMeanValueFieldNumber = 5; - float mean_value(int index) const; - void set_mean_value(int index, float value); - void add_mean_value(float value); - const ::google::protobuf::RepeatedField< float >& - mean_value() const; - ::google::protobuf::RepeatedField< float >* - mutable_mean_value(); - - // optional bool force_color = 6 [default = false]; - bool has_force_color() const; - void clear_force_color(); - static const int kForceColorFieldNumber = 6; - bool force_color() const; - void set_force_color(bool value); - - // optional bool force_gray = 7 [default = false]; - bool has_force_gray() const; - void clear_force_gray(); - static const int kForceGrayFieldNumber = 7; - bool force_gray() const; - void set_force_gray(bool value); - - // @@protoc_insertion_point(class_scope:caffe.TransformationParameter) - private: - inline void set_has_scale(); - inline void clear_has_scale(); - inline void set_has_mirror(); - inline void clear_has_mirror(); - inline void set_has_crop_size(); - inline void clear_has_crop_size(); - inline void set_has_mean_file(); - inline void clear_has_mean_file(); - inline void set_has_force_color(); - inline void clear_has_force_color(); - inline void set_has_force_gray(); - inline void clear_has_force_gray(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - ::google::protobuf::RepeatedField< float > mean_value_; - ::google::protobuf::internal::ArenaStringPtr mean_file_; - ::google::protobuf::uint32 crop_size_; - bool mirror_; - bool force_color_; - bool force_gray_; - float scale_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed TransformationParameter_default_instance_; - -// ------------------------------------------------------------------- - -class LossParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.LossParameter) */ { - public: - LossParameter(); - virtual ~LossParameter(); - - LossParameter(const LossParameter& from); - - inline LossParameter& operator=(const LossParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const LossParameter& default_instance(); - - static const LossParameter* internal_default_instance(); - - void Swap(LossParameter* other); - - // implements Message ---------------------------------------------- - - inline LossParameter* New() const { return New(NULL); } - - LossParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const LossParameter& from); - void MergeFrom(const LossParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(LossParameter* other); - void UnsafeMergeFrom(const LossParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - typedef LossParameter_NormalizationMode NormalizationMode; - static const NormalizationMode FULL = - LossParameter_NormalizationMode_FULL; - static const NormalizationMode VALID = - LossParameter_NormalizationMode_VALID; - static const NormalizationMode BATCH_SIZE = - LossParameter_NormalizationMode_BATCH_SIZE; - static const NormalizationMode NONE = - LossParameter_NormalizationMode_NONE; - static inline bool NormalizationMode_IsValid(int value) { - return LossParameter_NormalizationMode_IsValid(value); - } - static const NormalizationMode NormalizationMode_MIN = - LossParameter_NormalizationMode_NormalizationMode_MIN; - static const NormalizationMode NormalizationMode_MAX = - LossParameter_NormalizationMode_NormalizationMode_MAX; - static const int NormalizationMode_ARRAYSIZE = - LossParameter_NormalizationMode_NormalizationMode_ARRAYSIZE; - static inline const ::google::protobuf::EnumDescriptor* - NormalizationMode_descriptor() { - return LossParameter_NormalizationMode_descriptor(); - } - static inline const ::std::string& NormalizationMode_Name(NormalizationMode value) { - return LossParameter_NormalizationMode_Name(value); - } - static inline bool NormalizationMode_Parse(const ::std::string& name, - NormalizationMode* value) { - return LossParameter_NormalizationMode_Parse(name, value); - } - - // accessors ------------------------------------------------------- - - // optional int32 ignore_label = 1; - bool has_ignore_label() const; - void clear_ignore_label(); - static const int kIgnoreLabelFieldNumber = 1; - ::google::protobuf::int32 ignore_label() const; - void set_ignore_label(::google::protobuf::int32 value); - - // optional .caffe.LossParameter.NormalizationMode normalization = 3 [default = VALID]; - bool has_normalization() const; - void clear_normalization(); - static const int kNormalizationFieldNumber = 3; - ::caffe::LossParameter_NormalizationMode normalization() const; - void set_normalization(::caffe::LossParameter_NormalizationMode value); - - // optional bool normalize = 2; - bool has_normalize() const; - void clear_normalize(); - static const int kNormalizeFieldNumber = 2; - bool normalize() const; - void set_normalize(bool value); - - // @@protoc_insertion_point(class_scope:caffe.LossParameter) - private: - inline void set_has_ignore_label(); - inline void clear_has_ignore_label(); - inline void set_has_normalization(); - inline void clear_has_normalization(); - inline void set_has_normalize(); - inline void clear_has_normalize(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - ::google::protobuf::int32 ignore_label_; - bool normalize_; - int normalization_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed LossParameter_default_instance_; - -// ------------------------------------------------------------------- - -class AccuracyParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.AccuracyParameter) */ { - public: - AccuracyParameter(); - virtual ~AccuracyParameter(); - - AccuracyParameter(const AccuracyParameter& from); - - inline AccuracyParameter& operator=(const AccuracyParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const AccuracyParameter& default_instance(); - - static const AccuracyParameter* internal_default_instance(); - - void Swap(AccuracyParameter* other); - - // implements Message ---------------------------------------------- - - inline AccuracyParameter* New() const { return New(NULL); } - - AccuracyParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const AccuracyParameter& from); - void MergeFrom(const AccuracyParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(AccuracyParameter* other); - void UnsafeMergeFrom(const AccuracyParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional uint32 top_k = 1 [default = 1]; - bool has_top_k() const; - void clear_top_k(); - static const int kTopKFieldNumber = 1; - ::google::protobuf::uint32 top_k() const; - void set_top_k(::google::protobuf::uint32 value); - - // optional int32 axis = 2 [default = 1]; - bool has_axis() const; - void clear_axis(); - static const int kAxisFieldNumber = 2; - ::google::protobuf::int32 axis() const; - void set_axis(::google::protobuf::int32 value); - - // optional int32 ignore_label = 3; - bool has_ignore_label() const; - void clear_ignore_label(); - static const int kIgnoreLabelFieldNumber = 3; - ::google::protobuf::int32 ignore_label() const; - void set_ignore_label(::google::protobuf::int32 value); - - // @@protoc_insertion_point(class_scope:caffe.AccuracyParameter) - private: - inline void set_has_top_k(); - inline void clear_has_top_k(); - inline void set_has_axis(); - inline void clear_has_axis(); - inline void set_has_ignore_label(); - inline void clear_has_ignore_label(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - ::google::protobuf::int32 ignore_label_; - ::google::protobuf::uint32 top_k_; - ::google::protobuf::int32 axis_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed AccuracyParameter_default_instance_; - -// ------------------------------------------------------------------- - -class ArgMaxParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.ArgMaxParameter) */ { - public: - ArgMaxParameter(); - virtual ~ArgMaxParameter(); - - ArgMaxParameter(const ArgMaxParameter& from); - - inline ArgMaxParameter& operator=(const ArgMaxParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const ArgMaxParameter& default_instance(); - - static const ArgMaxParameter* internal_default_instance(); - - void Swap(ArgMaxParameter* other); - - // implements Message ---------------------------------------------- - - inline ArgMaxParameter* New() const { return New(NULL); } - - ArgMaxParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const ArgMaxParameter& from); - void MergeFrom(const ArgMaxParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(ArgMaxParameter* other); - void UnsafeMergeFrom(const ArgMaxParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional bool out_max_val = 1 [default = false]; - bool has_out_max_val() const; - void clear_out_max_val(); - static const int kOutMaxValFieldNumber = 1; - bool out_max_val() const; - void set_out_max_val(bool value); - - // optional uint32 top_k = 2 [default = 1]; - bool has_top_k() const; - void clear_top_k(); - static const int kTopKFieldNumber = 2; - ::google::protobuf::uint32 top_k() const; - void set_top_k(::google::protobuf::uint32 value); - - // optional int32 axis = 3; - bool has_axis() const; - void clear_axis(); - static const int kAxisFieldNumber = 3; - ::google::protobuf::int32 axis() const; - void set_axis(::google::protobuf::int32 value); - - // @@protoc_insertion_point(class_scope:caffe.ArgMaxParameter) - private: - inline void set_has_out_max_val(); - inline void clear_has_out_max_val(); - inline void set_has_top_k(); - inline void clear_has_top_k(); - inline void set_has_axis(); - inline void clear_has_axis(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - bool out_max_val_; - ::google::protobuf::int32 axis_; - ::google::protobuf::uint32 top_k_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed ArgMaxParameter_default_instance_; - -// ------------------------------------------------------------------- - -class ConcatParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.ConcatParameter) */ { - public: - ConcatParameter(); - virtual ~ConcatParameter(); - - ConcatParameter(const ConcatParameter& from); - - inline ConcatParameter& operator=(const ConcatParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const ConcatParameter& default_instance(); - - static const ConcatParameter* internal_default_instance(); - - void Swap(ConcatParameter* other); - - // implements Message ---------------------------------------------- - - inline ConcatParameter* New() const { return New(NULL); } - - ConcatParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const ConcatParameter& from); - void MergeFrom(const ConcatParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(ConcatParameter* other); - void UnsafeMergeFrom(const ConcatParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional int32 axis = 2 [default = 1]; - bool has_axis() const; - void clear_axis(); - static const int kAxisFieldNumber = 2; - ::google::protobuf::int32 axis() const; - void set_axis(::google::protobuf::int32 value); - - // optional uint32 concat_dim = 1 [default = 1]; - bool has_concat_dim() const; - void clear_concat_dim(); - static const int kConcatDimFieldNumber = 1; - ::google::protobuf::uint32 concat_dim() const; - void set_concat_dim(::google::protobuf::uint32 value); - - // @@protoc_insertion_point(class_scope:caffe.ConcatParameter) - private: - inline void set_has_axis(); - inline void clear_has_axis(); - inline void set_has_concat_dim(); - inline void clear_has_concat_dim(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - ::google::protobuf::int32 axis_; - ::google::protobuf::uint32 concat_dim_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed ConcatParameter_default_instance_; - -// ------------------------------------------------------------------- - -class BatchNormParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.BatchNormParameter) */ { - public: - BatchNormParameter(); - virtual ~BatchNormParameter(); - - BatchNormParameter(const BatchNormParameter& from); - - inline BatchNormParameter& operator=(const BatchNormParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const BatchNormParameter& default_instance(); - - static const BatchNormParameter* internal_default_instance(); - - void Swap(BatchNormParameter* other); - - // implements Message ---------------------------------------------- - - inline BatchNormParameter* New() const { return New(NULL); } - - BatchNormParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const BatchNormParameter& from); - void MergeFrom(const BatchNormParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(BatchNormParameter* other); - void UnsafeMergeFrom(const BatchNormParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional bool use_global_stats = 1; - bool has_use_global_stats() const; - void clear_use_global_stats(); - static const int kUseGlobalStatsFieldNumber = 1; - bool use_global_stats() const; - void set_use_global_stats(bool value); - - // optional float moving_average_fraction = 2 [default = 0.999]; - bool has_moving_average_fraction() const; - void clear_moving_average_fraction(); - static const int kMovingAverageFractionFieldNumber = 2; - float moving_average_fraction() const; - void set_moving_average_fraction(float value); - - // optional float eps = 3 [default = 1e-05]; - bool has_eps() const; - void clear_eps(); - static const int kEpsFieldNumber = 3; - float eps() const; - void set_eps(float value); - - // @@protoc_insertion_point(class_scope:caffe.BatchNormParameter) - private: - inline void set_has_use_global_stats(); - inline void clear_has_use_global_stats(); - inline void set_has_moving_average_fraction(); - inline void clear_has_moving_average_fraction(); - inline void set_has_eps(); - inline void clear_has_eps(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - bool use_global_stats_; - float moving_average_fraction_; - float eps_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed BatchNormParameter_default_instance_; - -// ------------------------------------------------------------------- - -class BiasParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.BiasParameter) */ { - public: - BiasParameter(); - virtual ~BiasParameter(); - - BiasParameter(const BiasParameter& from); - - inline BiasParameter& operator=(const BiasParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const BiasParameter& default_instance(); - - static const BiasParameter* internal_default_instance(); - - void Swap(BiasParameter* other); - - // implements Message ---------------------------------------------- - - inline BiasParameter* New() const { return New(NULL); } - - BiasParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const BiasParameter& from); - void MergeFrom(const BiasParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(BiasParameter* other); - void UnsafeMergeFrom(const BiasParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional int32 axis = 1 [default = 1]; - bool has_axis() const; - void clear_axis(); - static const int kAxisFieldNumber = 1; - ::google::protobuf::int32 axis() const; - void set_axis(::google::protobuf::int32 value); - - // optional int32 num_axes = 2 [default = 1]; - bool has_num_axes() const; - void clear_num_axes(); - static const int kNumAxesFieldNumber = 2; - ::google::protobuf::int32 num_axes() const; - void set_num_axes(::google::protobuf::int32 value); - - // optional .caffe.FillerParameter filler = 3; - bool has_filler() const; - void clear_filler(); - static const int kFillerFieldNumber = 3; - const ::caffe::FillerParameter& filler() const; - ::caffe::FillerParameter* mutable_filler(); - ::caffe::FillerParameter* release_filler(); - void set_allocated_filler(::caffe::FillerParameter* filler); - - // @@protoc_insertion_point(class_scope:caffe.BiasParameter) - private: - inline void set_has_axis(); - inline void clear_has_axis(); - inline void set_has_num_axes(); - inline void clear_has_num_axes(); - inline void set_has_filler(); - inline void clear_has_filler(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - ::caffe::FillerParameter* filler_; - ::google::protobuf::int32 axis_; - ::google::protobuf::int32 num_axes_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed BiasParameter_default_instance_; - -// ------------------------------------------------------------------- - -class ContrastiveLossParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.ContrastiveLossParameter) */ { - public: - ContrastiveLossParameter(); - virtual ~ContrastiveLossParameter(); - - ContrastiveLossParameter(const ContrastiveLossParameter& from); - - inline ContrastiveLossParameter& operator=(const ContrastiveLossParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const ContrastiveLossParameter& default_instance(); - - static const ContrastiveLossParameter* internal_default_instance(); - - void Swap(ContrastiveLossParameter* other); - - // implements Message ---------------------------------------------- - - inline ContrastiveLossParameter* New() const { return New(NULL); } - - ContrastiveLossParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const ContrastiveLossParameter& from); - void MergeFrom(const ContrastiveLossParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(ContrastiveLossParameter* other); - void UnsafeMergeFrom(const ContrastiveLossParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional float margin = 1 [default = 1]; - bool has_margin() const; - void clear_margin(); - static const int kMarginFieldNumber = 1; - float margin() const; - void set_margin(float value); - - // optional bool legacy_version = 2 [default = false]; - bool has_legacy_version() const; - void clear_legacy_version(); - static const int kLegacyVersionFieldNumber = 2; - bool legacy_version() const; - void set_legacy_version(bool value); - - // @@protoc_insertion_point(class_scope:caffe.ContrastiveLossParameter) - private: - inline void set_has_margin(); - inline void clear_has_margin(); - inline void set_has_legacy_version(); - inline void clear_has_legacy_version(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - bool legacy_version_; - float margin_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed ContrastiveLossParameter_default_instance_; - -// ------------------------------------------------------------------- - -class ConvolutionParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.ConvolutionParameter) */ { - public: - ConvolutionParameter(); - virtual ~ConvolutionParameter(); - - ConvolutionParameter(const ConvolutionParameter& from); - - inline ConvolutionParameter& operator=(const ConvolutionParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const ConvolutionParameter& default_instance(); - - static const ConvolutionParameter* internal_default_instance(); - - void Swap(ConvolutionParameter* other); - - // implements Message ---------------------------------------------- - - inline ConvolutionParameter* New() const { return New(NULL); } - - ConvolutionParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const ConvolutionParameter& from); - void MergeFrom(const ConvolutionParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(ConvolutionParameter* other); - void UnsafeMergeFrom(const ConvolutionParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - typedef ConvolutionParameter_Engine Engine; - static const Engine DEFAULT = - ConvolutionParameter_Engine_DEFAULT; - static const Engine CAFFE = - ConvolutionParameter_Engine_CAFFE; - static const Engine CUDNN = - ConvolutionParameter_Engine_CUDNN; - static inline bool Engine_IsValid(int value) { - return ConvolutionParameter_Engine_IsValid(value); - } - static const Engine Engine_MIN = - ConvolutionParameter_Engine_Engine_MIN; - static const Engine Engine_MAX = - ConvolutionParameter_Engine_Engine_MAX; - static const int Engine_ARRAYSIZE = - ConvolutionParameter_Engine_Engine_ARRAYSIZE; - static inline const ::google::protobuf::EnumDescriptor* - Engine_descriptor() { - return ConvolutionParameter_Engine_descriptor(); - } - static inline const ::std::string& Engine_Name(Engine value) { - return ConvolutionParameter_Engine_Name(value); - } - static inline bool Engine_Parse(const ::std::string& name, - Engine* value) { - return ConvolutionParameter_Engine_Parse(name, value); - } - - // accessors ------------------------------------------------------- - - // optional uint32 num_output = 1; - bool has_num_output() const; - void clear_num_output(); - static const int kNumOutputFieldNumber = 1; - ::google::protobuf::uint32 num_output() const; - void set_num_output(::google::protobuf::uint32 value); - - // optional bool bias_term = 2 [default = true]; - bool has_bias_term() const; - void clear_bias_term(); - static const int kBiasTermFieldNumber = 2; - bool bias_term() const; - void set_bias_term(bool value); - - // repeated uint32 pad = 3; - int pad_size() const; - void clear_pad(); - static const int kPadFieldNumber = 3; - ::google::protobuf::uint32 pad(int index) const; - void set_pad(int index, ::google::protobuf::uint32 value); - void add_pad(::google::protobuf::uint32 value); - const ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >& - pad() const; - ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >* - mutable_pad(); - - // repeated uint32 kernel_size = 4; - int kernel_size_size() const; - void clear_kernel_size(); - static const int kKernelSizeFieldNumber = 4; - ::google::protobuf::uint32 kernel_size(int index) const; - void set_kernel_size(int index, ::google::protobuf::uint32 value); - void add_kernel_size(::google::protobuf::uint32 value); - const ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >& - kernel_size() const; - ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >* - mutable_kernel_size(); - - // repeated uint32 stride = 6; - int stride_size() const; - void clear_stride(); - static const int kStrideFieldNumber = 6; - ::google::protobuf::uint32 stride(int index) const; - void set_stride(int index, ::google::protobuf::uint32 value); - void add_stride(::google::protobuf::uint32 value); - const ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >& - stride() const; - ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >* - mutable_stride(); - - // repeated uint32 dilation = 18; - int dilation_size() const; - void clear_dilation(); - static const int kDilationFieldNumber = 18; - ::google::protobuf::uint32 dilation(int index) const; - void set_dilation(int index, ::google::protobuf::uint32 value); - void add_dilation(::google::protobuf::uint32 value); - const ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >& - dilation() const; - ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >* - mutable_dilation(); - - // optional uint32 pad_h = 9 [default = 0]; - bool has_pad_h() const; - void clear_pad_h(); - static const int kPadHFieldNumber = 9; - ::google::protobuf::uint32 pad_h() const; - void set_pad_h(::google::protobuf::uint32 value); - - // optional uint32 pad_w = 10 [default = 0]; - bool has_pad_w() const; - void clear_pad_w(); - static const int kPadWFieldNumber = 10; - ::google::protobuf::uint32 pad_w() const; - void set_pad_w(::google::protobuf::uint32 value); - - // optional uint32 kernel_h = 11; - bool has_kernel_h() const; - void clear_kernel_h(); - static const int kKernelHFieldNumber = 11; - ::google::protobuf::uint32 kernel_h() const; - void set_kernel_h(::google::protobuf::uint32 value); - - // optional uint32 kernel_w = 12; - bool has_kernel_w() const; - void clear_kernel_w(); - static const int kKernelWFieldNumber = 12; - ::google::protobuf::uint32 kernel_w() const; - void set_kernel_w(::google::protobuf::uint32 value); - - // optional uint32 stride_h = 13; - bool has_stride_h() const; - void clear_stride_h(); - static const int kStrideHFieldNumber = 13; - ::google::protobuf::uint32 stride_h() const; - void set_stride_h(::google::protobuf::uint32 value); - - // optional uint32 stride_w = 14; - bool has_stride_w() const; - void clear_stride_w(); - static const int kStrideWFieldNumber = 14; - ::google::protobuf::uint32 stride_w() const; - void set_stride_w(::google::protobuf::uint32 value); - - // optional uint32 group = 5 [default = 1]; - bool has_group() const; - void clear_group(); - static const int kGroupFieldNumber = 5; - ::google::protobuf::uint32 group() const; - void set_group(::google::protobuf::uint32 value); - - // optional .caffe.FillerParameter weight_filler = 7; - bool has_weight_filler() const; - void clear_weight_filler(); - static const int kWeightFillerFieldNumber = 7; - const ::caffe::FillerParameter& weight_filler() const; - ::caffe::FillerParameter* mutable_weight_filler(); - ::caffe::FillerParameter* release_weight_filler(); - void set_allocated_weight_filler(::caffe::FillerParameter* weight_filler); - - // optional .caffe.FillerParameter bias_filler = 8; - bool has_bias_filler() const; - void clear_bias_filler(); - static const int kBiasFillerFieldNumber = 8; - const ::caffe::FillerParameter& bias_filler() const; - ::caffe::FillerParameter* mutable_bias_filler(); - ::caffe::FillerParameter* release_bias_filler(); - void set_allocated_bias_filler(::caffe::FillerParameter* bias_filler); - - // optional .caffe.ConvolutionParameter.Engine engine = 15 [default = DEFAULT]; - bool has_engine() const; - void clear_engine(); - static const int kEngineFieldNumber = 15; - ::caffe::ConvolutionParameter_Engine engine() const; - void set_engine(::caffe::ConvolutionParameter_Engine value); - - // optional int32 axis = 16 [default = 1]; - bool has_axis() const; - void clear_axis(); - static const int kAxisFieldNumber = 16; - ::google::protobuf::int32 axis() const; - void set_axis(::google::protobuf::int32 value); - - // optional bool force_nd_im2col = 17 [default = false]; - bool has_force_nd_im2col() const; - void clear_force_nd_im2col(); - static const int kForceNdIm2ColFieldNumber = 17; - bool force_nd_im2col() const; - void set_force_nd_im2col(bool value); - - // @@protoc_insertion_point(class_scope:caffe.ConvolutionParameter) - private: - inline void set_has_num_output(); - inline void clear_has_num_output(); - inline void set_has_bias_term(); - inline void clear_has_bias_term(); - inline void set_has_pad_h(); - inline void clear_has_pad_h(); - inline void set_has_pad_w(); - inline void clear_has_pad_w(); - inline void set_has_kernel_h(); - inline void clear_has_kernel_h(); - inline void set_has_kernel_w(); - inline void clear_has_kernel_w(); - inline void set_has_stride_h(); - inline void clear_has_stride_h(); - inline void set_has_stride_w(); - inline void clear_has_stride_w(); - inline void set_has_group(); - inline void clear_has_group(); - inline void set_has_weight_filler(); - inline void clear_has_weight_filler(); - inline void set_has_bias_filler(); - inline void clear_has_bias_filler(); - inline void set_has_engine(); - inline void clear_has_engine(); - inline void set_has_axis(); - inline void clear_has_axis(); - inline void set_has_force_nd_im2col(); - inline void clear_has_force_nd_im2col(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - ::google::protobuf::RepeatedField< ::google::protobuf::uint32 > pad_; - ::google::protobuf::RepeatedField< ::google::protobuf::uint32 > kernel_size_; - ::google::protobuf::RepeatedField< ::google::protobuf::uint32 > stride_; - ::google::protobuf::RepeatedField< ::google::protobuf::uint32 > dilation_; - ::caffe::FillerParameter* weight_filler_; - ::caffe::FillerParameter* bias_filler_; - ::google::protobuf::uint32 num_output_; - ::google::protobuf::uint32 pad_h_; - ::google::protobuf::uint32 pad_w_; - ::google::protobuf::uint32 kernel_h_; - ::google::protobuf::uint32 kernel_w_; - ::google::protobuf::uint32 stride_h_; - ::google::protobuf::uint32 stride_w_; - int engine_; - bool force_nd_im2col_; - ::google::protobuf::int32 axis_; - bool bias_term_; - ::google::protobuf::uint32 group_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed ConvolutionParameter_default_instance_; - -// ------------------------------------------------------------------- - -class CropParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.CropParameter) */ { - public: - CropParameter(); - virtual ~CropParameter(); - - CropParameter(const CropParameter& from); - - inline CropParameter& operator=(const CropParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const CropParameter& default_instance(); - - static const CropParameter* internal_default_instance(); - - void Swap(CropParameter* other); - - // implements Message ---------------------------------------------- - - inline CropParameter* New() const { return New(NULL); } - - CropParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const CropParameter& from); - void MergeFrom(const CropParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(CropParameter* other); - void UnsafeMergeFrom(const CropParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional int32 axis = 1 [default = 2]; - bool has_axis() const; - void clear_axis(); - static const int kAxisFieldNumber = 1; - ::google::protobuf::int32 axis() const; - void set_axis(::google::protobuf::int32 value); - - // repeated uint32 offset = 2; - int offset_size() const; - void clear_offset(); - static const int kOffsetFieldNumber = 2; - ::google::protobuf::uint32 offset(int index) const; - void set_offset(int index, ::google::protobuf::uint32 value); - void add_offset(::google::protobuf::uint32 value); - const ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >& - offset() const; - ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >* - mutable_offset(); - - // @@protoc_insertion_point(class_scope:caffe.CropParameter) - private: - inline void set_has_axis(); - inline void clear_has_axis(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - ::google::protobuf::RepeatedField< ::google::protobuf::uint32 > offset_; - ::google::protobuf::int32 axis_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed CropParameter_default_instance_; - -// ------------------------------------------------------------------- - -class DataParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.DataParameter) */ { - public: - DataParameter(); - virtual ~DataParameter(); - - DataParameter(const DataParameter& from); - - inline DataParameter& operator=(const DataParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const DataParameter& default_instance(); - - static const DataParameter* internal_default_instance(); - - void Swap(DataParameter* other); - - // implements Message ---------------------------------------------- - - inline DataParameter* New() const { return New(NULL); } - - DataParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const DataParameter& from); - void MergeFrom(const DataParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(DataParameter* other); - void UnsafeMergeFrom(const DataParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - typedef DataParameter_DB DB; - static const DB LEVELDB = - DataParameter_DB_LEVELDB; - static const DB LMDB = - DataParameter_DB_LMDB; - static inline bool DB_IsValid(int value) { - return DataParameter_DB_IsValid(value); - } - static const DB DB_MIN = - DataParameter_DB_DB_MIN; - static const DB DB_MAX = - DataParameter_DB_DB_MAX; - static const int DB_ARRAYSIZE = - DataParameter_DB_DB_ARRAYSIZE; - static inline const ::google::protobuf::EnumDescriptor* - DB_descriptor() { - return DataParameter_DB_descriptor(); - } - static inline const ::std::string& DB_Name(DB value) { - return DataParameter_DB_Name(value); - } - static inline bool DB_Parse(const ::std::string& name, - DB* value) { - return DataParameter_DB_Parse(name, value); - } - - // accessors ------------------------------------------------------- - - // optional string source = 1; - bool has_source() const; - void clear_source(); - static const int kSourceFieldNumber = 1; - const ::std::string& source() const; - void set_source(const ::std::string& value); - void set_source(const char* value); - void set_source(const char* value, size_t size); - ::std::string* mutable_source(); - ::std::string* release_source(); - void set_allocated_source(::std::string* source); - - // optional uint32 batch_size = 4; - bool has_batch_size() const; - void clear_batch_size(); - static const int kBatchSizeFieldNumber = 4; - ::google::protobuf::uint32 batch_size() const; - void set_batch_size(::google::protobuf::uint32 value); - - // optional uint32 rand_skip = 7 [default = 0]; - bool has_rand_skip() const; - void clear_rand_skip(); - static const int kRandSkipFieldNumber = 7; - ::google::protobuf::uint32 rand_skip() const; - void set_rand_skip(::google::protobuf::uint32 value); - - // optional .caffe.DataParameter.DB backend = 8 [default = LEVELDB]; - bool has_backend() const; - void clear_backend(); - static const int kBackendFieldNumber = 8; - ::caffe::DataParameter_DB backend() const; - void set_backend(::caffe::DataParameter_DB value); - - // optional float scale = 2 [default = 1]; - bool has_scale() const; - void clear_scale(); - static const int kScaleFieldNumber = 2; - float scale() const; - void set_scale(float value); - - // optional string mean_file = 3; - bool has_mean_file() const; - void clear_mean_file(); - static const int kMeanFileFieldNumber = 3; - const ::std::string& mean_file() const; - void set_mean_file(const ::std::string& value); - void set_mean_file(const char* value); - void set_mean_file(const char* value, size_t size); - ::std::string* mutable_mean_file(); - ::std::string* release_mean_file(); - void set_allocated_mean_file(::std::string* mean_file); - - // optional uint32 crop_size = 5 [default = 0]; - bool has_crop_size() const; - void clear_crop_size(); - static const int kCropSizeFieldNumber = 5; - ::google::protobuf::uint32 crop_size() const; - void set_crop_size(::google::protobuf::uint32 value); - - // optional bool mirror = 6 [default = false]; - bool has_mirror() const; - void clear_mirror(); - static const int kMirrorFieldNumber = 6; - bool mirror() const; - void set_mirror(bool value); - - // optional bool force_encoded_color = 9 [default = false]; - bool has_force_encoded_color() const; - void clear_force_encoded_color(); - static const int kForceEncodedColorFieldNumber = 9; - bool force_encoded_color() const; - void set_force_encoded_color(bool value); - - // optional uint32 prefetch = 10 [default = 4]; - bool has_prefetch() const; - void clear_prefetch(); - static const int kPrefetchFieldNumber = 10; - ::google::protobuf::uint32 prefetch() const; - void set_prefetch(::google::protobuf::uint32 value); - - // @@protoc_insertion_point(class_scope:caffe.DataParameter) - private: - inline void set_has_source(); - inline void clear_has_source(); - inline void set_has_batch_size(); - inline void clear_has_batch_size(); - inline void set_has_rand_skip(); - inline void clear_has_rand_skip(); - inline void set_has_backend(); - inline void clear_has_backend(); - inline void set_has_scale(); - inline void clear_has_scale(); - inline void set_has_mean_file(); - inline void clear_has_mean_file(); - inline void set_has_crop_size(); - inline void clear_has_crop_size(); - inline void set_has_mirror(); - inline void clear_has_mirror(); - inline void set_has_force_encoded_color(); - inline void clear_has_force_encoded_color(); - inline void set_has_prefetch(); - inline void clear_has_prefetch(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - ::google::protobuf::internal::ArenaStringPtr source_; - ::google::protobuf::internal::ArenaStringPtr mean_file_; - ::google::protobuf::uint32 batch_size_; - ::google::protobuf::uint32 rand_skip_; - int backend_; - ::google::protobuf::uint32 crop_size_; - bool mirror_; - bool force_encoded_color_; - float scale_; - ::google::protobuf::uint32 prefetch_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed DataParameter_default_instance_; - -// ------------------------------------------------------------------- - -class NonMaximumSuppressionParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.NonMaximumSuppressionParameter) */ { - public: - NonMaximumSuppressionParameter(); - virtual ~NonMaximumSuppressionParameter(); - - NonMaximumSuppressionParameter(const NonMaximumSuppressionParameter& from); - - inline NonMaximumSuppressionParameter& operator=(const NonMaximumSuppressionParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const NonMaximumSuppressionParameter& default_instance(); - - static const NonMaximumSuppressionParameter* internal_default_instance(); - - void Swap(NonMaximumSuppressionParameter* other); - - // implements Message ---------------------------------------------- - - inline NonMaximumSuppressionParameter* New() const { return New(NULL); } - - NonMaximumSuppressionParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const NonMaximumSuppressionParameter& from); - void MergeFrom(const NonMaximumSuppressionParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(NonMaximumSuppressionParameter* other); - void UnsafeMergeFrom(const NonMaximumSuppressionParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional float nms_threshold = 1 [default = 0.3]; - bool has_nms_threshold() const; - void clear_nms_threshold(); - static const int kNmsThresholdFieldNumber = 1; - float nms_threshold() const; - void set_nms_threshold(float value); - - // optional int32 top_k = 2; - bool has_top_k() const; - void clear_top_k(); - static const int kTopKFieldNumber = 2; - ::google::protobuf::int32 top_k() const; - void set_top_k(::google::protobuf::int32 value); - - // optional float eta = 3 [default = 1]; - bool has_eta() const; - void clear_eta(); - static const int kEtaFieldNumber = 3; - float eta() const; - void set_eta(float value); - - // @@protoc_insertion_point(class_scope:caffe.NonMaximumSuppressionParameter) - private: - inline void set_has_nms_threshold(); - inline void clear_has_nms_threshold(); - inline void set_has_top_k(); - inline void clear_has_top_k(); - inline void set_has_eta(); - inline void clear_has_eta(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - ::google::protobuf::int32 top_k_; - float nms_threshold_; - float eta_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed NonMaximumSuppressionParameter_default_instance_; - -// ------------------------------------------------------------------- - -class SaveOutputParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.SaveOutputParameter) */ { - public: - SaveOutputParameter(); - virtual ~SaveOutputParameter(); - - SaveOutputParameter(const SaveOutputParameter& from); - - inline SaveOutputParameter& operator=(const SaveOutputParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const SaveOutputParameter& default_instance(); - - static const SaveOutputParameter* internal_default_instance(); - - void Swap(SaveOutputParameter* other); - - // implements Message ---------------------------------------------- - - inline SaveOutputParameter* New() const { return New(NULL); } - - SaveOutputParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const SaveOutputParameter& from); - void MergeFrom(const SaveOutputParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(SaveOutputParameter* other); - void UnsafeMergeFrom(const SaveOutputParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional string output_directory = 1; - bool has_output_directory() const; - void clear_output_directory(); - static const int kOutputDirectoryFieldNumber = 1; - const ::std::string& output_directory() const; - void set_output_directory(const ::std::string& value); - void set_output_directory(const char* value); - void set_output_directory(const char* value, size_t size); - ::std::string* mutable_output_directory(); - ::std::string* release_output_directory(); - void set_allocated_output_directory(::std::string* output_directory); - - // optional string output_name_prefix = 2; - bool has_output_name_prefix() const; - void clear_output_name_prefix(); - static const int kOutputNamePrefixFieldNumber = 2; - const ::std::string& output_name_prefix() const; - void set_output_name_prefix(const ::std::string& value); - void set_output_name_prefix(const char* value); - void set_output_name_prefix(const char* value, size_t size); - ::std::string* mutable_output_name_prefix(); - ::std::string* release_output_name_prefix(); - void set_allocated_output_name_prefix(::std::string* output_name_prefix); - - // optional string output_format = 3; - bool has_output_format() const; - void clear_output_format(); - static const int kOutputFormatFieldNumber = 3; - const ::std::string& output_format() const; - void set_output_format(const ::std::string& value); - void set_output_format(const char* value); - void set_output_format(const char* value, size_t size); - ::std::string* mutable_output_format(); - ::std::string* release_output_format(); - void set_allocated_output_format(::std::string* output_format); - - // optional string label_map_file = 4; - bool has_label_map_file() const; - void clear_label_map_file(); - static const int kLabelMapFileFieldNumber = 4; - const ::std::string& label_map_file() const; - void set_label_map_file(const ::std::string& value); - void set_label_map_file(const char* value); - void set_label_map_file(const char* value, size_t size); - ::std::string* mutable_label_map_file(); - ::std::string* release_label_map_file(); - void set_allocated_label_map_file(::std::string* label_map_file); - - // optional string name_size_file = 5; - bool has_name_size_file() const; - void clear_name_size_file(); - static const int kNameSizeFileFieldNumber = 5; - const ::std::string& name_size_file() const; - void set_name_size_file(const ::std::string& value); - void set_name_size_file(const char* value); - void set_name_size_file(const char* value, size_t size); - ::std::string* mutable_name_size_file(); - ::std::string* release_name_size_file(); - void set_allocated_name_size_file(::std::string* name_size_file); - - // optional uint32 num_test_image = 6; - bool has_num_test_image() const; - void clear_num_test_image(); - static const int kNumTestImageFieldNumber = 6; - ::google::protobuf::uint32 num_test_image() const; - void set_num_test_image(::google::protobuf::uint32 value); - - // @@protoc_insertion_point(class_scope:caffe.SaveOutputParameter) - private: - inline void set_has_output_directory(); - inline void clear_has_output_directory(); - inline void set_has_output_name_prefix(); - inline void clear_has_output_name_prefix(); - inline void set_has_output_format(); - inline void clear_has_output_format(); - inline void set_has_label_map_file(); - inline void clear_has_label_map_file(); - inline void set_has_name_size_file(); - inline void clear_has_name_size_file(); - inline void set_has_num_test_image(); - inline void clear_has_num_test_image(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - ::google::protobuf::internal::ArenaStringPtr output_directory_; - ::google::protobuf::internal::ArenaStringPtr output_name_prefix_; - ::google::protobuf::internal::ArenaStringPtr output_format_; - ::google::protobuf::internal::ArenaStringPtr label_map_file_; - ::google::protobuf::internal::ArenaStringPtr name_size_file_; - ::google::protobuf::uint32 num_test_image_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed SaveOutputParameter_default_instance_; - -// ------------------------------------------------------------------- - -class DropoutParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.DropoutParameter) */ { - public: - DropoutParameter(); - virtual ~DropoutParameter(); - - DropoutParameter(const DropoutParameter& from); - - inline DropoutParameter& operator=(const DropoutParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const DropoutParameter& default_instance(); - - static const DropoutParameter* internal_default_instance(); - - void Swap(DropoutParameter* other); - - // implements Message ---------------------------------------------- - - inline DropoutParameter* New() const { return New(NULL); } - - DropoutParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const DropoutParameter& from); - void MergeFrom(const DropoutParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(DropoutParameter* other); - void UnsafeMergeFrom(const DropoutParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional float dropout_ratio = 1 [default = 0.5]; - bool has_dropout_ratio() const; - void clear_dropout_ratio(); - static const int kDropoutRatioFieldNumber = 1; - float dropout_ratio() const; - void set_dropout_ratio(float value); - - // @@protoc_insertion_point(class_scope:caffe.DropoutParameter) - private: - inline void set_has_dropout_ratio(); - inline void clear_has_dropout_ratio(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - float dropout_ratio_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed DropoutParameter_default_instance_; - -// ------------------------------------------------------------------- - -class DummyDataParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.DummyDataParameter) */ { - public: - DummyDataParameter(); - virtual ~DummyDataParameter(); - - DummyDataParameter(const DummyDataParameter& from); - - inline DummyDataParameter& operator=(const DummyDataParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const DummyDataParameter& default_instance(); - - static const DummyDataParameter* internal_default_instance(); - - void Swap(DummyDataParameter* other); - - // implements Message ---------------------------------------------- - - inline DummyDataParameter* New() const { return New(NULL); } - - DummyDataParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const DummyDataParameter& from); - void MergeFrom(const DummyDataParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(DummyDataParameter* other); - void UnsafeMergeFrom(const DummyDataParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // repeated .caffe.FillerParameter data_filler = 1; - int data_filler_size() const; - void clear_data_filler(); - static const int kDataFillerFieldNumber = 1; - const ::caffe::FillerParameter& data_filler(int index) const; - ::caffe::FillerParameter* mutable_data_filler(int index); - ::caffe::FillerParameter* add_data_filler(); - ::google::protobuf::RepeatedPtrField< ::caffe::FillerParameter >* - mutable_data_filler(); - const ::google::protobuf::RepeatedPtrField< ::caffe::FillerParameter >& - data_filler() const; - - // repeated .caffe.BlobShape shape = 6; - int shape_size() const; - void clear_shape(); - static const int kShapeFieldNumber = 6; - const ::caffe::BlobShape& shape(int index) const; - ::caffe::BlobShape* mutable_shape(int index); - ::caffe::BlobShape* add_shape(); - ::google::protobuf::RepeatedPtrField< ::caffe::BlobShape >* - mutable_shape(); - const ::google::protobuf::RepeatedPtrField< ::caffe::BlobShape >& - shape() const; - - // repeated uint32 num = 2; - int num_size() const; - void clear_num(); - static const int kNumFieldNumber = 2; - ::google::protobuf::uint32 num(int index) const; - void set_num(int index, ::google::protobuf::uint32 value); - void add_num(::google::protobuf::uint32 value); - const ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >& - num() const; - ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >* - mutable_num(); - - // repeated uint32 channels = 3; - int channels_size() const; - void clear_channels(); - static const int kChannelsFieldNumber = 3; - ::google::protobuf::uint32 channels(int index) const; - void set_channels(int index, ::google::protobuf::uint32 value); - void add_channels(::google::protobuf::uint32 value); - const ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >& - channels() const; - ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >* - mutable_channels(); - - // repeated uint32 height = 4; - int height_size() const; - void clear_height(); - static const int kHeightFieldNumber = 4; - ::google::protobuf::uint32 height(int index) const; - void set_height(int index, ::google::protobuf::uint32 value); - void add_height(::google::protobuf::uint32 value); - const ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >& - height() const; - ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >* - mutable_height(); - - // repeated uint32 width = 5; - int width_size() const; - void clear_width(); - static const int kWidthFieldNumber = 5; - ::google::protobuf::uint32 width(int index) const; - void set_width(int index, ::google::protobuf::uint32 value); - void add_width(::google::protobuf::uint32 value); - const ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >& - width() const; - ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >* - mutable_width(); - - // @@protoc_insertion_point(class_scope:caffe.DummyDataParameter) - private: - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - ::google::protobuf::RepeatedPtrField< ::caffe::FillerParameter > data_filler_; - ::google::protobuf::RepeatedPtrField< ::caffe::BlobShape > shape_; - ::google::protobuf::RepeatedField< ::google::protobuf::uint32 > num_; - ::google::protobuf::RepeatedField< ::google::protobuf::uint32 > channels_; - ::google::protobuf::RepeatedField< ::google::protobuf::uint32 > height_; - ::google::protobuf::RepeatedField< ::google::protobuf::uint32 > width_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed DummyDataParameter_default_instance_; - -// ------------------------------------------------------------------- - -class EltwiseParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.EltwiseParameter) */ { - public: - EltwiseParameter(); - virtual ~EltwiseParameter(); - - EltwiseParameter(const EltwiseParameter& from); - - inline EltwiseParameter& operator=(const EltwiseParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const EltwiseParameter& default_instance(); - - static const EltwiseParameter* internal_default_instance(); - - void Swap(EltwiseParameter* other); - - // implements Message ---------------------------------------------- - - inline EltwiseParameter* New() const { return New(NULL); } - - EltwiseParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const EltwiseParameter& from); - void MergeFrom(const EltwiseParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(EltwiseParameter* other); - void UnsafeMergeFrom(const EltwiseParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - typedef EltwiseParameter_EltwiseOp EltwiseOp; - static const EltwiseOp PROD = - EltwiseParameter_EltwiseOp_PROD; - static const EltwiseOp SUM = - EltwiseParameter_EltwiseOp_SUM; - static const EltwiseOp MAX = - EltwiseParameter_EltwiseOp_MAX; - static inline bool EltwiseOp_IsValid(int value) { - return EltwiseParameter_EltwiseOp_IsValid(value); - } - static const EltwiseOp EltwiseOp_MIN = - EltwiseParameter_EltwiseOp_EltwiseOp_MIN; - static const EltwiseOp EltwiseOp_MAX = - EltwiseParameter_EltwiseOp_EltwiseOp_MAX; - static const int EltwiseOp_ARRAYSIZE = - EltwiseParameter_EltwiseOp_EltwiseOp_ARRAYSIZE; - static inline const ::google::protobuf::EnumDescriptor* - EltwiseOp_descriptor() { - return EltwiseParameter_EltwiseOp_descriptor(); - } - static inline const ::std::string& EltwiseOp_Name(EltwiseOp value) { - return EltwiseParameter_EltwiseOp_Name(value); - } - static inline bool EltwiseOp_Parse(const ::std::string& name, - EltwiseOp* value) { - return EltwiseParameter_EltwiseOp_Parse(name, value); - } - - // accessors ------------------------------------------------------- - - // optional .caffe.EltwiseParameter.EltwiseOp operation = 1 [default = SUM]; - bool has_operation() const; - void clear_operation(); - static const int kOperationFieldNumber = 1; - ::caffe::EltwiseParameter_EltwiseOp operation() const; - void set_operation(::caffe::EltwiseParameter_EltwiseOp value); - - // repeated float coeff = 2; - int coeff_size() const; - void clear_coeff(); - static const int kCoeffFieldNumber = 2; - float coeff(int index) const; - void set_coeff(int index, float value); - void add_coeff(float value); - const ::google::protobuf::RepeatedField< float >& - coeff() const; - ::google::protobuf::RepeatedField< float >* - mutable_coeff(); - - // optional bool stable_prod_grad = 3 [default = true]; - bool has_stable_prod_grad() const; - void clear_stable_prod_grad(); - static const int kStableProdGradFieldNumber = 3; - bool stable_prod_grad() const; - void set_stable_prod_grad(bool value); - - // @@protoc_insertion_point(class_scope:caffe.EltwiseParameter) - private: - inline void set_has_operation(); - inline void clear_has_operation(); - inline void set_has_stable_prod_grad(); - inline void clear_has_stable_prod_grad(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - ::google::protobuf::RepeatedField< float > coeff_; - int operation_; - bool stable_prod_grad_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed EltwiseParameter_default_instance_; - -// ------------------------------------------------------------------- - -class ELUParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.ELUParameter) */ { - public: - ELUParameter(); - virtual ~ELUParameter(); - - ELUParameter(const ELUParameter& from); - - inline ELUParameter& operator=(const ELUParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const ELUParameter& default_instance(); - - static const ELUParameter* internal_default_instance(); - - void Swap(ELUParameter* other); - - // implements Message ---------------------------------------------- - - inline ELUParameter* New() const { return New(NULL); } - - ELUParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const ELUParameter& from); - void MergeFrom(const ELUParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(ELUParameter* other); - void UnsafeMergeFrom(const ELUParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional float alpha = 1 [default = 1]; - bool has_alpha() const; - void clear_alpha(); - static const int kAlphaFieldNumber = 1; - float alpha() const; - void set_alpha(float value); - - // @@protoc_insertion_point(class_scope:caffe.ELUParameter) - private: - inline void set_has_alpha(); - inline void clear_has_alpha(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - float alpha_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed ELUParameter_default_instance_; - -// ------------------------------------------------------------------- - -class EmbedParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.EmbedParameter) */ { - public: - EmbedParameter(); - virtual ~EmbedParameter(); - - EmbedParameter(const EmbedParameter& from); - - inline EmbedParameter& operator=(const EmbedParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const EmbedParameter& default_instance(); - - static const EmbedParameter* internal_default_instance(); - - void Swap(EmbedParameter* other); - - // implements Message ---------------------------------------------- - - inline EmbedParameter* New() const { return New(NULL); } - - EmbedParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const EmbedParameter& from); - void MergeFrom(const EmbedParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(EmbedParameter* other); - void UnsafeMergeFrom(const EmbedParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional uint32 num_output = 1; - bool has_num_output() const; - void clear_num_output(); - static const int kNumOutputFieldNumber = 1; - ::google::protobuf::uint32 num_output() const; - void set_num_output(::google::protobuf::uint32 value); - - // optional uint32 input_dim = 2; - bool has_input_dim() const; - void clear_input_dim(); - static const int kInputDimFieldNumber = 2; - ::google::protobuf::uint32 input_dim() const; - void set_input_dim(::google::protobuf::uint32 value); - - // optional bool bias_term = 3 [default = true]; - bool has_bias_term() const; - void clear_bias_term(); - static const int kBiasTermFieldNumber = 3; - bool bias_term() const; - void set_bias_term(bool value); - - // optional .caffe.FillerParameter weight_filler = 4; - bool has_weight_filler() const; - void clear_weight_filler(); - static const int kWeightFillerFieldNumber = 4; - const ::caffe::FillerParameter& weight_filler() const; - ::caffe::FillerParameter* mutable_weight_filler(); - ::caffe::FillerParameter* release_weight_filler(); - void set_allocated_weight_filler(::caffe::FillerParameter* weight_filler); - - // optional .caffe.FillerParameter bias_filler = 5; - bool has_bias_filler() const; - void clear_bias_filler(); - static const int kBiasFillerFieldNumber = 5; - const ::caffe::FillerParameter& bias_filler() const; - ::caffe::FillerParameter* mutable_bias_filler(); - ::caffe::FillerParameter* release_bias_filler(); - void set_allocated_bias_filler(::caffe::FillerParameter* bias_filler); - - // @@protoc_insertion_point(class_scope:caffe.EmbedParameter) - private: - inline void set_has_num_output(); - inline void clear_has_num_output(); - inline void set_has_input_dim(); - inline void clear_has_input_dim(); - inline void set_has_bias_term(); - inline void clear_has_bias_term(); - inline void set_has_weight_filler(); - inline void clear_has_weight_filler(); - inline void set_has_bias_filler(); - inline void clear_has_bias_filler(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - ::caffe::FillerParameter* weight_filler_; - ::caffe::FillerParameter* bias_filler_; - ::google::protobuf::uint32 num_output_; - ::google::protobuf::uint32 input_dim_; - bool bias_term_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed EmbedParameter_default_instance_; - -// ------------------------------------------------------------------- - -class ExpParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.ExpParameter) */ { - public: - ExpParameter(); - virtual ~ExpParameter(); - - ExpParameter(const ExpParameter& from); - - inline ExpParameter& operator=(const ExpParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const ExpParameter& default_instance(); - - static const ExpParameter* internal_default_instance(); - - void Swap(ExpParameter* other); - - // implements Message ---------------------------------------------- - - inline ExpParameter* New() const { return New(NULL); } - - ExpParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const ExpParameter& from); - void MergeFrom(const ExpParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(ExpParameter* other); - void UnsafeMergeFrom(const ExpParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional float base = 1 [default = -1]; - bool has_base() const; - void clear_base(); - static const int kBaseFieldNumber = 1; - float base() const; - void set_base(float value); - - // optional float scale = 2 [default = 1]; - bool has_scale() const; - void clear_scale(); - static const int kScaleFieldNumber = 2; - float scale() const; - void set_scale(float value); - - // optional float shift = 3 [default = 0]; - bool has_shift() const; - void clear_shift(); - static const int kShiftFieldNumber = 3; - float shift() const; - void set_shift(float value); - - // @@protoc_insertion_point(class_scope:caffe.ExpParameter) - private: - inline void set_has_base(); - inline void clear_has_base(); - inline void set_has_scale(); - inline void clear_has_scale(); - inline void set_has_shift(); - inline void clear_has_shift(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - float shift_; - float base_; - float scale_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed ExpParameter_default_instance_; - -// ------------------------------------------------------------------- - -class FlattenParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.FlattenParameter) */ { - public: - FlattenParameter(); - virtual ~FlattenParameter(); - - FlattenParameter(const FlattenParameter& from); - - inline FlattenParameter& operator=(const FlattenParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const FlattenParameter& default_instance(); - - static const FlattenParameter* internal_default_instance(); - - void Swap(FlattenParameter* other); - - // implements Message ---------------------------------------------- - - inline FlattenParameter* New() const { return New(NULL); } - - FlattenParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const FlattenParameter& from); - void MergeFrom(const FlattenParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(FlattenParameter* other); - void UnsafeMergeFrom(const FlattenParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional int32 axis = 1 [default = 1]; - bool has_axis() const; - void clear_axis(); - static const int kAxisFieldNumber = 1; - ::google::protobuf::int32 axis() const; - void set_axis(::google::protobuf::int32 value); - - // optional int32 end_axis = 2 [default = -1]; - bool has_end_axis() const; - void clear_end_axis(); - static const int kEndAxisFieldNumber = 2; - ::google::protobuf::int32 end_axis() const; - void set_end_axis(::google::protobuf::int32 value); - - // @@protoc_insertion_point(class_scope:caffe.FlattenParameter) - private: - inline void set_has_axis(); - inline void clear_has_axis(); - inline void set_has_end_axis(); - inline void clear_has_end_axis(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - ::google::protobuf::int32 axis_; - ::google::protobuf::int32 end_axis_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed FlattenParameter_default_instance_; - -// ------------------------------------------------------------------- - -class HDF5DataParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.HDF5DataParameter) */ { - public: - HDF5DataParameter(); - virtual ~HDF5DataParameter(); - - HDF5DataParameter(const HDF5DataParameter& from); - - inline HDF5DataParameter& operator=(const HDF5DataParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const HDF5DataParameter& default_instance(); - - static const HDF5DataParameter* internal_default_instance(); - - void Swap(HDF5DataParameter* other); - - // implements Message ---------------------------------------------- - - inline HDF5DataParameter* New() const { return New(NULL); } - - HDF5DataParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const HDF5DataParameter& from); - void MergeFrom(const HDF5DataParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(HDF5DataParameter* other); - void UnsafeMergeFrom(const HDF5DataParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional string source = 1; - bool has_source() const; - void clear_source(); - static const int kSourceFieldNumber = 1; - const ::std::string& source() const; - void set_source(const ::std::string& value); - void set_source(const char* value); - void set_source(const char* value, size_t size); - ::std::string* mutable_source(); - ::std::string* release_source(); - void set_allocated_source(::std::string* source); - - // optional uint32 batch_size = 2; - bool has_batch_size() const; - void clear_batch_size(); - static const int kBatchSizeFieldNumber = 2; - ::google::protobuf::uint32 batch_size() const; - void set_batch_size(::google::protobuf::uint32 value); - - // optional bool shuffle = 3 [default = false]; - bool has_shuffle() const; - void clear_shuffle(); - static const int kShuffleFieldNumber = 3; - bool shuffle() const; - void set_shuffle(bool value); - - // @@protoc_insertion_point(class_scope:caffe.HDF5DataParameter) - private: - inline void set_has_source(); - inline void clear_has_source(); - inline void set_has_batch_size(); - inline void clear_has_batch_size(); - inline void set_has_shuffle(); - inline void clear_has_shuffle(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - ::google::protobuf::internal::ArenaStringPtr source_; - ::google::protobuf::uint32 batch_size_; - bool shuffle_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed HDF5DataParameter_default_instance_; - -// ------------------------------------------------------------------- - -class HDF5OutputParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.HDF5OutputParameter) */ { - public: - HDF5OutputParameter(); - virtual ~HDF5OutputParameter(); - - HDF5OutputParameter(const HDF5OutputParameter& from); - - inline HDF5OutputParameter& operator=(const HDF5OutputParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const HDF5OutputParameter& default_instance(); - - static const HDF5OutputParameter* internal_default_instance(); - - void Swap(HDF5OutputParameter* other); - - // implements Message ---------------------------------------------- - - inline HDF5OutputParameter* New() const { return New(NULL); } - - HDF5OutputParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const HDF5OutputParameter& from); - void MergeFrom(const HDF5OutputParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(HDF5OutputParameter* other); - void UnsafeMergeFrom(const HDF5OutputParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional string file_name = 1; - bool has_file_name() const; - void clear_file_name(); - static const int kFileNameFieldNumber = 1; - const ::std::string& file_name() const; - void set_file_name(const ::std::string& value); - void set_file_name(const char* value); - void set_file_name(const char* value, size_t size); - ::std::string* mutable_file_name(); - ::std::string* release_file_name(); - void set_allocated_file_name(::std::string* file_name); - - // @@protoc_insertion_point(class_scope:caffe.HDF5OutputParameter) - private: - inline void set_has_file_name(); - inline void clear_has_file_name(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - ::google::protobuf::internal::ArenaStringPtr file_name_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed HDF5OutputParameter_default_instance_; - -// ------------------------------------------------------------------- - -class HingeLossParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.HingeLossParameter) */ { - public: - HingeLossParameter(); - virtual ~HingeLossParameter(); - - HingeLossParameter(const HingeLossParameter& from); - - inline HingeLossParameter& operator=(const HingeLossParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const HingeLossParameter& default_instance(); - - static const HingeLossParameter* internal_default_instance(); - - void Swap(HingeLossParameter* other); - - // implements Message ---------------------------------------------- - - inline HingeLossParameter* New() const { return New(NULL); } - - HingeLossParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const HingeLossParameter& from); - void MergeFrom(const HingeLossParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(HingeLossParameter* other); - void UnsafeMergeFrom(const HingeLossParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - typedef HingeLossParameter_Norm Norm; - static const Norm L1 = - HingeLossParameter_Norm_L1; - static const Norm L2 = - HingeLossParameter_Norm_L2; - static inline bool Norm_IsValid(int value) { - return HingeLossParameter_Norm_IsValid(value); - } - static const Norm Norm_MIN = - HingeLossParameter_Norm_Norm_MIN; - static const Norm Norm_MAX = - HingeLossParameter_Norm_Norm_MAX; - static const int Norm_ARRAYSIZE = - HingeLossParameter_Norm_Norm_ARRAYSIZE; - static inline const ::google::protobuf::EnumDescriptor* - Norm_descriptor() { - return HingeLossParameter_Norm_descriptor(); - } - static inline const ::std::string& Norm_Name(Norm value) { - return HingeLossParameter_Norm_Name(value); - } - static inline bool Norm_Parse(const ::std::string& name, - Norm* value) { - return HingeLossParameter_Norm_Parse(name, value); - } - - // accessors ------------------------------------------------------- - - // optional .caffe.HingeLossParameter.Norm norm = 1 [default = L1]; - bool has_norm() const; - void clear_norm(); - static const int kNormFieldNumber = 1; - ::caffe::HingeLossParameter_Norm norm() const; - void set_norm(::caffe::HingeLossParameter_Norm value); - - // @@protoc_insertion_point(class_scope:caffe.HingeLossParameter) - private: - inline void set_has_norm(); - inline void clear_has_norm(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - int norm_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed HingeLossParameter_default_instance_; - -// ------------------------------------------------------------------- - -class ImageDataParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.ImageDataParameter) */ { - public: - ImageDataParameter(); - virtual ~ImageDataParameter(); - - ImageDataParameter(const ImageDataParameter& from); - - inline ImageDataParameter& operator=(const ImageDataParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const ImageDataParameter& default_instance(); - - static const ImageDataParameter* internal_default_instance(); - - void Swap(ImageDataParameter* other); - - // implements Message ---------------------------------------------- - - inline ImageDataParameter* New() const { return New(NULL); } - - ImageDataParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const ImageDataParameter& from); - void MergeFrom(const ImageDataParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(ImageDataParameter* other); - void UnsafeMergeFrom(const ImageDataParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional string source = 1; - bool has_source() const; - void clear_source(); - static const int kSourceFieldNumber = 1; - const ::std::string& source() const; - void set_source(const ::std::string& value); - void set_source(const char* value); - void set_source(const char* value, size_t size); - ::std::string* mutable_source(); - ::std::string* release_source(); - void set_allocated_source(::std::string* source); - - // optional uint32 batch_size = 4 [default = 1]; - bool has_batch_size() const; - void clear_batch_size(); - static const int kBatchSizeFieldNumber = 4; - ::google::protobuf::uint32 batch_size() const; - void set_batch_size(::google::protobuf::uint32 value); - - // optional uint32 rand_skip = 7 [default = 0]; - bool has_rand_skip() const; - void clear_rand_skip(); - static const int kRandSkipFieldNumber = 7; - ::google::protobuf::uint32 rand_skip() const; - void set_rand_skip(::google::protobuf::uint32 value); - - // optional bool shuffle = 8 [default = false]; - bool has_shuffle() const; - void clear_shuffle(); - static const int kShuffleFieldNumber = 8; - bool shuffle() const; - void set_shuffle(bool value); - - // optional uint32 new_height = 9 [default = 0]; - bool has_new_height() const; - void clear_new_height(); - static const int kNewHeightFieldNumber = 9; - ::google::protobuf::uint32 new_height() const; - void set_new_height(::google::protobuf::uint32 value); - - // optional uint32 new_width = 10 [default = 0]; - bool has_new_width() const; - void clear_new_width(); - static const int kNewWidthFieldNumber = 10; - ::google::protobuf::uint32 new_width() const; - void set_new_width(::google::protobuf::uint32 value); - - // optional bool is_color = 11 [default = true]; - bool has_is_color() const; - void clear_is_color(); - static const int kIsColorFieldNumber = 11; - bool is_color() const; - void set_is_color(bool value); - - // optional float scale = 2 [default = 1]; - bool has_scale() const; - void clear_scale(); - static const int kScaleFieldNumber = 2; - float scale() const; - void set_scale(float value); - - // optional string mean_file = 3; - bool has_mean_file() const; - void clear_mean_file(); - static const int kMeanFileFieldNumber = 3; - const ::std::string& mean_file() const; - void set_mean_file(const ::std::string& value); - void set_mean_file(const char* value); - void set_mean_file(const char* value, size_t size); - ::std::string* mutable_mean_file(); - ::std::string* release_mean_file(); - void set_allocated_mean_file(::std::string* mean_file); - - // optional uint32 crop_size = 5 [default = 0]; - bool has_crop_size() const; - void clear_crop_size(); - static const int kCropSizeFieldNumber = 5; - ::google::protobuf::uint32 crop_size() const; - void set_crop_size(::google::protobuf::uint32 value); - - // optional bool mirror = 6 [default = false]; - bool has_mirror() const; - void clear_mirror(); - static const int kMirrorFieldNumber = 6; - bool mirror() const; - void set_mirror(bool value); - - // optional string root_folder = 12 [default = ""]; - bool has_root_folder() const; - void clear_root_folder(); - static const int kRootFolderFieldNumber = 12; - const ::std::string& root_folder() const; - void set_root_folder(const ::std::string& value); - void set_root_folder(const char* value); - void set_root_folder(const char* value, size_t size); - ::std::string* mutable_root_folder(); - ::std::string* release_root_folder(); - void set_allocated_root_folder(::std::string* root_folder); - - // @@protoc_insertion_point(class_scope:caffe.ImageDataParameter) - private: - inline void set_has_source(); - inline void clear_has_source(); - inline void set_has_batch_size(); - inline void clear_has_batch_size(); - inline void set_has_rand_skip(); - inline void clear_has_rand_skip(); - inline void set_has_shuffle(); - inline void clear_has_shuffle(); - inline void set_has_new_height(); - inline void clear_has_new_height(); - inline void set_has_new_width(); - inline void clear_has_new_width(); - inline void set_has_is_color(); - inline void clear_has_is_color(); - inline void set_has_scale(); - inline void clear_has_scale(); - inline void set_has_mean_file(); - inline void clear_has_mean_file(); - inline void set_has_crop_size(); - inline void clear_has_crop_size(); - inline void set_has_mirror(); - inline void clear_has_mirror(); - inline void set_has_root_folder(); - inline void clear_has_root_folder(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - ::google::protobuf::internal::ArenaStringPtr source_; - ::google::protobuf::internal::ArenaStringPtr mean_file_; - ::google::protobuf::internal::ArenaStringPtr root_folder_; - ::google::protobuf::uint32 rand_skip_; - ::google::protobuf::uint32 new_height_; - ::google::protobuf::uint32 new_width_; - bool shuffle_; - bool mirror_; - ::google::protobuf::uint32 crop_size_; - float scale_; - ::google::protobuf::uint32 batch_size_; - bool is_color_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed ImageDataParameter_default_instance_; - -// ------------------------------------------------------------------- - -class InfogainLossParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.InfogainLossParameter) */ { - public: - InfogainLossParameter(); - virtual ~InfogainLossParameter(); - - InfogainLossParameter(const InfogainLossParameter& from); - - inline InfogainLossParameter& operator=(const InfogainLossParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const InfogainLossParameter& default_instance(); - - static const InfogainLossParameter* internal_default_instance(); - - void Swap(InfogainLossParameter* other); - - // implements Message ---------------------------------------------- - - inline InfogainLossParameter* New() const { return New(NULL); } - - InfogainLossParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const InfogainLossParameter& from); - void MergeFrom(const InfogainLossParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(InfogainLossParameter* other); - void UnsafeMergeFrom(const InfogainLossParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional string source = 1; - bool has_source() const; - void clear_source(); - static const int kSourceFieldNumber = 1; - const ::std::string& source() const; - void set_source(const ::std::string& value); - void set_source(const char* value); - void set_source(const char* value, size_t size); - ::std::string* mutable_source(); - ::std::string* release_source(); - void set_allocated_source(::std::string* source); - - // @@protoc_insertion_point(class_scope:caffe.InfogainLossParameter) - private: - inline void set_has_source(); - inline void clear_has_source(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - ::google::protobuf::internal::ArenaStringPtr source_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed InfogainLossParameter_default_instance_; - -// ------------------------------------------------------------------- - -class InnerProductParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.InnerProductParameter) */ { - public: - InnerProductParameter(); - virtual ~InnerProductParameter(); - - InnerProductParameter(const InnerProductParameter& from); - - inline InnerProductParameter& operator=(const InnerProductParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const InnerProductParameter& default_instance(); - - static const InnerProductParameter* internal_default_instance(); - - void Swap(InnerProductParameter* other); - - // implements Message ---------------------------------------------- - - inline InnerProductParameter* New() const { return New(NULL); } - - InnerProductParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const InnerProductParameter& from); - void MergeFrom(const InnerProductParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(InnerProductParameter* other); - void UnsafeMergeFrom(const InnerProductParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional uint32 num_output = 1; - bool has_num_output() const; - void clear_num_output(); - static const int kNumOutputFieldNumber = 1; - ::google::protobuf::uint32 num_output() const; - void set_num_output(::google::protobuf::uint32 value); - - // optional bool bias_term = 2 [default = true]; - bool has_bias_term() const; - void clear_bias_term(); - static const int kBiasTermFieldNumber = 2; - bool bias_term() const; - void set_bias_term(bool value); - - // optional .caffe.FillerParameter weight_filler = 3; - bool has_weight_filler() const; - void clear_weight_filler(); - static const int kWeightFillerFieldNumber = 3; - const ::caffe::FillerParameter& weight_filler() const; - ::caffe::FillerParameter* mutable_weight_filler(); - ::caffe::FillerParameter* release_weight_filler(); - void set_allocated_weight_filler(::caffe::FillerParameter* weight_filler); - - // optional .caffe.FillerParameter bias_filler = 4; - bool has_bias_filler() const; - void clear_bias_filler(); - static const int kBiasFillerFieldNumber = 4; - const ::caffe::FillerParameter& bias_filler() const; - ::caffe::FillerParameter* mutable_bias_filler(); - ::caffe::FillerParameter* release_bias_filler(); - void set_allocated_bias_filler(::caffe::FillerParameter* bias_filler); - - // optional int32 axis = 5 [default = 1]; - bool has_axis() const; - void clear_axis(); - static const int kAxisFieldNumber = 5; - ::google::protobuf::int32 axis() const; - void set_axis(::google::protobuf::int32 value); - - // optional bool transpose = 6 [default = false]; - bool has_transpose() const; - void clear_transpose(); - static const int kTransposeFieldNumber = 6; - bool transpose() const; - void set_transpose(bool value); - - // @@protoc_insertion_point(class_scope:caffe.InnerProductParameter) - private: - inline void set_has_num_output(); - inline void clear_has_num_output(); - inline void set_has_bias_term(); - inline void clear_has_bias_term(); - inline void set_has_weight_filler(); - inline void clear_has_weight_filler(); - inline void set_has_bias_filler(); - inline void clear_has_bias_filler(); - inline void set_has_axis(); - inline void clear_has_axis(); - inline void set_has_transpose(); - inline void clear_has_transpose(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - ::caffe::FillerParameter* weight_filler_; - ::caffe::FillerParameter* bias_filler_; - ::google::protobuf::uint32 num_output_; - bool transpose_; - bool bias_term_; - ::google::protobuf::int32 axis_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed InnerProductParameter_default_instance_; - -// ------------------------------------------------------------------- - -class InputParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.InputParameter) */ { - public: - InputParameter(); - virtual ~InputParameter(); - - InputParameter(const InputParameter& from); - - inline InputParameter& operator=(const InputParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const InputParameter& default_instance(); - - static const InputParameter* internal_default_instance(); - - void Swap(InputParameter* other); - - // implements Message ---------------------------------------------- - - inline InputParameter* New() const { return New(NULL); } - - InputParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const InputParameter& from); - void MergeFrom(const InputParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(InputParameter* other); - void UnsafeMergeFrom(const InputParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // repeated .caffe.BlobShape shape = 1; - int shape_size() const; - void clear_shape(); - static const int kShapeFieldNumber = 1; - const ::caffe::BlobShape& shape(int index) const; - ::caffe::BlobShape* mutable_shape(int index); - ::caffe::BlobShape* add_shape(); - ::google::protobuf::RepeatedPtrField< ::caffe::BlobShape >* - mutable_shape(); - const ::google::protobuf::RepeatedPtrField< ::caffe::BlobShape >& - shape() const; - - // @@protoc_insertion_point(class_scope:caffe.InputParameter) - private: - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - ::google::protobuf::RepeatedPtrField< ::caffe::BlobShape > shape_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed InputParameter_default_instance_; - -// ------------------------------------------------------------------- - -class LogParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.LogParameter) */ { - public: - LogParameter(); - virtual ~LogParameter(); - - LogParameter(const LogParameter& from); - - inline LogParameter& operator=(const LogParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const LogParameter& default_instance(); - - static const LogParameter* internal_default_instance(); - - void Swap(LogParameter* other); - - // implements Message ---------------------------------------------- - - inline LogParameter* New() const { return New(NULL); } - - LogParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const LogParameter& from); - void MergeFrom(const LogParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(LogParameter* other); - void UnsafeMergeFrom(const LogParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional float base = 1 [default = -1]; - bool has_base() const; - void clear_base(); - static const int kBaseFieldNumber = 1; - float base() const; - void set_base(float value); - - // optional float scale = 2 [default = 1]; - bool has_scale() const; - void clear_scale(); - static const int kScaleFieldNumber = 2; - float scale() const; - void set_scale(float value); - - // optional float shift = 3 [default = 0]; - bool has_shift() const; - void clear_shift(); - static const int kShiftFieldNumber = 3; - float shift() const; - void set_shift(float value); - - // @@protoc_insertion_point(class_scope:caffe.LogParameter) - private: - inline void set_has_base(); - inline void clear_has_base(); - inline void set_has_scale(); - inline void clear_has_scale(); - inline void set_has_shift(); - inline void clear_has_shift(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - float shift_; - float base_; - float scale_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed LogParameter_default_instance_; - -// ------------------------------------------------------------------- - -class LRNParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.LRNParameter) */ { - public: - LRNParameter(); - virtual ~LRNParameter(); - - LRNParameter(const LRNParameter& from); - - inline LRNParameter& operator=(const LRNParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const LRNParameter& default_instance(); - - static const LRNParameter* internal_default_instance(); - - void Swap(LRNParameter* other); - - // implements Message ---------------------------------------------- - - inline LRNParameter* New() const { return New(NULL); } - - LRNParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const LRNParameter& from); - void MergeFrom(const LRNParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(LRNParameter* other); - void UnsafeMergeFrom(const LRNParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - typedef LRNParameter_NormRegion NormRegion; - static const NormRegion ACROSS_CHANNELS = - LRNParameter_NormRegion_ACROSS_CHANNELS; - static const NormRegion WITHIN_CHANNEL = - LRNParameter_NormRegion_WITHIN_CHANNEL; - static inline bool NormRegion_IsValid(int value) { - return LRNParameter_NormRegion_IsValid(value); - } - static const NormRegion NormRegion_MIN = - LRNParameter_NormRegion_NormRegion_MIN; - static const NormRegion NormRegion_MAX = - LRNParameter_NormRegion_NormRegion_MAX; - static const int NormRegion_ARRAYSIZE = - LRNParameter_NormRegion_NormRegion_ARRAYSIZE; - static inline const ::google::protobuf::EnumDescriptor* - NormRegion_descriptor() { - return LRNParameter_NormRegion_descriptor(); - } - static inline const ::std::string& NormRegion_Name(NormRegion value) { - return LRNParameter_NormRegion_Name(value); - } - static inline bool NormRegion_Parse(const ::std::string& name, - NormRegion* value) { - return LRNParameter_NormRegion_Parse(name, value); - } - - typedef LRNParameter_Engine Engine; - static const Engine DEFAULT = - LRNParameter_Engine_DEFAULT; - static const Engine CAFFE = - LRNParameter_Engine_CAFFE; - static const Engine CUDNN = - LRNParameter_Engine_CUDNN; - static inline bool Engine_IsValid(int value) { - return LRNParameter_Engine_IsValid(value); - } - static const Engine Engine_MIN = - LRNParameter_Engine_Engine_MIN; - static const Engine Engine_MAX = - LRNParameter_Engine_Engine_MAX; - static const int Engine_ARRAYSIZE = - LRNParameter_Engine_Engine_ARRAYSIZE; - static inline const ::google::protobuf::EnumDescriptor* - Engine_descriptor() { - return LRNParameter_Engine_descriptor(); - } - static inline const ::std::string& Engine_Name(Engine value) { - return LRNParameter_Engine_Name(value); - } - static inline bool Engine_Parse(const ::std::string& name, - Engine* value) { - return LRNParameter_Engine_Parse(name, value); - } - - // accessors ------------------------------------------------------- - - // optional uint32 local_size = 1 [default = 5]; - bool has_local_size() const; - void clear_local_size(); - static const int kLocalSizeFieldNumber = 1; - ::google::protobuf::uint32 local_size() const; - void set_local_size(::google::protobuf::uint32 value); - - // optional float alpha = 2 [default = 1]; - bool has_alpha() const; - void clear_alpha(); - static const int kAlphaFieldNumber = 2; - float alpha() const; - void set_alpha(float value); - - // optional float beta = 3 [default = 0.75]; - bool has_beta() const; - void clear_beta(); - static const int kBetaFieldNumber = 3; - float beta() const; - void set_beta(float value); - - // optional .caffe.LRNParameter.NormRegion norm_region = 4 [default = ACROSS_CHANNELS]; - bool has_norm_region() const; - void clear_norm_region(); - static const int kNormRegionFieldNumber = 4; - ::caffe::LRNParameter_NormRegion norm_region() const; - void set_norm_region(::caffe::LRNParameter_NormRegion value); - - // optional float k = 5 [default = 1]; - bool has_k() const; - void clear_k(); - static const int kKFieldNumber = 5; - float k() const; - void set_k(float value); - - // optional .caffe.LRNParameter.Engine engine = 6 [default = DEFAULT]; - bool has_engine() const; - void clear_engine(); - static const int kEngineFieldNumber = 6; - ::caffe::LRNParameter_Engine engine() const; - void set_engine(::caffe::LRNParameter_Engine value); - - // @@protoc_insertion_point(class_scope:caffe.LRNParameter) - private: - inline void set_has_local_size(); - inline void clear_has_local_size(); - inline void set_has_alpha(); - inline void clear_has_alpha(); - inline void set_has_beta(); - inline void clear_has_beta(); - inline void set_has_norm_region(); - inline void clear_has_norm_region(); - inline void set_has_k(); - inline void clear_has_k(); - inline void set_has_engine(); - inline void clear_has_engine(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - int norm_region_; - int engine_; - ::google::protobuf::uint32 local_size_; - float alpha_; - float beta_; - float k_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed LRNParameter_default_instance_; - -// ------------------------------------------------------------------- - -class MemoryDataParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.MemoryDataParameter) */ { - public: - MemoryDataParameter(); - virtual ~MemoryDataParameter(); - - MemoryDataParameter(const MemoryDataParameter& from); - - inline MemoryDataParameter& operator=(const MemoryDataParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const MemoryDataParameter& default_instance(); - - static const MemoryDataParameter* internal_default_instance(); - - void Swap(MemoryDataParameter* other); - - // implements Message ---------------------------------------------- - - inline MemoryDataParameter* New() const { return New(NULL); } - - MemoryDataParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const MemoryDataParameter& from); - void MergeFrom(const MemoryDataParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(MemoryDataParameter* other); - void UnsafeMergeFrom(const MemoryDataParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional uint32 batch_size = 1; - bool has_batch_size() const; - void clear_batch_size(); - static const int kBatchSizeFieldNumber = 1; - ::google::protobuf::uint32 batch_size() const; - void set_batch_size(::google::protobuf::uint32 value); - - // optional uint32 channels = 2; - bool has_channels() const; - void clear_channels(); - static const int kChannelsFieldNumber = 2; - ::google::protobuf::uint32 channels() const; - void set_channels(::google::protobuf::uint32 value); - - // optional uint32 height = 3; - bool has_height() const; - void clear_height(); - static const int kHeightFieldNumber = 3; - ::google::protobuf::uint32 height() const; - void set_height(::google::protobuf::uint32 value); - - // optional uint32 width = 4; - bool has_width() const; - void clear_width(); - static const int kWidthFieldNumber = 4; - ::google::protobuf::uint32 width() const; - void set_width(::google::protobuf::uint32 value); - - // @@protoc_insertion_point(class_scope:caffe.MemoryDataParameter) - private: - inline void set_has_batch_size(); - inline void clear_has_batch_size(); - inline void set_has_channels(); - inline void clear_has_channels(); - inline void set_has_height(); - inline void clear_has_height(); - inline void set_has_width(); - inline void clear_has_width(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - ::google::protobuf::uint32 batch_size_; - ::google::protobuf::uint32 channels_; - ::google::protobuf::uint32 height_; - ::google::protobuf::uint32 width_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed MemoryDataParameter_default_instance_; - -// ------------------------------------------------------------------- - -class MVNParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.MVNParameter) */ { - public: - MVNParameter(); - virtual ~MVNParameter(); - - MVNParameter(const MVNParameter& from); - - inline MVNParameter& operator=(const MVNParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const MVNParameter& default_instance(); - - static const MVNParameter* internal_default_instance(); - - void Swap(MVNParameter* other); - - // implements Message ---------------------------------------------- - - inline MVNParameter* New() const { return New(NULL); } - - MVNParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const MVNParameter& from); - void MergeFrom(const MVNParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(MVNParameter* other); - void UnsafeMergeFrom(const MVNParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional bool normalize_variance = 1 [default = true]; - bool has_normalize_variance() const; - void clear_normalize_variance(); - static const int kNormalizeVarianceFieldNumber = 1; - bool normalize_variance() const; - void set_normalize_variance(bool value); - - // optional bool across_channels = 2 [default = false]; - bool has_across_channels() const; - void clear_across_channels(); - static const int kAcrossChannelsFieldNumber = 2; - bool across_channels() const; - void set_across_channels(bool value); - - // optional float eps = 3 [default = 1e-09]; - bool has_eps() const; - void clear_eps(); - static const int kEpsFieldNumber = 3; - float eps() const; - void set_eps(float value); - - // @@protoc_insertion_point(class_scope:caffe.MVNParameter) - private: - inline void set_has_normalize_variance(); - inline void clear_has_normalize_variance(); - inline void set_has_across_channels(); - inline void clear_has_across_channels(); - inline void set_has_eps(); - inline void clear_has_eps(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - bool across_channels_; - bool normalize_variance_; - float eps_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed MVNParameter_default_instance_; - -// ------------------------------------------------------------------- - -class ParameterParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.ParameterParameter) */ { - public: - ParameterParameter(); - virtual ~ParameterParameter(); - - ParameterParameter(const ParameterParameter& from); - - inline ParameterParameter& operator=(const ParameterParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const ParameterParameter& default_instance(); - - static const ParameterParameter* internal_default_instance(); - - void Swap(ParameterParameter* other); - - // implements Message ---------------------------------------------- - - inline ParameterParameter* New() const { return New(NULL); } - - ParameterParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const ParameterParameter& from); - void MergeFrom(const ParameterParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(ParameterParameter* other); - void UnsafeMergeFrom(const ParameterParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional .caffe.BlobShape shape = 1; - bool has_shape() const; - void clear_shape(); - static const int kShapeFieldNumber = 1; - const ::caffe::BlobShape& shape() const; - ::caffe::BlobShape* mutable_shape(); - ::caffe::BlobShape* release_shape(); - void set_allocated_shape(::caffe::BlobShape* shape); - - // @@protoc_insertion_point(class_scope:caffe.ParameterParameter) - private: - inline void set_has_shape(); - inline void clear_has_shape(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - ::caffe::BlobShape* shape_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed ParameterParameter_default_instance_; - -// ------------------------------------------------------------------- - -class PoolingParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.PoolingParameter) */ { - public: - PoolingParameter(); - virtual ~PoolingParameter(); - - PoolingParameter(const PoolingParameter& from); - - inline PoolingParameter& operator=(const PoolingParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const PoolingParameter& default_instance(); - - static const PoolingParameter* internal_default_instance(); - - void Swap(PoolingParameter* other); - - // implements Message ---------------------------------------------- - - inline PoolingParameter* New() const { return New(NULL); } - - PoolingParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const PoolingParameter& from); - void MergeFrom(const PoolingParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(PoolingParameter* other); - void UnsafeMergeFrom(const PoolingParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - typedef PoolingParameter_PoolMethod PoolMethod; - static const PoolMethod MAX = - PoolingParameter_PoolMethod_MAX; - static const PoolMethod AVE = - PoolingParameter_PoolMethod_AVE; - static const PoolMethod STOCHASTIC = - PoolingParameter_PoolMethod_STOCHASTIC; - static inline bool PoolMethod_IsValid(int value) { - return PoolingParameter_PoolMethod_IsValid(value); - } - static const PoolMethod PoolMethod_MIN = - PoolingParameter_PoolMethod_PoolMethod_MIN; - static const PoolMethod PoolMethod_MAX = - PoolingParameter_PoolMethod_PoolMethod_MAX; - static const int PoolMethod_ARRAYSIZE = - PoolingParameter_PoolMethod_PoolMethod_ARRAYSIZE; - static inline const ::google::protobuf::EnumDescriptor* - PoolMethod_descriptor() { - return PoolingParameter_PoolMethod_descriptor(); - } - static inline const ::std::string& PoolMethod_Name(PoolMethod value) { - return PoolingParameter_PoolMethod_Name(value); - } - static inline bool PoolMethod_Parse(const ::std::string& name, - PoolMethod* value) { - return PoolingParameter_PoolMethod_Parse(name, value); - } - - typedef PoolingParameter_Engine Engine; - static const Engine DEFAULT = - PoolingParameter_Engine_DEFAULT; - static const Engine CAFFE = - PoolingParameter_Engine_CAFFE; - static const Engine CUDNN = - PoolingParameter_Engine_CUDNN; - static inline bool Engine_IsValid(int value) { - return PoolingParameter_Engine_IsValid(value); - } - static const Engine Engine_MIN = - PoolingParameter_Engine_Engine_MIN; - static const Engine Engine_MAX = - PoolingParameter_Engine_Engine_MAX; - static const int Engine_ARRAYSIZE = - PoolingParameter_Engine_Engine_ARRAYSIZE; - static inline const ::google::protobuf::EnumDescriptor* - Engine_descriptor() { - return PoolingParameter_Engine_descriptor(); - } - static inline const ::std::string& Engine_Name(Engine value) { - return PoolingParameter_Engine_Name(value); - } - static inline bool Engine_Parse(const ::std::string& name, - Engine* value) { - return PoolingParameter_Engine_Parse(name, value); - } - - // accessors ------------------------------------------------------- - - // optional .caffe.PoolingParameter.PoolMethod pool = 1 [default = MAX]; - bool has_pool() const; - void clear_pool(); - static const int kPoolFieldNumber = 1; - ::caffe::PoolingParameter_PoolMethod pool() const; - void set_pool(::caffe::PoolingParameter_PoolMethod value); - - // optional uint32 pad = 4 [default = 0]; - bool has_pad() const; - void clear_pad(); - static const int kPadFieldNumber = 4; - ::google::protobuf::uint32 pad() const; - void set_pad(::google::protobuf::uint32 value); - - // optional uint32 pad_h = 9 [default = 0]; - bool has_pad_h() const; - void clear_pad_h(); - static const int kPadHFieldNumber = 9; - ::google::protobuf::uint32 pad_h() const; - void set_pad_h(::google::protobuf::uint32 value); - - // optional uint32 pad_w = 10 [default = 0]; - bool has_pad_w() const; - void clear_pad_w(); - static const int kPadWFieldNumber = 10; - ::google::protobuf::uint32 pad_w() const; - void set_pad_w(::google::protobuf::uint32 value); - - // optional uint32 kernel_size = 2; - bool has_kernel_size() const; - void clear_kernel_size(); - static const int kKernelSizeFieldNumber = 2; - ::google::protobuf::uint32 kernel_size() const; - void set_kernel_size(::google::protobuf::uint32 value); - - // optional uint32 kernel_h = 5; - bool has_kernel_h() const; - void clear_kernel_h(); - static const int kKernelHFieldNumber = 5; - ::google::protobuf::uint32 kernel_h() const; - void set_kernel_h(::google::protobuf::uint32 value); - - // optional uint32 kernel_w = 6; - bool has_kernel_w() const; - void clear_kernel_w(); - static const int kKernelWFieldNumber = 6; - ::google::protobuf::uint32 kernel_w() const; - void set_kernel_w(::google::protobuf::uint32 value); - - // optional uint32 stride = 3 [default = 1]; - bool has_stride() const; - void clear_stride(); - static const int kStrideFieldNumber = 3; - ::google::protobuf::uint32 stride() const; - void set_stride(::google::protobuf::uint32 value); - - // optional uint32 stride_h = 7; - bool has_stride_h() const; - void clear_stride_h(); - static const int kStrideHFieldNumber = 7; - ::google::protobuf::uint32 stride_h() const; - void set_stride_h(::google::protobuf::uint32 value); - - // optional uint32 stride_w = 8; - bool has_stride_w() const; - void clear_stride_w(); - static const int kStrideWFieldNumber = 8; - ::google::protobuf::uint32 stride_w() const; - void set_stride_w(::google::protobuf::uint32 value); - - // optional .caffe.PoolingParameter.Engine engine = 11 [default = DEFAULT]; - bool has_engine() const; - void clear_engine(); - static const int kEngineFieldNumber = 11; - ::caffe::PoolingParameter_Engine engine() const; - void set_engine(::caffe::PoolingParameter_Engine value); - - // optional bool global_pooling = 12 [default = false]; - bool has_global_pooling() const; - void clear_global_pooling(); - static const int kGlobalPoolingFieldNumber = 12; - bool global_pooling() const; - void set_global_pooling(bool value); - - // @@protoc_insertion_point(class_scope:caffe.PoolingParameter) - private: - inline void set_has_pool(); - inline void clear_has_pool(); - inline void set_has_pad(); - inline void clear_has_pad(); - inline void set_has_pad_h(); - inline void clear_has_pad_h(); - inline void set_has_pad_w(); - inline void clear_has_pad_w(); - inline void set_has_kernel_size(); - inline void clear_has_kernel_size(); - inline void set_has_kernel_h(); - inline void clear_has_kernel_h(); - inline void set_has_kernel_w(); - inline void clear_has_kernel_w(); - inline void set_has_stride(); - inline void clear_has_stride(); - inline void set_has_stride_h(); - inline void clear_has_stride_h(); - inline void set_has_stride_w(); - inline void clear_has_stride_w(); - inline void set_has_engine(); - inline void clear_has_engine(); - inline void set_has_global_pooling(); - inline void clear_has_global_pooling(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - int pool_; - ::google::protobuf::uint32 pad_; - ::google::protobuf::uint32 pad_h_; - ::google::protobuf::uint32 pad_w_; - ::google::protobuf::uint32 kernel_size_; - ::google::protobuf::uint32 kernel_h_; - ::google::protobuf::uint32 kernel_w_; - ::google::protobuf::uint32 stride_h_; - ::google::protobuf::uint32 stride_w_; - int engine_; - bool global_pooling_; - ::google::protobuf::uint32 stride_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed PoolingParameter_default_instance_; - -// ------------------------------------------------------------------- - -class PowerParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.PowerParameter) */ { - public: - PowerParameter(); - virtual ~PowerParameter(); - - PowerParameter(const PowerParameter& from); - - inline PowerParameter& operator=(const PowerParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const PowerParameter& default_instance(); - - static const PowerParameter* internal_default_instance(); - - void Swap(PowerParameter* other); - - // implements Message ---------------------------------------------- - - inline PowerParameter* New() const { return New(NULL); } - - PowerParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const PowerParameter& from); - void MergeFrom(const PowerParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(PowerParameter* other); - void UnsafeMergeFrom(const PowerParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional float power = 1 [default = 1]; - bool has_power() const; - void clear_power(); - static const int kPowerFieldNumber = 1; - float power() const; - void set_power(float value); - - // optional float scale = 2 [default = 1]; - bool has_scale() const; - void clear_scale(); - static const int kScaleFieldNumber = 2; - float scale() const; - void set_scale(float value); - - // optional float shift = 3 [default = 0]; - bool has_shift() const; - void clear_shift(); - static const int kShiftFieldNumber = 3; - float shift() const; - void set_shift(float value); - - // @@protoc_insertion_point(class_scope:caffe.PowerParameter) - private: - inline void set_has_power(); - inline void clear_has_power(); - inline void set_has_scale(); - inline void clear_has_scale(); - inline void set_has_shift(); - inline void clear_has_shift(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - float shift_; - float power_; - float scale_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed PowerParameter_default_instance_; - -// ------------------------------------------------------------------- - -class PythonParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.PythonParameter) */ { - public: - PythonParameter(); - virtual ~PythonParameter(); - - PythonParameter(const PythonParameter& from); - - inline PythonParameter& operator=(const PythonParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const PythonParameter& default_instance(); - - static const PythonParameter* internal_default_instance(); - - void Swap(PythonParameter* other); - - // implements Message ---------------------------------------------- - - inline PythonParameter* New() const { return New(NULL); } - - PythonParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const PythonParameter& from); - void MergeFrom(const PythonParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(PythonParameter* other); - void UnsafeMergeFrom(const PythonParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional string module = 1; - bool has_module() const; - void clear_module(); - static const int kModuleFieldNumber = 1; - const ::std::string& module() const; - void set_module(const ::std::string& value); - void set_module(const char* value); - void set_module(const char* value, size_t size); - ::std::string* mutable_module(); - ::std::string* release_module(); - void set_allocated_module(::std::string* module); - - // optional string layer = 2; - bool has_layer() const; - void clear_layer(); - static const int kLayerFieldNumber = 2; - const ::std::string& layer() const; - void set_layer(const ::std::string& value); - void set_layer(const char* value); - void set_layer(const char* value, size_t size); - ::std::string* mutable_layer(); - ::std::string* release_layer(); - void set_allocated_layer(::std::string* layer); - - // optional string param_str = 3 [default = ""]; - bool has_param_str() const; - void clear_param_str(); - static const int kParamStrFieldNumber = 3; - const ::std::string& param_str() const; - void set_param_str(const ::std::string& value); - void set_param_str(const char* value); - void set_param_str(const char* value, size_t size); - ::std::string* mutable_param_str(); - ::std::string* release_param_str(); - void set_allocated_param_str(::std::string* param_str); - - // optional bool share_in_parallel = 4 [default = false]; - bool has_share_in_parallel() const; - void clear_share_in_parallel(); - static const int kShareInParallelFieldNumber = 4; - bool share_in_parallel() const; - void set_share_in_parallel(bool value); - - // @@protoc_insertion_point(class_scope:caffe.PythonParameter) - private: - inline void set_has_module(); - inline void clear_has_module(); - inline void set_has_layer(); - inline void clear_has_layer(); - inline void set_has_param_str(); - inline void clear_has_param_str(); - inline void set_has_share_in_parallel(); - inline void clear_has_share_in_parallel(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - ::google::protobuf::internal::ArenaStringPtr module_; - ::google::protobuf::internal::ArenaStringPtr layer_; - ::google::protobuf::internal::ArenaStringPtr param_str_; - bool share_in_parallel_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed PythonParameter_default_instance_; - -// ------------------------------------------------------------------- - -class RecurrentParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.RecurrentParameter) */ { - public: - RecurrentParameter(); - virtual ~RecurrentParameter(); - - RecurrentParameter(const RecurrentParameter& from); - - inline RecurrentParameter& operator=(const RecurrentParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const RecurrentParameter& default_instance(); - - static const RecurrentParameter* internal_default_instance(); - - void Swap(RecurrentParameter* other); - - // implements Message ---------------------------------------------- - - inline RecurrentParameter* New() const { return New(NULL); } - - RecurrentParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const RecurrentParameter& from); - void MergeFrom(const RecurrentParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(RecurrentParameter* other); - void UnsafeMergeFrom(const RecurrentParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional uint32 num_output = 1 [default = 0]; - bool has_num_output() const; - void clear_num_output(); - static const int kNumOutputFieldNumber = 1; - ::google::protobuf::uint32 num_output() const; - void set_num_output(::google::protobuf::uint32 value); - - // optional .caffe.FillerParameter weight_filler = 2; - bool has_weight_filler() const; - void clear_weight_filler(); - static const int kWeightFillerFieldNumber = 2; - const ::caffe::FillerParameter& weight_filler() const; - ::caffe::FillerParameter* mutable_weight_filler(); - ::caffe::FillerParameter* release_weight_filler(); - void set_allocated_weight_filler(::caffe::FillerParameter* weight_filler); - - // optional .caffe.FillerParameter bias_filler = 3; - bool has_bias_filler() const; - void clear_bias_filler(); - static const int kBiasFillerFieldNumber = 3; - const ::caffe::FillerParameter& bias_filler() const; - ::caffe::FillerParameter* mutable_bias_filler(); - ::caffe::FillerParameter* release_bias_filler(); - void set_allocated_bias_filler(::caffe::FillerParameter* bias_filler); - - // optional bool debug_info = 4 [default = false]; - bool has_debug_info() const; - void clear_debug_info(); - static const int kDebugInfoFieldNumber = 4; - bool debug_info() const; - void set_debug_info(bool value); - - // optional bool expose_hidden = 5 [default = false]; - bool has_expose_hidden() const; - void clear_expose_hidden(); - static const int kExposeHiddenFieldNumber = 5; - bool expose_hidden() const; - void set_expose_hidden(bool value); - - // @@protoc_insertion_point(class_scope:caffe.RecurrentParameter) - private: - inline void set_has_num_output(); - inline void clear_has_num_output(); - inline void set_has_weight_filler(); - inline void clear_has_weight_filler(); - inline void set_has_bias_filler(); - inline void clear_has_bias_filler(); - inline void set_has_debug_info(); - inline void clear_has_debug_info(); - inline void set_has_expose_hidden(); - inline void clear_has_expose_hidden(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - ::caffe::FillerParameter* weight_filler_; - ::caffe::FillerParameter* bias_filler_; - ::google::protobuf::uint32 num_output_; - bool debug_info_; - bool expose_hidden_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed RecurrentParameter_default_instance_; - -// ------------------------------------------------------------------- - -class ReductionParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.ReductionParameter) */ { - public: - ReductionParameter(); - virtual ~ReductionParameter(); - - ReductionParameter(const ReductionParameter& from); - - inline ReductionParameter& operator=(const ReductionParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const ReductionParameter& default_instance(); - - static const ReductionParameter* internal_default_instance(); - - void Swap(ReductionParameter* other); - - // implements Message ---------------------------------------------- - - inline ReductionParameter* New() const { return New(NULL); } - - ReductionParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const ReductionParameter& from); - void MergeFrom(const ReductionParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(ReductionParameter* other); - void UnsafeMergeFrom(const ReductionParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - typedef ReductionParameter_ReductionOp ReductionOp; - static const ReductionOp SUM = - ReductionParameter_ReductionOp_SUM; - static const ReductionOp ASUM = - ReductionParameter_ReductionOp_ASUM; - static const ReductionOp SUMSQ = - ReductionParameter_ReductionOp_SUMSQ; - static const ReductionOp MEAN = - ReductionParameter_ReductionOp_MEAN; - static inline bool ReductionOp_IsValid(int value) { - return ReductionParameter_ReductionOp_IsValid(value); - } - static const ReductionOp ReductionOp_MIN = - ReductionParameter_ReductionOp_ReductionOp_MIN; - static const ReductionOp ReductionOp_MAX = - ReductionParameter_ReductionOp_ReductionOp_MAX; - static const int ReductionOp_ARRAYSIZE = - ReductionParameter_ReductionOp_ReductionOp_ARRAYSIZE; - static inline const ::google::protobuf::EnumDescriptor* - ReductionOp_descriptor() { - return ReductionParameter_ReductionOp_descriptor(); - } - static inline const ::std::string& ReductionOp_Name(ReductionOp value) { - return ReductionParameter_ReductionOp_Name(value); - } - static inline bool ReductionOp_Parse(const ::std::string& name, - ReductionOp* value) { - return ReductionParameter_ReductionOp_Parse(name, value); - } - - // accessors ------------------------------------------------------- - - // optional .caffe.ReductionParameter.ReductionOp operation = 1 [default = SUM]; - bool has_operation() const; - void clear_operation(); - static const int kOperationFieldNumber = 1; - ::caffe::ReductionParameter_ReductionOp operation() const; - void set_operation(::caffe::ReductionParameter_ReductionOp value); - - // optional int32 axis = 2 [default = 0]; - bool has_axis() const; - void clear_axis(); - static const int kAxisFieldNumber = 2; - ::google::protobuf::int32 axis() const; - void set_axis(::google::protobuf::int32 value); - - // optional float coeff = 3 [default = 1]; - bool has_coeff() const; - void clear_coeff(); - static const int kCoeffFieldNumber = 3; - float coeff() const; - void set_coeff(float value); - - // @@protoc_insertion_point(class_scope:caffe.ReductionParameter) - private: - inline void set_has_operation(); - inline void clear_has_operation(); - inline void set_has_axis(); - inline void clear_has_axis(); - inline void set_has_coeff(); - inline void clear_has_coeff(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - ::google::protobuf::int32 axis_; - int operation_; - float coeff_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed ReductionParameter_default_instance_; - -// ------------------------------------------------------------------- - -class ReLUParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.ReLUParameter) */ { - public: - ReLUParameter(); - virtual ~ReLUParameter(); - - ReLUParameter(const ReLUParameter& from); - - inline ReLUParameter& operator=(const ReLUParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const ReLUParameter& default_instance(); - - static const ReLUParameter* internal_default_instance(); - - void Swap(ReLUParameter* other); - - // implements Message ---------------------------------------------- - - inline ReLUParameter* New() const { return New(NULL); } - - ReLUParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const ReLUParameter& from); - void MergeFrom(const ReLUParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(ReLUParameter* other); - void UnsafeMergeFrom(const ReLUParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - typedef ReLUParameter_Engine Engine; - static const Engine DEFAULT = - ReLUParameter_Engine_DEFAULT; - static const Engine CAFFE = - ReLUParameter_Engine_CAFFE; - static const Engine CUDNN = - ReLUParameter_Engine_CUDNN; - static inline bool Engine_IsValid(int value) { - return ReLUParameter_Engine_IsValid(value); - } - static const Engine Engine_MIN = - ReLUParameter_Engine_Engine_MIN; - static const Engine Engine_MAX = - ReLUParameter_Engine_Engine_MAX; - static const int Engine_ARRAYSIZE = - ReLUParameter_Engine_Engine_ARRAYSIZE; - static inline const ::google::protobuf::EnumDescriptor* - Engine_descriptor() { - return ReLUParameter_Engine_descriptor(); - } - static inline const ::std::string& Engine_Name(Engine value) { - return ReLUParameter_Engine_Name(value); - } - static inline bool Engine_Parse(const ::std::string& name, - Engine* value) { - return ReLUParameter_Engine_Parse(name, value); - } - - // accessors ------------------------------------------------------- - - // optional float negative_slope = 1 [default = 0]; - bool has_negative_slope() const; - void clear_negative_slope(); - static const int kNegativeSlopeFieldNumber = 1; - float negative_slope() const; - void set_negative_slope(float value); - - // optional .caffe.ReLUParameter.Engine engine = 2 [default = DEFAULT]; - bool has_engine() const; - void clear_engine(); - static const int kEngineFieldNumber = 2; - ::caffe::ReLUParameter_Engine engine() const; - void set_engine(::caffe::ReLUParameter_Engine value); - - // @@protoc_insertion_point(class_scope:caffe.ReLUParameter) - private: - inline void set_has_negative_slope(); - inline void clear_has_negative_slope(); - inline void set_has_engine(); - inline void clear_has_engine(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - float negative_slope_; - int engine_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed ReLUParameter_default_instance_; - -// ------------------------------------------------------------------- - -class ReshapeParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.ReshapeParameter) */ { - public: - ReshapeParameter(); - virtual ~ReshapeParameter(); - - ReshapeParameter(const ReshapeParameter& from); - - inline ReshapeParameter& operator=(const ReshapeParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const ReshapeParameter& default_instance(); - - static const ReshapeParameter* internal_default_instance(); - - void Swap(ReshapeParameter* other); - - // implements Message ---------------------------------------------- - - inline ReshapeParameter* New() const { return New(NULL); } - - ReshapeParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const ReshapeParameter& from); - void MergeFrom(const ReshapeParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(ReshapeParameter* other); - void UnsafeMergeFrom(const ReshapeParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional .caffe.BlobShape shape = 1; - bool has_shape() const; - void clear_shape(); - static const int kShapeFieldNumber = 1; - const ::caffe::BlobShape& shape() const; - ::caffe::BlobShape* mutable_shape(); - ::caffe::BlobShape* release_shape(); - void set_allocated_shape(::caffe::BlobShape* shape); - - // optional int32 axis = 2 [default = 0]; - bool has_axis() const; - void clear_axis(); - static const int kAxisFieldNumber = 2; - ::google::protobuf::int32 axis() const; - void set_axis(::google::protobuf::int32 value); - - // optional int32 num_axes = 3 [default = -1]; - bool has_num_axes() const; - void clear_num_axes(); - static const int kNumAxesFieldNumber = 3; - ::google::protobuf::int32 num_axes() const; - void set_num_axes(::google::protobuf::int32 value); - - // @@protoc_insertion_point(class_scope:caffe.ReshapeParameter) - private: - inline void set_has_shape(); - inline void clear_has_shape(); - inline void set_has_axis(); - inline void clear_has_axis(); - inline void set_has_num_axes(); - inline void clear_has_num_axes(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - ::caffe::BlobShape* shape_; - ::google::protobuf::int32 axis_; - ::google::protobuf::int32 num_axes_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed ReshapeParameter_default_instance_; - -// ------------------------------------------------------------------- - -class ScaleParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.ScaleParameter) */ { - public: - ScaleParameter(); - virtual ~ScaleParameter(); - - ScaleParameter(const ScaleParameter& from); - - inline ScaleParameter& operator=(const ScaleParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const ScaleParameter& default_instance(); - - static const ScaleParameter* internal_default_instance(); - - void Swap(ScaleParameter* other); - - // implements Message ---------------------------------------------- - - inline ScaleParameter* New() const { return New(NULL); } - - ScaleParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const ScaleParameter& from); - void MergeFrom(const ScaleParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(ScaleParameter* other); - void UnsafeMergeFrom(const ScaleParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional int32 axis = 1 [default = 1]; - bool has_axis() const; - void clear_axis(); - static const int kAxisFieldNumber = 1; - ::google::protobuf::int32 axis() const; - void set_axis(::google::protobuf::int32 value); - - // optional int32 num_axes = 2 [default = 1]; - bool has_num_axes() const; - void clear_num_axes(); - static const int kNumAxesFieldNumber = 2; - ::google::protobuf::int32 num_axes() const; - void set_num_axes(::google::protobuf::int32 value); - - // optional .caffe.FillerParameter filler = 3; - bool has_filler() const; - void clear_filler(); - static const int kFillerFieldNumber = 3; - const ::caffe::FillerParameter& filler() const; - ::caffe::FillerParameter* mutable_filler(); - ::caffe::FillerParameter* release_filler(); - void set_allocated_filler(::caffe::FillerParameter* filler); - - // optional bool bias_term = 4 [default = false]; - bool has_bias_term() const; - void clear_bias_term(); - static const int kBiasTermFieldNumber = 4; - bool bias_term() const; - void set_bias_term(bool value); - - // optional .caffe.FillerParameter bias_filler = 5; - bool has_bias_filler() const; - void clear_bias_filler(); - static const int kBiasFillerFieldNumber = 5; - const ::caffe::FillerParameter& bias_filler() const; - ::caffe::FillerParameter* mutable_bias_filler(); - ::caffe::FillerParameter* release_bias_filler(); - void set_allocated_bias_filler(::caffe::FillerParameter* bias_filler); - - // @@protoc_insertion_point(class_scope:caffe.ScaleParameter) - private: - inline void set_has_axis(); - inline void clear_has_axis(); - inline void set_has_num_axes(); - inline void clear_has_num_axes(); - inline void set_has_filler(); - inline void clear_has_filler(); - inline void set_has_bias_term(); - inline void clear_has_bias_term(); - inline void set_has_bias_filler(); - inline void clear_has_bias_filler(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - ::caffe::FillerParameter* filler_; - ::caffe::FillerParameter* bias_filler_; - bool bias_term_; - ::google::protobuf::int32 axis_; - ::google::protobuf::int32 num_axes_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed ScaleParameter_default_instance_; - -// ------------------------------------------------------------------- - -class SigmoidParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.SigmoidParameter) */ { - public: - SigmoidParameter(); - virtual ~SigmoidParameter(); - - SigmoidParameter(const SigmoidParameter& from); - - inline SigmoidParameter& operator=(const SigmoidParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const SigmoidParameter& default_instance(); - - static const SigmoidParameter* internal_default_instance(); - - void Swap(SigmoidParameter* other); - - // implements Message ---------------------------------------------- - - inline SigmoidParameter* New() const { return New(NULL); } - - SigmoidParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const SigmoidParameter& from); - void MergeFrom(const SigmoidParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(SigmoidParameter* other); - void UnsafeMergeFrom(const SigmoidParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - typedef SigmoidParameter_Engine Engine; - static const Engine DEFAULT = - SigmoidParameter_Engine_DEFAULT; - static const Engine CAFFE = - SigmoidParameter_Engine_CAFFE; - static const Engine CUDNN = - SigmoidParameter_Engine_CUDNN; - static inline bool Engine_IsValid(int value) { - return SigmoidParameter_Engine_IsValid(value); - } - static const Engine Engine_MIN = - SigmoidParameter_Engine_Engine_MIN; - static const Engine Engine_MAX = - SigmoidParameter_Engine_Engine_MAX; - static const int Engine_ARRAYSIZE = - SigmoidParameter_Engine_Engine_ARRAYSIZE; - static inline const ::google::protobuf::EnumDescriptor* - Engine_descriptor() { - return SigmoidParameter_Engine_descriptor(); - } - static inline const ::std::string& Engine_Name(Engine value) { - return SigmoidParameter_Engine_Name(value); - } - static inline bool Engine_Parse(const ::std::string& name, - Engine* value) { - return SigmoidParameter_Engine_Parse(name, value); - } - - // accessors ------------------------------------------------------- - - // optional .caffe.SigmoidParameter.Engine engine = 1 [default = DEFAULT]; - bool has_engine() const; - void clear_engine(); - static const int kEngineFieldNumber = 1; - ::caffe::SigmoidParameter_Engine engine() const; - void set_engine(::caffe::SigmoidParameter_Engine value); - - // @@protoc_insertion_point(class_scope:caffe.SigmoidParameter) - private: - inline void set_has_engine(); - inline void clear_has_engine(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - int engine_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed SigmoidParameter_default_instance_; - -// ------------------------------------------------------------------- - -class SliceParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.SliceParameter) */ { - public: - SliceParameter(); - virtual ~SliceParameter(); - - SliceParameter(const SliceParameter& from); - - inline SliceParameter& operator=(const SliceParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const SliceParameter& default_instance(); - - static const SliceParameter* internal_default_instance(); - - void Swap(SliceParameter* other); - - // implements Message ---------------------------------------------- - - inline SliceParameter* New() const { return New(NULL); } - - SliceParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const SliceParameter& from); - void MergeFrom(const SliceParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(SliceParameter* other); - void UnsafeMergeFrom(const SliceParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional int32 axis = 3 [default = 1]; - bool has_axis() const; - void clear_axis(); - static const int kAxisFieldNumber = 3; - ::google::protobuf::int32 axis() const; - void set_axis(::google::protobuf::int32 value); - - // repeated uint32 slice_point = 2; - int slice_point_size() const; - void clear_slice_point(); - static const int kSlicePointFieldNumber = 2; - ::google::protobuf::uint32 slice_point(int index) const; - void set_slice_point(int index, ::google::protobuf::uint32 value); - void add_slice_point(::google::protobuf::uint32 value); - const ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >& - slice_point() const; - ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >* - mutable_slice_point(); - - // optional uint32 slice_dim = 1 [default = 1]; - bool has_slice_dim() const; - void clear_slice_dim(); - static const int kSliceDimFieldNumber = 1; - ::google::protobuf::uint32 slice_dim() const; - void set_slice_dim(::google::protobuf::uint32 value); - - // @@protoc_insertion_point(class_scope:caffe.SliceParameter) - private: - inline void set_has_axis(); - inline void clear_has_axis(); - inline void set_has_slice_dim(); - inline void clear_has_slice_dim(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - ::google::protobuf::RepeatedField< ::google::protobuf::uint32 > slice_point_; - ::google::protobuf::int32 axis_; - ::google::protobuf::uint32 slice_dim_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed SliceParameter_default_instance_; - -// ------------------------------------------------------------------- - -class SoftmaxParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.SoftmaxParameter) */ { - public: - SoftmaxParameter(); - virtual ~SoftmaxParameter(); - - SoftmaxParameter(const SoftmaxParameter& from); - - inline SoftmaxParameter& operator=(const SoftmaxParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const SoftmaxParameter& default_instance(); - - static const SoftmaxParameter* internal_default_instance(); - - void Swap(SoftmaxParameter* other); - - // implements Message ---------------------------------------------- - - inline SoftmaxParameter* New() const { return New(NULL); } - - SoftmaxParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const SoftmaxParameter& from); - void MergeFrom(const SoftmaxParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(SoftmaxParameter* other); - void UnsafeMergeFrom(const SoftmaxParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - typedef SoftmaxParameter_Engine Engine; - static const Engine DEFAULT = - SoftmaxParameter_Engine_DEFAULT; - static const Engine CAFFE = - SoftmaxParameter_Engine_CAFFE; - static const Engine CUDNN = - SoftmaxParameter_Engine_CUDNN; - static inline bool Engine_IsValid(int value) { - return SoftmaxParameter_Engine_IsValid(value); - } - static const Engine Engine_MIN = - SoftmaxParameter_Engine_Engine_MIN; - static const Engine Engine_MAX = - SoftmaxParameter_Engine_Engine_MAX; - static const int Engine_ARRAYSIZE = - SoftmaxParameter_Engine_Engine_ARRAYSIZE; - static inline const ::google::protobuf::EnumDescriptor* - Engine_descriptor() { - return SoftmaxParameter_Engine_descriptor(); - } - static inline const ::std::string& Engine_Name(Engine value) { - return SoftmaxParameter_Engine_Name(value); - } - static inline bool Engine_Parse(const ::std::string& name, - Engine* value) { - return SoftmaxParameter_Engine_Parse(name, value); - } - - // accessors ------------------------------------------------------- - - // optional .caffe.SoftmaxParameter.Engine engine = 1 [default = DEFAULT]; - bool has_engine() const; - void clear_engine(); - static const int kEngineFieldNumber = 1; - ::caffe::SoftmaxParameter_Engine engine() const; - void set_engine(::caffe::SoftmaxParameter_Engine value); - - // optional int32 axis = 2 [default = 1]; - bool has_axis() const; - void clear_axis(); - static const int kAxisFieldNumber = 2; - ::google::protobuf::int32 axis() const; - void set_axis(::google::protobuf::int32 value); - - // @@protoc_insertion_point(class_scope:caffe.SoftmaxParameter) - private: - inline void set_has_engine(); - inline void clear_has_engine(); - inline void set_has_axis(); - inline void clear_has_axis(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - int engine_; - ::google::protobuf::int32 axis_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed SoftmaxParameter_default_instance_; - -// ------------------------------------------------------------------- - -class TanHParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.TanHParameter) */ { - public: - TanHParameter(); - virtual ~TanHParameter(); - - TanHParameter(const TanHParameter& from); - - inline TanHParameter& operator=(const TanHParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const TanHParameter& default_instance(); - - static const TanHParameter* internal_default_instance(); - - void Swap(TanHParameter* other); - - // implements Message ---------------------------------------------- - - inline TanHParameter* New() const { return New(NULL); } - - TanHParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const TanHParameter& from); - void MergeFrom(const TanHParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(TanHParameter* other); - void UnsafeMergeFrom(const TanHParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - typedef TanHParameter_Engine Engine; - static const Engine DEFAULT = - TanHParameter_Engine_DEFAULT; - static const Engine CAFFE = - TanHParameter_Engine_CAFFE; - static const Engine CUDNN = - TanHParameter_Engine_CUDNN; - static inline bool Engine_IsValid(int value) { - return TanHParameter_Engine_IsValid(value); - } - static const Engine Engine_MIN = - TanHParameter_Engine_Engine_MIN; - static const Engine Engine_MAX = - TanHParameter_Engine_Engine_MAX; - static const int Engine_ARRAYSIZE = - TanHParameter_Engine_Engine_ARRAYSIZE; - static inline const ::google::protobuf::EnumDescriptor* - Engine_descriptor() { - return TanHParameter_Engine_descriptor(); - } - static inline const ::std::string& Engine_Name(Engine value) { - return TanHParameter_Engine_Name(value); - } - static inline bool Engine_Parse(const ::std::string& name, - Engine* value) { - return TanHParameter_Engine_Parse(name, value); - } - - // accessors ------------------------------------------------------- - - // optional .caffe.TanHParameter.Engine engine = 1 [default = DEFAULT]; - bool has_engine() const; - void clear_engine(); - static const int kEngineFieldNumber = 1; - ::caffe::TanHParameter_Engine engine() const; - void set_engine(::caffe::TanHParameter_Engine value); - - // @@protoc_insertion_point(class_scope:caffe.TanHParameter) - private: - inline void set_has_engine(); - inline void clear_has_engine(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - int engine_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed TanHParameter_default_instance_; - -// ------------------------------------------------------------------- - -class TileParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.TileParameter) */ { - public: - TileParameter(); - virtual ~TileParameter(); - - TileParameter(const TileParameter& from); - - inline TileParameter& operator=(const TileParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const TileParameter& default_instance(); - - static const TileParameter* internal_default_instance(); - - void Swap(TileParameter* other); - - // implements Message ---------------------------------------------- - - inline TileParameter* New() const { return New(NULL); } - - TileParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const TileParameter& from); - void MergeFrom(const TileParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(TileParameter* other); - void UnsafeMergeFrom(const TileParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional int32 axis = 1 [default = 1]; - bool has_axis() const; - void clear_axis(); - static const int kAxisFieldNumber = 1; - ::google::protobuf::int32 axis() const; - void set_axis(::google::protobuf::int32 value); - - // optional int32 tiles = 2; - bool has_tiles() const; - void clear_tiles(); - static const int kTilesFieldNumber = 2; - ::google::protobuf::int32 tiles() const; - void set_tiles(::google::protobuf::int32 value); - - // @@protoc_insertion_point(class_scope:caffe.TileParameter) - private: - inline void set_has_axis(); - inline void clear_has_axis(); - inline void set_has_tiles(); - inline void clear_has_tiles(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - ::google::protobuf::int32 tiles_; - ::google::protobuf::int32 axis_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed TileParameter_default_instance_; - -// ------------------------------------------------------------------- - -class ThresholdParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.ThresholdParameter) */ { - public: - ThresholdParameter(); - virtual ~ThresholdParameter(); - - ThresholdParameter(const ThresholdParameter& from); - - inline ThresholdParameter& operator=(const ThresholdParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const ThresholdParameter& default_instance(); - - static const ThresholdParameter* internal_default_instance(); - - void Swap(ThresholdParameter* other); - - // implements Message ---------------------------------------------- - - inline ThresholdParameter* New() const { return New(NULL); } - - ThresholdParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const ThresholdParameter& from); - void MergeFrom(const ThresholdParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(ThresholdParameter* other); - void UnsafeMergeFrom(const ThresholdParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional float threshold = 1 [default = 0]; - bool has_threshold() const; - void clear_threshold(); - static const int kThresholdFieldNumber = 1; - float threshold() const; - void set_threshold(float value); - - // @@protoc_insertion_point(class_scope:caffe.ThresholdParameter) - private: - inline void set_has_threshold(); - inline void clear_has_threshold(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - float threshold_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed ThresholdParameter_default_instance_; - -// ------------------------------------------------------------------- - -class WindowDataParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.WindowDataParameter) */ { - public: - WindowDataParameter(); - virtual ~WindowDataParameter(); - - WindowDataParameter(const WindowDataParameter& from); - - inline WindowDataParameter& operator=(const WindowDataParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const WindowDataParameter& default_instance(); - - static const WindowDataParameter* internal_default_instance(); - - void Swap(WindowDataParameter* other); - - // implements Message ---------------------------------------------- - - inline WindowDataParameter* New() const { return New(NULL); } - - WindowDataParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const WindowDataParameter& from); - void MergeFrom(const WindowDataParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(WindowDataParameter* other); - void UnsafeMergeFrom(const WindowDataParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional string source = 1; - bool has_source() const; - void clear_source(); - static const int kSourceFieldNumber = 1; - const ::std::string& source() const; - void set_source(const ::std::string& value); - void set_source(const char* value); - void set_source(const char* value, size_t size); - ::std::string* mutable_source(); - ::std::string* release_source(); - void set_allocated_source(::std::string* source); - - // optional float scale = 2 [default = 1]; - bool has_scale() const; - void clear_scale(); - static const int kScaleFieldNumber = 2; - float scale() const; - void set_scale(float value); - - // optional string mean_file = 3; - bool has_mean_file() const; - void clear_mean_file(); - static const int kMeanFileFieldNumber = 3; - const ::std::string& mean_file() const; - void set_mean_file(const ::std::string& value); - void set_mean_file(const char* value); - void set_mean_file(const char* value, size_t size); - ::std::string* mutable_mean_file(); - ::std::string* release_mean_file(); - void set_allocated_mean_file(::std::string* mean_file); - - // optional uint32 batch_size = 4; - bool has_batch_size() const; - void clear_batch_size(); - static const int kBatchSizeFieldNumber = 4; - ::google::protobuf::uint32 batch_size() const; - void set_batch_size(::google::protobuf::uint32 value); - - // optional uint32 crop_size = 5 [default = 0]; - bool has_crop_size() const; - void clear_crop_size(); - static const int kCropSizeFieldNumber = 5; - ::google::protobuf::uint32 crop_size() const; - void set_crop_size(::google::protobuf::uint32 value); - - // optional bool mirror = 6 [default = false]; - bool has_mirror() const; - void clear_mirror(); - static const int kMirrorFieldNumber = 6; - bool mirror() const; - void set_mirror(bool value); - - // optional float fg_threshold = 7 [default = 0.5]; - bool has_fg_threshold() const; - void clear_fg_threshold(); - static const int kFgThresholdFieldNumber = 7; - float fg_threshold() const; - void set_fg_threshold(float value); - - // optional float bg_threshold = 8 [default = 0.5]; - bool has_bg_threshold() const; - void clear_bg_threshold(); - static const int kBgThresholdFieldNumber = 8; - float bg_threshold() const; - void set_bg_threshold(float value); - - // optional float fg_fraction = 9 [default = 0.25]; - bool has_fg_fraction() const; - void clear_fg_fraction(); - static const int kFgFractionFieldNumber = 9; - float fg_fraction() const; - void set_fg_fraction(float value); - - // optional uint32 context_pad = 10 [default = 0]; - bool has_context_pad() const; - void clear_context_pad(); - static const int kContextPadFieldNumber = 10; - ::google::protobuf::uint32 context_pad() const; - void set_context_pad(::google::protobuf::uint32 value); - - // optional string crop_mode = 11 [default = "warp"]; - bool has_crop_mode() const; - void clear_crop_mode(); - static const int kCropModeFieldNumber = 11; - const ::std::string& crop_mode() const; - void set_crop_mode(const ::std::string& value); - void set_crop_mode(const char* value); - void set_crop_mode(const char* value, size_t size); - ::std::string* mutable_crop_mode(); - ::std::string* release_crop_mode(); - void set_allocated_crop_mode(::std::string* crop_mode); - - // optional bool cache_images = 12 [default = false]; - bool has_cache_images() const; - void clear_cache_images(); - static const int kCacheImagesFieldNumber = 12; - bool cache_images() const; - void set_cache_images(bool value); - - // optional string root_folder = 13 [default = ""]; - bool has_root_folder() const; - void clear_root_folder(); - static const int kRootFolderFieldNumber = 13; - const ::std::string& root_folder() const; - void set_root_folder(const ::std::string& value); - void set_root_folder(const char* value); - void set_root_folder(const char* value, size_t size); - ::std::string* mutable_root_folder(); - ::std::string* release_root_folder(); - void set_allocated_root_folder(::std::string* root_folder); - - // @@protoc_insertion_point(class_scope:caffe.WindowDataParameter) - private: - inline void set_has_source(); - inline void clear_has_source(); - inline void set_has_scale(); - inline void clear_has_scale(); - inline void set_has_mean_file(); - inline void clear_has_mean_file(); - inline void set_has_batch_size(); - inline void clear_has_batch_size(); - inline void set_has_crop_size(); - inline void clear_has_crop_size(); - inline void set_has_mirror(); - inline void clear_has_mirror(); - inline void set_has_fg_threshold(); - inline void clear_has_fg_threshold(); - inline void set_has_bg_threshold(); - inline void clear_has_bg_threshold(); - inline void set_has_fg_fraction(); - inline void clear_has_fg_fraction(); - inline void set_has_context_pad(); - inline void clear_has_context_pad(); - inline void set_has_crop_mode(); - inline void clear_has_crop_mode(); - inline void set_has_cache_images(); - inline void clear_has_cache_images(); - inline void set_has_root_folder(); - inline void clear_has_root_folder(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - ::google::protobuf::internal::ArenaStringPtr source_; - ::google::protobuf::internal::ArenaStringPtr mean_file_; - static ::std::string* _default_crop_mode_; - ::google::protobuf::internal::ArenaStringPtr crop_mode_; - ::google::protobuf::internal::ArenaStringPtr root_folder_; - ::google::protobuf::uint32 batch_size_; - ::google::protobuf::uint32 crop_size_; - bool mirror_; - bool cache_images_; - ::google::protobuf::uint32 context_pad_; - float scale_; - float fg_threshold_; - float bg_threshold_; - float fg_fraction_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed WindowDataParameter_default_instance_; - -// ------------------------------------------------------------------- - -class SPPParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.SPPParameter) */ { - public: - SPPParameter(); - virtual ~SPPParameter(); - - SPPParameter(const SPPParameter& from); - - inline SPPParameter& operator=(const SPPParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const SPPParameter& default_instance(); - - static const SPPParameter* internal_default_instance(); - - void Swap(SPPParameter* other); - - // implements Message ---------------------------------------------- - - inline SPPParameter* New() const { return New(NULL); } - - SPPParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const SPPParameter& from); - void MergeFrom(const SPPParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(SPPParameter* other); - void UnsafeMergeFrom(const SPPParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - typedef SPPParameter_PoolMethod PoolMethod; - static const PoolMethod MAX = - SPPParameter_PoolMethod_MAX; - static const PoolMethod AVE = - SPPParameter_PoolMethod_AVE; - static const PoolMethod STOCHASTIC = - SPPParameter_PoolMethod_STOCHASTIC; - static inline bool PoolMethod_IsValid(int value) { - return SPPParameter_PoolMethod_IsValid(value); - } - static const PoolMethod PoolMethod_MIN = - SPPParameter_PoolMethod_PoolMethod_MIN; - static const PoolMethod PoolMethod_MAX = - SPPParameter_PoolMethod_PoolMethod_MAX; - static const int PoolMethod_ARRAYSIZE = - SPPParameter_PoolMethod_PoolMethod_ARRAYSIZE; - static inline const ::google::protobuf::EnumDescriptor* - PoolMethod_descriptor() { - return SPPParameter_PoolMethod_descriptor(); - } - static inline const ::std::string& PoolMethod_Name(PoolMethod value) { - return SPPParameter_PoolMethod_Name(value); - } - static inline bool PoolMethod_Parse(const ::std::string& name, - PoolMethod* value) { - return SPPParameter_PoolMethod_Parse(name, value); - } - - typedef SPPParameter_Engine Engine; - static const Engine DEFAULT = - SPPParameter_Engine_DEFAULT; - static const Engine CAFFE = - SPPParameter_Engine_CAFFE; - static const Engine CUDNN = - SPPParameter_Engine_CUDNN; - static inline bool Engine_IsValid(int value) { - return SPPParameter_Engine_IsValid(value); - } - static const Engine Engine_MIN = - SPPParameter_Engine_Engine_MIN; - static const Engine Engine_MAX = - SPPParameter_Engine_Engine_MAX; - static const int Engine_ARRAYSIZE = - SPPParameter_Engine_Engine_ARRAYSIZE; - static inline const ::google::protobuf::EnumDescriptor* - Engine_descriptor() { - return SPPParameter_Engine_descriptor(); - } - static inline const ::std::string& Engine_Name(Engine value) { - return SPPParameter_Engine_Name(value); - } - static inline bool Engine_Parse(const ::std::string& name, - Engine* value) { - return SPPParameter_Engine_Parse(name, value); - } - - // accessors ------------------------------------------------------- - - // optional uint32 pyramid_height = 1; - bool has_pyramid_height() const; - void clear_pyramid_height(); - static const int kPyramidHeightFieldNumber = 1; - ::google::protobuf::uint32 pyramid_height() const; - void set_pyramid_height(::google::protobuf::uint32 value); - - // optional .caffe.SPPParameter.PoolMethod pool = 2 [default = MAX]; - bool has_pool() const; - void clear_pool(); - static const int kPoolFieldNumber = 2; - ::caffe::SPPParameter_PoolMethod pool() const; - void set_pool(::caffe::SPPParameter_PoolMethod value); - - // optional .caffe.SPPParameter.Engine engine = 6 [default = DEFAULT]; - bool has_engine() const; - void clear_engine(); - static const int kEngineFieldNumber = 6; - ::caffe::SPPParameter_Engine engine() const; - void set_engine(::caffe::SPPParameter_Engine value); - - // @@protoc_insertion_point(class_scope:caffe.SPPParameter) - private: - inline void set_has_pyramid_height(); - inline void clear_has_pyramid_height(); - inline void set_has_pool(); - inline void clear_has_pool(); - inline void set_has_engine(); - inline void clear_has_engine(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - ::google::protobuf::uint32 pyramid_height_; - int pool_; - int engine_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed SPPParameter_default_instance_; - -// ------------------------------------------------------------------- - -class V1LayerParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.V1LayerParameter) */ { - public: - V1LayerParameter(); - virtual ~V1LayerParameter(); - - V1LayerParameter(const V1LayerParameter& from); - - inline V1LayerParameter& operator=(const V1LayerParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const V1LayerParameter& default_instance(); - - static const V1LayerParameter* internal_default_instance(); - - void Swap(V1LayerParameter* other); - - // implements Message ---------------------------------------------- - - inline V1LayerParameter* New() const { return New(NULL); } - - V1LayerParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const V1LayerParameter& from); - void MergeFrom(const V1LayerParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(V1LayerParameter* other); - void UnsafeMergeFrom(const V1LayerParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - typedef V1LayerParameter_LayerType LayerType; - static const LayerType NONE = - V1LayerParameter_LayerType_NONE; - static const LayerType ABSVAL = - V1LayerParameter_LayerType_ABSVAL; - static const LayerType ACCURACY = - V1LayerParameter_LayerType_ACCURACY; - static const LayerType ARGMAX = - V1LayerParameter_LayerType_ARGMAX; - static const LayerType BNLL = - V1LayerParameter_LayerType_BNLL; - static const LayerType CONCAT = - V1LayerParameter_LayerType_CONCAT; - static const LayerType CONTRASTIVE_LOSS = - V1LayerParameter_LayerType_CONTRASTIVE_LOSS; - static const LayerType CONVOLUTION = - V1LayerParameter_LayerType_CONVOLUTION; - static const LayerType DATA = - V1LayerParameter_LayerType_DATA; - static const LayerType DECONVOLUTION = - V1LayerParameter_LayerType_DECONVOLUTION; - static const LayerType DROPOUT = - V1LayerParameter_LayerType_DROPOUT; - static const LayerType DUMMY_DATA = - V1LayerParameter_LayerType_DUMMY_DATA; - static const LayerType EUCLIDEAN_LOSS = - V1LayerParameter_LayerType_EUCLIDEAN_LOSS; - static const LayerType ELTWISE = - V1LayerParameter_LayerType_ELTWISE; - static const LayerType EXP = - V1LayerParameter_LayerType_EXP; - static const LayerType FLATTEN = - V1LayerParameter_LayerType_FLATTEN; - static const LayerType HDF5_DATA = - V1LayerParameter_LayerType_HDF5_DATA; - static const LayerType HDF5_OUTPUT = - V1LayerParameter_LayerType_HDF5_OUTPUT; - static const LayerType HINGE_LOSS = - V1LayerParameter_LayerType_HINGE_LOSS; - static const LayerType IM2COL = - V1LayerParameter_LayerType_IM2COL; - static const LayerType IMAGE_DATA = - V1LayerParameter_LayerType_IMAGE_DATA; - static const LayerType INFOGAIN_LOSS = - V1LayerParameter_LayerType_INFOGAIN_LOSS; - static const LayerType INNER_PRODUCT = - V1LayerParameter_LayerType_INNER_PRODUCT; - static const LayerType LRN = - V1LayerParameter_LayerType_LRN; - static const LayerType MEMORY_DATA = - V1LayerParameter_LayerType_MEMORY_DATA; - static const LayerType MULTINOMIAL_LOGISTIC_LOSS = - V1LayerParameter_LayerType_MULTINOMIAL_LOGISTIC_LOSS; - static const LayerType MVN = - V1LayerParameter_LayerType_MVN; - static const LayerType POOLING = - V1LayerParameter_LayerType_POOLING; - static const LayerType POWER = - V1LayerParameter_LayerType_POWER; - static const LayerType RELU = - V1LayerParameter_LayerType_RELU; - static const LayerType SIGMOID = - V1LayerParameter_LayerType_SIGMOID; - static const LayerType SIGMOID_CROSS_ENTROPY_LOSS = - V1LayerParameter_LayerType_SIGMOID_CROSS_ENTROPY_LOSS; - static const LayerType SILENCE = - V1LayerParameter_LayerType_SILENCE; - static const LayerType SOFTMAX = - V1LayerParameter_LayerType_SOFTMAX; - static const LayerType SOFTMAX_LOSS = - V1LayerParameter_LayerType_SOFTMAX_LOSS; - static const LayerType SPLIT = - V1LayerParameter_LayerType_SPLIT; - static const LayerType SLICE = - V1LayerParameter_LayerType_SLICE; - static const LayerType TANH = - V1LayerParameter_LayerType_TANH; - static const LayerType WINDOW_DATA = - V1LayerParameter_LayerType_WINDOW_DATA; - static const LayerType THRESHOLD = - V1LayerParameter_LayerType_THRESHOLD; - static inline bool LayerType_IsValid(int value) { - return V1LayerParameter_LayerType_IsValid(value); - } - static const LayerType LayerType_MIN = - V1LayerParameter_LayerType_LayerType_MIN; - static const LayerType LayerType_MAX = - V1LayerParameter_LayerType_LayerType_MAX; - static const int LayerType_ARRAYSIZE = - V1LayerParameter_LayerType_LayerType_ARRAYSIZE; - static inline const ::google::protobuf::EnumDescriptor* - LayerType_descriptor() { - return V1LayerParameter_LayerType_descriptor(); - } - static inline const ::std::string& LayerType_Name(LayerType value) { - return V1LayerParameter_LayerType_Name(value); - } - static inline bool LayerType_Parse(const ::std::string& name, - LayerType* value) { - return V1LayerParameter_LayerType_Parse(name, value); - } - - typedef V1LayerParameter_DimCheckMode DimCheckMode; - static const DimCheckMode STRICT = - V1LayerParameter_DimCheckMode_STRICT; - static const DimCheckMode PERMISSIVE = - V1LayerParameter_DimCheckMode_PERMISSIVE; - static inline bool DimCheckMode_IsValid(int value) { - return V1LayerParameter_DimCheckMode_IsValid(value); - } - static const DimCheckMode DimCheckMode_MIN = - V1LayerParameter_DimCheckMode_DimCheckMode_MIN; - static const DimCheckMode DimCheckMode_MAX = - V1LayerParameter_DimCheckMode_DimCheckMode_MAX; - static const int DimCheckMode_ARRAYSIZE = - V1LayerParameter_DimCheckMode_DimCheckMode_ARRAYSIZE; - static inline const ::google::protobuf::EnumDescriptor* - DimCheckMode_descriptor() { - return V1LayerParameter_DimCheckMode_descriptor(); - } - static inline const ::std::string& DimCheckMode_Name(DimCheckMode value) { - return V1LayerParameter_DimCheckMode_Name(value); - } - static inline bool DimCheckMode_Parse(const ::std::string& name, - DimCheckMode* value) { - return V1LayerParameter_DimCheckMode_Parse(name, value); - } - - // accessors ------------------------------------------------------- - - // repeated string bottom = 2; - int bottom_size() const; - void clear_bottom(); - static const int kBottomFieldNumber = 2; - const ::std::string& bottom(int index) const; - ::std::string* mutable_bottom(int index); - void set_bottom(int index, const ::std::string& value); - void set_bottom(int index, const char* value); - void set_bottom(int index, const char* value, size_t size); - ::std::string* add_bottom(); - void add_bottom(const ::std::string& value); - void add_bottom(const char* value); - void add_bottom(const char* value, size_t size); - const ::google::protobuf::RepeatedPtrField< ::std::string>& bottom() const; - ::google::protobuf::RepeatedPtrField< ::std::string>* mutable_bottom(); - - // repeated string top = 3; - int top_size() const; - void clear_top(); - static const int kTopFieldNumber = 3; - const ::std::string& top(int index) const; - ::std::string* mutable_top(int index); - void set_top(int index, const ::std::string& value); - void set_top(int index, const char* value); - void set_top(int index, const char* value, size_t size); - ::std::string* add_top(); - void add_top(const ::std::string& value); - void add_top(const char* value); - void add_top(const char* value, size_t size); - const ::google::protobuf::RepeatedPtrField< ::std::string>& top() const; - ::google::protobuf::RepeatedPtrField< ::std::string>* mutable_top(); - - // optional string name = 4; - bool has_name() const; - void clear_name(); - static const int kNameFieldNumber = 4; - const ::std::string& name() const; - void set_name(const ::std::string& value); - void set_name(const char* value); - void set_name(const char* value, size_t size); - ::std::string* mutable_name(); - ::std::string* release_name(); - void set_allocated_name(::std::string* name); - - // repeated .caffe.NetStateRule include = 32; - int include_size() const; - void clear_include(); - static const int kIncludeFieldNumber = 32; - const ::caffe::NetStateRule& include(int index) const; - ::caffe::NetStateRule* mutable_include(int index); - ::caffe::NetStateRule* add_include(); - ::google::protobuf::RepeatedPtrField< ::caffe::NetStateRule >* - mutable_include(); - const ::google::protobuf::RepeatedPtrField< ::caffe::NetStateRule >& - include() const; - - // repeated .caffe.NetStateRule exclude = 33; - int exclude_size() const; - void clear_exclude(); - static const int kExcludeFieldNumber = 33; - const ::caffe::NetStateRule& exclude(int index) const; - ::caffe::NetStateRule* mutable_exclude(int index); - ::caffe::NetStateRule* add_exclude(); - ::google::protobuf::RepeatedPtrField< ::caffe::NetStateRule >* - mutable_exclude(); - const ::google::protobuf::RepeatedPtrField< ::caffe::NetStateRule >& - exclude() const; - - // optional .caffe.V1LayerParameter.LayerType type = 5; - bool has_type() const; - void clear_type(); - static const int kTypeFieldNumber = 5; - ::caffe::V1LayerParameter_LayerType type() const; - void set_type(::caffe::V1LayerParameter_LayerType value); - - // repeated .caffe.BlobProto blobs = 6; - int blobs_size() const; - void clear_blobs(); - static const int kBlobsFieldNumber = 6; - const ::caffe::BlobProto& blobs(int index) const; - ::caffe::BlobProto* mutable_blobs(int index); - ::caffe::BlobProto* add_blobs(); - ::google::protobuf::RepeatedPtrField< ::caffe::BlobProto >* - mutable_blobs(); - const ::google::protobuf::RepeatedPtrField< ::caffe::BlobProto >& - blobs() const; - - // repeated string param = 1001; - int param_size() const; - void clear_param(); - static const int kParamFieldNumber = 1001; - const ::std::string& param(int index) const; - ::std::string* mutable_param(int index); - void set_param(int index, const ::std::string& value); - void set_param(int index, const char* value); - void set_param(int index, const char* value, size_t size); - ::std::string* add_param(); - void add_param(const ::std::string& value); - void add_param(const char* value); - void add_param(const char* value, size_t size); - const ::google::protobuf::RepeatedPtrField< ::std::string>& param() const; - ::google::protobuf::RepeatedPtrField< ::std::string>* mutable_param(); - - // repeated .caffe.V1LayerParameter.DimCheckMode blob_share_mode = 1002; - int blob_share_mode_size() const; - void clear_blob_share_mode(); - static const int kBlobShareModeFieldNumber = 1002; - ::caffe::V1LayerParameter_DimCheckMode blob_share_mode(int index) const; - void set_blob_share_mode(int index, ::caffe::V1LayerParameter_DimCheckMode value); - void add_blob_share_mode(::caffe::V1LayerParameter_DimCheckMode value); - const ::google::protobuf::RepeatedField& blob_share_mode() const; - ::google::protobuf::RepeatedField* mutable_blob_share_mode(); - - // repeated float blobs_lr = 7; - int blobs_lr_size() const; - void clear_blobs_lr(); - static const int kBlobsLrFieldNumber = 7; - float blobs_lr(int index) const; - void set_blobs_lr(int index, float value); - void add_blobs_lr(float value); - const ::google::protobuf::RepeatedField< float >& - blobs_lr() const; - ::google::protobuf::RepeatedField< float >* - mutable_blobs_lr(); - - // repeated float weight_decay = 8; - int weight_decay_size() const; - void clear_weight_decay(); - static const int kWeightDecayFieldNumber = 8; - float weight_decay(int index) const; - void set_weight_decay(int index, float value); - void add_weight_decay(float value); - const ::google::protobuf::RepeatedField< float >& - weight_decay() const; - ::google::protobuf::RepeatedField< float >* - mutable_weight_decay(); - - // repeated float loss_weight = 35; - int loss_weight_size() const; - void clear_loss_weight(); - static const int kLossWeightFieldNumber = 35; - float loss_weight(int index) const; - void set_loss_weight(int index, float value); - void add_loss_weight(float value); - const ::google::protobuf::RepeatedField< float >& - loss_weight() const; - ::google::protobuf::RepeatedField< float >* - mutable_loss_weight(); - - // optional .caffe.AccuracyParameter accuracy_param = 27; - bool has_accuracy_param() const; - void clear_accuracy_param(); - static const int kAccuracyParamFieldNumber = 27; - const ::caffe::AccuracyParameter& accuracy_param() const; - ::caffe::AccuracyParameter* mutable_accuracy_param(); - ::caffe::AccuracyParameter* release_accuracy_param(); - void set_allocated_accuracy_param(::caffe::AccuracyParameter* accuracy_param); - - // optional .caffe.ArgMaxParameter argmax_param = 23; - bool has_argmax_param() const; - void clear_argmax_param(); - static const int kArgmaxParamFieldNumber = 23; - const ::caffe::ArgMaxParameter& argmax_param() const; - ::caffe::ArgMaxParameter* mutable_argmax_param(); - ::caffe::ArgMaxParameter* release_argmax_param(); - void set_allocated_argmax_param(::caffe::ArgMaxParameter* argmax_param); - - // optional .caffe.ConcatParameter concat_param = 9; - bool has_concat_param() const; - void clear_concat_param(); - static const int kConcatParamFieldNumber = 9; - const ::caffe::ConcatParameter& concat_param() const; - ::caffe::ConcatParameter* mutable_concat_param(); - ::caffe::ConcatParameter* release_concat_param(); - void set_allocated_concat_param(::caffe::ConcatParameter* concat_param); - - // optional .caffe.ContrastiveLossParameter contrastive_loss_param = 40; - bool has_contrastive_loss_param() const; - void clear_contrastive_loss_param(); - static const int kContrastiveLossParamFieldNumber = 40; - const ::caffe::ContrastiveLossParameter& contrastive_loss_param() const; - ::caffe::ContrastiveLossParameter* mutable_contrastive_loss_param(); - ::caffe::ContrastiveLossParameter* release_contrastive_loss_param(); - void set_allocated_contrastive_loss_param(::caffe::ContrastiveLossParameter* contrastive_loss_param); - - // optional .caffe.ConvolutionParameter convolution_param = 10; - bool has_convolution_param() const; - void clear_convolution_param(); - static const int kConvolutionParamFieldNumber = 10; - const ::caffe::ConvolutionParameter& convolution_param() const; - ::caffe::ConvolutionParameter* mutable_convolution_param(); - ::caffe::ConvolutionParameter* release_convolution_param(); - void set_allocated_convolution_param(::caffe::ConvolutionParameter* convolution_param); - - // optional .caffe.DataParameter data_param = 11; - bool has_data_param() const; - void clear_data_param(); - static const int kDataParamFieldNumber = 11; - const ::caffe::DataParameter& data_param() const; - ::caffe::DataParameter* mutable_data_param(); - ::caffe::DataParameter* release_data_param(); - void set_allocated_data_param(::caffe::DataParameter* data_param); - - // optional .caffe.DropoutParameter dropout_param = 12; - bool has_dropout_param() const; - void clear_dropout_param(); - static const int kDropoutParamFieldNumber = 12; - const ::caffe::DropoutParameter& dropout_param() const; - ::caffe::DropoutParameter* mutable_dropout_param(); - ::caffe::DropoutParameter* release_dropout_param(); - void set_allocated_dropout_param(::caffe::DropoutParameter* dropout_param); - - // optional .caffe.DummyDataParameter dummy_data_param = 26; - bool has_dummy_data_param() const; - void clear_dummy_data_param(); - static const int kDummyDataParamFieldNumber = 26; - const ::caffe::DummyDataParameter& dummy_data_param() const; - ::caffe::DummyDataParameter* mutable_dummy_data_param(); - ::caffe::DummyDataParameter* release_dummy_data_param(); - void set_allocated_dummy_data_param(::caffe::DummyDataParameter* dummy_data_param); - - // optional .caffe.EltwiseParameter eltwise_param = 24; - bool has_eltwise_param() const; - void clear_eltwise_param(); - static const int kEltwiseParamFieldNumber = 24; - const ::caffe::EltwiseParameter& eltwise_param() const; - ::caffe::EltwiseParameter* mutable_eltwise_param(); - ::caffe::EltwiseParameter* release_eltwise_param(); - void set_allocated_eltwise_param(::caffe::EltwiseParameter* eltwise_param); - - // optional .caffe.ExpParameter exp_param = 41; - bool has_exp_param() const; - void clear_exp_param(); - static const int kExpParamFieldNumber = 41; - const ::caffe::ExpParameter& exp_param() const; - ::caffe::ExpParameter* mutable_exp_param(); - ::caffe::ExpParameter* release_exp_param(); - void set_allocated_exp_param(::caffe::ExpParameter* exp_param); - - // optional .caffe.HDF5DataParameter hdf5_data_param = 13; - bool has_hdf5_data_param() const; - void clear_hdf5_data_param(); - static const int kHdf5DataParamFieldNumber = 13; - const ::caffe::HDF5DataParameter& hdf5_data_param() const; - ::caffe::HDF5DataParameter* mutable_hdf5_data_param(); - ::caffe::HDF5DataParameter* release_hdf5_data_param(); - void set_allocated_hdf5_data_param(::caffe::HDF5DataParameter* hdf5_data_param); - - // optional .caffe.HDF5OutputParameter hdf5_output_param = 14; - bool has_hdf5_output_param() const; - void clear_hdf5_output_param(); - static const int kHdf5OutputParamFieldNumber = 14; - const ::caffe::HDF5OutputParameter& hdf5_output_param() const; - ::caffe::HDF5OutputParameter* mutable_hdf5_output_param(); - ::caffe::HDF5OutputParameter* release_hdf5_output_param(); - void set_allocated_hdf5_output_param(::caffe::HDF5OutputParameter* hdf5_output_param); - - // optional .caffe.HingeLossParameter hinge_loss_param = 29; - bool has_hinge_loss_param() const; - void clear_hinge_loss_param(); - static const int kHingeLossParamFieldNumber = 29; - const ::caffe::HingeLossParameter& hinge_loss_param() const; - ::caffe::HingeLossParameter* mutable_hinge_loss_param(); - ::caffe::HingeLossParameter* release_hinge_loss_param(); - void set_allocated_hinge_loss_param(::caffe::HingeLossParameter* hinge_loss_param); - - // optional .caffe.ImageDataParameter image_data_param = 15; - bool has_image_data_param() const; - void clear_image_data_param(); - static const int kImageDataParamFieldNumber = 15; - const ::caffe::ImageDataParameter& image_data_param() const; - ::caffe::ImageDataParameter* mutable_image_data_param(); - ::caffe::ImageDataParameter* release_image_data_param(); - void set_allocated_image_data_param(::caffe::ImageDataParameter* image_data_param); - - // optional .caffe.InfogainLossParameter infogain_loss_param = 16; - bool has_infogain_loss_param() const; - void clear_infogain_loss_param(); - static const int kInfogainLossParamFieldNumber = 16; - const ::caffe::InfogainLossParameter& infogain_loss_param() const; - ::caffe::InfogainLossParameter* mutable_infogain_loss_param(); - ::caffe::InfogainLossParameter* release_infogain_loss_param(); - void set_allocated_infogain_loss_param(::caffe::InfogainLossParameter* infogain_loss_param); - - // optional .caffe.InnerProductParameter inner_product_param = 17; - bool has_inner_product_param() const; - void clear_inner_product_param(); - static const int kInnerProductParamFieldNumber = 17; - const ::caffe::InnerProductParameter& inner_product_param() const; - ::caffe::InnerProductParameter* mutable_inner_product_param(); - ::caffe::InnerProductParameter* release_inner_product_param(); - void set_allocated_inner_product_param(::caffe::InnerProductParameter* inner_product_param); - - // optional .caffe.LRNParameter lrn_param = 18; - bool has_lrn_param() const; - void clear_lrn_param(); - static const int kLrnParamFieldNumber = 18; - const ::caffe::LRNParameter& lrn_param() const; - ::caffe::LRNParameter* mutable_lrn_param(); - ::caffe::LRNParameter* release_lrn_param(); - void set_allocated_lrn_param(::caffe::LRNParameter* lrn_param); - - // optional .caffe.MemoryDataParameter memory_data_param = 22; - bool has_memory_data_param() const; - void clear_memory_data_param(); - static const int kMemoryDataParamFieldNumber = 22; - const ::caffe::MemoryDataParameter& memory_data_param() const; - ::caffe::MemoryDataParameter* mutable_memory_data_param(); - ::caffe::MemoryDataParameter* release_memory_data_param(); - void set_allocated_memory_data_param(::caffe::MemoryDataParameter* memory_data_param); - - // optional .caffe.MVNParameter mvn_param = 34; - bool has_mvn_param() const; - void clear_mvn_param(); - static const int kMvnParamFieldNumber = 34; - const ::caffe::MVNParameter& mvn_param() const; - ::caffe::MVNParameter* mutable_mvn_param(); - ::caffe::MVNParameter* release_mvn_param(); - void set_allocated_mvn_param(::caffe::MVNParameter* mvn_param); - - // optional .caffe.PoolingParameter pooling_param = 19; - bool has_pooling_param() const; - void clear_pooling_param(); - static const int kPoolingParamFieldNumber = 19; - const ::caffe::PoolingParameter& pooling_param() const; - ::caffe::PoolingParameter* mutable_pooling_param(); - ::caffe::PoolingParameter* release_pooling_param(); - void set_allocated_pooling_param(::caffe::PoolingParameter* pooling_param); - - // optional .caffe.PowerParameter power_param = 21; - bool has_power_param() const; - void clear_power_param(); - static const int kPowerParamFieldNumber = 21; - const ::caffe::PowerParameter& power_param() const; - ::caffe::PowerParameter* mutable_power_param(); - ::caffe::PowerParameter* release_power_param(); - void set_allocated_power_param(::caffe::PowerParameter* power_param); - - // optional .caffe.ReLUParameter relu_param = 30; - bool has_relu_param() const; - void clear_relu_param(); - static const int kReluParamFieldNumber = 30; - const ::caffe::ReLUParameter& relu_param() const; - ::caffe::ReLUParameter* mutable_relu_param(); - ::caffe::ReLUParameter* release_relu_param(); - void set_allocated_relu_param(::caffe::ReLUParameter* relu_param); - - // optional .caffe.SigmoidParameter sigmoid_param = 38; - bool has_sigmoid_param() const; - void clear_sigmoid_param(); - static const int kSigmoidParamFieldNumber = 38; - const ::caffe::SigmoidParameter& sigmoid_param() const; - ::caffe::SigmoidParameter* mutable_sigmoid_param(); - ::caffe::SigmoidParameter* release_sigmoid_param(); - void set_allocated_sigmoid_param(::caffe::SigmoidParameter* sigmoid_param); - - // optional .caffe.SoftmaxParameter softmax_param = 39; - bool has_softmax_param() const; - void clear_softmax_param(); - static const int kSoftmaxParamFieldNumber = 39; - const ::caffe::SoftmaxParameter& softmax_param() const; - ::caffe::SoftmaxParameter* mutable_softmax_param(); - ::caffe::SoftmaxParameter* release_softmax_param(); - void set_allocated_softmax_param(::caffe::SoftmaxParameter* softmax_param); - - // optional .caffe.SliceParameter slice_param = 31; - bool has_slice_param() const; - void clear_slice_param(); - static const int kSliceParamFieldNumber = 31; - const ::caffe::SliceParameter& slice_param() const; - ::caffe::SliceParameter* mutable_slice_param(); - ::caffe::SliceParameter* release_slice_param(); - void set_allocated_slice_param(::caffe::SliceParameter* slice_param); - - // optional .caffe.TanHParameter tanh_param = 37; - bool has_tanh_param() const; - void clear_tanh_param(); - static const int kTanhParamFieldNumber = 37; - const ::caffe::TanHParameter& tanh_param() const; - ::caffe::TanHParameter* mutable_tanh_param(); - ::caffe::TanHParameter* release_tanh_param(); - void set_allocated_tanh_param(::caffe::TanHParameter* tanh_param); - - // optional .caffe.ThresholdParameter threshold_param = 25; - bool has_threshold_param() const; - void clear_threshold_param(); - static const int kThresholdParamFieldNumber = 25; - const ::caffe::ThresholdParameter& threshold_param() const; - ::caffe::ThresholdParameter* mutable_threshold_param(); - ::caffe::ThresholdParameter* release_threshold_param(); - void set_allocated_threshold_param(::caffe::ThresholdParameter* threshold_param); - - // optional .caffe.WindowDataParameter window_data_param = 20; - bool has_window_data_param() const; - void clear_window_data_param(); - static const int kWindowDataParamFieldNumber = 20; - const ::caffe::WindowDataParameter& window_data_param() const; - ::caffe::WindowDataParameter* mutable_window_data_param(); - ::caffe::WindowDataParameter* release_window_data_param(); - void set_allocated_window_data_param(::caffe::WindowDataParameter* window_data_param); - - // optional .caffe.TransformationParameter transform_param = 36; - bool has_transform_param() const; - void clear_transform_param(); - static const int kTransformParamFieldNumber = 36; - const ::caffe::TransformationParameter& transform_param() const; - ::caffe::TransformationParameter* mutable_transform_param(); - ::caffe::TransformationParameter* release_transform_param(); - void set_allocated_transform_param(::caffe::TransformationParameter* transform_param); - - // optional .caffe.LossParameter loss_param = 42; - bool has_loss_param() const; - void clear_loss_param(); - static const int kLossParamFieldNumber = 42; - const ::caffe::LossParameter& loss_param() const; - ::caffe::LossParameter* mutable_loss_param(); - ::caffe::LossParameter* release_loss_param(); - void set_allocated_loss_param(::caffe::LossParameter* loss_param); - - // optional .caffe.V0LayerParameter layer = 1; - bool has_layer() const; - void clear_layer(); - static const int kLayerFieldNumber = 1; - const ::caffe::V0LayerParameter& layer() const; - ::caffe::V0LayerParameter* mutable_layer(); - ::caffe::V0LayerParameter* release_layer(); - void set_allocated_layer(::caffe::V0LayerParameter* layer); - - // @@protoc_insertion_point(class_scope:caffe.V1LayerParameter) - private: - inline void set_has_name(); - inline void clear_has_name(); - inline void set_has_type(); - inline void clear_has_type(); - inline void set_has_accuracy_param(); - inline void clear_has_accuracy_param(); - inline void set_has_argmax_param(); - inline void clear_has_argmax_param(); - inline void set_has_concat_param(); - inline void clear_has_concat_param(); - inline void set_has_contrastive_loss_param(); - inline void clear_has_contrastive_loss_param(); - inline void set_has_convolution_param(); - inline void clear_has_convolution_param(); - inline void set_has_data_param(); - inline void clear_has_data_param(); - inline void set_has_dropout_param(); - inline void clear_has_dropout_param(); - inline void set_has_dummy_data_param(); - inline void clear_has_dummy_data_param(); - inline void set_has_eltwise_param(); - inline void clear_has_eltwise_param(); - inline void set_has_exp_param(); - inline void clear_has_exp_param(); - inline void set_has_hdf5_data_param(); - inline void clear_has_hdf5_data_param(); - inline void set_has_hdf5_output_param(); - inline void clear_has_hdf5_output_param(); - inline void set_has_hinge_loss_param(); - inline void clear_has_hinge_loss_param(); - inline void set_has_image_data_param(); - inline void clear_has_image_data_param(); - inline void set_has_infogain_loss_param(); - inline void clear_has_infogain_loss_param(); - inline void set_has_inner_product_param(); - inline void clear_has_inner_product_param(); - inline void set_has_lrn_param(); - inline void clear_has_lrn_param(); - inline void set_has_memory_data_param(); - inline void clear_has_memory_data_param(); - inline void set_has_mvn_param(); - inline void clear_has_mvn_param(); - inline void set_has_pooling_param(); - inline void clear_has_pooling_param(); - inline void set_has_power_param(); - inline void clear_has_power_param(); - inline void set_has_relu_param(); - inline void clear_has_relu_param(); - inline void set_has_sigmoid_param(); - inline void clear_has_sigmoid_param(); - inline void set_has_softmax_param(); - inline void clear_has_softmax_param(); - inline void set_has_slice_param(); - inline void clear_has_slice_param(); - inline void set_has_tanh_param(); - inline void clear_has_tanh_param(); - inline void set_has_threshold_param(); - inline void clear_has_threshold_param(); - inline void set_has_window_data_param(); - inline void clear_has_window_data_param(); - inline void set_has_transform_param(); - inline void clear_has_transform_param(); - inline void set_has_loss_param(); - inline void clear_has_loss_param(); - inline void set_has_layer(); - inline void clear_has_layer(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<2> _has_bits_; - ::google::protobuf::RepeatedPtrField< ::std::string> bottom_; - ::google::protobuf::RepeatedPtrField< ::std::string> top_; - ::google::protobuf::RepeatedPtrField< ::caffe::NetStateRule > include_; - ::google::protobuf::RepeatedPtrField< ::caffe::NetStateRule > exclude_; - ::google::protobuf::RepeatedPtrField< ::caffe::BlobProto > blobs_; - ::google::protobuf::RepeatedPtrField< ::std::string> param_; - ::google::protobuf::RepeatedField blob_share_mode_; - ::google::protobuf::RepeatedField< float > blobs_lr_; - ::google::protobuf::RepeatedField< float > weight_decay_; - ::google::protobuf::RepeatedField< float > loss_weight_; - ::google::protobuf::internal::ArenaStringPtr name_; - ::caffe::AccuracyParameter* accuracy_param_; - ::caffe::ArgMaxParameter* argmax_param_; - ::caffe::ConcatParameter* concat_param_; - ::caffe::ContrastiveLossParameter* contrastive_loss_param_; - ::caffe::ConvolutionParameter* convolution_param_; - ::caffe::DataParameter* data_param_; - ::caffe::DropoutParameter* dropout_param_; - ::caffe::DummyDataParameter* dummy_data_param_; - ::caffe::EltwiseParameter* eltwise_param_; - ::caffe::ExpParameter* exp_param_; - ::caffe::HDF5DataParameter* hdf5_data_param_; - ::caffe::HDF5OutputParameter* hdf5_output_param_; - ::caffe::HingeLossParameter* hinge_loss_param_; - ::caffe::ImageDataParameter* image_data_param_; - ::caffe::InfogainLossParameter* infogain_loss_param_; - ::caffe::InnerProductParameter* inner_product_param_; - ::caffe::LRNParameter* lrn_param_; - ::caffe::MemoryDataParameter* memory_data_param_; - ::caffe::MVNParameter* mvn_param_; - ::caffe::PoolingParameter* pooling_param_; - ::caffe::PowerParameter* power_param_; - ::caffe::ReLUParameter* relu_param_; - ::caffe::SigmoidParameter* sigmoid_param_; - ::caffe::SoftmaxParameter* softmax_param_; - ::caffe::SliceParameter* slice_param_; - ::caffe::TanHParameter* tanh_param_; - ::caffe::ThresholdParameter* threshold_param_; - ::caffe::WindowDataParameter* window_data_param_; - ::caffe::TransformationParameter* transform_param_; - ::caffe::LossParameter* loss_param_; - ::caffe::V0LayerParameter* layer_; - int type_; - mutable int _cached_size_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed V1LayerParameter_default_instance_; - -// ------------------------------------------------------------------- - -class V0LayerParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.V0LayerParameter) */ { - public: - V0LayerParameter(); - virtual ~V0LayerParameter(); - - V0LayerParameter(const V0LayerParameter& from); - - inline V0LayerParameter& operator=(const V0LayerParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const V0LayerParameter& default_instance(); - - static const V0LayerParameter* internal_default_instance(); - - void Swap(V0LayerParameter* other); - - // implements Message ---------------------------------------------- - - inline V0LayerParameter* New() const { return New(NULL); } - - V0LayerParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const V0LayerParameter& from); - void MergeFrom(const V0LayerParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(V0LayerParameter* other); - void UnsafeMergeFrom(const V0LayerParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - typedef V0LayerParameter_PoolMethod PoolMethod; - static const PoolMethod MAX = - V0LayerParameter_PoolMethod_MAX; - static const PoolMethod AVE = - V0LayerParameter_PoolMethod_AVE; - static const PoolMethod STOCHASTIC = - V0LayerParameter_PoolMethod_STOCHASTIC; - static inline bool PoolMethod_IsValid(int value) { - return V0LayerParameter_PoolMethod_IsValid(value); - } - static const PoolMethod PoolMethod_MIN = - V0LayerParameter_PoolMethod_PoolMethod_MIN; - static const PoolMethod PoolMethod_MAX = - V0LayerParameter_PoolMethod_PoolMethod_MAX; - static const int PoolMethod_ARRAYSIZE = - V0LayerParameter_PoolMethod_PoolMethod_ARRAYSIZE; - static inline const ::google::protobuf::EnumDescriptor* - PoolMethod_descriptor() { - return V0LayerParameter_PoolMethod_descriptor(); - } - static inline const ::std::string& PoolMethod_Name(PoolMethod value) { - return V0LayerParameter_PoolMethod_Name(value); - } - static inline bool PoolMethod_Parse(const ::std::string& name, - PoolMethod* value) { - return V0LayerParameter_PoolMethod_Parse(name, value); - } - - // accessors ------------------------------------------------------- - - // optional string name = 1; - bool has_name() const; - void clear_name(); - static const int kNameFieldNumber = 1; - const ::std::string& name() const; - void set_name(const ::std::string& value); - void set_name(const char* value); - void set_name(const char* value, size_t size); - ::std::string* mutable_name(); - ::std::string* release_name(); - void set_allocated_name(::std::string* name); - - // optional string type = 2; - bool has_type() const; - void clear_type(); - static const int kTypeFieldNumber = 2; - const ::std::string& type() const; - void set_type(const ::std::string& value); - void set_type(const char* value); - void set_type(const char* value, size_t size); - ::std::string* mutable_type(); - ::std::string* release_type(); - void set_allocated_type(::std::string* type); - - // optional uint32 num_output = 3; - bool has_num_output() const; - void clear_num_output(); - static const int kNumOutputFieldNumber = 3; - ::google::protobuf::uint32 num_output() const; - void set_num_output(::google::protobuf::uint32 value); - - // optional bool biasterm = 4 [default = true]; - bool has_biasterm() const; - void clear_biasterm(); - static const int kBiastermFieldNumber = 4; - bool biasterm() const; - void set_biasterm(bool value); - - // optional .caffe.FillerParameter weight_filler = 5; - bool has_weight_filler() const; - void clear_weight_filler(); - static const int kWeightFillerFieldNumber = 5; - const ::caffe::FillerParameter& weight_filler() const; - ::caffe::FillerParameter* mutable_weight_filler(); - ::caffe::FillerParameter* release_weight_filler(); - void set_allocated_weight_filler(::caffe::FillerParameter* weight_filler); - - // optional .caffe.FillerParameter bias_filler = 6; - bool has_bias_filler() const; - void clear_bias_filler(); - static const int kBiasFillerFieldNumber = 6; - const ::caffe::FillerParameter& bias_filler() const; - ::caffe::FillerParameter* mutable_bias_filler(); - ::caffe::FillerParameter* release_bias_filler(); - void set_allocated_bias_filler(::caffe::FillerParameter* bias_filler); - - // optional uint32 pad = 7 [default = 0]; - bool has_pad() const; - void clear_pad(); - static const int kPadFieldNumber = 7; - ::google::protobuf::uint32 pad() const; - void set_pad(::google::protobuf::uint32 value); - - // optional uint32 kernelsize = 8; - bool has_kernelsize() const; - void clear_kernelsize(); - static const int kKernelsizeFieldNumber = 8; - ::google::protobuf::uint32 kernelsize() const; - void set_kernelsize(::google::protobuf::uint32 value); - - // optional uint32 group = 9 [default = 1]; - bool has_group() const; - void clear_group(); - static const int kGroupFieldNumber = 9; - ::google::protobuf::uint32 group() const; - void set_group(::google::protobuf::uint32 value); - - // optional uint32 stride = 10 [default = 1]; - bool has_stride() const; - void clear_stride(); - static const int kStrideFieldNumber = 10; - ::google::protobuf::uint32 stride() const; - void set_stride(::google::protobuf::uint32 value); - - // optional .caffe.V0LayerParameter.PoolMethod pool = 11 [default = MAX]; - bool has_pool() const; - void clear_pool(); - static const int kPoolFieldNumber = 11; - ::caffe::V0LayerParameter_PoolMethod pool() const; - void set_pool(::caffe::V0LayerParameter_PoolMethod value); - - // optional float dropout_ratio = 12 [default = 0.5]; - bool has_dropout_ratio() const; - void clear_dropout_ratio(); - static const int kDropoutRatioFieldNumber = 12; - float dropout_ratio() const; - void set_dropout_ratio(float value); - - // optional uint32 local_size = 13 [default = 5]; - bool has_local_size() const; - void clear_local_size(); - static const int kLocalSizeFieldNumber = 13; - ::google::protobuf::uint32 local_size() const; - void set_local_size(::google::protobuf::uint32 value); - - // optional float alpha = 14 [default = 1]; - bool has_alpha() const; - void clear_alpha(); - static const int kAlphaFieldNumber = 14; - float alpha() const; - void set_alpha(float value); - - // optional float beta = 15 [default = 0.75]; - bool has_beta() const; - void clear_beta(); - static const int kBetaFieldNumber = 15; - float beta() const; - void set_beta(float value); - - // optional float k = 22 [default = 1]; - bool has_k() const; - void clear_k(); - static const int kKFieldNumber = 22; - float k() const; - void set_k(float value); - - // optional string source = 16; - bool has_source() const; - void clear_source(); - static const int kSourceFieldNumber = 16; - const ::std::string& source() const; - void set_source(const ::std::string& value); - void set_source(const char* value); - void set_source(const char* value, size_t size); - ::std::string* mutable_source(); - ::std::string* release_source(); - void set_allocated_source(::std::string* source); - - // optional float scale = 17 [default = 1]; - bool has_scale() const; - void clear_scale(); - static const int kScaleFieldNumber = 17; - float scale() const; - void set_scale(float value); - - // optional string meanfile = 18; - bool has_meanfile() const; - void clear_meanfile(); - static const int kMeanfileFieldNumber = 18; - const ::std::string& meanfile() const; - void set_meanfile(const ::std::string& value); - void set_meanfile(const char* value); - void set_meanfile(const char* value, size_t size); - ::std::string* mutable_meanfile(); - ::std::string* release_meanfile(); - void set_allocated_meanfile(::std::string* meanfile); - - // optional uint32 batchsize = 19; - bool has_batchsize() const; - void clear_batchsize(); - static const int kBatchsizeFieldNumber = 19; - ::google::protobuf::uint32 batchsize() const; - void set_batchsize(::google::protobuf::uint32 value); - - // optional uint32 cropsize = 20 [default = 0]; - bool has_cropsize() const; - void clear_cropsize(); - static const int kCropsizeFieldNumber = 20; - ::google::protobuf::uint32 cropsize() const; - void set_cropsize(::google::protobuf::uint32 value); - - // optional bool mirror = 21 [default = false]; - bool has_mirror() const; - void clear_mirror(); - static const int kMirrorFieldNumber = 21; - bool mirror() const; - void set_mirror(bool value); - - // repeated .caffe.BlobProto blobs = 50; - int blobs_size() const; - void clear_blobs(); - static const int kBlobsFieldNumber = 50; - const ::caffe::BlobProto& blobs(int index) const; - ::caffe::BlobProto* mutable_blobs(int index); - ::caffe::BlobProto* add_blobs(); - ::google::protobuf::RepeatedPtrField< ::caffe::BlobProto >* - mutable_blobs(); - const ::google::protobuf::RepeatedPtrField< ::caffe::BlobProto >& - blobs() const; - - // repeated float blobs_lr = 51; - int blobs_lr_size() const; - void clear_blobs_lr(); - static const int kBlobsLrFieldNumber = 51; - float blobs_lr(int index) const; - void set_blobs_lr(int index, float value); - void add_blobs_lr(float value); - const ::google::protobuf::RepeatedField< float >& - blobs_lr() const; - ::google::protobuf::RepeatedField< float >* - mutable_blobs_lr(); - - // repeated float weight_decay = 52; - int weight_decay_size() const; - void clear_weight_decay(); - static const int kWeightDecayFieldNumber = 52; - float weight_decay(int index) const; - void set_weight_decay(int index, float value); - void add_weight_decay(float value); - const ::google::protobuf::RepeatedField< float >& - weight_decay() const; - ::google::protobuf::RepeatedField< float >* - mutable_weight_decay(); - - // optional uint32 rand_skip = 53 [default = 0]; - bool has_rand_skip() const; - void clear_rand_skip(); - static const int kRandSkipFieldNumber = 53; - ::google::protobuf::uint32 rand_skip() const; - void set_rand_skip(::google::protobuf::uint32 value); - - // optional float det_fg_threshold = 54 [default = 0.5]; - bool has_det_fg_threshold() const; - void clear_det_fg_threshold(); - static const int kDetFgThresholdFieldNumber = 54; - float det_fg_threshold() const; - void set_det_fg_threshold(float value); - - // optional float det_bg_threshold = 55 [default = 0.5]; - bool has_det_bg_threshold() const; - void clear_det_bg_threshold(); - static const int kDetBgThresholdFieldNumber = 55; - float det_bg_threshold() const; - void set_det_bg_threshold(float value); - - // optional float det_fg_fraction = 56 [default = 0.25]; - bool has_det_fg_fraction() const; - void clear_det_fg_fraction(); - static const int kDetFgFractionFieldNumber = 56; - float det_fg_fraction() const; - void set_det_fg_fraction(float value); - - // optional uint32 det_context_pad = 58 [default = 0]; - bool has_det_context_pad() const; - void clear_det_context_pad(); - static const int kDetContextPadFieldNumber = 58; - ::google::protobuf::uint32 det_context_pad() const; - void set_det_context_pad(::google::protobuf::uint32 value); - - // optional string det_crop_mode = 59 [default = "warp"]; - bool has_det_crop_mode() const; - void clear_det_crop_mode(); - static const int kDetCropModeFieldNumber = 59; - const ::std::string& det_crop_mode() const; - void set_det_crop_mode(const ::std::string& value); - void set_det_crop_mode(const char* value); - void set_det_crop_mode(const char* value, size_t size); - ::std::string* mutable_det_crop_mode(); - ::std::string* release_det_crop_mode(); - void set_allocated_det_crop_mode(::std::string* det_crop_mode); - - // optional int32 new_num = 60 [default = 0]; - bool has_new_num() const; - void clear_new_num(); - static const int kNewNumFieldNumber = 60; - ::google::protobuf::int32 new_num() const; - void set_new_num(::google::protobuf::int32 value); - - // optional int32 new_channels = 61 [default = 0]; - bool has_new_channels() const; - void clear_new_channels(); - static const int kNewChannelsFieldNumber = 61; - ::google::protobuf::int32 new_channels() const; - void set_new_channels(::google::protobuf::int32 value); - - // optional int32 new_height = 62 [default = 0]; - bool has_new_height() const; - void clear_new_height(); - static const int kNewHeightFieldNumber = 62; - ::google::protobuf::int32 new_height() const; - void set_new_height(::google::protobuf::int32 value); - - // optional int32 new_width = 63 [default = 0]; - bool has_new_width() const; - void clear_new_width(); - static const int kNewWidthFieldNumber = 63; - ::google::protobuf::int32 new_width() const; - void set_new_width(::google::protobuf::int32 value); - - // optional bool shuffle_images = 64 [default = false]; - bool has_shuffle_images() const; - void clear_shuffle_images(); - static const int kShuffleImagesFieldNumber = 64; - bool shuffle_images() const; - void set_shuffle_images(bool value); - - // optional uint32 concat_dim = 65 [default = 1]; - bool has_concat_dim() const; - void clear_concat_dim(); - static const int kConcatDimFieldNumber = 65; - ::google::protobuf::uint32 concat_dim() const; - void set_concat_dim(::google::protobuf::uint32 value); - - // optional .caffe.HDF5OutputParameter hdf5_output_param = 1001; - bool has_hdf5_output_param() const; - void clear_hdf5_output_param(); - static const int kHdf5OutputParamFieldNumber = 1001; - const ::caffe::HDF5OutputParameter& hdf5_output_param() const; - ::caffe::HDF5OutputParameter* mutable_hdf5_output_param(); - ::caffe::HDF5OutputParameter* release_hdf5_output_param(); - void set_allocated_hdf5_output_param(::caffe::HDF5OutputParameter* hdf5_output_param); - - // @@protoc_insertion_point(class_scope:caffe.V0LayerParameter) - private: - inline void set_has_name(); - inline void clear_has_name(); - inline void set_has_type(); - inline void clear_has_type(); - inline void set_has_num_output(); - inline void clear_has_num_output(); - inline void set_has_biasterm(); - inline void clear_has_biasterm(); - inline void set_has_weight_filler(); - inline void clear_has_weight_filler(); - inline void set_has_bias_filler(); - inline void clear_has_bias_filler(); - inline void set_has_pad(); - inline void clear_has_pad(); - inline void set_has_kernelsize(); - inline void clear_has_kernelsize(); - inline void set_has_group(); - inline void clear_has_group(); - inline void set_has_stride(); - inline void clear_has_stride(); - inline void set_has_pool(); - inline void clear_has_pool(); - inline void set_has_dropout_ratio(); - inline void clear_has_dropout_ratio(); - inline void set_has_local_size(); - inline void clear_has_local_size(); - inline void set_has_alpha(); - inline void clear_has_alpha(); - inline void set_has_beta(); - inline void clear_has_beta(); - inline void set_has_k(); - inline void clear_has_k(); - inline void set_has_source(); - inline void clear_has_source(); - inline void set_has_scale(); - inline void clear_has_scale(); - inline void set_has_meanfile(); - inline void clear_has_meanfile(); - inline void set_has_batchsize(); - inline void clear_has_batchsize(); - inline void set_has_cropsize(); - inline void clear_has_cropsize(); - inline void set_has_mirror(); - inline void clear_has_mirror(); - inline void set_has_rand_skip(); - inline void clear_has_rand_skip(); - inline void set_has_det_fg_threshold(); - inline void clear_has_det_fg_threshold(); - inline void set_has_det_bg_threshold(); - inline void clear_has_det_bg_threshold(); - inline void set_has_det_fg_fraction(); - inline void clear_has_det_fg_fraction(); - inline void set_has_det_context_pad(); - inline void clear_has_det_context_pad(); - inline void set_has_det_crop_mode(); - inline void clear_has_det_crop_mode(); - inline void set_has_new_num(); - inline void clear_has_new_num(); - inline void set_has_new_channels(); - inline void clear_has_new_channels(); - inline void set_has_new_height(); - inline void clear_has_new_height(); - inline void set_has_new_width(); - inline void clear_has_new_width(); - inline void set_has_shuffle_images(); - inline void clear_has_shuffle_images(); - inline void set_has_concat_dim(); - inline void clear_has_concat_dim(); - inline void set_has_hdf5_output_param(); - inline void clear_has_hdf5_output_param(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<2> _has_bits_; - ::google::protobuf::RepeatedPtrField< ::caffe::BlobProto > blobs_; - ::google::protobuf::RepeatedField< float > blobs_lr_; - ::google::protobuf::RepeatedField< float > weight_decay_; - ::google::protobuf::internal::ArenaStringPtr name_; - ::google::protobuf::internal::ArenaStringPtr type_; - ::google::protobuf::internal::ArenaStringPtr source_; - ::google::protobuf::internal::ArenaStringPtr meanfile_; - static ::std::string* _default_det_crop_mode_; - ::google::protobuf::internal::ArenaStringPtr det_crop_mode_; - ::caffe::FillerParameter* weight_filler_; - ::caffe::FillerParameter* bias_filler_; - ::caffe::HDF5OutputParameter* hdf5_output_param_; - ::google::protobuf::uint32 num_output_; - ::google::protobuf::uint32 pad_; - ::google::protobuf::uint32 kernelsize_; - int pool_; - ::google::protobuf::uint32 batchsize_; - ::google::protobuf::uint32 cropsize_; - ::google::protobuf::uint32 rand_skip_; - bool mirror_; - bool shuffle_images_; - ::google::protobuf::uint32 det_context_pad_; - ::google::protobuf::int32 new_num_; - ::google::protobuf::int32 new_channels_; - ::google::protobuf::int32 new_height_; - ::google::protobuf::int32 new_width_; - ::google::protobuf::uint32 concat_dim_; - bool biasterm_; - ::google::protobuf::uint32 group_; - ::google::protobuf::uint32 stride_; - float dropout_ratio_; - ::google::protobuf::uint32 local_size_; - float alpha_; - float beta_; - float k_; - float scale_; - float det_fg_threshold_; - float det_bg_threshold_; - float det_fg_fraction_; - mutable int _cached_size_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed V0LayerParameter_default_instance_; - -// ------------------------------------------------------------------- - -class PReLUParameter : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.PReLUParameter) */ { - public: - PReLUParameter(); - virtual ~PReLUParameter(); - - PReLUParameter(const PReLUParameter& from); - - inline PReLUParameter& operator=(const PReLUParameter& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const PReLUParameter& default_instance(); - - static const PReLUParameter* internal_default_instance(); - - void Swap(PReLUParameter* other); - - // implements Message ---------------------------------------------- - - inline PReLUParameter* New() const { return New(NULL); } - - PReLUParameter* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const PReLUParameter& from); - void MergeFrom(const PReLUParameter& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(PReLUParameter* other); - void UnsafeMergeFrom(const PReLUParameter& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional .caffe.FillerParameter filler = 1; - bool has_filler() const; - void clear_filler(); - static const int kFillerFieldNumber = 1; - const ::caffe::FillerParameter& filler() const; - ::caffe::FillerParameter* mutable_filler(); - ::caffe::FillerParameter* release_filler(); - void set_allocated_filler(::caffe::FillerParameter* filler); - - // optional bool channel_shared = 2 [default = false]; - bool has_channel_shared() const; - void clear_channel_shared(); - static const int kChannelSharedFieldNumber = 2; - bool channel_shared() const; - void set_channel_shared(bool value); - - // @@protoc_insertion_point(class_scope:caffe.PReLUParameter) - private: - inline void set_has_filler(); - inline void clear_has_filler(); - inline void set_has_channel_shared(); - inline void clear_has_channel_shared(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - ::caffe::FillerParameter* filler_; - bool channel_shared_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed PReLUParameter_default_instance_; - -// ------------------------------------------------------------------- - -class NormalizedBBox : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:caffe.NormalizedBBox) */ { - public: - NormalizedBBox(); - virtual ~NormalizedBBox(); - - NormalizedBBox(const NormalizedBBox& from); - - inline NormalizedBBox& operator=(const NormalizedBBox& from) { - CopyFrom(from); - return *this; - } - - inline const ::google::protobuf::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); - } - - inline ::google::protobuf::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); - } - - static const ::google::protobuf::Descriptor* descriptor(); - static const NormalizedBBox& default_instance(); - - static const NormalizedBBox* internal_default_instance(); - - void Swap(NormalizedBBox* other); - - // implements Message ---------------------------------------------- - - inline NormalizedBBox* New() const { return New(NULL); } - - NormalizedBBox* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const NormalizedBBox& from); - void MergeFrom(const NormalizedBBox& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(NormalizedBBox* other); - void UnsafeMergeFrom(const NormalizedBBox& from); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional float xmin = 1; - bool has_xmin() const; - void clear_xmin(); - static const int kXminFieldNumber = 1; - float xmin() const; - void set_xmin(float value); - - // optional float ymin = 2; - bool has_ymin() const; - void clear_ymin(); - static const int kYminFieldNumber = 2; - float ymin() const; - void set_ymin(float value); - - // optional float xmax = 3; - bool has_xmax() const; - void clear_xmax(); - static const int kXmaxFieldNumber = 3; - float xmax() const; - void set_xmax(float value); - - // optional float ymax = 4; - bool has_ymax() const; - void clear_ymax(); - static const int kYmaxFieldNumber = 4; - float ymax() const; - void set_ymax(float value); - - // optional int32 label = 5; - bool has_label() const; - void clear_label(); - static const int kLabelFieldNumber = 5; - ::google::protobuf::int32 label() const; - void set_label(::google::protobuf::int32 value); - - // optional bool difficult = 6; - bool has_difficult() const; - void clear_difficult(); - static const int kDifficultFieldNumber = 6; - bool difficult() const; - void set_difficult(bool value); - - // optional float score = 7; - bool has_score() const; - void clear_score(); - static const int kScoreFieldNumber = 7; - float score() const; - void set_score(float value); - - // optional float size = 8; - bool has_size() const; - void clear_size(); - static const int kSizeFieldNumber = 8; - float size() const; - void set_size(float value); - - // @@protoc_insertion_point(class_scope:caffe.NormalizedBBox) - private: - inline void set_has_xmin(); - inline void clear_has_xmin(); - inline void set_has_ymin(); - inline void clear_has_ymin(); - inline void set_has_xmax(); - inline void clear_has_xmax(); - inline void set_has_ymax(); - inline void clear_has_ymax(); - inline void set_has_label(); - inline void clear_has_label(); - inline void set_has_difficult(); - inline void clear_has_difficult(); - inline void set_has_score(); - inline void clear_has_score(); - inline void set_has_size(); - inline void clear_has_size(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - ::google::protobuf::internal::HasBits<1> _has_bits_; - mutable int _cached_size_; - float xmin_; - float ymin_; - float xmax_; - float ymax_; - ::google::protobuf::int32 label_; - bool difficult_; - float score_; - float size_; - friend void protobuf_InitDefaults_caffe_2eproto_impl(); - friend void protobuf_AddDesc_caffe_2eproto_impl(); - friend void protobuf_AssignDesc_caffe_2eproto(); - friend void protobuf_ShutdownFile_caffe_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed NormalizedBBox_default_instance_; - -// =================================================================== - - -// =================================================================== - -#if !PROTOBUF_INLINE_NOT_IN_HEADERS -// BlobShape - -// repeated int64 dim = 1 [packed = true]; -inline int BlobShape::dim_size() const { - return dim_.size(); -} -inline void BlobShape::clear_dim() { - dim_.Clear(); -} -inline ::google::protobuf::int64 BlobShape::dim(int index) const { - // @@protoc_insertion_point(field_get:caffe.BlobShape.dim) - return dim_.Get(index); -} -inline void BlobShape::set_dim(int index, ::google::protobuf::int64 value) { - dim_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.BlobShape.dim) -} -inline void BlobShape::add_dim(::google::protobuf::int64 value) { - dim_.Add(value); - // @@protoc_insertion_point(field_add:caffe.BlobShape.dim) -} -inline const ::google::protobuf::RepeatedField< ::google::protobuf::int64 >& -BlobShape::dim() const { - // @@protoc_insertion_point(field_list:caffe.BlobShape.dim) - return dim_; -} -inline ::google::protobuf::RepeatedField< ::google::protobuf::int64 >* -BlobShape::mutable_dim() { - // @@protoc_insertion_point(field_mutable_list:caffe.BlobShape.dim) - return &dim_; -} - -inline const BlobShape* BlobShape::internal_default_instance() { - return &BlobShape_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// BlobProto - -// optional .caffe.BlobShape shape = 7; -inline bool BlobProto::has_shape() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void BlobProto::set_has_shape() { - _has_bits_[0] |= 0x00000001u; -} -inline void BlobProto::clear_has_shape() { - _has_bits_[0] &= ~0x00000001u; -} -inline void BlobProto::clear_shape() { - if (shape_ != NULL) shape_->::caffe::BlobShape::Clear(); - clear_has_shape(); -} -inline const ::caffe::BlobShape& BlobProto::shape() const { - // @@protoc_insertion_point(field_get:caffe.BlobProto.shape) - return shape_ != NULL ? *shape_ - : *::caffe::BlobShape::internal_default_instance(); -} -inline ::caffe::BlobShape* BlobProto::mutable_shape() { - set_has_shape(); - if (shape_ == NULL) { - shape_ = new ::caffe::BlobShape; - } - // @@protoc_insertion_point(field_mutable:caffe.BlobProto.shape) - return shape_; -} -inline ::caffe::BlobShape* BlobProto::release_shape() { - // @@protoc_insertion_point(field_release:caffe.BlobProto.shape) - clear_has_shape(); - ::caffe::BlobShape* temp = shape_; - shape_ = NULL; - return temp; -} -inline void BlobProto::set_allocated_shape(::caffe::BlobShape* shape) { - delete shape_; - shape_ = shape; - if (shape) { - set_has_shape(); - } else { - clear_has_shape(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.BlobProto.shape) -} - -// repeated float data = 5 [packed = true]; -inline int BlobProto::data_size() const { - return data_.size(); -} -inline void BlobProto::clear_data() { - data_.Clear(); -} -inline float BlobProto::data(int index) const { - // @@protoc_insertion_point(field_get:caffe.BlobProto.data) - return data_.Get(index); -} -inline void BlobProto::set_data(int index, float value) { - data_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.BlobProto.data) -} -inline void BlobProto::add_data(float value) { - data_.Add(value); - // @@protoc_insertion_point(field_add:caffe.BlobProto.data) -} -inline const ::google::protobuf::RepeatedField< float >& -BlobProto::data() const { - // @@protoc_insertion_point(field_list:caffe.BlobProto.data) - return data_; -} -inline ::google::protobuf::RepeatedField< float >* -BlobProto::mutable_data() { - // @@protoc_insertion_point(field_mutable_list:caffe.BlobProto.data) - return &data_; -} - -// repeated float diff = 6 [packed = true]; -inline int BlobProto::diff_size() const { - return diff_.size(); -} -inline void BlobProto::clear_diff() { - diff_.Clear(); -} -inline float BlobProto::diff(int index) const { - // @@protoc_insertion_point(field_get:caffe.BlobProto.diff) - return diff_.Get(index); -} -inline void BlobProto::set_diff(int index, float value) { - diff_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.BlobProto.diff) -} -inline void BlobProto::add_diff(float value) { - diff_.Add(value); - // @@protoc_insertion_point(field_add:caffe.BlobProto.diff) -} -inline const ::google::protobuf::RepeatedField< float >& -BlobProto::diff() const { - // @@protoc_insertion_point(field_list:caffe.BlobProto.diff) - return diff_; -} -inline ::google::protobuf::RepeatedField< float >* -BlobProto::mutable_diff() { - // @@protoc_insertion_point(field_mutable_list:caffe.BlobProto.diff) - return &diff_; -} - -// repeated double double_data = 8 [packed = true]; -inline int BlobProto::double_data_size() const { - return double_data_.size(); -} -inline void BlobProto::clear_double_data() { - double_data_.Clear(); -} -inline double BlobProto::double_data(int index) const { - // @@protoc_insertion_point(field_get:caffe.BlobProto.double_data) - return double_data_.Get(index); -} -inline void BlobProto::set_double_data(int index, double value) { - double_data_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.BlobProto.double_data) -} -inline void BlobProto::add_double_data(double value) { - double_data_.Add(value); - // @@protoc_insertion_point(field_add:caffe.BlobProto.double_data) -} -inline const ::google::protobuf::RepeatedField< double >& -BlobProto::double_data() const { - // @@protoc_insertion_point(field_list:caffe.BlobProto.double_data) - return double_data_; -} -inline ::google::protobuf::RepeatedField< double >* -BlobProto::mutable_double_data() { - // @@protoc_insertion_point(field_mutable_list:caffe.BlobProto.double_data) - return &double_data_; -} - -// repeated double double_diff = 9 [packed = true]; -inline int BlobProto::double_diff_size() const { - return double_diff_.size(); -} -inline void BlobProto::clear_double_diff() { - double_diff_.Clear(); -} -inline double BlobProto::double_diff(int index) const { - // @@protoc_insertion_point(field_get:caffe.BlobProto.double_diff) - return double_diff_.Get(index); -} -inline void BlobProto::set_double_diff(int index, double value) { - double_diff_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.BlobProto.double_diff) -} -inline void BlobProto::add_double_diff(double value) { - double_diff_.Add(value); - // @@protoc_insertion_point(field_add:caffe.BlobProto.double_diff) -} -inline const ::google::protobuf::RepeatedField< double >& -BlobProto::double_diff() const { - // @@protoc_insertion_point(field_list:caffe.BlobProto.double_diff) - return double_diff_; -} -inline ::google::protobuf::RepeatedField< double >* -BlobProto::mutable_double_diff() { - // @@protoc_insertion_point(field_mutable_list:caffe.BlobProto.double_diff) - return &double_diff_; -} - -// optional int32 num = 1 [default = 0]; -inline bool BlobProto::has_num() const { - return (_has_bits_[0] & 0x00000020u) != 0; -} -inline void BlobProto::set_has_num() { - _has_bits_[0] |= 0x00000020u; -} -inline void BlobProto::clear_has_num() { - _has_bits_[0] &= ~0x00000020u; -} -inline void BlobProto::clear_num() { - num_ = 0; - clear_has_num(); -} -inline ::google::protobuf::int32 BlobProto::num() const { - // @@protoc_insertion_point(field_get:caffe.BlobProto.num) - return num_; -} -inline void BlobProto::set_num(::google::protobuf::int32 value) { - set_has_num(); - num_ = value; - // @@protoc_insertion_point(field_set:caffe.BlobProto.num) -} - -// optional int32 channels = 2 [default = 0]; -inline bool BlobProto::has_channels() const { - return (_has_bits_[0] & 0x00000040u) != 0; -} -inline void BlobProto::set_has_channels() { - _has_bits_[0] |= 0x00000040u; -} -inline void BlobProto::clear_has_channels() { - _has_bits_[0] &= ~0x00000040u; -} -inline void BlobProto::clear_channels() { - channels_ = 0; - clear_has_channels(); -} -inline ::google::protobuf::int32 BlobProto::channels() const { - // @@protoc_insertion_point(field_get:caffe.BlobProto.channels) - return channels_; -} -inline void BlobProto::set_channels(::google::protobuf::int32 value) { - set_has_channels(); - channels_ = value; - // @@protoc_insertion_point(field_set:caffe.BlobProto.channels) -} - -// optional int32 height = 3 [default = 0]; -inline bool BlobProto::has_height() const { - return (_has_bits_[0] & 0x00000080u) != 0; -} -inline void BlobProto::set_has_height() { - _has_bits_[0] |= 0x00000080u; -} -inline void BlobProto::clear_has_height() { - _has_bits_[0] &= ~0x00000080u; -} -inline void BlobProto::clear_height() { - height_ = 0; - clear_has_height(); -} -inline ::google::protobuf::int32 BlobProto::height() const { - // @@protoc_insertion_point(field_get:caffe.BlobProto.height) - return height_; -} -inline void BlobProto::set_height(::google::protobuf::int32 value) { - set_has_height(); - height_ = value; - // @@protoc_insertion_point(field_set:caffe.BlobProto.height) -} - -// optional int32 width = 4 [default = 0]; -inline bool BlobProto::has_width() const { - return (_has_bits_[0] & 0x00000100u) != 0; -} -inline void BlobProto::set_has_width() { - _has_bits_[0] |= 0x00000100u; -} -inline void BlobProto::clear_has_width() { - _has_bits_[0] &= ~0x00000100u; -} -inline void BlobProto::clear_width() { - width_ = 0; - clear_has_width(); -} -inline ::google::protobuf::int32 BlobProto::width() const { - // @@protoc_insertion_point(field_get:caffe.BlobProto.width) - return width_; -} -inline void BlobProto::set_width(::google::protobuf::int32 value) { - set_has_width(); - width_ = value; - // @@protoc_insertion_point(field_set:caffe.BlobProto.width) -} - -inline const BlobProto* BlobProto::internal_default_instance() { - return &BlobProto_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// BlobProtoVector - -// repeated .caffe.BlobProto blobs = 1; -inline int BlobProtoVector::blobs_size() const { - return blobs_.size(); -} -inline void BlobProtoVector::clear_blobs() { - blobs_.Clear(); -} -inline const ::caffe::BlobProto& BlobProtoVector::blobs(int index) const { - // @@protoc_insertion_point(field_get:caffe.BlobProtoVector.blobs) - return blobs_.Get(index); -} -inline ::caffe::BlobProto* BlobProtoVector::mutable_blobs(int index) { - // @@protoc_insertion_point(field_mutable:caffe.BlobProtoVector.blobs) - return blobs_.Mutable(index); -} -inline ::caffe::BlobProto* BlobProtoVector::add_blobs() { - // @@protoc_insertion_point(field_add:caffe.BlobProtoVector.blobs) - return blobs_.Add(); -} -inline ::google::protobuf::RepeatedPtrField< ::caffe::BlobProto >* -BlobProtoVector::mutable_blobs() { - // @@protoc_insertion_point(field_mutable_list:caffe.BlobProtoVector.blobs) - return &blobs_; -} -inline const ::google::protobuf::RepeatedPtrField< ::caffe::BlobProto >& -BlobProtoVector::blobs() const { - // @@protoc_insertion_point(field_list:caffe.BlobProtoVector.blobs) - return blobs_; -} - -inline const BlobProtoVector* BlobProtoVector::internal_default_instance() { - return &BlobProtoVector_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// PermuteParameter - -// repeated uint32 order = 1; -inline int PermuteParameter::order_size() const { - return order_.size(); -} -inline void PermuteParameter::clear_order() { - order_.Clear(); -} -inline ::google::protobuf::uint32 PermuteParameter::order(int index) const { - // @@protoc_insertion_point(field_get:caffe.PermuteParameter.order) - return order_.Get(index); -} -inline void PermuteParameter::set_order(int index, ::google::protobuf::uint32 value) { - order_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.PermuteParameter.order) -} -inline void PermuteParameter::add_order(::google::protobuf::uint32 value) { - order_.Add(value); - // @@protoc_insertion_point(field_add:caffe.PermuteParameter.order) -} -inline const ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >& -PermuteParameter::order() const { - // @@protoc_insertion_point(field_list:caffe.PermuteParameter.order) - return order_; -} -inline ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >* -PermuteParameter::mutable_order() { - // @@protoc_insertion_point(field_mutable_list:caffe.PermuteParameter.order) - return &order_; -} - -inline const PermuteParameter* PermuteParameter::internal_default_instance() { - return &PermuteParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// NormalizeBBoxParameter - -// optional bool across_spatial = 1 [default = true]; -inline bool NormalizeBBoxParameter::has_across_spatial() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void NormalizeBBoxParameter::set_has_across_spatial() { - _has_bits_[0] |= 0x00000001u; -} -inline void NormalizeBBoxParameter::clear_has_across_spatial() { - _has_bits_[0] &= ~0x00000001u; -} -inline void NormalizeBBoxParameter::clear_across_spatial() { - across_spatial_ = true; - clear_has_across_spatial(); -} -inline bool NormalizeBBoxParameter::across_spatial() const { - // @@protoc_insertion_point(field_get:caffe.NormalizeBBoxParameter.across_spatial) - return across_spatial_; -} -inline void NormalizeBBoxParameter::set_across_spatial(bool value) { - set_has_across_spatial(); - across_spatial_ = value; - // @@protoc_insertion_point(field_set:caffe.NormalizeBBoxParameter.across_spatial) -} - -// optional .caffe.FillerParameter scale_filler = 2; -inline bool NormalizeBBoxParameter::has_scale_filler() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void NormalizeBBoxParameter::set_has_scale_filler() { - _has_bits_[0] |= 0x00000002u; -} -inline void NormalizeBBoxParameter::clear_has_scale_filler() { - _has_bits_[0] &= ~0x00000002u; -} -inline void NormalizeBBoxParameter::clear_scale_filler() { - if (scale_filler_ != NULL) scale_filler_->::caffe::FillerParameter::Clear(); - clear_has_scale_filler(); -} -inline const ::caffe::FillerParameter& NormalizeBBoxParameter::scale_filler() const { - // @@protoc_insertion_point(field_get:caffe.NormalizeBBoxParameter.scale_filler) - return scale_filler_ != NULL ? *scale_filler_ - : *::caffe::FillerParameter::internal_default_instance(); -} -inline ::caffe::FillerParameter* NormalizeBBoxParameter::mutable_scale_filler() { - set_has_scale_filler(); - if (scale_filler_ == NULL) { - scale_filler_ = new ::caffe::FillerParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.NormalizeBBoxParameter.scale_filler) - return scale_filler_; -} -inline ::caffe::FillerParameter* NormalizeBBoxParameter::release_scale_filler() { - // @@protoc_insertion_point(field_release:caffe.NormalizeBBoxParameter.scale_filler) - clear_has_scale_filler(); - ::caffe::FillerParameter* temp = scale_filler_; - scale_filler_ = NULL; - return temp; -} -inline void NormalizeBBoxParameter::set_allocated_scale_filler(::caffe::FillerParameter* scale_filler) { - delete scale_filler_; - scale_filler_ = scale_filler; - if (scale_filler) { - set_has_scale_filler(); - } else { - clear_has_scale_filler(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.NormalizeBBoxParameter.scale_filler) -} - -// optional bool channel_shared = 3 [default = true]; -inline bool NormalizeBBoxParameter::has_channel_shared() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -inline void NormalizeBBoxParameter::set_has_channel_shared() { - _has_bits_[0] |= 0x00000004u; -} -inline void NormalizeBBoxParameter::clear_has_channel_shared() { - _has_bits_[0] &= ~0x00000004u; -} -inline void NormalizeBBoxParameter::clear_channel_shared() { - channel_shared_ = true; - clear_has_channel_shared(); -} -inline bool NormalizeBBoxParameter::channel_shared() const { - // @@protoc_insertion_point(field_get:caffe.NormalizeBBoxParameter.channel_shared) - return channel_shared_; -} -inline void NormalizeBBoxParameter::set_channel_shared(bool value) { - set_has_channel_shared(); - channel_shared_ = value; - // @@protoc_insertion_point(field_set:caffe.NormalizeBBoxParameter.channel_shared) -} - -// optional float eps = 4 [default = 1e-10]; -inline bool NormalizeBBoxParameter::has_eps() const { - return (_has_bits_[0] & 0x00000008u) != 0; -} -inline void NormalizeBBoxParameter::set_has_eps() { - _has_bits_[0] |= 0x00000008u; -} -inline void NormalizeBBoxParameter::clear_has_eps() { - _has_bits_[0] &= ~0x00000008u; -} -inline void NormalizeBBoxParameter::clear_eps() { - eps_ = 1e-10f; - clear_has_eps(); -} -inline float NormalizeBBoxParameter::eps() const { - // @@protoc_insertion_point(field_get:caffe.NormalizeBBoxParameter.eps) - return eps_; -} -inline void NormalizeBBoxParameter::set_eps(float value) { - set_has_eps(); - eps_ = value; - // @@protoc_insertion_point(field_set:caffe.NormalizeBBoxParameter.eps) -} - -inline const NormalizeBBoxParameter* NormalizeBBoxParameter::internal_default_instance() { - return &NormalizeBBoxParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// PriorBoxParameter - -// optional float min_size = 1; -inline bool PriorBoxParameter::has_min_size() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void PriorBoxParameter::set_has_min_size() { - _has_bits_[0] |= 0x00000001u; -} -inline void PriorBoxParameter::clear_has_min_size() { - _has_bits_[0] &= ~0x00000001u; -} -inline void PriorBoxParameter::clear_min_size() { - min_size_ = 0; - clear_has_min_size(); -} -inline float PriorBoxParameter::min_size() const { - // @@protoc_insertion_point(field_get:caffe.PriorBoxParameter.min_size) - return min_size_; -} -inline void PriorBoxParameter::set_min_size(float value) { - set_has_min_size(); - min_size_ = value; - // @@protoc_insertion_point(field_set:caffe.PriorBoxParameter.min_size) -} - -// optional float max_size = 2; -inline bool PriorBoxParameter::has_max_size() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void PriorBoxParameter::set_has_max_size() { - _has_bits_[0] |= 0x00000002u; -} -inline void PriorBoxParameter::clear_has_max_size() { - _has_bits_[0] &= ~0x00000002u; -} -inline void PriorBoxParameter::clear_max_size() { - max_size_ = 0; - clear_has_max_size(); -} -inline float PriorBoxParameter::max_size() const { - // @@protoc_insertion_point(field_get:caffe.PriorBoxParameter.max_size) - return max_size_; -} -inline void PriorBoxParameter::set_max_size(float value) { - set_has_max_size(); - max_size_ = value; - // @@protoc_insertion_point(field_set:caffe.PriorBoxParameter.max_size) -} - -// repeated float aspect_ratio = 3; -inline int PriorBoxParameter::aspect_ratio_size() const { - return aspect_ratio_.size(); -} -inline void PriorBoxParameter::clear_aspect_ratio() { - aspect_ratio_.Clear(); -} -inline float PriorBoxParameter::aspect_ratio(int index) const { - // @@protoc_insertion_point(field_get:caffe.PriorBoxParameter.aspect_ratio) - return aspect_ratio_.Get(index); -} -inline void PriorBoxParameter::set_aspect_ratio(int index, float value) { - aspect_ratio_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.PriorBoxParameter.aspect_ratio) -} -inline void PriorBoxParameter::add_aspect_ratio(float value) { - aspect_ratio_.Add(value); - // @@protoc_insertion_point(field_add:caffe.PriorBoxParameter.aspect_ratio) -} -inline const ::google::protobuf::RepeatedField< float >& -PriorBoxParameter::aspect_ratio() const { - // @@protoc_insertion_point(field_list:caffe.PriorBoxParameter.aspect_ratio) - return aspect_ratio_; -} -inline ::google::protobuf::RepeatedField< float >* -PriorBoxParameter::mutable_aspect_ratio() { - // @@protoc_insertion_point(field_mutable_list:caffe.PriorBoxParameter.aspect_ratio) - return &aspect_ratio_; -} - -// optional bool flip = 4 [default = true]; -inline bool PriorBoxParameter::has_flip() const { - return (_has_bits_[0] & 0x00000008u) != 0; -} -inline void PriorBoxParameter::set_has_flip() { - _has_bits_[0] |= 0x00000008u; -} -inline void PriorBoxParameter::clear_has_flip() { - _has_bits_[0] &= ~0x00000008u; -} -inline void PriorBoxParameter::clear_flip() { - flip_ = true; - clear_has_flip(); -} -inline bool PriorBoxParameter::flip() const { - // @@protoc_insertion_point(field_get:caffe.PriorBoxParameter.flip) - return flip_; -} -inline void PriorBoxParameter::set_flip(bool value) { - set_has_flip(); - flip_ = value; - // @@protoc_insertion_point(field_set:caffe.PriorBoxParameter.flip) -} - -// optional bool clip = 5 [default = true]; -inline bool PriorBoxParameter::has_clip() const { - return (_has_bits_[0] & 0x00000010u) != 0; -} -inline void PriorBoxParameter::set_has_clip() { - _has_bits_[0] |= 0x00000010u; -} -inline void PriorBoxParameter::clear_has_clip() { - _has_bits_[0] &= ~0x00000010u; -} -inline void PriorBoxParameter::clear_clip() { - clip_ = true; - clear_has_clip(); -} -inline bool PriorBoxParameter::clip() const { - // @@protoc_insertion_point(field_get:caffe.PriorBoxParameter.clip) - return clip_; -} -inline void PriorBoxParameter::set_clip(bool value) { - set_has_clip(); - clip_ = value; - // @@protoc_insertion_point(field_set:caffe.PriorBoxParameter.clip) -} - -// repeated float variance = 6; -inline int PriorBoxParameter::variance_size() const { - return variance_.size(); -} -inline void PriorBoxParameter::clear_variance() { - variance_.Clear(); -} -inline float PriorBoxParameter::variance(int index) const { - // @@protoc_insertion_point(field_get:caffe.PriorBoxParameter.variance) - return variance_.Get(index); -} -inline void PriorBoxParameter::set_variance(int index, float value) { - variance_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.PriorBoxParameter.variance) -} -inline void PriorBoxParameter::add_variance(float value) { - variance_.Add(value); - // @@protoc_insertion_point(field_add:caffe.PriorBoxParameter.variance) -} -inline const ::google::protobuf::RepeatedField< float >& -PriorBoxParameter::variance() const { - // @@protoc_insertion_point(field_list:caffe.PriorBoxParameter.variance) - return variance_; -} -inline ::google::protobuf::RepeatedField< float >* -PriorBoxParameter::mutable_variance() { - // @@protoc_insertion_point(field_mutable_list:caffe.PriorBoxParameter.variance) - return &variance_; -} - -// optional uint32 img_size = 7; -inline bool PriorBoxParameter::has_img_size() const { - return (_has_bits_[0] & 0x00000040u) != 0; -} -inline void PriorBoxParameter::set_has_img_size() { - _has_bits_[0] |= 0x00000040u; -} -inline void PriorBoxParameter::clear_has_img_size() { - _has_bits_[0] &= ~0x00000040u; -} -inline void PriorBoxParameter::clear_img_size() { - img_size_ = 0u; - clear_has_img_size(); -} -inline ::google::protobuf::uint32 PriorBoxParameter::img_size() const { - // @@protoc_insertion_point(field_get:caffe.PriorBoxParameter.img_size) - return img_size_; -} -inline void PriorBoxParameter::set_img_size(::google::protobuf::uint32 value) { - set_has_img_size(); - img_size_ = value; - // @@protoc_insertion_point(field_set:caffe.PriorBoxParameter.img_size) -} - -// optional uint32 img_h = 8; -inline bool PriorBoxParameter::has_img_h() const { - return (_has_bits_[0] & 0x00000080u) != 0; -} -inline void PriorBoxParameter::set_has_img_h() { - _has_bits_[0] |= 0x00000080u; -} -inline void PriorBoxParameter::clear_has_img_h() { - _has_bits_[0] &= ~0x00000080u; -} -inline void PriorBoxParameter::clear_img_h() { - img_h_ = 0u; - clear_has_img_h(); -} -inline ::google::protobuf::uint32 PriorBoxParameter::img_h() const { - // @@protoc_insertion_point(field_get:caffe.PriorBoxParameter.img_h) - return img_h_; -} -inline void PriorBoxParameter::set_img_h(::google::protobuf::uint32 value) { - set_has_img_h(); - img_h_ = value; - // @@protoc_insertion_point(field_set:caffe.PriorBoxParameter.img_h) -} - -// optional uint32 img_w = 9; -inline bool PriorBoxParameter::has_img_w() const { - return (_has_bits_[0] & 0x00000100u) != 0; -} -inline void PriorBoxParameter::set_has_img_w() { - _has_bits_[0] |= 0x00000100u; -} -inline void PriorBoxParameter::clear_has_img_w() { - _has_bits_[0] &= ~0x00000100u; -} -inline void PriorBoxParameter::clear_img_w() { - img_w_ = 0u; - clear_has_img_w(); -} -inline ::google::protobuf::uint32 PriorBoxParameter::img_w() const { - // @@protoc_insertion_point(field_get:caffe.PriorBoxParameter.img_w) - return img_w_; -} -inline void PriorBoxParameter::set_img_w(::google::protobuf::uint32 value) { - set_has_img_w(); - img_w_ = value; - // @@protoc_insertion_point(field_set:caffe.PriorBoxParameter.img_w) -} - -// optional float step = 10; -inline bool PriorBoxParameter::has_step() const { - return (_has_bits_[0] & 0x00000200u) != 0; -} -inline void PriorBoxParameter::set_has_step() { - _has_bits_[0] |= 0x00000200u; -} -inline void PriorBoxParameter::clear_has_step() { - _has_bits_[0] &= ~0x00000200u; -} -inline void PriorBoxParameter::clear_step() { - step_ = 0; - clear_has_step(); -} -inline float PriorBoxParameter::step() const { - // @@protoc_insertion_point(field_get:caffe.PriorBoxParameter.step) - return step_; -} -inline void PriorBoxParameter::set_step(float value) { - set_has_step(); - step_ = value; - // @@protoc_insertion_point(field_set:caffe.PriorBoxParameter.step) -} - -// optional float step_h = 11; -inline bool PriorBoxParameter::has_step_h() const { - return (_has_bits_[0] & 0x00000400u) != 0; -} -inline void PriorBoxParameter::set_has_step_h() { - _has_bits_[0] |= 0x00000400u; -} -inline void PriorBoxParameter::clear_has_step_h() { - _has_bits_[0] &= ~0x00000400u; -} -inline void PriorBoxParameter::clear_step_h() { - step_h_ = 0; - clear_has_step_h(); -} -inline float PriorBoxParameter::step_h() const { - // @@protoc_insertion_point(field_get:caffe.PriorBoxParameter.step_h) - return step_h_; -} -inline void PriorBoxParameter::set_step_h(float value) { - set_has_step_h(); - step_h_ = value; - // @@protoc_insertion_point(field_set:caffe.PriorBoxParameter.step_h) -} - -// optional float step_w = 12; -inline bool PriorBoxParameter::has_step_w() const { - return (_has_bits_[0] & 0x00000800u) != 0; -} -inline void PriorBoxParameter::set_has_step_w() { - _has_bits_[0] |= 0x00000800u; -} -inline void PriorBoxParameter::clear_has_step_w() { - _has_bits_[0] &= ~0x00000800u; -} -inline void PriorBoxParameter::clear_step_w() { - step_w_ = 0; - clear_has_step_w(); -} -inline float PriorBoxParameter::step_w() const { - // @@protoc_insertion_point(field_get:caffe.PriorBoxParameter.step_w) - return step_w_; -} -inline void PriorBoxParameter::set_step_w(float value) { - set_has_step_w(); - step_w_ = value; - // @@protoc_insertion_point(field_set:caffe.PriorBoxParameter.step_w) -} - -// optional float offset = 13 [default = 0.5]; -inline bool PriorBoxParameter::has_offset() const { - return (_has_bits_[0] & 0x00001000u) != 0; -} -inline void PriorBoxParameter::set_has_offset() { - _has_bits_[0] |= 0x00001000u; -} -inline void PriorBoxParameter::clear_has_offset() { - _has_bits_[0] &= ~0x00001000u; -} -inline void PriorBoxParameter::clear_offset() { - offset_ = 0.5f; - clear_has_offset(); -} -inline float PriorBoxParameter::offset() const { - // @@protoc_insertion_point(field_get:caffe.PriorBoxParameter.offset) - return offset_; -} -inline void PriorBoxParameter::set_offset(float value) { - set_has_offset(); - offset_ = value; - // @@protoc_insertion_point(field_set:caffe.PriorBoxParameter.offset) -} - -inline const PriorBoxParameter* PriorBoxParameter::internal_default_instance() { - return &PriorBoxParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// DetectionOutputParameter - -// optional uint32 num_classes = 1; -inline bool DetectionOutputParameter::has_num_classes() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void DetectionOutputParameter::set_has_num_classes() { - _has_bits_[0] |= 0x00000001u; -} -inline void DetectionOutputParameter::clear_has_num_classes() { - _has_bits_[0] &= ~0x00000001u; -} -inline void DetectionOutputParameter::clear_num_classes() { - num_classes_ = 0u; - clear_has_num_classes(); -} -inline ::google::protobuf::uint32 DetectionOutputParameter::num_classes() const { - // @@protoc_insertion_point(field_get:caffe.DetectionOutputParameter.num_classes) - return num_classes_; -} -inline void DetectionOutputParameter::set_num_classes(::google::protobuf::uint32 value) { - set_has_num_classes(); - num_classes_ = value; - // @@protoc_insertion_point(field_set:caffe.DetectionOutputParameter.num_classes) -} - -// optional bool share_location = 2 [default = true]; -inline bool DetectionOutputParameter::has_share_location() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void DetectionOutputParameter::set_has_share_location() { - _has_bits_[0] |= 0x00000002u; -} -inline void DetectionOutputParameter::clear_has_share_location() { - _has_bits_[0] &= ~0x00000002u; -} -inline void DetectionOutputParameter::clear_share_location() { - share_location_ = true; - clear_has_share_location(); -} -inline bool DetectionOutputParameter::share_location() const { - // @@protoc_insertion_point(field_get:caffe.DetectionOutputParameter.share_location) - return share_location_; -} -inline void DetectionOutputParameter::set_share_location(bool value) { - set_has_share_location(); - share_location_ = value; - // @@protoc_insertion_point(field_set:caffe.DetectionOutputParameter.share_location) -} - -// optional int32 background_label_id = 3 [default = 0]; -inline bool DetectionOutputParameter::has_background_label_id() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -inline void DetectionOutputParameter::set_has_background_label_id() { - _has_bits_[0] |= 0x00000004u; -} -inline void DetectionOutputParameter::clear_has_background_label_id() { - _has_bits_[0] &= ~0x00000004u; -} -inline void DetectionOutputParameter::clear_background_label_id() { - background_label_id_ = 0; - clear_has_background_label_id(); -} -inline ::google::protobuf::int32 DetectionOutputParameter::background_label_id() const { - // @@protoc_insertion_point(field_get:caffe.DetectionOutputParameter.background_label_id) - return background_label_id_; -} -inline void DetectionOutputParameter::set_background_label_id(::google::protobuf::int32 value) { - set_has_background_label_id(); - background_label_id_ = value; - // @@protoc_insertion_point(field_set:caffe.DetectionOutputParameter.background_label_id) -} - -// optional .caffe.NonMaximumSuppressionParameter nms_param = 4; -inline bool DetectionOutputParameter::has_nms_param() const { - return (_has_bits_[0] & 0x00000008u) != 0; -} -inline void DetectionOutputParameter::set_has_nms_param() { - _has_bits_[0] |= 0x00000008u; -} -inline void DetectionOutputParameter::clear_has_nms_param() { - _has_bits_[0] &= ~0x00000008u; -} -inline void DetectionOutputParameter::clear_nms_param() { - if (nms_param_ != NULL) nms_param_->::caffe::NonMaximumSuppressionParameter::Clear(); - clear_has_nms_param(); -} -inline const ::caffe::NonMaximumSuppressionParameter& DetectionOutputParameter::nms_param() const { - // @@protoc_insertion_point(field_get:caffe.DetectionOutputParameter.nms_param) - return nms_param_ != NULL ? *nms_param_ - : *::caffe::NonMaximumSuppressionParameter::internal_default_instance(); -} -inline ::caffe::NonMaximumSuppressionParameter* DetectionOutputParameter::mutable_nms_param() { - set_has_nms_param(); - if (nms_param_ == NULL) { - nms_param_ = new ::caffe::NonMaximumSuppressionParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.DetectionOutputParameter.nms_param) - return nms_param_; -} -inline ::caffe::NonMaximumSuppressionParameter* DetectionOutputParameter::release_nms_param() { - // @@protoc_insertion_point(field_release:caffe.DetectionOutputParameter.nms_param) - clear_has_nms_param(); - ::caffe::NonMaximumSuppressionParameter* temp = nms_param_; - nms_param_ = NULL; - return temp; -} -inline void DetectionOutputParameter::set_allocated_nms_param(::caffe::NonMaximumSuppressionParameter* nms_param) { - delete nms_param_; - nms_param_ = nms_param; - if (nms_param) { - set_has_nms_param(); - } else { - clear_has_nms_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.DetectionOutputParameter.nms_param) -} - -// optional .caffe.SaveOutputParameter save_output_param = 5; -inline bool DetectionOutputParameter::has_save_output_param() const { - return (_has_bits_[0] & 0x00000010u) != 0; -} -inline void DetectionOutputParameter::set_has_save_output_param() { - _has_bits_[0] |= 0x00000010u; -} -inline void DetectionOutputParameter::clear_has_save_output_param() { - _has_bits_[0] &= ~0x00000010u; -} -inline void DetectionOutputParameter::clear_save_output_param() { - if (save_output_param_ != NULL) save_output_param_->::caffe::SaveOutputParameter::Clear(); - clear_has_save_output_param(); -} -inline const ::caffe::SaveOutputParameter& DetectionOutputParameter::save_output_param() const { - // @@protoc_insertion_point(field_get:caffe.DetectionOutputParameter.save_output_param) - return save_output_param_ != NULL ? *save_output_param_ - : *::caffe::SaveOutputParameter::internal_default_instance(); -} -inline ::caffe::SaveOutputParameter* DetectionOutputParameter::mutable_save_output_param() { - set_has_save_output_param(); - if (save_output_param_ == NULL) { - save_output_param_ = new ::caffe::SaveOutputParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.DetectionOutputParameter.save_output_param) - return save_output_param_; -} -inline ::caffe::SaveOutputParameter* DetectionOutputParameter::release_save_output_param() { - // @@protoc_insertion_point(field_release:caffe.DetectionOutputParameter.save_output_param) - clear_has_save_output_param(); - ::caffe::SaveOutputParameter* temp = save_output_param_; - save_output_param_ = NULL; - return temp; -} -inline void DetectionOutputParameter::set_allocated_save_output_param(::caffe::SaveOutputParameter* save_output_param) { - delete save_output_param_; - save_output_param_ = save_output_param; - if (save_output_param) { - set_has_save_output_param(); - } else { - clear_has_save_output_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.DetectionOutputParameter.save_output_param) -} - -// optional .caffe.PriorBoxParameter.CodeType code_type = 6 [default = CORNER]; -inline bool DetectionOutputParameter::has_code_type() const { - return (_has_bits_[0] & 0x00000020u) != 0; -} -inline void DetectionOutputParameter::set_has_code_type() { - _has_bits_[0] |= 0x00000020u; -} -inline void DetectionOutputParameter::clear_has_code_type() { - _has_bits_[0] &= ~0x00000020u; -} -inline void DetectionOutputParameter::clear_code_type() { - code_type_ = 1; - clear_has_code_type(); -} -inline ::caffe::PriorBoxParameter_CodeType DetectionOutputParameter::code_type() const { - // @@protoc_insertion_point(field_get:caffe.DetectionOutputParameter.code_type) - return static_cast< ::caffe::PriorBoxParameter_CodeType >(code_type_); -} -inline void DetectionOutputParameter::set_code_type(::caffe::PriorBoxParameter_CodeType value) { - assert(::caffe::PriorBoxParameter_CodeType_IsValid(value)); - set_has_code_type(); - code_type_ = value; - // @@protoc_insertion_point(field_set:caffe.DetectionOutputParameter.code_type) -} - -// optional bool variance_encoded_in_target = 8 [default = false]; -inline bool DetectionOutputParameter::has_variance_encoded_in_target() const { - return (_has_bits_[0] & 0x00000040u) != 0; -} -inline void DetectionOutputParameter::set_has_variance_encoded_in_target() { - _has_bits_[0] |= 0x00000040u; -} -inline void DetectionOutputParameter::clear_has_variance_encoded_in_target() { - _has_bits_[0] &= ~0x00000040u; -} -inline void DetectionOutputParameter::clear_variance_encoded_in_target() { - variance_encoded_in_target_ = false; - clear_has_variance_encoded_in_target(); -} -inline bool DetectionOutputParameter::variance_encoded_in_target() const { - // @@protoc_insertion_point(field_get:caffe.DetectionOutputParameter.variance_encoded_in_target) - return variance_encoded_in_target_; -} -inline void DetectionOutputParameter::set_variance_encoded_in_target(bool value) { - set_has_variance_encoded_in_target(); - variance_encoded_in_target_ = value; - // @@protoc_insertion_point(field_set:caffe.DetectionOutputParameter.variance_encoded_in_target) -} - -// optional int32 keep_top_k = 7 [default = -1]; -inline bool DetectionOutputParameter::has_keep_top_k() const { - return (_has_bits_[0] & 0x00000080u) != 0; -} -inline void DetectionOutputParameter::set_has_keep_top_k() { - _has_bits_[0] |= 0x00000080u; -} -inline void DetectionOutputParameter::clear_has_keep_top_k() { - _has_bits_[0] &= ~0x00000080u; -} -inline void DetectionOutputParameter::clear_keep_top_k() { - keep_top_k_ = -1; - clear_has_keep_top_k(); -} -inline ::google::protobuf::int32 DetectionOutputParameter::keep_top_k() const { - // @@protoc_insertion_point(field_get:caffe.DetectionOutputParameter.keep_top_k) - return keep_top_k_; -} -inline void DetectionOutputParameter::set_keep_top_k(::google::protobuf::int32 value) { - set_has_keep_top_k(); - keep_top_k_ = value; - // @@protoc_insertion_point(field_set:caffe.DetectionOutputParameter.keep_top_k) -} - -// optional float confidence_threshold = 9; -inline bool DetectionOutputParameter::has_confidence_threshold() const { - return (_has_bits_[0] & 0x00000100u) != 0; -} -inline void DetectionOutputParameter::set_has_confidence_threshold() { - _has_bits_[0] |= 0x00000100u; -} -inline void DetectionOutputParameter::clear_has_confidence_threshold() { - _has_bits_[0] &= ~0x00000100u; -} -inline void DetectionOutputParameter::clear_confidence_threshold() { - confidence_threshold_ = 0; - clear_has_confidence_threshold(); -} -inline float DetectionOutputParameter::confidence_threshold() const { - // @@protoc_insertion_point(field_get:caffe.DetectionOutputParameter.confidence_threshold) - return confidence_threshold_; -} -inline void DetectionOutputParameter::set_confidence_threshold(float value) { - set_has_confidence_threshold(); - confidence_threshold_ = value; - // @@protoc_insertion_point(field_set:caffe.DetectionOutputParameter.confidence_threshold) -} - -inline const DetectionOutputParameter* DetectionOutputParameter::internal_default_instance() { - return &DetectionOutputParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// Datum - -// optional int32 channels = 1; -inline bool Datum::has_channels() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void Datum::set_has_channels() { - _has_bits_[0] |= 0x00000001u; -} -inline void Datum::clear_has_channels() { - _has_bits_[0] &= ~0x00000001u; -} -inline void Datum::clear_channels() { - channels_ = 0; - clear_has_channels(); -} -inline ::google::protobuf::int32 Datum::channels() const { - // @@protoc_insertion_point(field_get:caffe.Datum.channels) - return channels_; -} -inline void Datum::set_channels(::google::protobuf::int32 value) { - set_has_channels(); - channels_ = value; - // @@protoc_insertion_point(field_set:caffe.Datum.channels) -} - -// optional int32 height = 2; -inline bool Datum::has_height() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void Datum::set_has_height() { - _has_bits_[0] |= 0x00000002u; -} -inline void Datum::clear_has_height() { - _has_bits_[0] &= ~0x00000002u; -} -inline void Datum::clear_height() { - height_ = 0; - clear_has_height(); -} -inline ::google::protobuf::int32 Datum::height() const { - // @@protoc_insertion_point(field_get:caffe.Datum.height) - return height_; -} -inline void Datum::set_height(::google::protobuf::int32 value) { - set_has_height(); - height_ = value; - // @@protoc_insertion_point(field_set:caffe.Datum.height) -} - -// optional int32 width = 3; -inline bool Datum::has_width() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -inline void Datum::set_has_width() { - _has_bits_[0] |= 0x00000004u; -} -inline void Datum::clear_has_width() { - _has_bits_[0] &= ~0x00000004u; -} -inline void Datum::clear_width() { - width_ = 0; - clear_has_width(); -} -inline ::google::protobuf::int32 Datum::width() const { - // @@protoc_insertion_point(field_get:caffe.Datum.width) - return width_; -} -inline void Datum::set_width(::google::protobuf::int32 value) { - set_has_width(); - width_ = value; - // @@protoc_insertion_point(field_set:caffe.Datum.width) -} - -// optional bytes data = 4; -inline bool Datum::has_data() const { - return (_has_bits_[0] & 0x00000008u) != 0; -} -inline void Datum::set_has_data() { - _has_bits_[0] |= 0x00000008u; -} -inline void Datum::clear_has_data() { - _has_bits_[0] &= ~0x00000008u; -} -inline void Datum::clear_data() { - data_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_data(); -} -inline const ::std::string& Datum::data() const { - // @@protoc_insertion_point(field_get:caffe.Datum.data) - return data_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void Datum::set_data(const ::std::string& value) { - set_has_data(); - data_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.Datum.data) -} -inline void Datum::set_data(const char* value) { - set_has_data(); - data_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.Datum.data) -} -inline void Datum::set_data(const void* value, size_t size) { - set_has_data(); - data_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.Datum.data) -} -inline ::std::string* Datum::mutable_data() { - set_has_data(); - // @@protoc_insertion_point(field_mutable:caffe.Datum.data) - return data_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline ::std::string* Datum::release_data() { - // @@protoc_insertion_point(field_release:caffe.Datum.data) - clear_has_data(); - return data_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void Datum::set_allocated_data(::std::string* data) { - if (data != NULL) { - set_has_data(); - } else { - clear_has_data(); - } - data_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), data); - // @@protoc_insertion_point(field_set_allocated:caffe.Datum.data) -} - -// optional int32 label = 5; -inline bool Datum::has_label() const { - return (_has_bits_[0] & 0x00000010u) != 0; -} -inline void Datum::set_has_label() { - _has_bits_[0] |= 0x00000010u; -} -inline void Datum::clear_has_label() { - _has_bits_[0] &= ~0x00000010u; -} -inline void Datum::clear_label() { - label_ = 0; - clear_has_label(); -} -inline ::google::protobuf::int32 Datum::label() const { - // @@protoc_insertion_point(field_get:caffe.Datum.label) - return label_; -} -inline void Datum::set_label(::google::protobuf::int32 value) { - set_has_label(); - label_ = value; - // @@protoc_insertion_point(field_set:caffe.Datum.label) -} - -// repeated float float_data = 6; -inline int Datum::float_data_size() const { - return float_data_.size(); -} -inline void Datum::clear_float_data() { - float_data_.Clear(); -} -inline float Datum::float_data(int index) const { - // @@protoc_insertion_point(field_get:caffe.Datum.float_data) - return float_data_.Get(index); -} -inline void Datum::set_float_data(int index, float value) { - float_data_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.Datum.float_data) -} -inline void Datum::add_float_data(float value) { - float_data_.Add(value); - // @@protoc_insertion_point(field_add:caffe.Datum.float_data) -} -inline const ::google::protobuf::RepeatedField< float >& -Datum::float_data() const { - // @@protoc_insertion_point(field_list:caffe.Datum.float_data) - return float_data_; -} -inline ::google::protobuf::RepeatedField< float >* -Datum::mutable_float_data() { - // @@protoc_insertion_point(field_mutable_list:caffe.Datum.float_data) - return &float_data_; -} - -// optional bool encoded = 7 [default = false]; -inline bool Datum::has_encoded() const { - return (_has_bits_[0] & 0x00000040u) != 0; -} -inline void Datum::set_has_encoded() { - _has_bits_[0] |= 0x00000040u; -} -inline void Datum::clear_has_encoded() { - _has_bits_[0] &= ~0x00000040u; -} -inline void Datum::clear_encoded() { - encoded_ = false; - clear_has_encoded(); -} -inline bool Datum::encoded() const { - // @@protoc_insertion_point(field_get:caffe.Datum.encoded) - return encoded_; -} -inline void Datum::set_encoded(bool value) { - set_has_encoded(); - encoded_ = value; - // @@protoc_insertion_point(field_set:caffe.Datum.encoded) -} - -inline const Datum* Datum::internal_default_instance() { - return &Datum_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// FillerParameter - -// optional string type = 1 [default = "constant"]; -inline bool FillerParameter::has_type() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void FillerParameter::set_has_type() { - _has_bits_[0] |= 0x00000001u; -} -inline void FillerParameter::clear_has_type() { - _has_bits_[0] &= ~0x00000001u; -} -inline void FillerParameter::clear_type() { - type_.ClearToDefaultNoArena(_default_type_); - clear_has_type(); -} -inline const ::std::string& FillerParameter::type() const { - // @@protoc_insertion_point(field_get:caffe.FillerParameter.type) - return type_.GetNoArena(_default_type_); -} -inline void FillerParameter::set_type(const ::std::string& value) { - set_has_type(); - type_.SetNoArena(_default_type_, value); - // @@protoc_insertion_point(field_set:caffe.FillerParameter.type) -} -inline void FillerParameter::set_type(const char* value) { - set_has_type(); - type_.SetNoArena(_default_type_, ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.FillerParameter.type) -} -inline void FillerParameter::set_type(const char* value, size_t size) { - set_has_type(); - type_.SetNoArena(_default_type_, - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.FillerParameter.type) -} -inline ::std::string* FillerParameter::mutable_type() { - set_has_type(); - // @@protoc_insertion_point(field_mutable:caffe.FillerParameter.type) - return type_.MutableNoArena(_default_type_); -} -inline ::std::string* FillerParameter::release_type() { - // @@protoc_insertion_point(field_release:caffe.FillerParameter.type) - clear_has_type(); - return type_.ReleaseNoArena(_default_type_); -} -inline void FillerParameter::set_allocated_type(::std::string* type) { - if (type != NULL) { - set_has_type(); - } else { - clear_has_type(); - } - type_.SetAllocatedNoArena(_default_type_, type); - // @@protoc_insertion_point(field_set_allocated:caffe.FillerParameter.type) -} - -// optional float value = 2 [default = 0]; -inline bool FillerParameter::has_value() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void FillerParameter::set_has_value() { - _has_bits_[0] |= 0x00000002u; -} -inline void FillerParameter::clear_has_value() { - _has_bits_[0] &= ~0x00000002u; -} -inline void FillerParameter::clear_value() { - value_ = 0; - clear_has_value(); -} -inline float FillerParameter::value() const { - // @@protoc_insertion_point(field_get:caffe.FillerParameter.value) - return value_; -} -inline void FillerParameter::set_value(float value) { - set_has_value(); - value_ = value; - // @@protoc_insertion_point(field_set:caffe.FillerParameter.value) -} - -// optional float min = 3 [default = 0]; -inline bool FillerParameter::has_min() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -inline void FillerParameter::set_has_min() { - _has_bits_[0] |= 0x00000004u; -} -inline void FillerParameter::clear_has_min() { - _has_bits_[0] &= ~0x00000004u; -} -inline void FillerParameter::clear_min() { - min_ = 0; - clear_has_min(); -} -inline float FillerParameter::min() const { - // @@protoc_insertion_point(field_get:caffe.FillerParameter.min) - return min_; -} -inline void FillerParameter::set_min(float value) { - set_has_min(); - min_ = value; - // @@protoc_insertion_point(field_set:caffe.FillerParameter.min) -} - -// optional float max = 4 [default = 1]; -inline bool FillerParameter::has_max() const { - return (_has_bits_[0] & 0x00000008u) != 0; -} -inline void FillerParameter::set_has_max() { - _has_bits_[0] |= 0x00000008u; -} -inline void FillerParameter::clear_has_max() { - _has_bits_[0] &= ~0x00000008u; -} -inline void FillerParameter::clear_max() { - max_ = 1; - clear_has_max(); -} -inline float FillerParameter::max() const { - // @@protoc_insertion_point(field_get:caffe.FillerParameter.max) - return max_; -} -inline void FillerParameter::set_max(float value) { - set_has_max(); - max_ = value; - // @@protoc_insertion_point(field_set:caffe.FillerParameter.max) -} - -// optional float mean = 5 [default = 0]; -inline bool FillerParameter::has_mean() const { - return (_has_bits_[0] & 0x00000010u) != 0; -} -inline void FillerParameter::set_has_mean() { - _has_bits_[0] |= 0x00000010u; -} -inline void FillerParameter::clear_has_mean() { - _has_bits_[0] &= ~0x00000010u; -} -inline void FillerParameter::clear_mean() { - mean_ = 0; - clear_has_mean(); -} -inline float FillerParameter::mean() const { - // @@protoc_insertion_point(field_get:caffe.FillerParameter.mean) - return mean_; -} -inline void FillerParameter::set_mean(float value) { - set_has_mean(); - mean_ = value; - // @@protoc_insertion_point(field_set:caffe.FillerParameter.mean) -} - -// optional float std = 6 [default = 1]; -inline bool FillerParameter::has_std() const { - return (_has_bits_[0] & 0x00000020u) != 0; -} -inline void FillerParameter::set_has_std() { - _has_bits_[0] |= 0x00000020u; -} -inline void FillerParameter::clear_has_std() { - _has_bits_[0] &= ~0x00000020u; -} -inline void FillerParameter::clear_std() { - std_ = 1; - clear_has_std(); -} -inline float FillerParameter::std() const { - // @@protoc_insertion_point(field_get:caffe.FillerParameter.std) - return std_; -} -inline void FillerParameter::set_std(float value) { - set_has_std(); - std_ = value; - // @@protoc_insertion_point(field_set:caffe.FillerParameter.std) -} - -// optional int32 sparse = 7 [default = -1]; -inline bool FillerParameter::has_sparse() const { - return (_has_bits_[0] & 0x00000040u) != 0; -} -inline void FillerParameter::set_has_sparse() { - _has_bits_[0] |= 0x00000040u; -} -inline void FillerParameter::clear_has_sparse() { - _has_bits_[0] &= ~0x00000040u; -} -inline void FillerParameter::clear_sparse() { - sparse_ = -1; - clear_has_sparse(); -} -inline ::google::protobuf::int32 FillerParameter::sparse() const { - // @@protoc_insertion_point(field_get:caffe.FillerParameter.sparse) - return sparse_; -} -inline void FillerParameter::set_sparse(::google::protobuf::int32 value) { - set_has_sparse(); - sparse_ = value; - // @@protoc_insertion_point(field_set:caffe.FillerParameter.sparse) -} - -// optional .caffe.FillerParameter.VarianceNorm variance_norm = 8 [default = FAN_IN]; -inline bool FillerParameter::has_variance_norm() const { - return (_has_bits_[0] & 0x00000080u) != 0; -} -inline void FillerParameter::set_has_variance_norm() { - _has_bits_[0] |= 0x00000080u; -} -inline void FillerParameter::clear_has_variance_norm() { - _has_bits_[0] &= ~0x00000080u; -} -inline void FillerParameter::clear_variance_norm() { - variance_norm_ = 0; - clear_has_variance_norm(); -} -inline ::caffe::FillerParameter_VarianceNorm FillerParameter::variance_norm() const { - // @@protoc_insertion_point(field_get:caffe.FillerParameter.variance_norm) - return static_cast< ::caffe::FillerParameter_VarianceNorm >(variance_norm_); -} -inline void FillerParameter::set_variance_norm(::caffe::FillerParameter_VarianceNorm value) { - assert(::caffe::FillerParameter_VarianceNorm_IsValid(value)); - set_has_variance_norm(); - variance_norm_ = value; - // @@protoc_insertion_point(field_set:caffe.FillerParameter.variance_norm) -} - -inline const FillerParameter* FillerParameter::internal_default_instance() { - return &FillerParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// NetParameter - -// optional string name = 1; -inline bool NetParameter::has_name() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void NetParameter::set_has_name() { - _has_bits_[0] |= 0x00000001u; -} -inline void NetParameter::clear_has_name() { - _has_bits_[0] &= ~0x00000001u; -} -inline void NetParameter::clear_name() { - name_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_name(); -} -inline const ::std::string& NetParameter::name() const { - // @@protoc_insertion_point(field_get:caffe.NetParameter.name) - return name_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void NetParameter::set_name(const ::std::string& value) { - set_has_name(); - name_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.NetParameter.name) -} -inline void NetParameter::set_name(const char* value) { - set_has_name(); - name_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.NetParameter.name) -} -inline void NetParameter::set_name(const char* value, size_t size) { - set_has_name(); - name_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.NetParameter.name) -} -inline ::std::string* NetParameter::mutable_name() { - set_has_name(); - // @@protoc_insertion_point(field_mutable:caffe.NetParameter.name) - return name_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline ::std::string* NetParameter::release_name() { - // @@protoc_insertion_point(field_release:caffe.NetParameter.name) - clear_has_name(); - return name_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void NetParameter::set_allocated_name(::std::string* name) { - if (name != NULL) { - set_has_name(); - } else { - clear_has_name(); - } - name_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), name); - // @@protoc_insertion_point(field_set_allocated:caffe.NetParameter.name) -} - -// repeated string input = 3; -inline int NetParameter::input_size() const { - return input_.size(); -} -inline void NetParameter::clear_input() { - input_.Clear(); -} -inline const ::std::string& NetParameter::input(int index) const { - // @@protoc_insertion_point(field_get:caffe.NetParameter.input) - return input_.Get(index); -} -inline ::std::string* NetParameter::mutable_input(int index) { - // @@protoc_insertion_point(field_mutable:caffe.NetParameter.input) - return input_.Mutable(index); -} -inline void NetParameter::set_input(int index, const ::std::string& value) { - // @@protoc_insertion_point(field_set:caffe.NetParameter.input) - input_.Mutable(index)->assign(value); -} -inline void NetParameter::set_input(int index, const char* value) { - input_.Mutable(index)->assign(value); - // @@protoc_insertion_point(field_set_char:caffe.NetParameter.input) -} -inline void NetParameter::set_input(int index, const char* value, size_t size) { - input_.Mutable(index)->assign( - reinterpret_cast(value), size); - // @@protoc_insertion_point(field_set_pointer:caffe.NetParameter.input) -} -inline ::std::string* NetParameter::add_input() { - // @@protoc_insertion_point(field_add_mutable:caffe.NetParameter.input) - return input_.Add(); -} -inline void NetParameter::add_input(const ::std::string& value) { - input_.Add()->assign(value); - // @@protoc_insertion_point(field_add:caffe.NetParameter.input) -} -inline void NetParameter::add_input(const char* value) { - input_.Add()->assign(value); - // @@protoc_insertion_point(field_add_char:caffe.NetParameter.input) -} -inline void NetParameter::add_input(const char* value, size_t size) { - input_.Add()->assign(reinterpret_cast(value), size); - // @@protoc_insertion_point(field_add_pointer:caffe.NetParameter.input) -} -inline const ::google::protobuf::RepeatedPtrField< ::std::string>& -NetParameter::input() const { - // @@protoc_insertion_point(field_list:caffe.NetParameter.input) - return input_; -} -inline ::google::protobuf::RepeatedPtrField< ::std::string>* -NetParameter::mutable_input() { - // @@protoc_insertion_point(field_mutable_list:caffe.NetParameter.input) - return &input_; -} - -// repeated .caffe.BlobShape input_shape = 8; -inline int NetParameter::input_shape_size() const { - return input_shape_.size(); -} -inline void NetParameter::clear_input_shape() { - input_shape_.Clear(); -} -inline const ::caffe::BlobShape& NetParameter::input_shape(int index) const { - // @@protoc_insertion_point(field_get:caffe.NetParameter.input_shape) - return input_shape_.Get(index); -} -inline ::caffe::BlobShape* NetParameter::mutable_input_shape(int index) { - // @@protoc_insertion_point(field_mutable:caffe.NetParameter.input_shape) - return input_shape_.Mutable(index); -} -inline ::caffe::BlobShape* NetParameter::add_input_shape() { - // @@protoc_insertion_point(field_add:caffe.NetParameter.input_shape) - return input_shape_.Add(); -} -inline ::google::protobuf::RepeatedPtrField< ::caffe::BlobShape >* -NetParameter::mutable_input_shape() { - // @@protoc_insertion_point(field_mutable_list:caffe.NetParameter.input_shape) - return &input_shape_; -} -inline const ::google::protobuf::RepeatedPtrField< ::caffe::BlobShape >& -NetParameter::input_shape() const { - // @@protoc_insertion_point(field_list:caffe.NetParameter.input_shape) - return input_shape_; -} - -// repeated int32 input_dim = 4; -inline int NetParameter::input_dim_size() const { - return input_dim_.size(); -} -inline void NetParameter::clear_input_dim() { - input_dim_.Clear(); -} -inline ::google::protobuf::int32 NetParameter::input_dim(int index) const { - // @@protoc_insertion_point(field_get:caffe.NetParameter.input_dim) - return input_dim_.Get(index); -} -inline void NetParameter::set_input_dim(int index, ::google::protobuf::int32 value) { - input_dim_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.NetParameter.input_dim) -} -inline void NetParameter::add_input_dim(::google::protobuf::int32 value) { - input_dim_.Add(value); - // @@protoc_insertion_point(field_add:caffe.NetParameter.input_dim) -} -inline const ::google::protobuf::RepeatedField< ::google::protobuf::int32 >& -NetParameter::input_dim() const { - // @@protoc_insertion_point(field_list:caffe.NetParameter.input_dim) - return input_dim_; -} -inline ::google::protobuf::RepeatedField< ::google::protobuf::int32 >* -NetParameter::mutable_input_dim() { - // @@protoc_insertion_point(field_mutable_list:caffe.NetParameter.input_dim) - return &input_dim_; -} - -// optional bool force_backward = 5 [default = false]; -inline bool NetParameter::has_force_backward() const { - return (_has_bits_[0] & 0x00000010u) != 0; -} -inline void NetParameter::set_has_force_backward() { - _has_bits_[0] |= 0x00000010u; -} -inline void NetParameter::clear_has_force_backward() { - _has_bits_[0] &= ~0x00000010u; -} -inline void NetParameter::clear_force_backward() { - force_backward_ = false; - clear_has_force_backward(); -} -inline bool NetParameter::force_backward() const { - // @@protoc_insertion_point(field_get:caffe.NetParameter.force_backward) - return force_backward_; -} -inline void NetParameter::set_force_backward(bool value) { - set_has_force_backward(); - force_backward_ = value; - // @@protoc_insertion_point(field_set:caffe.NetParameter.force_backward) -} - -// optional .caffe.NetState state = 6; -inline bool NetParameter::has_state() const { - return (_has_bits_[0] & 0x00000020u) != 0; -} -inline void NetParameter::set_has_state() { - _has_bits_[0] |= 0x00000020u; -} -inline void NetParameter::clear_has_state() { - _has_bits_[0] &= ~0x00000020u; -} -inline void NetParameter::clear_state() { - if (state_ != NULL) state_->::caffe::NetState::Clear(); - clear_has_state(); -} -inline const ::caffe::NetState& NetParameter::state() const { - // @@protoc_insertion_point(field_get:caffe.NetParameter.state) - return state_ != NULL ? *state_ - : *::caffe::NetState::internal_default_instance(); -} -inline ::caffe::NetState* NetParameter::mutable_state() { - set_has_state(); - if (state_ == NULL) { - state_ = new ::caffe::NetState; - } - // @@protoc_insertion_point(field_mutable:caffe.NetParameter.state) - return state_; -} -inline ::caffe::NetState* NetParameter::release_state() { - // @@protoc_insertion_point(field_release:caffe.NetParameter.state) - clear_has_state(); - ::caffe::NetState* temp = state_; - state_ = NULL; - return temp; -} -inline void NetParameter::set_allocated_state(::caffe::NetState* state) { - delete state_; - state_ = state; - if (state) { - set_has_state(); - } else { - clear_has_state(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.NetParameter.state) -} - -// optional bool debug_info = 7 [default = false]; -inline bool NetParameter::has_debug_info() const { - return (_has_bits_[0] & 0x00000040u) != 0; -} -inline void NetParameter::set_has_debug_info() { - _has_bits_[0] |= 0x00000040u; -} -inline void NetParameter::clear_has_debug_info() { - _has_bits_[0] &= ~0x00000040u; -} -inline void NetParameter::clear_debug_info() { - debug_info_ = false; - clear_has_debug_info(); -} -inline bool NetParameter::debug_info() const { - // @@protoc_insertion_point(field_get:caffe.NetParameter.debug_info) - return debug_info_; -} -inline void NetParameter::set_debug_info(bool value) { - set_has_debug_info(); - debug_info_ = value; - // @@protoc_insertion_point(field_set:caffe.NetParameter.debug_info) -} - -// repeated .caffe.LayerParameter layer = 100; -inline int NetParameter::layer_size() const { - return layer_.size(); -} -inline void NetParameter::clear_layer() { - layer_.Clear(); -} -inline const ::caffe::LayerParameter& NetParameter::layer(int index) const { - // @@protoc_insertion_point(field_get:caffe.NetParameter.layer) - return layer_.Get(index); -} -inline ::caffe::LayerParameter* NetParameter::mutable_layer(int index) { - // @@protoc_insertion_point(field_mutable:caffe.NetParameter.layer) - return layer_.Mutable(index); -} -inline ::caffe::LayerParameter* NetParameter::add_layer() { - // @@protoc_insertion_point(field_add:caffe.NetParameter.layer) - return layer_.Add(); -} -inline ::google::protobuf::RepeatedPtrField< ::caffe::LayerParameter >* -NetParameter::mutable_layer() { - // @@protoc_insertion_point(field_mutable_list:caffe.NetParameter.layer) - return &layer_; -} -inline const ::google::protobuf::RepeatedPtrField< ::caffe::LayerParameter >& -NetParameter::layer() const { - // @@protoc_insertion_point(field_list:caffe.NetParameter.layer) - return layer_; -} - -// repeated .caffe.V1LayerParameter layers = 2; -inline int NetParameter::layers_size() const { - return layers_.size(); -} -inline void NetParameter::clear_layers() { - layers_.Clear(); -} -inline const ::caffe::V1LayerParameter& NetParameter::layers(int index) const { - // @@protoc_insertion_point(field_get:caffe.NetParameter.layers) - return layers_.Get(index); -} -inline ::caffe::V1LayerParameter* NetParameter::mutable_layers(int index) { - // @@protoc_insertion_point(field_mutable:caffe.NetParameter.layers) - return layers_.Mutable(index); -} -inline ::caffe::V1LayerParameter* NetParameter::add_layers() { - // @@protoc_insertion_point(field_add:caffe.NetParameter.layers) - return layers_.Add(); -} -inline ::google::protobuf::RepeatedPtrField< ::caffe::V1LayerParameter >* -NetParameter::mutable_layers() { - // @@protoc_insertion_point(field_mutable_list:caffe.NetParameter.layers) - return &layers_; -} -inline const ::google::protobuf::RepeatedPtrField< ::caffe::V1LayerParameter >& -NetParameter::layers() const { - // @@protoc_insertion_point(field_list:caffe.NetParameter.layers) - return layers_; -} - -inline const NetParameter* NetParameter::internal_default_instance() { - return &NetParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// SolverParameter - -// optional string net = 24; -inline bool SolverParameter::has_net() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void SolverParameter::set_has_net() { - _has_bits_[0] |= 0x00000001u; -} -inline void SolverParameter::clear_has_net() { - _has_bits_[0] &= ~0x00000001u; -} -inline void SolverParameter::clear_net() { - net_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_net(); -} -inline const ::std::string& SolverParameter::net() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.net) - return net_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void SolverParameter::set_net(const ::std::string& value) { - set_has_net(); - net_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.SolverParameter.net) -} -inline void SolverParameter::set_net(const char* value) { - set_has_net(); - net_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.SolverParameter.net) -} -inline void SolverParameter::set_net(const char* value, size_t size) { - set_has_net(); - net_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.SolverParameter.net) -} -inline ::std::string* SolverParameter::mutable_net() { - set_has_net(); - // @@protoc_insertion_point(field_mutable:caffe.SolverParameter.net) - return net_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline ::std::string* SolverParameter::release_net() { - // @@protoc_insertion_point(field_release:caffe.SolverParameter.net) - clear_has_net(); - return net_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void SolverParameter::set_allocated_net(::std::string* net) { - if (net != NULL) { - set_has_net(); - } else { - clear_has_net(); - } - net_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), net); - // @@protoc_insertion_point(field_set_allocated:caffe.SolverParameter.net) -} - -// optional .caffe.NetParameter net_param = 25; -inline bool SolverParameter::has_net_param() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void SolverParameter::set_has_net_param() { - _has_bits_[0] |= 0x00000002u; -} -inline void SolverParameter::clear_has_net_param() { - _has_bits_[0] &= ~0x00000002u; -} -inline void SolverParameter::clear_net_param() { - if (net_param_ != NULL) net_param_->::caffe::NetParameter::Clear(); - clear_has_net_param(); -} -inline const ::caffe::NetParameter& SolverParameter::net_param() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.net_param) - return net_param_ != NULL ? *net_param_ - : *::caffe::NetParameter::internal_default_instance(); -} -inline ::caffe::NetParameter* SolverParameter::mutable_net_param() { - set_has_net_param(); - if (net_param_ == NULL) { - net_param_ = new ::caffe::NetParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.SolverParameter.net_param) - return net_param_; -} -inline ::caffe::NetParameter* SolverParameter::release_net_param() { - // @@protoc_insertion_point(field_release:caffe.SolverParameter.net_param) - clear_has_net_param(); - ::caffe::NetParameter* temp = net_param_; - net_param_ = NULL; - return temp; -} -inline void SolverParameter::set_allocated_net_param(::caffe::NetParameter* net_param) { - delete net_param_; - net_param_ = net_param; - if (net_param) { - set_has_net_param(); - } else { - clear_has_net_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.SolverParameter.net_param) -} - -// optional string train_net = 1; -inline bool SolverParameter::has_train_net() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -inline void SolverParameter::set_has_train_net() { - _has_bits_[0] |= 0x00000004u; -} -inline void SolverParameter::clear_has_train_net() { - _has_bits_[0] &= ~0x00000004u; -} -inline void SolverParameter::clear_train_net() { - train_net_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_train_net(); -} -inline const ::std::string& SolverParameter::train_net() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.train_net) - return train_net_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void SolverParameter::set_train_net(const ::std::string& value) { - set_has_train_net(); - train_net_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.SolverParameter.train_net) -} -inline void SolverParameter::set_train_net(const char* value) { - set_has_train_net(); - train_net_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.SolverParameter.train_net) -} -inline void SolverParameter::set_train_net(const char* value, size_t size) { - set_has_train_net(); - train_net_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.SolverParameter.train_net) -} -inline ::std::string* SolverParameter::mutable_train_net() { - set_has_train_net(); - // @@protoc_insertion_point(field_mutable:caffe.SolverParameter.train_net) - return train_net_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline ::std::string* SolverParameter::release_train_net() { - // @@protoc_insertion_point(field_release:caffe.SolverParameter.train_net) - clear_has_train_net(); - return train_net_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void SolverParameter::set_allocated_train_net(::std::string* train_net) { - if (train_net != NULL) { - set_has_train_net(); - } else { - clear_has_train_net(); - } - train_net_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), train_net); - // @@protoc_insertion_point(field_set_allocated:caffe.SolverParameter.train_net) -} - -// repeated string test_net = 2; -inline int SolverParameter::test_net_size() const { - return test_net_.size(); -} -inline void SolverParameter::clear_test_net() { - test_net_.Clear(); -} -inline const ::std::string& SolverParameter::test_net(int index) const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.test_net) - return test_net_.Get(index); -} -inline ::std::string* SolverParameter::mutable_test_net(int index) { - // @@protoc_insertion_point(field_mutable:caffe.SolverParameter.test_net) - return test_net_.Mutable(index); -} -inline void SolverParameter::set_test_net(int index, const ::std::string& value) { - // @@protoc_insertion_point(field_set:caffe.SolverParameter.test_net) - test_net_.Mutable(index)->assign(value); -} -inline void SolverParameter::set_test_net(int index, const char* value) { - test_net_.Mutable(index)->assign(value); - // @@protoc_insertion_point(field_set_char:caffe.SolverParameter.test_net) -} -inline void SolverParameter::set_test_net(int index, const char* value, size_t size) { - test_net_.Mutable(index)->assign( - reinterpret_cast(value), size); - // @@protoc_insertion_point(field_set_pointer:caffe.SolverParameter.test_net) -} -inline ::std::string* SolverParameter::add_test_net() { - // @@protoc_insertion_point(field_add_mutable:caffe.SolverParameter.test_net) - return test_net_.Add(); -} -inline void SolverParameter::add_test_net(const ::std::string& value) { - test_net_.Add()->assign(value); - // @@protoc_insertion_point(field_add:caffe.SolverParameter.test_net) -} -inline void SolverParameter::add_test_net(const char* value) { - test_net_.Add()->assign(value); - // @@protoc_insertion_point(field_add_char:caffe.SolverParameter.test_net) -} -inline void SolverParameter::add_test_net(const char* value, size_t size) { - test_net_.Add()->assign(reinterpret_cast(value), size); - // @@protoc_insertion_point(field_add_pointer:caffe.SolverParameter.test_net) -} -inline const ::google::protobuf::RepeatedPtrField< ::std::string>& -SolverParameter::test_net() const { - // @@protoc_insertion_point(field_list:caffe.SolverParameter.test_net) - return test_net_; -} -inline ::google::protobuf::RepeatedPtrField< ::std::string>* -SolverParameter::mutable_test_net() { - // @@protoc_insertion_point(field_mutable_list:caffe.SolverParameter.test_net) - return &test_net_; -} - -// optional .caffe.NetParameter train_net_param = 21; -inline bool SolverParameter::has_train_net_param() const { - return (_has_bits_[0] & 0x00000010u) != 0; -} -inline void SolverParameter::set_has_train_net_param() { - _has_bits_[0] |= 0x00000010u; -} -inline void SolverParameter::clear_has_train_net_param() { - _has_bits_[0] &= ~0x00000010u; -} -inline void SolverParameter::clear_train_net_param() { - if (train_net_param_ != NULL) train_net_param_->::caffe::NetParameter::Clear(); - clear_has_train_net_param(); -} -inline const ::caffe::NetParameter& SolverParameter::train_net_param() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.train_net_param) - return train_net_param_ != NULL ? *train_net_param_ - : *::caffe::NetParameter::internal_default_instance(); -} -inline ::caffe::NetParameter* SolverParameter::mutable_train_net_param() { - set_has_train_net_param(); - if (train_net_param_ == NULL) { - train_net_param_ = new ::caffe::NetParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.SolverParameter.train_net_param) - return train_net_param_; -} -inline ::caffe::NetParameter* SolverParameter::release_train_net_param() { - // @@protoc_insertion_point(field_release:caffe.SolverParameter.train_net_param) - clear_has_train_net_param(); - ::caffe::NetParameter* temp = train_net_param_; - train_net_param_ = NULL; - return temp; -} -inline void SolverParameter::set_allocated_train_net_param(::caffe::NetParameter* train_net_param) { - delete train_net_param_; - train_net_param_ = train_net_param; - if (train_net_param) { - set_has_train_net_param(); - } else { - clear_has_train_net_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.SolverParameter.train_net_param) -} - -// repeated .caffe.NetParameter test_net_param = 22; -inline int SolverParameter::test_net_param_size() const { - return test_net_param_.size(); -} -inline void SolverParameter::clear_test_net_param() { - test_net_param_.Clear(); -} -inline const ::caffe::NetParameter& SolverParameter::test_net_param(int index) const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.test_net_param) - return test_net_param_.Get(index); -} -inline ::caffe::NetParameter* SolverParameter::mutable_test_net_param(int index) { - // @@protoc_insertion_point(field_mutable:caffe.SolverParameter.test_net_param) - return test_net_param_.Mutable(index); -} -inline ::caffe::NetParameter* SolverParameter::add_test_net_param() { - // @@protoc_insertion_point(field_add:caffe.SolverParameter.test_net_param) - return test_net_param_.Add(); -} -inline ::google::protobuf::RepeatedPtrField< ::caffe::NetParameter >* -SolverParameter::mutable_test_net_param() { - // @@protoc_insertion_point(field_mutable_list:caffe.SolverParameter.test_net_param) - return &test_net_param_; -} -inline const ::google::protobuf::RepeatedPtrField< ::caffe::NetParameter >& -SolverParameter::test_net_param() const { - // @@protoc_insertion_point(field_list:caffe.SolverParameter.test_net_param) - return test_net_param_; -} - -// optional .caffe.NetState train_state = 26; -inline bool SolverParameter::has_train_state() const { - return (_has_bits_[0] & 0x00000040u) != 0; -} -inline void SolverParameter::set_has_train_state() { - _has_bits_[0] |= 0x00000040u; -} -inline void SolverParameter::clear_has_train_state() { - _has_bits_[0] &= ~0x00000040u; -} -inline void SolverParameter::clear_train_state() { - if (train_state_ != NULL) train_state_->::caffe::NetState::Clear(); - clear_has_train_state(); -} -inline const ::caffe::NetState& SolverParameter::train_state() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.train_state) - return train_state_ != NULL ? *train_state_ - : *::caffe::NetState::internal_default_instance(); -} -inline ::caffe::NetState* SolverParameter::mutable_train_state() { - set_has_train_state(); - if (train_state_ == NULL) { - train_state_ = new ::caffe::NetState; - } - // @@protoc_insertion_point(field_mutable:caffe.SolverParameter.train_state) - return train_state_; -} -inline ::caffe::NetState* SolverParameter::release_train_state() { - // @@protoc_insertion_point(field_release:caffe.SolverParameter.train_state) - clear_has_train_state(); - ::caffe::NetState* temp = train_state_; - train_state_ = NULL; - return temp; -} -inline void SolverParameter::set_allocated_train_state(::caffe::NetState* train_state) { - delete train_state_; - train_state_ = train_state; - if (train_state) { - set_has_train_state(); - } else { - clear_has_train_state(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.SolverParameter.train_state) -} - -// repeated .caffe.NetState test_state = 27; -inline int SolverParameter::test_state_size() const { - return test_state_.size(); -} -inline void SolverParameter::clear_test_state() { - test_state_.Clear(); -} -inline const ::caffe::NetState& SolverParameter::test_state(int index) const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.test_state) - return test_state_.Get(index); -} -inline ::caffe::NetState* SolverParameter::mutable_test_state(int index) { - // @@protoc_insertion_point(field_mutable:caffe.SolverParameter.test_state) - return test_state_.Mutable(index); -} -inline ::caffe::NetState* SolverParameter::add_test_state() { - // @@protoc_insertion_point(field_add:caffe.SolverParameter.test_state) - return test_state_.Add(); -} -inline ::google::protobuf::RepeatedPtrField< ::caffe::NetState >* -SolverParameter::mutable_test_state() { - // @@protoc_insertion_point(field_mutable_list:caffe.SolverParameter.test_state) - return &test_state_; -} -inline const ::google::protobuf::RepeatedPtrField< ::caffe::NetState >& -SolverParameter::test_state() const { - // @@protoc_insertion_point(field_list:caffe.SolverParameter.test_state) - return test_state_; -} - -// repeated int32 test_iter = 3; -inline int SolverParameter::test_iter_size() const { - return test_iter_.size(); -} -inline void SolverParameter::clear_test_iter() { - test_iter_.Clear(); -} -inline ::google::protobuf::int32 SolverParameter::test_iter(int index) const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.test_iter) - return test_iter_.Get(index); -} -inline void SolverParameter::set_test_iter(int index, ::google::protobuf::int32 value) { - test_iter_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.SolverParameter.test_iter) -} -inline void SolverParameter::add_test_iter(::google::protobuf::int32 value) { - test_iter_.Add(value); - // @@protoc_insertion_point(field_add:caffe.SolverParameter.test_iter) -} -inline const ::google::protobuf::RepeatedField< ::google::protobuf::int32 >& -SolverParameter::test_iter() const { - // @@protoc_insertion_point(field_list:caffe.SolverParameter.test_iter) - return test_iter_; -} -inline ::google::protobuf::RepeatedField< ::google::protobuf::int32 >* -SolverParameter::mutable_test_iter() { - // @@protoc_insertion_point(field_mutable_list:caffe.SolverParameter.test_iter) - return &test_iter_; -} - -// optional int32 test_interval = 4 [default = 0]; -inline bool SolverParameter::has_test_interval() const { - return (_has_bits_[0] & 0x00000200u) != 0; -} -inline void SolverParameter::set_has_test_interval() { - _has_bits_[0] |= 0x00000200u; -} -inline void SolverParameter::clear_has_test_interval() { - _has_bits_[0] &= ~0x00000200u; -} -inline void SolverParameter::clear_test_interval() { - test_interval_ = 0; - clear_has_test_interval(); -} -inline ::google::protobuf::int32 SolverParameter::test_interval() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.test_interval) - return test_interval_; -} -inline void SolverParameter::set_test_interval(::google::protobuf::int32 value) { - set_has_test_interval(); - test_interval_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.test_interval) -} - -// optional bool test_compute_loss = 19 [default = false]; -inline bool SolverParameter::has_test_compute_loss() const { - return (_has_bits_[0] & 0x00000400u) != 0; -} -inline void SolverParameter::set_has_test_compute_loss() { - _has_bits_[0] |= 0x00000400u; -} -inline void SolverParameter::clear_has_test_compute_loss() { - _has_bits_[0] &= ~0x00000400u; -} -inline void SolverParameter::clear_test_compute_loss() { - test_compute_loss_ = false; - clear_has_test_compute_loss(); -} -inline bool SolverParameter::test_compute_loss() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.test_compute_loss) - return test_compute_loss_; -} -inline void SolverParameter::set_test_compute_loss(bool value) { - set_has_test_compute_loss(); - test_compute_loss_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.test_compute_loss) -} - -// optional bool test_initialization = 32 [default = true]; -inline bool SolverParameter::has_test_initialization() const { - return (_has_bits_[0] & 0x00000800u) != 0; -} -inline void SolverParameter::set_has_test_initialization() { - _has_bits_[0] |= 0x00000800u; -} -inline void SolverParameter::clear_has_test_initialization() { - _has_bits_[0] &= ~0x00000800u; -} -inline void SolverParameter::clear_test_initialization() { - test_initialization_ = true; - clear_has_test_initialization(); -} -inline bool SolverParameter::test_initialization() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.test_initialization) - return test_initialization_; -} -inline void SolverParameter::set_test_initialization(bool value) { - set_has_test_initialization(); - test_initialization_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.test_initialization) -} - -// optional float base_lr = 5; -inline bool SolverParameter::has_base_lr() const { - return (_has_bits_[0] & 0x00001000u) != 0; -} -inline void SolverParameter::set_has_base_lr() { - _has_bits_[0] |= 0x00001000u; -} -inline void SolverParameter::clear_has_base_lr() { - _has_bits_[0] &= ~0x00001000u; -} -inline void SolverParameter::clear_base_lr() { - base_lr_ = 0; - clear_has_base_lr(); -} -inline float SolverParameter::base_lr() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.base_lr) - return base_lr_; -} -inline void SolverParameter::set_base_lr(float value) { - set_has_base_lr(); - base_lr_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.base_lr) -} - -// optional int32 display = 6; -inline bool SolverParameter::has_display() const { - return (_has_bits_[0] & 0x00002000u) != 0; -} -inline void SolverParameter::set_has_display() { - _has_bits_[0] |= 0x00002000u; -} -inline void SolverParameter::clear_has_display() { - _has_bits_[0] &= ~0x00002000u; -} -inline void SolverParameter::clear_display() { - display_ = 0; - clear_has_display(); -} -inline ::google::protobuf::int32 SolverParameter::display() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.display) - return display_; -} -inline void SolverParameter::set_display(::google::protobuf::int32 value) { - set_has_display(); - display_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.display) -} - -// optional int32 average_loss = 33 [default = 1]; -inline bool SolverParameter::has_average_loss() const { - return (_has_bits_[0] & 0x00004000u) != 0; -} -inline void SolverParameter::set_has_average_loss() { - _has_bits_[0] |= 0x00004000u; -} -inline void SolverParameter::clear_has_average_loss() { - _has_bits_[0] &= ~0x00004000u; -} -inline void SolverParameter::clear_average_loss() { - average_loss_ = 1; - clear_has_average_loss(); -} -inline ::google::protobuf::int32 SolverParameter::average_loss() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.average_loss) - return average_loss_; -} -inline void SolverParameter::set_average_loss(::google::protobuf::int32 value) { - set_has_average_loss(); - average_loss_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.average_loss) -} - -// optional int32 max_iter = 7; -inline bool SolverParameter::has_max_iter() const { - return (_has_bits_[0] & 0x00008000u) != 0; -} -inline void SolverParameter::set_has_max_iter() { - _has_bits_[0] |= 0x00008000u; -} -inline void SolverParameter::clear_has_max_iter() { - _has_bits_[0] &= ~0x00008000u; -} -inline void SolverParameter::clear_max_iter() { - max_iter_ = 0; - clear_has_max_iter(); -} -inline ::google::protobuf::int32 SolverParameter::max_iter() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.max_iter) - return max_iter_; -} -inline void SolverParameter::set_max_iter(::google::protobuf::int32 value) { - set_has_max_iter(); - max_iter_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.max_iter) -} - -// optional int32 iter_size = 36 [default = 1]; -inline bool SolverParameter::has_iter_size() const { - return (_has_bits_[0] & 0x00010000u) != 0; -} -inline void SolverParameter::set_has_iter_size() { - _has_bits_[0] |= 0x00010000u; -} -inline void SolverParameter::clear_has_iter_size() { - _has_bits_[0] &= ~0x00010000u; -} -inline void SolverParameter::clear_iter_size() { - iter_size_ = 1; - clear_has_iter_size(); -} -inline ::google::protobuf::int32 SolverParameter::iter_size() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.iter_size) - return iter_size_; -} -inline void SolverParameter::set_iter_size(::google::protobuf::int32 value) { - set_has_iter_size(); - iter_size_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.iter_size) -} - -// optional string lr_policy = 8; -inline bool SolverParameter::has_lr_policy() const { - return (_has_bits_[0] & 0x00020000u) != 0; -} -inline void SolverParameter::set_has_lr_policy() { - _has_bits_[0] |= 0x00020000u; -} -inline void SolverParameter::clear_has_lr_policy() { - _has_bits_[0] &= ~0x00020000u; -} -inline void SolverParameter::clear_lr_policy() { - lr_policy_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_lr_policy(); -} -inline const ::std::string& SolverParameter::lr_policy() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.lr_policy) - return lr_policy_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void SolverParameter::set_lr_policy(const ::std::string& value) { - set_has_lr_policy(); - lr_policy_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.SolverParameter.lr_policy) -} -inline void SolverParameter::set_lr_policy(const char* value) { - set_has_lr_policy(); - lr_policy_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.SolverParameter.lr_policy) -} -inline void SolverParameter::set_lr_policy(const char* value, size_t size) { - set_has_lr_policy(); - lr_policy_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.SolverParameter.lr_policy) -} -inline ::std::string* SolverParameter::mutable_lr_policy() { - set_has_lr_policy(); - // @@protoc_insertion_point(field_mutable:caffe.SolverParameter.lr_policy) - return lr_policy_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline ::std::string* SolverParameter::release_lr_policy() { - // @@protoc_insertion_point(field_release:caffe.SolverParameter.lr_policy) - clear_has_lr_policy(); - return lr_policy_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void SolverParameter::set_allocated_lr_policy(::std::string* lr_policy) { - if (lr_policy != NULL) { - set_has_lr_policy(); - } else { - clear_has_lr_policy(); - } - lr_policy_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), lr_policy); - // @@protoc_insertion_point(field_set_allocated:caffe.SolverParameter.lr_policy) -} - -// optional float gamma = 9; -inline bool SolverParameter::has_gamma() const { - return (_has_bits_[0] & 0x00040000u) != 0; -} -inline void SolverParameter::set_has_gamma() { - _has_bits_[0] |= 0x00040000u; -} -inline void SolverParameter::clear_has_gamma() { - _has_bits_[0] &= ~0x00040000u; -} -inline void SolverParameter::clear_gamma() { - gamma_ = 0; - clear_has_gamma(); -} -inline float SolverParameter::gamma() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.gamma) - return gamma_; -} -inline void SolverParameter::set_gamma(float value) { - set_has_gamma(); - gamma_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.gamma) -} - -// optional float power = 10; -inline bool SolverParameter::has_power() const { - return (_has_bits_[0] & 0x00080000u) != 0; -} -inline void SolverParameter::set_has_power() { - _has_bits_[0] |= 0x00080000u; -} -inline void SolverParameter::clear_has_power() { - _has_bits_[0] &= ~0x00080000u; -} -inline void SolverParameter::clear_power() { - power_ = 0; - clear_has_power(); -} -inline float SolverParameter::power() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.power) - return power_; -} -inline void SolverParameter::set_power(float value) { - set_has_power(); - power_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.power) -} - -// optional float momentum = 11; -inline bool SolverParameter::has_momentum() const { - return (_has_bits_[0] & 0x00100000u) != 0; -} -inline void SolverParameter::set_has_momentum() { - _has_bits_[0] |= 0x00100000u; -} -inline void SolverParameter::clear_has_momentum() { - _has_bits_[0] &= ~0x00100000u; -} -inline void SolverParameter::clear_momentum() { - momentum_ = 0; - clear_has_momentum(); -} -inline float SolverParameter::momentum() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.momentum) - return momentum_; -} -inline void SolverParameter::set_momentum(float value) { - set_has_momentum(); - momentum_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.momentum) -} - -// optional float weight_decay = 12; -inline bool SolverParameter::has_weight_decay() const { - return (_has_bits_[0] & 0x00200000u) != 0; -} -inline void SolverParameter::set_has_weight_decay() { - _has_bits_[0] |= 0x00200000u; -} -inline void SolverParameter::clear_has_weight_decay() { - _has_bits_[0] &= ~0x00200000u; -} -inline void SolverParameter::clear_weight_decay() { - weight_decay_ = 0; - clear_has_weight_decay(); -} -inline float SolverParameter::weight_decay() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.weight_decay) - return weight_decay_; -} -inline void SolverParameter::set_weight_decay(float value) { - set_has_weight_decay(); - weight_decay_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.weight_decay) -} - -// optional string regularization_type = 29 [default = "L2"]; -inline bool SolverParameter::has_regularization_type() const { - return (_has_bits_[0] & 0x00400000u) != 0; -} -inline void SolverParameter::set_has_regularization_type() { - _has_bits_[0] |= 0x00400000u; -} -inline void SolverParameter::clear_has_regularization_type() { - _has_bits_[0] &= ~0x00400000u; -} -inline void SolverParameter::clear_regularization_type() { - regularization_type_.ClearToDefaultNoArena(_default_regularization_type_); - clear_has_regularization_type(); -} -inline const ::std::string& SolverParameter::regularization_type() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.regularization_type) - return regularization_type_.GetNoArena(_default_regularization_type_); -} -inline void SolverParameter::set_regularization_type(const ::std::string& value) { - set_has_regularization_type(); - regularization_type_.SetNoArena(_default_regularization_type_, value); - // @@protoc_insertion_point(field_set:caffe.SolverParameter.regularization_type) -} -inline void SolverParameter::set_regularization_type(const char* value) { - set_has_regularization_type(); - regularization_type_.SetNoArena(_default_regularization_type_, ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.SolverParameter.regularization_type) -} -inline void SolverParameter::set_regularization_type(const char* value, size_t size) { - set_has_regularization_type(); - regularization_type_.SetNoArena(_default_regularization_type_, - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.SolverParameter.regularization_type) -} -inline ::std::string* SolverParameter::mutable_regularization_type() { - set_has_regularization_type(); - // @@protoc_insertion_point(field_mutable:caffe.SolverParameter.regularization_type) - return regularization_type_.MutableNoArena(_default_regularization_type_); -} -inline ::std::string* SolverParameter::release_regularization_type() { - // @@protoc_insertion_point(field_release:caffe.SolverParameter.regularization_type) - clear_has_regularization_type(); - return regularization_type_.ReleaseNoArena(_default_regularization_type_); -} -inline void SolverParameter::set_allocated_regularization_type(::std::string* regularization_type) { - if (regularization_type != NULL) { - set_has_regularization_type(); - } else { - clear_has_regularization_type(); - } - regularization_type_.SetAllocatedNoArena(_default_regularization_type_, regularization_type); - // @@protoc_insertion_point(field_set_allocated:caffe.SolverParameter.regularization_type) -} - -// optional int32 stepsize = 13; -inline bool SolverParameter::has_stepsize() const { - return (_has_bits_[0] & 0x00800000u) != 0; -} -inline void SolverParameter::set_has_stepsize() { - _has_bits_[0] |= 0x00800000u; -} -inline void SolverParameter::clear_has_stepsize() { - _has_bits_[0] &= ~0x00800000u; -} -inline void SolverParameter::clear_stepsize() { - stepsize_ = 0; - clear_has_stepsize(); -} -inline ::google::protobuf::int32 SolverParameter::stepsize() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.stepsize) - return stepsize_; -} -inline void SolverParameter::set_stepsize(::google::protobuf::int32 value) { - set_has_stepsize(); - stepsize_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.stepsize) -} - -// repeated int32 stepvalue = 34; -inline int SolverParameter::stepvalue_size() const { - return stepvalue_.size(); -} -inline void SolverParameter::clear_stepvalue() { - stepvalue_.Clear(); -} -inline ::google::protobuf::int32 SolverParameter::stepvalue(int index) const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.stepvalue) - return stepvalue_.Get(index); -} -inline void SolverParameter::set_stepvalue(int index, ::google::protobuf::int32 value) { - stepvalue_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.SolverParameter.stepvalue) -} -inline void SolverParameter::add_stepvalue(::google::protobuf::int32 value) { - stepvalue_.Add(value); - // @@protoc_insertion_point(field_add:caffe.SolverParameter.stepvalue) -} -inline const ::google::protobuf::RepeatedField< ::google::protobuf::int32 >& -SolverParameter::stepvalue() const { - // @@protoc_insertion_point(field_list:caffe.SolverParameter.stepvalue) - return stepvalue_; -} -inline ::google::protobuf::RepeatedField< ::google::protobuf::int32 >* -SolverParameter::mutable_stepvalue() { - // @@protoc_insertion_point(field_mutable_list:caffe.SolverParameter.stepvalue) - return &stepvalue_; -} - -// optional float clip_gradients = 35 [default = -1]; -inline bool SolverParameter::has_clip_gradients() const { - return (_has_bits_[0] & 0x02000000u) != 0; -} -inline void SolverParameter::set_has_clip_gradients() { - _has_bits_[0] |= 0x02000000u; -} -inline void SolverParameter::clear_has_clip_gradients() { - _has_bits_[0] &= ~0x02000000u; -} -inline void SolverParameter::clear_clip_gradients() { - clip_gradients_ = -1; - clear_has_clip_gradients(); -} -inline float SolverParameter::clip_gradients() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.clip_gradients) - return clip_gradients_; -} -inline void SolverParameter::set_clip_gradients(float value) { - set_has_clip_gradients(); - clip_gradients_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.clip_gradients) -} - -// optional int32 snapshot = 14 [default = 0]; -inline bool SolverParameter::has_snapshot() const { - return (_has_bits_[0] & 0x04000000u) != 0; -} -inline void SolverParameter::set_has_snapshot() { - _has_bits_[0] |= 0x04000000u; -} -inline void SolverParameter::clear_has_snapshot() { - _has_bits_[0] &= ~0x04000000u; -} -inline void SolverParameter::clear_snapshot() { - snapshot_ = 0; - clear_has_snapshot(); -} -inline ::google::protobuf::int32 SolverParameter::snapshot() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.snapshot) - return snapshot_; -} -inline void SolverParameter::set_snapshot(::google::protobuf::int32 value) { - set_has_snapshot(); - snapshot_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.snapshot) -} - -// optional string snapshot_prefix = 15; -inline bool SolverParameter::has_snapshot_prefix() const { - return (_has_bits_[0] & 0x08000000u) != 0; -} -inline void SolverParameter::set_has_snapshot_prefix() { - _has_bits_[0] |= 0x08000000u; -} -inline void SolverParameter::clear_has_snapshot_prefix() { - _has_bits_[0] &= ~0x08000000u; -} -inline void SolverParameter::clear_snapshot_prefix() { - snapshot_prefix_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_snapshot_prefix(); -} -inline const ::std::string& SolverParameter::snapshot_prefix() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.snapshot_prefix) - return snapshot_prefix_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void SolverParameter::set_snapshot_prefix(const ::std::string& value) { - set_has_snapshot_prefix(); - snapshot_prefix_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.SolverParameter.snapshot_prefix) -} -inline void SolverParameter::set_snapshot_prefix(const char* value) { - set_has_snapshot_prefix(); - snapshot_prefix_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.SolverParameter.snapshot_prefix) -} -inline void SolverParameter::set_snapshot_prefix(const char* value, size_t size) { - set_has_snapshot_prefix(); - snapshot_prefix_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.SolverParameter.snapshot_prefix) -} -inline ::std::string* SolverParameter::mutable_snapshot_prefix() { - set_has_snapshot_prefix(); - // @@protoc_insertion_point(field_mutable:caffe.SolverParameter.snapshot_prefix) - return snapshot_prefix_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline ::std::string* SolverParameter::release_snapshot_prefix() { - // @@protoc_insertion_point(field_release:caffe.SolverParameter.snapshot_prefix) - clear_has_snapshot_prefix(); - return snapshot_prefix_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void SolverParameter::set_allocated_snapshot_prefix(::std::string* snapshot_prefix) { - if (snapshot_prefix != NULL) { - set_has_snapshot_prefix(); - } else { - clear_has_snapshot_prefix(); - } - snapshot_prefix_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), snapshot_prefix); - // @@protoc_insertion_point(field_set_allocated:caffe.SolverParameter.snapshot_prefix) -} - -// optional bool snapshot_diff = 16 [default = false]; -inline bool SolverParameter::has_snapshot_diff() const { - return (_has_bits_[0] & 0x10000000u) != 0; -} -inline void SolverParameter::set_has_snapshot_diff() { - _has_bits_[0] |= 0x10000000u; -} -inline void SolverParameter::clear_has_snapshot_diff() { - _has_bits_[0] &= ~0x10000000u; -} -inline void SolverParameter::clear_snapshot_diff() { - snapshot_diff_ = false; - clear_has_snapshot_diff(); -} -inline bool SolverParameter::snapshot_diff() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.snapshot_diff) - return snapshot_diff_; -} -inline void SolverParameter::set_snapshot_diff(bool value) { - set_has_snapshot_diff(); - snapshot_diff_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.snapshot_diff) -} - -// optional .caffe.SolverParameter.SnapshotFormat snapshot_format = 37 [default = BINARYPROTO]; -inline bool SolverParameter::has_snapshot_format() const { - return (_has_bits_[0] & 0x20000000u) != 0; -} -inline void SolverParameter::set_has_snapshot_format() { - _has_bits_[0] |= 0x20000000u; -} -inline void SolverParameter::clear_has_snapshot_format() { - _has_bits_[0] &= ~0x20000000u; -} -inline void SolverParameter::clear_snapshot_format() { - snapshot_format_ = 1; - clear_has_snapshot_format(); -} -inline ::caffe::SolverParameter_SnapshotFormat SolverParameter::snapshot_format() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.snapshot_format) - return static_cast< ::caffe::SolverParameter_SnapshotFormat >(snapshot_format_); -} -inline void SolverParameter::set_snapshot_format(::caffe::SolverParameter_SnapshotFormat value) { - assert(::caffe::SolverParameter_SnapshotFormat_IsValid(value)); - set_has_snapshot_format(); - snapshot_format_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.snapshot_format) -} - -// optional .caffe.SolverParameter.SolverMode solver_mode = 17 [default = GPU]; -inline bool SolverParameter::has_solver_mode() const { - return (_has_bits_[0] & 0x40000000u) != 0; -} -inline void SolverParameter::set_has_solver_mode() { - _has_bits_[0] |= 0x40000000u; -} -inline void SolverParameter::clear_has_solver_mode() { - _has_bits_[0] &= ~0x40000000u; -} -inline void SolverParameter::clear_solver_mode() { - solver_mode_ = 1; - clear_has_solver_mode(); -} -inline ::caffe::SolverParameter_SolverMode SolverParameter::solver_mode() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.solver_mode) - return static_cast< ::caffe::SolverParameter_SolverMode >(solver_mode_); -} -inline void SolverParameter::set_solver_mode(::caffe::SolverParameter_SolverMode value) { - assert(::caffe::SolverParameter_SolverMode_IsValid(value)); - set_has_solver_mode(); - solver_mode_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.solver_mode) -} - -// optional int32 device_id = 18 [default = 0]; -inline bool SolverParameter::has_device_id() const { - return (_has_bits_[0] & 0x80000000u) != 0; -} -inline void SolverParameter::set_has_device_id() { - _has_bits_[0] |= 0x80000000u; -} -inline void SolverParameter::clear_has_device_id() { - _has_bits_[0] &= ~0x80000000u; -} -inline void SolverParameter::clear_device_id() { - device_id_ = 0; - clear_has_device_id(); -} -inline ::google::protobuf::int32 SolverParameter::device_id() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.device_id) - return device_id_; -} -inline void SolverParameter::set_device_id(::google::protobuf::int32 value) { - set_has_device_id(); - device_id_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.device_id) -} - -// optional int64 random_seed = 20 [default = -1]; -inline bool SolverParameter::has_random_seed() const { - return (_has_bits_[1] & 0x00000001u) != 0; -} -inline void SolverParameter::set_has_random_seed() { - _has_bits_[1] |= 0x00000001u; -} -inline void SolverParameter::clear_has_random_seed() { - _has_bits_[1] &= ~0x00000001u; -} -inline void SolverParameter::clear_random_seed() { - random_seed_ = GOOGLE_LONGLONG(-1); - clear_has_random_seed(); -} -inline ::google::protobuf::int64 SolverParameter::random_seed() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.random_seed) - return random_seed_; -} -inline void SolverParameter::set_random_seed(::google::protobuf::int64 value) { - set_has_random_seed(); - random_seed_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.random_seed) -} - -// optional string type = 40 [default = "SGD"]; -inline bool SolverParameter::has_type() const { - return (_has_bits_[1] & 0x00000002u) != 0; -} -inline void SolverParameter::set_has_type() { - _has_bits_[1] |= 0x00000002u; -} -inline void SolverParameter::clear_has_type() { - _has_bits_[1] &= ~0x00000002u; -} -inline void SolverParameter::clear_type() { - type_.ClearToDefaultNoArena(_default_type_); - clear_has_type(); -} -inline const ::std::string& SolverParameter::type() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.type) - return type_.GetNoArena(_default_type_); -} -inline void SolverParameter::set_type(const ::std::string& value) { - set_has_type(); - type_.SetNoArena(_default_type_, value); - // @@protoc_insertion_point(field_set:caffe.SolverParameter.type) -} -inline void SolverParameter::set_type(const char* value) { - set_has_type(); - type_.SetNoArena(_default_type_, ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.SolverParameter.type) -} -inline void SolverParameter::set_type(const char* value, size_t size) { - set_has_type(); - type_.SetNoArena(_default_type_, - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.SolverParameter.type) -} -inline ::std::string* SolverParameter::mutable_type() { - set_has_type(); - // @@protoc_insertion_point(field_mutable:caffe.SolverParameter.type) - return type_.MutableNoArena(_default_type_); -} -inline ::std::string* SolverParameter::release_type() { - // @@protoc_insertion_point(field_release:caffe.SolverParameter.type) - clear_has_type(); - return type_.ReleaseNoArena(_default_type_); -} -inline void SolverParameter::set_allocated_type(::std::string* type) { - if (type != NULL) { - set_has_type(); - } else { - clear_has_type(); - } - type_.SetAllocatedNoArena(_default_type_, type); - // @@protoc_insertion_point(field_set_allocated:caffe.SolverParameter.type) -} - -// optional float delta = 31 [default = 1e-08]; -inline bool SolverParameter::has_delta() const { - return (_has_bits_[1] & 0x00000004u) != 0; -} -inline void SolverParameter::set_has_delta() { - _has_bits_[1] |= 0x00000004u; -} -inline void SolverParameter::clear_has_delta() { - _has_bits_[1] &= ~0x00000004u; -} -inline void SolverParameter::clear_delta() { - delta_ = 1e-08f; - clear_has_delta(); -} -inline float SolverParameter::delta() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.delta) - return delta_; -} -inline void SolverParameter::set_delta(float value) { - set_has_delta(); - delta_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.delta) -} - -// optional float momentum2 = 39 [default = 0.999]; -inline bool SolverParameter::has_momentum2() const { - return (_has_bits_[1] & 0x00000008u) != 0; -} -inline void SolverParameter::set_has_momentum2() { - _has_bits_[1] |= 0x00000008u; -} -inline void SolverParameter::clear_has_momentum2() { - _has_bits_[1] &= ~0x00000008u; -} -inline void SolverParameter::clear_momentum2() { - momentum2_ = 0.999f; - clear_has_momentum2(); -} -inline float SolverParameter::momentum2() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.momentum2) - return momentum2_; -} -inline void SolverParameter::set_momentum2(float value) { - set_has_momentum2(); - momentum2_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.momentum2) -} - -// optional float rms_decay = 38 [default = 0.99]; -inline bool SolverParameter::has_rms_decay() const { - return (_has_bits_[1] & 0x00000010u) != 0; -} -inline void SolverParameter::set_has_rms_decay() { - _has_bits_[1] |= 0x00000010u; -} -inline void SolverParameter::clear_has_rms_decay() { - _has_bits_[1] &= ~0x00000010u; -} -inline void SolverParameter::clear_rms_decay() { - rms_decay_ = 0.99f; - clear_has_rms_decay(); -} -inline float SolverParameter::rms_decay() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.rms_decay) - return rms_decay_; -} -inline void SolverParameter::set_rms_decay(float value) { - set_has_rms_decay(); - rms_decay_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.rms_decay) -} - -// optional bool debug_info = 23 [default = false]; -inline bool SolverParameter::has_debug_info() const { - return (_has_bits_[1] & 0x00000020u) != 0; -} -inline void SolverParameter::set_has_debug_info() { - _has_bits_[1] |= 0x00000020u; -} -inline void SolverParameter::clear_has_debug_info() { - _has_bits_[1] &= ~0x00000020u; -} -inline void SolverParameter::clear_debug_info() { - debug_info_ = false; - clear_has_debug_info(); -} -inline bool SolverParameter::debug_info() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.debug_info) - return debug_info_; -} -inline void SolverParameter::set_debug_info(bool value) { - set_has_debug_info(); - debug_info_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.debug_info) -} - -// optional bool snapshot_after_train = 28 [default = true]; -inline bool SolverParameter::has_snapshot_after_train() const { - return (_has_bits_[1] & 0x00000040u) != 0; -} -inline void SolverParameter::set_has_snapshot_after_train() { - _has_bits_[1] |= 0x00000040u; -} -inline void SolverParameter::clear_has_snapshot_after_train() { - _has_bits_[1] &= ~0x00000040u; -} -inline void SolverParameter::clear_snapshot_after_train() { - snapshot_after_train_ = true; - clear_has_snapshot_after_train(); -} -inline bool SolverParameter::snapshot_after_train() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.snapshot_after_train) - return snapshot_after_train_; -} -inline void SolverParameter::set_snapshot_after_train(bool value) { - set_has_snapshot_after_train(); - snapshot_after_train_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.snapshot_after_train) -} - -// optional .caffe.SolverParameter.SolverType solver_type = 30 [default = SGD]; -inline bool SolverParameter::has_solver_type() const { - return (_has_bits_[1] & 0x00000080u) != 0; -} -inline void SolverParameter::set_has_solver_type() { - _has_bits_[1] |= 0x00000080u; -} -inline void SolverParameter::clear_has_solver_type() { - _has_bits_[1] &= ~0x00000080u; -} -inline void SolverParameter::clear_solver_type() { - solver_type_ = 0; - clear_has_solver_type(); -} -inline ::caffe::SolverParameter_SolverType SolverParameter::solver_type() const { - // @@protoc_insertion_point(field_get:caffe.SolverParameter.solver_type) - return static_cast< ::caffe::SolverParameter_SolverType >(solver_type_); -} -inline void SolverParameter::set_solver_type(::caffe::SolverParameter_SolverType value) { - assert(::caffe::SolverParameter_SolverType_IsValid(value)); - set_has_solver_type(); - solver_type_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverParameter.solver_type) -} - -inline const SolverParameter* SolverParameter::internal_default_instance() { - return &SolverParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// SolverState - -// optional int32 iter = 1; -inline bool SolverState::has_iter() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void SolverState::set_has_iter() { - _has_bits_[0] |= 0x00000001u; -} -inline void SolverState::clear_has_iter() { - _has_bits_[0] &= ~0x00000001u; -} -inline void SolverState::clear_iter() { - iter_ = 0; - clear_has_iter(); -} -inline ::google::protobuf::int32 SolverState::iter() const { - // @@protoc_insertion_point(field_get:caffe.SolverState.iter) - return iter_; -} -inline void SolverState::set_iter(::google::protobuf::int32 value) { - set_has_iter(); - iter_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverState.iter) -} - -// optional string learned_net = 2; -inline bool SolverState::has_learned_net() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void SolverState::set_has_learned_net() { - _has_bits_[0] |= 0x00000002u; -} -inline void SolverState::clear_has_learned_net() { - _has_bits_[0] &= ~0x00000002u; -} -inline void SolverState::clear_learned_net() { - learned_net_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_learned_net(); -} -inline const ::std::string& SolverState::learned_net() const { - // @@protoc_insertion_point(field_get:caffe.SolverState.learned_net) - return learned_net_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void SolverState::set_learned_net(const ::std::string& value) { - set_has_learned_net(); - learned_net_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.SolverState.learned_net) -} -inline void SolverState::set_learned_net(const char* value) { - set_has_learned_net(); - learned_net_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.SolverState.learned_net) -} -inline void SolverState::set_learned_net(const char* value, size_t size) { - set_has_learned_net(); - learned_net_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.SolverState.learned_net) -} -inline ::std::string* SolverState::mutable_learned_net() { - set_has_learned_net(); - // @@protoc_insertion_point(field_mutable:caffe.SolverState.learned_net) - return learned_net_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline ::std::string* SolverState::release_learned_net() { - // @@protoc_insertion_point(field_release:caffe.SolverState.learned_net) - clear_has_learned_net(); - return learned_net_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void SolverState::set_allocated_learned_net(::std::string* learned_net) { - if (learned_net != NULL) { - set_has_learned_net(); - } else { - clear_has_learned_net(); - } - learned_net_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), learned_net); - // @@protoc_insertion_point(field_set_allocated:caffe.SolverState.learned_net) -} - -// repeated .caffe.BlobProto history = 3; -inline int SolverState::history_size() const { - return history_.size(); -} -inline void SolverState::clear_history() { - history_.Clear(); -} -inline const ::caffe::BlobProto& SolverState::history(int index) const { - // @@protoc_insertion_point(field_get:caffe.SolverState.history) - return history_.Get(index); -} -inline ::caffe::BlobProto* SolverState::mutable_history(int index) { - // @@protoc_insertion_point(field_mutable:caffe.SolverState.history) - return history_.Mutable(index); -} -inline ::caffe::BlobProto* SolverState::add_history() { - // @@protoc_insertion_point(field_add:caffe.SolverState.history) - return history_.Add(); -} -inline ::google::protobuf::RepeatedPtrField< ::caffe::BlobProto >* -SolverState::mutable_history() { - // @@protoc_insertion_point(field_mutable_list:caffe.SolverState.history) - return &history_; -} -inline const ::google::protobuf::RepeatedPtrField< ::caffe::BlobProto >& -SolverState::history() const { - // @@protoc_insertion_point(field_list:caffe.SolverState.history) - return history_; -} - -// optional int32 current_step = 4 [default = 0]; -inline bool SolverState::has_current_step() const { - return (_has_bits_[0] & 0x00000008u) != 0; -} -inline void SolverState::set_has_current_step() { - _has_bits_[0] |= 0x00000008u; -} -inline void SolverState::clear_has_current_step() { - _has_bits_[0] &= ~0x00000008u; -} -inline void SolverState::clear_current_step() { - current_step_ = 0; - clear_has_current_step(); -} -inline ::google::protobuf::int32 SolverState::current_step() const { - // @@protoc_insertion_point(field_get:caffe.SolverState.current_step) - return current_step_; -} -inline void SolverState::set_current_step(::google::protobuf::int32 value) { - set_has_current_step(); - current_step_ = value; - // @@protoc_insertion_point(field_set:caffe.SolverState.current_step) -} - -inline const SolverState* SolverState::internal_default_instance() { - return &SolverState_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// NetState - -// optional .caffe.Phase phase = 1 [default = TEST]; -inline bool NetState::has_phase() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void NetState::set_has_phase() { - _has_bits_[0] |= 0x00000001u; -} -inline void NetState::clear_has_phase() { - _has_bits_[0] &= ~0x00000001u; -} -inline void NetState::clear_phase() { - phase_ = 1; - clear_has_phase(); -} -inline ::caffe::Phase NetState::phase() const { - // @@protoc_insertion_point(field_get:caffe.NetState.phase) - return static_cast< ::caffe::Phase >(phase_); -} -inline void NetState::set_phase(::caffe::Phase value) { - assert(::caffe::Phase_IsValid(value)); - set_has_phase(); - phase_ = value; - // @@protoc_insertion_point(field_set:caffe.NetState.phase) -} - -// optional int32 level = 2 [default = 0]; -inline bool NetState::has_level() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void NetState::set_has_level() { - _has_bits_[0] |= 0x00000002u; -} -inline void NetState::clear_has_level() { - _has_bits_[0] &= ~0x00000002u; -} -inline void NetState::clear_level() { - level_ = 0; - clear_has_level(); -} -inline ::google::protobuf::int32 NetState::level() const { - // @@protoc_insertion_point(field_get:caffe.NetState.level) - return level_; -} -inline void NetState::set_level(::google::protobuf::int32 value) { - set_has_level(); - level_ = value; - // @@protoc_insertion_point(field_set:caffe.NetState.level) -} - -// repeated string stage = 3; -inline int NetState::stage_size() const { - return stage_.size(); -} -inline void NetState::clear_stage() { - stage_.Clear(); -} -inline const ::std::string& NetState::stage(int index) const { - // @@protoc_insertion_point(field_get:caffe.NetState.stage) - return stage_.Get(index); -} -inline ::std::string* NetState::mutable_stage(int index) { - // @@protoc_insertion_point(field_mutable:caffe.NetState.stage) - return stage_.Mutable(index); -} -inline void NetState::set_stage(int index, const ::std::string& value) { - // @@protoc_insertion_point(field_set:caffe.NetState.stage) - stage_.Mutable(index)->assign(value); -} -inline void NetState::set_stage(int index, const char* value) { - stage_.Mutable(index)->assign(value); - // @@protoc_insertion_point(field_set_char:caffe.NetState.stage) -} -inline void NetState::set_stage(int index, const char* value, size_t size) { - stage_.Mutable(index)->assign( - reinterpret_cast(value), size); - // @@protoc_insertion_point(field_set_pointer:caffe.NetState.stage) -} -inline ::std::string* NetState::add_stage() { - // @@protoc_insertion_point(field_add_mutable:caffe.NetState.stage) - return stage_.Add(); -} -inline void NetState::add_stage(const ::std::string& value) { - stage_.Add()->assign(value); - // @@protoc_insertion_point(field_add:caffe.NetState.stage) -} -inline void NetState::add_stage(const char* value) { - stage_.Add()->assign(value); - // @@protoc_insertion_point(field_add_char:caffe.NetState.stage) -} -inline void NetState::add_stage(const char* value, size_t size) { - stage_.Add()->assign(reinterpret_cast(value), size); - // @@protoc_insertion_point(field_add_pointer:caffe.NetState.stage) -} -inline const ::google::protobuf::RepeatedPtrField< ::std::string>& -NetState::stage() const { - // @@protoc_insertion_point(field_list:caffe.NetState.stage) - return stage_; -} -inline ::google::protobuf::RepeatedPtrField< ::std::string>* -NetState::mutable_stage() { - // @@protoc_insertion_point(field_mutable_list:caffe.NetState.stage) - return &stage_; -} - -inline const NetState* NetState::internal_default_instance() { - return &NetState_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// NetStateRule - -// optional .caffe.Phase phase = 1; -inline bool NetStateRule::has_phase() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void NetStateRule::set_has_phase() { - _has_bits_[0] |= 0x00000001u; -} -inline void NetStateRule::clear_has_phase() { - _has_bits_[0] &= ~0x00000001u; -} -inline void NetStateRule::clear_phase() { - phase_ = 0; - clear_has_phase(); -} -inline ::caffe::Phase NetStateRule::phase() const { - // @@protoc_insertion_point(field_get:caffe.NetStateRule.phase) - return static_cast< ::caffe::Phase >(phase_); -} -inline void NetStateRule::set_phase(::caffe::Phase value) { - assert(::caffe::Phase_IsValid(value)); - set_has_phase(); - phase_ = value; - // @@protoc_insertion_point(field_set:caffe.NetStateRule.phase) -} - -// optional int32 min_level = 2; -inline bool NetStateRule::has_min_level() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void NetStateRule::set_has_min_level() { - _has_bits_[0] |= 0x00000002u; -} -inline void NetStateRule::clear_has_min_level() { - _has_bits_[0] &= ~0x00000002u; -} -inline void NetStateRule::clear_min_level() { - min_level_ = 0; - clear_has_min_level(); -} -inline ::google::protobuf::int32 NetStateRule::min_level() const { - // @@protoc_insertion_point(field_get:caffe.NetStateRule.min_level) - return min_level_; -} -inline void NetStateRule::set_min_level(::google::protobuf::int32 value) { - set_has_min_level(); - min_level_ = value; - // @@protoc_insertion_point(field_set:caffe.NetStateRule.min_level) -} - -// optional int32 max_level = 3; -inline bool NetStateRule::has_max_level() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -inline void NetStateRule::set_has_max_level() { - _has_bits_[0] |= 0x00000004u; -} -inline void NetStateRule::clear_has_max_level() { - _has_bits_[0] &= ~0x00000004u; -} -inline void NetStateRule::clear_max_level() { - max_level_ = 0; - clear_has_max_level(); -} -inline ::google::protobuf::int32 NetStateRule::max_level() const { - // @@protoc_insertion_point(field_get:caffe.NetStateRule.max_level) - return max_level_; -} -inline void NetStateRule::set_max_level(::google::protobuf::int32 value) { - set_has_max_level(); - max_level_ = value; - // @@protoc_insertion_point(field_set:caffe.NetStateRule.max_level) -} - -// repeated string stage = 4; -inline int NetStateRule::stage_size() const { - return stage_.size(); -} -inline void NetStateRule::clear_stage() { - stage_.Clear(); -} -inline const ::std::string& NetStateRule::stage(int index) const { - // @@protoc_insertion_point(field_get:caffe.NetStateRule.stage) - return stage_.Get(index); -} -inline ::std::string* NetStateRule::mutable_stage(int index) { - // @@protoc_insertion_point(field_mutable:caffe.NetStateRule.stage) - return stage_.Mutable(index); -} -inline void NetStateRule::set_stage(int index, const ::std::string& value) { - // @@protoc_insertion_point(field_set:caffe.NetStateRule.stage) - stage_.Mutable(index)->assign(value); -} -inline void NetStateRule::set_stage(int index, const char* value) { - stage_.Mutable(index)->assign(value); - // @@protoc_insertion_point(field_set_char:caffe.NetStateRule.stage) -} -inline void NetStateRule::set_stage(int index, const char* value, size_t size) { - stage_.Mutable(index)->assign( - reinterpret_cast(value), size); - // @@protoc_insertion_point(field_set_pointer:caffe.NetStateRule.stage) -} -inline ::std::string* NetStateRule::add_stage() { - // @@protoc_insertion_point(field_add_mutable:caffe.NetStateRule.stage) - return stage_.Add(); -} -inline void NetStateRule::add_stage(const ::std::string& value) { - stage_.Add()->assign(value); - // @@protoc_insertion_point(field_add:caffe.NetStateRule.stage) -} -inline void NetStateRule::add_stage(const char* value) { - stage_.Add()->assign(value); - // @@protoc_insertion_point(field_add_char:caffe.NetStateRule.stage) -} -inline void NetStateRule::add_stage(const char* value, size_t size) { - stage_.Add()->assign(reinterpret_cast(value), size); - // @@protoc_insertion_point(field_add_pointer:caffe.NetStateRule.stage) -} -inline const ::google::protobuf::RepeatedPtrField< ::std::string>& -NetStateRule::stage() const { - // @@protoc_insertion_point(field_list:caffe.NetStateRule.stage) - return stage_; -} -inline ::google::protobuf::RepeatedPtrField< ::std::string>* -NetStateRule::mutable_stage() { - // @@protoc_insertion_point(field_mutable_list:caffe.NetStateRule.stage) - return &stage_; -} - -// repeated string not_stage = 5; -inline int NetStateRule::not_stage_size() const { - return not_stage_.size(); -} -inline void NetStateRule::clear_not_stage() { - not_stage_.Clear(); -} -inline const ::std::string& NetStateRule::not_stage(int index) const { - // @@protoc_insertion_point(field_get:caffe.NetStateRule.not_stage) - return not_stage_.Get(index); -} -inline ::std::string* NetStateRule::mutable_not_stage(int index) { - // @@protoc_insertion_point(field_mutable:caffe.NetStateRule.not_stage) - return not_stage_.Mutable(index); -} -inline void NetStateRule::set_not_stage(int index, const ::std::string& value) { - // @@protoc_insertion_point(field_set:caffe.NetStateRule.not_stage) - not_stage_.Mutable(index)->assign(value); -} -inline void NetStateRule::set_not_stage(int index, const char* value) { - not_stage_.Mutable(index)->assign(value); - // @@protoc_insertion_point(field_set_char:caffe.NetStateRule.not_stage) -} -inline void NetStateRule::set_not_stage(int index, const char* value, size_t size) { - not_stage_.Mutable(index)->assign( - reinterpret_cast(value), size); - // @@protoc_insertion_point(field_set_pointer:caffe.NetStateRule.not_stage) -} -inline ::std::string* NetStateRule::add_not_stage() { - // @@protoc_insertion_point(field_add_mutable:caffe.NetStateRule.not_stage) - return not_stage_.Add(); -} -inline void NetStateRule::add_not_stage(const ::std::string& value) { - not_stage_.Add()->assign(value); - // @@protoc_insertion_point(field_add:caffe.NetStateRule.not_stage) -} -inline void NetStateRule::add_not_stage(const char* value) { - not_stage_.Add()->assign(value); - // @@protoc_insertion_point(field_add_char:caffe.NetStateRule.not_stage) -} -inline void NetStateRule::add_not_stage(const char* value, size_t size) { - not_stage_.Add()->assign(reinterpret_cast(value), size); - // @@protoc_insertion_point(field_add_pointer:caffe.NetStateRule.not_stage) -} -inline const ::google::protobuf::RepeatedPtrField< ::std::string>& -NetStateRule::not_stage() const { - // @@protoc_insertion_point(field_list:caffe.NetStateRule.not_stage) - return not_stage_; -} -inline ::google::protobuf::RepeatedPtrField< ::std::string>* -NetStateRule::mutable_not_stage() { - // @@protoc_insertion_point(field_mutable_list:caffe.NetStateRule.not_stage) - return ¬_stage_; -} - -inline const NetStateRule* NetStateRule::internal_default_instance() { - return &NetStateRule_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// ParamSpec - -// optional string name = 1; -inline bool ParamSpec::has_name() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void ParamSpec::set_has_name() { - _has_bits_[0] |= 0x00000001u; -} -inline void ParamSpec::clear_has_name() { - _has_bits_[0] &= ~0x00000001u; -} -inline void ParamSpec::clear_name() { - name_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_name(); -} -inline const ::std::string& ParamSpec::name() const { - // @@protoc_insertion_point(field_get:caffe.ParamSpec.name) - return name_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void ParamSpec::set_name(const ::std::string& value) { - set_has_name(); - name_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.ParamSpec.name) -} -inline void ParamSpec::set_name(const char* value) { - set_has_name(); - name_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.ParamSpec.name) -} -inline void ParamSpec::set_name(const char* value, size_t size) { - set_has_name(); - name_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.ParamSpec.name) -} -inline ::std::string* ParamSpec::mutable_name() { - set_has_name(); - // @@protoc_insertion_point(field_mutable:caffe.ParamSpec.name) - return name_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline ::std::string* ParamSpec::release_name() { - // @@protoc_insertion_point(field_release:caffe.ParamSpec.name) - clear_has_name(); - return name_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void ParamSpec::set_allocated_name(::std::string* name) { - if (name != NULL) { - set_has_name(); - } else { - clear_has_name(); - } - name_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), name); - // @@protoc_insertion_point(field_set_allocated:caffe.ParamSpec.name) -} - -// optional .caffe.ParamSpec.DimCheckMode share_mode = 2; -inline bool ParamSpec::has_share_mode() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void ParamSpec::set_has_share_mode() { - _has_bits_[0] |= 0x00000002u; -} -inline void ParamSpec::clear_has_share_mode() { - _has_bits_[0] &= ~0x00000002u; -} -inline void ParamSpec::clear_share_mode() { - share_mode_ = 0; - clear_has_share_mode(); -} -inline ::caffe::ParamSpec_DimCheckMode ParamSpec::share_mode() const { - // @@protoc_insertion_point(field_get:caffe.ParamSpec.share_mode) - return static_cast< ::caffe::ParamSpec_DimCheckMode >(share_mode_); -} -inline void ParamSpec::set_share_mode(::caffe::ParamSpec_DimCheckMode value) { - assert(::caffe::ParamSpec_DimCheckMode_IsValid(value)); - set_has_share_mode(); - share_mode_ = value; - // @@protoc_insertion_point(field_set:caffe.ParamSpec.share_mode) -} - -// optional float lr_mult = 3 [default = 1]; -inline bool ParamSpec::has_lr_mult() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -inline void ParamSpec::set_has_lr_mult() { - _has_bits_[0] |= 0x00000004u; -} -inline void ParamSpec::clear_has_lr_mult() { - _has_bits_[0] &= ~0x00000004u; -} -inline void ParamSpec::clear_lr_mult() { - lr_mult_ = 1; - clear_has_lr_mult(); -} -inline float ParamSpec::lr_mult() const { - // @@protoc_insertion_point(field_get:caffe.ParamSpec.lr_mult) - return lr_mult_; -} -inline void ParamSpec::set_lr_mult(float value) { - set_has_lr_mult(); - lr_mult_ = value; - // @@protoc_insertion_point(field_set:caffe.ParamSpec.lr_mult) -} - -// optional float decay_mult = 4 [default = 1]; -inline bool ParamSpec::has_decay_mult() const { - return (_has_bits_[0] & 0x00000008u) != 0; -} -inline void ParamSpec::set_has_decay_mult() { - _has_bits_[0] |= 0x00000008u; -} -inline void ParamSpec::clear_has_decay_mult() { - _has_bits_[0] &= ~0x00000008u; -} -inline void ParamSpec::clear_decay_mult() { - decay_mult_ = 1; - clear_has_decay_mult(); -} -inline float ParamSpec::decay_mult() const { - // @@protoc_insertion_point(field_get:caffe.ParamSpec.decay_mult) - return decay_mult_; -} -inline void ParamSpec::set_decay_mult(float value) { - set_has_decay_mult(); - decay_mult_ = value; - // @@protoc_insertion_point(field_set:caffe.ParamSpec.decay_mult) -} - -inline const ParamSpec* ParamSpec::internal_default_instance() { - return &ParamSpec_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// LayerParameter - -// optional string name = 1; -inline bool LayerParameter::has_name() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void LayerParameter::set_has_name() { - _has_bits_[0] |= 0x00000001u; -} -inline void LayerParameter::clear_has_name() { - _has_bits_[0] &= ~0x00000001u; -} -inline void LayerParameter::clear_name() { - name_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_name(); -} -inline const ::std::string& LayerParameter::name() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.name) - return name_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void LayerParameter::set_name(const ::std::string& value) { - set_has_name(); - name_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.LayerParameter.name) -} -inline void LayerParameter::set_name(const char* value) { - set_has_name(); - name_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.LayerParameter.name) -} -inline void LayerParameter::set_name(const char* value, size_t size) { - set_has_name(); - name_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.LayerParameter.name) -} -inline ::std::string* LayerParameter::mutable_name() { - set_has_name(); - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.name) - return name_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline ::std::string* LayerParameter::release_name() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.name) - clear_has_name(); - return name_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void LayerParameter::set_allocated_name(::std::string* name) { - if (name != NULL) { - set_has_name(); - } else { - clear_has_name(); - } - name_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), name); - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.name) -} - -// optional string type = 2; -inline bool LayerParameter::has_type() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void LayerParameter::set_has_type() { - _has_bits_[0] |= 0x00000002u; -} -inline void LayerParameter::clear_has_type() { - _has_bits_[0] &= ~0x00000002u; -} -inline void LayerParameter::clear_type() { - type_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_type(); -} -inline const ::std::string& LayerParameter::type() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.type) - return type_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void LayerParameter::set_type(const ::std::string& value) { - set_has_type(); - type_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.LayerParameter.type) -} -inline void LayerParameter::set_type(const char* value) { - set_has_type(); - type_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.LayerParameter.type) -} -inline void LayerParameter::set_type(const char* value, size_t size) { - set_has_type(); - type_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.LayerParameter.type) -} -inline ::std::string* LayerParameter::mutable_type() { - set_has_type(); - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.type) - return type_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline ::std::string* LayerParameter::release_type() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.type) - clear_has_type(); - return type_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void LayerParameter::set_allocated_type(::std::string* type) { - if (type != NULL) { - set_has_type(); - } else { - clear_has_type(); - } - type_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), type); - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.type) -} - -// repeated string bottom = 3; -inline int LayerParameter::bottom_size() const { - return bottom_.size(); -} -inline void LayerParameter::clear_bottom() { - bottom_.Clear(); -} -inline const ::std::string& LayerParameter::bottom(int index) const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.bottom) - return bottom_.Get(index); -} -inline ::std::string* LayerParameter::mutable_bottom(int index) { - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.bottom) - return bottom_.Mutable(index); -} -inline void LayerParameter::set_bottom(int index, const ::std::string& value) { - // @@protoc_insertion_point(field_set:caffe.LayerParameter.bottom) - bottom_.Mutable(index)->assign(value); -} -inline void LayerParameter::set_bottom(int index, const char* value) { - bottom_.Mutable(index)->assign(value); - // @@protoc_insertion_point(field_set_char:caffe.LayerParameter.bottom) -} -inline void LayerParameter::set_bottom(int index, const char* value, size_t size) { - bottom_.Mutable(index)->assign( - reinterpret_cast(value), size); - // @@protoc_insertion_point(field_set_pointer:caffe.LayerParameter.bottom) -} -inline ::std::string* LayerParameter::add_bottom() { - // @@protoc_insertion_point(field_add_mutable:caffe.LayerParameter.bottom) - return bottom_.Add(); -} -inline void LayerParameter::add_bottom(const ::std::string& value) { - bottom_.Add()->assign(value); - // @@protoc_insertion_point(field_add:caffe.LayerParameter.bottom) -} -inline void LayerParameter::add_bottom(const char* value) { - bottom_.Add()->assign(value); - // @@protoc_insertion_point(field_add_char:caffe.LayerParameter.bottom) -} -inline void LayerParameter::add_bottom(const char* value, size_t size) { - bottom_.Add()->assign(reinterpret_cast(value), size); - // @@protoc_insertion_point(field_add_pointer:caffe.LayerParameter.bottom) -} -inline const ::google::protobuf::RepeatedPtrField< ::std::string>& -LayerParameter::bottom() const { - // @@protoc_insertion_point(field_list:caffe.LayerParameter.bottom) - return bottom_; -} -inline ::google::protobuf::RepeatedPtrField< ::std::string>* -LayerParameter::mutable_bottom() { - // @@protoc_insertion_point(field_mutable_list:caffe.LayerParameter.bottom) - return &bottom_; -} - -// repeated string top = 4; -inline int LayerParameter::top_size() const { - return top_.size(); -} -inline void LayerParameter::clear_top() { - top_.Clear(); -} -inline const ::std::string& LayerParameter::top(int index) const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.top) - return top_.Get(index); -} -inline ::std::string* LayerParameter::mutable_top(int index) { - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.top) - return top_.Mutable(index); -} -inline void LayerParameter::set_top(int index, const ::std::string& value) { - // @@protoc_insertion_point(field_set:caffe.LayerParameter.top) - top_.Mutable(index)->assign(value); -} -inline void LayerParameter::set_top(int index, const char* value) { - top_.Mutable(index)->assign(value); - // @@protoc_insertion_point(field_set_char:caffe.LayerParameter.top) -} -inline void LayerParameter::set_top(int index, const char* value, size_t size) { - top_.Mutable(index)->assign( - reinterpret_cast(value), size); - // @@protoc_insertion_point(field_set_pointer:caffe.LayerParameter.top) -} -inline ::std::string* LayerParameter::add_top() { - // @@protoc_insertion_point(field_add_mutable:caffe.LayerParameter.top) - return top_.Add(); -} -inline void LayerParameter::add_top(const ::std::string& value) { - top_.Add()->assign(value); - // @@protoc_insertion_point(field_add:caffe.LayerParameter.top) -} -inline void LayerParameter::add_top(const char* value) { - top_.Add()->assign(value); - // @@protoc_insertion_point(field_add_char:caffe.LayerParameter.top) -} -inline void LayerParameter::add_top(const char* value, size_t size) { - top_.Add()->assign(reinterpret_cast(value), size); - // @@protoc_insertion_point(field_add_pointer:caffe.LayerParameter.top) -} -inline const ::google::protobuf::RepeatedPtrField< ::std::string>& -LayerParameter::top() const { - // @@protoc_insertion_point(field_list:caffe.LayerParameter.top) - return top_; -} -inline ::google::protobuf::RepeatedPtrField< ::std::string>* -LayerParameter::mutable_top() { - // @@protoc_insertion_point(field_mutable_list:caffe.LayerParameter.top) - return &top_; -} - -// optional .caffe.Phase phase = 10; -inline bool LayerParameter::has_phase() const { - return (_has_bits_[0] & 0x00000010u) != 0; -} -inline void LayerParameter::set_has_phase() { - _has_bits_[0] |= 0x00000010u; -} -inline void LayerParameter::clear_has_phase() { - _has_bits_[0] &= ~0x00000010u; -} -inline void LayerParameter::clear_phase() { - phase_ = 0; - clear_has_phase(); -} -inline ::caffe::Phase LayerParameter::phase() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.phase) - return static_cast< ::caffe::Phase >(phase_); -} -inline void LayerParameter::set_phase(::caffe::Phase value) { - assert(::caffe::Phase_IsValid(value)); - set_has_phase(); - phase_ = value; - // @@protoc_insertion_point(field_set:caffe.LayerParameter.phase) -} - -// repeated float loss_weight = 5; -inline int LayerParameter::loss_weight_size() const { - return loss_weight_.size(); -} -inline void LayerParameter::clear_loss_weight() { - loss_weight_.Clear(); -} -inline float LayerParameter::loss_weight(int index) const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.loss_weight) - return loss_weight_.Get(index); -} -inline void LayerParameter::set_loss_weight(int index, float value) { - loss_weight_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.LayerParameter.loss_weight) -} -inline void LayerParameter::add_loss_weight(float value) { - loss_weight_.Add(value); - // @@protoc_insertion_point(field_add:caffe.LayerParameter.loss_weight) -} -inline const ::google::protobuf::RepeatedField< float >& -LayerParameter::loss_weight() const { - // @@protoc_insertion_point(field_list:caffe.LayerParameter.loss_weight) - return loss_weight_; -} -inline ::google::protobuf::RepeatedField< float >* -LayerParameter::mutable_loss_weight() { - // @@protoc_insertion_point(field_mutable_list:caffe.LayerParameter.loss_weight) - return &loss_weight_; -} - -// repeated .caffe.ParamSpec param = 6; -inline int LayerParameter::param_size() const { - return param_.size(); -} -inline void LayerParameter::clear_param() { - param_.Clear(); -} -inline const ::caffe::ParamSpec& LayerParameter::param(int index) const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.param) - return param_.Get(index); -} -inline ::caffe::ParamSpec* LayerParameter::mutable_param(int index) { - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.param) - return param_.Mutable(index); -} -inline ::caffe::ParamSpec* LayerParameter::add_param() { - // @@protoc_insertion_point(field_add:caffe.LayerParameter.param) - return param_.Add(); -} -inline ::google::protobuf::RepeatedPtrField< ::caffe::ParamSpec >* -LayerParameter::mutable_param() { - // @@protoc_insertion_point(field_mutable_list:caffe.LayerParameter.param) - return ¶m_; -} -inline const ::google::protobuf::RepeatedPtrField< ::caffe::ParamSpec >& -LayerParameter::param() const { - // @@protoc_insertion_point(field_list:caffe.LayerParameter.param) - return param_; -} - -// repeated .caffe.BlobProto blobs = 7; -inline int LayerParameter::blobs_size() const { - return blobs_.size(); -} -inline void LayerParameter::clear_blobs() { - blobs_.Clear(); -} -inline const ::caffe::BlobProto& LayerParameter::blobs(int index) const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.blobs) - return blobs_.Get(index); -} -inline ::caffe::BlobProto* LayerParameter::mutable_blobs(int index) { - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.blobs) - return blobs_.Mutable(index); -} -inline ::caffe::BlobProto* LayerParameter::add_blobs() { - // @@protoc_insertion_point(field_add:caffe.LayerParameter.blobs) - return blobs_.Add(); -} -inline ::google::protobuf::RepeatedPtrField< ::caffe::BlobProto >* -LayerParameter::mutable_blobs() { - // @@protoc_insertion_point(field_mutable_list:caffe.LayerParameter.blobs) - return &blobs_; -} -inline const ::google::protobuf::RepeatedPtrField< ::caffe::BlobProto >& -LayerParameter::blobs() const { - // @@protoc_insertion_point(field_list:caffe.LayerParameter.blobs) - return blobs_; -} - -// repeated bool propagate_down = 11; -inline int LayerParameter::propagate_down_size() const { - return propagate_down_.size(); -} -inline void LayerParameter::clear_propagate_down() { - propagate_down_.Clear(); -} -inline bool LayerParameter::propagate_down(int index) const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.propagate_down) - return propagate_down_.Get(index); -} -inline void LayerParameter::set_propagate_down(int index, bool value) { - propagate_down_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.LayerParameter.propagate_down) -} -inline void LayerParameter::add_propagate_down(bool value) { - propagate_down_.Add(value); - // @@protoc_insertion_point(field_add:caffe.LayerParameter.propagate_down) -} -inline const ::google::protobuf::RepeatedField< bool >& -LayerParameter::propagate_down() const { - // @@protoc_insertion_point(field_list:caffe.LayerParameter.propagate_down) - return propagate_down_; -} -inline ::google::protobuf::RepeatedField< bool >* -LayerParameter::mutable_propagate_down() { - // @@protoc_insertion_point(field_mutable_list:caffe.LayerParameter.propagate_down) - return &propagate_down_; -} - -// repeated .caffe.NetStateRule include = 8; -inline int LayerParameter::include_size() const { - return include_.size(); -} -inline void LayerParameter::clear_include() { - include_.Clear(); -} -inline const ::caffe::NetStateRule& LayerParameter::include(int index) const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.include) - return include_.Get(index); -} -inline ::caffe::NetStateRule* LayerParameter::mutable_include(int index) { - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.include) - return include_.Mutable(index); -} -inline ::caffe::NetStateRule* LayerParameter::add_include() { - // @@protoc_insertion_point(field_add:caffe.LayerParameter.include) - return include_.Add(); -} -inline ::google::protobuf::RepeatedPtrField< ::caffe::NetStateRule >* -LayerParameter::mutable_include() { - // @@protoc_insertion_point(field_mutable_list:caffe.LayerParameter.include) - return &include_; -} -inline const ::google::protobuf::RepeatedPtrField< ::caffe::NetStateRule >& -LayerParameter::include() const { - // @@protoc_insertion_point(field_list:caffe.LayerParameter.include) - return include_; -} - -// repeated .caffe.NetStateRule exclude = 9; -inline int LayerParameter::exclude_size() const { - return exclude_.size(); -} -inline void LayerParameter::clear_exclude() { - exclude_.Clear(); -} -inline const ::caffe::NetStateRule& LayerParameter::exclude(int index) const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.exclude) - return exclude_.Get(index); -} -inline ::caffe::NetStateRule* LayerParameter::mutable_exclude(int index) { - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.exclude) - return exclude_.Mutable(index); -} -inline ::caffe::NetStateRule* LayerParameter::add_exclude() { - // @@protoc_insertion_point(field_add:caffe.LayerParameter.exclude) - return exclude_.Add(); -} -inline ::google::protobuf::RepeatedPtrField< ::caffe::NetStateRule >* -LayerParameter::mutable_exclude() { - // @@protoc_insertion_point(field_mutable_list:caffe.LayerParameter.exclude) - return &exclude_; -} -inline const ::google::protobuf::RepeatedPtrField< ::caffe::NetStateRule >& -LayerParameter::exclude() const { - // @@protoc_insertion_point(field_list:caffe.LayerParameter.exclude) - return exclude_; -} - -// optional .caffe.TransformationParameter transform_param = 100; -inline bool LayerParameter::has_transform_param() const { - return (_has_bits_[0] & 0x00000800u) != 0; -} -inline void LayerParameter::set_has_transform_param() { - _has_bits_[0] |= 0x00000800u; -} -inline void LayerParameter::clear_has_transform_param() { - _has_bits_[0] &= ~0x00000800u; -} -inline void LayerParameter::clear_transform_param() { - if (transform_param_ != NULL) transform_param_->::caffe::TransformationParameter::Clear(); - clear_has_transform_param(); -} -inline const ::caffe::TransformationParameter& LayerParameter::transform_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.transform_param) - return transform_param_ != NULL ? *transform_param_ - : *::caffe::TransformationParameter::internal_default_instance(); -} -inline ::caffe::TransformationParameter* LayerParameter::mutable_transform_param() { - set_has_transform_param(); - if (transform_param_ == NULL) { - transform_param_ = new ::caffe::TransformationParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.transform_param) - return transform_param_; -} -inline ::caffe::TransformationParameter* LayerParameter::release_transform_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.transform_param) - clear_has_transform_param(); - ::caffe::TransformationParameter* temp = transform_param_; - transform_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_transform_param(::caffe::TransformationParameter* transform_param) { - delete transform_param_; - transform_param_ = transform_param; - if (transform_param) { - set_has_transform_param(); - } else { - clear_has_transform_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.transform_param) -} - -// optional .caffe.LossParameter loss_param = 101; -inline bool LayerParameter::has_loss_param() const { - return (_has_bits_[0] & 0x00001000u) != 0; -} -inline void LayerParameter::set_has_loss_param() { - _has_bits_[0] |= 0x00001000u; -} -inline void LayerParameter::clear_has_loss_param() { - _has_bits_[0] &= ~0x00001000u; -} -inline void LayerParameter::clear_loss_param() { - if (loss_param_ != NULL) loss_param_->::caffe::LossParameter::Clear(); - clear_has_loss_param(); -} -inline const ::caffe::LossParameter& LayerParameter::loss_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.loss_param) - return loss_param_ != NULL ? *loss_param_ - : *::caffe::LossParameter::internal_default_instance(); -} -inline ::caffe::LossParameter* LayerParameter::mutable_loss_param() { - set_has_loss_param(); - if (loss_param_ == NULL) { - loss_param_ = new ::caffe::LossParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.loss_param) - return loss_param_; -} -inline ::caffe::LossParameter* LayerParameter::release_loss_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.loss_param) - clear_has_loss_param(); - ::caffe::LossParameter* temp = loss_param_; - loss_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_loss_param(::caffe::LossParameter* loss_param) { - delete loss_param_; - loss_param_ = loss_param; - if (loss_param) { - set_has_loss_param(); - } else { - clear_has_loss_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.loss_param) -} - -// optional .caffe.AccuracyParameter accuracy_param = 102; -inline bool LayerParameter::has_accuracy_param() const { - return (_has_bits_[0] & 0x00002000u) != 0; -} -inline void LayerParameter::set_has_accuracy_param() { - _has_bits_[0] |= 0x00002000u; -} -inline void LayerParameter::clear_has_accuracy_param() { - _has_bits_[0] &= ~0x00002000u; -} -inline void LayerParameter::clear_accuracy_param() { - if (accuracy_param_ != NULL) accuracy_param_->::caffe::AccuracyParameter::Clear(); - clear_has_accuracy_param(); -} -inline const ::caffe::AccuracyParameter& LayerParameter::accuracy_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.accuracy_param) - return accuracy_param_ != NULL ? *accuracy_param_ - : *::caffe::AccuracyParameter::internal_default_instance(); -} -inline ::caffe::AccuracyParameter* LayerParameter::mutable_accuracy_param() { - set_has_accuracy_param(); - if (accuracy_param_ == NULL) { - accuracy_param_ = new ::caffe::AccuracyParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.accuracy_param) - return accuracy_param_; -} -inline ::caffe::AccuracyParameter* LayerParameter::release_accuracy_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.accuracy_param) - clear_has_accuracy_param(); - ::caffe::AccuracyParameter* temp = accuracy_param_; - accuracy_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_accuracy_param(::caffe::AccuracyParameter* accuracy_param) { - delete accuracy_param_; - accuracy_param_ = accuracy_param; - if (accuracy_param) { - set_has_accuracy_param(); - } else { - clear_has_accuracy_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.accuracy_param) -} - -// optional .caffe.ArgMaxParameter argmax_param = 103; -inline bool LayerParameter::has_argmax_param() const { - return (_has_bits_[0] & 0x00004000u) != 0; -} -inline void LayerParameter::set_has_argmax_param() { - _has_bits_[0] |= 0x00004000u; -} -inline void LayerParameter::clear_has_argmax_param() { - _has_bits_[0] &= ~0x00004000u; -} -inline void LayerParameter::clear_argmax_param() { - if (argmax_param_ != NULL) argmax_param_->::caffe::ArgMaxParameter::Clear(); - clear_has_argmax_param(); -} -inline const ::caffe::ArgMaxParameter& LayerParameter::argmax_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.argmax_param) - return argmax_param_ != NULL ? *argmax_param_ - : *::caffe::ArgMaxParameter::internal_default_instance(); -} -inline ::caffe::ArgMaxParameter* LayerParameter::mutable_argmax_param() { - set_has_argmax_param(); - if (argmax_param_ == NULL) { - argmax_param_ = new ::caffe::ArgMaxParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.argmax_param) - return argmax_param_; -} -inline ::caffe::ArgMaxParameter* LayerParameter::release_argmax_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.argmax_param) - clear_has_argmax_param(); - ::caffe::ArgMaxParameter* temp = argmax_param_; - argmax_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_argmax_param(::caffe::ArgMaxParameter* argmax_param) { - delete argmax_param_; - argmax_param_ = argmax_param; - if (argmax_param) { - set_has_argmax_param(); - } else { - clear_has_argmax_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.argmax_param) -} - -// optional .caffe.BatchNormParameter batch_norm_param = 139; -inline bool LayerParameter::has_batch_norm_param() const { - return (_has_bits_[0] & 0x00008000u) != 0; -} -inline void LayerParameter::set_has_batch_norm_param() { - _has_bits_[0] |= 0x00008000u; -} -inline void LayerParameter::clear_has_batch_norm_param() { - _has_bits_[0] &= ~0x00008000u; -} -inline void LayerParameter::clear_batch_norm_param() { - if (batch_norm_param_ != NULL) batch_norm_param_->::caffe::BatchNormParameter::Clear(); - clear_has_batch_norm_param(); -} -inline const ::caffe::BatchNormParameter& LayerParameter::batch_norm_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.batch_norm_param) - return batch_norm_param_ != NULL ? *batch_norm_param_ - : *::caffe::BatchNormParameter::internal_default_instance(); -} -inline ::caffe::BatchNormParameter* LayerParameter::mutable_batch_norm_param() { - set_has_batch_norm_param(); - if (batch_norm_param_ == NULL) { - batch_norm_param_ = new ::caffe::BatchNormParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.batch_norm_param) - return batch_norm_param_; -} -inline ::caffe::BatchNormParameter* LayerParameter::release_batch_norm_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.batch_norm_param) - clear_has_batch_norm_param(); - ::caffe::BatchNormParameter* temp = batch_norm_param_; - batch_norm_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_batch_norm_param(::caffe::BatchNormParameter* batch_norm_param) { - delete batch_norm_param_; - batch_norm_param_ = batch_norm_param; - if (batch_norm_param) { - set_has_batch_norm_param(); - } else { - clear_has_batch_norm_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.batch_norm_param) -} - -// optional .caffe.BiasParameter bias_param = 141; -inline bool LayerParameter::has_bias_param() const { - return (_has_bits_[0] & 0x00010000u) != 0; -} -inline void LayerParameter::set_has_bias_param() { - _has_bits_[0] |= 0x00010000u; -} -inline void LayerParameter::clear_has_bias_param() { - _has_bits_[0] &= ~0x00010000u; -} -inline void LayerParameter::clear_bias_param() { - if (bias_param_ != NULL) bias_param_->::caffe::BiasParameter::Clear(); - clear_has_bias_param(); -} -inline const ::caffe::BiasParameter& LayerParameter::bias_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.bias_param) - return bias_param_ != NULL ? *bias_param_ - : *::caffe::BiasParameter::internal_default_instance(); -} -inline ::caffe::BiasParameter* LayerParameter::mutable_bias_param() { - set_has_bias_param(); - if (bias_param_ == NULL) { - bias_param_ = new ::caffe::BiasParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.bias_param) - return bias_param_; -} -inline ::caffe::BiasParameter* LayerParameter::release_bias_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.bias_param) - clear_has_bias_param(); - ::caffe::BiasParameter* temp = bias_param_; - bias_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_bias_param(::caffe::BiasParameter* bias_param) { - delete bias_param_; - bias_param_ = bias_param; - if (bias_param) { - set_has_bias_param(); - } else { - clear_has_bias_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.bias_param) -} - -// optional .caffe.ConcatParameter concat_param = 104; -inline bool LayerParameter::has_concat_param() const { - return (_has_bits_[0] & 0x00020000u) != 0; -} -inline void LayerParameter::set_has_concat_param() { - _has_bits_[0] |= 0x00020000u; -} -inline void LayerParameter::clear_has_concat_param() { - _has_bits_[0] &= ~0x00020000u; -} -inline void LayerParameter::clear_concat_param() { - if (concat_param_ != NULL) concat_param_->::caffe::ConcatParameter::Clear(); - clear_has_concat_param(); -} -inline const ::caffe::ConcatParameter& LayerParameter::concat_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.concat_param) - return concat_param_ != NULL ? *concat_param_ - : *::caffe::ConcatParameter::internal_default_instance(); -} -inline ::caffe::ConcatParameter* LayerParameter::mutable_concat_param() { - set_has_concat_param(); - if (concat_param_ == NULL) { - concat_param_ = new ::caffe::ConcatParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.concat_param) - return concat_param_; -} -inline ::caffe::ConcatParameter* LayerParameter::release_concat_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.concat_param) - clear_has_concat_param(); - ::caffe::ConcatParameter* temp = concat_param_; - concat_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_concat_param(::caffe::ConcatParameter* concat_param) { - delete concat_param_; - concat_param_ = concat_param; - if (concat_param) { - set_has_concat_param(); - } else { - clear_has_concat_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.concat_param) -} - -// optional .caffe.ContrastiveLossParameter contrastive_loss_param = 105; -inline bool LayerParameter::has_contrastive_loss_param() const { - return (_has_bits_[0] & 0x00040000u) != 0; -} -inline void LayerParameter::set_has_contrastive_loss_param() { - _has_bits_[0] |= 0x00040000u; -} -inline void LayerParameter::clear_has_contrastive_loss_param() { - _has_bits_[0] &= ~0x00040000u; -} -inline void LayerParameter::clear_contrastive_loss_param() { - if (contrastive_loss_param_ != NULL) contrastive_loss_param_->::caffe::ContrastiveLossParameter::Clear(); - clear_has_contrastive_loss_param(); -} -inline const ::caffe::ContrastiveLossParameter& LayerParameter::contrastive_loss_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.contrastive_loss_param) - return contrastive_loss_param_ != NULL ? *contrastive_loss_param_ - : *::caffe::ContrastiveLossParameter::internal_default_instance(); -} -inline ::caffe::ContrastiveLossParameter* LayerParameter::mutable_contrastive_loss_param() { - set_has_contrastive_loss_param(); - if (contrastive_loss_param_ == NULL) { - contrastive_loss_param_ = new ::caffe::ContrastiveLossParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.contrastive_loss_param) - return contrastive_loss_param_; -} -inline ::caffe::ContrastiveLossParameter* LayerParameter::release_contrastive_loss_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.contrastive_loss_param) - clear_has_contrastive_loss_param(); - ::caffe::ContrastiveLossParameter* temp = contrastive_loss_param_; - contrastive_loss_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_contrastive_loss_param(::caffe::ContrastiveLossParameter* contrastive_loss_param) { - delete contrastive_loss_param_; - contrastive_loss_param_ = contrastive_loss_param; - if (contrastive_loss_param) { - set_has_contrastive_loss_param(); - } else { - clear_has_contrastive_loss_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.contrastive_loss_param) -} - -// optional .caffe.ConvolutionParameter convolution_param = 106; -inline bool LayerParameter::has_convolution_param() const { - return (_has_bits_[0] & 0x00080000u) != 0; -} -inline void LayerParameter::set_has_convolution_param() { - _has_bits_[0] |= 0x00080000u; -} -inline void LayerParameter::clear_has_convolution_param() { - _has_bits_[0] &= ~0x00080000u; -} -inline void LayerParameter::clear_convolution_param() { - if (convolution_param_ != NULL) convolution_param_->::caffe::ConvolutionParameter::Clear(); - clear_has_convolution_param(); -} -inline const ::caffe::ConvolutionParameter& LayerParameter::convolution_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.convolution_param) - return convolution_param_ != NULL ? *convolution_param_ - : *::caffe::ConvolutionParameter::internal_default_instance(); -} -inline ::caffe::ConvolutionParameter* LayerParameter::mutable_convolution_param() { - set_has_convolution_param(); - if (convolution_param_ == NULL) { - convolution_param_ = new ::caffe::ConvolutionParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.convolution_param) - return convolution_param_; -} -inline ::caffe::ConvolutionParameter* LayerParameter::release_convolution_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.convolution_param) - clear_has_convolution_param(); - ::caffe::ConvolutionParameter* temp = convolution_param_; - convolution_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_convolution_param(::caffe::ConvolutionParameter* convolution_param) { - delete convolution_param_; - convolution_param_ = convolution_param; - if (convolution_param) { - set_has_convolution_param(); - } else { - clear_has_convolution_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.convolution_param) -} - -// optional .caffe.CropParameter crop_param = 144; -inline bool LayerParameter::has_crop_param() const { - return (_has_bits_[0] & 0x00100000u) != 0; -} -inline void LayerParameter::set_has_crop_param() { - _has_bits_[0] |= 0x00100000u; -} -inline void LayerParameter::clear_has_crop_param() { - _has_bits_[0] &= ~0x00100000u; -} -inline void LayerParameter::clear_crop_param() { - if (crop_param_ != NULL) crop_param_->::caffe::CropParameter::Clear(); - clear_has_crop_param(); -} -inline const ::caffe::CropParameter& LayerParameter::crop_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.crop_param) - return crop_param_ != NULL ? *crop_param_ - : *::caffe::CropParameter::internal_default_instance(); -} -inline ::caffe::CropParameter* LayerParameter::mutable_crop_param() { - set_has_crop_param(); - if (crop_param_ == NULL) { - crop_param_ = new ::caffe::CropParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.crop_param) - return crop_param_; -} -inline ::caffe::CropParameter* LayerParameter::release_crop_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.crop_param) - clear_has_crop_param(); - ::caffe::CropParameter* temp = crop_param_; - crop_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_crop_param(::caffe::CropParameter* crop_param) { - delete crop_param_; - crop_param_ = crop_param; - if (crop_param) { - set_has_crop_param(); - } else { - clear_has_crop_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.crop_param) -} - -// optional .caffe.DataParameter data_param = 107; -inline bool LayerParameter::has_data_param() const { - return (_has_bits_[0] & 0x00200000u) != 0; -} -inline void LayerParameter::set_has_data_param() { - _has_bits_[0] |= 0x00200000u; -} -inline void LayerParameter::clear_has_data_param() { - _has_bits_[0] &= ~0x00200000u; -} -inline void LayerParameter::clear_data_param() { - if (data_param_ != NULL) data_param_->::caffe::DataParameter::Clear(); - clear_has_data_param(); -} -inline const ::caffe::DataParameter& LayerParameter::data_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.data_param) - return data_param_ != NULL ? *data_param_ - : *::caffe::DataParameter::internal_default_instance(); -} -inline ::caffe::DataParameter* LayerParameter::mutable_data_param() { - set_has_data_param(); - if (data_param_ == NULL) { - data_param_ = new ::caffe::DataParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.data_param) - return data_param_; -} -inline ::caffe::DataParameter* LayerParameter::release_data_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.data_param) - clear_has_data_param(); - ::caffe::DataParameter* temp = data_param_; - data_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_data_param(::caffe::DataParameter* data_param) { - delete data_param_; - data_param_ = data_param; - if (data_param) { - set_has_data_param(); - } else { - clear_has_data_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.data_param) -} - -// optional .caffe.DetectionOutputParameter detection_output_param = 147; -inline bool LayerParameter::has_detection_output_param() const { - return (_has_bits_[0] & 0x00400000u) != 0; -} -inline void LayerParameter::set_has_detection_output_param() { - _has_bits_[0] |= 0x00400000u; -} -inline void LayerParameter::clear_has_detection_output_param() { - _has_bits_[0] &= ~0x00400000u; -} -inline void LayerParameter::clear_detection_output_param() { - if (detection_output_param_ != NULL) detection_output_param_->::caffe::DetectionOutputParameter::Clear(); - clear_has_detection_output_param(); -} -inline const ::caffe::DetectionOutputParameter& LayerParameter::detection_output_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.detection_output_param) - return detection_output_param_ != NULL ? *detection_output_param_ - : *::caffe::DetectionOutputParameter::internal_default_instance(); -} -inline ::caffe::DetectionOutputParameter* LayerParameter::mutable_detection_output_param() { - set_has_detection_output_param(); - if (detection_output_param_ == NULL) { - detection_output_param_ = new ::caffe::DetectionOutputParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.detection_output_param) - return detection_output_param_; -} -inline ::caffe::DetectionOutputParameter* LayerParameter::release_detection_output_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.detection_output_param) - clear_has_detection_output_param(); - ::caffe::DetectionOutputParameter* temp = detection_output_param_; - detection_output_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_detection_output_param(::caffe::DetectionOutputParameter* detection_output_param) { - delete detection_output_param_; - detection_output_param_ = detection_output_param; - if (detection_output_param) { - set_has_detection_output_param(); - } else { - clear_has_detection_output_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.detection_output_param) -} - -// optional .caffe.DropoutParameter dropout_param = 108; -inline bool LayerParameter::has_dropout_param() const { - return (_has_bits_[0] & 0x00800000u) != 0; -} -inline void LayerParameter::set_has_dropout_param() { - _has_bits_[0] |= 0x00800000u; -} -inline void LayerParameter::clear_has_dropout_param() { - _has_bits_[0] &= ~0x00800000u; -} -inline void LayerParameter::clear_dropout_param() { - if (dropout_param_ != NULL) dropout_param_->::caffe::DropoutParameter::Clear(); - clear_has_dropout_param(); -} -inline const ::caffe::DropoutParameter& LayerParameter::dropout_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.dropout_param) - return dropout_param_ != NULL ? *dropout_param_ - : *::caffe::DropoutParameter::internal_default_instance(); -} -inline ::caffe::DropoutParameter* LayerParameter::mutable_dropout_param() { - set_has_dropout_param(); - if (dropout_param_ == NULL) { - dropout_param_ = new ::caffe::DropoutParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.dropout_param) - return dropout_param_; -} -inline ::caffe::DropoutParameter* LayerParameter::release_dropout_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.dropout_param) - clear_has_dropout_param(); - ::caffe::DropoutParameter* temp = dropout_param_; - dropout_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_dropout_param(::caffe::DropoutParameter* dropout_param) { - delete dropout_param_; - dropout_param_ = dropout_param; - if (dropout_param) { - set_has_dropout_param(); - } else { - clear_has_dropout_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.dropout_param) -} - -// optional .caffe.DummyDataParameter dummy_data_param = 109; -inline bool LayerParameter::has_dummy_data_param() const { - return (_has_bits_[0] & 0x01000000u) != 0; -} -inline void LayerParameter::set_has_dummy_data_param() { - _has_bits_[0] |= 0x01000000u; -} -inline void LayerParameter::clear_has_dummy_data_param() { - _has_bits_[0] &= ~0x01000000u; -} -inline void LayerParameter::clear_dummy_data_param() { - if (dummy_data_param_ != NULL) dummy_data_param_->::caffe::DummyDataParameter::Clear(); - clear_has_dummy_data_param(); -} -inline const ::caffe::DummyDataParameter& LayerParameter::dummy_data_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.dummy_data_param) - return dummy_data_param_ != NULL ? *dummy_data_param_ - : *::caffe::DummyDataParameter::internal_default_instance(); -} -inline ::caffe::DummyDataParameter* LayerParameter::mutable_dummy_data_param() { - set_has_dummy_data_param(); - if (dummy_data_param_ == NULL) { - dummy_data_param_ = new ::caffe::DummyDataParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.dummy_data_param) - return dummy_data_param_; -} -inline ::caffe::DummyDataParameter* LayerParameter::release_dummy_data_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.dummy_data_param) - clear_has_dummy_data_param(); - ::caffe::DummyDataParameter* temp = dummy_data_param_; - dummy_data_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_dummy_data_param(::caffe::DummyDataParameter* dummy_data_param) { - delete dummy_data_param_; - dummy_data_param_ = dummy_data_param; - if (dummy_data_param) { - set_has_dummy_data_param(); - } else { - clear_has_dummy_data_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.dummy_data_param) -} - -// optional .caffe.EltwiseParameter eltwise_param = 110; -inline bool LayerParameter::has_eltwise_param() const { - return (_has_bits_[0] & 0x02000000u) != 0; -} -inline void LayerParameter::set_has_eltwise_param() { - _has_bits_[0] |= 0x02000000u; -} -inline void LayerParameter::clear_has_eltwise_param() { - _has_bits_[0] &= ~0x02000000u; -} -inline void LayerParameter::clear_eltwise_param() { - if (eltwise_param_ != NULL) eltwise_param_->::caffe::EltwiseParameter::Clear(); - clear_has_eltwise_param(); -} -inline const ::caffe::EltwiseParameter& LayerParameter::eltwise_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.eltwise_param) - return eltwise_param_ != NULL ? *eltwise_param_ - : *::caffe::EltwiseParameter::internal_default_instance(); -} -inline ::caffe::EltwiseParameter* LayerParameter::mutable_eltwise_param() { - set_has_eltwise_param(); - if (eltwise_param_ == NULL) { - eltwise_param_ = new ::caffe::EltwiseParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.eltwise_param) - return eltwise_param_; -} -inline ::caffe::EltwiseParameter* LayerParameter::release_eltwise_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.eltwise_param) - clear_has_eltwise_param(); - ::caffe::EltwiseParameter* temp = eltwise_param_; - eltwise_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_eltwise_param(::caffe::EltwiseParameter* eltwise_param) { - delete eltwise_param_; - eltwise_param_ = eltwise_param; - if (eltwise_param) { - set_has_eltwise_param(); - } else { - clear_has_eltwise_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.eltwise_param) -} - -// optional .caffe.ELUParameter elu_param = 140; -inline bool LayerParameter::has_elu_param() const { - return (_has_bits_[0] & 0x04000000u) != 0; -} -inline void LayerParameter::set_has_elu_param() { - _has_bits_[0] |= 0x04000000u; -} -inline void LayerParameter::clear_has_elu_param() { - _has_bits_[0] &= ~0x04000000u; -} -inline void LayerParameter::clear_elu_param() { - if (elu_param_ != NULL) elu_param_->::caffe::ELUParameter::Clear(); - clear_has_elu_param(); -} -inline const ::caffe::ELUParameter& LayerParameter::elu_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.elu_param) - return elu_param_ != NULL ? *elu_param_ - : *::caffe::ELUParameter::internal_default_instance(); -} -inline ::caffe::ELUParameter* LayerParameter::mutable_elu_param() { - set_has_elu_param(); - if (elu_param_ == NULL) { - elu_param_ = new ::caffe::ELUParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.elu_param) - return elu_param_; -} -inline ::caffe::ELUParameter* LayerParameter::release_elu_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.elu_param) - clear_has_elu_param(); - ::caffe::ELUParameter* temp = elu_param_; - elu_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_elu_param(::caffe::ELUParameter* elu_param) { - delete elu_param_; - elu_param_ = elu_param; - if (elu_param) { - set_has_elu_param(); - } else { - clear_has_elu_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.elu_param) -} - -// optional .caffe.EmbedParameter embed_param = 137; -inline bool LayerParameter::has_embed_param() const { - return (_has_bits_[0] & 0x08000000u) != 0; -} -inline void LayerParameter::set_has_embed_param() { - _has_bits_[0] |= 0x08000000u; -} -inline void LayerParameter::clear_has_embed_param() { - _has_bits_[0] &= ~0x08000000u; -} -inline void LayerParameter::clear_embed_param() { - if (embed_param_ != NULL) embed_param_->::caffe::EmbedParameter::Clear(); - clear_has_embed_param(); -} -inline const ::caffe::EmbedParameter& LayerParameter::embed_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.embed_param) - return embed_param_ != NULL ? *embed_param_ - : *::caffe::EmbedParameter::internal_default_instance(); -} -inline ::caffe::EmbedParameter* LayerParameter::mutable_embed_param() { - set_has_embed_param(); - if (embed_param_ == NULL) { - embed_param_ = new ::caffe::EmbedParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.embed_param) - return embed_param_; -} -inline ::caffe::EmbedParameter* LayerParameter::release_embed_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.embed_param) - clear_has_embed_param(); - ::caffe::EmbedParameter* temp = embed_param_; - embed_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_embed_param(::caffe::EmbedParameter* embed_param) { - delete embed_param_; - embed_param_ = embed_param; - if (embed_param) { - set_has_embed_param(); - } else { - clear_has_embed_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.embed_param) -} - -// optional .caffe.ExpParameter exp_param = 111; -inline bool LayerParameter::has_exp_param() const { - return (_has_bits_[0] & 0x10000000u) != 0; -} -inline void LayerParameter::set_has_exp_param() { - _has_bits_[0] |= 0x10000000u; -} -inline void LayerParameter::clear_has_exp_param() { - _has_bits_[0] &= ~0x10000000u; -} -inline void LayerParameter::clear_exp_param() { - if (exp_param_ != NULL) exp_param_->::caffe::ExpParameter::Clear(); - clear_has_exp_param(); -} -inline const ::caffe::ExpParameter& LayerParameter::exp_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.exp_param) - return exp_param_ != NULL ? *exp_param_ - : *::caffe::ExpParameter::internal_default_instance(); -} -inline ::caffe::ExpParameter* LayerParameter::mutable_exp_param() { - set_has_exp_param(); - if (exp_param_ == NULL) { - exp_param_ = new ::caffe::ExpParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.exp_param) - return exp_param_; -} -inline ::caffe::ExpParameter* LayerParameter::release_exp_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.exp_param) - clear_has_exp_param(); - ::caffe::ExpParameter* temp = exp_param_; - exp_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_exp_param(::caffe::ExpParameter* exp_param) { - delete exp_param_; - exp_param_ = exp_param; - if (exp_param) { - set_has_exp_param(); - } else { - clear_has_exp_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.exp_param) -} - -// optional .caffe.FlattenParameter flatten_param = 135; -inline bool LayerParameter::has_flatten_param() const { - return (_has_bits_[0] & 0x20000000u) != 0; -} -inline void LayerParameter::set_has_flatten_param() { - _has_bits_[0] |= 0x20000000u; -} -inline void LayerParameter::clear_has_flatten_param() { - _has_bits_[0] &= ~0x20000000u; -} -inline void LayerParameter::clear_flatten_param() { - if (flatten_param_ != NULL) flatten_param_->::caffe::FlattenParameter::Clear(); - clear_has_flatten_param(); -} -inline const ::caffe::FlattenParameter& LayerParameter::flatten_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.flatten_param) - return flatten_param_ != NULL ? *flatten_param_ - : *::caffe::FlattenParameter::internal_default_instance(); -} -inline ::caffe::FlattenParameter* LayerParameter::mutable_flatten_param() { - set_has_flatten_param(); - if (flatten_param_ == NULL) { - flatten_param_ = new ::caffe::FlattenParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.flatten_param) - return flatten_param_; -} -inline ::caffe::FlattenParameter* LayerParameter::release_flatten_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.flatten_param) - clear_has_flatten_param(); - ::caffe::FlattenParameter* temp = flatten_param_; - flatten_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_flatten_param(::caffe::FlattenParameter* flatten_param) { - delete flatten_param_; - flatten_param_ = flatten_param; - if (flatten_param) { - set_has_flatten_param(); - } else { - clear_has_flatten_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.flatten_param) -} - -// optional .caffe.HDF5DataParameter hdf5_data_param = 112; -inline bool LayerParameter::has_hdf5_data_param() const { - return (_has_bits_[0] & 0x40000000u) != 0; -} -inline void LayerParameter::set_has_hdf5_data_param() { - _has_bits_[0] |= 0x40000000u; -} -inline void LayerParameter::clear_has_hdf5_data_param() { - _has_bits_[0] &= ~0x40000000u; -} -inline void LayerParameter::clear_hdf5_data_param() { - if (hdf5_data_param_ != NULL) hdf5_data_param_->::caffe::HDF5DataParameter::Clear(); - clear_has_hdf5_data_param(); -} -inline const ::caffe::HDF5DataParameter& LayerParameter::hdf5_data_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.hdf5_data_param) - return hdf5_data_param_ != NULL ? *hdf5_data_param_ - : *::caffe::HDF5DataParameter::internal_default_instance(); -} -inline ::caffe::HDF5DataParameter* LayerParameter::mutable_hdf5_data_param() { - set_has_hdf5_data_param(); - if (hdf5_data_param_ == NULL) { - hdf5_data_param_ = new ::caffe::HDF5DataParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.hdf5_data_param) - return hdf5_data_param_; -} -inline ::caffe::HDF5DataParameter* LayerParameter::release_hdf5_data_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.hdf5_data_param) - clear_has_hdf5_data_param(); - ::caffe::HDF5DataParameter* temp = hdf5_data_param_; - hdf5_data_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_hdf5_data_param(::caffe::HDF5DataParameter* hdf5_data_param) { - delete hdf5_data_param_; - hdf5_data_param_ = hdf5_data_param; - if (hdf5_data_param) { - set_has_hdf5_data_param(); - } else { - clear_has_hdf5_data_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.hdf5_data_param) -} - -// optional .caffe.HDF5OutputParameter hdf5_output_param = 113; -inline bool LayerParameter::has_hdf5_output_param() const { - return (_has_bits_[0] & 0x80000000u) != 0; -} -inline void LayerParameter::set_has_hdf5_output_param() { - _has_bits_[0] |= 0x80000000u; -} -inline void LayerParameter::clear_has_hdf5_output_param() { - _has_bits_[0] &= ~0x80000000u; -} -inline void LayerParameter::clear_hdf5_output_param() { - if (hdf5_output_param_ != NULL) hdf5_output_param_->::caffe::HDF5OutputParameter::Clear(); - clear_has_hdf5_output_param(); -} -inline const ::caffe::HDF5OutputParameter& LayerParameter::hdf5_output_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.hdf5_output_param) - return hdf5_output_param_ != NULL ? *hdf5_output_param_ - : *::caffe::HDF5OutputParameter::internal_default_instance(); -} -inline ::caffe::HDF5OutputParameter* LayerParameter::mutable_hdf5_output_param() { - set_has_hdf5_output_param(); - if (hdf5_output_param_ == NULL) { - hdf5_output_param_ = new ::caffe::HDF5OutputParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.hdf5_output_param) - return hdf5_output_param_; -} -inline ::caffe::HDF5OutputParameter* LayerParameter::release_hdf5_output_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.hdf5_output_param) - clear_has_hdf5_output_param(); - ::caffe::HDF5OutputParameter* temp = hdf5_output_param_; - hdf5_output_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_hdf5_output_param(::caffe::HDF5OutputParameter* hdf5_output_param) { - delete hdf5_output_param_; - hdf5_output_param_ = hdf5_output_param; - if (hdf5_output_param) { - set_has_hdf5_output_param(); - } else { - clear_has_hdf5_output_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.hdf5_output_param) -} - -// optional .caffe.HingeLossParameter hinge_loss_param = 114; -inline bool LayerParameter::has_hinge_loss_param() const { - return (_has_bits_[1] & 0x00000001u) != 0; -} -inline void LayerParameter::set_has_hinge_loss_param() { - _has_bits_[1] |= 0x00000001u; -} -inline void LayerParameter::clear_has_hinge_loss_param() { - _has_bits_[1] &= ~0x00000001u; -} -inline void LayerParameter::clear_hinge_loss_param() { - if (hinge_loss_param_ != NULL) hinge_loss_param_->::caffe::HingeLossParameter::Clear(); - clear_has_hinge_loss_param(); -} -inline const ::caffe::HingeLossParameter& LayerParameter::hinge_loss_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.hinge_loss_param) - return hinge_loss_param_ != NULL ? *hinge_loss_param_ - : *::caffe::HingeLossParameter::internal_default_instance(); -} -inline ::caffe::HingeLossParameter* LayerParameter::mutable_hinge_loss_param() { - set_has_hinge_loss_param(); - if (hinge_loss_param_ == NULL) { - hinge_loss_param_ = new ::caffe::HingeLossParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.hinge_loss_param) - return hinge_loss_param_; -} -inline ::caffe::HingeLossParameter* LayerParameter::release_hinge_loss_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.hinge_loss_param) - clear_has_hinge_loss_param(); - ::caffe::HingeLossParameter* temp = hinge_loss_param_; - hinge_loss_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_hinge_loss_param(::caffe::HingeLossParameter* hinge_loss_param) { - delete hinge_loss_param_; - hinge_loss_param_ = hinge_loss_param; - if (hinge_loss_param) { - set_has_hinge_loss_param(); - } else { - clear_has_hinge_loss_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.hinge_loss_param) -} - -// optional .caffe.ImageDataParameter image_data_param = 115; -inline bool LayerParameter::has_image_data_param() const { - return (_has_bits_[1] & 0x00000002u) != 0; -} -inline void LayerParameter::set_has_image_data_param() { - _has_bits_[1] |= 0x00000002u; -} -inline void LayerParameter::clear_has_image_data_param() { - _has_bits_[1] &= ~0x00000002u; -} -inline void LayerParameter::clear_image_data_param() { - if (image_data_param_ != NULL) image_data_param_->::caffe::ImageDataParameter::Clear(); - clear_has_image_data_param(); -} -inline const ::caffe::ImageDataParameter& LayerParameter::image_data_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.image_data_param) - return image_data_param_ != NULL ? *image_data_param_ - : *::caffe::ImageDataParameter::internal_default_instance(); -} -inline ::caffe::ImageDataParameter* LayerParameter::mutable_image_data_param() { - set_has_image_data_param(); - if (image_data_param_ == NULL) { - image_data_param_ = new ::caffe::ImageDataParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.image_data_param) - return image_data_param_; -} -inline ::caffe::ImageDataParameter* LayerParameter::release_image_data_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.image_data_param) - clear_has_image_data_param(); - ::caffe::ImageDataParameter* temp = image_data_param_; - image_data_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_image_data_param(::caffe::ImageDataParameter* image_data_param) { - delete image_data_param_; - image_data_param_ = image_data_param; - if (image_data_param) { - set_has_image_data_param(); - } else { - clear_has_image_data_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.image_data_param) -} - -// optional .caffe.InfogainLossParameter infogain_loss_param = 116; -inline bool LayerParameter::has_infogain_loss_param() const { - return (_has_bits_[1] & 0x00000004u) != 0; -} -inline void LayerParameter::set_has_infogain_loss_param() { - _has_bits_[1] |= 0x00000004u; -} -inline void LayerParameter::clear_has_infogain_loss_param() { - _has_bits_[1] &= ~0x00000004u; -} -inline void LayerParameter::clear_infogain_loss_param() { - if (infogain_loss_param_ != NULL) infogain_loss_param_->::caffe::InfogainLossParameter::Clear(); - clear_has_infogain_loss_param(); -} -inline const ::caffe::InfogainLossParameter& LayerParameter::infogain_loss_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.infogain_loss_param) - return infogain_loss_param_ != NULL ? *infogain_loss_param_ - : *::caffe::InfogainLossParameter::internal_default_instance(); -} -inline ::caffe::InfogainLossParameter* LayerParameter::mutable_infogain_loss_param() { - set_has_infogain_loss_param(); - if (infogain_loss_param_ == NULL) { - infogain_loss_param_ = new ::caffe::InfogainLossParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.infogain_loss_param) - return infogain_loss_param_; -} -inline ::caffe::InfogainLossParameter* LayerParameter::release_infogain_loss_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.infogain_loss_param) - clear_has_infogain_loss_param(); - ::caffe::InfogainLossParameter* temp = infogain_loss_param_; - infogain_loss_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_infogain_loss_param(::caffe::InfogainLossParameter* infogain_loss_param) { - delete infogain_loss_param_; - infogain_loss_param_ = infogain_loss_param; - if (infogain_loss_param) { - set_has_infogain_loss_param(); - } else { - clear_has_infogain_loss_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.infogain_loss_param) -} - -// optional .caffe.InnerProductParameter inner_product_param = 117; -inline bool LayerParameter::has_inner_product_param() const { - return (_has_bits_[1] & 0x00000008u) != 0; -} -inline void LayerParameter::set_has_inner_product_param() { - _has_bits_[1] |= 0x00000008u; -} -inline void LayerParameter::clear_has_inner_product_param() { - _has_bits_[1] &= ~0x00000008u; -} -inline void LayerParameter::clear_inner_product_param() { - if (inner_product_param_ != NULL) inner_product_param_->::caffe::InnerProductParameter::Clear(); - clear_has_inner_product_param(); -} -inline const ::caffe::InnerProductParameter& LayerParameter::inner_product_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.inner_product_param) - return inner_product_param_ != NULL ? *inner_product_param_ - : *::caffe::InnerProductParameter::internal_default_instance(); -} -inline ::caffe::InnerProductParameter* LayerParameter::mutable_inner_product_param() { - set_has_inner_product_param(); - if (inner_product_param_ == NULL) { - inner_product_param_ = new ::caffe::InnerProductParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.inner_product_param) - return inner_product_param_; -} -inline ::caffe::InnerProductParameter* LayerParameter::release_inner_product_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.inner_product_param) - clear_has_inner_product_param(); - ::caffe::InnerProductParameter* temp = inner_product_param_; - inner_product_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_inner_product_param(::caffe::InnerProductParameter* inner_product_param) { - delete inner_product_param_; - inner_product_param_ = inner_product_param; - if (inner_product_param) { - set_has_inner_product_param(); - } else { - clear_has_inner_product_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.inner_product_param) -} - -// optional .caffe.InputParameter input_param = 143; -inline bool LayerParameter::has_input_param() const { - return (_has_bits_[1] & 0x00000010u) != 0; -} -inline void LayerParameter::set_has_input_param() { - _has_bits_[1] |= 0x00000010u; -} -inline void LayerParameter::clear_has_input_param() { - _has_bits_[1] &= ~0x00000010u; -} -inline void LayerParameter::clear_input_param() { - if (input_param_ != NULL) input_param_->::caffe::InputParameter::Clear(); - clear_has_input_param(); -} -inline const ::caffe::InputParameter& LayerParameter::input_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.input_param) - return input_param_ != NULL ? *input_param_ - : *::caffe::InputParameter::internal_default_instance(); -} -inline ::caffe::InputParameter* LayerParameter::mutable_input_param() { - set_has_input_param(); - if (input_param_ == NULL) { - input_param_ = new ::caffe::InputParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.input_param) - return input_param_; -} -inline ::caffe::InputParameter* LayerParameter::release_input_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.input_param) - clear_has_input_param(); - ::caffe::InputParameter* temp = input_param_; - input_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_input_param(::caffe::InputParameter* input_param) { - delete input_param_; - input_param_ = input_param; - if (input_param) { - set_has_input_param(); - } else { - clear_has_input_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.input_param) -} - -// optional .caffe.LogParameter log_param = 134; -inline bool LayerParameter::has_log_param() const { - return (_has_bits_[1] & 0x00000020u) != 0; -} -inline void LayerParameter::set_has_log_param() { - _has_bits_[1] |= 0x00000020u; -} -inline void LayerParameter::clear_has_log_param() { - _has_bits_[1] &= ~0x00000020u; -} -inline void LayerParameter::clear_log_param() { - if (log_param_ != NULL) log_param_->::caffe::LogParameter::Clear(); - clear_has_log_param(); -} -inline const ::caffe::LogParameter& LayerParameter::log_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.log_param) - return log_param_ != NULL ? *log_param_ - : *::caffe::LogParameter::internal_default_instance(); -} -inline ::caffe::LogParameter* LayerParameter::mutable_log_param() { - set_has_log_param(); - if (log_param_ == NULL) { - log_param_ = new ::caffe::LogParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.log_param) - return log_param_; -} -inline ::caffe::LogParameter* LayerParameter::release_log_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.log_param) - clear_has_log_param(); - ::caffe::LogParameter* temp = log_param_; - log_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_log_param(::caffe::LogParameter* log_param) { - delete log_param_; - log_param_ = log_param; - if (log_param) { - set_has_log_param(); - } else { - clear_has_log_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.log_param) -} - -// optional .caffe.LRNParameter lrn_param = 118; -inline bool LayerParameter::has_lrn_param() const { - return (_has_bits_[1] & 0x00000040u) != 0; -} -inline void LayerParameter::set_has_lrn_param() { - _has_bits_[1] |= 0x00000040u; -} -inline void LayerParameter::clear_has_lrn_param() { - _has_bits_[1] &= ~0x00000040u; -} -inline void LayerParameter::clear_lrn_param() { - if (lrn_param_ != NULL) lrn_param_->::caffe::LRNParameter::Clear(); - clear_has_lrn_param(); -} -inline const ::caffe::LRNParameter& LayerParameter::lrn_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.lrn_param) - return lrn_param_ != NULL ? *lrn_param_ - : *::caffe::LRNParameter::internal_default_instance(); -} -inline ::caffe::LRNParameter* LayerParameter::mutable_lrn_param() { - set_has_lrn_param(); - if (lrn_param_ == NULL) { - lrn_param_ = new ::caffe::LRNParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.lrn_param) - return lrn_param_; -} -inline ::caffe::LRNParameter* LayerParameter::release_lrn_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.lrn_param) - clear_has_lrn_param(); - ::caffe::LRNParameter* temp = lrn_param_; - lrn_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_lrn_param(::caffe::LRNParameter* lrn_param) { - delete lrn_param_; - lrn_param_ = lrn_param; - if (lrn_param) { - set_has_lrn_param(); - } else { - clear_has_lrn_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.lrn_param) -} - -// optional .caffe.MemoryDataParameter memory_data_param = 119; -inline bool LayerParameter::has_memory_data_param() const { - return (_has_bits_[1] & 0x00000080u) != 0; -} -inline void LayerParameter::set_has_memory_data_param() { - _has_bits_[1] |= 0x00000080u; -} -inline void LayerParameter::clear_has_memory_data_param() { - _has_bits_[1] &= ~0x00000080u; -} -inline void LayerParameter::clear_memory_data_param() { - if (memory_data_param_ != NULL) memory_data_param_->::caffe::MemoryDataParameter::Clear(); - clear_has_memory_data_param(); -} -inline const ::caffe::MemoryDataParameter& LayerParameter::memory_data_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.memory_data_param) - return memory_data_param_ != NULL ? *memory_data_param_ - : *::caffe::MemoryDataParameter::internal_default_instance(); -} -inline ::caffe::MemoryDataParameter* LayerParameter::mutable_memory_data_param() { - set_has_memory_data_param(); - if (memory_data_param_ == NULL) { - memory_data_param_ = new ::caffe::MemoryDataParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.memory_data_param) - return memory_data_param_; -} -inline ::caffe::MemoryDataParameter* LayerParameter::release_memory_data_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.memory_data_param) - clear_has_memory_data_param(); - ::caffe::MemoryDataParameter* temp = memory_data_param_; - memory_data_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_memory_data_param(::caffe::MemoryDataParameter* memory_data_param) { - delete memory_data_param_; - memory_data_param_ = memory_data_param; - if (memory_data_param) { - set_has_memory_data_param(); - } else { - clear_has_memory_data_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.memory_data_param) -} - -// optional .caffe.MVNParameter mvn_param = 120; -inline bool LayerParameter::has_mvn_param() const { - return (_has_bits_[1] & 0x00000100u) != 0; -} -inline void LayerParameter::set_has_mvn_param() { - _has_bits_[1] |= 0x00000100u; -} -inline void LayerParameter::clear_has_mvn_param() { - _has_bits_[1] &= ~0x00000100u; -} -inline void LayerParameter::clear_mvn_param() { - if (mvn_param_ != NULL) mvn_param_->::caffe::MVNParameter::Clear(); - clear_has_mvn_param(); -} -inline const ::caffe::MVNParameter& LayerParameter::mvn_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.mvn_param) - return mvn_param_ != NULL ? *mvn_param_ - : *::caffe::MVNParameter::internal_default_instance(); -} -inline ::caffe::MVNParameter* LayerParameter::mutable_mvn_param() { - set_has_mvn_param(); - if (mvn_param_ == NULL) { - mvn_param_ = new ::caffe::MVNParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.mvn_param) - return mvn_param_; -} -inline ::caffe::MVNParameter* LayerParameter::release_mvn_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.mvn_param) - clear_has_mvn_param(); - ::caffe::MVNParameter* temp = mvn_param_; - mvn_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_mvn_param(::caffe::MVNParameter* mvn_param) { - delete mvn_param_; - mvn_param_ = mvn_param; - if (mvn_param) { - set_has_mvn_param(); - } else { - clear_has_mvn_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.mvn_param) -} - -// optional .caffe.NormalizeBBoxParameter norm_param = 149; -inline bool LayerParameter::has_norm_param() const { - return (_has_bits_[1] & 0x00000200u) != 0; -} -inline void LayerParameter::set_has_norm_param() { - _has_bits_[1] |= 0x00000200u; -} -inline void LayerParameter::clear_has_norm_param() { - _has_bits_[1] &= ~0x00000200u; -} -inline void LayerParameter::clear_norm_param() { - if (norm_param_ != NULL) norm_param_->::caffe::NormalizeBBoxParameter::Clear(); - clear_has_norm_param(); -} -inline const ::caffe::NormalizeBBoxParameter& LayerParameter::norm_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.norm_param) - return norm_param_ != NULL ? *norm_param_ - : *::caffe::NormalizeBBoxParameter::internal_default_instance(); -} -inline ::caffe::NormalizeBBoxParameter* LayerParameter::mutable_norm_param() { - set_has_norm_param(); - if (norm_param_ == NULL) { - norm_param_ = new ::caffe::NormalizeBBoxParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.norm_param) - return norm_param_; -} -inline ::caffe::NormalizeBBoxParameter* LayerParameter::release_norm_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.norm_param) - clear_has_norm_param(); - ::caffe::NormalizeBBoxParameter* temp = norm_param_; - norm_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_norm_param(::caffe::NormalizeBBoxParameter* norm_param) { - delete norm_param_; - norm_param_ = norm_param; - if (norm_param) { - set_has_norm_param(); - } else { - clear_has_norm_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.norm_param) -} - -// optional .caffe.PermuteParameter permute_param = 148; -inline bool LayerParameter::has_permute_param() const { - return (_has_bits_[1] & 0x00000400u) != 0; -} -inline void LayerParameter::set_has_permute_param() { - _has_bits_[1] |= 0x00000400u; -} -inline void LayerParameter::clear_has_permute_param() { - _has_bits_[1] &= ~0x00000400u; -} -inline void LayerParameter::clear_permute_param() { - if (permute_param_ != NULL) permute_param_->::caffe::PermuteParameter::Clear(); - clear_has_permute_param(); -} -inline const ::caffe::PermuteParameter& LayerParameter::permute_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.permute_param) - return permute_param_ != NULL ? *permute_param_ - : *::caffe::PermuteParameter::internal_default_instance(); -} -inline ::caffe::PermuteParameter* LayerParameter::mutable_permute_param() { - set_has_permute_param(); - if (permute_param_ == NULL) { - permute_param_ = new ::caffe::PermuteParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.permute_param) - return permute_param_; -} -inline ::caffe::PermuteParameter* LayerParameter::release_permute_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.permute_param) - clear_has_permute_param(); - ::caffe::PermuteParameter* temp = permute_param_; - permute_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_permute_param(::caffe::PermuteParameter* permute_param) { - delete permute_param_; - permute_param_ = permute_param; - if (permute_param) { - set_has_permute_param(); - } else { - clear_has_permute_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.permute_param) -} - -// optional .caffe.ParameterParameter parameter_param = 145; -inline bool LayerParameter::has_parameter_param() const { - return (_has_bits_[1] & 0x00000800u) != 0; -} -inline void LayerParameter::set_has_parameter_param() { - _has_bits_[1] |= 0x00000800u; -} -inline void LayerParameter::clear_has_parameter_param() { - _has_bits_[1] &= ~0x00000800u; -} -inline void LayerParameter::clear_parameter_param() { - if (parameter_param_ != NULL) parameter_param_->::caffe::ParameterParameter::Clear(); - clear_has_parameter_param(); -} -inline const ::caffe::ParameterParameter& LayerParameter::parameter_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.parameter_param) - return parameter_param_ != NULL ? *parameter_param_ - : *::caffe::ParameterParameter::internal_default_instance(); -} -inline ::caffe::ParameterParameter* LayerParameter::mutable_parameter_param() { - set_has_parameter_param(); - if (parameter_param_ == NULL) { - parameter_param_ = new ::caffe::ParameterParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.parameter_param) - return parameter_param_; -} -inline ::caffe::ParameterParameter* LayerParameter::release_parameter_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.parameter_param) - clear_has_parameter_param(); - ::caffe::ParameterParameter* temp = parameter_param_; - parameter_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_parameter_param(::caffe::ParameterParameter* parameter_param) { - delete parameter_param_; - parameter_param_ = parameter_param; - if (parameter_param) { - set_has_parameter_param(); - } else { - clear_has_parameter_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.parameter_param) -} - -// optional .caffe.PoolingParameter pooling_param = 121; -inline bool LayerParameter::has_pooling_param() const { - return (_has_bits_[1] & 0x00001000u) != 0; -} -inline void LayerParameter::set_has_pooling_param() { - _has_bits_[1] |= 0x00001000u; -} -inline void LayerParameter::clear_has_pooling_param() { - _has_bits_[1] &= ~0x00001000u; -} -inline void LayerParameter::clear_pooling_param() { - if (pooling_param_ != NULL) pooling_param_->::caffe::PoolingParameter::Clear(); - clear_has_pooling_param(); -} -inline const ::caffe::PoolingParameter& LayerParameter::pooling_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.pooling_param) - return pooling_param_ != NULL ? *pooling_param_ - : *::caffe::PoolingParameter::internal_default_instance(); -} -inline ::caffe::PoolingParameter* LayerParameter::mutable_pooling_param() { - set_has_pooling_param(); - if (pooling_param_ == NULL) { - pooling_param_ = new ::caffe::PoolingParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.pooling_param) - return pooling_param_; -} -inline ::caffe::PoolingParameter* LayerParameter::release_pooling_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.pooling_param) - clear_has_pooling_param(); - ::caffe::PoolingParameter* temp = pooling_param_; - pooling_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_pooling_param(::caffe::PoolingParameter* pooling_param) { - delete pooling_param_; - pooling_param_ = pooling_param; - if (pooling_param) { - set_has_pooling_param(); - } else { - clear_has_pooling_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.pooling_param) -} - -// optional .caffe.PowerParameter power_param = 122; -inline bool LayerParameter::has_power_param() const { - return (_has_bits_[1] & 0x00002000u) != 0; -} -inline void LayerParameter::set_has_power_param() { - _has_bits_[1] |= 0x00002000u; -} -inline void LayerParameter::clear_has_power_param() { - _has_bits_[1] &= ~0x00002000u; -} -inline void LayerParameter::clear_power_param() { - if (power_param_ != NULL) power_param_->::caffe::PowerParameter::Clear(); - clear_has_power_param(); -} -inline const ::caffe::PowerParameter& LayerParameter::power_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.power_param) - return power_param_ != NULL ? *power_param_ - : *::caffe::PowerParameter::internal_default_instance(); -} -inline ::caffe::PowerParameter* LayerParameter::mutable_power_param() { - set_has_power_param(); - if (power_param_ == NULL) { - power_param_ = new ::caffe::PowerParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.power_param) - return power_param_; -} -inline ::caffe::PowerParameter* LayerParameter::release_power_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.power_param) - clear_has_power_param(); - ::caffe::PowerParameter* temp = power_param_; - power_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_power_param(::caffe::PowerParameter* power_param) { - delete power_param_; - power_param_ = power_param; - if (power_param) { - set_has_power_param(); - } else { - clear_has_power_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.power_param) -} - -// optional .caffe.PReLUParameter prelu_param = 131; -inline bool LayerParameter::has_prelu_param() const { - return (_has_bits_[1] & 0x00004000u) != 0; -} -inline void LayerParameter::set_has_prelu_param() { - _has_bits_[1] |= 0x00004000u; -} -inline void LayerParameter::clear_has_prelu_param() { - _has_bits_[1] &= ~0x00004000u; -} -inline void LayerParameter::clear_prelu_param() { - if (prelu_param_ != NULL) prelu_param_->::caffe::PReLUParameter::Clear(); - clear_has_prelu_param(); -} -inline const ::caffe::PReLUParameter& LayerParameter::prelu_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.prelu_param) - return prelu_param_ != NULL ? *prelu_param_ - : *::caffe::PReLUParameter::internal_default_instance(); -} -inline ::caffe::PReLUParameter* LayerParameter::mutable_prelu_param() { - set_has_prelu_param(); - if (prelu_param_ == NULL) { - prelu_param_ = new ::caffe::PReLUParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.prelu_param) - return prelu_param_; -} -inline ::caffe::PReLUParameter* LayerParameter::release_prelu_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.prelu_param) - clear_has_prelu_param(); - ::caffe::PReLUParameter* temp = prelu_param_; - prelu_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_prelu_param(::caffe::PReLUParameter* prelu_param) { - delete prelu_param_; - prelu_param_ = prelu_param; - if (prelu_param) { - set_has_prelu_param(); - } else { - clear_has_prelu_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.prelu_param) -} - -// optional .caffe.PriorBoxParameter prior_box_param = 150; -inline bool LayerParameter::has_prior_box_param() const { - return (_has_bits_[1] & 0x00008000u) != 0; -} -inline void LayerParameter::set_has_prior_box_param() { - _has_bits_[1] |= 0x00008000u; -} -inline void LayerParameter::clear_has_prior_box_param() { - _has_bits_[1] &= ~0x00008000u; -} -inline void LayerParameter::clear_prior_box_param() { - if (prior_box_param_ != NULL) prior_box_param_->::caffe::PriorBoxParameter::Clear(); - clear_has_prior_box_param(); -} -inline const ::caffe::PriorBoxParameter& LayerParameter::prior_box_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.prior_box_param) - return prior_box_param_ != NULL ? *prior_box_param_ - : *::caffe::PriorBoxParameter::internal_default_instance(); -} -inline ::caffe::PriorBoxParameter* LayerParameter::mutable_prior_box_param() { - set_has_prior_box_param(); - if (prior_box_param_ == NULL) { - prior_box_param_ = new ::caffe::PriorBoxParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.prior_box_param) - return prior_box_param_; -} -inline ::caffe::PriorBoxParameter* LayerParameter::release_prior_box_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.prior_box_param) - clear_has_prior_box_param(); - ::caffe::PriorBoxParameter* temp = prior_box_param_; - prior_box_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_prior_box_param(::caffe::PriorBoxParameter* prior_box_param) { - delete prior_box_param_; - prior_box_param_ = prior_box_param; - if (prior_box_param) { - set_has_prior_box_param(); - } else { - clear_has_prior_box_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.prior_box_param) -} - -// optional .caffe.PythonParameter python_param = 130; -inline bool LayerParameter::has_python_param() const { - return (_has_bits_[1] & 0x00010000u) != 0; -} -inline void LayerParameter::set_has_python_param() { - _has_bits_[1] |= 0x00010000u; -} -inline void LayerParameter::clear_has_python_param() { - _has_bits_[1] &= ~0x00010000u; -} -inline void LayerParameter::clear_python_param() { - if (python_param_ != NULL) python_param_->::caffe::PythonParameter::Clear(); - clear_has_python_param(); -} -inline const ::caffe::PythonParameter& LayerParameter::python_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.python_param) - return python_param_ != NULL ? *python_param_ - : *::caffe::PythonParameter::internal_default_instance(); -} -inline ::caffe::PythonParameter* LayerParameter::mutable_python_param() { - set_has_python_param(); - if (python_param_ == NULL) { - python_param_ = new ::caffe::PythonParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.python_param) - return python_param_; -} -inline ::caffe::PythonParameter* LayerParameter::release_python_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.python_param) - clear_has_python_param(); - ::caffe::PythonParameter* temp = python_param_; - python_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_python_param(::caffe::PythonParameter* python_param) { - delete python_param_; - python_param_ = python_param; - if (python_param) { - set_has_python_param(); - } else { - clear_has_python_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.python_param) -} - -// optional .caffe.RecurrentParameter recurrent_param = 146; -inline bool LayerParameter::has_recurrent_param() const { - return (_has_bits_[1] & 0x00020000u) != 0; -} -inline void LayerParameter::set_has_recurrent_param() { - _has_bits_[1] |= 0x00020000u; -} -inline void LayerParameter::clear_has_recurrent_param() { - _has_bits_[1] &= ~0x00020000u; -} -inline void LayerParameter::clear_recurrent_param() { - if (recurrent_param_ != NULL) recurrent_param_->::caffe::RecurrentParameter::Clear(); - clear_has_recurrent_param(); -} -inline const ::caffe::RecurrentParameter& LayerParameter::recurrent_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.recurrent_param) - return recurrent_param_ != NULL ? *recurrent_param_ - : *::caffe::RecurrentParameter::internal_default_instance(); -} -inline ::caffe::RecurrentParameter* LayerParameter::mutable_recurrent_param() { - set_has_recurrent_param(); - if (recurrent_param_ == NULL) { - recurrent_param_ = new ::caffe::RecurrentParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.recurrent_param) - return recurrent_param_; -} -inline ::caffe::RecurrentParameter* LayerParameter::release_recurrent_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.recurrent_param) - clear_has_recurrent_param(); - ::caffe::RecurrentParameter* temp = recurrent_param_; - recurrent_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_recurrent_param(::caffe::RecurrentParameter* recurrent_param) { - delete recurrent_param_; - recurrent_param_ = recurrent_param; - if (recurrent_param) { - set_has_recurrent_param(); - } else { - clear_has_recurrent_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.recurrent_param) -} - -// optional .caffe.ReductionParameter reduction_param = 136; -inline bool LayerParameter::has_reduction_param() const { - return (_has_bits_[1] & 0x00040000u) != 0; -} -inline void LayerParameter::set_has_reduction_param() { - _has_bits_[1] |= 0x00040000u; -} -inline void LayerParameter::clear_has_reduction_param() { - _has_bits_[1] &= ~0x00040000u; -} -inline void LayerParameter::clear_reduction_param() { - if (reduction_param_ != NULL) reduction_param_->::caffe::ReductionParameter::Clear(); - clear_has_reduction_param(); -} -inline const ::caffe::ReductionParameter& LayerParameter::reduction_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.reduction_param) - return reduction_param_ != NULL ? *reduction_param_ - : *::caffe::ReductionParameter::internal_default_instance(); -} -inline ::caffe::ReductionParameter* LayerParameter::mutable_reduction_param() { - set_has_reduction_param(); - if (reduction_param_ == NULL) { - reduction_param_ = new ::caffe::ReductionParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.reduction_param) - return reduction_param_; -} -inline ::caffe::ReductionParameter* LayerParameter::release_reduction_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.reduction_param) - clear_has_reduction_param(); - ::caffe::ReductionParameter* temp = reduction_param_; - reduction_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_reduction_param(::caffe::ReductionParameter* reduction_param) { - delete reduction_param_; - reduction_param_ = reduction_param; - if (reduction_param) { - set_has_reduction_param(); - } else { - clear_has_reduction_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.reduction_param) -} - -// optional .caffe.ReLUParameter relu_param = 123; -inline bool LayerParameter::has_relu_param() const { - return (_has_bits_[1] & 0x00080000u) != 0; -} -inline void LayerParameter::set_has_relu_param() { - _has_bits_[1] |= 0x00080000u; -} -inline void LayerParameter::clear_has_relu_param() { - _has_bits_[1] &= ~0x00080000u; -} -inline void LayerParameter::clear_relu_param() { - if (relu_param_ != NULL) relu_param_->::caffe::ReLUParameter::Clear(); - clear_has_relu_param(); -} -inline const ::caffe::ReLUParameter& LayerParameter::relu_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.relu_param) - return relu_param_ != NULL ? *relu_param_ - : *::caffe::ReLUParameter::internal_default_instance(); -} -inline ::caffe::ReLUParameter* LayerParameter::mutable_relu_param() { - set_has_relu_param(); - if (relu_param_ == NULL) { - relu_param_ = new ::caffe::ReLUParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.relu_param) - return relu_param_; -} -inline ::caffe::ReLUParameter* LayerParameter::release_relu_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.relu_param) - clear_has_relu_param(); - ::caffe::ReLUParameter* temp = relu_param_; - relu_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_relu_param(::caffe::ReLUParameter* relu_param) { - delete relu_param_; - relu_param_ = relu_param; - if (relu_param) { - set_has_relu_param(); - } else { - clear_has_relu_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.relu_param) -} - -// optional .caffe.ReshapeParameter reshape_param = 133; -inline bool LayerParameter::has_reshape_param() const { - return (_has_bits_[1] & 0x00100000u) != 0; -} -inline void LayerParameter::set_has_reshape_param() { - _has_bits_[1] |= 0x00100000u; -} -inline void LayerParameter::clear_has_reshape_param() { - _has_bits_[1] &= ~0x00100000u; -} -inline void LayerParameter::clear_reshape_param() { - if (reshape_param_ != NULL) reshape_param_->::caffe::ReshapeParameter::Clear(); - clear_has_reshape_param(); -} -inline const ::caffe::ReshapeParameter& LayerParameter::reshape_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.reshape_param) - return reshape_param_ != NULL ? *reshape_param_ - : *::caffe::ReshapeParameter::internal_default_instance(); -} -inline ::caffe::ReshapeParameter* LayerParameter::mutable_reshape_param() { - set_has_reshape_param(); - if (reshape_param_ == NULL) { - reshape_param_ = new ::caffe::ReshapeParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.reshape_param) - return reshape_param_; -} -inline ::caffe::ReshapeParameter* LayerParameter::release_reshape_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.reshape_param) - clear_has_reshape_param(); - ::caffe::ReshapeParameter* temp = reshape_param_; - reshape_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_reshape_param(::caffe::ReshapeParameter* reshape_param) { - delete reshape_param_; - reshape_param_ = reshape_param; - if (reshape_param) { - set_has_reshape_param(); - } else { - clear_has_reshape_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.reshape_param) -} - -// optional .caffe.ScaleParameter scale_param = 142; -inline bool LayerParameter::has_scale_param() const { - return (_has_bits_[1] & 0x00200000u) != 0; -} -inline void LayerParameter::set_has_scale_param() { - _has_bits_[1] |= 0x00200000u; -} -inline void LayerParameter::clear_has_scale_param() { - _has_bits_[1] &= ~0x00200000u; -} -inline void LayerParameter::clear_scale_param() { - if (scale_param_ != NULL) scale_param_->::caffe::ScaleParameter::Clear(); - clear_has_scale_param(); -} -inline const ::caffe::ScaleParameter& LayerParameter::scale_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.scale_param) - return scale_param_ != NULL ? *scale_param_ - : *::caffe::ScaleParameter::internal_default_instance(); -} -inline ::caffe::ScaleParameter* LayerParameter::mutable_scale_param() { - set_has_scale_param(); - if (scale_param_ == NULL) { - scale_param_ = new ::caffe::ScaleParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.scale_param) - return scale_param_; -} -inline ::caffe::ScaleParameter* LayerParameter::release_scale_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.scale_param) - clear_has_scale_param(); - ::caffe::ScaleParameter* temp = scale_param_; - scale_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_scale_param(::caffe::ScaleParameter* scale_param) { - delete scale_param_; - scale_param_ = scale_param; - if (scale_param) { - set_has_scale_param(); - } else { - clear_has_scale_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.scale_param) -} - -// optional .caffe.SigmoidParameter sigmoid_param = 124; -inline bool LayerParameter::has_sigmoid_param() const { - return (_has_bits_[1] & 0x00400000u) != 0; -} -inline void LayerParameter::set_has_sigmoid_param() { - _has_bits_[1] |= 0x00400000u; -} -inline void LayerParameter::clear_has_sigmoid_param() { - _has_bits_[1] &= ~0x00400000u; -} -inline void LayerParameter::clear_sigmoid_param() { - if (sigmoid_param_ != NULL) sigmoid_param_->::caffe::SigmoidParameter::Clear(); - clear_has_sigmoid_param(); -} -inline const ::caffe::SigmoidParameter& LayerParameter::sigmoid_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.sigmoid_param) - return sigmoid_param_ != NULL ? *sigmoid_param_ - : *::caffe::SigmoidParameter::internal_default_instance(); -} -inline ::caffe::SigmoidParameter* LayerParameter::mutable_sigmoid_param() { - set_has_sigmoid_param(); - if (sigmoid_param_ == NULL) { - sigmoid_param_ = new ::caffe::SigmoidParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.sigmoid_param) - return sigmoid_param_; -} -inline ::caffe::SigmoidParameter* LayerParameter::release_sigmoid_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.sigmoid_param) - clear_has_sigmoid_param(); - ::caffe::SigmoidParameter* temp = sigmoid_param_; - sigmoid_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_sigmoid_param(::caffe::SigmoidParameter* sigmoid_param) { - delete sigmoid_param_; - sigmoid_param_ = sigmoid_param; - if (sigmoid_param) { - set_has_sigmoid_param(); - } else { - clear_has_sigmoid_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.sigmoid_param) -} - -// optional .caffe.SoftmaxParameter softmax_param = 125; -inline bool LayerParameter::has_softmax_param() const { - return (_has_bits_[1] & 0x00800000u) != 0; -} -inline void LayerParameter::set_has_softmax_param() { - _has_bits_[1] |= 0x00800000u; -} -inline void LayerParameter::clear_has_softmax_param() { - _has_bits_[1] &= ~0x00800000u; -} -inline void LayerParameter::clear_softmax_param() { - if (softmax_param_ != NULL) softmax_param_->::caffe::SoftmaxParameter::Clear(); - clear_has_softmax_param(); -} -inline const ::caffe::SoftmaxParameter& LayerParameter::softmax_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.softmax_param) - return softmax_param_ != NULL ? *softmax_param_ - : *::caffe::SoftmaxParameter::internal_default_instance(); -} -inline ::caffe::SoftmaxParameter* LayerParameter::mutable_softmax_param() { - set_has_softmax_param(); - if (softmax_param_ == NULL) { - softmax_param_ = new ::caffe::SoftmaxParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.softmax_param) - return softmax_param_; -} -inline ::caffe::SoftmaxParameter* LayerParameter::release_softmax_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.softmax_param) - clear_has_softmax_param(); - ::caffe::SoftmaxParameter* temp = softmax_param_; - softmax_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_softmax_param(::caffe::SoftmaxParameter* softmax_param) { - delete softmax_param_; - softmax_param_ = softmax_param; - if (softmax_param) { - set_has_softmax_param(); - } else { - clear_has_softmax_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.softmax_param) -} - -// optional .caffe.SPPParameter spp_param = 132; -inline bool LayerParameter::has_spp_param() const { - return (_has_bits_[1] & 0x01000000u) != 0; -} -inline void LayerParameter::set_has_spp_param() { - _has_bits_[1] |= 0x01000000u; -} -inline void LayerParameter::clear_has_spp_param() { - _has_bits_[1] &= ~0x01000000u; -} -inline void LayerParameter::clear_spp_param() { - if (spp_param_ != NULL) spp_param_->::caffe::SPPParameter::Clear(); - clear_has_spp_param(); -} -inline const ::caffe::SPPParameter& LayerParameter::spp_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.spp_param) - return spp_param_ != NULL ? *spp_param_ - : *::caffe::SPPParameter::internal_default_instance(); -} -inline ::caffe::SPPParameter* LayerParameter::mutable_spp_param() { - set_has_spp_param(); - if (spp_param_ == NULL) { - spp_param_ = new ::caffe::SPPParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.spp_param) - return spp_param_; -} -inline ::caffe::SPPParameter* LayerParameter::release_spp_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.spp_param) - clear_has_spp_param(); - ::caffe::SPPParameter* temp = spp_param_; - spp_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_spp_param(::caffe::SPPParameter* spp_param) { - delete spp_param_; - spp_param_ = spp_param; - if (spp_param) { - set_has_spp_param(); - } else { - clear_has_spp_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.spp_param) -} - -// optional .caffe.SliceParameter slice_param = 126; -inline bool LayerParameter::has_slice_param() const { - return (_has_bits_[1] & 0x02000000u) != 0; -} -inline void LayerParameter::set_has_slice_param() { - _has_bits_[1] |= 0x02000000u; -} -inline void LayerParameter::clear_has_slice_param() { - _has_bits_[1] &= ~0x02000000u; -} -inline void LayerParameter::clear_slice_param() { - if (slice_param_ != NULL) slice_param_->::caffe::SliceParameter::Clear(); - clear_has_slice_param(); -} -inline const ::caffe::SliceParameter& LayerParameter::slice_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.slice_param) - return slice_param_ != NULL ? *slice_param_ - : *::caffe::SliceParameter::internal_default_instance(); -} -inline ::caffe::SliceParameter* LayerParameter::mutable_slice_param() { - set_has_slice_param(); - if (slice_param_ == NULL) { - slice_param_ = new ::caffe::SliceParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.slice_param) - return slice_param_; -} -inline ::caffe::SliceParameter* LayerParameter::release_slice_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.slice_param) - clear_has_slice_param(); - ::caffe::SliceParameter* temp = slice_param_; - slice_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_slice_param(::caffe::SliceParameter* slice_param) { - delete slice_param_; - slice_param_ = slice_param; - if (slice_param) { - set_has_slice_param(); - } else { - clear_has_slice_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.slice_param) -} - -// optional .caffe.TanHParameter tanh_param = 127; -inline bool LayerParameter::has_tanh_param() const { - return (_has_bits_[1] & 0x04000000u) != 0; -} -inline void LayerParameter::set_has_tanh_param() { - _has_bits_[1] |= 0x04000000u; -} -inline void LayerParameter::clear_has_tanh_param() { - _has_bits_[1] &= ~0x04000000u; -} -inline void LayerParameter::clear_tanh_param() { - if (tanh_param_ != NULL) tanh_param_->::caffe::TanHParameter::Clear(); - clear_has_tanh_param(); -} -inline const ::caffe::TanHParameter& LayerParameter::tanh_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.tanh_param) - return tanh_param_ != NULL ? *tanh_param_ - : *::caffe::TanHParameter::internal_default_instance(); -} -inline ::caffe::TanHParameter* LayerParameter::mutable_tanh_param() { - set_has_tanh_param(); - if (tanh_param_ == NULL) { - tanh_param_ = new ::caffe::TanHParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.tanh_param) - return tanh_param_; -} -inline ::caffe::TanHParameter* LayerParameter::release_tanh_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.tanh_param) - clear_has_tanh_param(); - ::caffe::TanHParameter* temp = tanh_param_; - tanh_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_tanh_param(::caffe::TanHParameter* tanh_param) { - delete tanh_param_; - tanh_param_ = tanh_param; - if (tanh_param) { - set_has_tanh_param(); - } else { - clear_has_tanh_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.tanh_param) -} - -// optional .caffe.ThresholdParameter threshold_param = 128; -inline bool LayerParameter::has_threshold_param() const { - return (_has_bits_[1] & 0x08000000u) != 0; -} -inline void LayerParameter::set_has_threshold_param() { - _has_bits_[1] |= 0x08000000u; -} -inline void LayerParameter::clear_has_threshold_param() { - _has_bits_[1] &= ~0x08000000u; -} -inline void LayerParameter::clear_threshold_param() { - if (threshold_param_ != NULL) threshold_param_->::caffe::ThresholdParameter::Clear(); - clear_has_threshold_param(); -} -inline const ::caffe::ThresholdParameter& LayerParameter::threshold_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.threshold_param) - return threshold_param_ != NULL ? *threshold_param_ - : *::caffe::ThresholdParameter::internal_default_instance(); -} -inline ::caffe::ThresholdParameter* LayerParameter::mutable_threshold_param() { - set_has_threshold_param(); - if (threshold_param_ == NULL) { - threshold_param_ = new ::caffe::ThresholdParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.threshold_param) - return threshold_param_; -} -inline ::caffe::ThresholdParameter* LayerParameter::release_threshold_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.threshold_param) - clear_has_threshold_param(); - ::caffe::ThresholdParameter* temp = threshold_param_; - threshold_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_threshold_param(::caffe::ThresholdParameter* threshold_param) { - delete threshold_param_; - threshold_param_ = threshold_param; - if (threshold_param) { - set_has_threshold_param(); - } else { - clear_has_threshold_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.threshold_param) -} - -// optional .caffe.TileParameter tile_param = 138; -inline bool LayerParameter::has_tile_param() const { - return (_has_bits_[1] & 0x10000000u) != 0; -} -inline void LayerParameter::set_has_tile_param() { - _has_bits_[1] |= 0x10000000u; -} -inline void LayerParameter::clear_has_tile_param() { - _has_bits_[1] &= ~0x10000000u; -} -inline void LayerParameter::clear_tile_param() { - if (tile_param_ != NULL) tile_param_->::caffe::TileParameter::Clear(); - clear_has_tile_param(); -} -inline const ::caffe::TileParameter& LayerParameter::tile_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.tile_param) - return tile_param_ != NULL ? *tile_param_ - : *::caffe::TileParameter::internal_default_instance(); -} -inline ::caffe::TileParameter* LayerParameter::mutable_tile_param() { - set_has_tile_param(); - if (tile_param_ == NULL) { - tile_param_ = new ::caffe::TileParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.tile_param) - return tile_param_; -} -inline ::caffe::TileParameter* LayerParameter::release_tile_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.tile_param) - clear_has_tile_param(); - ::caffe::TileParameter* temp = tile_param_; - tile_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_tile_param(::caffe::TileParameter* tile_param) { - delete tile_param_; - tile_param_ = tile_param; - if (tile_param) { - set_has_tile_param(); - } else { - clear_has_tile_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.tile_param) -} - -// optional .caffe.WindowDataParameter window_data_param = 129; -inline bool LayerParameter::has_window_data_param() const { - return (_has_bits_[1] & 0x20000000u) != 0; -} -inline void LayerParameter::set_has_window_data_param() { - _has_bits_[1] |= 0x20000000u; -} -inline void LayerParameter::clear_has_window_data_param() { - _has_bits_[1] &= ~0x20000000u; -} -inline void LayerParameter::clear_window_data_param() { - if (window_data_param_ != NULL) window_data_param_->::caffe::WindowDataParameter::Clear(); - clear_has_window_data_param(); -} -inline const ::caffe::WindowDataParameter& LayerParameter::window_data_param() const { - // @@protoc_insertion_point(field_get:caffe.LayerParameter.window_data_param) - return window_data_param_ != NULL ? *window_data_param_ - : *::caffe::WindowDataParameter::internal_default_instance(); -} -inline ::caffe::WindowDataParameter* LayerParameter::mutable_window_data_param() { - set_has_window_data_param(); - if (window_data_param_ == NULL) { - window_data_param_ = new ::caffe::WindowDataParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.LayerParameter.window_data_param) - return window_data_param_; -} -inline ::caffe::WindowDataParameter* LayerParameter::release_window_data_param() { - // @@protoc_insertion_point(field_release:caffe.LayerParameter.window_data_param) - clear_has_window_data_param(); - ::caffe::WindowDataParameter* temp = window_data_param_; - window_data_param_ = NULL; - return temp; -} -inline void LayerParameter::set_allocated_window_data_param(::caffe::WindowDataParameter* window_data_param) { - delete window_data_param_; - window_data_param_ = window_data_param; - if (window_data_param) { - set_has_window_data_param(); - } else { - clear_has_window_data_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.LayerParameter.window_data_param) -} - -inline const LayerParameter* LayerParameter::internal_default_instance() { - return &LayerParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// TransformationParameter - -// optional float scale = 1 [default = 1]; -inline bool TransformationParameter::has_scale() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void TransformationParameter::set_has_scale() { - _has_bits_[0] |= 0x00000001u; -} -inline void TransformationParameter::clear_has_scale() { - _has_bits_[0] &= ~0x00000001u; -} -inline void TransformationParameter::clear_scale() { - scale_ = 1; - clear_has_scale(); -} -inline float TransformationParameter::scale() const { - // @@protoc_insertion_point(field_get:caffe.TransformationParameter.scale) - return scale_; -} -inline void TransformationParameter::set_scale(float value) { - set_has_scale(); - scale_ = value; - // @@protoc_insertion_point(field_set:caffe.TransformationParameter.scale) -} - -// optional bool mirror = 2 [default = false]; -inline bool TransformationParameter::has_mirror() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void TransformationParameter::set_has_mirror() { - _has_bits_[0] |= 0x00000002u; -} -inline void TransformationParameter::clear_has_mirror() { - _has_bits_[0] &= ~0x00000002u; -} -inline void TransformationParameter::clear_mirror() { - mirror_ = false; - clear_has_mirror(); -} -inline bool TransformationParameter::mirror() const { - // @@protoc_insertion_point(field_get:caffe.TransformationParameter.mirror) - return mirror_; -} -inline void TransformationParameter::set_mirror(bool value) { - set_has_mirror(); - mirror_ = value; - // @@protoc_insertion_point(field_set:caffe.TransformationParameter.mirror) -} - -// optional uint32 crop_size = 3 [default = 0]; -inline bool TransformationParameter::has_crop_size() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -inline void TransformationParameter::set_has_crop_size() { - _has_bits_[0] |= 0x00000004u; -} -inline void TransformationParameter::clear_has_crop_size() { - _has_bits_[0] &= ~0x00000004u; -} -inline void TransformationParameter::clear_crop_size() { - crop_size_ = 0u; - clear_has_crop_size(); -} -inline ::google::protobuf::uint32 TransformationParameter::crop_size() const { - // @@protoc_insertion_point(field_get:caffe.TransformationParameter.crop_size) - return crop_size_; -} -inline void TransformationParameter::set_crop_size(::google::protobuf::uint32 value) { - set_has_crop_size(); - crop_size_ = value; - // @@protoc_insertion_point(field_set:caffe.TransformationParameter.crop_size) -} - -// optional string mean_file = 4; -inline bool TransformationParameter::has_mean_file() const { - return (_has_bits_[0] & 0x00000008u) != 0; -} -inline void TransformationParameter::set_has_mean_file() { - _has_bits_[0] |= 0x00000008u; -} -inline void TransformationParameter::clear_has_mean_file() { - _has_bits_[0] &= ~0x00000008u; -} -inline void TransformationParameter::clear_mean_file() { - mean_file_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_mean_file(); -} -inline const ::std::string& TransformationParameter::mean_file() const { - // @@protoc_insertion_point(field_get:caffe.TransformationParameter.mean_file) - return mean_file_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void TransformationParameter::set_mean_file(const ::std::string& value) { - set_has_mean_file(); - mean_file_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.TransformationParameter.mean_file) -} -inline void TransformationParameter::set_mean_file(const char* value) { - set_has_mean_file(); - mean_file_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.TransformationParameter.mean_file) -} -inline void TransformationParameter::set_mean_file(const char* value, size_t size) { - set_has_mean_file(); - mean_file_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.TransformationParameter.mean_file) -} -inline ::std::string* TransformationParameter::mutable_mean_file() { - set_has_mean_file(); - // @@protoc_insertion_point(field_mutable:caffe.TransformationParameter.mean_file) - return mean_file_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline ::std::string* TransformationParameter::release_mean_file() { - // @@protoc_insertion_point(field_release:caffe.TransformationParameter.mean_file) - clear_has_mean_file(); - return mean_file_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void TransformationParameter::set_allocated_mean_file(::std::string* mean_file) { - if (mean_file != NULL) { - set_has_mean_file(); - } else { - clear_has_mean_file(); - } - mean_file_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), mean_file); - // @@protoc_insertion_point(field_set_allocated:caffe.TransformationParameter.mean_file) -} - -// repeated float mean_value = 5; -inline int TransformationParameter::mean_value_size() const { - return mean_value_.size(); -} -inline void TransformationParameter::clear_mean_value() { - mean_value_.Clear(); -} -inline float TransformationParameter::mean_value(int index) const { - // @@protoc_insertion_point(field_get:caffe.TransformationParameter.mean_value) - return mean_value_.Get(index); -} -inline void TransformationParameter::set_mean_value(int index, float value) { - mean_value_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.TransformationParameter.mean_value) -} -inline void TransformationParameter::add_mean_value(float value) { - mean_value_.Add(value); - // @@protoc_insertion_point(field_add:caffe.TransformationParameter.mean_value) -} -inline const ::google::protobuf::RepeatedField< float >& -TransformationParameter::mean_value() const { - // @@protoc_insertion_point(field_list:caffe.TransformationParameter.mean_value) - return mean_value_; -} -inline ::google::protobuf::RepeatedField< float >* -TransformationParameter::mutable_mean_value() { - // @@protoc_insertion_point(field_mutable_list:caffe.TransformationParameter.mean_value) - return &mean_value_; -} - -// optional bool force_color = 6 [default = false]; -inline bool TransformationParameter::has_force_color() const { - return (_has_bits_[0] & 0x00000020u) != 0; -} -inline void TransformationParameter::set_has_force_color() { - _has_bits_[0] |= 0x00000020u; -} -inline void TransformationParameter::clear_has_force_color() { - _has_bits_[0] &= ~0x00000020u; -} -inline void TransformationParameter::clear_force_color() { - force_color_ = false; - clear_has_force_color(); -} -inline bool TransformationParameter::force_color() const { - // @@protoc_insertion_point(field_get:caffe.TransformationParameter.force_color) - return force_color_; -} -inline void TransformationParameter::set_force_color(bool value) { - set_has_force_color(); - force_color_ = value; - // @@protoc_insertion_point(field_set:caffe.TransformationParameter.force_color) -} - -// optional bool force_gray = 7 [default = false]; -inline bool TransformationParameter::has_force_gray() const { - return (_has_bits_[0] & 0x00000040u) != 0; -} -inline void TransformationParameter::set_has_force_gray() { - _has_bits_[0] |= 0x00000040u; -} -inline void TransformationParameter::clear_has_force_gray() { - _has_bits_[0] &= ~0x00000040u; -} -inline void TransformationParameter::clear_force_gray() { - force_gray_ = false; - clear_has_force_gray(); -} -inline bool TransformationParameter::force_gray() const { - // @@protoc_insertion_point(field_get:caffe.TransformationParameter.force_gray) - return force_gray_; -} -inline void TransformationParameter::set_force_gray(bool value) { - set_has_force_gray(); - force_gray_ = value; - // @@protoc_insertion_point(field_set:caffe.TransformationParameter.force_gray) -} - -inline const TransformationParameter* TransformationParameter::internal_default_instance() { - return &TransformationParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// LossParameter - -// optional int32 ignore_label = 1; -inline bool LossParameter::has_ignore_label() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void LossParameter::set_has_ignore_label() { - _has_bits_[0] |= 0x00000001u; -} -inline void LossParameter::clear_has_ignore_label() { - _has_bits_[0] &= ~0x00000001u; -} -inline void LossParameter::clear_ignore_label() { - ignore_label_ = 0; - clear_has_ignore_label(); -} -inline ::google::protobuf::int32 LossParameter::ignore_label() const { - // @@protoc_insertion_point(field_get:caffe.LossParameter.ignore_label) - return ignore_label_; -} -inline void LossParameter::set_ignore_label(::google::protobuf::int32 value) { - set_has_ignore_label(); - ignore_label_ = value; - // @@protoc_insertion_point(field_set:caffe.LossParameter.ignore_label) -} - -// optional .caffe.LossParameter.NormalizationMode normalization = 3 [default = VALID]; -inline bool LossParameter::has_normalization() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void LossParameter::set_has_normalization() { - _has_bits_[0] |= 0x00000002u; -} -inline void LossParameter::clear_has_normalization() { - _has_bits_[0] &= ~0x00000002u; -} -inline void LossParameter::clear_normalization() { - normalization_ = 1; - clear_has_normalization(); -} -inline ::caffe::LossParameter_NormalizationMode LossParameter::normalization() const { - // @@protoc_insertion_point(field_get:caffe.LossParameter.normalization) - return static_cast< ::caffe::LossParameter_NormalizationMode >(normalization_); -} -inline void LossParameter::set_normalization(::caffe::LossParameter_NormalizationMode value) { - assert(::caffe::LossParameter_NormalizationMode_IsValid(value)); - set_has_normalization(); - normalization_ = value; - // @@protoc_insertion_point(field_set:caffe.LossParameter.normalization) -} - -// optional bool normalize = 2; -inline bool LossParameter::has_normalize() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -inline void LossParameter::set_has_normalize() { - _has_bits_[0] |= 0x00000004u; -} -inline void LossParameter::clear_has_normalize() { - _has_bits_[0] &= ~0x00000004u; -} -inline void LossParameter::clear_normalize() { - normalize_ = false; - clear_has_normalize(); -} -inline bool LossParameter::normalize() const { - // @@protoc_insertion_point(field_get:caffe.LossParameter.normalize) - return normalize_; -} -inline void LossParameter::set_normalize(bool value) { - set_has_normalize(); - normalize_ = value; - // @@protoc_insertion_point(field_set:caffe.LossParameter.normalize) -} - -inline const LossParameter* LossParameter::internal_default_instance() { - return &LossParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// AccuracyParameter - -// optional uint32 top_k = 1 [default = 1]; -inline bool AccuracyParameter::has_top_k() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void AccuracyParameter::set_has_top_k() { - _has_bits_[0] |= 0x00000001u; -} -inline void AccuracyParameter::clear_has_top_k() { - _has_bits_[0] &= ~0x00000001u; -} -inline void AccuracyParameter::clear_top_k() { - top_k_ = 1u; - clear_has_top_k(); -} -inline ::google::protobuf::uint32 AccuracyParameter::top_k() const { - // @@protoc_insertion_point(field_get:caffe.AccuracyParameter.top_k) - return top_k_; -} -inline void AccuracyParameter::set_top_k(::google::protobuf::uint32 value) { - set_has_top_k(); - top_k_ = value; - // @@protoc_insertion_point(field_set:caffe.AccuracyParameter.top_k) -} - -// optional int32 axis = 2 [default = 1]; -inline bool AccuracyParameter::has_axis() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void AccuracyParameter::set_has_axis() { - _has_bits_[0] |= 0x00000002u; -} -inline void AccuracyParameter::clear_has_axis() { - _has_bits_[0] &= ~0x00000002u; -} -inline void AccuracyParameter::clear_axis() { - axis_ = 1; - clear_has_axis(); -} -inline ::google::protobuf::int32 AccuracyParameter::axis() const { - // @@protoc_insertion_point(field_get:caffe.AccuracyParameter.axis) - return axis_; -} -inline void AccuracyParameter::set_axis(::google::protobuf::int32 value) { - set_has_axis(); - axis_ = value; - // @@protoc_insertion_point(field_set:caffe.AccuracyParameter.axis) -} - -// optional int32 ignore_label = 3; -inline bool AccuracyParameter::has_ignore_label() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -inline void AccuracyParameter::set_has_ignore_label() { - _has_bits_[0] |= 0x00000004u; -} -inline void AccuracyParameter::clear_has_ignore_label() { - _has_bits_[0] &= ~0x00000004u; -} -inline void AccuracyParameter::clear_ignore_label() { - ignore_label_ = 0; - clear_has_ignore_label(); -} -inline ::google::protobuf::int32 AccuracyParameter::ignore_label() const { - // @@protoc_insertion_point(field_get:caffe.AccuracyParameter.ignore_label) - return ignore_label_; -} -inline void AccuracyParameter::set_ignore_label(::google::protobuf::int32 value) { - set_has_ignore_label(); - ignore_label_ = value; - // @@protoc_insertion_point(field_set:caffe.AccuracyParameter.ignore_label) -} - -inline const AccuracyParameter* AccuracyParameter::internal_default_instance() { - return &AccuracyParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// ArgMaxParameter - -// optional bool out_max_val = 1 [default = false]; -inline bool ArgMaxParameter::has_out_max_val() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void ArgMaxParameter::set_has_out_max_val() { - _has_bits_[0] |= 0x00000001u; -} -inline void ArgMaxParameter::clear_has_out_max_val() { - _has_bits_[0] &= ~0x00000001u; -} -inline void ArgMaxParameter::clear_out_max_val() { - out_max_val_ = false; - clear_has_out_max_val(); -} -inline bool ArgMaxParameter::out_max_val() const { - // @@protoc_insertion_point(field_get:caffe.ArgMaxParameter.out_max_val) - return out_max_val_; -} -inline void ArgMaxParameter::set_out_max_val(bool value) { - set_has_out_max_val(); - out_max_val_ = value; - // @@protoc_insertion_point(field_set:caffe.ArgMaxParameter.out_max_val) -} - -// optional uint32 top_k = 2 [default = 1]; -inline bool ArgMaxParameter::has_top_k() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void ArgMaxParameter::set_has_top_k() { - _has_bits_[0] |= 0x00000002u; -} -inline void ArgMaxParameter::clear_has_top_k() { - _has_bits_[0] &= ~0x00000002u; -} -inline void ArgMaxParameter::clear_top_k() { - top_k_ = 1u; - clear_has_top_k(); -} -inline ::google::protobuf::uint32 ArgMaxParameter::top_k() const { - // @@protoc_insertion_point(field_get:caffe.ArgMaxParameter.top_k) - return top_k_; -} -inline void ArgMaxParameter::set_top_k(::google::protobuf::uint32 value) { - set_has_top_k(); - top_k_ = value; - // @@protoc_insertion_point(field_set:caffe.ArgMaxParameter.top_k) -} - -// optional int32 axis = 3; -inline bool ArgMaxParameter::has_axis() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -inline void ArgMaxParameter::set_has_axis() { - _has_bits_[0] |= 0x00000004u; -} -inline void ArgMaxParameter::clear_has_axis() { - _has_bits_[0] &= ~0x00000004u; -} -inline void ArgMaxParameter::clear_axis() { - axis_ = 0; - clear_has_axis(); -} -inline ::google::protobuf::int32 ArgMaxParameter::axis() const { - // @@protoc_insertion_point(field_get:caffe.ArgMaxParameter.axis) - return axis_; -} -inline void ArgMaxParameter::set_axis(::google::protobuf::int32 value) { - set_has_axis(); - axis_ = value; - // @@protoc_insertion_point(field_set:caffe.ArgMaxParameter.axis) -} - -inline const ArgMaxParameter* ArgMaxParameter::internal_default_instance() { - return &ArgMaxParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// ConcatParameter - -// optional int32 axis = 2 [default = 1]; -inline bool ConcatParameter::has_axis() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void ConcatParameter::set_has_axis() { - _has_bits_[0] |= 0x00000001u; -} -inline void ConcatParameter::clear_has_axis() { - _has_bits_[0] &= ~0x00000001u; -} -inline void ConcatParameter::clear_axis() { - axis_ = 1; - clear_has_axis(); -} -inline ::google::protobuf::int32 ConcatParameter::axis() const { - // @@protoc_insertion_point(field_get:caffe.ConcatParameter.axis) - return axis_; -} -inline void ConcatParameter::set_axis(::google::protobuf::int32 value) { - set_has_axis(); - axis_ = value; - // @@protoc_insertion_point(field_set:caffe.ConcatParameter.axis) -} - -// optional uint32 concat_dim = 1 [default = 1]; -inline bool ConcatParameter::has_concat_dim() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void ConcatParameter::set_has_concat_dim() { - _has_bits_[0] |= 0x00000002u; -} -inline void ConcatParameter::clear_has_concat_dim() { - _has_bits_[0] &= ~0x00000002u; -} -inline void ConcatParameter::clear_concat_dim() { - concat_dim_ = 1u; - clear_has_concat_dim(); -} -inline ::google::protobuf::uint32 ConcatParameter::concat_dim() const { - // @@protoc_insertion_point(field_get:caffe.ConcatParameter.concat_dim) - return concat_dim_; -} -inline void ConcatParameter::set_concat_dim(::google::protobuf::uint32 value) { - set_has_concat_dim(); - concat_dim_ = value; - // @@protoc_insertion_point(field_set:caffe.ConcatParameter.concat_dim) -} - -inline const ConcatParameter* ConcatParameter::internal_default_instance() { - return &ConcatParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// BatchNormParameter - -// optional bool use_global_stats = 1; -inline bool BatchNormParameter::has_use_global_stats() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void BatchNormParameter::set_has_use_global_stats() { - _has_bits_[0] |= 0x00000001u; -} -inline void BatchNormParameter::clear_has_use_global_stats() { - _has_bits_[0] &= ~0x00000001u; -} -inline void BatchNormParameter::clear_use_global_stats() { - use_global_stats_ = false; - clear_has_use_global_stats(); -} -inline bool BatchNormParameter::use_global_stats() const { - // @@protoc_insertion_point(field_get:caffe.BatchNormParameter.use_global_stats) - return use_global_stats_; -} -inline void BatchNormParameter::set_use_global_stats(bool value) { - set_has_use_global_stats(); - use_global_stats_ = value; - // @@protoc_insertion_point(field_set:caffe.BatchNormParameter.use_global_stats) -} - -// optional float moving_average_fraction = 2 [default = 0.999]; -inline bool BatchNormParameter::has_moving_average_fraction() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void BatchNormParameter::set_has_moving_average_fraction() { - _has_bits_[0] |= 0x00000002u; -} -inline void BatchNormParameter::clear_has_moving_average_fraction() { - _has_bits_[0] &= ~0x00000002u; -} -inline void BatchNormParameter::clear_moving_average_fraction() { - moving_average_fraction_ = 0.999f; - clear_has_moving_average_fraction(); -} -inline float BatchNormParameter::moving_average_fraction() const { - // @@protoc_insertion_point(field_get:caffe.BatchNormParameter.moving_average_fraction) - return moving_average_fraction_; -} -inline void BatchNormParameter::set_moving_average_fraction(float value) { - set_has_moving_average_fraction(); - moving_average_fraction_ = value; - // @@protoc_insertion_point(field_set:caffe.BatchNormParameter.moving_average_fraction) -} - -// optional float eps = 3 [default = 1e-05]; -inline bool BatchNormParameter::has_eps() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -inline void BatchNormParameter::set_has_eps() { - _has_bits_[0] |= 0x00000004u; -} -inline void BatchNormParameter::clear_has_eps() { - _has_bits_[0] &= ~0x00000004u; -} -inline void BatchNormParameter::clear_eps() { - eps_ = 1e-05f; - clear_has_eps(); -} -inline float BatchNormParameter::eps() const { - // @@protoc_insertion_point(field_get:caffe.BatchNormParameter.eps) - return eps_; -} -inline void BatchNormParameter::set_eps(float value) { - set_has_eps(); - eps_ = value; - // @@protoc_insertion_point(field_set:caffe.BatchNormParameter.eps) -} - -inline const BatchNormParameter* BatchNormParameter::internal_default_instance() { - return &BatchNormParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// BiasParameter - -// optional int32 axis = 1 [default = 1]; -inline bool BiasParameter::has_axis() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void BiasParameter::set_has_axis() { - _has_bits_[0] |= 0x00000001u; -} -inline void BiasParameter::clear_has_axis() { - _has_bits_[0] &= ~0x00000001u; -} -inline void BiasParameter::clear_axis() { - axis_ = 1; - clear_has_axis(); -} -inline ::google::protobuf::int32 BiasParameter::axis() const { - // @@protoc_insertion_point(field_get:caffe.BiasParameter.axis) - return axis_; -} -inline void BiasParameter::set_axis(::google::protobuf::int32 value) { - set_has_axis(); - axis_ = value; - // @@protoc_insertion_point(field_set:caffe.BiasParameter.axis) -} - -// optional int32 num_axes = 2 [default = 1]; -inline bool BiasParameter::has_num_axes() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void BiasParameter::set_has_num_axes() { - _has_bits_[0] |= 0x00000002u; -} -inline void BiasParameter::clear_has_num_axes() { - _has_bits_[0] &= ~0x00000002u; -} -inline void BiasParameter::clear_num_axes() { - num_axes_ = 1; - clear_has_num_axes(); -} -inline ::google::protobuf::int32 BiasParameter::num_axes() const { - // @@protoc_insertion_point(field_get:caffe.BiasParameter.num_axes) - return num_axes_; -} -inline void BiasParameter::set_num_axes(::google::protobuf::int32 value) { - set_has_num_axes(); - num_axes_ = value; - // @@protoc_insertion_point(field_set:caffe.BiasParameter.num_axes) -} - -// optional .caffe.FillerParameter filler = 3; -inline bool BiasParameter::has_filler() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -inline void BiasParameter::set_has_filler() { - _has_bits_[0] |= 0x00000004u; -} -inline void BiasParameter::clear_has_filler() { - _has_bits_[0] &= ~0x00000004u; -} -inline void BiasParameter::clear_filler() { - if (filler_ != NULL) filler_->::caffe::FillerParameter::Clear(); - clear_has_filler(); -} -inline const ::caffe::FillerParameter& BiasParameter::filler() const { - // @@protoc_insertion_point(field_get:caffe.BiasParameter.filler) - return filler_ != NULL ? *filler_ - : *::caffe::FillerParameter::internal_default_instance(); -} -inline ::caffe::FillerParameter* BiasParameter::mutable_filler() { - set_has_filler(); - if (filler_ == NULL) { - filler_ = new ::caffe::FillerParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.BiasParameter.filler) - return filler_; -} -inline ::caffe::FillerParameter* BiasParameter::release_filler() { - // @@protoc_insertion_point(field_release:caffe.BiasParameter.filler) - clear_has_filler(); - ::caffe::FillerParameter* temp = filler_; - filler_ = NULL; - return temp; -} -inline void BiasParameter::set_allocated_filler(::caffe::FillerParameter* filler) { - delete filler_; - filler_ = filler; - if (filler) { - set_has_filler(); - } else { - clear_has_filler(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.BiasParameter.filler) -} - -inline const BiasParameter* BiasParameter::internal_default_instance() { - return &BiasParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// ContrastiveLossParameter - -// optional float margin = 1 [default = 1]; -inline bool ContrastiveLossParameter::has_margin() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void ContrastiveLossParameter::set_has_margin() { - _has_bits_[0] |= 0x00000001u; -} -inline void ContrastiveLossParameter::clear_has_margin() { - _has_bits_[0] &= ~0x00000001u; -} -inline void ContrastiveLossParameter::clear_margin() { - margin_ = 1; - clear_has_margin(); -} -inline float ContrastiveLossParameter::margin() const { - // @@protoc_insertion_point(field_get:caffe.ContrastiveLossParameter.margin) - return margin_; -} -inline void ContrastiveLossParameter::set_margin(float value) { - set_has_margin(); - margin_ = value; - // @@protoc_insertion_point(field_set:caffe.ContrastiveLossParameter.margin) -} - -// optional bool legacy_version = 2 [default = false]; -inline bool ContrastiveLossParameter::has_legacy_version() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void ContrastiveLossParameter::set_has_legacy_version() { - _has_bits_[0] |= 0x00000002u; -} -inline void ContrastiveLossParameter::clear_has_legacy_version() { - _has_bits_[0] &= ~0x00000002u; -} -inline void ContrastiveLossParameter::clear_legacy_version() { - legacy_version_ = false; - clear_has_legacy_version(); -} -inline bool ContrastiveLossParameter::legacy_version() const { - // @@protoc_insertion_point(field_get:caffe.ContrastiveLossParameter.legacy_version) - return legacy_version_; -} -inline void ContrastiveLossParameter::set_legacy_version(bool value) { - set_has_legacy_version(); - legacy_version_ = value; - // @@protoc_insertion_point(field_set:caffe.ContrastiveLossParameter.legacy_version) -} - -inline const ContrastiveLossParameter* ContrastiveLossParameter::internal_default_instance() { - return &ContrastiveLossParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// ConvolutionParameter - -// optional uint32 num_output = 1; -inline bool ConvolutionParameter::has_num_output() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void ConvolutionParameter::set_has_num_output() { - _has_bits_[0] |= 0x00000001u; -} -inline void ConvolutionParameter::clear_has_num_output() { - _has_bits_[0] &= ~0x00000001u; -} -inline void ConvolutionParameter::clear_num_output() { - num_output_ = 0u; - clear_has_num_output(); -} -inline ::google::protobuf::uint32 ConvolutionParameter::num_output() const { - // @@protoc_insertion_point(field_get:caffe.ConvolutionParameter.num_output) - return num_output_; -} -inline void ConvolutionParameter::set_num_output(::google::protobuf::uint32 value) { - set_has_num_output(); - num_output_ = value; - // @@protoc_insertion_point(field_set:caffe.ConvolutionParameter.num_output) -} - -// optional bool bias_term = 2 [default = true]; -inline bool ConvolutionParameter::has_bias_term() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void ConvolutionParameter::set_has_bias_term() { - _has_bits_[0] |= 0x00000002u; -} -inline void ConvolutionParameter::clear_has_bias_term() { - _has_bits_[0] &= ~0x00000002u; -} -inline void ConvolutionParameter::clear_bias_term() { - bias_term_ = true; - clear_has_bias_term(); -} -inline bool ConvolutionParameter::bias_term() const { - // @@protoc_insertion_point(field_get:caffe.ConvolutionParameter.bias_term) - return bias_term_; -} -inline void ConvolutionParameter::set_bias_term(bool value) { - set_has_bias_term(); - bias_term_ = value; - // @@protoc_insertion_point(field_set:caffe.ConvolutionParameter.bias_term) -} - -// repeated uint32 pad = 3; -inline int ConvolutionParameter::pad_size() const { - return pad_.size(); -} -inline void ConvolutionParameter::clear_pad() { - pad_.Clear(); -} -inline ::google::protobuf::uint32 ConvolutionParameter::pad(int index) const { - // @@protoc_insertion_point(field_get:caffe.ConvolutionParameter.pad) - return pad_.Get(index); -} -inline void ConvolutionParameter::set_pad(int index, ::google::protobuf::uint32 value) { - pad_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.ConvolutionParameter.pad) -} -inline void ConvolutionParameter::add_pad(::google::protobuf::uint32 value) { - pad_.Add(value); - // @@protoc_insertion_point(field_add:caffe.ConvolutionParameter.pad) -} -inline const ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >& -ConvolutionParameter::pad() const { - // @@protoc_insertion_point(field_list:caffe.ConvolutionParameter.pad) - return pad_; -} -inline ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >* -ConvolutionParameter::mutable_pad() { - // @@protoc_insertion_point(field_mutable_list:caffe.ConvolutionParameter.pad) - return &pad_; -} - -// repeated uint32 kernel_size = 4; -inline int ConvolutionParameter::kernel_size_size() const { - return kernel_size_.size(); -} -inline void ConvolutionParameter::clear_kernel_size() { - kernel_size_.Clear(); -} -inline ::google::protobuf::uint32 ConvolutionParameter::kernel_size(int index) const { - // @@protoc_insertion_point(field_get:caffe.ConvolutionParameter.kernel_size) - return kernel_size_.Get(index); -} -inline void ConvolutionParameter::set_kernel_size(int index, ::google::protobuf::uint32 value) { - kernel_size_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.ConvolutionParameter.kernel_size) -} -inline void ConvolutionParameter::add_kernel_size(::google::protobuf::uint32 value) { - kernel_size_.Add(value); - // @@protoc_insertion_point(field_add:caffe.ConvolutionParameter.kernel_size) -} -inline const ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >& -ConvolutionParameter::kernel_size() const { - // @@protoc_insertion_point(field_list:caffe.ConvolutionParameter.kernel_size) - return kernel_size_; -} -inline ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >* -ConvolutionParameter::mutable_kernel_size() { - // @@protoc_insertion_point(field_mutable_list:caffe.ConvolutionParameter.kernel_size) - return &kernel_size_; -} - -// repeated uint32 stride = 6; -inline int ConvolutionParameter::stride_size() const { - return stride_.size(); -} -inline void ConvolutionParameter::clear_stride() { - stride_.Clear(); -} -inline ::google::protobuf::uint32 ConvolutionParameter::stride(int index) const { - // @@protoc_insertion_point(field_get:caffe.ConvolutionParameter.stride) - return stride_.Get(index); -} -inline void ConvolutionParameter::set_stride(int index, ::google::protobuf::uint32 value) { - stride_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.ConvolutionParameter.stride) -} -inline void ConvolutionParameter::add_stride(::google::protobuf::uint32 value) { - stride_.Add(value); - // @@protoc_insertion_point(field_add:caffe.ConvolutionParameter.stride) -} -inline const ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >& -ConvolutionParameter::stride() const { - // @@protoc_insertion_point(field_list:caffe.ConvolutionParameter.stride) - return stride_; -} -inline ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >* -ConvolutionParameter::mutable_stride() { - // @@protoc_insertion_point(field_mutable_list:caffe.ConvolutionParameter.stride) - return &stride_; -} - -// repeated uint32 dilation = 18; -inline int ConvolutionParameter::dilation_size() const { - return dilation_.size(); -} -inline void ConvolutionParameter::clear_dilation() { - dilation_.Clear(); -} -inline ::google::protobuf::uint32 ConvolutionParameter::dilation(int index) const { - // @@protoc_insertion_point(field_get:caffe.ConvolutionParameter.dilation) - return dilation_.Get(index); -} -inline void ConvolutionParameter::set_dilation(int index, ::google::protobuf::uint32 value) { - dilation_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.ConvolutionParameter.dilation) -} -inline void ConvolutionParameter::add_dilation(::google::protobuf::uint32 value) { - dilation_.Add(value); - // @@protoc_insertion_point(field_add:caffe.ConvolutionParameter.dilation) -} -inline const ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >& -ConvolutionParameter::dilation() const { - // @@protoc_insertion_point(field_list:caffe.ConvolutionParameter.dilation) - return dilation_; -} -inline ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >* -ConvolutionParameter::mutable_dilation() { - // @@protoc_insertion_point(field_mutable_list:caffe.ConvolutionParameter.dilation) - return &dilation_; -} - -// optional uint32 pad_h = 9 [default = 0]; -inline bool ConvolutionParameter::has_pad_h() const { - return (_has_bits_[0] & 0x00000040u) != 0; -} -inline void ConvolutionParameter::set_has_pad_h() { - _has_bits_[0] |= 0x00000040u; -} -inline void ConvolutionParameter::clear_has_pad_h() { - _has_bits_[0] &= ~0x00000040u; -} -inline void ConvolutionParameter::clear_pad_h() { - pad_h_ = 0u; - clear_has_pad_h(); -} -inline ::google::protobuf::uint32 ConvolutionParameter::pad_h() const { - // @@protoc_insertion_point(field_get:caffe.ConvolutionParameter.pad_h) - return pad_h_; -} -inline void ConvolutionParameter::set_pad_h(::google::protobuf::uint32 value) { - set_has_pad_h(); - pad_h_ = value; - // @@protoc_insertion_point(field_set:caffe.ConvolutionParameter.pad_h) -} - -// optional uint32 pad_w = 10 [default = 0]; -inline bool ConvolutionParameter::has_pad_w() const { - return (_has_bits_[0] & 0x00000080u) != 0; -} -inline void ConvolutionParameter::set_has_pad_w() { - _has_bits_[0] |= 0x00000080u; -} -inline void ConvolutionParameter::clear_has_pad_w() { - _has_bits_[0] &= ~0x00000080u; -} -inline void ConvolutionParameter::clear_pad_w() { - pad_w_ = 0u; - clear_has_pad_w(); -} -inline ::google::protobuf::uint32 ConvolutionParameter::pad_w() const { - // @@protoc_insertion_point(field_get:caffe.ConvolutionParameter.pad_w) - return pad_w_; -} -inline void ConvolutionParameter::set_pad_w(::google::protobuf::uint32 value) { - set_has_pad_w(); - pad_w_ = value; - // @@protoc_insertion_point(field_set:caffe.ConvolutionParameter.pad_w) -} - -// optional uint32 kernel_h = 11; -inline bool ConvolutionParameter::has_kernel_h() const { - return (_has_bits_[0] & 0x00000100u) != 0; -} -inline void ConvolutionParameter::set_has_kernel_h() { - _has_bits_[0] |= 0x00000100u; -} -inline void ConvolutionParameter::clear_has_kernel_h() { - _has_bits_[0] &= ~0x00000100u; -} -inline void ConvolutionParameter::clear_kernel_h() { - kernel_h_ = 0u; - clear_has_kernel_h(); -} -inline ::google::protobuf::uint32 ConvolutionParameter::kernel_h() const { - // @@protoc_insertion_point(field_get:caffe.ConvolutionParameter.kernel_h) - return kernel_h_; -} -inline void ConvolutionParameter::set_kernel_h(::google::protobuf::uint32 value) { - set_has_kernel_h(); - kernel_h_ = value; - // @@protoc_insertion_point(field_set:caffe.ConvolutionParameter.kernel_h) -} - -// optional uint32 kernel_w = 12; -inline bool ConvolutionParameter::has_kernel_w() const { - return (_has_bits_[0] & 0x00000200u) != 0; -} -inline void ConvolutionParameter::set_has_kernel_w() { - _has_bits_[0] |= 0x00000200u; -} -inline void ConvolutionParameter::clear_has_kernel_w() { - _has_bits_[0] &= ~0x00000200u; -} -inline void ConvolutionParameter::clear_kernel_w() { - kernel_w_ = 0u; - clear_has_kernel_w(); -} -inline ::google::protobuf::uint32 ConvolutionParameter::kernel_w() const { - // @@protoc_insertion_point(field_get:caffe.ConvolutionParameter.kernel_w) - return kernel_w_; -} -inline void ConvolutionParameter::set_kernel_w(::google::protobuf::uint32 value) { - set_has_kernel_w(); - kernel_w_ = value; - // @@protoc_insertion_point(field_set:caffe.ConvolutionParameter.kernel_w) -} - -// optional uint32 stride_h = 13; -inline bool ConvolutionParameter::has_stride_h() const { - return (_has_bits_[0] & 0x00000400u) != 0; -} -inline void ConvolutionParameter::set_has_stride_h() { - _has_bits_[0] |= 0x00000400u; -} -inline void ConvolutionParameter::clear_has_stride_h() { - _has_bits_[0] &= ~0x00000400u; -} -inline void ConvolutionParameter::clear_stride_h() { - stride_h_ = 0u; - clear_has_stride_h(); -} -inline ::google::protobuf::uint32 ConvolutionParameter::stride_h() const { - // @@protoc_insertion_point(field_get:caffe.ConvolutionParameter.stride_h) - return stride_h_; -} -inline void ConvolutionParameter::set_stride_h(::google::protobuf::uint32 value) { - set_has_stride_h(); - stride_h_ = value; - // @@protoc_insertion_point(field_set:caffe.ConvolutionParameter.stride_h) -} - -// optional uint32 stride_w = 14; -inline bool ConvolutionParameter::has_stride_w() const { - return (_has_bits_[0] & 0x00000800u) != 0; -} -inline void ConvolutionParameter::set_has_stride_w() { - _has_bits_[0] |= 0x00000800u; -} -inline void ConvolutionParameter::clear_has_stride_w() { - _has_bits_[0] &= ~0x00000800u; -} -inline void ConvolutionParameter::clear_stride_w() { - stride_w_ = 0u; - clear_has_stride_w(); -} -inline ::google::protobuf::uint32 ConvolutionParameter::stride_w() const { - // @@protoc_insertion_point(field_get:caffe.ConvolutionParameter.stride_w) - return stride_w_; -} -inline void ConvolutionParameter::set_stride_w(::google::protobuf::uint32 value) { - set_has_stride_w(); - stride_w_ = value; - // @@protoc_insertion_point(field_set:caffe.ConvolutionParameter.stride_w) -} - -// optional uint32 group = 5 [default = 1]; -inline bool ConvolutionParameter::has_group() const { - return (_has_bits_[0] & 0x00001000u) != 0; -} -inline void ConvolutionParameter::set_has_group() { - _has_bits_[0] |= 0x00001000u; -} -inline void ConvolutionParameter::clear_has_group() { - _has_bits_[0] &= ~0x00001000u; -} -inline void ConvolutionParameter::clear_group() { - group_ = 1u; - clear_has_group(); -} -inline ::google::protobuf::uint32 ConvolutionParameter::group() const { - // @@protoc_insertion_point(field_get:caffe.ConvolutionParameter.group) - return group_; -} -inline void ConvolutionParameter::set_group(::google::protobuf::uint32 value) { - set_has_group(); - group_ = value; - // @@protoc_insertion_point(field_set:caffe.ConvolutionParameter.group) -} - -// optional .caffe.FillerParameter weight_filler = 7; -inline bool ConvolutionParameter::has_weight_filler() const { - return (_has_bits_[0] & 0x00002000u) != 0; -} -inline void ConvolutionParameter::set_has_weight_filler() { - _has_bits_[0] |= 0x00002000u; -} -inline void ConvolutionParameter::clear_has_weight_filler() { - _has_bits_[0] &= ~0x00002000u; -} -inline void ConvolutionParameter::clear_weight_filler() { - if (weight_filler_ != NULL) weight_filler_->::caffe::FillerParameter::Clear(); - clear_has_weight_filler(); -} -inline const ::caffe::FillerParameter& ConvolutionParameter::weight_filler() const { - // @@protoc_insertion_point(field_get:caffe.ConvolutionParameter.weight_filler) - return weight_filler_ != NULL ? *weight_filler_ - : *::caffe::FillerParameter::internal_default_instance(); -} -inline ::caffe::FillerParameter* ConvolutionParameter::mutable_weight_filler() { - set_has_weight_filler(); - if (weight_filler_ == NULL) { - weight_filler_ = new ::caffe::FillerParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.ConvolutionParameter.weight_filler) - return weight_filler_; -} -inline ::caffe::FillerParameter* ConvolutionParameter::release_weight_filler() { - // @@protoc_insertion_point(field_release:caffe.ConvolutionParameter.weight_filler) - clear_has_weight_filler(); - ::caffe::FillerParameter* temp = weight_filler_; - weight_filler_ = NULL; - return temp; -} -inline void ConvolutionParameter::set_allocated_weight_filler(::caffe::FillerParameter* weight_filler) { - delete weight_filler_; - weight_filler_ = weight_filler; - if (weight_filler) { - set_has_weight_filler(); - } else { - clear_has_weight_filler(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.ConvolutionParameter.weight_filler) -} - -// optional .caffe.FillerParameter bias_filler = 8; -inline bool ConvolutionParameter::has_bias_filler() const { - return (_has_bits_[0] & 0x00004000u) != 0; -} -inline void ConvolutionParameter::set_has_bias_filler() { - _has_bits_[0] |= 0x00004000u; -} -inline void ConvolutionParameter::clear_has_bias_filler() { - _has_bits_[0] &= ~0x00004000u; -} -inline void ConvolutionParameter::clear_bias_filler() { - if (bias_filler_ != NULL) bias_filler_->::caffe::FillerParameter::Clear(); - clear_has_bias_filler(); -} -inline const ::caffe::FillerParameter& ConvolutionParameter::bias_filler() const { - // @@protoc_insertion_point(field_get:caffe.ConvolutionParameter.bias_filler) - return bias_filler_ != NULL ? *bias_filler_ - : *::caffe::FillerParameter::internal_default_instance(); -} -inline ::caffe::FillerParameter* ConvolutionParameter::mutable_bias_filler() { - set_has_bias_filler(); - if (bias_filler_ == NULL) { - bias_filler_ = new ::caffe::FillerParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.ConvolutionParameter.bias_filler) - return bias_filler_; -} -inline ::caffe::FillerParameter* ConvolutionParameter::release_bias_filler() { - // @@protoc_insertion_point(field_release:caffe.ConvolutionParameter.bias_filler) - clear_has_bias_filler(); - ::caffe::FillerParameter* temp = bias_filler_; - bias_filler_ = NULL; - return temp; -} -inline void ConvolutionParameter::set_allocated_bias_filler(::caffe::FillerParameter* bias_filler) { - delete bias_filler_; - bias_filler_ = bias_filler; - if (bias_filler) { - set_has_bias_filler(); - } else { - clear_has_bias_filler(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.ConvolutionParameter.bias_filler) -} - -// optional .caffe.ConvolutionParameter.Engine engine = 15 [default = DEFAULT]; -inline bool ConvolutionParameter::has_engine() const { - return (_has_bits_[0] & 0x00008000u) != 0; -} -inline void ConvolutionParameter::set_has_engine() { - _has_bits_[0] |= 0x00008000u; -} -inline void ConvolutionParameter::clear_has_engine() { - _has_bits_[0] &= ~0x00008000u; -} -inline void ConvolutionParameter::clear_engine() { - engine_ = 0; - clear_has_engine(); -} -inline ::caffe::ConvolutionParameter_Engine ConvolutionParameter::engine() const { - // @@protoc_insertion_point(field_get:caffe.ConvolutionParameter.engine) - return static_cast< ::caffe::ConvolutionParameter_Engine >(engine_); -} -inline void ConvolutionParameter::set_engine(::caffe::ConvolutionParameter_Engine value) { - assert(::caffe::ConvolutionParameter_Engine_IsValid(value)); - set_has_engine(); - engine_ = value; - // @@protoc_insertion_point(field_set:caffe.ConvolutionParameter.engine) -} - -// optional int32 axis = 16 [default = 1]; -inline bool ConvolutionParameter::has_axis() const { - return (_has_bits_[0] & 0x00010000u) != 0; -} -inline void ConvolutionParameter::set_has_axis() { - _has_bits_[0] |= 0x00010000u; -} -inline void ConvolutionParameter::clear_has_axis() { - _has_bits_[0] &= ~0x00010000u; -} -inline void ConvolutionParameter::clear_axis() { - axis_ = 1; - clear_has_axis(); -} -inline ::google::protobuf::int32 ConvolutionParameter::axis() const { - // @@protoc_insertion_point(field_get:caffe.ConvolutionParameter.axis) - return axis_; -} -inline void ConvolutionParameter::set_axis(::google::protobuf::int32 value) { - set_has_axis(); - axis_ = value; - // @@protoc_insertion_point(field_set:caffe.ConvolutionParameter.axis) -} - -// optional bool force_nd_im2col = 17 [default = false]; -inline bool ConvolutionParameter::has_force_nd_im2col() const { - return (_has_bits_[0] & 0x00020000u) != 0; -} -inline void ConvolutionParameter::set_has_force_nd_im2col() { - _has_bits_[0] |= 0x00020000u; -} -inline void ConvolutionParameter::clear_has_force_nd_im2col() { - _has_bits_[0] &= ~0x00020000u; -} -inline void ConvolutionParameter::clear_force_nd_im2col() { - force_nd_im2col_ = false; - clear_has_force_nd_im2col(); -} -inline bool ConvolutionParameter::force_nd_im2col() const { - // @@protoc_insertion_point(field_get:caffe.ConvolutionParameter.force_nd_im2col) - return force_nd_im2col_; -} -inline void ConvolutionParameter::set_force_nd_im2col(bool value) { - set_has_force_nd_im2col(); - force_nd_im2col_ = value; - // @@protoc_insertion_point(field_set:caffe.ConvolutionParameter.force_nd_im2col) -} - -inline const ConvolutionParameter* ConvolutionParameter::internal_default_instance() { - return &ConvolutionParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// CropParameter - -// optional int32 axis = 1 [default = 2]; -inline bool CropParameter::has_axis() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void CropParameter::set_has_axis() { - _has_bits_[0] |= 0x00000001u; -} -inline void CropParameter::clear_has_axis() { - _has_bits_[0] &= ~0x00000001u; -} -inline void CropParameter::clear_axis() { - axis_ = 2; - clear_has_axis(); -} -inline ::google::protobuf::int32 CropParameter::axis() const { - // @@protoc_insertion_point(field_get:caffe.CropParameter.axis) - return axis_; -} -inline void CropParameter::set_axis(::google::protobuf::int32 value) { - set_has_axis(); - axis_ = value; - // @@protoc_insertion_point(field_set:caffe.CropParameter.axis) -} - -// repeated uint32 offset = 2; -inline int CropParameter::offset_size() const { - return offset_.size(); -} -inline void CropParameter::clear_offset() { - offset_.Clear(); -} -inline ::google::protobuf::uint32 CropParameter::offset(int index) const { - // @@protoc_insertion_point(field_get:caffe.CropParameter.offset) - return offset_.Get(index); -} -inline void CropParameter::set_offset(int index, ::google::protobuf::uint32 value) { - offset_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.CropParameter.offset) -} -inline void CropParameter::add_offset(::google::protobuf::uint32 value) { - offset_.Add(value); - // @@protoc_insertion_point(field_add:caffe.CropParameter.offset) -} -inline const ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >& -CropParameter::offset() const { - // @@protoc_insertion_point(field_list:caffe.CropParameter.offset) - return offset_; -} -inline ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >* -CropParameter::mutable_offset() { - // @@protoc_insertion_point(field_mutable_list:caffe.CropParameter.offset) - return &offset_; -} - -inline const CropParameter* CropParameter::internal_default_instance() { - return &CropParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// DataParameter - -// optional string source = 1; -inline bool DataParameter::has_source() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void DataParameter::set_has_source() { - _has_bits_[0] |= 0x00000001u; -} -inline void DataParameter::clear_has_source() { - _has_bits_[0] &= ~0x00000001u; -} -inline void DataParameter::clear_source() { - source_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_source(); -} -inline const ::std::string& DataParameter::source() const { - // @@protoc_insertion_point(field_get:caffe.DataParameter.source) - return source_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void DataParameter::set_source(const ::std::string& value) { - set_has_source(); - source_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.DataParameter.source) -} -inline void DataParameter::set_source(const char* value) { - set_has_source(); - source_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.DataParameter.source) -} -inline void DataParameter::set_source(const char* value, size_t size) { - set_has_source(); - source_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.DataParameter.source) -} -inline ::std::string* DataParameter::mutable_source() { - set_has_source(); - // @@protoc_insertion_point(field_mutable:caffe.DataParameter.source) - return source_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline ::std::string* DataParameter::release_source() { - // @@protoc_insertion_point(field_release:caffe.DataParameter.source) - clear_has_source(); - return source_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void DataParameter::set_allocated_source(::std::string* source) { - if (source != NULL) { - set_has_source(); - } else { - clear_has_source(); - } - source_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), source); - // @@protoc_insertion_point(field_set_allocated:caffe.DataParameter.source) -} - -// optional uint32 batch_size = 4; -inline bool DataParameter::has_batch_size() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void DataParameter::set_has_batch_size() { - _has_bits_[0] |= 0x00000002u; -} -inline void DataParameter::clear_has_batch_size() { - _has_bits_[0] &= ~0x00000002u; -} -inline void DataParameter::clear_batch_size() { - batch_size_ = 0u; - clear_has_batch_size(); -} -inline ::google::protobuf::uint32 DataParameter::batch_size() const { - // @@protoc_insertion_point(field_get:caffe.DataParameter.batch_size) - return batch_size_; -} -inline void DataParameter::set_batch_size(::google::protobuf::uint32 value) { - set_has_batch_size(); - batch_size_ = value; - // @@protoc_insertion_point(field_set:caffe.DataParameter.batch_size) -} - -// optional uint32 rand_skip = 7 [default = 0]; -inline bool DataParameter::has_rand_skip() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -inline void DataParameter::set_has_rand_skip() { - _has_bits_[0] |= 0x00000004u; -} -inline void DataParameter::clear_has_rand_skip() { - _has_bits_[0] &= ~0x00000004u; -} -inline void DataParameter::clear_rand_skip() { - rand_skip_ = 0u; - clear_has_rand_skip(); -} -inline ::google::protobuf::uint32 DataParameter::rand_skip() const { - // @@protoc_insertion_point(field_get:caffe.DataParameter.rand_skip) - return rand_skip_; -} -inline void DataParameter::set_rand_skip(::google::protobuf::uint32 value) { - set_has_rand_skip(); - rand_skip_ = value; - // @@protoc_insertion_point(field_set:caffe.DataParameter.rand_skip) -} - -// optional .caffe.DataParameter.DB backend = 8 [default = LEVELDB]; -inline bool DataParameter::has_backend() const { - return (_has_bits_[0] & 0x00000008u) != 0; -} -inline void DataParameter::set_has_backend() { - _has_bits_[0] |= 0x00000008u; -} -inline void DataParameter::clear_has_backend() { - _has_bits_[0] &= ~0x00000008u; -} -inline void DataParameter::clear_backend() { - backend_ = 0; - clear_has_backend(); -} -inline ::caffe::DataParameter_DB DataParameter::backend() const { - // @@protoc_insertion_point(field_get:caffe.DataParameter.backend) - return static_cast< ::caffe::DataParameter_DB >(backend_); -} -inline void DataParameter::set_backend(::caffe::DataParameter_DB value) { - assert(::caffe::DataParameter_DB_IsValid(value)); - set_has_backend(); - backend_ = value; - // @@protoc_insertion_point(field_set:caffe.DataParameter.backend) -} - -// optional float scale = 2 [default = 1]; -inline bool DataParameter::has_scale() const { - return (_has_bits_[0] & 0x00000010u) != 0; -} -inline void DataParameter::set_has_scale() { - _has_bits_[0] |= 0x00000010u; -} -inline void DataParameter::clear_has_scale() { - _has_bits_[0] &= ~0x00000010u; -} -inline void DataParameter::clear_scale() { - scale_ = 1; - clear_has_scale(); -} -inline float DataParameter::scale() const { - // @@protoc_insertion_point(field_get:caffe.DataParameter.scale) - return scale_; -} -inline void DataParameter::set_scale(float value) { - set_has_scale(); - scale_ = value; - // @@protoc_insertion_point(field_set:caffe.DataParameter.scale) -} - -// optional string mean_file = 3; -inline bool DataParameter::has_mean_file() const { - return (_has_bits_[0] & 0x00000020u) != 0; -} -inline void DataParameter::set_has_mean_file() { - _has_bits_[0] |= 0x00000020u; -} -inline void DataParameter::clear_has_mean_file() { - _has_bits_[0] &= ~0x00000020u; -} -inline void DataParameter::clear_mean_file() { - mean_file_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_mean_file(); -} -inline const ::std::string& DataParameter::mean_file() const { - // @@protoc_insertion_point(field_get:caffe.DataParameter.mean_file) - return mean_file_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void DataParameter::set_mean_file(const ::std::string& value) { - set_has_mean_file(); - mean_file_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.DataParameter.mean_file) -} -inline void DataParameter::set_mean_file(const char* value) { - set_has_mean_file(); - mean_file_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.DataParameter.mean_file) -} -inline void DataParameter::set_mean_file(const char* value, size_t size) { - set_has_mean_file(); - mean_file_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.DataParameter.mean_file) -} -inline ::std::string* DataParameter::mutable_mean_file() { - set_has_mean_file(); - // @@protoc_insertion_point(field_mutable:caffe.DataParameter.mean_file) - return mean_file_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline ::std::string* DataParameter::release_mean_file() { - // @@protoc_insertion_point(field_release:caffe.DataParameter.mean_file) - clear_has_mean_file(); - return mean_file_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void DataParameter::set_allocated_mean_file(::std::string* mean_file) { - if (mean_file != NULL) { - set_has_mean_file(); - } else { - clear_has_mean_file(); - } - mean_file_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), mean_file); - // @@protoc_insertion_point(field_set_allocated:caffe.DataParameter.mean_file) -} - -// optional uint32 crop_size = 5 [default = 0]; -inline bool DataParameter::has_crop_size() const { - return (_has_bits_[0] & 0x00000040u) != 0; -} -inline void DataParameter::set_has_crop_size() { - _has_bits_[0] |= 0x00000040u; -} -inline void DataParameter::clear_has_crop_size() { - _has_bits_[0] &= ~0x00000040u; -} -inline void DataParameter::clear_crop_size() { - crop_size_ = 0u; - clear_has_crop_size(); -} -inline ::google::protobuf::uint32 DataParameter::crop_size() const { - // @@protoc_insertion_point(field_get:caffe.DataParameter.crop_size) - return crop_size_; -} -inline void DataParameter::set_crop_size(::google::protobuf::uint32 value) { - set_has_crop_size(); - crop_size_ = value; - // @@protoc_insertion_point(field_set:caffe.DataParameter.crop_size) -} - -// optional bool mirror = 6 [default = false]; -inline bool DataParameter::has_mirror() const { - return (_has_bits_[0] & 0x00000080u) != 0; -} -inline void DataParameter::set_has_mirror() { - _has_bits_[0] |= 0x00000080u; -} -inline void DataParameter::clear_has_mirror() { - _has_bits_[0] &= ~0x00000080u; -} -inline void DataParameter::clear_mirror() { - mirror_ = false; - clear_has_mirror(); -} -inline bool DataParameter::mirror() const { - // @@protoc_insertion_point(field_get:caffe.DataParameter.mirror) - return mirror_; -} -inline void DataParameter::set_mirror(bool value) { - set_has_mirror(); - mirror_ = value; - // @@protoc_insertion_point(field_set:caffe.DataParameter.mirror) -} - -// optional bool force_encoded_color = 9 [default = false]; -inline bool DataParameter::has_force_encoded_color() const { - return (_has_bits_[0] & 0x00000100u) != 0; -} -inline void DataParameter::set_has_force_encoded_color() { - _has_bits_[0] |= 0x00000100u; -} -inline void DataParameter::clear_has_force_encoded_color() { - _has_bits_[0] &= ~0x00000100u; -} -inline void DataParameter::clear_force_encoded_color() { - force_encoded_color_ = false; - clear_has_force_encoded_color(); -} -inline bool DataParameter::force_encoded_color() const { - // @@protoc_insertion_point(field_get:caffe.DataParameter.force_encoded_color) - return force_encoded_color_; -} -inline void DataParameter::set_force_encoded_color(bool value) { - set_has_force_encoded_color(); - force_encoded_color_ = value; - // @@protoc_insertion_point(field_set:caffe.DataParameter.force_encoded_color) -} - -// optional uint32 prefetch = 10 [default = 4]; -inline bool DataParameter::has_prefetch() const { - return (_has_bits_[0] & 0x00000200u) != 0; -} -inline void DataParameter::set_has_prefetch() { - _has_bits_[0] |= 0x00000200u; -} -inline void DataParameter::clear_has_prefetch() { - _has_bits_[0] &= ~0x00000200u; -} -inline void DataParameter::clear_prefetch() { - prefetch_ = 4u; - clear_has_prefetch(); -} -inline ::google::protobuf::uint32 DataParameter::prefetch() const { - // @@protoc_insertion_point(field_get:caffe.DataParameter.prefetch) - return prefetch_; -} -inline void DataParameter::set_prefetch(::google::protobuf::uint32 value) { - set_has_prefetch(); - prefetch_ = value; - // @@protoc_insertion_point(field_set:caffe.DataParameter.prefetch) -} - -inline const DataParameter* DataParameter::internal_default_instance() { - return &DataParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// NonMaximumSuppressionParameter - -// optional float nms_threshold = 1 [default = 0.3]; -inline bool NonMaximumSuppressionParameter::has_nms_threshold() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void NonMaximumSuppressionParameter::set_has_nms_threshold() { - _has_bits_[0] |= 0x00000001u; -} -inline void NonMaximumSuppressionParameter::clear_has_nms_threshold() { - _has_bits_[0] &= ~0x00000001u; -} -inline void NonMaximumSuppressionParameter::clear_nms_threshold() { - nms_threshold_ = 0.3f; - clear_has_nms_threshold(); -} -inline float NonMaximumSuppressionParameter::nms_threshold() const { - // @@protoc_insertion_point(field_get:caffe.NonMaximumSuppressionParameter.nms_threshold) - return nms_threshold_; -} -inline void NonMaximumSuppressionParameter::set_nms_threshold(float value) { - set_has_nms_threshold(); - nms_threshold_ = value; - // @@protoc_insertion_point(field_set:caffe.NonMaximumSuppressionParameter.nms_threshold) -} - -// optional int32 top_k = 2; -inline bool NonMaximumSuppressionParameter::has_top_k() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void NonMaximumSuppressionParameter::set_has_top_k() { - _has_bits_[0] |= 0x00000002u; -} -inline void NonMaximumSuppressionParameter::clear_has_top_k() { - _has_bits_[0] &= ~0x00000002u; -} -inline void NonMaximumSuppressionParameter::clear_top_k() { - top_k_ = 0; - clear_has_top_k(); -} -inline ::google::protobuf::int32 NonMaximumSuppressionParameter::top_k() const { - // @@protoc_insertion_point(field_get:caffe.NonMaximumSuppressionParameter.top_k) - return top_k_; -} -inline void NonMaximumSuppressionParameter::set_top_k(::google::protobuf::int32 value) { - set_has_top_k(); - top_k_ = value; - // @@protoc_insertion_point(field_set:caffe.NonMaximumSuppressionParameter.top_k) -} - -// optional float eta = 3 [default = 1]; -inline bool NonMaximumSuppressionParameter::has_eta() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -inline void NonMaximumSuppressionParameter::set_has_eta() { - _has_bits_[0] |= 0x00000004u; -} -inline void NonMaximumSuppressionParameter::clear_has_eta() { - _has_bits_[0] &= ~0x00000004u; -} -inline void NonMaximumSuppressionParameter::clear_eta() { - eta_ = 1; - clear_has_eta(); -} -inline float NonMaximumSuppressionParameter::eta() const { - // @@protoc_insertion_point(field_get:caffe.NonMaximumSuppressionParameter.eta) - return eta_; -} -inline void NonMaximumSuppressionParameter::set_eta(float value) { - set_has_eta(); - eta_ = value; - // @@protoc_insertion_point(field_set:caffe.NonMaximumSuppressionParameter.eta) -} - -inline const NonMaximumSuppressionParameter* NonMaximumSuppressionParameter::internal_default_instance() { - return &NonMaximumSuppressionParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// SaveOutputParameter - -// optional string output_directory = 1; -inline bool SaveOutputParameter::has_output_directory() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void SaveOutputParameter::set_has_output_directory() { - _has_bits_[0] |= 0x00000001u; -} -inline void SaveOutputParameter::clear_has_output_directory() { - _has_bits_[0] &= ~0x00000001u; -} -inline void SaveOutputParameter::clear_output_directory() { - output_directory_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_output_directory(); -} -inline const ::std::string& SaveOutputParameter::output_directory() const { - // @@protoc_insertion_point(field_get:caffe.SaveOutputParameter.output_directory) - return output_directory_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void SaveOutputParameter::set_output_directory(const ::std::string& value) { - set_has_output_directory(); - output_directory_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.SaveOutputParameter.output_directory) -} -inline void SaveOutputParameter::set_output_directory(const char* value) { - set_has_output_directory(); - output_directory_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.SaveOutputParameter.output_directory) -} -inline void SaveOutputParameter::set_output_directory(const char* value, size_t size) { - set_has_output_directory(); - output_directory_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.SaveOutputParameter.output_directory) -} -inline ::std::string* SaveOutputParameter::mutable_output_directory() { - set_has_output_directory(); - // @@protoc_insertion_point(field_mutable:caffe.SaveOutputParameter.output_directory) - return output_directory_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline ::std::string* SaveOutputParameter::release_output_directory() { - // @@protoc_insertion_point(field_release:caffe.SaveOutputParameter.output_directory) - clear_has_output_directory(); - return output_directory_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void SaveOutputParameter::set_allocated_output_directory(::std::string* output_directory) { - if (output_directory != NULL) { - set_has_output_directory(); - } else { - clear_has_output_directory(); - } - output_directory_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), output_directory); - // @@protoc_insertion_point(field_set_allocated:caffe.SaveOutputParameter.output_directory) -} - -// optional string output_name_prefix = 2; -inline bool SaveOutputParameter::has_output_name_prefix() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void SaveOutputParameter::set_has_output_name_prefix() { - _has_bits_[0] |= 0x00000002u; -} -inline void SaveOutputParameter::clear_has_output_name_prefix() { - _has_bits_[0] &= ~0x00000002u; -} -inline void SaveOutputParameter::clear_output_name_prefix() { - output_name_prefix_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_output_name_prefix(); -} -inline const ::std::string& SaveOutputParameter::output_name_prefix() const { - // @@protoc_insertion_point(field_get:caffe.SaveOutputParameter.output_name_prefix) - return output_name_prefix_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void SaveOutputParameter::set_output_name_prefix(const ::std::string& value) { - set_has_output_name_prefix(); - output_name_prefix_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.SaveOutputParameter.output_name_prefix) -} -inline void SaveOutputParameter::set_output_name_prefix(const char* value) { - set_has_output_name_prefix(); - output_name_prefix_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.SaveOutputParameter.output_name_prefix) -} -inline void SaveOutputParameter::set_output_name_prefix(const char* value, size_t size) { - set_has_output_name_prefix(); - output_name_prefix_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.SaveOutputParameter.output_name_prefix) -} -inline ::std::string* SaveOutputParameter::mutable_output_name_prefix() { - set_has_output_name_prefix(); - // @@protoc_insertion_point(field_mutable:caffe.SaveOutputParameter.output_name_prefix) - return output_name_prefix_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline ::std::string* SaveOutputParameter::release_output_name_prefix() { - // @@protoc_insertion_point(field_release:caffe.SaveOutputParameter.output_name_prefix) - clear_has_output_name_prefix(); - return output_name_prefix_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void SaveOutputParameter::set_allocated_output_name_prefix(::std::string* output_name_prefix) { - if (output_name_prefix != NULL) { - set_has_output_name_prefix(); - } else { - clear_has_output_name_prefix(); - } - output_name_prefix_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), output_name_prefix); - // @@protoc_insertion_point(field_set_allocated:caffe.SaveOutputParameter.output_name_prefix) -} - -// optional string output_format = 3; -inline bool SaveOutputParameter::has_output_format() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -inline void SaveOutputParameter::set_has_output_format() { - _has_bits_[0] |= 0x00000004u; -} -inline void SaveOutputParameter::clear_has_output_format() { - _has_bits_[0] &= ~0x00000004u; -} -inline void SaveOutputParameter::clear_output_format() { - output_format_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_output_format(); -} -inline const ::std::string& SaveOutputParameter::output_format() const { - // @@protoc_insertion_point(field_get:caffe.SaveOutputParameter.output_format) - return output_format_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void SaveOutputParameter::set_output_format(const ::std::string& value) { - set_has_output_format(); - output_format_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.SaveOutputParameter.output_format) -} -inline void SaveOutputParameter::set_output_format(const char* value) { - set_has_output_format(); - output_format_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.SaveOutputParameter.output_format) -} -inline void SaveOutputParameter::set_output_format(const char* value, size_t size) { - set_has_output_format(); - output_format_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.SaveOutputParameter.output_format) -} -inline ::std::string* SaveOutputParameter::mutable_output_format() { - set_has_output_format(); - // @@protoc_insertion_point(field_mutable:caffe.SaveOutputParameter.output_format) - return output_format_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline ::std::string* SaveOutputParameter::release_output_format() { - // @@protoc_insertion_point(field_release:caffe.SaveOutputParameter.output_format) - clear_has_output_format(); - return output_format_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void SaveOutputParameter::set_allocated_output_format(::std::string* output_format) { - if (output_format != NULL) { - set_has_output_format(); - } else { - clear_has_output_format(); - } - output_format_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), output_format); - // @@protoc_insertion_point(field_set_allocated:caffe.SaveOutputParameter.output_format) -} - -// optional string label_map_file = 4; -inline bool SaveOutputParameter::has_label_map_file() const { - return (_has_bits_[0] & 0x00000008u) != 0; -} -inline void SaveOutputParameter::set_has_label_map_file() { - _has_bits_[0] |= 0x00000008u; -} -inline void SaveOutputParameter::clear_has_label_map_file() { - _has_bits_[0] &= ~0x00000008u; -} -inline void SaveOutputParameter::clear_label_map_file() { - label_map_file_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_label_map_file(); -} -inline const ::std::string& SaveOutputParameter::label_map_file() const { - // @@protoc_insertion_point(field_get:caffe.SaveOutputParameter.label_map_file) - return label_map_file_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void SaveOutputParameter::set_label_map_file(const ::std::string& value) { - set_has_label_map_file(); - label_map_file_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.SaveOutputParameter.label_map_file) -} -inline void SaveOutputParameter::set_label_map_file(const char* value) { - set_has_label_map_file(); - label_map_file_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.SaveOutputParameter.label_map_file) -} -inline void SaveOutputParameter::set_label_map_file(const char* value, size_t size) { - set_has_label_map_file(); - label_map_file_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.SaveOutputParameter.label_map_file) -} -inline ::std::string* SaveOutputParameter::mutable_label_map_file() { - set_has_label_map_file(); - // @@protoc_insertion_point(field_mutable:caffe.SaveOutputParameter.label_map_file) - return label_map_file_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline ::std::string* SaveOutputParameter::release_label_map_file() { - // @@protoc_insertion_point(field_release:caffe.SaveOutputParameter.label_map_file) - clear_has_label_map_file(); - return label_map_file_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void SaveOutputParameter::set_allocated_label_map_file(::std::string* label_map_file) { - if (label_map_file != NULL) { - set_has_label_map_file(); - } else { - clear_has_label_map_file(); - } - label_map_file_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), label_map_file); - // @@protoc_insertion_point(field_set_allocated:caffe.SaveOutputParameter.label_map_file) -} - -// optional string name_size_file = 5; -inline bool SaveOutputParameter::has_name_size_file() const { - return (_has_bits_[0] & 0x00000010u) != 0; -} -inline void SaveOutputParameter::set_has_name_size_file() { - _has_bits_[0] |= 0x00000010u; -} -inline void SaveOutputParameter::clear_has_name_size_file() { - _has_bits_[0] &= ~0x00000010u; -} -inline void SaveOutputParameter::clear_name_size_file() { - name_size_file_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_name_size_file(); -} -inline const ::std::string& SaveOutputParameter::name_size_file() const { - // @@protoc_insertion_point(field_get:caffe.SaveOutputParameter.name_size_file) - return name_size_file_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void SaveOutputParameter::set_name_size_file(const ::std::string& value) { - set_has_name_size_file(); - name_size_file_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.SaveOutputParameter.name_size_file) -} -inline void SaveOutputParameter::set_name_size_file(const char* value) { - set_has_name_size_file(); - name_size_file_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.SaveOutputParameter.name_size_file) -} -inline void SaveOutputParameter::set_name_size_file(const char* value, size_t size) { - set_has_name_size_file(); - name_size_file_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.SaveOutputParameter.name_size_file) -} -inline ::std::string* SaveOutputParameter::mutable_name_size_file() { - set_has_name_size_file(); - // @@protoc_insertion_point(field_mutable:caffe.SaveOutputParameter.name_size_file) - return name_size_file_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline ::std::string* SaveOutputParameter::release_name_size_file() { - // @@protoc_insertion_point(field_release:caffe.SaveOutputParameter.name_size_file) - clear_has_name_size_file(); - return name_size_file_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void SaveOutputParameter::set_allocated_name_size_file(::std::string* name_size_file) { - if (name_size_file != NULL) { - set_has_name_size_file(); - } else { - clear_has_name_size_file(); - } - name_size_file_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), name_size_file); - // @@protoc_insertion_point(field_set_allocated:caffe.SaveOutputParameter.name_size_file) -} - -// optional uint32 num_test_image = 6; -inline bool SaveOutputParameter::has_num_test_image() const { - return (_has_bits_[0] & 0x00000020u) != 0; -} -inline void SaveOutputParameter::set_has_num_test_image() { - _has_bits_[0] |= 0x00000020u; -} -inline void SaveOutputParameter::clear_has_num_test_image() { - _has_bits_[0] &= ~0x00000020u; -} -inline void SaveOutputParameter::clear_num_test_image() { - num_test_image_ = 0u; - clear_has_num_test_image(); -} -inline ::google::protobuf::uint32 SaveOutputParameter::num_test_image() const { - // @@protoc_insertion_point(field_get:caffe.SaveOutputParameter.num_test_image) - return num_test_image_; -} -inline void SaveOutputParameter::set_num_test_image(::google::protobuf::uint32 value) { - set_has_num_test_image(); - num_test_image_ = value; - // @@protoc_insertion_point(field_set:caffe.SaveOutputParameter.num_test_image) -} - -inline const SaveOutputParameter* SaveOutputParameter::internal_default_instance() { - return &SaveOutputParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// DropoutParameter - -// optional float dropout_ratio = 1 [default = 0.5]; -inline bool DropoutParameter::has_dropout_ratio() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void DropoutParameter::set_has_dropout_ratio() { - _has_bits_[0] |= 0x00000001u; -} -inline void DropoutParameter::clear_has_dropout_ratio() { - _has_bits_[0] &= ~0x00000001u; -} -inline void DropoutParameter::clear_dropout_ratio() { - dropout_ratio_ = 0.5f; - clear_has_dropout_ratio(); -} -inline float DropoutParameter::dropout_ratio() const { - // @@protoc_insertion_point(field_get:caffe.DropoutParameter.dropout_ratio) - return dropout_ratio_; -} -inline void DropoutParameter::set_dropout_ratio(float value) { - set_has_dropout_ratio(); - dropout_ratio_ = value; - // @@protoc_insertion_point(field_set:caffe.DropoutParameter.dropout_ratio) -} - -inline const DropoutParameter* DropoutParameter::internal_default_instance() { - return &DropoutParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// DummyDataParameter - -// repeated .caffe.FillerParameter data_filler = 1; -inline int DummyDataParameter::data_filler_size() const { - return data_filler_.size(); -} -inline void DummyDataParameter::clear_data_filler() { - data_filler_.Clear(); -} -inline const ::caffe::FillerParameter& DummyDataParameter::data_filler(int index) const { - // @@protoc_insertion_point(field_get:caffe.DummyDataParameter.data_filler) - return data_filler_.Get(index); -} -inline ::caffe::FillerParameter* DummyDataParameter::mutable_data_filler(int index) { - // @@protoc_insertion_point(field_mutable:caffe.DummyDataParameter.data_filler) - return data_filler_.Mutable(index); -} -inline ::caffe::FillerParameter* DummyDataParameter::add_data_filler() { - // @@protoc_insertion_point(field_add:caffe.DummyDataParameter.data_filler) - return data_filler_.Add(); -} -inline ::google::protobuf::RepeatedPtrField< ::caffe::FillerParameter >* -DummyDataParameter::mutable_data_filler() { - // @@protoc_insertion_point(field_mutable_list:caffe.DummyDataParameter.data_filler) - return &data_filler_; -} -inline const ::google::protobuf::RepeatedPtrField< ::caffe::FillerParameter >& -DummyDataParameter::data_filler() const { - // @@protoc_insertion_point(field_list:caffe.DummyDataParameter.data_filler) - return data_filler_; -} - -// repeated .caffe.BlobShape shape = 6; -inline int DummyDataParameter::shape_size() const { - return shape_.size(); -} -inline void DummyDataParameter::clear_shape() { - shape_.Clear(); -} -inline const ::caffe::BlobShape& DummyDataParameter::shape(int index) const { - // @@protoc_insertion_point(field_get:caffe.DummyDataParameter.shape) - return shape_.Get(index); -} -inline ::caffe::BlobShape* DummyDataParameter::mutable_shape(int index) { - // @@protoc_insertion_point(field_mutable:caffe.DummyDataParameter.shape) - return shape_.Mutable(index); -} -inline ::caffe::BlobShape* DummyDataParameter::add_shape() { - // @@protoc_insertion_point(field_add:caffe.DummyDataParameter.shape) - return shape_.Add(); -} -inline ::google::protobuf::RepeatedPtrField< ::caffe::BlobShape >* -DummyDataParameter::mutable_shape() { - // @@protoc_insertion_point(field_mutable_list:caffe.DummyDataParameter.shape) - return &shape_; -} -inline const ::google::protobuf::RepeatedPtrField< ::caffe::BlobShape >& -DummyDataParameter::shape() const { - // @@protoc_insertion_point(field_list:caffe.DummyDataParameter.shape) - return shape_; -} - -// repeated uint32 num = 2; -inline int DummyDataParameter::num_size() const { - return num_.size(); -} -inline void DummyDataParameter::clear_num() { - num_.Clear(); -} -inline ::google::protobuf::uint32 DummyDataParameter::num(int index) const { - // @@protoc_insertion_point(field_get:caffe.DummyDataParameter.num) - return num_.Get(index); -} -inline void DummyDataParameter::set_num(int index, ::google::protobuf::uint32 value) { - num_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.DummyDataParameter.num) -} -inline void DummyDataParameter::add_num(::google::protobuf::uint32 value) { - num_.Add(value); - // @@protoc_insertion_point(field_add:caffe.DummyDataParameter.num) -} -inline const ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >& -DummyDataParameter::num() const { - // @@protoc_insertion_point(field_list:caffe.DummyDataParameter.num) - return num_; -} -inline ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >* -DummyDataParameter::mutable_num() { - // @@protoc_insertion_point(field_mutable_list:caffe.DummyDataParameter.num) - return &num_; -} - -// repeated uint32 channels = 3; -inline int DummyDataParameter::channels_size() const { - return channels_.size(); -} -inline void DummyDataParameter::clear_channels() { - channels_.Clear(); -} -inline ::google::protobuf::uint32 DummyDataParameter::channels(int index) const { - // @@protoc_insertion_point(field_get:caffe.DummyDataParameter.channels) - return channels_.Get(index); -} -inline void DummyDataParameter::set_channels(int index, ::google::protobuf::uint32 value) { - channels_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.DummyDataParameter.channels) -} -inline void DummyDataParameter::add_channels(::google::protobuf::uint32 value) { - channels_.Add(value); - // @@protoc_insertion_point(field_add:caffe.DummyDataParameter.channels) -} -inline const ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >& -DummyDataParameter::channels() const { - // @@protoc_insertion_point(field_list:caffe.DummyDataParameter.channels) - return channels_; -} -inline ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >* -DummyDataParameter::mutable_channels() { - // @@protoc_insertion_point(field_mutable_list:caffe.DummyDataParameter.channels) - return &channels_; -} - -// repeated uint32 height = 4; -inline int DummyDataParameter::height_size() const { - return height_.size(); -} -inline void DummyDataParameter::clear_height() { - height_.Clear(); -} -inline ::google::protobuf::uint32 DummyDataParameter::height(int index) const { - // @@protoc_insertion_point(field_get:caffe.DummyDataParameter.height) - return height_.Get(index); -} -inline void DummyDataParameter::set_height(int index, ::google::protobuf::uint32 value) { - height_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.DummyDataParameter.height) -} -inline void DummyDataParameter::add_height(::google::protobuf::uint32 value) { - height_.Add(value); - // @@protoc_insertion_point(field_add:caffe.DummyDataParameter.height) -} -inline const ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >& -DummyDataParameter::height() const { - // @@protoc_insertion_point(field_list:caffe.DummyDataParameter.height) - return height_; -} -inline ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >* -DummyDataParameter::mutable_height() { - // @@protoc_insertion_point(field_mutable_list:caffe.DummyDataParameter.height) - return &height_; -} - -// repeated uint32 width = 5; -inline int DummyDataParameter::width_size() const { - return width_.size(); -} -inline void DummyDataParameter::clear_width() { - width_.Clear(); -} -inline ::google::protobuf::uint32 DummyDataParameter::width(int index) const { - // @@protoc_insertion_point(field_get:caffe.DummyDataParameter.width) - return width_.Get(index); -} -inline void DummyDataParameter::set_width(int index, ::google::protobuf::uint32 value) { - width_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.DummyDataParameter.width) -} -inline void DummyDataParameter::add_width(::google::protobuf::uint32 value) { - width_.Add(value); - // @@protoc_insertion_point(field_add:caffe.DummyDataParameter.width) -} -inline const ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >& -DummyDataParameter::width() const { - // @@protoc_insertion_point(field_list:caffe.DummyDataParameter.width) - return width_; -} -inline ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >* -DummyDataParameter::mutable_width() { - // @@protoc_insertion_point(field_mutable_list:caffe.DummyDataParameter.width) - return &width_; -} - -inline const DummyDataParameter* DummyDataParameter::internal_default_instance() { - return &DummyDataParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// EltwiseParameter - -// optional .caffe.EltwiseParameter.EltwiseOp operation = 1 [default = SUM]; -inline bool EltwiseParameter::has_operation() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void EltwiseParameter::set_has_operation() { - _has_bits_[0] |= 0x00000001u; -} -inline void EltwiseParameter::clear_has_operation() { - _has_bits_[0] &= ~0x00000001u; -} -inline void EltwiseParameter::clear_operation() { - operation_ = 1; - clear_has_operation(); -} -inline ::caffe::EltwiseParameter_EltwiseOp EltwiseParameter::operation() const { - // @@protoc_insertion_point(field_get:caffe.EltwiseParameter.operation) - return static_cast< ::caffe::EltwiseParameter_EltwiseOp >(operation_); -} -inline void EltwiseParameter::set_operation(::caffe::EltwiseParameter_EltwiseOp value) { - assert(::caffe::EltwiseParameter_EltwiseOp_IsValid(value)); - set_has_operation(); - operation_ = value; - // @@protoc_insertion_point(field_set:caffe.EltwiseParameter.operation) -} - -// repeated float coeff = 2; -inline int EltwiseParameter::coeff_size() const { - return coeff_.size(); -} -inline void EltwiseParameter::clear_coeff() { - coeff_.Clear(); -} -inline float EltwiseParameter::coeff(int index) const { - // @@protoc_insertion_point(field_get:caffe.EltwiseParameter.coeff) - return coeff_.Get(index); -} -inline void EltwiseParameter::set_coeff(int index, float value) { - coeff_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.EltwiseParameter.coeff) -} -inline void EltwiseParameter::add_coeff(float value) { - coeff_.Add(value); - // @@protoc_insertion_point(field_add:caffe.EltwiseParameter.coeff) -} -inline const ::google::protobuf::RepeatedField< float >& -EltwiseParameter::coeff() const { - // @@protoc_insertion_point(field_list:caffe.EltwiseParameter.coeff) - return coeff_; -} -inline ::google::protobuf::RepeatedField< float >* -EltwiseParameter::mutable_coeff() { - // @@protoc_insertion_point(field_mutable_list:caffe.EltwiseParameter.coeff) - return &coeff_; -} - -// optional bool stable_prod_grad = 3 [default = true]; -inline bool EltwiseParameter::has_stable_prod_grad() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -inline void EltwiseParameter::set_has_stable_prod_grad() { - _has_bits_[0] |= 0x00000004u; -} -inline void EltwiseParameter::clear_has_stable_prod_grad() { - _has_bits_[0] &= ~0x00000004u; -} -inline void EltwiseParameter::clear_stable_prod_grad() { - stable_prod_grad_ = true; - clear_has_stable_prod_grad(); -} -inline bool EltwiseParameter::stable_prod_grad() const { - // @@protoc_insertion_point(field_get:caffe.EltwiseParameter.stable_prod_grad) - return stable_prod_grad_; -} -inline void EltwiseParameter::set_stable_prod_grad(bool value) { - set_has_stable_prod_grad(); - stable_prod_grad_ = value; - // @@protoc_insertion_point(field_set:caffe.EltwiseParameter.stable_prod_grad) -} - -inline const EltwiseParameter* EltwiseParameter::internal_default_instance() { - return &EltwiseParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// ELUParameter - -// optional float alpha = 1 [default = 1]; -inline bool ELUParameter::has_alpha() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void ELUParameter::set_has_alpha() { - _has_bits_[0] |= 0x00000001u; -} -inline void ELUParameter::clear_has_alpha() { - _has_bits_[0] &= ~0x00000001u; -} -inline void ELUParameter::clear_alpha() { - alpha_ = 1; - clear_has_alpha(); -} -inline float ELUParameter::alpha() const { - // @@protoc_insertion_point(field_get:caffe.ELUParameter.alpha) - return alpha_; -} -inline void ELUParameter::set_alpha(float value) { - set_has_alpha(); - alpha_ = value; - // @@protoc_insertion_point(field_set:caffe.ELUParameter.alpha) -} - -inline const ELUParameter* ELUParameter::internal_default_instance() { - return &ELUParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// EmbedParameter - -// optional uint32 num_output = 1; -inline bool EmbedParameter::has_num_output() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void EmbedParameter::set_has_num_output() { - _has_bits_[0] |= 0x00000001u; -} -inline void EmbedParameter::clear_has_num_output() { - _has_bits_[0] &= ~0x00000001u; -} -inline void EmbedParameter::clear_num_output() { - num_output_ = 0u; - clear_has_num_output(); -} -inline ::google::protobuf::uint32 EmbedParameter::num_output() const { - // @@protoc_insertion_point(field_get:caffe.EmbedParameter.num_output) - return num_output_; -} -inline void EmbedParameter::set_num_output(::google::protobuf::uint32 value) { - set_has_num_output(); - num_output_ = value; - // @@protoc_insertion_point(field_set:caffe.EmbedParameter.num_output) -} - -// optional uint32 input_dim = 2; -inline bool EmbedParameter::has_input_dim() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void EmbedParameter::set_has_input_dim() { - _has_bits_[0] |= 0x00000002u; -} -inline void EmbedParameter::clear_has_input_dim() { - _has_bits_[0] &= ~0x00000002u; -} -inline void EmbedParameter::clear_input_dim() { - input_dim_ = 0u; - clear_has_input_dim(); -} -inline ::google::protobuf::uint32 EmbedParameter::input_dim() const { - // @@protoc_insertion_point(field_get:caffe.EmbedParameter.input_dim) - return input_dim_; -} -inline void EmbedParameter::set_input_dim(::google::protobuf::uint32 value) { - set_has_input_dim(); - input_dim_ = value; - // @@protoc_insertion_point(field_set:caffe.EmbedParameter.input_dim) -} - -// optional bool bias_term = 3 [default = true]; -inline bool EmbedParameter::has_bias_term() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -inline void EmbedParameter::set_has_bias_term() { - _has_bits_[0] |= 0x00000004u; -} -inline void EmbedParameter::clear_has_bias_term() { - _has_bits_[0] &= ~0x00000004u; -} -inline void EmbedParameter::clear_bias_term() { - bias_term_ = true; - clear_has_bias_term(); -} -inline bool EmbedParameter::bias_term() const { - // @@protoc_insertion_point(field_get:caffe.EmbedParameter.bias_term) - return bias_term_; -} -inline void EmbedParameter::set_bias_term(bool value) { - set_has_bias_term(); - bias_term_ = value; - // @@protoc_insertion_point(field_set:caffe.EmbedParameter.bias_term) -} - -// optional .caffe.FillerParameter weight_filler = 4; -inline bool EmbedParameter::has_weight_filler() const { - return (_has_bits_[0] & 0x00000008u) != 0; -} -inline void EmbedParameter::set_has_weight_filler() { - _has_bits_[0] |= 0x00000008u; -} -inline void EmbedParameter::clear_has_weight_filler() { - _has_bits_[0] &= ~0x00000008u; -} -inline void EmbedParameter::clear_weight_filler() { - if (weight_filler_ != NULL) weight_filler_->::caffe::FillerParameter::Clear(); - clear_has_weight_filler(); -} -inline const ::caffe::FillerParameter& EmbedParameter::weight_filler() const { - // @@protoc_insertion_point(field_get:caffe.EmbedParameter.weight_filler) - return weight_filler_ != NULL ? *weight_filler_ - : *::caffe::FillerParameter::internal_default_instance(); -} -inline ::caffe::FillerParameter* EmbedParameter::mutable_weight_filler() { - set_has_weight_filler(); - if (weight_filler_ == NULL) { - weight_filler_ = new ::caffe::FillerParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.EmbedParameter.weight_filler) - return weight_filler_; -} -inline ::caffe::FillerParameter* EmbedParameter::release_weight_filler() { - // @@protoc_insertion_point(field_release:caffe.EmbedParameter.weight_filler) - clear_has_weight_filler(); - ::caffe::FillerParameter* temp = weight_filler_; - weight_filler_ = NULL; - return temp; -} -inline void EmbedParameter::set_allocated_weight_filler(::caffe::FillerParameter* weight_filler) { - delete weight_filler_; - weight_filler_ = weight_filler; - if (weight_filler) { - set_has_weight_filler(); - } else { - clear_has_weight_filler(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.EmbedParameter.weight_filler) -} - -// optional .caffe.FillerParameter bias_filler = 5; -inline bool EmbedParameter::has_bias_filler() const { - return (_has_bits_[0] & 0x00000010u) != 0; -} -inline void EmbedParameter::set_has_bias_filler() { - _has_bits_[0] |= 0x00000010u; -} -inline void EmbedParameter::clear_has_bias_filler() { - _has_bits_[0] &= ~0x00000010u; -} -inline void EmbedParameter::clear_bias_filler() { - if (bias_filler_ != NULL) bias_filler_->::caffe::FillerParameter::Clear(); - clear_has_bias_filler(); -} -inline const ::caffe::FillerParameter& EmbedParameter::bias_filler() const { - // @@protoc_insertion_point(field_get:caffe.EmbedParameter.bias_filler) - return bias_filler_ != NULL ? *bias_filler_ - : *::caffe::FillerParameter::internal_default_instance(); -} -inline ::caffe::FillerParameter* EmbedParameter::mutable_bias_filler() { - set_has_bias_filler(); - if (bias_filler_ == NULL) { - bias_filler_ = new ::caffe::FillerParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.EmbedParameter.bias_filler) - return bias_filler_; -} -inline ::caffe::FillerParameter* EmbedParameter::release_bias_filler() { - // @@protoc_insertion_point(field_release:caffe.EmbedParameter.bias_filler) - clear_has_bias_filler(); - ::caffe::FillerParameter* temp = bias_filler_; - bias_filler_ = NULL; - return temp; -} -inline void EmbedParameter::set_allocated_bias_filler(::caffe::FillerParameter* bias_filler) { - delete bias_filler_; - bias_filler_ = bias_filler; - if (bias_filler) { - set_has_bias_filler(); - } else { - clear_has_bias_filler(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.EmbedParameter.bias_filler) -} - -inline const EmbedParameter* EmbedParameter::internal_default_instance() { - return &EmbedParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// ExpParameter - -// optional float base = 1 [default = -1]; -inline bool ExpParameter::has_base() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void ExpParameter::set_has_base() { - _has_bits_[0] |= 0x00000001u; -} -inline void ExpParameter::clear_has_base() { - _has_bits_[0] &= ~0x00000001u; -} -inline void ExpParameter::clear_base() { - base_ = -1; - clear_has_base(); -} -inline float ExpParameter::base() const { - // @@protoc_insertion_point(field_get:caffe.ExpParameter.base) - return base_; -} -inline void ExpParameter::set_base(float value) { - set_has_base(); - base_ = value; - // @@protoc_insertion_point(field_set:caffe.ExpParameter.base) -} - -// optional float scale = 2 [default = 1]; -inline bool ExpParameter::has_scale() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void ExpParameter::set_has_scale() { - _has_bits_[0] |= 0x00000002u; -} -inline void ExpParameter::clear_has_scale() { - _has_bits_[0] &= ~0x00000002u; -} -inline void ExpParameter::clear_scale() { - scale_ = 1; - clear_has_scale(); -} -inline float ExpParameter::scale() const { - // @@protoc_insertion_point(field_get:caffe.ExpParameter.scale) - return scale_; -} -inline void ExpParameter::set_scale(float value) { - set_has_scale(); - scale_ = value; - // @@protoc_insertion_point(field_set:caffe.ExpParameter.scale) -} - -// optional float shift = 3 [default = 0]; -inline bool ExpParameter::has_shift() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -inline void ExpParameter::set_has_shift() { - _has_bits_[0] |= 0x00000004u; -} -inline void ExpParameter::clear_has_shift() { - _has_bits_[0] &= ~0x00000004u; -} -inline void ExpParameter::clear_shift() { - shift_ = 0; - clear_has_shift(); -} -inline float ExpParameter::shift() const { - // @@protoc_insertion_point(field_get:caffe.ExpParameter.shift) - return shift_; -} -inline void ExpParameter::set_shift(float value) { - set_has_shift(); - shift_ = value; - // @@protoc_insertion_point(field_set:caffe.ExpParameter.shift) -} - -inline const ExpParameter* ExpParameter::internal_default_instance() { - return &ExpParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// FlattenParameter - -// optional int32 axis = 1 [default = 1]; -inline bool FlattenParameter::has_axis() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void FlattenParameter::set_has_axis() { - _has_bits_[0] |= 0x00000001u; -} -inline void FlattenParameter::clear_has_axis() { - _has_bits_[0] &= ~0x00000001u; -} -inline void FlattenParameter::clear_axis() { - axis_ = 1; - clear_has_axis(); -} -inline ::google::protobuf::int32 FlattenParameter::axis() const { - // @@protoc_insertion_point(field_get:caffe.FlattenParameter.axis) - return axis_; -} -inline void FlattenParameter::set_axis(::google::protobuf::int32 value) { - set_has_axis(); - axis_ = value; - // @@protoc_insertion_point(field_set:caffe.FlattenParameter.axis) -} - -// optional int32 end_axis = 2 [default = -1]; -inline bool FlattenParameter::has_end_axis() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void FlattenParameter::set_has_end_axis() { - _has_bits_[0] |= 0x00000002u; -} -inline void FlattenParameter::clear_has_end_axis() { - _has_bits_[0] &= ~0x00000002u; -} -inline void FlattenParameter::clear_end_axis() { - end_axis_ = -1; - clear_has_end_axis(); -} -inline ::google::protobuf::int32 FlattenParameter::end_axis() const { - // @@protoc_insertion_point(field_get:caffe.FlattenParameter.end_axis) - return end_axis_; -} -inline void FlattenParameter::set_end_axis(::google::protobuf::int32 value) { - set_has_end_axis(); - end_axis_ = value; - // @@protoc_insertion_point(field_set:caffe.FlattenParameter.end_axis) -} - -inline const FlattenParameter* FlattenParameter::internal_default_instance() { - return &FlattenParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// HDF5DataParameter - -// optional string source = 1; -inline bool HDF5DataParameter::has_source() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void HDF5DataParameter::set_has_source() { - _has_bits_[0] |= 0x00000001u; -} -inline void HDF5DataParameter::clear_has_source() { - _has_bits_[0] &= ~0x00000001u; -} -inline void HDF5DataParameter::clear_source() { - source_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_source(); -} -inline const ::std::string& HDF5DataParameter::source() const { - // @@protoc_insertion_point(field_get:caffe.HDF5DataParameter.source) - return source_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void HDF5DataParameter::set_source(const ::std::string& value) { - set_has_source(); - source_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.HDF5DataParameter.source) -} -inline void HDF5DataParameter::set_source(const char* value) { - set_has_source(); - source_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.HDF5DataParameter.source) -} -inline void HDF5DataParameter::set_source(const char* value, size_t size) { - set_has_source(); - source_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.HDF5DataParameter.source) -} -inline ::std::string* HDF5DataParameter::mutable_source() { - set_has_source(); - // @@protoc_insertion_point(field_mutable:caffe.HDF5DataParameter.source) - return source_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline ::std::string* HDF5DataParameter::release_source() { - // @@protoc_insertion_point(field_release:caffe.HDF5DataParameter.source) - clear_has_source(); - return source_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void HDF5DataParameter::set_allocated_source(::std::string* source) { - if (source != NULL) { - set_has_source(); - } else { - clear_has_source(); - } - source_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), source); - // @@protoc_insertion_point(field_set_allocated:caffe.HDF5DataParameter.source) -} - -// optional uint32 batch_size = 2; -inline bool HDF5DataParameter::has_batch_size() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void HDF5DataParameter::set_has_batch_size() { - _has_bits_[0] |= 0x00000002u; -} -inline void HDF5DataParameter::clear_has_batch_size() { - _has_bits_[0] &= ~0x00000002u; -} -inline void HDF5DataParameter::clear_batch_size() { - batch_size_ = 0u; - clear_has_batch_size(); -} -inline ::google::protobuf::uint32 HDF5DataParameter::batch_size() const { - // @@protoc_insertion_point(field_get:caffe.HDF5DataParameter.batch_size) - return batch_size_; -} -inline void HDF5DataParameter::set_batch_size(::google::protobuf::uint32 value) { - set_has_batch_size(); - batch_size_ = value; - // @@protoc_insertion_point(field_set:caffe.HDF5DataParameter.batch_size) -} - -// optional bool shuffle = 3 [default = false]; -inline bool HDF5DataParameter::has_shuffle() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -inline void HDF5DataParameter::set_has_shuffle() { - _has_bits_[0] |= 0x00000004u; -} -inline void HDF5DataParameter::clear_has_shuffle() { - _has_bits_[0] &= ~0x00000004u; -} -inline void HDF5DataParameter::clear_shuffle() { - shuffle_ = false; - clear_has_shuffle(); -} -inline bool HDF5DataParameter::shuffle() const { - // @@protoc_insertion_point(field_get:caffe.HDF5DataParameter.shuffle) - return shuffle_; -} -inline void HDF5DataParameter::set_shuffle(bool value) { - set_has_shuffle(); - shuffle_ = value; - // @@protoc_insertion_point(field_set:caffe.HDF5DataParameter.shuffle) -} - -inline const HDF5DataParameter* HDF5DataParameter::internal_default_instance() { - return &HDF5DataParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// HDF5OutputParameter - -// optional string file_name = 1; -inline bool HDF5OutputParameter::has_file_name() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void HDF5OutputParameter::set_has_file_name() { - _has_bits_[0] |= 0x00000001u; -} -inline void HDF5OutputParameter::clear_has_file_name() { - _has_bits_[0] &= ~0x00000001u; -} -inline void HDF5OutputParameter::clear_file_name() { - file_name_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_file_name(); -} -inline const ::std::string& HDF5OutputParameter::file_name() const { - // @@protoc_insertion_point(field_get:caffe.HDF5OutputParameter.file_name) - return file_name_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void HDF5OutputParameter::set_file_name(const ::std::string& value) { - set_has_file_name(); - file_name_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.HDF5OutputParameter.file_name) -} -inline void HDF5OutputParameter::set_file_name(const char* value) { - set_has_file_name(); - file_name_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.HDF5OutputParameter.file_name) -} -inline void HDF5OutputParameter::set_file_name(const char* value, size_t size) { - set_has_file_name(); - file_name_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.HDF5OutputParameter.file_name) -} -inline ::std::string* HDF5OutputParameter::mutable_file_name() { - set_has_file_name(); - // @@protoc_insertion_point(field_mutable:caffe.HDF5OutputParameter.file_name) - return file_name_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline ::std::string* HDF5OutputParameter::release_file_name() { - // @@protoc_insertion_point(field_release:caffe.HDF5OutputParameter.file_name) - clear_has_file_name(); - return file_name_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void HDF5OutputParameter::set_allocated_file_name(::std::string* file_name) { - if (file_name != NULL) { - set_has_file_name(); - } else { - clear_has_file_name(); - } - file_name_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), file_name); - // @@protoc_insertion_point(field_set_allocated:caffe.HDF5OutputParameter.file_name) -} - -inline const HDF5OutputParameter* HDF5OutputParameter::internal_default_instance() { - return &HDF5OutputParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// HingeLossParameter - -// optional .caffe.HingeLossParameter.Norm norm = 1 [default = L1]; -inline bool HingeLossParameter::has_norm() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void HingeLossParameter::set_has_norm() { - _has_bits_[0] |= 0x00000001u; -} -inline void HingeLossParameter::clear_has_norm() { - _has_bits_[0] &= ~0x00000001u; -} -inline void HingeLossParameter::clear_norm() { - norm_ = 1; - clear_has_norm(); -} -inline ::caffe::HingeLossParameter_Norm HingeLossParameter::norm() const { - // @@protoc_insertion_point(field_get:caffe.HingeLossParameter.norm) - return static_cast< ::caffe::HingeLossParameter_Norm >(norm_); -} -inline void HingeLossParameter::set_norm(::caffe::HingeLossParameter_Norm value) { - assert(::caffe::HingeLossParameter_Norm_IsValid(value)); - set_has_norm(); - norm_ = value; - // @@protoc_insertion_point(field_set:caffe.HingeLossParameter.norm) -} - -inline const HingeLossParameter* HingeLossParameter::internal_default_instance() { - return &HingeLossParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// ImageDataParameter - -// optional string source = 1; -inline bool ImageDataParameter::has_source() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void ImageDataParameter::set_has_source() { - _has_bits_[0] |= 0x00000001u; -} -inline void ImageDataParameter::clear_has_source() { - _has_bits_[0] &= ~0x00000001u; -} -inline void ImageDataParameter::clear_source() { - source_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_source(); -} -inline const ::std::string& ImageDataParameter::source() const { - // @@protoc_insertion_point(field_get:caffe.ImageDataParameter.source) - return source_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void ImageDataParameter::set_source(const ::std::string& value) { - set_has_source(); - source_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.ImageDataParameter.source) -} -inline void ImageDataParameter::set_source(const char* value) { - set_has_source(); - source_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.ImageDataParameter.source) -} -inline void ImageDataParameter::set_source(const char* value, size_t size) { - set_has_source(); - source_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.ImageDataParameter.source) -} -inline ::std::string* ImageDataParameter::mutable_source() { - set_has_source(); - // @@protoc_insertion_point(field_mutable:caffe.ImageDataParameter.source) - return source_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline ::std::string* ImageDataParameter::release_source() { - // @@protoc_insertion_point(field_release:caffe.ImageDataParameter.source) - clear_has_source(); - return source_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void ImageDataParameter::set_allocated_source(::std::string* source) { - if (source != NULL) { - set_has_source(); - } else { - clear_has_source(); - } - source_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), source); - // @@protoc_insertion_point(field_set_allocated:caffe.ImageDataParameter.source) -} - -// optional uint32 batch_size = 4 [default = 1]; -inline bool ImageDataParameter::has_batch_size() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void ImageDataParameter::set_has_batch_size() { - _has_bits_[0] |= 0x00000002u; -} -inline void ImageDataParameter::clear_has_batch_size() { - _has_bits_[0] &= ~0x00000002u; -} -inline void ImageDataParameter::clear_batch_size() { - batch_size_ = 1u; - clear_has_batch_size(); -} -inline ::google::protobuf::uint32 ImageDataParameter::batch_size() const { - // @@protoc_insertion_point(field_get:caffe.ImageDataParameter.batch_size) - return batch_size_; -} -inline void ImageDataParameter::set_batch_size(::google::protobuf::uint32 value) { - set_has_batch_size(); - batch_size_ = value; - // @@protoc_insertion_point(field_set:caffe.ImageDataParameter.batch_size) -} - -// optional uint32 rand_skip = 7 [default = 0]; -inline bool ImageDataParameter::has_rand_skip() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -inline void ImageDataParameter::set_has_rand_skip() { - _has_bits_[0] |= 0x00000004u; -} -inline void ImageDataParameter::clear_has_rand_skip() { - _has_bits_[0] &= ~0x00000004u; -} -inline void ImageDataParameter::clear_rand_skip() { - rand_skip_ = 0u; - clear_has_rand_skip(); -} -inline ::google::protobuf::uint32 ImageDataParameter::rand_skip() const { - // @@protoc_insertion_point(field_get:caffe.ImageDataParameter.rand_skip) - return rand_skip_; -} -inline void ImageDataParameter::set_rand_skip(::google::protobuf::uint32 value) { - set_has_rand_skip(); - rand_skip_ = value; - // @@protoc_insertion_point(field_set:caffe.ImageDataParameter.rand_skip) -} - -// optional bool shuffle = 8 [default = false]; -inline bool ImageDataParameter::has_shuffle() const { - return (_has_bits_[0] & 0x00000008u) != 0; -} -inline void ImageDataParameter::set_has_shuffle() { - _has_bits_[0] |= 0x00000008u; -} -inline void ImageDataParameter::clear_has_shuffle() { - _has_bits_[0] &= ~0x00000008u; -} -inline void ImageDataParameter::clear_shuffle() { - shuffle_ = false; - clear_has_shuffle(); -} -inline bool ImageDataParameter::shuffle() const { - // @@protoc_insertion_point(field_get:caffe.ImageDataParameter.shuffle) - return shuffle_; -} -inline void ImageDataParameter::set_shuffle(bool value) { - set_has_shuffle(); - shuffle_ = value; - // @@protoc_insertion_point(field_set:caffe.ImageDataParameter.shuffle) -} - -// optional uint32 new_height = 9 [default = 0]; -inline bool ImageDataParameter::has_new_height() const { - return (_has_bits_[0] & 0x00000010u) != 0; -} -inline void ImageDataParameter::set_has_new_height() { - _has_bits_[0] |= 0x00000010u; -} -inline void ImageDataParameter::clear_has_new_height() { - _has_bits_[0] &= ~0x00000010u; -} -inline void ImageDataParameter::clear_new_height() { - new_height_ = 0u; - clear_has_new_height(); -} -inline ::google::protobuf::uint32 ImageDataParameter::new_height() const { - // @@protoc_insertion_point(field_get:caffe.ImageDataParameter.new_height) - return new_height_; -} -inline void ImageDataParameter::set_new_height(::google::protobuf::uint32 value) { - set_has_new_height(); - new_height_ = value; - // @@protoc_insertion_point(field_set:caffe.ImageDataParameter.new_height) -} - -// optional uint32 new_width = 10 [default = 0]; -inline bool ImageDataParameter::has_new_width() const { - return (_has_bits_[0] & 0x00000020u) != 0; -} -inline void ImageDataParameter::set_has_new_width() { - _has_bits_[0] |= 0x00000020u; -} -inline void ImageDataParameter::clear_has_new_width() { - _has_bits_[0] &= ~0x00000020u; -} -inline void ImageDataParameter::clear_new_width() { - new_width_ = 0u; - clear_has_new_width(); -} -inline ::google::protobuf::uint32 ImageDataParameter::new_width() const { - // @@protoc_insertion_point(field_get:caffe.ImageDataParameter.new_width) - return new_width_; -} -inline void ImageDataParameter::set_new_width(::google::protobuf::uint32 value) { - set_has_new_width(); - new_width_ = value; - // @@protoc_insertion_point(field_set:caffe.ImageDataParameter.new_width) -} - -// optional bool is_color = 11 [default = true]; -inline bool ImageDataParameter::has_is_color() const { - return (_has_bits_[0] & 0x00000040u) != 0; -} -inline void ImageDataParameter::set_has_is_color() { - _has_bits_[0] |= 0x00000040u; -} -inline void ImageDataParameter::clear_has_is_color() { - _has_bits_[0] &= ~0x00000040u; -} -inline void ImageDataParameter::clear_is_color() { - is_color_ = true; - clear_has_is_color(); -} -inline bool ImageDataParameter::is_color() const { - // @@protoc_insertion_point(field_get:caffe.ImageDataParameter.is_color) - return is_color_; -} -inline void ImageDataParameter::set_is_color(bool value) { - set_has_is_color(); - is_color_ = value; - // @@protoc_insertion_point(field_set:caffe.ImageDataParameter.is_color) -} - -// optional float scale = 2 [default = 1]; -inline bool ImageDataParameter::has_scale() const { - return (_has_bits_[0] & 0x00000080u) != 0; -} -inline void ImageDataParameter::set_has_scale() { - _has_bits_[0] |= 0x00000080u; -} -inline void ImageDataParameter::clear_has_scale() { - _has_bits_[0] &= ~0x00000080u; -} -inline void ImageDataParameter::clear_scale() { - scale_ = 1; - clear_has_scale(); -} -inline float ImageDataParameter::scale() const { - // @@protoc_insertion_point(field_get:caffe.ImageDataParameter.scale) - return scale_; -} -inline void ImageDataParameter::set_scale(float value) { - set_has_scale(); - scale_ = value; - // @@protoc_insertion_point(field_set:caffe.ImageDataParameter.scale) -} - -// optional string mean_file = 3; -inline bool ImageDataParameter::has_mean_file() const { - return (_has_bits_[0] & 0x00000100u) != 0; -} -inline void ImageDataParameter::set_has_mean_file() { - _has_bits_[0] |= 0x00000100u; -} -inline void ImageDataParameter::clear_has_mean_file() { - _has_bits_[0] &= ~0x00000100u; -} -inline void ImageDataParameter::clear_mean_file() { - mean_file_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_mean_file(); -} -inline const ::std::string& ImageDataParameter::mean_file() const { - // @@protoc_insertion_point(field_get:caffe.ImageDataParameter.mean_file) - return mean_file_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void ImageDataParameter::set_mean_file(const ::std::string& value) { - set_has_mean_file(); - mean_file_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.ImageDataParameter.mean_file) -} -inline void ImageDataParameter::set_mean_file(const char* value) { - set_has_mean_file(); - mean_file_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.ImageDataParameter.mean_file) -} -inline void ImageDataParameter::set_mean_file(const char* value, size_t size) { - set_has_mean_file(); - mean_file_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.ImageDataParameter.mean_file) -} -inline ::std::string* ImageDataParameter::mutable_mean_file() { - set_has_mean_file(); - // @@protoc_insertion_point(field_mutable:caffe.ImageDataParameter.mean_file) - return mean_file_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline ::std::string* ImageDataParameter::release_mean_file() { - // @@protoc_insertion_point(field_release:caffe.ImageDataParameter.mean_file) - clear_has_mean_file(); - return mean_file_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void ImageDataParameter::set_allocated_mean_file(::std::string* mean_file) { - if (mean_file != NULL) { - set_has_mean_file(); - } else { - clear_has_mean_file(); - } - mean_file_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), mean_file); - // @@protoc_insertion_point(field_set_allocated:caffe.ImageDataParameter.mean_file) -} - -// optional uint32 crop_size = 5 [default = 0]; -inline bool ImageDataParameter::has_crop_size() const { - return (_has_bits_[0] & 0x00000200u) != 0; -} -inline void ImageDataParameter::set_has_crop_size() { - _has_bits_[0] |= 0x00000200u; -} -inline void ImageDataParameter::clear_has_crop_size() { - _has_bits_[0] &= ~0x00000200u; -} -inline void ImageDataParameter::clear_crop_size() { - crop_size_ = 0u; - clear_has_crop_size(); -} -inline ::google::protobuf::uint32 ImageDataParameter::crop_size() const { - // @@protoc_insertion_point(field_get:caffe.ImageDataParameter.crop_size) - return crop_size_; -} -inline void ImageDataParameter::set_crop_size(::google::protobuf::uint32 value) { - set_has_crop_size(); - crop_size_ = value; - // @@protoc_insertion_point(field_set:caffe.ImageDataParameter.crop_size) -} - -// optional bool mirror = 6 [default = false]; -inline bool ImageDataParameter::has_mirror() const { - return (_has_bits_[0] & 0x00000400u) != 0; -} -inline void ImageDataParameter::set_has_mirror() { - _has_bits_[0] |= 0x00000400u; -} -inline void ImageDataParameter::clear_has_mirror() { - _has_bits_[0] &= ~0x00000400u; -} -inline void ImageDataParameter::clear_mirror() { - mirror_ = false; - clear_has_mirror(); -} -inline bool ImageDataParameter::mirror() const { - // @@protoc_insertion_point(field_get:caffe.ImageDataParameter.mirror) - return mirror_; -} -inline void ImageDataParameter::set_mirror(bool value) { - set_has_mirror(); - mirror_ = value; - // @@protoc_insertion_point(field_set:caffe.ImageDataParameter.mirror) -} - -// optional string root_folder = 12 [default = ""]; -inline bool ImageDataParameter::has_root_folder() const { - return (_has_bits_[0] & 0x00000800u) != 0; -} -inline void ImageDataParameter::set_has_root_folder() { - _has_bits_[0] |= 0x00000800u; -} -inline void ImageDataParameter::clear_has_root_folder() { - _has_bits_[0] &= ~0x00000800u; -} -inline void ImageDataParameter::clear_root_folder() { - root_folder_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_root_folder(); -} -inline const ::std::string& ImageDataParameter::root_folder() const { - // @@protoc_insertion_point(field_get:caffe.ImageDataParameter.root_folder) - return root_folder_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void ImageDataParameter::set_root_folder(const ::std::string& value) { - set_has_root_folder(); - root_folder_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.ImageDataParameter.root_folder) -} -inline void ImageDataParameter::set_root_folder(const char* value) { - set_has_root_folder(); - root_folder_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.ImageDataParameter.root_folder) -} -inline void ImageDataParameter::set_root_folder(const char* value, size_t size) { - set_has_root_folder(); - root_folder_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.ImageDataParameter.root_folder) -} -inline ::std::string* ImageDataParameter::mutable_root_folder() { - set_has_root_folder(); - // @@protoc_insertion_point(field_mutable:caffe.ImageDataParameter.root_folder) - return root_folder_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline ::std::string* ImageDataParameter::release_root_folder() { - // @@protoc_insertion_point(field_release:caffe.ImageDataParameter.root_folder) - clear_has_root_folder(); - return root_folder_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void ImageDataParameter::set_allocated_root_folder(::std::string* root_folder) { - if (root_folder != NULL) { - set_has_root_folder(); - } else { - clear_has_root_folder(); - } - root_folder_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), root_folder); - // @@protoc_insertion_point(field_set_allocated:caffe.ImageDataParameter.root_folder) -} - -inline const ImageDataParameter* ImageDataParameter::internal_default_instance() { - return &ImageDataParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// InfogainLossParameter - -// optional string source = 1; -inline bool InfogainLossParameter::has_source() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void InfogainLossParameter::set_has_source() { - _has_bits_[0] |= 0x00000001u; -} -inline void InfogainLossParameter::clear_has_source() { - _has_bits_[0] &= ~0x00000001u; -} -inline void InfogainLossParameter::clear_source() { - source_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_source(); -} -inline const ::std::string& InfogainLossParameter::source() const { - // @@protoc_insertion_point(field_get:caffe.InfogainLossParameter.source) - return source_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void InfogainLossParameter::set_source(const ::std::string& value) { - set_has_source(); - source_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.InfogainLossParameter.source) -} -inline void InfogainLossParameter::set_source(const char* value) { - set_has_source(); - source_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.InfogainLossParameter.source) -} -inline void InfogainLossParameter::set_source(const char* value, size_t size) { - set_has_source(); - source_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.InfogainLossParameter.source) -} -inline ::std::string* InfogainLossParameter::mutable_source() { - set_has_source(); - // @@protoc_insertion_point(field_mutable:caffe.InfogainLossParameter.source) - return source_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline ::std::string* InfogainLossParameter::release_source() { - // @@protoc_insertion_point(field_release:caffe.InfogainLossParameter.source) - clear_has_source(); - return source_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void InfogainLossParameter::set_allocated_source(::std::string* source) { - if (source != NULL) { - set_has_source(); - } else { - clear_has_source(); - } - source_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), source); - // @@protoc_insertion_point(field_set_allocated:caffe.InfogainLossParameter.source) -} - -inline const InfogainLossParameter* InfogainLossParameter::internal_default_instance() { - return &InfogainLossParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// InnerProductParameter - -// optional uint32 num_output = 1; -inline bool InnerProductParameter::has_num_output() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void InnerProductParameter::set_has_num_output() { - _has_bits_[0] |= 0x00000001u; -} -inline void InnerProductParameter::clear_has_num_output() { - _has_bits_[0] &= ~0x00000001u; -} -inline void InnerProductParameter::clear_num_output() { - num_output_ = 0u; - clear_has_num_output(); -} -inline ::google::protobuf::uint32 InnerProductParameter::num_output() const { - // @@protoc_insertion_point(field_get:caffe.InnerProductParameter.num_output) - return num_output_; -} -inline void InnerProductParameter::set_num_output(::google::protobuf::uint32 value) { - set_has_num_output(); - num_output_ = value; - // @@protoc_insertion_point(field_set:caffe.InnerProductParameter.num_output) -} - -// optional bool bias_term = 2 [default = true]; -inline bool InnerProductParameter::has_bias_term() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void InnerProductParameter::set_has_bias_term() { - _has_bits_[0] |= 0x00000002u; -} -inline void InnerProductParameter::clear_has_bias_term() { - _has_bits_[0] &= ~0x00000002u; -} -inline void InnerProductParameter::clear_bias_term() { - bias_term_ = true; - clear_has_bias_term(); -} -inline bool InnerProductParameter::bias_term() const { - // @@protoc_insertion_point(field_get:caffe.InnerProductParameter.bias_term) - return bias_term_; -} -inline void InnerProductParameter::set_bias_term(bool value) { - set_has_bias_term(); - bias_term_ = value; - // @@protoc_insertion_point(field_set:caffe.InnerProductParameter.bias_term) -} - -// optional .caffe.FillerParameter weight_filler = 3; -inline bool InnerProductParameter::has_weight_filler() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -inline void InnerProductParameter::set_has_weight_filler() { - _has_bits_[0] |= 0x00000004u; -} -inline void InnerProductParameter::clear_has_weight_filler() { - _has_bits_[0] &= ~0x00000004u; -} -inline void InnerProductParameter::clear_weight_filler() { - if (weight_filler_ != NULL) weight_filler_->::caffe::FillerParameter::Clear(); - clear_has_weight_filler(); -} -inline const ::caffe::FillerParameter& InnerProductParameter::weight_filler() const { - // @@protoc_insertion_point(field_get:caffe.InnerProductParameter.weight_filler) - return weight_filler_ != NULL ? *weight_filler_ - : *::caffe::FillerParameter::internal_default_instance(); -} -inline ::caffe::FillerParameter* InnerProductParameter::mutable_weight_filler() { - set_has_weight_filler(); - if (weight_filler_ == NULL) { - weight_filler_ = new ::caffe::FillerParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.InnerProductParameter.weight_filler) - return weight_filler_; -} -inline ::caffe::FillerParameter* InnerProductParameter::release_weight_filler() { - // @@protoc_insertion_point(field_release:caffe.InnerProductParameter.weight_filler) - clear_has_weight_filler(); - ::caffe::FillerParameter* temp = weight_filler_; - weight_filler_ = NULL; - return temp; -} -inline void InnerProductParameter::set_allocated_weight_filler(::caffe::FillerParameter* weight_filler) { - delete weight_filler_; - weight_filler_ = weight_filler; - if (weight_filler) { - set_has_weight_filler(); - } else { - clear_has_weight_filler(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.InnerProductParameter.weight_filler) -} - -// optional .caffe.FillerParameter bias_filler = 4; -inline bool InnerProductParameter::has_bias_filler() const { - return (_has_bits_[0] & 0x00000008u) != 0; -} -inline void InnerProductParameter::set_has_bias_filler() { - _has_bits_[0] |= 0x00000008u; -} -inline void InnerProductParameter::clear_has_bias_filler() { - _has_bits_[0] &= ~0x00000008u; -} -inline void InnerProductParameter::clear_bias_filler() { - if (bias_filler_ != NULL) bias_filler_->::caffe::FillerParameter::Clear(); - clear_has_bias_filler(); -} -inline const ::caffe::FillerParameter& InnerProductParameter::bias_filler() const { - // @@protoc_insertion_point(field_get:caffe.InnerProductParameter.bias_filler) - return bias_filler_ != NULL ? *bias_filler_ - : *::caffe::FillerParameter::internal_default_instance(); -} -inline ::caffe::FillerParameter* InnerProductParameter::mutable_bias_filler() { - set_has_bias_filler(); - if (bias_filler_ == NULL) { - bias_filler_ = new ::caffe::FillerParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.InnerProductParameter.bias_filler) - return bias_filler_; -} -inline ::caffe::FillerParameter* InnerProductParameter::release_bias_filler() { - // @@protoc_insertion_point(field_release:caffe.InnerProductParameter.bias_filler) - clear_has_bias_filler(); - ::caffe::FillerParameter* temp = bias_filler_; - bias_filler_ = NULL; - return temp; -} -inline void InnerProductParameter::set_allocated_bias_filler(::caffe::FillerParameter* bias_filler) { - delete bias_filler_; - bias_filler_ = bias_filler; - if (bias_filler) { - set_has_bias_filler(); - } else { - clear_has_bias_filler(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.InnerProductParameter.bias_filler) -} - -// optional int32 axis = 5 [default = 1]; -inline bool InnerProductParameter::has_axis() const { - return (_has_bits_[0] & 0x00000010u) != 0; -} -inline void InnerProductParameter::set_has_axis() { - _has_bits_[0] |= 0x00000010u; -} -inline void InnerProductParameter::clear_has_axis() { - _has_bits_[0] &= ~0x00000010u; -} -inline void InnerProductParameter::clear_axis() { - axis_ = 1; - clear_has_axis(); -} -inline ::google::protobuf::int32 InnerProductParameter::axis() const { - // @@protoc_insertion_point(field_get:caffe.InnerProductParameter.axis) - return axis_; -} -inline void InnerProductParameter::set_axis(::google::protobuf::int32 value) { - set_has_axis(); - axis_ = value; - // @@protoc_insertion_point(field_set:caffe.InnerProductParameter.axis) -} - -// optional bool transpose = 6 [default = false]; -inline bool InnerProductParameter::has_transpose() const { - return (_has_bits_[0] & 0x00000020u) != 0; -} -inline void InnerProductParameter::set_has_transpose() { - _has_bits_[0] |= 0x00000020u; -} -inline void InnerProductParameter::clear_has_transpose() { - _has_bits_[0] &= ~0x00000020u; -} -inline void InnerProductParameter::clear_transpose() { - transpose_ = false; - clear_has_transpose(); -} -inline bool InnerProductParameter::transpose() const { - // @@protoc_insertion_point(field_get:caffe.InnerProductParameter.transpose) - return transpose_; -} -inline void InnerProductParameter::set_transpose(bool value) { - set_has_transpose(); - transpose_ = value; - // @@protoc_insertion_point(field_set:caffe.InnerProductParameter.transpose) -} - -inline const InnerProductParameter* InnerProductParameter::internal_default_instance() { - return &InnerProductParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// InputParameter - -// repeated .caffe.BlobShape shape = 1; -inline int InputParameter::shape_size() const { - return shape_.size(); -} -inline void InputParameter::clear_shape() { - shape_.Clear(); -} -inline const ::caffe::BlobShape& InputParameter::shape(int index) const { - // @@protoc_insertion_point(field_get:caffe.InputParameter.shape) - return shape_.Get(index); -} -inline ::caffe::BlobShape* InputParameter::mutable_shape(int index) { - // @@protoc_insertion_point(field_mutable:caffe.InputParameter.shape) - return shape_.Mutable(index); -} -inline ::caffe::BlobShape* InputParameter::add_shape() { - // @@protoc_insertion_point(field_add:caffe.InputParameter.shape) - return shape_.Add(); -} -inline ::google::protobuf::RepeatedPtrField< ::caffe::BlobShape >* -InputParameter::mutable_shape() { - // @@protoc_insertion_point(field_mutable_list:caffe.InputParameter.shape) - return &shape_; -} -inline const ::google::protobuf::RepeatedPtrField< ::caffe::BlobShape >& -InputParameter::shape() const { - // @@protoc_insertion_point(field_list:caffe.InputParameter.shape) - return shape_; -} - -inline const InputParameter* InputParameter::internal_default_instance() { - return &InputParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// LogParameter - -// optional float base = 1 [default = -1]; -inline bool LogParameter::has_base() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void LogParameter::set_has_base() { - _has_bits_[0] |= 0x00000001u; -} -inline void LogParameter::clear_has_base() { - _has_bits_[0] &= ~0x00000001u; -} -inline void LogParameter::clear_base() { - base_ = -1; - clear_has_base(); -} -inline float LogParameter::base() const { - // @@protoc_insertion_point(field_get:caffe.LogParameter.base) - return base_; -} -inline void LogParameter::set_base(float value) { - set_has_base(); - base_ = value; - // @@protoc_insertion_point(field_set:caffe.LogParameter.base) -} - -// optional float scale = 2 [default = 1]; -inline bool LogParameter::has_scale() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void LogParameter::set_has_scale() { - _has_bits_[0] |= 0x00000002u; -} -inline void LogParameter::clear_has_scale() { - _has_bits_[0] &= ~0x00000002u; -} -inline void LogParameter::clear_scale() { - scale_ = 1; - clear_has_scale(); -} -inline float LogParameter::scale() const { - // @@protoc_insertion_point(field_get:caffe.LogParameter.scale) - return scale_; -} -inline void LogParameter::set_scale(float value) { - set_has_scale(); - scale_ = value; - // @@protoc_insertion_point(field_set:caffe.LogParameter.scale) -} - -// optional float shift = 3 [default = 0]; -inline bool LogParameter::has_shift() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -inline void LogParameter::set_has_shift() { - _has_bits_[0] |= 0x00000004u; -} -inline void LogParameter::clear_has_shift() { - _has_bits_[0] &= ~0x00000004u; -} -inline void LogParameter::clear_shift() { - shift_ = 0; - clear_has_shift(); -} -inline float LogParameter::shift() const { - // @@protoc_insertion_point(field_get:caffe.LogParameter.shift) - return shift_; -} -inline void LogParameter::set_shift(float value) { - set_has_shift(); - shift_ = value; - // @@protoc_insertion_point(field_set:caffe.LogParameter.shift) -} - -inline const LogParameter* LogParameter::internal_default_instance() { - return &LogParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// LRNParameter - -// optional uint32 local_size = 1 [default = 5]; -inline bool LRNParameter::has_local_size() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void LRNParameter::set_has_local_size() { - _has_bits_[0] |= 0x00000001u; -} -inline void LRNParameter::clear_has_local_size() { - _has_bits_[0] &= ~0x00000001u; -} -inline void LRNParameter::clear_local_size() { - local_size_ = 5u; - clear_has_local_size(); -} -inline ::google::protobuf::uint32 LRNParameter::local_size() const { - // @@protoc_insertion_point(field_get:caffe.LRNParameter.local_size) - return local_size_; -} -inline void LRNParameter::set_local_size(::google::protobuf::uint32 value) { - set_has_local_size(); - local_size_ = value; - // @@protoc_insertion_point(field_set:caffe.LRNParameter.local_size) -} - -// optional float alpha = 2 [default = 1]; -inline bool LRNParameter::has_alpha() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void LRNParameter::set_has_alpha() { - _has_bits_[0] |= 0x00000002u; -} -inline void LRNParameter::clear_has_alpha() { - _has_bits_[0] &= ~0x00000002u; -} -inline void LRNParameter::clear_alpha() { - alpha_ = 1; - clear_has_alpha(); -} -inline float LRNParameter::alpha() const { - // @@protoc_insertion_point(field_get:caffe.LRNParameter.alpha) - return alpha_; -} -inline void LRNParameter::set_alpha(float value) { - set_has_alpha(); - alpha_ = value; - // @@protoc_insertion_point(field_set:caffe.LRNParameter.alpha) -} - -// optional float beta = 3 [default = 0.75]; -inline bool LRNParameter::has_beta() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -inline void LRNParameter::set_has_beta() { - _has_bits_[0] |= 0x00000004u; -} -inline void LRNParameter::clear_has_beta() { - _has_bits_[0] &= ~0x00000004u; -} -inline void LRNParameter::clear_beta() { - beta_ = 0.75f; - clear_has_beta(); -} -inline float LRNParameter::beta() const { - // @@protoc_insertion_point(field_get:caffe.LRNParameter.beta) - return beta_; -} -inline void LRNParameter::set_beta(float value) { - set_has_beta(); - beta_ = value; - // @@protoc_insertion_point(field_set:caffe.LRNParameter.beta) -} - -// optional .caffe.LRNParameter.NormRegion norm_region = 4 [default = ACROSS_CHANNELS]; -inline bool LRNParameter::has_norm_region() const { - return (_has_bits_[0] & 0x00000008u) != 0; -} -inline void LRNParameter::set_has_norm_region() { - _has_bits_[0] |= 0x00000008u; -} -inline void LRNParameter::clear_has_norm_region() { - _has_bits_[0] &= ~0x00000008u; -} -inline void LRNParameter::clear_norm_region() { - norm_region_ = 0; - clear_has_norm_region(); -} -inline ::caffe::LRNParameter_NormRegion LRNParameter::norm_region() const { - // @@protoc_insertion_point(field_get:caffe.LRNParameter.norm_region) - return static_cast< ::caffe::LRNParameter_NormRegion >(norm_region_); -} -inline void LRNParameter::set_norm_region(::caffe::LRNParameter_NormRegion value) { - assert(::caffe::LRNParameter_NormRegion_IsValid(value)); - set_has_norm_region(); - norm_region_ = value; - // @@protoc_insertion_point(field_set:caffe.LRNParameter.norm_region) -} - -// optional float k = 5 [default = 1]; -inline bool LRNParameter::has_k() const { - return (_has_bits_[0] & 0x00000010u) != 0; -} -inline void LRNParameter::set_has_k() { - _has_bits_[0] |= 0x00000010u; -} -inline void LRNParameter::clear_has_k() { - _has_bits_[0] &= ~0x00000010u; -} -inline void LRNParameter::clear_k() { - k_ = 1; - clear_has_k(); -} -inline float LRNParameter::k() const { - // @@protoc_insertion_point(field_get:caffe.LRNParameter.k) - return k_; -} -inline void LRNParameter::set_k(float value) { - set_has_k(); - k_ = value; - // @@protoc_insertion_point(field_set:caffe.LRNParameter.k) -} - -// optional .caffe.LRNParameter.Engine engine = 6 [default = DEFAULT]; -inline bool LRNParameter::has_engine() const { - return (_has_bits_[0] & 0x00000020u) != 0; -} -inline void LRNParameter::set_has_engine() { - _has_bits_[0] |= 0x00000020u; -} -inline void LRNParameter::clear_has_engine() { - _has_bits_[0] &= ~0x00000020u; -} -inline void LRNParameter::clear_engine() { - engine_ = 0; - clear_has_engine(); -} -inline ::caffe::LRNParameter_Engine LRNParameter::engine() const { - // @@protoc_insertion_point(field_get:caffe.LRNParameter.engine) - return static_cast< ::caffe::LRNParameter_Engine >(engine_); -} -inline void LRNParameter::set_engine(::caffe::LRNParameter_Engine value) { - assert(::caffe::LRNParameter_Engine_IsValid(value)); - set_has_engine(); - engine_ = value; - // @@protoc_insertion_point(field_set:caffe.LRNParameter.engine) -} - -inline const LRNParameter* LRNParameter::internal_default_instance() { - return &LRNParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// MemoryDataParameter - -// optional uint32 batch_size = 1; -inline bool MemoryDataParameter::has_batch_size() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void MemoryDataParameter::set_has_batch_size() { - _has_bits_[0] |= 0x00000001u; -} -inline void MemoryDataParameter::clear_has_batch_size() { - _has_bits_[0] &= ~0x00000001u; -} -inline void MemoryDataParameter::clear_batch_size() { - batch_size_ = 0u; - clear_has_batch_size(); -} -inline ::google::protobuf::uint32 MemoryDataParameter::batch_size() const { - // @@protoc_insertion_point(field_get:caffe.MemoryDataParameter.batch_size) - return batch_size_; -} -inline void MemoryDataParameter::set_batch_size(::google::protobuf::uint32 value) { - set_has_batch_size(); - batch_size_ = value; - // @@protoc_insertion_point(field_set:caffe.MemoryDataParameter.batch_size) -} - -// optional uint32 channels = 2; -inline bool MemoryDataParameter::has_channels() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void MemoryDataParameter::set_has_channels() { - _has_bits_[0] |= 0x00000002u; -} -inline void MemoryDataParameter::clear_has_channels() { - _has_bits_[0] &= ~0x00000002u; -} -inline void MemoryDataParameter::clear_channels() { - channels_ = 0u; - clear_has_channels(); -} -inline ::google::protobuf::uint32 MemoryDataParameter::channels() const { - // @@protoc_insertion_point(field_get:caffe.MemoryDataParameter.channels) - return channels_; -} -inline void MemoryDataParameter::set_channels(::google::protobuf::uint32 value) { - set_has_channels(); - channels_ = value; - // @@protoc_insertion_point(field_set:caffe.MemoryDataParameter.channels) -} - -// optional uint32 height = 3; -inline bool MemoryDataParameter::has_height() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -inline void MemoryDataParameter::set_has_height() { - _has_bits_[0] |= 0x00000004u; -} -inline void MemoryDataParameter::clear_has_height() { - _has_bits_[0] &= ~0x00000004u; -} -inline void MemoryDataParameter::clear_height() { - height_ = 0u; - clear_has_height(); -} -inline ::google::protobuf::uint32 MemoryDataParameter::height() const { - // @@protoc_insertion_point(field_get:caffe.MemoryDataParameter.height) - return height_; -} -inline void MemoryDataParameter::set_height(::google::protobuf::uint32 value) { - set_has_height(); - height_ = value; - // @@protoc_insertion_point(field_set:caffe.MemoryDataParameter.height) -} - -// optional uint32 width = 4; -inline bool MemoryDataParameter::has_width() const { - return (_has_bits_[0] & 0x00000008u) != 0; -} -inline void MemoryDataParameter::set_has_width() { - _has_bits_[0] |= 0x00000008u; -} -inline void MemoryDataParameter::clear_has_width() { - _has_bits_[0] &= ~0x00000008u; -} -inline void MemoryDataParameter::clear_width() { - width_ = 0u; - clear_has_width(); -} -inline ::google::protobuf::uint32 MemoryDataParameter::width() const { - // @@protoc_insertion_point(field_get:caffe.MemoryDataParameter.width) - return width_; -} -inline void MemoryDataParameter::set_width(::google::protobuf::uint32 value) { - set_has_width(); - width_ = value; - // @@protoc_insertion_point(field_set:caffe.MemoryDataParameter.width) -} - -inline const MemoryDataParameter* MemoryDataParameter::internal_default_instance() { - return &MemoryDataParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// MVNParameter - -// optional bool normalize_variance = 1 [default = true]; -inline bool MVNParameter::has_normalize_variance() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void MVNParameter::set_has_normalize_variance() { - _has_bits_[0] |= 0x00000001u; -} -inline void MVNParameter::clear_has_normalize_variance() { - _has_bits_[0] &= ~0x00000001u; -} -inline void MVNParameter::clear_normalize_variance() { - normalize_variance_ = true; - clear_has_normalize_variance(); -} -inline bool MVNParameter::normalize_variance() const { - // @@protoc_insertion_point(field_get:caffe.MVNParameter.normalize_variance) - return normalize_variance_; -} -inline void MVNParameter::set_normalize_variance(bool value) { - set_has_normalize_variance(); - normalize_variance_ = value; - // @@protoc_insertion_point(field_set:caffe.MVNParameter.normalize_variance) -} - -// optional bool across_channels = 2 [default = false]; -inline bool MVNParameter::has_across_channels() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void MVNParameter::set_has_across_channels() { - _has_bits_[0] |= 0x00000002u; -} -inline void MVNParameter::clear_has_across_channels() { - _has_bits_[0] &= ~0x00000002u; -} -inline void MVNParameter::clear_across_channels() { - across_channels_ = false; - clear_has_across_channels(); -} -inline bool MVNParameter::across_channels() const { - // @@protoc_insertion_point(field_get:caffe.MVNParameter.across_channels) - return across_channels_; -} -inline void MVNParameter::set_across_channels(bool value) { - set_has_across_channels(); - across_channels_ = value; - // @@protoc_insertion_point(field_set:caffe.MVNParameter.across_channels) -} - -// optional float eps = 3 [default = 1e-09]; -inline bool MVNParameter::has_eps() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -inline void MVNParameter::set_has_eps() { - _has_bits_[0] |= 0x00000004u; -} -inline void MVNParameter::clear_has_eps() { - _has_bits_[0] &= ~0x00000004u; -} -inline void MVNParameter::clear_eps() { - eps_ = 1e-09f; - clear_has_eps(); -} -inline float MVNParameter::eps() const { - // @@protoc_insertion_point(field_get:caffe.MVNParameter.eps) - return eps_; -} -inline void MVNParameter::set_eps(float value) { - set_has_eps(); - eps_ = value; - // @@protoc_insertion_point(field_set:caffe.MVNParameter.eps) -} - -inline const MVNParameter* MVNParameter::internal_default_instance() { - return &MVNParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// ParameterParameter - -// optional .caffe.BlobShape shape = 1; -inline bool ParameterParameter::has_shape() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void ParameterParameter::set_has_shape() { - _has_bits_[0] |= 0x00000001u; -} -inline void ParameterParameter::clear_has_shape() { - _has_bits_[0] &= ~0x00000001u; -} -inline void ParameterParameter::clear_shape() { - if (shape_ != NULL) shape_->::caffe::BlobShape::Clear(); - clear_has_shape(); -} -inline const ::caffe::BlobShape& ParameterParameter::shape() const { - // @@protoc_insertion_point(field_get:caffe.ParameterParameter.shape) - return shape_ != NULL ? *shape_ - : *::caffe::BlobShape::internal_default_instance(); -} -inline ::caffe::BlobShape* ParameterParameter::mutable_shape() { - set_has_shape(); - if (shape_ == NULL) { - shape_ = new ::caffe::BlobShape; - } - // @@protoc_insertion_point(field_mutable:caffe.ParameterParameter.shape) - return shape_; -} -inline ::caffe::BlobShape* ParameterParameter::release_shape() { - // @@protoc_insertion_point(field_release:caffe.ParameterParameter.shape) - clear_has_shape(); - ::caffe::BlobShape* temp = shape_; - shape_ = NULL; - return temp; -} -inline void ParameterParameter::set_allocated_shape(::caffe::BlobShape* shape) { - delete shape_; - shape_ = shape; - if (shape) { - set_has_shape(); - } else { - clear_has_shape(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.ParameterParameter.shape) -} - -inline const ParameterParameter* ParameterParameter::internal_default_instance() { - return &ParameterParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// PoolingParameter - -// optional .caffe.PoolingParameter.PoolMethod pool = 1 [default = MAX]; -inline bool PoolingParameter::has_pool() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void PoolingParameter::set_has_pool() { - _has_bits_[0] |= 0x00000001u; -} -inline void PoolingParameter::clear_has_pool() { - _has_bits_[0] &= ~0x00000001u; -} -inline void PoolingParameter::clear_pool() { - pool_ = 0; - clear_has_pool(); -} -inline ::caffe::PoolingParameter_PoolMethod PoolingParameter::pool() const { - // @@protoc_insertion_point(field_get:caffe.PoolingParameter.pool) - return static_cast< ::caffe::PoolingParameter_PoolMethod >(pool_); -} -inline void PoolingParameter::set_pool(::caffe::PoolingParameter_PoolMethod value) { - assert(::caffe::PoolingParameter_PoolMethod_IsValid(value)); - set_has_pool(); - pool_ = value; - // @@protoc_insertion_point(field_set:caffe.PoolingParameter.pool) -} - -// optional uint32 pad = 4 [default = 0]; -inline bool PoolingParameter::has_pad() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void PoolingParameter::set_has_pad() { - _has_bits_[0] |= 0x00000002u; -} -inline void PoolingParameter::clear_has_pad() { - _has_bits_[0] &= ~0x00000002u; -} -inline void PoolingParameter::clear_pad() { - pad_ = 0u; - clear_has_pad(); -} -inline ::google::protobuf::uint32 PoolingParameter::pad() const { - // @@protoc_insertion_point(field_get:caffe.PoolingParameter.pad) - return pad_; -} -inline void PoolingParameter::set_pad(::google::protobuf::uint32 value) { - set_has_pad(); - pad_ = value; - // @@protoc_insertion_point(field_set:caffe.PoolingParameter.pad) -} - -// optional uint32 pad_h = 9 [default = 0]; -inline bool PoolingParameter::has_pad_h() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -inline void PoolingParameter::set_has_pad_h() { - _has_bits_[0] |= 0x00000004u; -} -inline void PoolingParameter::clear_has_pad_h() { - _has_bits_[0] &= ~0x00000004u; -} -inline void PoolingParameter::clear_pad_h() { - pad_h_ = 0u; - clear_has_pad_h(); -} -inline ::google::protobuf::uint32 PoolingParameter::pad_h() const { - // @@protoc_insertion_point(field_get:caffe.PoolingParameter.pad_h) - return pad_h_; -} -inline void PoolingParameter::set_pad_h(::google::protobuf::uint32 value) { - set_has_pad_h(); - pad_h_ = value; - // @@protoc_insertion_point(field_set:caffe.PoolingParameter.pad_h) -} - -// optional uint32 pad_w = 10 [default = 0]; -inline bool PoolingParameter::has_pad_w() const { - return (_has_bits_[0] & 0x00000008u) != 0; -} -inline void PoolingParameter::set_has_pad_w() { - _has_bits_[0] |= 0x00000008u; -} -inline void PoolingParameter::clear_has_pad_w() { - _has_bits_[0] &= ~0x00000008u; -} -inline void PoolingParameter::clear_pad_w() { - pad_w_ = 0u; - clear_has_pad_w(); -} -inline ::google::protobuf::uint32 PoolingParameter::pad_w() const { - // @@protoc_insertion_point(field_get:caffe.PoolingParameter.pad_w) - return pad_w_; -} -inline void PoolingParameter::set_pad_w(::google::protobuf::uint32 value) { - set_has_pad_w(); - pad_w_ = value; - // @@protoc_insertion_point(field_set:caffe.PoolingParameter.pad_w) -} - -// optional uint32 kernel_size = 2; -inline bool PoolingParameter::has_kernel_size() const { - return (_has_bits_[0] & 0x00000010u) != 0; -} -inline void PoolingParameter::set_has_kernel_size() { - _has_bits_[0] |= 0x00000010u; -} -inline void PoolingParameter::clear_has_kernel_size() { - _has_bits_[0] &= ~0x00000010u; -} -inline void PoolingParameter::clear_kernel_size() { - kernel_size_ = 0u; - clear_has_kernel_size(); -} -inline ::google::protobuf::uint32 PoolingParameter::kernel_size() const { - // @@protoc_insertion_point(field_get:caffe.PoolingParameter.kernel_size) - return kernel_size_; -} -inline void PoolingParameter::set_kernel_size(::google::protobuf::uint32 value) { - set_has_kernel_size(); - kernel_size_ = value; - // @@protoc_insertion_point(field_set:caffe.PoolingParameter.kernel_size) -} - -// optional uint32 kernel_h = 5; -inline bool PoolingParameter::has_kernel_h() const { - return (_has_bits_[0] & 0x00000020u) != 0; -} -inline void PoolingParameter::set_has_kernel_h() { - _has_bits_[0] |= 0x00000020u; -} -inline void PoolingParameter::clear_has_kernel_h() { - _has_bits_[0] &= ~0x00000020u; -} -inline void PoolingParameter::clear_kernel_h() { - kernel_h_ = 0u; - clear_has_kernel_h(); -} -inline ::google::protobuf::uint32 PoolingParameter::kernel_h() const { - // @@protoc_insertion_point(field_get:caffe.PoolingParameter.kernel_h) - return kernel_h_; -} -inline void PoolingParameter::set_kernel_h(::google::protobuf::uint32 value) { - set_has_kernel_h(); - kernel_h_ = value; - // @@protoc_insertion_point(field_set:caffe.PoolingParameter.kernel_h) -} - -// optional uint32 kernel_w = 6; -inline bool PoolingParameter::has_kernel_w() const { - return (_has_bits_[0] & 0x00000040u) != 0; -} -inline void PoolingParameter::set_has_kernel_w() { - _has_bits_[0] |= 0x00000040u; -} -inline void PoolingParameter::clear_has_kernel_w() { - _has_bits_[0] &= ~0x00000040u; -} -inline void PoolingParameter::clear_kernel_w() { - kernel_w_ = 0u; - clear_has_kernel_w(); -} -inline ::google::protobuf::uint32 PoolingParameter::kernel_w() const { - // @@protoc_insertion_point(field_get:caffe.PoolingParameter.kernel_w) - return kernel_w_; -} -inline void PoolingParameter::set_kernel_w(::google::protobuf::uint32 value) { - set_has_kernel_w(); - kernel_w_ = value; - // @@protoc_insertion_point(field_set:caffe.PoolingParameter.kernel_w) -} - -// optional uint32 stride = 3 [default = 1]; -inline bool PoolingParameter::has_stride() const { - return (_has_bits_[0] & 0x00000080u) != 0; -} -inline void PoolingParameter::set_has_stride() { - _has_bits_[0] |= 0x00000080u; -} -inline void PoolingParameter::clear_has_stride() { - _has_bits_[0] &= ~0x00000080u; -} -inline void PoolingParameter::clear_stride() { - stride_ = 1u; - clear_has_stride(); -} -inline ::google::protobuf::uint32 PoolingParameter::stride() const { - // @@protoc_insertion_point(field_get:caffe.PoolingParameter.stride) - return stride_; -} -inline void PoolingParameter::set_stride(::google::protobuf::uint32 value) { - set_has_stride(); - stride_ = value; - // @@protoc_insertion_point(field_set:caffe.PoolingParameter.stride) -} - -// optional uint32 stride_h = 7; -inline bool PoolingParameter::has_stride_h() const { - return (_has_bits_[0] & 0x00000100u) != 0; -} -inline void PoolingParameter::set_has_stride_h() { - _has_bits_[0] |= 0x00000100u; -} -inline void PoolingParameter::clear_has_stride_h() { - _has_bits_[0] &= ~0x00000100u; -} -inline void PoolingParameter::clear_stride_h() { - stride_h_ = 0u; - clear_has_stride_h(); -} -inline ::google::protobuf::uint32 PoolingParameter::stride_h() const { - // @@protoc_insertion_point(field_get:caffe.PoolingParameter.stride_h) - return stride_h_; -} -inline void PoolingParameter::set_stride_h(::google::protobuf::uint32 value) { - set_has_stride_h(); - stride_h_ = value; - // @@protoc_insertion_point(field_set:caffe.PoolingParameter.stride_h) -} - -// optional uint32 stride_w = 8; -inline bool PoolingParameter::has_stride_w() const { - return (_has_bits_[0] & 0x00000200u) != 0; -} -inline void PoolingParameter::set_has_stride_w() { - _has_bits_[0] |= 0x00000200u; -} -inline void PoolingParameter::clear_has_stride_w() { - _has_bits_[0] &= ~0x00000200u; -} -inline void PoolingParameter::clear_stride_w() { - stride_w_ = 0u; - clear_has_stride_w(); -} -inline ::google::protobuf::uint32 PoolingParameter::stride_w() const { - // @@protoc_insertion_point(field_get:caffe.PoolingParameter.stride_w) - return stride_w_; -} -inline void PoolingParameter::set_stride_w(::google::protobuf::uint32 value) { - set_has_stride_w(); - stride_w_ = value; - // @@protoc_insertion_point(field_set:caffe.PoolingParameter.stride_w) -} - -// optional .caffe.PoolingParameter.Engine engine = 11 [default = DEFAULT]; -inline bool PoolingParameter::has_engine() const { - return (_has_bits_[0] & 0x00000400u) != 0; -} -inline void PoolingParameter::set_has_engine() { - _has_bits_[0] |= 0x00000400u; -} -inline void PoolingParameter::clear_has_engine() { - _has_bits_[0] &= ~0x00000400u; -} -inline void PoolingParameter::clear_engine() { - engine_ = 0; - clear_has_engine(); -} -inline ::caffe::PoolingParameter_Engine PoolingParameter::engine() const { - // @@protoc_insertion_point(field_get:caffe.PoolingParameter.engine) - return static_cast< ::caffe::PoolingParameter_Engine >(engine_); -} -inline void PoolingParameter::set_engine(::caffe::PoolingParameter_Engine value) { - assert(::caffe::PoolingParameter_Engine_IsValid(value)); - set_has_engine(); - engine_ = value; - // @@protoc_insertion_point(field_set:caffe.PoolingParameter.engine) -} - -// optional bool global_pooling = 12 [default = false]; -inline bool PoolingParameter::has_global_pooling() const { - return (_has_bits_[0] & 0x00000800u) != 0; -} -inline void PoolingParameter::set_has_global_pooling() { - _has_bits_[0] |= 0x00000800u; -} -inline void PoolingParameter::clear_has_global_pooling() { - _has_bits_[0] &= ~0x00000800u; -} -inline void PoolingParameter::clear_global_pooling() { - global_pooling_ = false; - clear_has_global_pooling(); -} -inline bool PoolingParameter::global_pooling() const { - // @@protoc_insertion_point(field_get:caffe.PoolingParameter.global_pooling) - return global_pooling_; -} -inline void PoolingParameter::set_global_pooling(bool value) { - set_has_global_pooling(); - global_pooling_ = value; - // @@protoc_insertion_point(field_set:caffe.PoolingParameter.global_pooling) -} - -inline const PoolingParameter* PoolingParameter::internal_default_instance() { - return &PoolingParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// PowerParameter - -// optional float power = 1 [default = 1]; -inline bool PowerParameter::has_power() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void PowerParameter::set_has_power() { - _has_bits_[0] |= 0x00000001u; -} -inline void PowerParameter::clear_has_power() { - _has_bits_[0] &= ~0x00000001u; -} -inline void PowerParameter::clear_power() { - power_ = 1; - clear_has_power(); -} -inline float PowerParameter::power() const { - // @@protoc_insertion_point(field_get:caffe.PowerParameter.power) - return power_; -} -inline void PowerParameter::set_power(float value) { - set_has_power(); - power_ = value; - // @@protoc_insertion_point(field_set:caffe.PowerParameter.power) -} - -// optional float scale = 2 [default = 1]; -inline bool PowerParameter::has_scale() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void PowerParameter::set_has_scale() { - _has_bits_[0] |= 0x00000002u; -} -inline void PowerParameter::clear_has_scale() { - _has_bits_[0] &= ~0x00000002u; -} -inline void PowerParameter::clear_scale() { - scale_ = 1; - clear_has_scale(); -} -inline float PowerParameter::scale() const { - // @@protoc_insertion_point(field_get:caffe.PowerParameter.scale) - return scale_; -} -inline void PowerParameter::set_scale(float value) { - set_has_scale(); - scale_ = value; - // @@protoc_insertion_point(field_set:caffe.PowerParameter.scale) -} - -// optional float shift = 3 [default = 0]; -inline bool PowerParameter::has_shift() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -inline void PowerParameter::set_has_shift() { - _has_bits_[0] |= 0x00000004u; -} -inline void PowerParameter::clear_has_shift() { - _has_bits_[0] &= ~0x00000004u; -} -inline void PowerParameter::clear_shift() { - shift_ = 0; - clear_has_shift(); -} -inline float PowerParameter::shift() const { - // @@protoc_insertion_point(field_get:caffe.PowerParameter.shift) - return shift_; -} -inline void PowerParameter::set_shift(float value) { - set_has_shift(); - shift_ = value; - // @@protoc_insertion_point(field_set:caffe.PowerParameter.shift) -} - -inline const PowerParameter* PowerParameter::internal_default_instance() { - return &PowerParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// PythonParameter - -// optional string module = 1; -inline bool PythonParameter::has_module() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void PythonParameter::set_has_module() { - _has_bits_[0] |= 0x00000001u; -} -inline void PythonParameter::clear_has_module() { - _has_bits_[0] &= ~0x00000001u; -} -inline void PythonParameter::clear_module() { - module_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_module(); -} -inline const ::std::string& PythonParameter::module() const { - // @@protoc_insertion_point(field_get:caffe.PythonParameter.module) - return module_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void PythonParameter::set_module(const ::std::string& value) { - set_has_module(); - module_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.PythonParameter.module) -} -inline void PythonParameter::set_module(const char* value) { - set_has_module(); - module_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.PythonParameter.module) -} -inline void PythonParameter::set_module(const char* value, size_t size) { - set_has_module(); - module_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.PythonParameter.module) -} -inline ::std::string* PythonParameter::mutable_module() { - set_has_module(); - // @@protoc_insertion_point(field_mutable:caffe.PythonParameter.module) - return module_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline ::std::string* PythonParameter::release_module() { - // @@protoc_insertion_point(field_release:caffe.PythonParameter.module) - clear_has_module(); - return module_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void PythonParameter::set_allocated_module(::std::string* module) { - if (module != NULL) { - set_has_module(); - } else { - clear_has_module(); - } - module_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), module); - // @@protoc_insertion_point(field_set_allocated:caffe.PythonParameter.module) -} - -// optional string layer = 2; -inline bool PythonParameter::has_layer() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void PythonParameter::set_has_layer() { - _has_bits_[0] |= 0x00000002u; -} -inline void PythonParameter::clear_has_layer() { - _has_bits_[0] &= ~0x00000002u; -} -inline void PythonParameter::clear_layer() { - layer_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_layer(); -} -inline const ::std::string& PythonParameter::layer() const { - // @@protoc_insertion_point(field_get:caffe.PythonParameter.layer) - return layer_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void PythonParameter::set_layer(const ::std::string& value) { - set_has_layer(); - layer_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.PythonParameter.layer) -} -inline void PythonParameter::set_layer(const char* value) { - set_has_layer(); - layer_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.PythonParameter.layer) -} -inline void PythonParameter::set_layer(const char* value, size_t size) { - set_has_layer(); - layer_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.PythonParameter.layer) -} -inline ::std::string* PythonParameter::mutable_layer() { - set_has_layer(); - // @@protoc_insertion_point(field_mutable:caffe.PythonParameter.layer) - return layer_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline ::std::string* PythonParameter::release_layer() { - // @@protoc_insertion_point(field_release:caffe.PythonParameter.layer) - clear_has_layer(); - return layer_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void PythonParameter::set_allocated_layer(::std::string* layer) { - if (layer != NULL) { - set_has_layer(); - } else { - clear_has_layer(); - } - layer_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), layer); - // @@protoc_insertion_point(field_set_allocated:caffe.PythonParameter.layer) -} - -// optional string param_str = 3 [default = ""]; -inline bool PythonParameter::has_param_str() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -inline void PythonParameter::set_has_param_str() { - _has_bits_[0] |= 0x00000004u; -} -inline void PythonParameter::clear_has_param_str() { - _has_bits_[0] &= ~0x00000004u; -} -inline void PythonParameter::clear_param_str() { - param_str_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_param_str(); -} -inline const ::std::string& PythonParameter::param_str() const { - // @@protoc_insertion_point(field_get:caffe.PythonParameter.param_str) - return param_str_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void PythonParameter::set_param_str(const ::std::string& value) { - set_has_param_str(); - param_str_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.PythonParameter.param_str) -} -inline void PythonParameter::set_param_str(const char* value) { - set_has_param_str(); - param_str_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.PythonParameter.param_str) -} -inline void PythonParameter::set_param_str(const char* value, size_t size) { - set_has_param_str(); - param_str_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.PythonParameter.param_str) -} -inline ::std::string* PythonParameter::mutable_param_str() { - set_has_param_str(); - // @@protoc_insertion_point(field_mutable:caffe.PythonParameter.param_str) - return param_str_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline ::std::string* PythonParameter::release_param_str() { - // @@protoc_insertion_point(field_release:caffe.PythonParameter.param_str) - clear_has_param_str(); - return param_str_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void PythonParameter::set_allocated_param_str(::std::string* param_str) { - if (param_str != NULL) { - set_has_param_str(); - } else { - clear_has_param_str(); - } - param_str_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), param_str); - // @@protoc_insertion_point(field_set_allocated:caffe.PythonParameter.param_str) -} - -// optional bool share_in_parallel = 4 [default = false]; -inline bool PythonParameter::has_share_in_parallel() const { - return (_has_bits_[0] & 0x00000008u) != 0; -} -inline void PythonParameter::set_has_share_in_parallel() { - _has_bits_[0] |= 0x00000008u; -} -inline void PythonParameter::clear_has_share_in_parallel() { - _has_bits_[0] &= ~0x00000008u; -} -inline void PythonParameter::clear_share_in_parallel() { - share_in_parallel_ = false; - clear_has_share_in_parallel(); -} -inline bool PythonParameter::share_in_parallel() const { - // @@protoc_insertion_point(field_get:caffe.PythonParameter.share_in_parallel) - return share_in_parallel_; -} -inline void PythonParameter::set_share_in_parallel(bool value) { - set_has_share_in_parallel(); - share_in_parallel_ = value; - // @@protoc_insertion_point(field_set:caffe.PythonParameter.share_in_parallel) -} - -inline const PythonParameter* PythonParameter::internal_default_instance() { - return &PythonParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// RecurrentParameter - -// optional uint32 num_output = 1 [default = 0]; -inline bool RecurrentParameter::has_num_output() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void RecurrentParameter::set_has_num_output() { - _has_bits_[0] |= 0x00000001u; -} -inline void RecurrentParameter::clear_has_num_output() { - _has_bits_[0] &= ~0x00000001u; -} -inline void RecurrentParameter::clear_num_output() { - num_output_ = 0u; - clear_has_num_output(); -} -inline ::google::protobuf::uint32 RecurrentParameter::num_output() const { - // @@protoc_insertion_point(field_get:caffe.RecurrentParameter.num_output) - return num_output_; -} -inline void RecurrentParameter::set_num_output(::google::protobuf::uint32 value) { - set_has_num_output(); - num_output_ = value; - // @@protoc_insertion_point(field_set:caffe.RecurrentParameter.num_output) -} - -// optional .caffe.FillerParameter weight_filler = 2; -inline bool RecurrentParameter::has_weight_filler() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void RecurrentParameter::set_has_weight_filler() { - _has_bits_[0] |= 0x00000002u; -} -inline void RecurrentParameter::clear_has_weight_filler() { - _has_bits_[0] &= ~0x00000002u; -} -inline void RecurrentParameter::clear_weight_filler() { - if (weight_filler_ != NULL) weight_filler_->::caffe::FillerParameter::Clear(); - clear_has_weight_filler(); -} -inline const ::caffe::FillerParameter& RecurrentParameter::weight_filler() const { - // @@protoc_insertion_point(field_get:caffe.RecurrentParameter.weight_filler) - return weight_filler_ != NULL ? *weight_filler_ - : *::caffe::FillerParameter::internal_default_instance(); -} -inline ::caffe::FillerParameter* RecurrentParameter::mutable_weight_filler() { - set_has_weight_filler(); - if (weight_filler_ == NULL) { - weight_filler_ = new ::caffe::FillerParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.RecurrentParameter.weight_filler) - return weight_filler_; -} -inline ::caffe::FillerParameter* RecurrentParameter::release_weight_filler() { - // @@protoc_insertion_point(field_release:caffe.RecurrentParameter.weight_filler) - clear_has_weight_filler(); - ::caffe::FillerParameter* temp = weight_filler_; - weight_filler_ = NULL; - return temp; -} -inline void RecurrentParameter::set_allocated_weight_filler(::caffe::FillerParameter* weight_filler) { - delete weight_filler_; - weight_filler_ = weight_filler; - if (weight_filler) { - set_has_weight_filler(); - } else { - clear_has_weight_filler(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.RecurrentParameter.weight_filler) -} - -// optional .caffe.FillerParameter bias_filler = 3; -inline bool RecurrentParameter::has_bias_filler() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -inline void RecurrentParameter::set_has_bias_filler() { - _has_bits_[0] |= 0x00000004u; -} -inline void RecurrentParameter::clear_has_bias_filler() { - _has_bits_[0] &= ~0x00000004u; -} -inline void RecurrentParameter::clear_bias_filler() { - if (bias_filler_ != NULL) bias_filler_->::caffe::FillerParameter::Clear(); - clear_has_bias_filler(); -} -inline const ::caffe::FillerParameter& RecurrentParameter::bias_filler() const { - // @@protoc_insertion_point(field_get:caffe.RecurrentParameter.bias_filler) - return bias_filler_ != NULL ? *bias_filler_ - : *::caffe::FillerParameter::internal_default_instance(); -} -inline ::caffe::FillerParameter* RecurrentParameter::mutable_bias_filler() { - set_has_bias_filler(); - if (bias_filler_ == NULL) { - bias_filler_ = new ::caffe::FillerParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.RecurrentParameter.bias_filler) - return bias_filler_; -} -inline ::caffe::FillerParameter* RecurrentParameter::release_bias_filler() { - // @@protoc_insertion_point(field_release:caffe.RecurrentParameter.bias_filler) - clear_has_bias_filler(); - ::caffe::FillerParameter* temp = bias_filler_; - bias_filler_ = NULL; - return temp; -} -inline void RecurrentParameter::set_allocated_bias_filler(::caffe::FillerParameter* bias_filler) { - delete bias_filler_; - bias_filler_ = bias_filler; - if (bias_filler) { - set_has_bias_filler(); - } else { - clear_has_bias_filler(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.RecurrentParameter.bias_filler) -} - -// optional bool debug_info = 4 [default = false]; -inline bool RecurrentParameter::has_debug_info() const { - return (_has_bits_[0] & 0x00000008u) != 0; -} -inline void RecurrentParameter::set_has_debug_info() { - _has_bits_[0] |= 0x00000008u; -} -inline void RecurrentParameter::clear_has_debug_info() { - _has_bits_[0] &= ~0x00000008u; -} -inline void RecurrentParameter::clear_debug_info() { - debug_info_ = false; - clear_has_debug_info(); -} -inline bool RecurrentParameter::debug_info() const { - // @@protoc_insertion_point(field_get:caffe.RecurrentParameter.debug_info) - return debug_info_; -} -inline void RecurrentParameter::set_debug_info(bool value) { - set_has_debug_info(); - debug_info_ = value; - // @@protoc_insertion_point(field_set:caffe.RecurrentParameter.debug_info) -} - -// optional bool expose_hidden = 5 [default = false]; -inline bool RecurrentParameter::has_expose_hidden() const { - return (_has_bits_[0] & 0x00000010u) != 0; -} -inline void RecurrentParameter::set_has_expose_hidden() { - _has_bits_[0] |= 0x00000010u; -} -inline void RecurrentParameter::clear_has_expose_hidden() { - _has_bits_[0] &= ~0x00000010u; -} -inline void RecurrentParameter::clear_expose_hidden() { - expose_hidden_ = false; - clear_has_expose_hidden(); -} -inline bool RecurrentParameter::expose_hidden() const { - // @@protoc_insertion_point(field_get:caffe.RecurrentParameter.expose_hidden) - return expose_hidden_; -} -inline void RecurrentParameter::set_expose_hidden(bool value) { - set_has_expose_hidden(); - expose_hidden_ = value; - // @@protoc_insertion_point(field_set:caffe.RecurrentParameter.expose_hidden) -} - -inline const RecurrentParameter* RecurrentParameter::internal_default_instance() { - return &RecurrentParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// ReductionParameter - -// optional .caffe.ReductionParameter.ReductionOp operation = 1 [default = SUM]; -inline bool ReductionParameter::has_operation() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void ReductionParameter::set_has_operation() { - _has_bits_[0] |= 0x00000001u; -} -inline void ReductionParameter::clear_has_operation() { - _has_bits_[0] &= ~0x00000001u; -} -inline void ReductionParameter::clear_operation() { - operation_ = 1; - clear_has_operation(); -} -inline ::caffe::ReductionParameter_ReductionOp ReductionParameter::operation() const { - // @@protoc_insertion_point(field_get:caffe.ReductionParameter.operation) - return static_cast< ::caffe::ReductionParameter_ReductionOp >(operation_); -} -inline void ReductionParameter::set_operation(::caffe::ReductionParameter_ReductionOp value) { - assert(::caffe::ReductionParameter_ReductionOp_IsValid(value)); - set_has_operation(); - operation_ = value; - // @@protoc_insertion_point(field_set:caffe.ReductionParameter.operation) -} - -// optional int32 axis = 2 [default = 0]; -inline bool ReductionParameter::has_axis() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void ReductionParameter::set_has_axis() { - _has_bits_[0] |= 0x00000002u; -} -inline void ReductionParameter::clear_has_axis() { - _has_bits_[0] &= ~0x00000002u; -} -inline void ReductionParameter::clear_axis() { - axis_ = 0; - clear_has_axis(); -} -inline ::google::protobuf::int32 ReductionParameter::axis() const { - // @@protoc_insertion_point(field_get:caffe.ReductionParameter.axis) - return axis_; -} -inline void ReductionParameter::set_axis(::google::protobuf::int32 value) { - set_has_axis(); - axis_ = value; - // @@protoc_insertion_point(field_set:caffe.ReductionParameter.axis) -} - -// optional float coeff = 3 [default = 1]; -inline bool ReductionParameter::has_coeff() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -inline void ReductionParameter::set_has_coeff() { - _has_bits_[0] |= 0x00000004u; -} -inline void ReductionParameter::clear_has_coeff() { - _has_bits_[0] &= ~0x00000004u; -} -inline void ReductionParameter::clear_coeff() { - coeff_ = 1; - clear_has_coeff(); -} -inline float ReductionParameter::coeff() const { - // @@protoc_insertion_point(field_get:caffe.ReductionParameter.coeff) - return coeff_; -} -inline void ReductionParameter::set_coeff(float value) { - set_has_coeff(); - coeff_ = value; - // @@protoc_insertion_point(field_set:caffe.ReductionParameter.coeff) -} - -inline const ReductionParameter* ReductionParameter::internal_default_instance() { - return &ReductionParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// ReLUParameter - -// optional float negative_slope = 1 [default = 0]; -inline bool ReLUParameter::has_negative_slope() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void ReLUParameter::set_has_negative_slope() { - _has_bits_[0] |= 0x00000001u; -} -inline void ReLUParameter::clear_has_negative_slope() { - _has_bits_[0] &= ~0x00000001u; -} -inline void ReLUParameter::clear_negative_slope() { - negative_slope_ = 0; - clear_has_negative_slope(); -} -inline float ReLUParameter::negative_slope() const { - // @@protoc_insertion_point(field_get:caffe.ReLUParameter.negative_slope) - return negative_slope_; -} -inline void ReLUParameter::set_negative_slope(float value) { - set_has_negative_slope(); - negative_slope_ = value; - // @@protoc_insertion_point(field_set:caffe.ReLUParameter.negative_slope) -} - -// optional .caffe.ReLUParameter.Engine engine = 2 [default = DEFAULT]; -inline bool ReLUParameter::has_engine() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void ReLUParameter::set_has_engine() { - _has_bits_[0] |= 0x00000002u; -} -inline void ReLUParameter::clear_has_engine() { - _has_bits_[0] &= ~0x00000002u; -} -inline void ReLUParameter::clear_engine() { - engine_ = 0; - clear_has_engine(); -} -inline ::caffe::ReLUParameter_Engine ReLUParameter::engine() const { - // @@protoc_insertion_point(field_get:caffe.ReLUParameter.engine) - return static_cast< ::caffe::ReLUParameter_Engine >(engine_); -} -inline void ReLUParameter::set_engine(::caffe::ReLUParameter_Engine value) { - assert(::caffe::ReLUParameter_Engine_IsValid(value)); - set_has_engine(); - engine_ = value; - // @@protoc_insertion_point(field_set:caffe.ReLUParameter.engine) -} - -inline const ReLUParameter* ReLUParameter::internal_default_instance() { - return &ReLUParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// ReshapeParameter - -// optional .caffe.BlobShape shape = 1; -inline bool ReshapeParameter::has_shape() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void ReshapeParameter::set_has_shape() { - _has_bits_[0] |= 0x00000001u; -} -inline void ReshapeParameter::clear_has_shape() { - _has_bits_[0] &= ~0x00000001u; -} -inline void ReshapeParameter::clear_shape() { - if (shape_ != NULL) shape_->::caffe::BlobShape::Clear(); - clear_has_shape(); -} -inline const ::caffe::BlobShape& ReshapeParameter::shape() const { - // @@protoc_insertion_point(field_get:caffe.ReshapeParameter.shape) - return shape_ != NULL ? *shape_ - : *::caffe::BlobShape::internal_default_instance(); -} -inline ::caffe::BlobShape* ReshapeParameter::mutable_shape() { - set_has_shape(); - if (shape_ == NULL) { - shape_ = new ::caffe::BlobShape; - } - // @@protoc_insertion_point(field_mutable:caffe.ReshapeParameter.shape) - return shape_; -} -inline ::caffe::BlobShape* ReshapeParameter::release_shape() { - // @@protoc_insertion_point(field_release:caffe.ReshapeParameter.shape) - clear_has_shape(); - ::caffe::BlobShape* temp = shape_; - shape_ = NULL; - return temp; -} -inline void ReshapeParameter::set_allocated_shape(::caffe::BlobShape* shape) { - delete shape_; - shape_ = shape; - if (shape) { - set_has_shape(); - } else { - clear_has_shape(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.ReshapeParameter.shape) -} - -// optional int32 axis = 2 [default = 0]; -inline bool ReshapeParameter::has_axis() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void ReshapeParameter::set_has_axis() { - _has_bits_[0] |= 0x00000002u; -} -inline void ReshapeParameter::clear_has_axis() { - _has_bits_[0] &= ~0x00000002u; -} -inline void ReshapeParameter::clear_axis() { - axis_ = 0; - clear_has_axis(); -} -inline ::google::protobuf::int32 ReshapeParameter::axis() const { - // @@protoc_insertion_point(field_get:caffe.ReshapeParameter.axis) - return axis_; -} -inline void ReshapeParameter::set_axis(::google::protobuf::int32 value) { - set_has_axis(); - axis_ = value; - // @@protoc_insertion_point(field_set:caffe.ReshapeParameter.axis) -} - -// optional int32 num_axes = 3 [default = -1]; -inline bool ReshapeParameter::has_num_axes() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -inline void ReshapeParameter::set_has_num_axes() { - _has_bits_[0] |= 0x00000004u; -} -inline void ReshapeParameter::clear_has_num_axes() { - _has_bits_[0] &= ~0x00000004u; -} -inline void ReshapeParameter::clear_num_axes() { - num_axes_ = -1; - clear_has_num_axes(); -} -inline ::google::protobuf::int32 ReshapeParameter::num_axes() const { - // @@protoc_insertion_point(field_get:caffe.ReshapeParameter.num_axes) - return num_axes_; -} -inline void ReshapeParameter::set_num_axes(::google::protobuf::int32 value) { - set_has_num_axes(); - num_axes_ = value; - // @@protoc_insertion_point(field_set:caffe.ReshapeParameter.num_axes) -} - -inline const ReshapeParameter* ReshapeParameter::internal_default_instance() { - return &ReshapeParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// ScaleParameter - -// optional int32 axis = 1 [default = 1]; -inline bool ScaleParameter::has_axis() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void ScaleParameter::set_has_axis() { - _has_bits_[0] |= 0x00000001u; -} -inline void ScaleParameter::clear_has_axis() { - _has_bits_[0] &= ~0x00000001u; -} -inline void ScaleParameter::clear_axis() { - axis_ = 1; - clear_has_axis(); -} -inline ::google::protobuf::int32 ScaleParameter::axis() const { - // @@protoc_insertion_point(field_get:caffe.ScaleParameter.axis) - return axis_; -} -inline void ScaleParameter::set_axis(::google::protobuf::int32 value) { - set_has_axis(); - axis_ = value; - // @@protoc_insertion_point(field_set:caffe.ScaleParameter.axis) -} - -// optional int32 num_axes = 2 [default = 1]; -inline bool ScaleParameter::has_num_axes() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void ScaleParameter::set_has_num_axes() { - _has_bits_[0] |= 0x00000002u; -} -inline void ScaleParameter::clear_has_num_axes() { - _has_bits_[0] &= ~0x00000002u; -} -inline void ScaleParameter::clear_num_axes() { - num_axes_ = 1; - clear_has_num_axes(); -} -inline ::google::protobuf::int32 ScaleParameter::num_axes() const { - // @@protoc_insertion_point(field_get:caffe.ScaleParameter.num_axes) - return num_axes_; -} -inline void ScaleParameter::set_num_axes(::google::protobuf::int32 value) { - set_has_num_axes(); - num_axes_ = value; - // @@protoc_insertion_point(field_set:caffe.ScaleParameter.num_axes) -} - -// optional .caffe.FillerParameter filler = 3; -inline bool ScaleParameter::has_filler() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -inline void ScaleParameter::set_has_filler() { - _has_bits_[0] |= 0x00000004u; -} -inline void ScaleParameter::clear_has_filler() { - _has_bits_[0] &= ~0x00000004u; -} -inline void ScaleParameter::clear_filler() { - if (filler_ != NULL) filler_->::caffe::FillerParameter::Clear(); - clear_has_filler(); -} -inline const ::caffe::FillerParameter& ScaleParameter::filler() const { - // @@protoc_insertion_point(field_get:caffe.ScaleParameter.filler) - return filler_ != NULL ? *filler_ - : *::caffe::FillerParameter::internal_default_instance(); -} -inline ::caffe::FillerParameter* ScaleParameter::mutable_filler() { - set_has_filler(); - if (filler_ == NULL) { - filler_ = new ::caffe::FillerParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.ScaleParameter.filler) - return filler_; -} -inline ::caffe::FillerParameter* ScaleParameter::release_filler() { - // @@protoc_insertion_point(field_release:caffe.ScaleParameter.filler) - clear_has_filler(); - ::caffe::FillerParameter* temp = filler_; - filler_ = NULL; - return temp; -} -inline void ScaleParameter::set_allocated_filler(::caffe::FillerParameter* filler) { - delete filler_; - filler_ = filler; - if (filler) { - set_has_filler(); - } else { - clear_has_filler(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.ScaleParameter.filler) -} - -// optional bool bias_term = 4 [default = false]; -inline bool ScaleParameter::has_bias_term() const { - return (_has_bits_[0] & 0x00000008u) != 0; -} -inline void ScaleParameter::set_has_bias_term() { - _has_bits_[0] |= 0x00000008u; -} -inline void ScaleParameter::clear_has_bias_term() { - _has_bits_[0] &= ~0x00000008u; -} -inline void ScaleParameter::clear_bias_term() { - bias_term_ = false; - clear_has_bias_term(); -} -inline bool ScaleParameter::bias_term() const { - // @@protoc_insertion_point(field_get:caffe.ScaleParameter.bias_term) - return bias_term_; -} -inline void ScaleParameter::set_bias_term(bool value) { - set_has_bias_term(); - bias_term_ = value; - // @@protoc_insertion_point(field_set:caffe.ScaleParameter.bias_term) -} - -// optional .caffe.FillerParameter bias_filler = 5; -inline bool ScaleParameter::has_bias_filler() const { - return (_has_bits_[0] & 0x00000010u) != 0; -} -inline void ScaleParameter::set_has_bias_filler() { - _has_bits_[0] |= 0x00000010u; -} -inline void ScaleParameter::clear_has_bias_filler() { - _has_bits_[0] &= ~0x00000010u; -} -inline void ScaleParameter::clear_bias_filler() { - if (bias_filler_ != NULL) bias_filler_->::caffe::FillerParameter::Clear(); - clear_has_bias_filler(); -} -inline const ::caffe::FillerParameter& ScaleParameter::bias_filler() const { - // @@protoc_insertion_point(field_get:caffe.ScaleParameter.bias_filler) - return bias_filler_ != NULL ? *bias_filler_ - : *::caffe::FillerParameter::internal_default_instance(); -} -inline ::caffe::FillerParameter* ScaleParameter::mutable_bias_filler() { - set_has_bias_filler(); - if (bias_filler_ == NULL) { - bias_filler_ = new ::caffe::FillerParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.ScaleParameter.bias_filler) - return bias_filler_; -} -inline ::caffe::FillerParameter* ScaleParameter::release_bias_filler() { - // @@protoc_insertion_point(field_release:caffe.ScaleParameter.bias_filler) - clear_has_bias_filler(); - ::caffe::FillerParameter* temp = bias_filler_; - bias_filler_ = NULL; - return temp; -} -inline void ScaleParameter::set_allocated_bias_filler(::caffe::FillerParameter* bias_filler) { - delete bias_filler_; - bias_filler_ = bias_filler; - if (bias_filler) { - set_has_bias_filler(); - } else { - clear_has_bias_filler(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.ScaleParameter.bias_filler) -} - -inline const ScaleParameter* ScaleParameter::internal_default_instance() { - return &ScaleParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// SigmoidParameter - -// optional .caffe.SigmoidParameter.Engine engine = 1 [default = DEFAULT]; -inline bool SigmoidParameter::has_engine() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void SigmoidParameter::set_has_engine() { - _has_bits_[0] |= 0x00000001u; -} -inline void SigmoidParameter::clear_has_engine() { - _has_bits_[0] &= ~0x00000001u; -} -inline void SigmoidParameter::clear_engine() { - engine_ = 0; - clear_has_engine(); -} -inline ::caffe::SigmoidParameter_Engine SigmoidParameter::engine() const { - // @@protoc_insertion_point(field_get:caffe.SigmoidParameter.engine) - return static_cast< ::caffe::SigmoidParameter_Engine >(engine_); -} -inline void SigmoidParameter::set_engine(::caffe::SigmoidParameter_Engine value) { - assert(::caffe::SigmoidParameter_Engine_IsValid(value)); - set_has_engine(); - engine_ = value; - // @@protoc_insertion_point(field_set:caffe.SigmoidParameter.engine) -} - -inline const SigmoidParameter* SigmoidParameter::internal_default_instance() { - return &SigmoidParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// SliceParameter - -// optional int32 axis = 3 [default = 1]; -inline bool SliceParameter::has_axis() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void SliceParameter::set_has_axis() { - _has_bits_[0] |= 0x00000001u; -} -inline void SliceParameter::clear_has_axis() { - _has_bits_[0] &= ~0x00000001u; -} -inline void SliceParameter::clear_axis() { - axis_ = 1; - clear_has_axis(); -} -inline ::google::protobuf::int32 SliceParameter::axis() const { - // @@protoc_insertion_point(field_get:caffe.SliceParameter.axis) - return axis_; -} -inline void SliceParameter::set_axis(::google::protobuf::int32 value) { - set_has_axis(); - axis_ = value; - // @@protoc_insertion_point(field_set:caffe.SliceParameter.axis) -} - -// repeated uint32 slice_point = 2; -inline int SliceParameter::slice_point_size() const { - return slice_point_.size(); -} -inline void SliceParameter::clear_slice_point() { - slice_point_.Clear(); -} -inline ::google::protobuf::uint32 SliceParameter::slice_point(int index) const { - // @@protoc_insertion_point(field_get:caffe.SliceParameter.slice_point) - return slice_point_.Get(index); -} -inline void SliceParameter::set_slice_point(int index, ::google::protobuf::uint32 value) { - slice_point_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.SliceParameter.slice_point) -} -inline void SliceParameter::add_slice_point(::google::protobuf::uint32 value) { - slice_point_.Add(value); - // @@protoc_insertion_point(field_add:caffe.SliceParameter.slice_point) -} -inline const ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >& -SliceParameter::slice_point() const { - // @@protoc_insertion_point(field_list:caffe.SliceParameter.slice_point) - return slice_point_; -} -inline ::google::protobuf::RepeatedField< ::google::protobuf::uint32 >* -SliceParameter::mutable_slice_point() { - // @@protoc_insertion_point(field_mutable_list:caffe.SliceParameter.slice_point) - return &slice_point_; -} - -// optional uint32 slice_dim = 1 [default = 1]; -inline bool SliceParameter::has_slice_dim() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -inline void SliceParameter::set_has_slice_dim() { - _has_bits_[0] |= 0x00000004u; -} -inline void SliceParameter::clear_has_slice_dim() { - _has_bits_[0] &= ~0x00000004u; -} -inline void SliceParameter::clear_slice_dim() { - slice_dim_ = 1u; - clear_has_slice_dim(); -} -inline ::google::protobuf::uint32 SliceParameter::slice_dim() const { - // @@protoc_insertion_point(field_get:caffe.SliceParameter.slice_dim) - return slice_dim_; -} -inline void SliceParameter::set_slice_dim(::google::protobuf::uint32 value) { - set_has_slice_dim(); - slice_dim_ = value; - // @@protoc_insertion_point(field_set:caffe.SliceParameter.slice_dim) -} - -inline const SliceParameter* SliceParameter::internal_default_instance() { - return &SliceParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// SoftmaxParameter - -// optional .caffe.SoftmaxParameter.Engine engine = 1 [default = DEFAULT]; -inline bool SoftmaxParameter::has_engine() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void SoftmaxParameter::set_has_engine() { - _has_bits_[0] |= 0x00000001u; -} -inline void SoftmaxParameter::clear_has_engine() { - _has_bits_[0] &= ~0x00000001u; -} -inline void SoftmaxParameter::clear_engine() { - engine_ = 0; - clear_has_engine(); -} -inline ::caffe::SoftmaxParameter_Engine SoftmaxParameter::engine() const { - // @@protoc_insertion_point(field_get:caffe.SoftmaxParameter.engine) - return static_cast< ::caffe::SoftmaxParameter_Engine >(engine_); -} -inline void SoftmaxParameter::set_engine(::caffe::SoftmaxParameter_Engine value) { - assert(::caffe::SoftmaxParameter_Engine_IsValid(value)); - set_has_engine(); - engine_ = value; - // @@protoc_insertion_point(field_set:caffe.SoftmaxParameter.engine) -} - -// optional int32 axis = 2 [default = 1]; -inline bool SoftmaxParameter::has_axis() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void SoftmaxParameter::set_has_axis() { - _has_bits_[0] |= 0x00000002u; -} -inline void SoftmaxParameter::clear_has_axis() { - _has_bits_[0] &= ~0x00000002u; -} -inline void SoftmaxParameter::clear_axis() { - axis_ = 1; - clear_has_axis(); -} -inline ::google::protobuf::int32 SoftmaxParameter::axis() const { - // @@protoc_insertion_point(field_get:caffe.SoftmaxParameter.axis) - return axis_; -} -inline void SoftmaxParameter::set_axis(::google::protobuf::int32 value) { - set_has_axis(); - axis_ = value; - // @@protoc_insertion_point(field_set:caffe.SoftmaxParameter.axis) -} - -inline const SoftmaxParameter* SoftmaxParameter::internal_default_instance() { - return &SoftmaxParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// TanHParameter - -// optional .caffe.TanHParameter.Engine engine = 1 [default = DEFAULT]; -inline bool TanHParameter::has_engine() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void TanHParameter::set_has_engine() { - _has_bits_[0] |= 0x00000001u; -} -inline void TanHParameter::clear_has_engine() { - _has_bits_[0] &= ~0x00000001u; -} -inline void TanHParameter::clear_engine() { - engine_ = 0; - clear_has_engine(); -} -inline ::caffe::TanHParameter_Engine TanHParameter::engine() const { - // @@protoc_insertion_point(field_get:caffe.TanHParameter.engine) - return static_cast< ::caffe::TanHParameter_Engine >(engine_); -} -inline void TanHParameter::set_engine(::caffe::TanHParameter_Engine value) { - assert(::caffe::TanHParameter_Engine_IsValid(value)); - set_has_engine(); - engine_ = value; - // @@protoc_insertion_point(field_set:caffe.TanHParameter.engine) -} - -inline const TanHParameter* TanHParameter::internal_default_instance() { - return &TanHParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// TileParameter - -// optional int32 axis = 1 [default = 1]; -inline bool TileParameter::has_axis() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void TileParameter::set_has_axis() { - _has_bits_[0] |= 0x00000001u; -} -inline void TileParameter::clear_has_axis() { - _has_bits_[0] &= ~0x00000001u; -} -inline void TileParameter::clear_axis() { - axis_ = 1; - clear_has_axis(); -} -inline ::google::protobuf::int32 TileParameter::axis() const { - // @@protoc_insertion_point(field_get:caffe.TileParameter.axis) - return axis_; -} -inline void TileParameter::set_axis(::google::protobuf::int32 value) { - set_has_axis(); - axis_ = value; - // @@protoc_insertion_point(field_set:caffe.TileParameter.axis) -} - -// optional int32 tiles = 2; -inline bool TileParameter::has_tiles() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void TileParameter::set_has_tiles() { - _has_bits_[0] |= 0x00000002u; -} -inline void TileParameter::clear_has_tiles() { - _has_bits_[0] &= ~0x00000002u; -} -inline void TileParameter::clear_tiles() { - tiles_ = 0; - clear_has_tiles(); -} -inline ::google::protobuf::int32 TileParameter::tiles() const { - // @@protoc_insertion_point(field_get:caffe.TileParameter.tiles) - return tiles_; -} -inline void TileParameter::set_tiles(::google::protobuf::int32 value) { - set_has_tiles(); - tiles_ = value; - // @@protoc_insertion_point(field_set:caffe.TileParameter.tiles) -} - -inline const TileParameter* TileParameter::internal_default_instance() { - return &TileParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// ThresholdParameter - -// optional float threshold = 1 [default = 0]; -inline bool ThresholdParameter::has_threshold() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void ThresholdParameter::set_has_threshold() { - _has_bits_[0] |= 0x00000001u; -} -inline void ThresholdParameter::clear_has_threshold() { - _has_bits_[0] &= ~0x00000001u; -} -inline void ThresholdParameter::clear_threshold() { - threshold_ = 0; - clear_has_threshold(); -} -inline float ThresholdParameter::threshold() const { - // @@protoc_insertion_point(field_get:caffe.ThresholdParameter.threshold) - return threshold_; -} -inline void ThresholdParameter::set_threshold(float value) { - set_has_threshold(); - threshold_ = value; - // @@protoc_insertion_point(field_set:caffe.ThresholdParameter.threshold) -} - -inline const ThresholdParameter* ThresholdParameter::internal_default_instance() { - return &ThresholdParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// WindowDataParameter - -// optional string source = 1; -inline bool WindowDataParameter::has_source() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void WindowDataParameter::set_has_source() { - _has_bits_[0] |= 0x00000001u; -} -inline void WindowDataParameter::clear_has_source() { - _has_bits_[0] &= ~0x00000001u; -} -inline void WindowDataParameter::clear_source() { - source_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_source(); -} -inline const ::std::string& WindowDataParameter::source() const { - // @@protoc_insertion_point(field_get:caffe.WindowDataParameter.source) - return source_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void WindowDataParameter::set_source(const ::std::string& value) { - set_has_source(); - source_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.WindowDataParameter.source) -} -inline void WindowDataParameter::set_source(const char* value) { - set_has_source(); - source_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.WindowDataParameter.source) -} -inline void WindowDataParameter::set_source(const char* value, size_t size) { - set_has_source(); - source_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.WindowDataParameter.source) -} -inline ::std::string* WindowDataParameter::mutable_source() { - set_has_source(); - // @@protoc_insertion_point(field_mutable:caffe.WindowDataParameter.source) - return source_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline ::std::string* WindowDataParameter::release_source() { - // @@protoc_insertion_point(field_release:caffe.WindowDataParameter.source) - clear_has_source(); - return source_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void WindowDataParameter::set_allocated_source(::std::string* source) { - if (source != NULL) { - set_has_source(); - } else { - clear_has_source(); - } - source_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), source); - // @@protoc_insertion_point(field_set_allocated:caffe.WindowDataParameter.source) -} - -// optional float scale = 2 [default = 1]; -inline bool WindowDataParameter::has_scale() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void WindowDataParameter::set_has_scale() { - _has_bits_[0] |= 0x00000002u; -} -inline void WindowDataParameter::clear_has_scale() { - _has_bits_[0] &= ~0x00000002u; -} -inline void WindowDataParameter::clear_scale() { - scale_ = 1; - clear_has_scale(); -} -inline float WindowDataParameter::scale() const { - // @@protoc_insertion_point(field_get:caffe.WindowDataParameter.scale) - return scale_; -} -inline void WindowDataParameter::set_scale(float value) { - set_has_scale(); - scale_ = value; - // @@protoc_insertion_point(field_set:caffe.WindowDataParameter.scale) -} - -// optional string mean_file = 3; -inline bool WindowDataParameter::has_mean_file() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -inline void WindowDataParameter::set_has_mean_file() { - _has_bits_[0] |= 0x00000004u; -} -inline void WindowDataParameter::clear_has_mean_file() { - _has_bits_[0] &= ~0x00000004u; -} -inline void WindowDataParameter::clear_mean_file() { - mean_file_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_mean_file(); -} -inline const ::std::string& WindowDataParameter::mean_file() const { - // @@protoc_insertion_point(field_get:caffe.WindowDataParameter.mean_file) - return mean_file_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void WindowDataParameter::set_mean_file(const ::std::string& value) { - set_has_mean_file(); - mean_file_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.WindowDataParameter.mean_file) -} -inline void WindowDataParameter::set_mean_file(const char* value) { - set_has_mean_file(); - mean_file_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.WindowDataParameter.mean_file) -} -inline void WindowDataParameter::set_mean_file(const char* value, size_t size) { - set_has_mean_file(); - mean_file_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.WindowDataParameter.mean_file) -} -inline ::std::string* WindowDataParameter::mutable_mean_file() { - set_has_mean_file(); - // @@protoc_insertion_point(field_mutable:caffe.WindowDataParameter.mean_file) - return mean_file_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline ::std::string* WindowDataParameter::release_mean_file() { - // @@protoc_insertion_point(field_release:caffe.WindowDataParameter.mean_file) - clear_has_mean_file(); - return mean_file_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void WindowDataParameter::set_allocated_mean_file(::std::string* mean_file) { - if (mean_file != NULL) { - set_has_mean_file(); - } else { - clear_has_mean_file(); - } - mean_file_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), mean_file); - // @@protoc_insertion_point(field_set_allocated:caffe.WindowDataParameter.mean_file) -} - -// optional uint32 batch_size = 4; -inline bool WindowDataParameter::has_batch_size() const { - return (_has_bits_[0] & 0x00000008u) != 0; -} -inline void WindowDataParameter::set_has_batch_size() { - _has_bits_[0] |= 0x00000008u; -} -inline void WindowDataParameter::clear_has_batch_size() { - _has_bits_[0] &= ~0x00000008u; -} -inline void WindowDataParameter::clear_batch_size() { - batch_size_ = 0u; - clear_has_batch_size(); -} -inline ::google::protobuf::uint32 WindowDataParameter::batch_size() const { - // @@protoc_insertion_point(field_get:caffe.WindowDataParameter.batch_size) - return batch_size_; -} -inline void WindowDataParameter::set_batch_size(::google::protobuf::uint32 value) { - set_has_batch_size(); - batch_size_ = value; - // @@protoc_insertion_point(field_set:caffe.WindowDataParameter.batch_size) -} - -// optional uint32 crop_size = 5 [default = 0]; -inline bool WindowDataParameter::has_crop_size() const { - return (_has_bits_[0] & 0x00000010u) != 0; -} -inline void WindowDataParameter::set_has_crop_size() { - _has_bits_[0] |= 0x00000010u; -} -inline void WindowDataParameter::clear_has_crop_size() { - _has_bits_[0] &= ~0x00000010u; -} -inline void WindowDataParameter::clear_crop_size() { - crop_size_ = 0u; - clear_has_crop_size(); -} -inline ::google::protobuf::uint32 WindowDataParameter::crop_size() const { - // @@protoc_insertion_point(field_get:caffe.WindowDataParameter.crop_size) - return crop_size_; -} -inline void WindowDataParameter::set_crop_size(::google::protobuf::uint32 value) { - set_has_crop_size(); - crop_size_ = value; - // @@protoc_insertion_point(field_set:caffe.WindowDataParameter.crop_size) -} - -// optional bool mirror = 6 [default = false]; -inline bool WindowDataParameter::has_mirror() const { - return (_has_bits_[0] & 0x00000020u) != 0; -} -inline void WindowDataParameter::set_has_mirror() { - _has_bits_[0] |= 0x00000020u; -} -inline void WindowDataParameter::clear_has_mirror() { - _has_bits_[0] &= ~0x00000020u; -} -inline void WindowDataParameter::clear_mirror() { - mirror_ = false; - clear_has_mirror(); -} -inline bool WindowDataParameter::mirror() const { - // @@protoc_insertion_point(field_get:caffe.WindowDataParameter.mirror) - return mirror_; -} -inline void WindowDataParameter::set_mirror(bool value) { - set_has_mirror(); - mirror_ = value; - // @@protoc_insertion_point(field_set:caffe.WindowDataParameter.mirror) -} - -// optional float fg_threshold = 7 [default = 0.5]; -inline bool WindowDataParameter::has_fg_threshold() const { - return (_has_bits_[0] & 0x00000040u) != 0; -} -inline void WindowDataParameter::set_has_fg_threshold() { - _has_bits_[0] |= 0x00000040u; -} -inline void WindowDataParameter::clear_has_fg_threshold() { - _has_bits_[0] &= ~0x00000040u; -} -inline void WindowDataParameter::clear_fg_threshold() { - fg_threshold_ = 0.5f; - clear_has_fg_threshold(); -} -inline float WindowDataParameter::fg_threshold() const { - // @@protoc_insertion_point(field_get:caffe.WindowDataParameter.fg_threshold) - return fg_threshold_; -} -inline void WindowDataParameter::set_fg_threshold(float value) { - set_has_fg_threshold(); - fg_threshold_ = value; - // @@protoc_insertion_point(field_set:caffe.WindowDataParameter.fg_threshold) -} - -// optional float bg_threshold = 8 [default = 0.5]; -inline bool WindowDataParameter::has_bg_threshold() const { - return (_has_bits_[0] & 0x00000080u) != 0; -} -inline void WindowDataParameter::set_has_bg_threshold() { - _has_bits_[0] |= 0x00000080u; -} -inline void WindowDataParameter::clear_has_bg_threshold() { - _has_bits_[0] &= ~0x00000080u; -} -inline void WindowDataParameter::clear_bg_threshold() { - bg_threshold_ = 0.5f; - clear_has_bg_threshold(); -} -inline float WindowDataParameter::bg_threshold() const { - // @@protoc_insertion_point(field_get:caffe.WindowDataParameter.bg_threshold) - return bg_threshold_; -} -inline void WindowDataParameter::set_bg_threshold(float value) { - set_has_bg_threshold(); - bg_threshold_ = value; - // @@protoc_insertion_point(field_set:caffe.WindowDataParameter.bg_threshold) -} - -// optional float fg_fraction = 9 [default = 0.25]; -inline bool WindowDataParameter::has_fg_fraction() const { - return (_has_bits_[0] & 0x00000100u) != 0; -} -inline void WindowDataParameter::set_has_fg_fraction() { - _has_bits_[0] |= 0x00000100u; -} -inline void WindowDataParameter::clear_has_fg_fraction() { - _has_bits_[0] &= ~0x00000100u; -} -inline void WindowDataParameter::clear_fg_fraction() { - fg_fraction_ = 0.25f; - clear_has_fg_fraction(); -} -inline float WindowDataParameter::fg_fraction() const { - // @@protoc_insertion_point(field_get:caffe.WindowDataParameter.fg_fraction) - return fg_fraction_; -} -inline void WindowDataParameter::set_fg_fraction(float value) { - set_has_fg_fraction(); - fg_fraction_ = value; - // @@protoc_insertion_point(field_set:caffe.WindowDataParameter.fg_fraction) -} - -// optional uint32 context_pad = 10 [default = 0]; -inline bool WindowDataParameter::has_context_pad() const { - return (_has_bits_[0] & 0x00000200u) != 0; -} -inline void WindowDataParameter::set_has_context_pad() { - _has_bits_[0] |= 0x00000200u; -} -inline void WindowDataParameter::clear_has_context_pad() { - _has_bits_[0] &= ~0x00000200u; -} -inline void WindowDataParameter::clear_context_pad() { - context_pad_ = 0u; - clear_has_context_pad(); -} -inline ::google::protobuf::uint32 WindowDataParameter::context_pad() const { - // @@protoc_insertion_point(field_get:caffe.WindowDataParameter.context_pad) - return context_pad_; -} -inline void WindowDataParameter::set_context_pad(::google::protobuf::uint32 value) { - set_has_context_pad(); - context_pad_ = value; - // @@protoc_insertion_point(field_set:caffe.WindowDataParameter.context_pad) -} - -// optional string crop_mode = 11 [default = "warp"]; -inline bool WindowDataParameter::has_crop_mode() const { - return (_has_bits_[0] & 0x00000400u) != 0; -} -inline void WindowDataParameter::set_has_crop_mode() { - _has_bits_[0] |= 0x00000400u; -} -inline void WindowDataParameter::clear_has_crop_mode() { - _has_bits_[0] &= ~0x00000400u; -} -inline void WindowDataParameter::clear_crop_mode() { - crop_mode_.ClearToDefaultNoArena(_default_crop_mode_); - clear_has_crop_mode(); -} -inline const ::std::string& WindowDataParameter::crop_mode() const { - // @@protoc_insertion_point(field_get:caffe.WindowDataParameter.crop_mode) - return crop_mode_.GetNoArena(_default_crop_mode_); -} -inline void WindowDataParameter::set_crop_mode(const ::std::string& value) { - set_has_crop_mode(); - crop_mode_.SetNoArena(_default_crop_mode_, value); - // @@protoc_insertion_point(field_set:caffe.WindowDataParameter.crop_mode) -} -inline void WindowDataParameter::set_crop_mode(const char* value) { - set_has_crop_mode(); - crop_mode_.SetNoArena(_default_crop_mode_, ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.WindowDataParameter.crop_mode) -} -inline void WindowDataParameter::set_crop_mode(const char* value, size_t size) { - set_has_crop_mode(); - crop_mode_.SetNoArena(_default_crop_mode_, - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.WindowDataParameter.crop_mode) -} -inline ::std::string* WindowDataParameter::mutable_crop_mode() { - set_has_crop_mode(); - // @@protoc_insertion_point(field_mutable:caffe.WindowDataParameter.crop_mode) - return crop_mode_.MutableNoArena(_default_crop_mode_); -} -inline ::std::string* WindowDataParameter::release_crop_mode() { - // @@protoc_insertion_point(field_release:caffe.WindowDataParameter.crop_mode) - clear_has_crop_mode(); - return crop_mode_.ReleaseNoArena(_default_crop_mode_); -} -inline void WindowDataParameter::set_allocated_crop_mode(::std::string* crop_mode) { - if (crop_mode != NULL) { - set_has_crop_mode(); - } else { - clear_has_crop_mode(); - } - crop_mode_.SetAllocatedNoArena(_default_crop_mode_, crop_mode); - // @@protoc_insertion_point(field_set_allocated:caffe.WindowDataParameter.crop_mode) -} - -// optional bool cache_images = 12 [default = false]; -inline bool WindowDataParameter::has_cache_images() const { - return (_has_bits_[0] & 0x00000800u) != 0; -} -inline void WindowDataParameter::set_has_cache_images() { - _has_bits_[0] |= 0x00000800u; -} -inline void WindowDataParameter::clear_has_cache_images() { - _has_bits_[0] &= ~0x00000800u; -} -inline void WindowDataParameter::clear_cache_images() { - cache_images_ = false; - clear_has_cache_images(); -} -inline bool WindowDataParameter::cache_images() const { - // @@protoc_insertion_point(field_get:caffe.WindowDataParameter.cache_images) - return cache_images_; -} -inline void WindowDataParameter::set_cache_images(bool value) { - set_has_cache_images(); - cache_images_ = value; - // @@protoc_insertion_point(field_set:caffe.WindowDataParameter.cache_images) -} - -// optional string root_folder = 13 [default = ""]; -inline bool WindowDataParameter::has_root_folder() const { - return (_has_bits_[0] & 0x00001000u) != 0; -} -inline void WindowDataParameter::set_has_root_folder() { - _has_bits_[0] |= 0x00001000u; -} -inline void WindowDataParameter::clear_has_root_folder() { - _has_bits_[0] &= ~0x00001000u; -} -inline void WindowDataParameter::clear_root_folder() { - root_folder_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_root_folder(); -} -inline const ::std::string& WindowDataParameter::root_folder() const { - // @@protoc_insertion_point(field_get:caffe.WindowDataParameter.root_folder) - return root_folder_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void WindowDataParameter::set_root_folder(const ::std::string& value) { - set_has_root_folder(); - root_folder_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.WindowDataParameter.root_folder) -} -inline void WindowDataParameter::set_root_folder(const char* value) { - set_has_root_folder(); - root_folder_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.WindowDataParameter.root_folder) -} -inline void WindowDataParameter::set_root_folder(const char* value, size_t size) { - set_has_root_folder(); - root_folder_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.WindowDataParameter.root_folder) -} -inline ::std::string* WindowDataParameter::mutable_root_folder() { - set_has_root_folder(); - // @@protoc_insertion_point(field_mutable:caffe.WindowDataParameter.root_folder) - return root_folder_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline ::std::string* WindowDataParameter::release_root_folder() { - // @@protoc_insertion_point(field_release:caffe.WindowDataParameter.root_folder) - clear_has_root_folder(); - return root_folder_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void WindowDataParameter::set_allocated_root_folder(::std::string* root_folder) { - if (root_folder != NULL) { - set_has_root_folder(); - } else { - clear_has_root_folder(); - } - root_folder_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), root_folder); - // @@protoc_insertion_point(field_set_allocated:caffe.WindowDataParameter.root_folder) -} - -inline const WindowDataParameter* WindowDataParameter::internal_default_instance() { - return &WindowDataParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// SPPParameter - -// optional uint32 pyramid_height = 1; -inline bool SPPParameter::has_pyramid_height() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void SPPParameter::set_has_pyramid_height() { - _has_bits_[0] |= 0x00000001u; -} -inline void SPPParameter::clear_has_pyramid_height() { - _has_bits_[0] &= ~0x00000001u; -} -inline void SPPParameter::clear_pyramid_height() { - pyramid_height_ = 0u; - clear_has_pyramid_height(); -} -inline ::google::protobuf::uint32 SPPParameter::pyramid_height() const { - // @@protoc_insertion_point(field_get:caffe.SPPParameter.pyramid_height) - return pyramid_height_; -} -inline void SPPParameter::set_pyramid_height(::google::protobuf::uint32 value) { - set_has_pyramid_height(); - pyramid_height_ = value; - // @@protoc_insertion_point(field_set:caffe.SPPParameter.pyramid_height) -} - -// optional .caffe.SPPParameter.PoolMethod pool = 2 [default = MAX]; -inline bool SPPParameter::has_pool() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void SPPParameter::set_has_pool() { - _has_bits_[0] |= 0x00000002u; -} -inline void SPPParameter::clear_has_pool() { - _has_bits_[0] &= ~0x00000002u; -} -inline void SPPParameter::clear_pool() { - pool_ = 0; - clear_has_pool(); -} -inline ::caffe::SPPParameter_PoolMethod SPPParameter::pool() const { - // @@protoc_insertion_point(field_get:caffe.SPPParameter.pool) - return static_cast< ::caffe::SPPParameter_PoolMethod >(pool_); -} -inline void SPPParameter::set_pool(::caffe::SPPParameter_PoolMethod value) { - assert(::caffe::SPPParameter_PoolMethod_IsValid(value)); - set_has_pool(); - pool_ = value; - // @@protoc_insertion_point(field_set:caffe.SPPParameter.pool) -} - -// optional .caffe.SPPParameter.Engine engine = 6 [default = DEFAULT]; -inline bool SPPParameter::has_engine() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -inline void SPPParameter::set_has_engine() { - _has_bits_[0] |= 0x00000004u; -} -inline void SPPParameter::clear_has_engine() { - _has_bits_[0] &= ~0x00000004u; -} -inline void SPPParameter::clear_engine() { - engine_ = 0; - clear_has_engine(); -} -inline ::caffe::SPPParameter_Engine SPPParameter::engine() const { - // @@protoc_insertion_point(field_get:caffe.SPPParameter.engine) - return static_cast< ::caffe::SPPParameter_Engine >(engine_); -} -inline void SPPParameter::set_engine(::caffe::SPPParameter_Engine value) { - assert(::caffe::SPPParameter_Engine_IsValid(value)); - set_has_engine(); - engine_ = value; - // @@protoc_insertion_point(field_set:caffe.SPPParameter.engine) -} - -inline const SPPParameter* SPPParameter::internal_default_instance() { - return &SPPParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// V1LayerParameter - -// repeated string bottom = 2; -inline int V1LayerParameter::bottom_size() const { - return bottom_.size(); -} -inline void V1LayerParameter::clear_bottom() { - bottom_.Clear(); -} -inline const ::std::string& V1LayerParameter::bottom(int index) const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.bottom) - return bottom_.Get(index); -} -inline ::std::string* V1LayerParameter::mutable_bottom(int index) { - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.bottom) - return bottom_.Mutable(index); -} -inline void V1LayerParameter::set_bottom(int index, const ::std::string& value) { - // @@protoc_insertion_point(field_set:caffe.V1LayerParameter.bottom) - bottom_.Mutable(index)->assign(value); -} -inline void V1LayerParameter::set_bottom(int index, const char* value) { - bottom_.Mutable(index)->assign(value); - // @@protoc_insertion_point(field_set_char:caffe.V1LayerParameter.bottom) -} -inline void V1LayerParameter::set_bottom(int index, const char* value, size_t size) { - bottom_.Mutable(index)->assign( - reinterpret_cast(value), size); - // @@protoc_insertion_point(field_set_pointer:caffe.V1LayerParameter.bottom) -} -inline ::std::string* V1LayerParameter::add_bottom() { - // @@protoc_insertion_point(field_add_mutable:caffe.V1LayerParameter.bottom) - return bottom_.Add(); -} -inline void V1LayerParameter::add_bottom(const ::std::string& value) { - bottom_.Add()->assign(value); - // @@protoc_insertion_point(field_add:caffe.V1LayerParameter.bottom) -} -inline void V1LayerParameter::add_bottom(const char* value) { - bottom_.Add()->assign(value); - // @@protoc_insertion_point(field_add_char:caffe.V1LayerParameter.bottom) -} -inline void V1LayerParameter::add_bottom(const char* value, size_t size) { - bottom_.Add()->assign(reinterpret_cast(value), size); - // @@protoc_insertion_point(field_add_pointer:caffe.V1LayerParameter.bottom) -} -inline const ::google::protobuf::RepeatedPtrField< ::std::string>& -V1LayerParameter::bottom() const { - // @@protoc_insertion_point(field_list:caffe.V1LayerParameter.bottom) - return bottom_; -} -inline ::google::protobuf::RepeatedPtrField< ::std::string>* -V1LayerParameter::mutable_bottom() { - // @@protoc_insertion_point(field_mutable_list:caffe.V1LayerParameter.bottom) - return &bottom_; -} - -// repeated string top = 3; -inline int V1LayerParameter::top_size() const { - return top_.size(); -} -inline void V1LayerParameter::clear_top() { - top_.Clear(); -} -inline const ::std::string& V1LayerParameter::top(int index) const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.top) - return top_.Get(index); -} -inline ::std::string* V1LayerParameter::mutable_top(int index) { - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.top) - return top_.Mutable(index); -} -inline void V1LayerParameter::set_top(int index, const ::std::string& value) { - // @@protoc_insertion_point(field_set:caffe.V1LayerParameter.top) - top_.Mutable(index)->assign(value); -} -inline void V1LayerParameter::set_top(int index, const char* value) { - top_.Mutable(index)->assign(value); - // @@protoc_insertion_point(field_set_char:caffe.V1LayerParameter.top) -} -inline void V1LayerParameter::set_top(int index, const char* value, size_t size) { - top_.Mutable(index)->assign( - reinterpret_cast(value), size); - // @@protoc_insertion_point(field_set_pointer:caffe.V1LayerParameter.top) -} -inline ::std::string* V1LayerParameter::add_top() { - // @@protoc_insertion_point(field_add_mutable:caffe.V1LayerParameter.top) - return top_.Add(); -} -inline void V1LayerParameter::add_top(const ::std::string& value) { - top_.Add()->assign(value); - // @@protoc_insertion_point(field_add:caffe.V1LayerParameter.top) -} -inline void V1LayerParameter::add_top(const char* value) { - top_.Add()->assign(value); - // @@protoc_insertion_point(field_add_char:caffe.V1LayerParameter.top) -} -inline void V1LayerParameter::add_top(const char* value, size_t size) { - top_.Add()->assign(reinterpret_cast(value), size); - // @@protoc_insertion_point(field_add_pointer:caffe.V1LayerParameter.top) -} -inline const ::google::protobuf::RepeatedPtrField< ::std::string>& -V1LayerParameter::top() const { - // @@protoc_insertion_point(field_list:caffe.V1LayerParameter.top) - return top_; -} -inline ::google::protobuf::RepeatedPtrField< ::std::string>* -V1LayerParameter::mutable_top() { - // @@protoc_insertion_point(field_mutable_list:caffe.V1LayerParameter.top) - return &top_; -} - -// optional string name = 4; -inline bool V1LayerParameter::has_name() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -inline void V1LayerParameter::set_has_name() { - _has_bits_[0] |= 0x00000004u; -} -inline void V1LayerParameter::clear_has_name() { - _has_bits_[0] &= ~0x00000004u; -} -inline void V1LayerParameter::clear_name() { - name_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_name(); -} -inline const ::std::string& V1LayerParameter::name() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.name) - return name_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void V1LayerParameter::set_name(const ::std::string& value) { - set_has_name(); - name_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.V1LayerParameter.name) -} -inline void V1LayerParameter::set_name(const char* value) { - set_has_name(); - name_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.V1LayerParameter.name) -} -inline void V1LayerParameter::set_name(const char* value, size_t size) { - set_has_name(); - name_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.V1LayerParameter.name) -} -inline ::std::string* V1LayerParameter::mutable_name() { - set_has_name(); - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.name) - return name_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline ::std::string* V1LayerParameter::release_name() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.name) - clear_has_name(); - return name_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void V1LayerParameter::set_allocated_name(::std::string* name) { - if (name != NULL) { - set_has_name(); - } else { - clear_has_name(); - } - name_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), name); - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.name) -} - -// repeated .caffe.NetStateRule include = 32; -inline int V1LayerParameter::include_size() const { - return include_.size(); -} -inline void V1LayerParameter::clear_include() { - include_.Clear(); -} -inline const ::caffe::NetStateRule& V1LayerParameter::include(int index) const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.include) - return include_.Get(index); -} -inline ::caffe::NetStateRule* V1LayerParameter::mutable_include(int index) { - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.include) - return include_.Mutable(index); -} -inline ::caffe::NetStateRule* V1LayerParameter::add_include() { - // @@protoc_insertion_point(field_add:caffe.V1LayerParameter.include) - return include_.Add(); -} -inline ::google::protobuf::RepeatedPtrField< ::caffe::NetStateRule >* -V1LayerParameter::mutable_include() { - // @@protoc_insertion_point(field_mutable_list:caffe.V1LayerParameter.include) - return &include_; -} -inline const ::google::protobuf::RepeatedPtrField< ::caffe::NetStateRule >& -V1LayerParameter::include() const { - // @@protoc_insertion_point(field_list:caffe.V1LayerParameter.include) - return include_; -} - -// repeated .caffe.NetStateRule exclude = 33; -inline int V1LayerParameter::exclude_size() const { - return exclude_.size(); -} -inline void V1LayerParameter::clear_exclude() { - exclude_.Clear(); -} -inline const ::caffe::NetStateRule& V1LayerParameter::exclude(int index) const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.exclude) - return exclude_.Get(index); -} -inline ::caffe::NetStateRule* V1LayerParameter::mutable_exclude(int index) { - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.exclude) - return exclude_.Mutable(index); -} -inline ::caffe::NetStateRule* V1LayerParameter::add_exclude() { - // @@protoc_insertion_point(field_add:caffe.V1LayerParameter.exclude) - return exclude_.Add(); -} -inline ::google::protobuf::RepeatedPtrField< ::caffe::NetStateRule >* -V1LayerParameter::mutable_exclude() { - // @@protoc_insertion_point(field_mutable_list:caffe.V1LayerParameter.exclude) - return &exclude_; -} -inline const ::google::protobuf::RepeatedPtrField< ::caffe::NetStateRule >& -V1LayerParameter::exclude() const { - // @@protoc_insertion_point(field_list:caffe.V1LayerParameter.exclude) - return exclude_; -} - -// optional .caffe.V1LayerParameter.LayerType type = 5; -inline bool V1LayerParameter::has_type() const { - return (_has_bits_[0] & 0x00000020u) != 0; -} -inline void V1LayerParameter::set_has_type() { - _has_bits_[0] |= 0x00000020u; -} -inline void V1LayerParameter::clear_has_type() { - _has_bits_[0] &= ~0x00000020u; -} -inline void V1LayerParameter::clear_type() { - type_ = 0; - clear_has_type(); -} -inline ::caffe::V1LayerParameter_LayerType V1LayerParameter::type() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.type) - return static_cast< ::caffe::V1LayerParameter_LayerType >(type_); -} -inline void V1LayerParameter::set_type(::caffe::V1LayerParameter_LayerType value) { - assert(::caffe::V1LayerParameter_LayerType_IsValid(value)); - set_has_type(); - type_ = value; - // @@protoc_insertion_point(field_set:caffe.V1LayerParameter.type) -} - -// repeated .caffe.BlobProto blobs = 6; -inline int V1LayerParameter::blobs_size() const { - return blobs_.size(); -} -inline void V1LayerParameter::clear_blobs() { - blobs_.Clear(); -} -inline const ::caffe::BlobProto& V1LayerParameter::blobs(int index) const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.blobs) - return blobs_.Get(index); -} -inline ::caffe::BlobProto* V1LayerParameter::mutable_blobs(int index) { - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.blobs) - return blobs_.Mutable(index); -} -inline ::caffe::BlobProto* V1LayerParameter::add_blobs() { - // @@protoc_insertion_point(field_add:caffe.V1LayerParameter.blobs) - return blobs_.Add(); -} -inline ::google::protobuf::RepeatedPtrField< ::caffe::BlobProto >* -V1LayerParameter::mutable_blobs() { - // @@protoc_insertion_point(field_mutable_list:caffe.V1LayerParameter.blobs) - return &blobs_; -} -inline const ::google::protobuf::RepeatedPtrField< ::caffe::BlobProto >& -V1LayerParameter::blobs() const { - // @@protoc_insertion_point(field_list:caffe.V1LayerParameter.blobs) - return blobs_; -} - -// repeated string param = 1001; -inline int V1LayerParameter::param_size() const { - return param_.size(); -} -inline void V1LayerParameter::clear_param() { - param_.Clear(); -} -inline const ::std::string& V1LayerParameter::param(int index) const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.param) - return param_.Get(index); -} -inline ::std::string* V1LayerParameter::mutable_param(int index) { - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.param) - return param_.Mutable(index); -} -inline void V1LayerParameter::set_param(int index, const ::std::string& value) { - // @@protoc_insertion_point(field_set:caffe.V1LayerParameter.param) - param_.Mutable(index)->assign(value); -} -inline void V1LayerParameter::set_param(int index, const char* value) { - param_.Mutable(index)->assign(value); - // @@protoc_insertion_point(field_set_char:caffe.V1LayerParameter.param) -} -inline void V1LayerParameter::set_param(int index, const char* value, size_t size) { - param_.Mutable(index)->assign( - reinterpret_cast(value), size); - // @@protoc_insertion_point(field_set_pointer:caffe.V1LayerParameter.param) -} -inline ::std::string* V1LayerParameter::add_param() { - // @@protoc_insertion_point(field_add_mutable:caffe.V1LayerParameter.param) - return param_.Add(); -} -inline void V1LayerParameter::add_param(const ::std::string& value) { - param_.Add()->assign(value); - // @@protoc_insertion_point(field_add:caffe.V1LayerParameter.param) -} -inline void V1LayerParameter::add_param(const char* value) { - param_.Add()->assign(value); - // @@protoc_insertion_point(field_add_char:caffe.V1LayerParameter.param) -} -inline void V1LayerParameter::add_param(const char* value, size_t size) { - param_.Add()->assign(reinterpret_cast(value), size); - // @@protoc_insertion_point(field_add_pointer:caffe.V1LayerParameter.param) -} -inline const ::google::protobuf::RepeatedPtrField< ::std::string>& -V1LayerParameter::param() const { - // @@protoc_insertion_point(field_list:caffe.V1LayerParameter.param) - return param_; -} -inline ::google::protobuf::RepeatedPtrField< ::std::string>* -V1LayerParameter::mutable_param() { - // @@protoc_insertion_point(field_mutable_list:caffe.V1LayerParameter.param) - return ¶m_; -} - -// repeated .caffe.V1LayerParameter.DimCheckMode blob_share_mode = 1002; -inline int V1LayerParameter::blob_share_mode_size() const { - return blob_share_mode_.size(); -} -inline void V1LayerParameter::clear_blob_share_mode() { - blob_share_mode_.Clear(); -} -inline ::caffe::V1LayerParameter_DimCheckMode V1LayerParameter::blob_share_mode(int index) const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.blob_share_mode) - return static_cast< ::caffe::V1LayerParameter_DimCheckMode >(blob_share_mode_.Get(index)); -} -inline void V1LayerParameter::set_blob_share_mode(int index, ::caffe::V1LayerParameter_DimCheckMode value) { - assert(::caffe::V1LayerParameter_DimCheckMode_IsValid(value)); - blob_share_mode_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.V1LayerParameter.blob_share_mode) -} -inline void V1LayerParameter::add_blob_share_mode(::caffe::V1LayerParameter_DimCheckMode value) { - assert(::caffe::V1LayerParameter_DimCheckMode_IsValid(value)); - blob_share_mode_.Add(value); - // @@protoc_insertion_point(field_add:caffe.V1LayerParameter.blob_share_mode) -} -inline const ::google::protobuf::RepeatedField& -V1LayerParameter::blob_share_mode() const { - // @@protoc_insertion_point(field_list:caffe.V1LayerParameter.blob_share_mode) - return blob_share_mode_; -} -inline ::google::protobuf::RepeatedField* -V1LayerParameter::mutable_blob_share_mode() { - // @@protoc_insertion_point(field_mutable_list:caffe.V1LayerParameter.blob_share_mode) - return &blob_share_mode_; -} - -// repeated float blobs_lr = 7; -inline int V1LayerParameter::blobs_lr_size() const { - return blobs_lr_.size(); -} -inline void V1LayerParameter::clear_blobs_lr() { - blobs_lr_.Clear(); -} -inline float V1LayerParameter::blobs_lr(int index) const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.blobs_lr) - return blobs_lr_.Get(index); -} -inline void V1LayerParameter::set_blobs_lr(int index, float value) { - blobs_lr_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.V1LayerParameter.blobs_lr) -} -inline void V1LayerParameter::add_blobs_lr(float value) { - blobs_lr_.Add(value); - // @@protoc_insertion_point(field_add:caffe.V1LayerParameter.blobs_lr) -} -inline const ::google::protobuf::RepeatedField< float >& -V1LayerParameter::blobs_lr() const { - // @@protoc_insertion_point(field_list:caffe.V1LayerParameter.blobs_lr) - return blobs_lr_; -} -inline ::google::protobuf::RepeatedField< float >* -V1LayerParameter::mutable_blobs_lr() { - // @@protoc_insertion_point(field_mutable_list:caffe.V1LayerParameter.blobs_lr) - return &blobs_lr_; -} - -// repeated float weight_decay = 8; -inline int V1LayerParameter::weight_decay_size() const { - return weight_decay_.size(); -} -inline void V1LayerParameter::clear_weight_decay() { - weight_decay_.Clear(); -} -inline float V1LayerParameter::weight_decay(int index) const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.weight_decay) - return weight_decay_.Get(index); -} -inline void V1LayerParameter::set_weight_decay(int index, float value) { - weight_decay_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.V1LayerParameter.weight_decay) -} -inline void V1LayerParameter::add_weight_decay(float value) { - weight_decay_.Add(value); - // @@protoc_insertion_point(field_add:caffe.V1LayerParameter.weight_decay) -} -inline const ::google::protobuf::RepeatedField< float >& -V1LayerParameter::weight_decay() const { - // @@protoc_insertion_point(field_list:caffe.V1LayerParameter.weight_decay) - return weight_decay_; -} -inline ::google::protobuf::RepeatedField< float >* -V1LayerParameter::mutable_weight_decay() { - // @@protoc_insertion_point(field_mutable_list:caffe.V1LayerParameter.weight_decay) - return &weight_decay_; -} - -// repeated float loss_weight = 35; -inline int V1LayerParameter::loss_weight_size() const { - return loss_weight_.size(); -} -inline void V1LayerParameter::clear_loss_weight() { - loss_weight_.Clear(); -} -inline float V1LayerParameter::loss_weight(int index) const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.loss_weight) - return loss_weight_.Get(index); -} -inline void V1LayerParameter::set_loss_weight(int index, float value) { - loss_weight_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.V1LayerParameter.loss_weight) -} -inline void V1LayerParameter::add_loss_weight(float value) { - loss_weight_.Add(value); - // @@protoc_insertion_point(field_add:caffe.V1LayerParameter.loss_weight) -} -inline const ::google::protobuf::RepeatedField< float >& -V1LayerParameter::loss_weight() const { - // @@protoc_insertion_point(field_list:caffe.V1LayerParameter.loss_weight) - return loss_weight_; -} -inline ::google::protobuf::RepeatedField< float >* -V1LayerParameter::mutable_loss_weight() { - // @@protoc_insertion_point(field_mutable_list:caffe.V1LayerParameter.loss_weight) - return &loss_weight_; -} - -// optional .caffe.AccuracyParameter accuracy_param = 27; -inline bool V1LayerParameter::has_accuracy_param() const { - return (_has_bits_[0] & 0x00001000u) != 0; -} -inline void V1LayerParameter::set_has_accuracy_param() { - _has_bits_[0] |= 0x00001000u; -} -inline void V1LayerParameter::clear_has_accuracy_param() { - _has_bits_[0] &= ~0x00001000u; -} -inline void V1LayerParameter::clear_accuracy_param() { - if (accuracy_param_ != NULL) accuracy_param_->::caffe::AccuracyParameter::Clear(); - clear_has_accuracy_param(); -} -inline const ::caffe::AccuracyParameter& V1LayerParameter::accuracy_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.accuracy_param) - return accuracy_param_ != NULL ? *accuracy_param_ - : *::caffe::AccuracyParameter::internal_default_instance(); -} -inline ::caffe::AccuracyParameter* V1LayerParameter::mutable_accuracy_param() { - set_has_accuracy_param(); - if (accuracy_param_ == NULL) { - accuracy_param_ = new ::caffe::AccuracyParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.accuracy_param) - return accuracy_param_; -} -inline ::caffe::AccuracyParameter* V1LayerParameter::release_accuracy_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.accuracy_param) - clear_has_accuracy_param(); - ::caffe::AccuracyParameter* temp = accuracy_param_; - accuracy_param_ = NULL; - return temp; -} -inline void V1LayerParameter::set_allocated_accuracy_param(::caffe::AccuracyParameter* accuracy_param) { - delete accuracy_param_; - accuracy_param_ = accuracy_param; - if (accuracy_param) { - set_has_accuracy_param(); - } else { - clear_has_accuracy_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.accuracy_param) -} - -// optional .caffe.ArgMaxParameter argmax_param = 23; -inline bool V1LayerParameter::has_argmax_param() const { - return (_has_bits_[0] & 0x00002000u) != 0; -} -inline void V1LayerParameter::set_has_argmax_param() { - _has_bits_[0] |= 0x00002000u; -} -inline void V1LayerParameter::clear_has_argmax_param() { - _has_bits_[0] &= ~0x00002000u; -} -inline void V1LayerParameter::clear_argmax_param() { - if (argmax_param_ != NULL) argmax_param_->::caffe::ArgMaxParameter::Clear(); - clear_has_argmax_param(); -} -inline const ::caffe::ArgMaxParameter& V1LayerParameter::argmax_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.argmax_param) - return argmax_param_ != NULL ? *argmax_param_ - : *::caffe::ArgMaxParameter::internal_default_instance(); -} -inline ::caffe::ArgMaxParameter* V1LayerParameter::mutable_argmax_param() { - set_has_argmax_param(); - if (argmax_param_ == NULL) { - argmax_param_ = new ::caffe::ArgMaxParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.argmax_param) - return argmax_param_; -} -inline ::caffe::ArgMaxParameter* V1LayerParameter::release_argmax_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.argmax_param) - clear_has_argmax_param(); - ::caffe::ArgMaxParameter* temp = argmax_param_; - argmax_param_ = NULL; - return temp; -} -inline void V1LayerParameter::set_allocated_argmax_param(::caffe::ArgMaxParameter* argmax_param) { - delete argmax_param_; - argmax_param_ = argmax_param; - if (argmax_param) { - set_has_argmax_param(); - } else { - clear_has_argmax_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.argmax_param) -} - -// optional .caffe.ConcatParameter concat_param = 9; -inline bool V1LayerParameter::has_concat_param() const { - return (_has_bits_[0] & 0x00004000u) != 0; -} -inline void V1LayerParameter::set_has_concat_param() { - _has_bits_[0] |= 0x00004000u; -} -inline void V1LayerParameter::clear_has_concat_param() { - _has_bits_[0] &= ~0x00004000u; -} -inline void V1LayerParameter::clear_concat_param() { - if (concat_param_ != NULL) concat_param_->::caffe::ConcatParameter::Clear(); - clear_has_concat_param(); -} -inline const ::caffe::ConcatParameter& V1LayerParameter::concat_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.concat_param) - return concat_param_ != NULL ? *concat_param_ - : *::caffe::ConcatParameter::internal_default_instance(); -} -inline ::caffe::ConcatParameter* V1LayerParameter::mutable_concat_param() { - set_has_concat_param(); - if (concat_param_ == NULL) { - concat_param_ = new ::caffe::ConcatParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.concat_param) - return concat_param_; -} -inline ::caffe::ConcatParameter* V1LayerParameter::release_concat_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.concat_param) - clear_has_concat_param(); - ::caffe::ConcatParameter* temp = concat_param_; - concat_param_ = NULL; - return temp; -} -inline void V1LayerParameter::set_allocated_concat_param(::caffe::ConcatParameter* concat_param) { - delete concat_param_; - concat_param_ = concat_param; - if (concat_param) { - set_has_concat_param(); - } else { - clear_has_concat_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.concat_param) -} - -// optional .caffe.ContrastiveLossParameter contrastive_loss_param = 40; -inline bool V1LayerParameter::has_contrastive_loss_param() const { - return (_has_bits_[0] & 0x00008000u) != 0; -} -inline void V1LayerParameter::set_has_contrastive_loss_param() { - _has_bits_[0] |= 0x00008000u; -} -inline void V1LayerParameter::clear_has_contrastive_loss_param() { - _has_bits_[0] &= ~0x00008000u; -} -inline void V1LayerParameter::clear_contrastive_loss_param() { - if (contrastive_loss_param_ != NULL) contrastive_loss_param_->::caffe::ContrastiveLossParameter::Clear(); - clear_has_contrastive_loss_param(); -} -inline const ::caffe::ContrastiveLossParameter& V1LayerParameter::contrastive_loss_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.contrastive_loss_param) - return contrastive_loss_param_ != NULL ? *contrastive_loss_param_ - : *::caffe::ContrastiveLossParameter::internal_default_instance(); -} -inline ::caffe::ContrastiveLossParameter* V1LayerParameter::mutable_contrastive_loss_param() { - set_has_contrastive_loss_param(); - if (contrastive_loss_param_ == NULL) { - contrastive_loss_param_ = new ::caffe::ContrastiveLossParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.contrastive_loss_param) - return contrastive_loss_param_; -} -inline ::caffe::ContrastiveLossParameter* V1LayerParameter::release_contrastive_loss_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.contrastive_loss_param) - clear_has_contrastive_loss_param(); - ::caffe::ContrastiveLossParameter* temp = contrastive_loss_param_; - contrastive_loss_param_ = NULL; - return temp; -} -inline void V1LayerParameter::set_allocated_contrastive_loss_param(::caffe::ContrastiveLossParameter* contrastive_loss_param) { - delete contrastive_loss_param_; - contrastive_loss_param_ = contrastive_loss_param; - if (contrastive_loss_param) { - set_has_contrastive_loss_param(); - } else { - clear_has_contrastive_loss_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.contrastive_loss_param) -} - -// optional .caffe.ConvolutionParameter convolution_param = 10; -inline bool V1LayerParameter::has_convolution_param() const { - return (_has_bits_[0] & 0x00010000u) != 0; -} -inline void V1LayerParameter::set_has_convolution_param() { - _has_bits_[0] |= 0x00010000u; -} -inline void V1LayerParameter::clear_has_convolution_param() { - _has_bits_[0] &= ~0x00010000u; -} -inline void V1LayerParameter::clear_convolution_param() { - if (convolution_param_ != NULL) convolution_param_->::caffe::ConvolutionParameter::Clear(); - clear_has_convolution_param(); -} -inline const ::caffe::ConvolutionParameter& V1LayerParameter::convolution_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.convolution_param) - return convolution_param_ != NULL ? *convolution_param_ - : *::caffe::ConvolutionParameter::internal_default_instance(); -} -inline ::caffe::ConvolutionParameter* V1LayerParameter::mutable_convolution_param() { - set_has_convolution_param(); - if (convolution_param_ == NULL) { - convolution_param_ = new ::caffe::ConvolutionParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.convolution_param) - return convolution_param_; -} -inline ::caffe::ConvolutionParameter* V1LayerParameter::release_convolution_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.convolution_param) - clear_has_convolution_param(); - ::caffe::ConvolutionParameter* temp = convolution_param_; - convolution_param_ = NULL; - return temp; -} -inline void V1LayerParameter::set_allocated_convolution_param(::caffe::ConvolutionParameter* convolution_param) { - delete convolution_param_; - convolution_param_ = convolution_param; - if (convolution_param) { - set_has_convolution_param(); - } else { - clear_has_convolution_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.convolution_param) -} - -// optional .caffe.DataParameter data_param = 11; -inline bool V1LayerParameter::has_data_param() const { - return (_has_bits_[0] & 0x00020000u) != 0; -} -inline void V1LayerParameter::set_has_data_param() { - _has_bits_[0] |= 0x00020000u; -} -inline void V1LayerParameter::clear_has_data_param() { - _has_bits_[0] &= ~0x00020000u; -} -inline void V1LayerParameter::clear_data_param() { - if (data_param_ != NULL) data_param_->::caffe::DataParameter::Clear(); - clear_has_data_param(); -} -inline const ::caffe::DataParameter& V1LayerParameter::data_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.data_param) - return data_param_ != NULL ? *data_param_ - : *::caffe::DataParameter::internal_default_instance(); -} -inline ::caffe::DataParameter* V1LayerParameter::mutable_data_param() { - set_has_data_param(); - if (data_param_ == NULL) { - data_param_ = new ::caffe::DataParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.data_param) - return data_param_; -} -inline ::caffe::DataParameter* V1LayerParameter::release_data_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.data_param) - clear_has_data_param(); - ::caffe::DataParameter* temp = data_param_; - data_param_ = NULL; - return temp; -} -inline void V1LayerParameter::set_allocated_data_param(::caffe::DataParameter* data_param) { - delete data_param_; - data_param_ = data_param; - if (data_param) { - set_has_data_param(); - } else { - clear_has_data_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.data_param) -} - -// optional .caffe.DropoutParameter dropout_param = 12; -inline bool V1LayerParameter::has_dropout_param() const { - return (_has_bits_[0] & 0x00040000u) != 0; -} -inline void V1LayerParameter::set_has_dropout_param() { - _has_bits_[0] |= 0x00040000u; -} -inline void V1LayerParameter::clear_has_dropout_param() { - _has_bits_[0] &= ~0x00040000u; -} -inline void V1LayerParameter::clear_dropout_param() { - if (dropout_param_ != NULL) dropout_param_->::caffe::DropoutParameter::Clear(); - clear_has_dropout_param(); -} -inline const ::caffe::DropoutParameter& V1LayerParameter::dropout_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.dropout_param) - return dropout_param_ != NULL ? *dropout_param_ - : *::caffe::DropoutParameter::internal_default_instance(); -} -inline ::caffe::DropoutParameter* V1LayerParameter::mutable_dropout_param() { - set_has_dropout_param(); - if (dropout_param_ == NULL) { - dropout_param_ = new ::caffe::DropoutParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.dropout_param) - return dropout_param_; -} -inline ::caffe::DropoutParameter* V1LayerParameter::release_dropout_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.dropout_param) - clear_has_dropout_param(); - ::caffe::DropoutParameter* temp = dropout_param_; - dropout_param_ = NULL; - return temp; -} -inline void V1LayerParameter::set_allocated_dropout_param(::caffe::DropoutParameter* dropout_param) { - delete dropout_param_; - dropout_param_ = dropout_param; - if (dropout_param) { - set_has_dropout_param(); - } else { - clear_has_dropout_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.dropout_param) -} - -// optional .caffe.DummyDataParameter dummy_data_param = 26; -inline bool V1LayerParameter::has_dummy_data_param() const { - return (_has_bits_[0] & 0x00080000u) != 0; -} -inline void V1LayerParameter::set_has_dummy_data_param() { - _has_bits_[0] |= 0x00080000u; -} -inline void V1LayerParameter::clear_has_dummy_data_param() { - _has_bits_[0] &= ~0x00080000u; -} -inline void V1LayerParameter::clear_dummy_data_param() { - if (dummy_data_param_ != NULL) dummy_data_param_->::caffe::DummyDataParameter::Clear(); - clear_has_dummy_data_param(); -} -inline const ::caffe::DummyDataParameter& V1LayerParameter::dummy_data_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.dummy_data_param) - return dummy_data_param_ != NULL ? *dummy_data_param_ - : *::caffe::DummyDataParameter::internal_default_instance(); -} -inline ::caffe::DummyDataParameter* V1LayerParameter::mutable_dummy_data_param() { - set_has_dummy_data_param(); - if (dummy_data_param_ == NULL) { - dummy_data_param_ = new ::caffe::DummyDataParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.dummy_data_param) - return dummy_data_param_; -} -inline ::caffe::DummyDataParameter* V1LayerParameter::release_dummy_data_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.dummy_data_param) - clear_has_dummy_data_param(); - ::caffe::DummyDataParameter* temp = dummy_data_param_; - dummy_data_param_ = NULL; - return temp; -} -inline void V1LayerParameter::set_allocated_dummy_data_param(::caffe::DummyDataParameter* dummy_data_param) { - delete dummy_data_param_; - dummy_data_param_ = dummy_data_param; - if (dummy_data_param) { - set_has_dummy_data_param(); - } else { - clear_has_dummy_data_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.dummy_data_param) -} - -// optional .caffe.EltwiseParameter eltwise_param = 24; -inline bool V1LayerParameter::has_eltwise_param() const { - return (_has_bits_[0] & 0x00100000u) != 0; -} -inline void V1LayerParameter::set_has_eltwise_param() { - _has_bits_[0] |= 0x00100000u; -} -inline void V1LayerParameter::clear_has_eltwise_param() { - _has_bits_[0] &= ~0x00100000u; -} -inline void V1LayerParameter::clear_eltwise_param() { - if (eltwise_param_ != NULL) eltwise_param_->::caffe::EltwiseParameter::Clear(); - clear_has_eltwise_param(); -} -inline const ::caffe::EltwiseParameter& V1LayerParameter::eltwise_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.eltwise_param) - return eltwise_param_ != NULL ? *eltwise_param_ - : *::caffe::EltwiseParameter::internal_default_instance(); -} -inline ::caffe::EltwiseParameter* V1LayerParameter::mutable_eltwise_param() { - set_has_eltwise_param(); - if (eltwise_param_ == NULL) { - eltwise_param_ = new ::caffe::EltwiseParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.eltwise_param) - return eltwise_param_; -} -inline ::caffe::EltwiseParameter* V1LayerParameter::release_eltwise_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.eltwise_param) - clear_has_eltwise_param(); - ::caffe::EltwiseParameter* temp = eltwise_param_; - eltwise_param_ = NULL; - return temp; -} -inline void V1LayerParameter::set_allocated_eltwise_param(::caffe::EltwiseParameter* eltwise_param) { - delete eltwise_param_; - eltwise_param_ = eltwise_param; - if (eltwise_param) { - set_has_eltwise_param(); - } else { - clear_has_eltwise_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.eltwise_param) -} - -// optional .caffe.ExpParameter exp_param = 41; -inline bool V1LayerParameter::has_exp_param() const { - return (_has_bits_[0] & 0x00200000u) != 0; -} -inline void V1LayerParameter::set_has_exp_param() { - _has_bits_[0] |= 0x00200000u; -} -inline void V1LayerParameter::clear_has_exp_param() { - _has_bits_[0] &= ~0x00200000u; -} -inline void V1LayerParameter::clear_exp_param() { - if (exp_param_ != NULL) exp_param_->::caffe::ExpParameter::Clear(); - clear_has_exp_param(); -} -inline const ::caffe::ExpParameter& V1LayerParameter::exp_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.exp_param) - return exp_param_ != NULL ? *exp_param_ - : *::caffe::ExpParameter::internal_default_instance(); -} -inline ::caffe::ExpParameter* V1LayerParameter::mutable_exp_param() { - set_has_exp_param(); - if (exp_param_ == NULL) { - exp_param_ = new ::caffe::ExpParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.exp_param) - return exp_param_; -} -inline ::caffe::ExpParameter* V1LayerParameter::release_exp_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.exp_param) - clear_has_exp_param(); - ::caffe::ExpParameter* temp = exp_param_; - exp_param_ = NULL; - return temp; -} -inline void V1LayerParameter::set_allocated_exp_param(::caffe::ExpParameter* exp_param) { - delete exp_param_; - exp_param_ = exp_param; - if (exp_param) { - set_has_exp_param(); - } else { - clear_has_exp_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.exp_param) -} - -// optional .caffe.HDF5DataParameter hdf5_data_param = 13; -inline bool V1LayerParameter::has_hdf5_data_param() const { - return (_has_bits_[0] & 0x00400000u) != 0; -} -inline void V1LayerParameter::set_has_hdf5_data_param() { - _has_bits_[0] |= 0x00400000u; -} -inline void V1LayerParameter::clear_has_hdf5_data_param() { - _has_bits_[0] &= ~0x00400000u; -} -inline void V1LayerParameter::clear_hdf5_data_param() { - if (hdf5_data_param_ != NULL) hdf5_data_param_->::caffe::HDF5DataParameter::Clear(); - clear_has_hdf5_data_param(); -} -inline const ::caffe::HDF5DataParameter& V1LayerParameter::hdf5_data_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.hdf5_data_param) - return hdf5_data_param_ != NULL ? *hdf5_data_param_ - : *::caffe::HDF5DataParameter::internal_default_instance(); -} -inline ::caffe::HDF5DataParameter* V1LayerParameter::mutable_hdf5_data_param() { - set_has_hdf5_data_param(); - if (hdf5_data_param_ == NULL) { - hdf5_data_param_ = new ::caffe::HDF5DataParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.hdf5_data_param) - return hdf5_data_param_; -} -inline ::caffe::HDF5DataParameter* V1LayerParameter::release_hdf5_data_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.hdf5_data_param) - clear_has_hdf5_data_param(); - ::caffe::HDF5DataParameter* temp = hdf5_data_param_; - hdf5_data_param_ = NULL; - return temp; -} -inline void V1LayerParameter::set_allocated_hdf5_data_param(::caffe::HDF5DataParameter* hdf5_data_param) { - delete hdf5_data_param_; - hdf5_data_param_ = hdf5_data_param; - if (hdf5_data_param) { - set_has_hdf5_data_param(); - } else { - clear_has_hdf5_data_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.hdf5_data_param) -} - -// optional .caffe.HDF5OutputParameter hdf5_output_param = 14; -inline bool V1LayerParameter::has_hdf5_output_param() const { - return (_has_bits_[0] & 0x00800000u) != 0; -} -inline void V1LayerParameter::set_has_hdf5_output_param() { - _has_bits_[0] |= 0x00800000u; -} -inline void V1LayerParameter::clear_has_hdf5_output_param() { - _has_bits_[0] &= ~0x00800000u; -} -inline void V1LayerParameter::clear_hdf5_output_param() { - if (hdf5_output_param_ != NULL) hdf5_output_param_->::caffe::HDF5OutputParameter::Clear(); - clear_has_hdf5_output_param(); -} -inline const ::caffe::HDF5OutputParameter& V1LayerParameter::hdf5_output_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.hdf5_output_param) - return hdf5_output_param_ != NULL ? *hdf5_output_param_ - : *::caffe::HDF5OutputParameter::internal_default_instance(); -} -inline ::caffe::HDF5OutputParameter* V1LayerParameter::mutable_hdf5_output_param() { - set_has_hdf5_output_param(); - if (hdf5_output_param_ == NULL) { - hdf5_output_param_ = new ::caffe::HDF5OutputParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.hdf5_output_param) - return hdf5_output_param_; -} -inline ::caffe::HDF5OutputParameter* V1LayerParameter::release_hdf5_output_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.hdf5_output_param) - clear_has_hdf5_output_param(); - ::caffe::HDF5OutputParameter* temp = hdf5_output_param_; - hdf5_output_param_ = NULL; - return temp; -} -inline void V1LayerParameter::set_allocated_hdf5_output_param(::caffe::HDF5OutputParameter* hdf5_output_param) { - delete hdf5_output_param_; - hdf5_output_param_ = hdf5_output_param; - if (hdf5_output_param) { - set_has_hdf5_output_param(); - } else { - clear_has_hdf5_output_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.hdf5_output_param) -} - -// optional .caffe.HingeLossParameter hinge_loss_param = 29; -inline bool V1LayerParameter::has_hinge_loss_param() const { - return (_has_bits_[0] & 0x01000000u) != 0; -} -inline void V1LayerParameter::set_has_hinge_loss_param() { - _has_bits_[0] |= 0x01000000u; -} -inline void V1LayerParameter::clear_has_hinge_loss_param() { - _has_bits_[0] &= ~0x01000000u; -} -inline void V1LayerParameter::clear_hinge_loss_param() { - if (hinge_loss_param_ != NULL) hinge_loss_param_->::caffe::HingeLossParameter::Clear(); - clear_has_hinge_loss_param(); -} -inline const ::caffe::HingeLossParameter& V1LayerParameter::hinge_loss_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.hinge_loss_param) - return hinge_loss_param_ != NULL ? *hinge_loss_param_ - : *::caffe::HingeLossParameter::internal_default_instance(); -} -inline ::caffe::HingeLossParameter* V1LayerParameter::mutable_hinge_loss_param() { - set_has_hinge_loss_param(); - if (hinge_loss_param_ == NULL) { - hinge_loss_param_ = new ::caffe::HingeLossParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.hinge_loss_param) - return hinge_loss_param_; -} -inline ::caffe::HingeLossParameter* V1LayerParameter::release_hinge_loss_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.hinge_loss_param) - clear_has_hinge_loss_param(); - ::caffe::HingeLossParameter* temp = hinge_loss_param_; - hinge_loss_param_ = NULL; - return temp; -} -inline void V1LayerParameter::set_allocated_hinge_loss_param(::caffe::HingeLossParameter* hinge_loss_param) { - delete hinge_loss_param_; - hinge_loss_param_ = hinge_loss_param; - if (hinge_loss_param) { - set_has_hinge_loss_param(); - } else { - clear_has_hinge_loss_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.hinge_loss_param) -} - -// optional .caffe.ImageDataParameter image_data_param = 15; -inline bool V1LayerParameter::has_image_data_param() const { - return (_has_bits_[0] & 0x02000000u) != 0; -} -inline void V1LayerParameter::set_has_image_data_param() { - _has_bits_[0] |= 0x02000000u; -} -inline void V1LayerParameter::clear_has_image_data_param() { - _has_bits_[0] &= ~0x02000000u; -} -inline void V1LayerParameter::clear_image_data_param() { - if (image_data_param_ != NULL) image_data_param_->::caffe::ImageDataParameter::Clear(); - clear_has_image_data_param(); -} -inline const ::caffe::ImageDataParameter& V1LayerParameter::image_data_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.image_data_param) - return image_data_param_ != NULL ? *image_data_param_ - : *::caffe::ImageDataParameter::internal_default_instance(); -} -inline ::caffe::ImageDataParameter* V1LayerParameter::mutable_image_data_param() { - set_has_image_data_param(); - if (image_data_param_ == NULL) { - image_data_param_ = new ::caffe::ImageDataParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.image_data_param) - return image_data_param_; -} -inline ::caffe::ImageDataParameter* V1LayerParameter::release_image_data_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.image_data_param) - clear_has_image_data_param(); - ::caffe::ImageDataParameter* temp = image_data_param_; - image_data_param_ = NULL; - return temp; -} -inline void V1LayerParameter::set_allocated_image_data_param(::caffe::ImageDataParameter* image_data_param) { - delete image_data_param_; - image_data_param_ = image_data_param; - if (image_data_param) { - set_has_image_data_param(); - } else { - clear_has_image_data_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.image_data_param) -} - -// optional .caffe.InfogainLossParameter infogain_loss_param = 16; -inline bool V1LayerParameter::has_infogain_loss_param() const { - return (_has_bits_[0] & 0x04000000u) != 0; -} -inline void V1LayerParameter::set_has_infogain_loss_param() { - _has_bits_[0] |= 0x04000000u; -} -inline void V1LayerParameter::clear_has_infogain_loss_param() { - _has_bits_[0] &= ~0x04000000u; -} -inline void V1LayerParameter::clear_infogain_loss_param() { - if (infogain_loss_param_ != NULL) infogain_loss_param_->::caffe::InfogainLossParameter::Clear(); - clear_has_infogain_loss_param(); -} -inline const ::caffe::InfogainLossParameter& V1LayerParameter::infogain_loss_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.infogain_loss_param) - return infogain_loss_param_ != NULL ? *infogain_loss_param_ - : *::caffe::InfogainLossParameter::internal_default_instance(); -} -inline ::caffe::InfogainLossParameter* V1LayerParameter::mutable_infogain_loss_param() { - set_has_infogain_loss_param(); - if (infogain_loss_param_ == NULL) { - infogain_loss_param_ = new ::caffe::InfogainLossParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.infogain_loss_param) - return infogain_loss_param_; -} -inline ::caffe::InfogainLossParameter* V1LayerParameter::release_infogain_loss_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.infogain_loss_param) - clear_has_infogain_loss_param(); - ::caffe::InfogainLossParameter* temp = infogain_loss_param_; - infogain_loss_param_ = NULL; - return temp; -} -inline void V1LayerParameter::set_allocated_infogain_loss_param(::caffe::InfogainLossParameter* infogain_loss_param) { - delete infogain_loss_param_; - infogain_loss_param_ = infogain_loss_param; - if (infogain_loss_param) { - set_has_infogain_loss_param(); - } else { - clear_has_infogain_loss_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.infogain_loss_param) -} - -// optional .caffe.InnerProductParameter inner_product_param = 17; -inline bool V1LayerParameter::has_inner_product_param() const { - return (_has_bits_[0] & 0x08000000u) != 0; -} -inline void V1LayerParameter::set_has_inner_product_param() { - _has_bits_[0] |= 0x08000000u; -} -inline void V1LayerParameter::clear_has_inner_product_param() { - _has_bits_[0] &= ~0x08000000u; -} -inline void V1LayerParameter::clear_inner_product_param() { - if (inner_product_param_ != NULL) inner_product_param_->::caffe::InnerProductParameter::Clear(); - clear_has_inner_product_param(); -} -inline const ::caffe::InnerProductParameter& V1LayerParameter::inner_product_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.inner_product_param) - return inner_product_param_ != NULL ? *inner_product_param_ - : *::caffe::InnerProductParameter::internal_default_instance(); -} -inline ::caffe::InnerProductParameter* V1LayerParameter::mutable_inner_product_param() { - set_has_inner_product_param(); - if (inner_product_param_ == NULL) { - inner_product_param_ = new ::caffe::InnerProductParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.inner_product_param) - return inner_product_param_; -} -inline ::caffe::InnerProductParameter* V1LayerParameter::release_inner_product_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.inner_product_param) - clear_has_inner_product_param(); - ::caffe::InnerProductParameter* temp = inner_product_param_; - inner_product_param_ = NULL; - return temp; -} -inline void V1LayerParameter::set_allocated_inner_product_param(::caffe::InnerProductParameter* inner_product_param) { - delete inner_product_param_; - inner_product_param_ = inner_product_param; - if (inner_product_param) { - set_has_inner_product_param(); - } else { - clear_has_inner_product_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.inner_product_param) -} - -// optional .caffe.LRNParameter lrn_param = 18; -inline bool V1LayerParameter::has_lrn_param() const { - return (_has_bits_[0] & 0x10000000u) != 0; -} -inline void V1LayerParameter::set_has_lrn_param() { - _has_bits_[0] |= 0x10000000u; -} -inline void V1LayerParameter::clear_has_lrn_param() { - _has_bits_[0] &= ~0x10000000u; -} -inline void V1LayerParameter::clear_lrn_param() { - if (lrn_param_ != NULL) lrn_param_->::caffe::LRNParameter::Clear(); - clear_has_lrn_param(); -} -inline const ::caffe::LRNParameter& V1LayerParameter::lrn_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.lrn_param) - return lrn_param_ != NULL ? *lrn_param_ - : *::caffe::LRNParameter::internal_default_instance(); -} -inline ::caffe::LRNParameter* V1LayerParameter::mutable_lrn_param() { - set_has_lrn_param(); - if (lrn_param_ == NULL) { - lrn_param_ = new ::caffe::LRNParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.lrn_param) - return lrn_param_; -} -inline ::caffe::LRNParameter* V1LayerParameter::release_lrn_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.lrn_param) - clear_has_lrn_param(); - ::caffe::LRNParameter* temp = lrn_param_; - lrn_param_ = NULL; - return temp; -} -inline void V1LayerParameter::set_allocated_lrn_param(::caffe::LRNParameter* lrn_param) { - delete lrn_param_; - lrn_param_ = lrn_param; - if (lrn_param) { - set_has_lrn_param(); - } else { - clear_has_lrn_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.lrn_param) -} - -// optional .caffe.MemoryDataParameter memory_data_param = 22; -inline bool V1LayerParameter::has_memory_data_param() const { - return (_has_bits_[0] & 0x20000000u) != 0; -} -inline void V1LayerParameter::set_has_memory_data_param() { - _has_bits_[0] |= 0x20000000u; -} -inline void V1LayerParameter::clear_has_memory_data_param() { - _has_bits_[0] &= ~0x20000000u; -} -inline void V1LayerParameter::clear_memory_data_param() { - if (memory_data_param_ != NULL) memory_data_param_->::caffe::MemoryDataParameter::Clear(); - clear_has_memory_data_param(); -} -inline const ::caffe::MemoryDataParameter& V1LayerParameter::memory_data_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.memory_data_param) - return memory_data_param_ != NULL ? *memory_data_param_ - : *::caffe::MemoryDataParameter::internal_default_instance(); -} -inline ::caffe::MemoryDataParameter* V1LayerParameter::mutable_memory_data_param() { - set_has_memory_data_param(); - if (memory_data_param_ == NULL) { - memory_data_param_ = new ::caffe::MemoryDataParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.memory_data_param) - return memory_data_param_; -} -inline ::caffe::MemoryDataParameter* V1LayerParameter::release_memory_data_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.memory_data_param) - clear_has_memory_data_param(); - ::caffe::MemoryDataParameter* temp = memory_data_param_; - memory_data_param_ = NULL; - return temp; -} -inline void V1LayerParameter::set_allocated_memory_data_param(::caffe::MemoryDataParameter* memory_data_param) { - delete memory_data_param_; - memory_data_param_ = memory_data_param; - if (memory_data_param) { - set_has_memory_data_param(); - } else { - clear_has_memory_data_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.memory_data_param) -} - -// optional .caffe.MVNParameter mvn_param = 34; -inline bool V1LayerParameter::has_mvn_param() const { - return (_has_bits_[0] & 0x40000000u) != 0; -} -inline void V1LayerParameter::set_has_mvn_param() { - _has_bits_[0] |= 0x40000000u; -} -inline void V1LayerParameter::clear_has_mvn_param() { - _has_bits_[0] &= ~0x40000000u; -} -inline void V1LayerParameter::clear_mvn_param() { - if (mvn_param_ != NULL) mvn_param_->::caffe::MVNParameter::Clear(); - clear_has_mvn_param(); -} -inline const ::caffe::MVNParameter& V1LayerParameter::mvn_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.mvn_param) - return mvn_param_ != NULL ? *mvn_param_ - : *::caffe::MVNParameter::internal_default_instance(); -} -inline ::caffe::MVNParameter* V1LayerParameter::mutable_mvn_param() { - set_has_mvn_param(); - if (mvn_param_ == NULL) { - mvn_param_ = new ::caffe::MVNParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.mvn_param) - return mvn_param_; -} -inline ::caffe::MVNParameter* V1LayerParameter::release_mvn_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.mvn_param) - clear_has_mvn_param(); - ::caffe::MVNParameter* temp = mvn_param_; - mvn_param_ = NULL; - return temp; -} -inline void V1LayerParameter::set_allocated_mvn_param(::caffe::MVNParameter* mvn_param) { - delete mvn_param_; - mvn_param_ = mvn_param; - if (mvn_param) { - set_has_mvn_param(); - } else { - clear_has_mvn_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.mvn_param) -} - -// optional .caffe.PoolingParameter pooling_param = 19; -inline bool V1LayerParameter::has_pooling_param() const { - return (_has_bits_[0] & 0x80000000u) != 0; -} -inline void V1LayerParameter::set_has_pooling_param() { - _has_bits_[0] |= 0x80000000u; -} -inline void V1LayerParameter::clear_has_pooling_param() { - _has_bits_[0] &= ~0x80000000u; -} -inline void V1LayerParameter::clear_pooling_param() { - if (pooling_param_ != NULL) pooling_param_->::caffe::PoolingParameter::Clear(); - clear_has_pooling_param(); -} -inline const ::caffe::PoolingParameter& V1LayerParameter::pooling_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.pooling_param) - return pooling_param_ != NULL ? *pooling_param_ - : *::caffe::PoolingParameter::internal_default_instance(); -} -inline ::caffe::PoolingParameter* V1LayerParameter::mutable_pooling_param() { - set_has_pooling_param(); - if (pooling_param_ == NULL) { - pooling_param_ = new ::caffe::PoolingParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.pooling_param) - return pooling_param_; -} -inline ::caffe::PoolingParameter* V1LayerParameter::release_pooling_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.pooling_param) - clear_has_pooling_param(); - ::caffe::PoolingParameter* temp = pooling_param_; - pooling_param_ = NULL; - return temp; -} -inline void V1LayerParameter::set_allocated_pooling_param(::caffe::PoolingParameter* pooling_param) { - delete pooling_param_; - pooling_param_ = pooling_param; - if (pooling_param) { - set_has_pooling_param(); - } else { - clear_has_pooling_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.pooling_param) -} - -// optional .caffe.PowerParameter power_param = 21; -inline bool V1LayerParameter::has_power_param() const { - return (_has_bits_[1] & 0x00000001u) != 0; -} -inline void V1LayerParameter::set_has_power_param() { - _has_bits_[1] |= 0x00000001u; -} -inline void V1LayerParameter::clear_has_power_param() { - _has_bits_[1] &= ~0x00000001u; -} -inline void V1LayerParameter::clear_power_param() { - if (power_param_ != NULL) power_param_->::caffe::PowerParameter::Clear(); - clear_has_power_param(); -} -inline const ::caffe::PowerParameter& V1LayerParameter::power_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.power_param) - return power_param_ != NULL ? *power_param_ - : *::caffe::PowerParameter::internal_default_instance(); -} -inline ::caffe::PowerParameter* V1LayerParameter::mutable_power_param() { - set_has_power_param(); - if (power_param_ == NULL) { - power_param_ = new ::caffe::PowerParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.power_param) - return power_param_; -} -inline ::caffe::PowerParameter* V1LayerParameter::release_power_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.power_param) - clear_has_power_param(); - ::caffe::PowerParameter* temp = power_param_; - power_param_ = NULL; - return temp; -} -inline void V1LayerParameter::set_allocated_power_param(::caffe::PowerParameter* power_param) { - delete power_param_; - power_param_ = power_param; - if (power_param) { - set_has_power_param(); - } else { - clear_has_power_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.power_param) -} - -// optional .caffe.ReLUParameter relu_param = 30; -inline bool V1LayerParameter::has_relu_param() const { - return (_has_bits_[1] & 0x00000002u) != 0; -} -inline void V1LayerParameter::set_has_relu_param() { - _has_bits_[1] |= 0x00000002u; -} -inline void V1LayerParameter::clear_has_relu_param() { - _has_bits_[1] &= ~0x00000002u; -} -inline void V1LayerParameter::clear_relu_param() { - if (relu_param_ != NULL) relu_param_->::caffe::ReLUParameter::Clear(); - clear_has_relu_param(); -} -inline const ::caffe::ReLUParameter& V1LayerParameter::relu_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.relu_param) - return relu_param_ != NULL ? *relu_param_ - : *::caffe::ReLUParameter::internal_default_instance(); -} -inline ::caffe::ReLUParameter* V1LayerParameter::mutable_relu_param() { - set_has_relu_param(); - if (relu_param_ == NULL) { - relu_param_ = new ::caffe::ReLUParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.relu_param) - return relu_param_; -} -inline ::caffe::ReLUParameter* V1LayerParameter::release_relu_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.relu_param) - clear_has_relu_param(); - ::caffe::ReLUParameter* temp = relu_param_; - relu_param_ = NULL; - return temp; -} -inline void V1LayerParameter::set_allocated_relu_param(::caffe::ReLUParameter* relu_param) { - delete relu_param_; - relu_param_ = relu_param; - if (relu_param) { - set_has_relu_param(); - } else { - clear_has_relu_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.relu_param) -} - -// optional .caffe.SigmoidParameter sigmoid_param = 38; -inline bool V1LayerParameter::has_sigmoid_param() const { - return (_has_bits_[1] & 0x00000004u) != 0; -} -inline void V1LayerParameter::set_has_sigmoid_param() { - _has_bits_[1] |= 0x00000004u; -} -inline void V1LayerParameter::clear_has_sigmoid_param() { - _has_bits_[1] &= ~0x00000004u; -} -inline void V1LayerParameter::clear_sigmoid_param() { - if (sigmoid_param_ != NULL) sigmoid_param_->::caffe::SigmoidParameter::Clear(); - clear_has_sigmoid_param(); -} -inline const ::caffe::SigmoidParameter& V1LayerParameter::sigmoid_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.sigmoid_param) - return sigmoid_param_ != NULL ? *sigmoid_param_ - : *::caffe::SigmoidParameter::internal_default_instance(); -} -inline ::caffe::SigmoidParameter* V1LayerParameter::mutable_sigmoid_param() { - set_has_sigmoid_param(); - if (sigmoid_param_ == NULL) { - sigmoid_param_ = new ::caffe::SigmoidParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.sigmoid_param) - return sigmoid_param_; -} -inline ::caffe::SigmoidParameter* V1LayerParameter::release_sigmoid_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.sigmoid_param) - clear_has_sigmoid_param(); - ::caffe::SigmoidParameter* temp = sigmoid_param_; - sigmoid_param_ = NULL; - return temp; -} -inline void V1LayerParameter::set_allocated_sigmoid_param(::caffe::SigmoidParameter* sigmoid_param) { - delete sigmoid_param_; - sigmoid_param_ = sigmoid_param; - if (sigmoid_param) { - set_has_sigmoid_param(); - } else { - clear_has_sigmoid_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.sigmoid_param) -} - -// optional .caffe.SoftmaxParameter softmax_param = 39; -inline bool V1LayerParameter::has_softmax_param() const { - return (_has_bits_[1] & 0x00000008u) != 0; -} -inline void V1LayerParameter::set_has_softmax_param() { - _has_bits_[1] |= 0x00000008u; -} -inline void V1LayerParameter::clear_has_softmax_param() { - _has_bits_[1] &= ~0x00000008u; -} -inline void V1LayerParameter::clear_softmax_param() { - if (softmax_param_ != NULL) softmax_param_->::caffe::SoftmaxParameter::Clear(); - clear_has_softmax_param(); -} -inline const ::caffe::SoftmaxParameter& V1LayerParameter::softmax_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.softmax_param) - return softmax_param_ != NULL ? *softmax_param_ - : *::caffe::SoftmaxParameter::internal_default_instance(); -} -inline ::caffe::SoftmaxParameter* V1LayerParameter::mutable_softmax_param() { - set_has_softmax_param(); - if (softmax_param_ == NULL) { - softmax_param_ = new ::caffe::SoftmaxParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.softmax_param) - return softmax_param_; -} -inline ::caffe::SoftmaxParameter* V1LayerParameter::release_softmax_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.softmax_param) - clear_has_softmax_param(); - ::caffe::SoftmaxParameter* temp = softmax_param_; - softmax_param_ = NULL; - return temp; -} -inline void V1LayerParameter::set_allocated_softmax_param(::caffe::SoftmaxParameter* softmax_param) { - delete softmax_param_; - softmax_param_ = softmax_param; - if (softmax_param) { - set_has_softmax_param(); - } else { - clear_has_softmax_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.softmax_param) -} - -// optional .caffe.SliceParameter slice_param = 31; -inline bool V1LayerParameter::has_slice_param() const { - return (_has_bits_[1] & 0x00000010u) != 0; -} -inline void V1LayerParameter::set_has_slice_param() { - _has_bits_[1] |= 0x00000010u; -} -inline void V1LayerParameter::clear_has_slice_param() { - _has_bits_[1] &= ~0x00000010u; -} -inline void V1LayerParameter::clear_slice_param() { - if (slice_param_ != NULL) slice_param_->::caffe::SliceParameter::Clear(); - clear_has_slice_param(); -} -inline const ::caffe::SliceParameter& V1LayerParameter::slice_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.slice_param) - return slice_param_ != NULL ? *slice_param_ - : *::caffe::SliceParameter::internal_default_instance(); -} -inline ::caffe::SliceParameter* V1LayerParameter::mutable_slice_param() { - set_has_slice_param(); - if (slice_param_ == NULL) { - slice_param_ = new ::caffe::SliceParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.slice_param) - return slice_param_; -} -inline ::caffe::SliceParameter* V1LayerParameter::release_slice_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.slice_param) - clear_has_slice_param(); - ::caffe::SliceParameter* temp = slice_param_; - slice_param_ = NULL; - return temp; -} -inline void V1LayerParameter::set_allocated_slice_param(::caffe::SliceParameter* slice_param) { - delete slice_param_; - slice_param_ = slice_param; - if (slice_param) { - set_has_slice_param(); - } else { - clear_has_slice_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.slice_param) -} - -// optional .caffe.TanHParameter tanh_param = 37; -inline bool V1LayerParameter::has_tanh_param() const { - return (_has_bits_[1] & 0x00000020u) != 0; -} -inline void V1LayerParameter::set_has_tanh_param() { - _has_bits_[1] |= 0x00000020u; -} -inline void V1LayerParameter::clear_has_tanh_param() { - _has_bits_[1] &= ~0x00000020u; -} -inline void V1LayerParameter::clear_tanh_param() { - if (tanh_param_ != NULL) tanh_param_->::caffe::TanHParameter::Clear(); - clear_has_tanh_param(); -} -inline const ::caffe::TanHParameter& V1LayerParameter::tanh_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.tanh_param) - return tanh_param_ != NULL ? *tanh_param_ - : *::caffe::TanHParameter::internal_default_instance(); -} -inline ::caffe::TanHParameter* V1LayerParameter::mutable_tanh_param() { - set_has_tanh_param(); - if (tanh_param_ == NULL) { - tanh_param_ = new ::caffe::TanHParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.tanh_param) - return tanh_param_; -} -inline ::caffe::TanHParameter* V1LayerParameter::release_tanh_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.tanh_param) - clear_has_tanh_param(); - ::caffe::TanHParameter* temp = tanh_param_; - tanh_param_ = NULL; - return temp; -} -inline void V1LayerParameter::set_allocated_tanh_param(::caffe::TanHParameter* tanh_param) { - delete tanh_param_; - tanh_param_ = tanh_param; - if (tanh_param) { - set_has_tanh_param(); - } else { - clear_has_tanh_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.tanh_param) -} - -// optional .caffe.ThresholdParameter threshold_param = 25; -inline bool V1LayerParameter::has_threshold_param() const { - return (_has_bits_[1] & 0x00000040u) != 0; -} -inline void V1LayerParameter::set_has_threshold_param() { - _has_bits_[1] |= 0x00000040u; -} -inline void V1LayerParameter::clear_has_threshold_param() { - _has_bits_[1] &= ~0x00000040u; -} -inline void V1LayerParameter::clear_threshold_param() { - if (threshold_param_ != NULL) threshold_param_->::caffe::ThresholdParameter::Clear(); - clear_has_threshold_param(); -} -inline const ::caffe::ThresholdParameter& V1LayerParameter::threshold_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.threshold_param) - return threshold_param_ != NULL ? *threshold_param_ - : *::caffe::ThresholdParameter::internal_default_instance(); -} -inline ::caffe::ThresholdParameter* V1LayerParameter::mutable_threshold_param() { - set_has_threshold_param(); - if (threshold_param_ == NULL) { - threshold_param_ = new ::caffe::ThresholdParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.threshold_param) - return threshold_param_; -} -inline ::caffe::ThresholdParameter* V1LayerParameter::release_threshold_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.threshold_param) - clear_has_threshold_param(); - ::caffe::ThresholdParameter* temp = threshold_param_; - threshold_param_ = NULL; - return temp; -} -inline void V1LayerParameter::set_allocated_threshold_param(::caffe::ThresholdParameter* threshold_param) { - delete threshold_param_; - threshold_param_ = threshold_param; - if (threshold_param) { - set_has_threshold_param(); - } else { - clear_has_threshold_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.threshold_param) -} - -// optional .caffe.WindowDataParameter window_data_param = 20; -inline bool V1LayerParameter::has_window_data_param() const { - return (_has_bits_[1] & 0x00000080u) != 0; -} -inline void V1LayerParameter::set_has_window_data_param() { - _has_bits_[1] |= 0x00000080u; -} -inline void V1LayerParameter::clear_has_window_data_param() { - _has_bits_[1] &= ~0x00000080u; -} -inline void V1LayerParameter::clear_window_data_param() { - if (window_data_param_ != NULL) window_data_param_->::caffe::WindowDataParameter::Clear(); - clear_has_window_data_param(); -} -inline const ::caffe::WindowDataParameter& V1LayerParameter::window_data_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.window_data_param) - return window_data_param_ != NULL ? *window_data_param_ - : *::caffe::WindowDataParameter::internal_default_instance(); -} -inline ::caffe::WindowDataParameter* V1LayerParameter::mutable_window_data_param() { - set_has_window_data_param(); - if (window_data_param_ == NULL) { - window_data_param_ = new ::caffe::WindowDataParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.window_data_param) - return window_data_param_; -} -inline ::caffe::WindowDataParameter* V1LayerParameter::release_window_data_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.window_data_param) - clear_has_window_data_param(); - ::caffe::WindowDataParameter* temp = window_data_param_; - window_data_param_ = NULL; - return temp; -} -inline void V1LayerParameter::set_allocated_window_data_param(::caffe::WindowDataParameter* window_data_param) { - delete window_data_param_; - window_data_param_ = window_data_param; - if (window_data_param) { - set_has_window_data_param(); - } else { - clear_has_window_data_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.window_data_param) -} - -// optional .caffe.TransformationParameter transform_param = 36; -inline bool V1LayerParameter::has_transform_param() const { - return (_has_bits_[1] & 0x00000100u) != 0; -} -inline void V1LayerParameter::set_has_transform_param() { - _has_bits_[1] |= 0x00000100u; -} -inline void V1LayerParameter::clear_has_transform_param() { - _has_bits_[1] &= ~0x00000100u; -} -inline void V1LayerParameter::clear_transform_param() { - if (transform_param_ != NULL) transform_param_->::caffe::TransformationParameter::Clear(); - clear_has_transform_param(); -} -inline const ::caffe::TransformationParameter& V1LayerParameter::transform_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.transform_param) - return transform_param_ != NULL ? *transform_param_ - : *::caffe::TransformationParameter::internal_default_instance(); -} -inline ::caffe::TransformationParameter* V1LayerParameter::mutable_transform_param() { - set_has_transform_param(); - if (transform_param_ == NULL) { - transform_param_ = new ::caffe::TransformationParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.transform_param) - return transform_param_; -} -inline ::caffe::TransformationParameter* V1LayerParameter::release_transform_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.transform_param) - clear_has_transform_param(); - ::caffe::TransformationParameter* temp = transform_param_; - transform_param_ = NULL; - return temp; -} -inline void V1LayerParameter::set_allocated_transform_param(::caffe::TransformationParameter* transform_param) { - delete transform_param_; - transform_param_ = transform_param; - if (transform_param) { - set_has_transform_param(); - } else { - clear_has_transform_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.transform_param) -} - -// optional .caffe.LossParameter loss_param = 42; -inline bool V1LayerParameter::has_loss_param() const { - return (_has_bits_[1] & 0x00000200u) != 0; -} -inline void V1LayerParameter::set_has_loss_param() { - _has_bits_[1] |= 0x00000200u; -} -inline void V1LayerParameter::clear_has_loss_param() { - _has_bits_[1] &= ~0x00000200u; -} -inline void V1LayerParameter::clear_loss_param() { - if (loss_param_ != NULL) loss_param_->::caffe::LossParameter::Clear(); - clear_has_loss_param(); -} -inline const ::caffe::LossParameter& V1LayerParameter::loss_param() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.loss_param) - return loss_param_ != NULL ? *loss_param_ - : *::caffe::LossParameter::internal_default_instance(); -} -inline ::caffe::LossParameter* V1LayerParameter::mutable_loss_param() { - set_has_loss_param(); - if (loss_param_ == NULL) { - loss_param_ = new ::caffe::LossParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.loss_param) - return loss_param_; -} -inline ::caffe::LossParameter* V1LayerParameter::release_loss_param() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.loss_param) - clear_has_loss_param(); - ::caffe::LossParameter* temp = loss_param_; - loss_param_ = NULL; - return temp; -} -inline void V1LayerParameter::set_allocated_loss_param(::caffe::LossParameter* loss_param) { - delete loss_param_; - loss_param_ = loss_param; - if (loss_param) { - set_has_loss_param(); - } else { - clear_has_loss_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.loss_param) -} - -// optional .caffe.V0LayerParameter layer = 1; -inline bool V1LayerParameter::has_layer() const { - return (_has_bits_[1] & 0x00000400u) != 0; -} -inline void V1LayerParameter::set_has_layer() { - _has_bits_[1] |= 0x00000400u; -} -inline void V1LayerParameter::clear_has_layer() { - _has_bits_[1] &= ~0x00000400u; -} -inline void V1LayerParameter::clear_layer() { - if (layer_ != NULL) layer_->::caffe::V0LayerParameter::Clear(); - clear_has_layer(); -} -inline const ::caffe::V0LayerParameter& V1LayerParameter::layer() const { - // @@protoc_insertion_point(field_get:caffe.V1LayerParameter.layer) - return layer_ != NULL ? *layer_ - : *::caffe::V0LayerParameter::internal_default_instance(); -} -inline ::caffe::V0LayerParameter* V1LayerParameter::mutable_layer() { - set_has_layer(); - if (layer_ == NULL) { - layer_ = new ::caffe::V0LayerParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V1LayerParameter.layer) - return layer_; -} -inline ::caffe::V0LayerParameter* V1LayerParameter::release_layer() { - // @@protoc_insertion_point(field_release:caffe.V1LayerParameter.layer) - clear_has_layer(); - ::caffe::V0LayerParameter* temp = layer_; - layer_ = NULL; - return temp; -} -inline void V1LayerParameter::set_allocated_layer(::caffe::V0LayerParameter* layer) { - delete layer_; - layer_ = layer; - if (layer) { - set_has_layer(); - } else { - clear_has_layer(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V1LayerParameter.layer) -} - -inline const V1LayerParameter* V1LayerParameter::internal_default_instance() { - return &V1LayerParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// V0LayerParameter - -// optional string name = 1; -inline bool V0LayerParameter::has_name() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void V0LayerParameter::set_has_name() { - _has_bits_[0] |= 0x00000001u; -} -inline void V0LayerParameter::clear_has_name() { - _has_bits_[0] &= ~0x00000001u; -} -inline void V0LayerParameter::clear_name() { - name_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_name(); -} -inline const ::std::string& V0LayerParameter::name() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.name) - return name_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void V0LayerParameter::set_name(const ::std::string& value) { - set_has_name(); - name_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.name) -} -inline void V0LayerParameter::set_name(const char* value) { - set_has_name(); - name_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.V0LayerParameter.name) -} -inline void V0LayerParameter::set_name(const char* value, size_t size) { - set_has_name(); - name_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.V0LayerParameter.name) -} -inline ::std::string* V0LayerParameter::mutable_name() { - set_has_name(); - // @@protoc_insertion_point(field_mutable:caffe.V0LayerParameter.name) - return name_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline ::std::string* V0LayerParameter::release_name() { - // @@protoc_insertion_point(field_release:caffe.V0LayerParameter.name) - clear_has_name(); - return name_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void V0LayerParameter::set_allocated_name(::std::string* name) { - if (name != NULL) { - set_has_name(); - } else { - clear_has_name(); - } - name_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), name); - // @@protoc_insertion_point(field_set_allocated:caffe.V0LayerParameter.name) -} - -// optional string type = 2; -inline bool V0LayerParameter::has_type() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void V0LayerParameter::set_has_type() { - _has_bits_[0] |= 0x00000002u; -} -inline void V0LayerParameter::clear_has_type() { - _has_bits_[0] &= ~0x00000002u; -} -inline void V0LayerParameter::clear_type() { - type_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_type(); -} -inline const ::std::string& V0LayerParameter::type() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.type) - return type_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void V0LayerParameter::set_type(const ::std::string& value) { - set_has_type(); - type_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.type) -} -inline void V0LayerParameter::set_type(const char* value) { - set_has_type(); - type_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.V0LayerParameter.type) -} -inline void V0LayerParameter::set_type(const char* value, size_t size) { - set_has_type(); - type_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.V0LayerParameter.type) -} -inline ::std::string* V0LayerParameter::mutable_type() { - set_has_type(); - // @@protoc_insertion_point(field_mutable:caffe.V0LayerParameter.type) - return type_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline ::std::string* V0LayerParameter::release_type() { - // @@protoc_insertion_point(field_release:caffe.V0LayerParameter.type) - clear_has_type(); - return type_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void V0LayerParameter::set_allocated_type(::std::string* type) { - if (type != NULL) { - set_has_type(); - } else { - clear_has_type(); - } - type_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), type); - // @@protoc_insertion_point(field_set_allocated:caffe.V0LayerParameter.type) -} - -// optional uint32 num_output = 3; -inline bool V0LayerParameter::has_num_output() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -inline void V0LayerParameter::set_has_num_output() { - _has_bits_[0] |= 0x00000004u; -} -inline void V0LayerParameter::clear_has_num_output() { - _has_bits_[0] &= ~0x00000004u; -} -inline void V0LayerParameter::clear_num_output() { - num_output_ = 0u; - clear_has_num_output(); -} -inline ::google::protobuf::uint32 V0LayerParameter::num_output() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.num_output) - return num_output_; -} -inline void V0LayerParameter::set_num_output(::google::protobuf::uint32 value) { - set_has_num_output(); - num_output_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.num_output) -} - -// optional bool biasterm = 4 [default = true]; -inline bool V0LayerParameter::has_biasterm() const { - return (_has_bits_[0] & 0x00000008u) != 0; -} -inline void V0LayerParameter::set_has_biasterm() { - _has_bits_[0] |= 0x00000008u; -} -inline void V0LayerParameter::clear_has_biasterm() { - _has_bits_[0] &= ~0x00000008u; -} -inline void V0LayerParameter::clear_biasterm() { - biasterm_ = true; - clear_has_biasterm(); -} -inline bool V0LayerParameter::biasterm() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.biasterm) - return biasterm_; -} -inline void V0LayerParameter::set_biasterm(bool value) { - set_has_biasterm(); - biasterm_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.biasterm) -} - -// optional .caffe.FillerParameter weight_filler = 5; -inline bool V0LayerParameter::has_weight_filler() const { - return (_has_bits_[0] & 0x00000010u) != 0; -} -inline void V0LayerParameter::set_has_weight_filler() { - _has_bits_[0] |= 0x00000010u; -} -inline void V0LayerParameter::clear_has_weight_filler() { - _has_bits_[0] &= ~0x00000010u; -} -inline void V0LayerParameter::clear_weight_filler() { - if (weight_filler_ != NULL) weight_filler_->::caffe::FillerParameter::Clear(); - clear_has_weight_filler(); -} -inline const ::caffe::FillerParameter& V0LayerParameter::weight_filler() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.weight_filler) - return weight_filler_ != NULL ? *weight_filler_ - : *::caffe::FillerParameter::internal_default_instance(); -} -inline ::caffe::FillerParameter* V0LayerParameter::mutable_weight_filler() { - set_has_weight_filler(); - if (weight_filler_ == NULL) { - weight_filler_ = new ::caffe::FillerParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V0LayerParameter.weight_filler) - return weight_filler_; -} -inline ::caffe::FillerParameter* V0LayerParameter::release_weight_filler() { - // @@protoc_insertion_point(field_release:caffe.V0LayerParameter.weight_filler) - clear_has_weight_filler(); - ::caffe::FillerParameter* temp = weight_filler_; - weight_filler_ = NULL; - return temp; -} -inline void V0LayerParameter::set_allocated_weight_filler(::caffe::FillerParameter* weight_filler) { - delete weight_filler_; - weight_filler_ = weight_filler; - if (weight_filler) { - set_has_weight_filler(); - } else { - clear_has_weight_filler(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V0LayerParameter.weight_filler) -} - -// optional .caffe.FillerParameter bias_filler = 6; -inline bool V0LayerParameter::has_bias_filler() const { - return (_has_bits_[0] & 0x00000020u) != 0; -} -inline void V0LayerParameter::set_has_bias_filler() { - _has_bits_[0] |= 0x00000020u; -} -inline void V0LayerParameter::clear_has_bias_filler() { - _has_bits_[0] &= ~0x00000020u; -} -inline void V0LayerParameter::clear_bias_filler() { - if (bias_filler_ != NULL) bias_filler_->::caffe::FillerParameter::Clear(); - clear_has_bias_filler(); -} -inline const ::caffe::FillerParameter& V0LayerParameter::bias_filler() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.bias_filler) - return bias_filler_ != NULL ? *bias_filler_ - : *::caffe::FillerParameter::internal_default_instance(); -} -inline ::caffe::FillerParameter* V0LayerParameter::mutable_bias_filler() { - set_has_bias_filler(); - if (bias_filler_ == NULL) { - bias_filler_ = new ::caffe::FillerParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V0LayerParameter.bias_filler) - return bias_filler_; -} -inline ::caffe::FillerParameter* V0LayerParameter::release_bias_filler() { - // @@protoc_insertion_point(field_release:caffe.V0LayerParameter.bias_filler) - clear_has_bias_filler(); - ::caffe::FillerParameter* temp = bias_filler_; - bias_filler_ = NULL; - return temp; -} -inline void V0LayerParameter::set_allocated_bias_filler(::caffe::FillerParameter* bias_filler) { - delete bias_filler_; - bias_filler_ = bias_filler; - if (bias_filler) { - set_has_bias_filler(); - } else { - clear_has_bias_filler(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V0LayerParameter.bias_filler) -} - -// optional uint32 pad = 7 [default = 0]; -inline bool V0LayerParameter::has_pad() const { - return (_has_bits_[0] & 0x00000040u) != 0; -} -inline void V0LayerParameter::set_has_pad() { - _has_bits_[0] |= 0x00000040u; -} -inline void V0LayerParameter::clear_has_pad() { - _has_bits_[0] &= ~0x00000040u; -} -inline void V0LayerParameter::clear_pad() { - pad_ = 0u; - clear_has_pad(); -} -inline ::google::protobuf::uint32 V0LayerParameter::pad() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.pad) - return pad_; -} -inline void V0LayerParameter::set_pad(::google::protobuf::uint32 value) { - set_has_pad(); - pad_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.pad) -} - -// optional uint32 kernelsize = 8; -inline bool V0LayerParameter::has_kernelsize() const { - return (_has_bits_[0] & 0x00000080u) != 0; -} -inline void V0LayerParameter::set_has_kernelsize() { - _has_bits_[0] |= 0x00000080u; -} -inline void V0LayerParameter::clear_has_kernelsize() { - _has_bits_[0] &= ~0x00000080u; -} -inline void V0LayerParameter::clear_kernelsize() { - kernelsize_ = 0u; - clear_has_kernelsize(); -} -inline ::google::protobuf::uint32 V0LayerParameter::kernelsize() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.kernelsize) - return kernelsize_; -} -inline void V0LayerParameter::set_kernelsize(::google::protobuf::uint32 value) { - set_has_kernelsize(); - kernelsize_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.kernelsize) -} - -// optional uint32 group = 9 [default = 1]; -inline bool V0LayerParameter::has_group() const { - return (_has_bits_[0] & 0x00000100u) != 0; -} -inline void V0LayerParameter::set_has_group() { - _has_bits_[0] |= 0x00000100u; -} -inline void V0LayerParameter::clear_has_group() { - _has_bits_[0] &= ~0x00000100u; -} -inline void V0LayerParameter::clear_group() { - group_ = 1u; - clear_has_group(); -} -inline ::google::protobuf::uint32 V0LayerParameter::group() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.group) - return group_; -} -inline void V0LayerParameter::set_group(::google::protobuf::uint32 value) { - set_has_group(); - group_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.group) -} - -// optional uint32 stride = 10 [default = 1]; -inline bool V0LayerParameter::has_stride() const { - return (_has_bits_[0] & 0x00000200u) != 0; -} -inline void V0LayerParameter::set_has_stride() { - _has_bits_[0] |= 0x00000200u; -} -inline void V0LayerParameter::clear_has_stride() { - _has_bits_[0] &= ~0x00000200u; -} -inline void V0LayerParameter::clear_stride() { - stride_ = 1u; - clear_has_stride(); -} -inline ::google::protobuf::uint32 V0LayerParameter::stride() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.stride) - return stride_; -} -inline void V0LayerParameter::set_stride(::google::protobuf::uint32 value) { - set_has_stride(); - stride_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.stride) -} - -// optional .caffe.V0LayerParameter.PoolMethod pool = 11 [default = MAX]; -inline bool V0LayerParameter::has_pool() const { - return (_has_bits_[0] & 0x00000400u) != 0; -} -inline void V0LayerParameter::set_has_pool() { - _has_bits_[0] |= 0x00000400u; -} -inline void V0LayerParameter::clear_has_pool() { - _has_bits_[0] &= ~0x00000400u; -} -inline void V0LayerParameter::clear_pool() { - pool_ = 0; - clear_has_pool(); -} -inline ::caffe::V0LayerParameter_PoolMethod V0LayerParameter::pool() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.pool) - return static_cast< ::caffe::V0LayerParameter_PoolMethod >(pool_); -} -inline void V0LayerParameter::set_pool(::caffe::V0LayerParameter_PoolMethod value) { - assert(::caffe::V0LayerParameter_PoolMethod_IsValid(value)); - set_has_pool(); - pool_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.pool) -} - -// optional float dropout_ratio = 12 [default = 0.5]; -inline bool V0LayerParameter::has_dropout_ratio() const { - return (_has_bits_[0] & 0x00000800u) != 0; -} -inline void V0LayerParameter::set_has_dropout_ratio() { - _has_bits_[0] |= 0x00000800u; -} -inline void V0LayerParameter::clear_has_dropout_ratio() { - _has_bits_[0] &= ~0x00000800u; -} -inline void V0LayerParameter::clear_dropout_ratio() { - dropout_ratio_ = 0.5f; - clear_has_dropout_ratio(); -} -inline float V0LayerParameter::dropout_ratio() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.dropout_ratio) - return dropout_ratio_; -} -inline void V0LayerParameter::set_dropout_ratio(float value) { - set_has_dropout_ratio(); - dropout_ratio_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.dropout_ratio) -} - -// optional uint32 local_size = 13 [default = 5]; -inline bool V0LayerParameter::has_local_size() const { - return (_has_bits_[0] & 0x00001000u) != 0; -} -inline void V0LayerParameter::set_has_local_size() { - _has_bits_[0] |= 0x00001000u; -} -inline void V0LayerParameter::clear_has_local_size() { - _has_bits_[0] &= ~0x00001000u; -} -inline void V0LayerParameter::clear_local_size() { - local_size_ = 5u; - clear_has_local_size(); -} -inline ::google::protobuf::uint32 V0LayerParameter::local_size() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.local_size) - return local_size_; -} -inline void V0LayerParameter::set_local_size(::google::protobuf::uint32 value) { - set_has_local_size(); - local_size_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.local_size) -} - -// optional float alpha = 14 [default = 1]; -inline bool V0LayerParameter::has_alpha() const { - return (_has_bits_[0] & 0x00002000u) != 0; -} -inline void V0LayerParameter::set_has_alpha() { - _has_bits_[0] |= 0x00002000u; -} -inline void V0LayerParameter::clear_has_alpha() { - _has_bits_[0] &= ~0x00002000u; -} -inline void V0LayerParameter::clear_alpha() { - alpha_ = 1; - clear_has_alpha(); -} -inline float V0LayerParameter::alpha() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.alpha) - return alpha_; -} -inline void V0LayerParameter::set_alpha(float value) { - set_has_alpha(); - alpha_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.alpha) -} - -// optional float beta = 15 [default = 0.75]; -inline bool V0LayerParameter::has_beta() const { - return (_has_bits_[0] & 0x00004000u) != 0; -} -inline void V0LayerParameter::set_has_beta() { - _has_bits_[0] |= 0x00004000u; -} -inline void V0LayerParameter::clear_has_beta() { - _has_bits_[0] &= ~0x00004000u; -} -inline void V0LayerParameter::clear_beta() { - beta_ = 0.75f; - clear_has_beta(); -} -inline float V0LayerParameter::beta() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.beta) - return beta_; -} -inline void V0LayerParameter::set_beta(float value) { - set_has_beta(); - beta_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.beta) -} - -// optional float k = 22 [default = 1]; -inline bool V0LayerParameter::has_k() const { - return (_has_bits_[0] & 0x00008000u) != 0; -} -inline void V0LayerParameter::set_has_k() { - _has_bits_[0] |= 0x00008000u; -} -inline void V0LayerParameter::clear_has_k() { - _has_bits_[0] &= ~0x00008000u; -} -inline void V0LayerParameter::clear_k() { - k_ = 1; - clear_has_k(); -} -inline float V0LayerParameter::k() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.k) - return k_; -} -inline void V0LayerParameter::set_k(float value) { - set_has_k(); - k_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.k) -} - -// optional string source = 16; -inline bool V0LayerParameter::has_source() const { - return (_has_bits_[0] & 0x00010000u) != 0; -} -inline void V0LayerParameter::set_has_source() { - _has_bits_[0] |= 0x00010000u; -} -inline void V0LayerParameter::clear_has_source() { - _has_bits_[0] &= ~0x00010000u; -} -inline void V0LayerParameter::clear_source() { - source_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_source(); -} -inline const ::std::string& V0LayerParameter::source() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.source) - return source_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void V0LayerParameter::set_source(const ::std::string& value) { - set_has_source(); - source_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.source) -} -inline void V0LayerParameter::set_source(const char* value) { - set_has_source(); - source_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.V0LayerParameter.source) -} -inline void V0LayerParameter::set_source(const char* value, size_t size) { - set_has_source(); - source_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.V0LayerParameter.source) -} -inline ::std::string* V0LayerParameter::mutable_source() { - set_has_source(); - // @@protoc_insertion_point(field_mutable:caffe.V0LayerParameter.source) - return source_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline ::std::string* V0LayerParameter::release_source() { - // @@protoc_insertion_point(field_release:caffe.V0LayerParameter.source) - clear_has_source(); - return source_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void V0LayerParameter::set_allocated_source(::std::string* source) { - if (source != NULL) { - set_has_source(); - } else { - clear_has_source(); - } - source_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), source); - // @@protoc_insertion_point(field_set_allocated:caffe.V0LayerParameter.source) -} - -// optional float scale = 17 [default = 1]; -inline bool V0LayerParameter::has_scale() const { - return (_has_bits_[0] & 0x00020000u) != 0; -} -inline void V0LayerParameter::set_has_scale() { - _has_bits_[0] |= 0x00020000u; -} -inline void V0LayerParameter::clear_has_scale() { - _has_bits_[0] &= ~0x00020000u; -} -inline void V0LayerParameter::clear_scale() { - scale_ = 1; - clear_has_scale(); -} -inline float V0LayerParameter::scale() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.scale) - return scale_; -} -inline void V0LayerParameter::set_scale(float value) { - set_has_scale(); - scale_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.scale) -} - -// optional string meanfile = 18; -inline bool V0LayerParameter::has_meanfile() const { - return (_has_bits_[0] & 0x00040000u) != 0; -} -inline void V0LayerParameter::set_has_meanfile() { - _has_bits_[0] |= 0x00040000u; -} -inline void V0LayerParameter::clear_has_meanfile() { - _has_bits_[0] &= ~0x00040000u; -} -inline void V0LayerParameter::clear_meanfile() { - meanfile_.ClearToEmptyNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - clear_has_meanfile(); -} -inline const ::std::string& V0LayerParameter::meanfile() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.meanfile) - return meanfile_.GetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void V0LayerParameter::set_meanfile(const ::std::string& value) { - set_has_meanfile(); - meanfile_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value); - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.meanfile) -} -inline void V0LayerParameter::set_meanfile(const char* value) { - set_has_meanfile(); - meanfile_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.V0LayerParameter.meanfile) -} -inline void V0LayerParameter::set_meanfile(const char* value, size_t size) { - set_has_meanfile(); - meanfile_.SetNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.V0LayerParameter.meanfile) -} -inline ::std::string* V0LayerParameter::mutable_meanfile() { - set_has_meanfile(); - // @@protoc_insertion_point(field_mutable:caffe.V0LayerParameter.meanfile) - return meanfile_.MutableNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline ::std::string* V0LayerParameter::release_meanfile() { - // @@protoc_insertion_point(field_release:caffe.V0LayerParameter.meanfile) - clear_has_meanfile(); - return meanfile_.ReleaseNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void V0LayerParameter::set_allocated_meanfile(::std::string* meanfile) { - if (meanfile != NULL) { - set_has_meanfile(); - } else { - clear_has_meanfile(); - } - meanfile_.SetAllocatedNoArena(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), meanfile); - // @@protoc_insertion_point(field_set_allocated:caffe.V0LayerParameter.meanfile) -} - -// optional uint32 batchsize = 19; -inline bool V0LayerParameter::has_batchsize() const { - return (_has_bits_[0] & 0x00080000u) != 0; -} -inline void V0LayerParameter::set_has_batchsize() { - _has_bits_[0] |= 0x00080000u; -} -inline void V0LayerParameter::clear_has_batchsize() { - _has_bits_[0] &= ~0x00080000u; -} -inline void V0LayerParameter::clear_batchsize() { - batchsize_ = 0u; - clear_has_batchsize(); -} -inline ::google::protobuf::uint32 V0LayerParameter::batchsize() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.batchsize) - return batchsize_; -} -inline void V0LayerParameter::set_batchsize(::google::protobuf::uint32 value) { - set_has_batchsize(); - batchsize_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.batchsize) -} - -// optional uint32 cropsize = 20 [default = 0]; -inline bool V0LayerParameter::has_cropsize() const { - return (_has_bits_[0] & 0x00100000u) != 0; -} -inline void V0LayerParameter::set_has_cropsize() { - _has_bits_[0] |= 0x00100000u; -} -inline void V0LayerParameter::clear_has_cropsize() { - _has_bits_[0] &= ~0x00100000u; -} -inline void V0LayerParameter::clear_cropsize() { - cropsize_ = 0u; - clear_has_cropsize(); -} -inline ::google::protobuf::uint32 V0LayerParameter::cropsize() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.cropsize) - return cropsize_; -} -inline void V0LayerParameter::set_cropsize(::google::protobuf::uint32 value) { - set_has_cropsize(); - cropsize_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.cropsize) -} - -// optional bool mirror = 21 [default = false]; -inline bool V0LayerParameter::has_mirror() const { - return (_has_bits_[0] & 0x00200000u) != 0; -} -inline void V0LayerParameter::set_has_mirror() { - _has_bits_[0] |= 0x00200000u; -} -inline void V0LayerParameter::clear_has_mirror() { - _has_bits_[0] &= ~0x00200000u; -} -inline void V0LayerParameter::clear_mirror() { - mirror_ = false; - clear_has_mirror(); -} -inline bool V0LayerParameter::mirror() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.mirror) - return mirror_; -} -inline void V0LayerParameter::set_mirror(bool value) { - set_has_mirror(); - mirror_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.mirror) -} - -// repeated .caffe.BlobProto blobs = 50; -inline int V0LayerParameter::blobs_size() const { - return blobs_.size(); -} -inline void V0LayerParameter::clear_blobs() { - blobs_.Clear(); -} -inline const ::caffe::BlobProto& V0LayerParameter::blobs(int index) const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.blobs) - return blobs_.Get(index); -} -inline ::caffe::BlobProto* V0LayerParameter::mutable_blobs(int index) { - // @@protoc_insertion_point(field_mutable:caffe.V0LayerParameter.blobs) - return blobs_.Mutable(index); -} -inline ::caffe::BlobProto* V0LayerParameter::add_blobs() { - // @@protoc_insertion_point(field_add:caffe.V0LayerParameter.blobs) - return blobs_.Add(); -} -inline ::google::protobuf::RepeatedPtrField< ::caffe::BlobProto >* -V0LayerParameter::mutable_blobs() { - // @@protoc_insertion_point(field_mutable_list:caffe.V0LayerParameter.blobs) - return &blobs_; -} -inline const ::google::protobuf::RepeatedPtrField< ::caffe::BlobProto >& -V0LayerParameter::blobs() const { - // @@protoc_insertion_point(field_list:caffe.V0LayerParameter.blobs) - return blobs_; -} - -// repeated float blobs_lr = 51; -inline int V0LayerParameter::blobs_lr_size() const { - return blobs_lr_.size(); -} -inline void V0LayerParameter::clear_blobs_lr() { - blobs_lr_.Clear(); -} -inline float V0LayerParameter::blobs_lr(int index) const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.blobs_lr) - return blobs_lr_.Get(index); -} -inline void V0LayerParameter::set_blobs_lr(int index, float value) { - blobs_lr_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.blobs_lr) -} -inline void V0LayerParameter::add_blobs_lr(float value) { - blobs_lr_.Add(value); - // @@protoc_insertion_point(field_add:caffe.V0LayerParameter.blobs_lr) -} -inline const ::google::protobuf::RepeatedField< float >& -V0LayerParameter::blobs_lr() const { - // @@protoc_insertion_point(field_list:caffe.V0LayerParameter.blobs_lr) - return blobs_lr_; -} -inline ::google::protobuf::RepeatedField< float >* -V0LayerParameter::mutable_blobs_lr() { - // @@protoc_insertion_point(field_mutable_list:caffe.V0LayerParameter.blobs_lr) - return &blobs_lr_; -} - -// repeated float weight_decay = 52; -inline int V0LayerParameter::weight_decay_size() const { - return weight_decay_.size(); -} -inline void V0LayerParameter::clear_weight_decay() { - weight_decay_.Clear(); -} -inline float V0LayerParameter::weight_decay(int index) const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.weight_decay) - return weight_decay_.Get(index); -} -inline void V0LayerParameter::set_weight_decay(int index, float value) { - weight_decay_.Set(index, value); - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.weight_decay) -} -inline void V0LayerParameter::add_weight_decay(float value) { - weight_decay_.Add(value); - // @@protoc_insertion_point(field_add:caffe.V0LayerParameter.weight_decay) -} -inline const ::google::protobuf::RepeatedField< float >& -V0LayerParameter::weight_decay() const { - // @@protoc_insertion_point(field_list:caffe.V0LayerParameter.weight_decay) - return weight_decay_; -} -inline ::google::protobuf::RepeatedField< float >* -V0LayerParameter::mutable_weight_decay() { - // @@protoc_insertion_point(field_mutable_list:caffe.V0LayerParameter.weight_decay) - return &weight_decay_; -} - -// optional uint32 rand_skip = 53 [default = 0]; -inline bool V0LayerParameter::has_rand_skip() const { - return (_has_bits_[0] & 0x02000000u) != 0; -} -inline void V0LayerParameter::set_has_rand_skip() { - _has_bits_[0] |= 0x02000000u; -} -inline void V0LayerParameter::clear_has_rand_skip() { - _has_bits_[0] &= ~0x02000000u; -} -inline void V0LayerParameter::clear_rand_skip() { - rand_skip_ = 0u; - clear_has_rand_skip(); -} -inline ::google::protobuf::uint32 V0LayerParameter::rand_skip() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.rand_skip) - return rand_skip_; -} -inline void V0LayerParameter::set_rand_skip(::google::protobuf::uint32 value) { - set_has_rand_skip(); - rand_skip_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.rand_skip) -} - -// optional float det_fg_threshold = 54 [default = 0.5]; -inline bool V0LayerParameter::has_det_fg_threshold() const { - return (_has_bits_[0] & 0x04000000u) != 0; -} -inline void V0LayerParameter::set_has_det_fg_threshold() { - _has_bits_[0] |= 0x04000000u; -} -inline void V0LayerParameter::clear_has_det_fg_threshold() { - _has_bits_[0] &= ~0x04000000u; -} -inline void V0LayerParameter::clear_det_fg_threshold() { - det_fg_threshold_ = 0.5f; - clear_has_det_fg_threshold(); -} -inline float V0LayerParameter::det_fg_threshold() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.det_fg_threshold) - return det_fg_threshold_; -} -inline void V0LayerParameter::set_det_fg_threshold(float value) { - set_has_det_fg_threshold(); - det_fg_threshold_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.det_fg_threshold) -} - -// optional float det_bg_threshold = 55 [default = 0.5]; -inline bool V0LayerParameter::has_det_bg_threshold() const { - return (_has_bits_[0] & 0x08000000u) != 0; -} -inline void V0LayerParameter::set_has_det_bg_threshold() { - _has_bits_[0] |= 0x08000000u; -} -inline void V0LayerParameter::clear_has_det_bg_threshold() { - _has_bits_[0] &= ~0x08000000u; -} -inline void V0LayerParameter::clear_det_bg_threshold() { - det_bg_threshold_ = 0.5f; - clear_has_det_bg_threshold(); -} -inline float V0LayerParameter::det_bg_threshold() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.det_bg_threshold) - return det_bg_threshold_; -} -inline void V0LayerParameter::set_det_bg_threshold(float value) { - set_has_det_bg_threshold(); - det_bg_threshold_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.det_bg_threshold) -} - -// optional float det_fg_fraction = 56 [default = 0.25]; -inline bool V0LayerParameter::has_det_fg_fraction() const { - return (_has_bits_[0] & 0x10000000u) != 0; -} -inline void V0LayerParameter::set_has_det_fg_fraction() { - _has_bits_[0] |= 0x10000000u; -} -inline void V0LayerParameter::clear_has_det_fg_fraction() { - _has_bits_[0] &= ~0x10000000u; -} -inline void V0LayerParameter::clear_det_fg_fraction() { - det_fg_fraction_ = 0.25f; - clear_has_det_fg_fraction(); -} -inline float V0LayerParameter::det_fg_fraction() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.det_fg_fraction) - return det_fg_fraction_; -} -inline void V0LayerParameter::set_det_fg_fraction(float value) { - set_has_det_fg_fraction(); - det_fg_fraction_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.det_fg_fraction) -} - -// optional uint32 det_context_pad = 58 [default = 0]; -inline bool V0LayerParameter::has_det_context_pad() const { - return (_has_bits_[0] & 0x20000000u) != 0; -} -inline void V0LayerParameter::set_has_det_context_pad() { - _has_bits_[0] |= 0x20000000u; -} -inline void V0LayerParameter::clear_has_det_context_pad() { - _has_bits_[0] &= ~0x20000000u; -} -inline void V0LayerParameter::clear_det_context_pad() { - det_context_pad_ = 0u; - clear_has_det_context_pad(); -} -inline ::google::protobuf::uint32 V0LayerParameter::det_context_pad() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.det_context_pad) - return det_context_pad_; -} -inline void V0LayerParameter::set_det_context_pad(::google::protobuf::uint32 value) { - set_has_det_context_pad(); - det_context_pad_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.det_context_pad) -} - -// optional string det_crop_mode = 59 [default = "warp"]; -inline bool V0LayerParameter::has_det_crop_mode() const { - return (_has_bits_[0] & 0x40000000u) != 0; -} -inline void V0LayerParameter::set_has_det_crop_mode() { - _has_bits_[0] |= 0x40000000u; -} -inline void V0LayerParameter::clear_has_det_crop_mode() { - _has_bits_[0] &= ~0x40000000u; -} -inline void V0LayerParameter::clear_det_crop_mode() { - det_crop_mode_.ClearToDefaultNoArena(_default_det_crop_mode_); - clear_has_det_crop_mode(); -} -inline const ::std::string& V0LayerParameter::det_crop_mode() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.det_crop_mode) - return det_crop_mode_.GetNoArena(_default_det_crop_mode_); -} -inline void V0LayerParameter::set_det_crop_mode(const ::std::string& value) { - set_has_det_crop_mode(); - det_crop_mode_.SetNoArena(_default_det_crop_mode_, value); - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.det_crop_mode) -} -inline void V0LayerParameter::set_det_crop_mode(const char* value) { - set_has_det_crop_mode(); - det_crop_mode_.SetNoArena(_default_det_crop_mode_, ::std::string(value)); - // @@protoc_insertion_point(field_set_char:caffe.V0LayerParameter.det_crop_mode) -} -inline void V0LayerParameter::set_det_crop_mode(const char* value, size_t size) { - set_has_det_crop_mode(); - det_crop_mode_.SetNoArena(_default_det_crop_mode_, - ::std::string(reinterpret_cast(value), size)); - // @@protoc_insertion_point(field_set_pointer:caffe.V0LayerParameter.det_crop_mode) -} -inline ::std::string* V0LayerParameter::mutable_det_crop_mode() { - set_has_det_crop_mode(); - // @@protoc_insertion_point(field_mutable:caffe.V0LayerParameter.det_crop_mode) - return det_crop_mode_.MutableNoArena(_default_det_crop_mode_); -} -inline ::std::string* V0LayerParameter::release_det_crop_mode() { - // @@protoc_insertion_point(field_release:caffe.V0LayerParameter.det_crop_mode) - clear_has_det_crop_mode(); - return det_crop_mode_.ReleaseNoArena(_default_det_crop_mode_); -} -inline void V0LayerParameter::set_allocated_det_crop_mode(::std::string* det_crop_mode) { - if (det_crop_mode != NULL) { - set_has_det_crop_mode(); - } else { - clear_has_det_crop_mode(); - } - det_crop_mode_.SetAllocatedNoArena(_default_det_crop_mode_, det_crop_mode); - // @@protoc_insertion_point(field_set_allocated:caffe.V0LayerParameter.det_crop_mode) -} - -// optional int32 new_num = 60 [default = 0]; -inline bool V0LayerParameter::has_new_num() const { - return (_has_bits_[0] & 0x80000000u) != 0; -} -inline void V0LayerParameter::set_has_new_num() { - _has_bits_[0] |= 0x80000000u; -} -inline void V0LayerParameter::clear_has_new_num() { - _has_bits_[0] &= ~0x80000000u; -} -inline void V0LayerParameter::clear_new_num() { - new_num_ = 0; - clear_has_new_num(); -} -inline ::google::protobuf::int32 V0LayerParameter::new_num() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.new_num) - return new_num_; -} -inline void V0LayerParameter::set_new_num(::google::protobuf::int32 value) { - set_has_new_num(); - new_num_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.new_num) -} - -// optional int32 new_channels = 61 [default = 0]; -inline bool V0LayerParameter::has_new_channels() const { - return (_has_bits_[1] & 0x00000001u) != 0; -} -inline void V0LayerParameter::set_has_new_channels() { - _has_bits_[1] |= 0x00000001u; -} -inline void V0LayerParameter::clear_has_new_channels() { - _has_bits_[1] &= ~0x00000001u; -} -inline void V0LayerParameter::clear_new_channels() { - new_channels_ = 0; - clear_has_new_channels(); -} -inline ::google::protobuf::int32 V0LayerParameter::new_channels() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.new_channels) - return new_channels_; -} -inline void V0LayerParameter::set_new_channels(::google::protobuf::int32 value) { - set_has_new_channels(); - new_channels_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.new_channels) -} - -// optional int32 new_height = 62 [default = 0]; -inline bool V0LayerParameter::has_new_height() const { - return (_has_bits_[1] & 0x00000002u) != 0; -} -inline void V0LayerParameter::set_has_new_height() { - _has_bits_[1] |= 0x00000002u; -} -inline void V0LayerParameter::clear_has_new_height() { - _has_bits_[1] &= ~0x00000002u; -} -inline void V0LayerParameter::clear_new_height() { - new_height_ = 0; - clear_has_new_height(); -} -inline ::google::protobuf::int32 V0LayerParameter::new_height() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.new_height) - return new_height_; -} -inline void V0LayerParameter::set_new_height(::google::protobuf::int32 value) { - set_has_new_height(); - new_height_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.new_height) -} - -// optional int32 new_width = 63 [default = 0]; -inline bool V0LayerParameter::has_new_width() const { - return (_has_bits_[1] & 0x00000004u) != 0; -} -inline void V0LayerParameter::set_has_new_width() { - _has_bits_[1] |= 0x00000004u; -} -inline void V0LayerParameter::clear_has_new_width() { - _has_bits_[1] &= ~0x00000004u; -} -inline void V0LayerParameter::clear_new_width() { - new_width_ = 0; - clear_has_new_width(); -} -inline ::google::protobuf::int32 V0LayerParameter::new_width() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.new_width) - return new_width_; -} -inline void V0LayerParameter::set_new_width(::google::protobuf::int32 value) { - set_has_new_width(); - new_width_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.new_width) -} - -// optional bool shuffle_images = 64 [default = false]; -inline bool V0LayerParameter::has_shuffle_images() const { - return (_has_bits_[1] & 0x00000008u) != 0; -} -inline void V0LayerParameter::set_has_shuffle_images() { - _has_bits_[1] |= 0x00000008u; -} -inline void V0LayerParameter::clear_has_shuffle_images() { - _has_bits_[1] &= ~0x00000008u; -} -inline void V0LayerParameter::clear_shuffle_images() { - shuffle_images_ = false; - clear_has_shuffle_images(); -} -inline bool V0LayerParameter::shuffle_images() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.shuffle_images) - return shuffle_images_; -} -inline void V0LayerParameter::set_shuffle_images(bool value) { - set_has_shuffle_images(); - shuffle_images_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.shuffle_images) -} - -// optional uint32 concat_dim = 65 [default = 1]; -inline bool V0LayerParameter::has_concat_dim() const { - return (_has_bits_[1] & 0x00000010u) != 0; -} -inline void V0LayerParameter::set_has_concat_dim() { - _has_bits_[1] |= 0x00000010u; -} -inline void V0LayerParameter::clear_has_concat_dim() { - _has_bits_[1] &= ~0x00000010u; -} -inline void V0LayerParameter::clear_concat_dim() { - concat_dim_ = 1u; - clear_has_concat_dim(); -} -inline ::google::protobuf::uint32 V0LayerParameter::concat_dim() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.concat_dim) - return concat_dim_; -} -inline void V0LayerParameter::set_concat_dim(::google::protobuf::uint32 value) { - set_has_concat_dim(); - concat_dim_ = value; - // @@protoc_insertion_point(field_set:caffe.V0LayerParameter.concat_dim) -} - -// optional .caffe.HDF5OutputParameter hdf5_output_param = 1001; -inline bool V0LayerParameter::has_hdf5_output_param() const { - return (_has_bits_[1] & 0x00000020u) != 0; -} -inline void V0LayerParameter::set_has_hdf5_output_param() { - _has_bits_[1] |= 0x00000020u; -} -inline void V0LayerParameter::clear_has_hdf5_output_param() { - _has_bits_[1] &= ~0x00000020u; -} -inline void V0LayerParameter::clear_hdf5_output_param() { - if (hdf5_output_param_ != NULL) hdf5_output_param_->::caffe::HDF5OutputParameter::Clear(); - clear_has_hdf5_output_param(); -} -inline const ::caffe::HDF5OutputParameter& V0LayerParameter::hdf5_output_param() const { - // @@protoc_insertion_point(field_get:caffe.V0LayerParameter.hdf5_output_param) - return hdf5_output_param_ != NULL ? *hdf5_output_param_ - : *::caffe::HDF5OutputParameter::internal_default_instance(); -} -inline ::caffe::HDF5OutputParameter* V0LayerParameter::mutable_hdf5_output_param() { - set_has_hdf5_output_param(); - if (hdf5_output_param_ == NULL) { - hdf5_output_param_ = new ::caffe::HDF5OutputParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.V0LayerParameter.hdf5_output_param) - return hdf5_output_param_; -} -inline ::caffe::HDF5OutputParameter* V0LayerParameter::release_hdf5_output_param() { - // @@protoc_insertion_point(field_release:caffe.V0LayerParameter.hdf5_output_param) - clear_has_hdf5_output_param(); - ::caffe::HDF5OutputParameter* temp = hdf5_output_param_; - hdf5_output_param_ = NULL; - return temp; -} -inline void V0LayerParameter::set_allocated_hdf5_output_param(::caffe::HDF5OutputParameter* hdf5_output_param) { - delete hdf5_output_param_; - hdf5_output_param_ = hdf5_output_param; - if (hdf5_output_param) { - set_has_hdf5_output_param(); - } else { - clear_has_hdf5_output_param(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.V0LayerParameter.hdf5_output_param) -} - -inline const V0LayerParameter* V0LayerParameter::internal_default_instance() { - return &V0LayerParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// PReLUParameter - -// optional .caffe.FillerParameter filler = 1; -inline bool PReLUParameter::has_filler() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void PReLUParameter::set_has_filler() { - _has_bits_[0] |= 0x00000001u; -} -inline void PReLUParameter::clear_has_filler() { - _has_bits_[0] &= ~0x00000001u; -} -inline void PReLUParameter::clear_filler() { - if (filler_ != NULL) filler_->::caffe::FillerParameter::Clear(); - clear_has_filler(); -} -inline const ::caffe::FillerParameter& PReLUParameter::filler() const { - // @@protoc_insertion_point(field_get:caffe.PReLUParameter.filler) - return filler_ != NULL ? *filler_ - : *::caffe::FillerParameter::internal_default_instance(); -} -inline ::caffe::FillerParameter* PReLUParameter::mutable_filler() { - set_has_filler(); - if (filler_ == NULL) { - filler_ = new ::caffe::FillerParameter; - } - // @@protoc_insertion_point(field_mutable:caffe.PReLUParameter.filler) - return filler_; -} -inline ::caffe::FillerParameter* PReLUParameter::release_filler() { - // @@protoc_insertion_point(field_release:caffe.PReLUParameter.filler) - clear_has_filler(); - ::caffe::FillerParameter* temp = filler_; - filler_ = NULL; - return temp; -} -inline void PReLUParameter::set_allocated_filler(::caffe::FillerParameter* filler) { - delete filler_; - filler_ = filler; - if (filler) { - set_has_filler(); - } else { - clear_has_filler(); - } - // @@protoc_insertion_point(field_set_allocated:caffe.PReLUParameter.filler) -} - -// optional bool channel_shared = 2 [default = false]; -inline bool PReLUParameter::has_channel_shared() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void PReLUParameter::set_has_channel_shared() { - _has_bits_[0] |= 0x00000002u; -} -inline void PReLUParameter::clear_has_channel_shared() { - _has_bits_[0] &= ~0x00000002u; -} -inline void PReLUParameter::clear_channel_shared() { - channel_shared_ = false; - clear_has_channel_shared(); -} -inline bool PReLUParameter::channel_shared() const { - // @@protoc_insertion_point(field_get:caffe.PReLUParameter.channel_shared) - return channel_shared_; -} -inline void PReLUParameter::set_channel_shared(bool value) { - set_has_channel_shared(); - channel_shared_ = value; - // @@protoc_insertion_point(field_set:caffe.PReLUParameter.channel_shared) -} - -inline const PReLUParameter* PReLUParameter::internal_default_instance() { - return &PReLUParameter_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// NormalizedBBox - -// optional float xmin = 1; -inline bool NormalizedBBox::has_xmin() const { - return (_has_bits_[0] & 0x00000001u) != 0; -} -inline void NormalizedBBox::set_has_xmin() { - _has_bits_[0] |= 0x00000001u; -} -inline void NormalizedBBox::clear_has_xmin() { - _has_bits_[0] &= ~0x00000001u; -} -inline void NormalizedBBox::clear_xmin() { - xmin_ = 0; - clear_has_xmin(); -} -inline float NormalizedBBox::xmin() const { - // @@protoc_insertion_point(field_get:caffe.NormalizedBBox.xmin) - return xmin_; -} -inline void NormalizedBBox::set_xmin(float value) { - set_has_xmin(); - xmin_ = value; - // @@protoc_insertion_point(field_set:caffe.NormalizedBBox.xmin) -} - -// optional float ymin = 2; -inline bool NormalizedBBox::has_ymin() const { - return (_has_bits_[0] & 0x00000002u) != 0; -} -inline void NormalizedBBox::set_has_ymin() { - _has_bits_[0] |= 0x00000002u; -} -inline void NormalizedBBox::clear_has_ymin() { - _has_bits_[0] &= ~0x00000002u; -} -inline void NormalizedBBox::clear_ymin() { - ymin_ = 0; - clear_has_ymin(); -} -inline float NormalizedBBox::ymin() const { - // @@protoc_insertion_point(field_get:caffe.NormalizedBBox.ymin) - return ymin_; -} -inline void NormalizedBBox::set_ymin(float value) { - set_has_ymin(); - ymin_ = value; - // @@protoc_insertion_point(field_set:caffe.NormalizedBBox.ymin) -} - -// optional float xmax = 3; -inline bool NormalizedBBox::has_xmax() const { - return (_has_bits_[0] & 0x00000004u) != 0; -} -inline void NormalizedBBox::set_has_xmax() { - _has_bits_[0] |= 0x00000004u; -} -inline void NormalizedBBox::clear_has_xmax() { - _has_bits_[0] &= ~0x00000004u; -} -inline void NormalizedBBox::clear_xmax() { - xmax_ = 0; - clear_has_xmax(); -} -inline float NormalizedBBox::xmax() const { - // @@protoc_insertion_point(field_get:caffe.NormalizedBBox.xmax) - return xmax_; -} -inline void NormalizedBBox::set_xmax(float value) { - set_has_xmax(); - xmax_ = value; - // @@protoc_insertion_point(field_set:caffe.NormalizedBBox.xmax) -} - -// optional float ymax = 4; -inline bool NormalizedBBox::has_ymax() const { - return (_has_bits_[0] & 0x00000008u) != 0; -} -inline void NormalizedBBox::set_has_ymax() { - _has_bits_[0] |= 0x00000008u; -} -inline void NormalizedBBox::clear_has_ymax() { - _has_bits_[0] &= ~0x00000008u; -} -inline void NormalizedBBox::clear_ymax() { - ymax_ = 0; - clear_has_ymax(); -} -inline float NormalizedBBox::ymax() const { - // @@protoc_insertion_point(field_get:caffe.NormalizedBBox.ymax) - return ymax_; -} -inline void NormalizedBBox::set_ymax(float value) { - set_has_ymax(); - ymax_ = value; - // @@protoc_insertion_point(field_set:caffe.NormalizedBBox.ymax) -} - -// optional int32 label = 5; -inline bool NormalizedBBox::has_label() const { - return (_has_bits_[0] & 0x00000010u) != 0; -} -inline void NormalizedBBox::set_has_label() { - _has_bits_[0] |= 0x00000010u; -} -inline void NormalizedBBox::clear_has_label() { - _has_bits_[0] &= ~0x00000010u; -} -inline void NormalizedBBox::clear_label() { - label_ = 0; - clear_has_label(); -} -inline ::google::protobuf::int32 NormalizedBBox::label() const { - // @@protoc_insertion_point(field_get:caffe.NormalizedBBox.label) - return label_; -} -inline void NormalizedBBox::set_label(::google::protobuf::int32 value) { - set_has_label(); - label_ = value; - // @@protoc_insertion_point(field_set:caffe.NormalizedBBox.label) -} - -// optional bool difficult = 6; -inline bool NormalizedBBox::has_difficult() const { - return (_has_bits_[0] & 0x00000020u) != 0; -} -inline void NormalizedBBox::set_has_difficult() { - _has_bits_[0] |= 0x00000020u; -} -inline void NormalizedBBox::clear_has_difficult() { - _has_bits_[0] &= ~0x00000020u; -} -inline void NormalizedBBox::clear_difficult() { - difficult_ = false; - clear_has_difficult(); -} -inline bool NormalizedBBox::difficult() const { - // @@protoc_insertion_point(field_get:caffe.NormalizedBBox.difficult) - return difficult_; -} -inline void NormalizedBBox::set_difficult(bool value) { - set_has_difficult(); - difficult_ = value; - // @@protoc_insertion_point(field_set:caffe.NormalizedBBox.difficult) -} - -// optional float score = 7; -inline bool NormalizedBBox::has_score() const { - return (_has_bits_[0] & 0x00000040u) != 0; -} -inline void NormalizedBBox::set_has_score() { - _has_bits_[0] |= 0x00000040u; -} -inline void NormalizedBBox::clear_has_score() { - _has_bits_[0] &= ~0x00000040u; -} -inline void NormalizedBBox::clear_score() { - score_ = 0; - clear_has_score(); -} -inline float NormalizedBBox::score() const { - // @@protoc_insertion_point(field_get:caffe.NormalizedBBox.score) - return score_; -} -inline void NormalizedBBox::set_score(float value) { - set_has_score(); - score_ = value; - // @@protoc_insertion_point(field_set:caffe.NormalizedBBox.score) -} - -// optional float size = 8; -inline bool NormalizedBBox::has_size() const { - return (_has_bits_[0] & 0x00000080u) != 0; -} -inline void NormalizedBBox::set_has_size() { - _has_bits_[0] |= 0x00000080u; -} -inline void NormalizedBBox::clear_has_size() { - _has_bits_[0] &= ~0x00000080u; -} -inline void NormalizedBBox::clear_size() { - size_ = 0; - clear_has_size(); -} -inline float NormalizedBBox::size() const { - // @@protoc_insertion_point(field_get:caffe.NormalizedBBox.size) - return size_; -} -inline void NormalizedBBox::set_size(float value) { - set_has_size(); - size_ = value; - // @@protoc_insertion_point(field_set:caffe.NormalizedBBox.size) -} - -inline const NormalizedBBox* NormalizedBBox::internal_default_instance() { - return &NormalizedBBox_default_instance_.get(); -} -#endif // !PROTOBUF_INLINE_NOT_IN_HEADERS -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - - -// @@protoc_insertion_point(namespace_scope) - -} // namespace caffe - -#ifndef SWIG -namespace google { -namespace protobuf { - -template <> struct is_proto_enum< ::caffe::PriorBoxParameter_CodeType> : ::google::protobuf::internal::true_type {}; -template <> -inline const EnumDescriptor* GetEnumDescriptor< ::caffe::PriorBoxParameter_CodeType>() { - return ::caffe::PriorBoxParameter_CodeType_descriptor(); -} -template <> struct is_proto_enum< ::caffe::FillerParameter_VarianceNorm> : ::google::protobuf::internal::true_type {}; -template <> -inline const EnumDescriptor* GetEnumDescriptor< ::caffe::FillerParameter_VarianceNorm>() { - return ::caffe::FillerParameter_VarianceNorm_descriptor(); -} -template <> struct is_proto_enum< ::caffe::SolverParameter_SnapshotFormat> : ::google::protobuf::internal::true_type {}; -template <> -inline const EnumDescriptor* GetEnumDescriptor< ::caffe::SolverParameter_SnapshotFormat>() { - return ::caffe::SolverParameter_SnapshotFormat_descriptor(); -} -template <> struct is_proto_enum< ::caffe::SolverParameter_SolverMode> : ::google::protobuf::internal::true_type {}; -template <> -inline const EnumDescriptor* GetEnumDescriptor< ::caffe::SolverParameter_SolverMode>() { - return ::caffe::SolverParameter_SolverMode_descriptor(); -} -template <> struct is_proto_enum< ::caffe::SolverParameter_SolverType> : ::google::protobuf::internal::true_type {}; -template <> -inline const EnumDescriptor* GetEnumDescriptor< ::caffe::SolverParameter_SolverType>() { - return ::caffe::SolverParameter_SolverType_descriptor(); -} -template <> struct is_proto_enum< ::caffe::ParamSpec_DimCheckMode> : ::google::protobuf::internal::true_type {}; -template <> -inline const EnumDescriptor* GetEnumDescriptor< ::caffe::ParamSpec_DimCheckMode>() { - return ::caffe::ParamSpec_DimCheckMode_descriptor(); -} -template <> struct is_proto_enum< ::caffe::LossParameter_NormalizationMode> : ::google::protobuf::internal::true_type {}; -template <> -inline const EnumDescriptor* GetEnumDescriptor< ::caffe::LossParameter_NormalizationMode>() { - return ::caffe::LossParameter_NormalizationMode_descriptor(); -} -template <> struct is_proto_enum< ::caffe::ConvolutionParameter_Engine> : ::google::protobuf::internal::true_type {}; -template <> -inline const EnumDescriptor* GetEnumDescriptor< ::caffe::ConvolutionParameter_Engine>() { - return ::caffe::ConvolutionParameter_Engine_descriptor(); -} -template <> struct is_proto_enum< ::caffe::DataParameter_DB> : ::google::protobuf::internal::true_type {}; -template <> -inline const EnumDescriptor* GetEnumDescriptor< ::caffe::DataParameter_DB>() { - return ::caffe::DataParameter_DB_descriptor(); -} -template <> struct is_proto_enum< ::caffe::EltwiseParameter_EltwiseOp> : ::google::protobuf::internal::true_type {}; -template <> -inline const EnumDescriptor* GetEnumDescriptor< ::caffe::EltwiseParameter_EltwiseOp>() { - return ::caffe::EltwiseParameter_EltwiseOp_descriptor(); -} -template <> struct is_proto_enum< ::caffe::HingeLossParameter_Norm> : ::google::protobuf::internal::true_type {}; -template <> -inline const EnumDescriptor* GetEnumDescriptor< ::caffe::HingeLossParameter_Norm>() { - return ::caffe::HingeLossParameter_Norm_descriptor(); -} -template <> struct is_proto_enum< ::caffe::LRNParameter_NormRegion> : ::google::protobuf::internal::true_type {}; -template <> -inline const EnumDescriptor* GetEnumDescriptor< ::caffe::LRNParameter_NormRegion>() { - return ::caffe::LRNParameter_NormRegion_descriptor(); -} -template <> struct is_proto_enum< ::caffe::LRNParameter_Engine> : ::google::protobuf::internal::true_type {}; -template <> -inline const EnumDescriptor* GetEnumDescriptor< ::caffe::LRNParameter_Engine>() { - return ::caffe::LRNParameter_Engine_descriptor(); -} -template <> struct is_proto_enum< ::caffe::PoolingParameter_PoolMethod> : ::google::protobuf::internal::true_type {}; -template <> -inline const EnumDescriptor* GetEnumDescriptor< ::caffe::PoolingParameter_PoolMethod>() { - return ::caffe::PoolingParameter_PoolMethod_descriptor(); -} -template <> struct is_proto_enum< ::caffe::PoolingParameter_Engine> : ::google::protobuf::internal::true_type {}; -template <> -inline const EnumDescriptor* GetEnumDescriptor< ::caffe::PoolingParameter_Engine>() { - return ::caffe::PoolingParameter_Engine_descriptor(); -} -template <> struct is_proto_enum< ::caffe::ReductionParameter_ReductionOp> : ::google::protobuf::internal::true_type {}; -template <> -inline const EnumDescriptor* GetEnumDescriptor< ::caffe::ReductionParameter_ReductionOp>() { - return ::caffe::ReductionParameter_ReductionOp_descriptor(); -} -template <> struct is_proto_enum< ::caffe::ReLUParameter_Engine> : ::google::protobuf::internal::true_type {}; -template <> -inline const EnumDescriptor* GetEnumDescriptor< ::caffe::ReLUParameter_Engine>() { - return ::caffe::ReLUParameter_Engine_descriptor(); -} -template <> struct is_proto_enum< ::caffe::SigmoidParameter_Engine> : ::google::protobuf::internal::true_type {}; -template <> -inline const EnumDescriptor* GetEnumDescriptor< ::caffe::SigmoidParameter_Engine>() { - return ::caffe::SigmoidParameter_Engine_descriptor(); -} -template <> struct is_proto_enum< ::caffe::SoftmaxParameter_Engine> : ::google::protobuf::internal::true_type {}; -template <> -inline const EnumDescriptor* GetEnumDescriptor< ::caffe::SoftmaxParameter_Engine>() { - return ::caffe::SoftmaxParameter_Engine_descriptor(); -} -template <> struct is_proto_enum< ::caffe::TanHParameter_Engine> : ::google::protobuf::internal::true_type {}; -template <> -inline const EnumDescriptor* GetEnumDescriptor< ::caffe::TanHParameter_Engine>() { - return ::caffe::TanHParameter_Engine_descriptor(); -} -template <> struct is_proto_enum< ::caffe::SPPParameter_PoolMethod> : ::google::protobuf::internal::true_type {}; -template <> -inline const EnumDescriptor* GetEnumDescriptor< ::caffe::SPPParameter_PoolMethod>() { - return ::caffe::SPPParameter_PoolMethod_descriptor(); -} -template <> struct is_proto_enum< ::caffe::SPPParameter_Engine> : ::google::protobuf::internal::true_type {}; -template <> -inline const EnumDescriptor* GetEnumDescriptor< ::caffe::SPPParameter_Engine>() { - return ::caffe::SPPParameter_Engine_descriptor(); -} -template <> struct is_proto_enum< ::caffe::V1LayerParameter_LayerType> : ::google::protobuf::internal::true_type {}; -template <> -inline const EnumDescriptor* GetEnumDescriptor< ::caffe::V1LayerParameter_LayerType>() { - return ::caffe::V1LayerParameter_LayerType_descriptor(); -} -template <> struct is_proto_enum< ::caffe::V1LayerParameter_DimCheckMode> : ::google::protobuf::internal::true_type {}; -template <> -inline const EnumDescriptor* GetEnumDescriptor< ::caffe::V1LayerParameter_DimCheckMode>() { - return ::caffe::V1LayerParameter_DimCheckMode_descriptor(); -} -template <> struct is_proto_enum< ::caffe::V0LayerParameter_PoolMethod> : ::google::protobuf::internal::true_type {}; -template <> -inline const EnumDescriptor* GetEnumDescriptor< ::caffe::V0LayerParameter_PoolMethod>() { - return ::caffe::V0LayerParameter_PoolMethod_descriptor(); -} -template <> struct is_proto_enum< ::caffe::Phase> : ::google::protobuf::internal::true_type {}; -template <> -inline const EnumDescriptor* GetEnumDescriptor< ::caffe::Phase>() { - return ::caffe::Phase_descriptor(); -} - -} // namespace protobuf -} // namespace google -#endif // SWIG - -// @@protoc_insertion_point(global_scope) - -#endif // PROTOBUF_caffe_2eproto__INCLUDED diff --git a/modules/dnn/misc/python/pyopencv_dnn.hpp b/modules/dnn/misc/python/pyopencv_dnn.hpp deleted file mode 100644 index 312e5fcc5..000000000 --- a/modules/dnn/misc/python/pyopencv_dnn.hpp +++ /dev/null @@ -1,39 +0,0 @@ -#ifdef HAVE_OPENCV_DNN -typedef dnn::DictValue LayerId; -typedef std::vector vector_MatShape; -typedef std::vector > vector_vector_MatShape; -typedef std::vector vector_size_t; -typedef std::vector > vector_vector_Mat; - -template<> -bool pyopencv_to(PyObject *o, dnn::DictValue &dv, const char *name) -{ - (void)name; - if (!o || o == Py_None) - return true; //Current state will be used - else if (PyLong_Check(o)) - { - dv = dnn::DictValue((int64)PyLong_AsLongLong(o)); - return true; - } - else if (PyFloat_Check(o)) - { - dv = dnn::DictValue(PyFloat_AS_DOUBLE(o)); - return true; - } - else if (PyString_Check(o)) - { - dv = dnn::DictValue(String(PyString_AsString(o))); - return true; - } - else - return false; -} - -template<> -bool pyopencv_to(PyObject *o, std::vector &blobs, const char *name) //required for Layer::blobs RW -{ - return pyopencvVecConverter::to(o, blobs, ArgInfo(name, false)); -} - -#endif diff --git a/modules/dnn/misc/tensorflow/attr_value.pb.cc b/modules/dnn/misc/tensorflow/attr_value.pb.cc deleted file mode 100644 index deb3320e1..000000000 --- a/modules/dnn/misc/tensorflow/attr_value.pb.cc +++ /dev/null @@ -1,3014 +0,0 @@ -// Generated by the protocol buffer compiler. DO NOT EDIT! -// source: attr_value.proto - -#define INTERNAL_SUPPRESS_PROTOBUF_FIELD_DEPRECATION -#include "attr_value.pb.h" - -#include - -#include -#include -#include -#include -#include -#include -#include -#include -#include -// @@protoc_insertion_point(includes) - -namespace tensorflow { - -namespace { - -const ::google::protobuf::Descriptor* AttrValue_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - AttrValue_reflection_ = NULL; -struct AttrValueOneofInstance { - ::google::protobuf::internal::ArenaStringPtr s_; - ::google::protobuf::int64 i_; - float f_; - bool b_; - int type_; - const ::tensorflow::TensorShapeProto* shape_; - const ::tensorflow::TensorProto* tensor_; - const ::tensorflow::AttrValue_ListValue* list_; - const ::tensorflow::NameAttrList* func_; - ::google::protobuf::internal::ArenaStringPtr placeholder_; -}* AttrValue_default_oneof_instance_ = NULL; -const ::google::protobuf::Descriptor* AttrValue_ListValue_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - AttrValue_ListValue_reflection_ = NULL; -const ::google::protobuf::Descriptor* NameAttrList_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - NameAttrList_reflection_ = NULL; -const ::google::protobuf::Descriptor* NameAttrList_AttrEntry_descriptor_ = NULL; - -} // namespace - - -void protobuf_AssignDesc_attr_5fvalue_2eproto() GOOGLE_ATTRIBUTE_COLD; -void protobuf_AssignDesc_attr_5fvalue_2eproto() { - protobuf_AddDesc_attr_5fvalue_2eproto(); - const ::google::protobuf::FileDescriptor* file = - ::google::protobuf::DescriptorPool::generated_pool()->FindFileByName( - "attr_value.proto"); - GOOGLE_CHECK(file != NULL); - AttrValue_descriptor_ = file->message_type(0); - static const int AttrValue_offsets_[11] = { - PROTO2_GENERATED_DEFAULT_ONEOF_FIELD_OFFSET(AttrValue_default_oneof_instance_, s_), - PROTO2_GENERATED_DEFAULT_ONEOF_FIELD_OFFSET(AttrValue_default_oneof_instance_, i_), - PROTO2_GENERATED_DEFAULT_ONEOF_FIELD_OFFSET(AttrValue_default_oneof_instance_, f_), - PROTO2_GENERATED_DEFAULT_ONEOF_FIELD_OFFSET(AttrValue_default_oneof_instance_, b_), - PROTO2_GENERATED_DEFAULT_ONEOF_FIELD_OFFSET(AttrValue_default_oneof_instance_, type_), - PROTO2_GENERATED_DEFAULT_ONEOF_FIELD_OFFSET(AttrValue_default_oneof_instance_, shape_), - PROTO2_GENERATED_DEFAULT_ONEOF_FIELD_OFFSET(AttrValue_default_oneof_instance_, tensor_), - PROTO2_GENERATED_DEFAULT_ONEOF_FIELD_OFFSET(AttrValue_default_oneof_instance_, list_), - PROTO2_GENERATED_DEFAULT_ONEOF_FIELD_OFFSET(AttrValue_default_oneof_instance_, func_), - PROTO2_GENERATED_DEFAULT_ONEOF_FIELD_OFFSET(AttrValue_default_oneof_instance_, placeholder_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(AttrValue, value_), - }; - AttrValue_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - AttrValue_descriptor_, - AttrValue::internal_default_instance(), - AttrValue_offsets_, - -1, - -1, - -1, - AttrValue_default_oneof_instance_, - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(AttrValue, _oneof_case_[0]), - sizeof(AttrValue), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(AttrValue, _internal_metadata_)); - AttrValue_ListValue_descriptor_ = AttrValue_descriptor_->nested_type(0); - static const int AttrValue_ListValue_offsets_[7] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(AttrValue_ListValue, s_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(AttrValue_ListValue, i_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(AttrValue_ListValue, f_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(AttrValue_ListValue, b_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(AttrValue_ListValue, type_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(AttrValue_ListValue, shape_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(AttrValue_ListValue, tensor_), - }; - AttrValue_ListValue_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - AttrValue_ListValue_descriptor_, - AttrValue_ListValue::internal_default_instance(), - AttrValue_ListValue_offsets_, - -1, - -1, - -1, - sizeof(AttrValue_ListValue), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(AttrValue_ListValue, _internal_metadata_)); - NameAttrList_descriptor_ = file->message_type(1); - static const int NameAttrList_offsets_[2] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NameAttrList, name_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NameAttrList, attr_), - }; - NameAttrList_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - NameAttrList_descriptor_, - NameAttrList::internal_default_instance(), - NameAttrList_offsets_, - -1, - -1, - -1, - sizeof(NameAttrList), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NameAttrList, _internal_metadata_)); - NameAttrList_AttrEntry_descriptor_ = NameAttrList_descriptor_->nested_type(0); -} - -namespace { - -GOOGLE_PROTOBUF_DECLARE_ONCE(protobuf_AssignDescriptors_once_); -void protobuf_AssignDescriptorsOnce() { - ::google::protobuf::GoogleOnceInit(&protobuf_AssignDescriptors_once_, - &protobuf_AssignDesc_attr_5fvalue_2eproto); -} - -void protobuf_RegisterTypes(const ::std::string&) GOOGLE_ATTRIBUTE_COLD; -void protobuf_RegisterTypes(const ::std::string&) { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - AttrValue_descriptor_, AttrValue::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - AttrValue_ListValue_descriptor_, AttrValue_ListValue::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - NameAttrList_descriptor_, NameAttrList::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - NameAttrList_AttrEntry_descriptor_, - ::google::protobuf::internal::MapEntry< - ::std::string, - ::tensorflow::AttrValue, - ::google::protobuf::internal::WireFormatLite::TYPE_STRING, - ::google::protobuf::internal::WireFormatLite::TYPE_MESSAGE, - 0>::CreateDefaultInstance( - NameAttrList_AttrEntry_descriptor_)); -} - -} // namespace - -void protobuf_ShutdownFile_attr_5fvalue_2eproto() { - AttrValue_default_instance_.Shutdown(); - delete AttrValue_default_oneof_instance_; - delete AttrValue_reflection_; - AttrValue_ListValue_default_instance_.Shutdown(); - delete AttrValue_ListValue_reflection_; - NameAttrList_default_instance_.Shutdown(); - delete NameAttrList_reflection_; -} - -void protobuf_InitDefaults_attr_5fvalue_2eproto_impl() { - GOOGLE_PROTOBUF_VERIFY_VERSION; - - ::tensorflow::protobuf_InitDefaults_tensor_2eproto(); - ::tensorflow::protobuf_InitDefaults_tensor_5fshape_2eproto(); - ::tensorflow::protobuf_InitDefaults_types_2eproto(); - ::google::protobuf::internal::GetEmptyString(); - AttrValue_default_instance_.DefaultConstruct(); - AttrValue_default_oneof_instance_ = new AttrValueOneofInstance(); - ::google::protobuf::internal::GetEmptyString(); - AttrValue_ListValue_default_instance_.DefaultConstruct(); - ::google::protobuf::internal::GetEmptyString(); - NameAttrList_default_instance_.DefaultConstruct(); - AttrValue_default_instance_.get_mutable()->InitAsDefaultInstance(); - AttrValue_ListValue_default_instance_.get_mutable()->InitAsDefaultInstance(); - NameAttrList_default_instance_.get_mutable()->InitAsDefaultInstance(); -} - -GOOGLE_PROTOBUF_DECLARE_ONCE(protobuf_InitDefaults_attr_5fvalue_2eproto_once_); -void protobuf_InitDefaults_attr_5fvalue_2eproto() { - ::google::protobuf::GoogleOnceInit(&protobuf_InitDefaults_attr_5fvalue_2eproto_once_, - &protobuf_InitDefaults_attr_5fvalue_2eproto_impl); -} -void protobuf_AddDesc_attr_5fvalue_2eproto_impl() { - GOOGLE_PROTOBUF_VERIFY_VERSION; - - protobuf_InitDefaults_attr_5fvalue_2eproto(); - ::google::protobuf::DescriptorPool::InternalAddGeneratedFile( - "\n\020attr_value.proto\022\ntensorflow\032\014tensor.p" - "roto\032\022tensor_shape.proto\032\013types.proto\"\376\003" - "\n\tAttrValue\022\013\n\001s\030\002 \001(\014H\000\022\013\n\001i\030\003 \001(\003H\000\022\013\n" - "\001f\030\004 \001(\002H\000\022\013\n\001b\030\005 \001(\010H\000\022$\n\004type\030\006 \001(\0162\024." - "tensorflow.DataTypeH\000\022-\n\005shape\030\007 \001(\0132\034.t" - "ensorflow.TensorShapeProtoH\000\022)\n\006tensor\030\010" - " \001(\0132\027.tensorflow.TensorProtoH\000\022/\n\004list\030" - "\001 \001(\0132\037.tensorflow.AttrValue.ListValueH\000" - "\022(\n\004func\030\n \001(\0132\030.tensorflow.NameAttrList" - "H\000\022\025\n\013placeholder\030\t \001(\tH\000\032\301\001\n\tListValue\022" - "\t\n\001s\030\002 \003(\014\022\r\n\001i\030\003 \003(\003B\002\020\001\022\r\n\001f\030\004 \003(\002B\002\020\001" - "\022\r\n\001b\030\005 \003(\010B\002\020\001\022&\n\004type\030\006 \003(\0162\024.tensorfl" - "ow.DataTypeB\002\020\001\022+\n\005shape\030\007 \003(\0132\034.tensorf" - "low.TensorShapeProto\022\'\n\006tensor\030\010 \003(\0132\027.t" - "ensorflow.TensorProtoB\007\n\005value\"\222\001\n\014NameA" - "ttrList\022\014\n\004name\030\001 \001(\t\0220\n\004attr\030\002 \003(\0132\".te" - "nsorflow.NameAttrList.AttrEntry\032B\n\tAttrE" - "ntry\022\013\n\003key\030\001 \001(\t\022$\n\005value\030\002 \001(\0132\025.tenso" - "rflow.AttrValue:\0028\001B0\n\030org.tensorflow.fr" - "ameworkB\017AttrValueProtosP\001\370\001\001b\006proto3", 797); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedFile( - "attr_value.proto", &protobuf_RegisterTypes); - ::tensorflow::protobuf_AddDesc_tensor_2eproto(); - ::tensorflow::protobuf_AddDesc_tensor_5fshape_2eproto(); - ::tensorflow::protobuf_AddDesc_types_2eproto(); - ::google::protobuf::internal::OnShutdown(&protobuf_ShutdownFile_attr_5fvalue_2eproto); -} - -GOOGLE_PROTOBUF_DECLARE_ONCE(protobuf_AddDesc_attr_5fvalue_2eproto_once_); -void protobuf_AddDesc_attr_5fvalue_2eproto() { - ::google::protobuf::GoogleOnceInit(&protobuf_AddDesc_attr_5fvalue_2eproto_once_, - &protobuf_AddDesc_attr_5fvalue_2eproto_impl); -} -// Force AddDescriptors() to be called at static initialization time. -struct StaticDescriptorInitializer_attr_5fvalue_2eproto { - StaticDescriptorInitializer_attr_5fvalue_2eproto() { - protobuf_AddDesc_attr_5fvalue_2eproto(); - } -} static_descriptor_initializer_attr_5fvalue_2eproto_; - -namespace { - -static void MergeFromFail(int line) GOOGLE_ATTRIBUTE_COLD GOOGLE_ATTRIBUTE_NORETURN; -static void MergeFromFail(int line) { - ::google::protobuf::internal::MergeFromFail(__FILE__, line); -} - -} // namespace - - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int AttrValue_ListValue::kSFieldNumber; -const int AttrValue_ListValue::kIFieldNumber; -const int AttrValue_ListValue::kFFieldNumber; -const int AttrValue_ListValue::kBFieldNumber; -const int AttrValue_ListValue::kTypeFieldNumber; -const int AttrValue_ListValue::kShapeFieldNumber; -const int AttrValue_ListValue::kTensorFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -AttrValue_ListValue::AttrValue_ListValue() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_attr_5fvalue_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:tensorflow.AttrValue.ListValue) -} -AttrValue_ListValue::AttrValue_ListValue(::google::protobuf::Arena* arena) - : ::google::protobuf::Message(), - _internal_metadata_(arena), - s_(arena), - i_(arena), - f_(arena), - b_(arena), - type_(arena), - shape_(arena), - tensor_(arena) { -#ifdef GOOGLE_PROTOBUF_NO_STATIC_INITIALIZER - protobuf_InitDefaults_attr_5fvalue_2eproto(); -#endif // GOOGLE_PROTOBUF_NO_STATIC_INITIALIZER - SharedCtor(); - RegisterArenaDtor(arena); - // @@protoc_insertion_point(arena_constructor:tensorflow.AttrValue.ListValue) -} - -void AttrValue_ListValue::InitAsDefaultInstance() { -} - -AttrValue_ListValue::AttrValue_ListValue(const AttrValue_ListValue& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:tensorflow.AttrValue.ListValue) -} - -void AttrValue_ListValue::SharedCtor() { - _cached_size_ = 0; -} - -AttrValue_ListValue::~AttrValue_ListValue() { - // @@protoc_insertion_point(destructor:tensorflow.AttrValue.ListValue) - SharedDtor(); -} - -void AttrValue_ListValue::SharedDtor() { - ::google::protobuf::Arena* arena = GetArenaNoVirtual(); - if (arena != NULL) { - return; - } - -} - -void AttrValue_ListValue::ArenaDtor(void* object) { - AttrValue_ListValue* _this = reinterpret_cast< AttrValue_ListValue* >(object); - (void)_this; -} -void AttrValue_ListValue::RegisterArenaDtor(::google::protobuf::Arena* arena) { -} -void AttrValue_ListValue::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* AttrValue_ListValue::descriptor() { - protobuf_AssignDescriptorsOnce(); - return AttrValue_ListValue_descriptor_; -} - -const AttrValue_ListValue& AttrValue_ListValue::default_instance() { - protobuf_InitDefaults_attr_5fvalue_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed AttrValue_ListValue_default_instance_; - -AttrValue_ListValue* AttrValue_ListValue::New(::google::protobuf::Arena* arena) const { - return ::google::protobuf::Arena::CreateMessage(arena); -} - -void AttrValue_ListValue::Clear() { -// @@protoc_insertion_point(message_clear_start:tensorflow.AttrValue.ListValue) - s_.Clear(); - i_.Clear(); - f_.Clear(); - b_.Clear(); - type_.Clear(); - shape_.Clear(); - tensor_.Clear(); -} - -bool AttrValue_ListValue::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:tensorflow.AttrValue.ListValue) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // repeated bytes s = 2; - case 2: { - if (tag == 18) { - parse_s: - DO_(::google::protobuf::internal::WireFormatLite::ReadBytes( - input, this->add_s())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(18)) goto parse_s; - if (input->ExpectTag(26)) goto parse_i; - break; - } - - // repeated int64 i = 3 [packed = true]; - case 3: { - if (tag == 26) { - parse_i: - DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitive< - ::google::protobuf::int64, ::google::protobuf::internal::WireFormatLite::TYPE_INT64>( - input, this->mutable_i()))); - } else if (tag == 24) { - DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitiveNoInline< - ::google::protobuf::int64, ::google::protobuf::internal::WireFormatLite::TYPE_INT64>( - 1, 26, input, this->mutable_i()))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(34)) goto parse_f; - break; - } - - // repeated float f = 4 [packed = true]; - case 4: { - if (tag == 34) { - parse_f: - DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, this->mutable_f()))); - } else if (tag == 37) { - DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitiveNoInline< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - 1, 34, input, this->mutable_f()))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(42)) goto parse_b; - break; - } - - // repeated bool b = 5 [packed = true]; - case 5: { - if (tag == 42) { - parse_b: - DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, this->mutable_b()))); - } else if (tag == 40) { - DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitiveNoInline< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - 1, 42, input, this->mutable_b()))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(50)) goto parse_type; - break; - } - - // repeated .tensorflow.DataType type = 6 [packed = true]; - case 6: { - if (tag == 50) { - parse_type: - ::google::protobuf::uint32 length; - DO_(input->ReadVarint32(&length)); - ::google::protobuf::io::CodedInputStream::Limit limit = input->PushLimit(length); - while (input->BytesUntilLimit() > 0) { - int value; - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - int, ::google::protobuf::internal::WireFormatLite::TYPE_ENUM>( - input, &value))); - add_type(static_cast< ::tensorflow::DataType >(value)); - } - input->PopLimit(limit); - } else if (tag == 48) { - int value; - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - int, ::google::protobuf::internal::WireFormatLite::TYPE_ENUM>( - input, &value))); - add_type(static_cast< ::tensorflow::DataType >(value)); - } else { - goto handle_unusual; - } - if (input->ExpectTag(58)) goto parse_shape; - break; - } - - // repeated .tensorflow.TensorShapeProto shape = 7; - case 7: { - if (tag == 58) { - parse_shape: - DO_(input->IncrementRecursionDepth()); - parse_loop_shape: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtualNoRecursionDepth( - input, add_shape())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(58)) goto parse_loop_shape; - if (input->ExpectTag(66)) goto parse_loop_tensor; - input->UnsafeDecrementRecursionDepth(); - break; - } - - // repeated .tensorflow.TensorProto tensor = 8; - case 8: { - if (tag == 66) { - DO_(input->IncrementRecursionDepth()); - parse_loop_tensor: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtualNoRecursionDepth( - input, add_tensor())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(66)) goto parse_loop_tensor; - input->UnsafeDecrementRecursionDepth(); - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormatLite::SkipField(input, tag)); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:tensorflow.AttrValue.ListValue) - return true; -failure: - // @@protoc_insertion_point(parse_failure:tensorflow.AttrValue.ListValue) - return false; -#undef DO_ -} - -void AttrValue_ListValue::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:tensorflow.AttrValue.ListValue) - // repeated bytes s = 2; - for (int i = 0; i < this->s_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteBytes( - 2, this->s(i), output); - } - - // repeated int64 i = 3 [packed = true]; - if (this->i_size() > 0) { - ::google::protobuf::internal::WireFormatLite::WriteTag(3, ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED, output); - output->WriteVarint32(_i_cached_byte_size_); - } - for (int i = 0; i < this->i_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteInt64NoTag( - this->i(i), output); - } - - // repeated float f = 4 [packed = true]; - if (this->f_size() > 0) { - ::google::protobuf::internal::WireFormatLite::WriteTag(4, ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED, output); - output->WriteVarint32(_f_cached_byte_size_); - } - for (int i = 0; i < this->f_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteFloatNoTag( - this->f(i), output); - } - - // repeated bool b = 5 [packed = true]; - if (this->b_size() > 0) { - ::google::protobuf::internal::WireFormatLite::WriteTag(5, ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED, output); - output->WriteVarint32(_b_cached_byte_size_); - } - for (int i = 0; i < this->b_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteBoolNoTag( - this->b(i), output); - } - - // repeated .tensorflow.DataType type = 6 [packed = true]; - if (this->type_size() > 0) { - ::google::protobuf::internal::WireFormatLite::WriteTag( - 6, - ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED, - output); - output->WriteVarint32(_type_cached_byte_size_); - } - for (int i = 0; i < this->type_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteEnumNoTag( - this->type(i), output); - } - - // repeated .tensorflow.TensorShapeProto shape = 7; - for (unsigned int i = 0, n = this->shape_size(); i < n; i++) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 7, this->shape(i), output); - } - - // repeated .tensorflow.TensorProto tensor = 8; - for (unsigned int i = 0, n = this->tensor_size(); i < n; i++) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 8, this->tensor(i), output); - } - - // @@protoc_insertion_point(serialize_end:tensorflow.AttrValue.ListValue) -} - -::google::protobuf::uint8* AttrValue_ListValue::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:tensorflow.AttrValue.ListValue) - // repeated bytes s = 2; - for (int i = 0; i < this->s_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite:: - WriteBytesToArray(2, this->s(i), target); - } - - // repeated int64 i = 3 [packed = true]; - if (this->i_size() > 0) { - target = ::google::protobuf::internal::WireFormatLite::WriteTagToArray( - 3, - ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED, - target); - target = ::google::protobuf::io::CodedOutputStream::WriteVarint32ToArray( - _i_cached_byte_size_, target); - } - for (int i = 0; i < this->i_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite:: - WriteInt64NoTagToArray(this->i(i), target); - } - - // repeated float f = 4 [packed = true]; - if (this->f_size() > 0) { - target = ::google::protobuf::internal::WireFormatLite::WriteTagToArray( - 4, - ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED, - target); - target = ::google::protobuf::io::CodedOutputStream::WriteVarint32ToArray( - _f_cached_byte_size_, target); - } - for (int i = 0; i < this->f_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite:: - WriteFloatNoTagToArray(this->f(i), target); - } - - // repeated bool b = 5 [packed = true]; - if (this->b_size() > 0) { - target = ::google::protobuf::internal::WireFormatLite::WriteTagToArray( - 5, - ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED, - target); - target = ::google::protobuf::io::CodedOutputStream::WriteVarint32ToArray( - _b_cached_byte_size_, target); - } - for (int i = 0; i < this->b_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite:: - WriteBoolNoTagToArray(this->b(i), target); - } - - // repeated .tensorflow.DataType type = 6 [packed = true]; - if (this->type_size() > 0) { - target = ::google::protobuf::internal::WireFormatLite::WriteTagToArray( - 6, - ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED, - target); - target = ::google::protobuf::io::CodedOutputStream::WriteVarint32ToArray( _type_cached_byte_size_, target); - } - for (int i = 0; i < this->type_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite::WriteEnumNoTagToArray( - this->type(i), target); - } - - // repeated .tensorflow.TensorShapeProto shape = 7; - for (unsigned int i = 0, n = this->shape_size(); i < n; i++) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 7, this->shape(i), false, target); - } - - // repeated .tensorflow.TensorProto tensor = 8; - for (unsigned int i = 0, n = this->tensor_size(); i < n; i++) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 8, this->tensor(i), false, target); - } - - // @@protoc_insertion_point(serialize_to_array_end:tensorflow.AttrValue.ListValue) - return target; -} - -size_t AttrValue_ListValue::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:tensorflow.AttrValue.ListValue) - size_t total_size = 0; - - // repeated bytes s = 2; - total_size += 1 * - ::google::protobuf::internal::FromIntSize(this->s_size()); - for (int i = 0; i < this->s_size(); i++) { - total_size += ::google::protobuf::internal::WireFormatLite::BytesSize( - this->s(i)); - } - - // repeated int64 i = 3 [packed = true]; - { - size_t data_size = 0; - unsigned int count = this->i_size(); - for (unsigned int i = 0; i < count; i++) { - data_size += ::google::protobuf::internal::WireFormatLite:: - Int64Size(this->i(i)); - } - if (data_size > 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size(data_size); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(data_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _i_cached_byte_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - total_size += data_size; - } - - // repeated float f = 4 [packed = true]; - { - size_t data_size = 0; - unsigned int count = this->f_size(); - data_size = 4UL * count; - if (data_size > 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size(data_size); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(data_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _f_cached_byte_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - total_size += data_size; - } - - // repeated bool b = 5 [packed = true]; - { - size_t data_size = 0; - unsigned int count = this->b_size(); - data_size = 1UL * count; - if (data_size > 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size(data_size); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(data_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _b_cached_byte_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - total_size += data_size; - } - - // repeated .tensorflow.DataType type = 6 [packed = true]; - { - size_t data_size = 0; - unsigned int count = this->type_size();for (unsigned int i = 0; i < count; i++) { - data_size += ::google::protobuf::internal::WireFormatLite::EnumSize( - this->type(i)); - } - if (data_size > 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size(data_size); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(data_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _type_cached_byte_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - total_size += data_size; - } - - // repeated .tensorflow.TensorShapeProto shape = 7; - { - unsigned int count = this->shape_size(); - total_size += 1UL * count; - for (unsigned int i = 0; i < count; i++) { - total_size += - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - this->shape(i)); - } - } - - // repeated .tensorflow.TensorProto tensor = 8; - { - unsigned int count = this->tensor_size(); - total_size += 1UL * count; - for (unsigned int i = 0; i < count; i++) { - total_size += - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - this->tensor(i)); - } - } - - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void AttrValue_ListValue::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:tensorflow.AttrValue.ListValue) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const AttrValue_ListValue* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:tensorflow.AttrValue.ListValue) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:tensorflow.AttrValue.ListValue) - UnsafeMergeFrom(*source); - } -} - -void AttrValue_ListValue::MergeFrom(const AttrValue_ListValue& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:tensorflow.AttrValue.ListValue) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void AttrValue_ListValue::UnsafeMergeFrom(const AttrValue_ListValue& from) { - GOOGLE_DCHECK(&from != this); - s_.UnsafeMergeFrom(from.s_); - i_.UnsafeMergeFrom(from.i_); - f_.UnsafeMergeFrom(from.f_); - b_.UnsafeMergeFrom(from.b_); - type_.UnsafeMergeFrom(from.type_); - shape_.MergeFrom(from.shape_); - tensor_.MergeFrom(from.tensor_); -} - -void AttrValue_ListValue::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:tensorflow.AttrValue.ListValue) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void AttrValue_ListValue::CopyFrom(const AttrValue_ListValue& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:tensorflow.AttrValue.ListValue) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool AttrValue_ListValue::IsInitialized() const { - - return true; -} - -void AttrValue_ListValue::Swap(AttrValue_ListValue* other) { - if (other == this) return; - if (GetArenaNoVirtual() == other->GetArenaNoVirtual()) { - InternalSwap(other); - } else { - AttrValue_ListValue temp; - temp.UnsafeMergeFrom(*this); - CopyFrom(*other); - other->CopyFrom(temp); - } -} -void AttrValue_ListValue::UnsafeArenaSwap(AttrValue_ListValue* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArenaNoVirtual() == other->GetArenaNoVirtual()); - InternalSwap(other); -} -void AttrValue_ListValue::InternalSwap(AttrValue_ListValue* other) { - s_.UnsafeArenaSwap(&other->s_); - i_.UnsafeArenaSwap(&other->i_); - f_.UnsafeArenaSwap(&other->f_); - b_.UnsafeArenaSwap(&other->b_); - type_.UnsafeArenaSwap(&other->type_); - shape_.UnsafeArenaSwap(&other->shape_); - tensor_.UnsafeArenaSwap(&other->tensor_); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata AttrValue_ListValue::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = AttrValue_ListValue_descriptor_; - metadata.reflection = AttrValue_ListValue_reflection_; - return metadata; -} - - -// ------------------------------------------------------------------- - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int AttrValue::kSFieldNumber; -const int AttrValue::kIFieldNumber; -const int AttrValue::kFFieldNumber; -const int AttrValue::kBFieldNumber; -const int AttrValue::kTypeFieldNumber; -const int AttrValue::kShapeFieldNumber; -const int AttrValue::kTensorFieldNumber; -const int AttrValue::kListFieldNumber; -const int AttrValue::kFuncFieldNumber; -const int AttrValue::kPlaceholderFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -AttrValue::AttrValue() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_attr_5fvalue_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:tensorflow.AttrValue) -} -AttrValue::AttrValue(::google::protobuf::Arena* arena) - : ::google::protobuf::Message(), - _internal_metadata_(arena) { -#ifdef GOOGLE_PROTOBUF_NO_STATIC_INITIALIZER - protobuf_InitDefaults_attr_5fvalue_2eproto(); -#endif // GOOGLE_PROTOBUF_NO_STATIC_INITIALIZER - SharedCtor(); - RegisterArenaDtor(arena); - // @@protoc_insertion_point(arena_constructor:tensorflow.AttrValue) -} - -void AttrValue::InitAsDefaultInstance() { - AttrValue_default_oneof_instance_->s_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - AttrValue_default_oneof_instance_->i_ = GOOGLE_LONGLONG(0); - AttrValue_default_oneof_instance_->f_ = 0; - AttrValue_default_oneof_instance_->b_ = false; - AttrValue_default_oneof_instance_->type_ = 0; - AttrValue_default_oneof_instance_->shape_ = const_cast< ::tensorflow::TensorShapeProto*>( - ::tensorflow::TensorShapeProto::internal_default_instance()); - AttrValue_default_oneof_instance_->tensor_ = const_cast< ::tensorflow::TensorProto*>( - ::tensorflow::TensorProto::internal_default_instance()); - AttrValue_default_oneof_instance_->list_ = const_cast< ::tensorflow::AttrValue_ListValue*>( - ::tensorflow::AttrValue_ListValue::internal_default_instance()); - AttrValue_default_oneof_instance_->func_ = const_cast< ::tensorflow::NameAttrList*>( - ::tensorflow::NameAttrList::internal_default_instance()); - AttrValue_default_oneof_instance_->placeholder_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} - -AttrValue::AttrValue(const AttrValue& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:tensorflow.AttrValue) -} - -void AttrValue::SharedCtor() { - clear_has_value(); - _cached_size_ = 0; -} - -AttrValue::~AttrValue() { - // @@protoc_insertion_point(destructor:tensorflow.AttrValue) - SharedDtor(); -} - -void AttrValue::SharedDtor() { - ::google::protobuf::Arena* arena = GetArenaNoVirtual(); - if (arena != NULL) { - return; - } - - if (has_value()) { - clear_value(); - } -} - -void AttrValue::ArenaDtor(void* object) { - AttrValue* _this = reinterpret_cast< AttrValue* >(object); - (void)_this; -} -void AttrValue::RegisterArenaDtor(::google::protobuf::Arena* arena) { -} -void AttrValue::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* AttrValue::descriptor() { - protobuf_AssignDescriptorsOnce(); - return AttrValue_descriptor_; -} - -const AttrValue& AttrValue::default_instance() { - protobuf_InitDefaults_attr_5fvalue_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed AttrValue_default_instance_; - -AttrValue* AttrValue::New(::google::protobuf::Arena* arena) const { - return ::google::protobuf::Arena::CreateMessage(arena); -} - -void AttrValue::clear_value() { -// @@protoc_insertion_point(one_of_clear_start:tensorflow.AttrValue) - switch (value_case()) { - case kS: { - value_.s_.Destroy(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); - break; - } - case kI: { - // No need to clear - break; - } - case kF: { - // No need to clear - break; - } - case kB: { - // No need to clear - break; - } - case kType: { - // No need to clear - break; - } - case kShape: { - if (GetArenaNoVirtual() == NULL) { - delete value_.shape_; - } - break; - } - case kTensor: { - if (GetArenaNoVirtual() == NULL) { - delete value_.tensor_; - } - break; - } - case kList: { - if (GetArenaNoVirtual() == NULL) { - delete value_.list_; - } - break; - } - case kFunc: { - if (GetArenaNoVirtual() == NULL) { - delete value_.func_; - } - break; - } - case kPlaceholder: { - value_.placeholder_.Destroy(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); - break; - } - case VALUE_NOT_SET: { - break; - } - } - _oneof_case_[0] = VALUE_NOT_SET; -} - - -void AttrValue::Clear() { -// @@protoc_insertion_point(message_clear_start:tensorflow.AttrValue) - clear_value(); -} - -bool AttrValue::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:tensorflow.AttrValue) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional .tensorflow.AttrValue.ListValue list = 1; - case 1: { - if (tag == 10) { - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_list())); - } else { - goto handle_unusual; - } - goto after_func; - break; - } - - // optional bytes s = 2; - case 2: { - if (tag == 18) { - DO_(::google::protobuf::internal::WireFormatLite::ReadBytes( - input, this->mutable_s())); - } else { - goto handle_unusual; - } - goto after_func; - break; - } - - // optional int64 i = 3; - case 3: { - if (tag == 24) { - clear_value(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int64, ::google::protobuf::internal::WireFormatLite::TYPE_INT64>( - input, &value_.i_))); - set_has_i(); - } else { - goto handle_unusual; - } - goto after_func; - break; - } - - // optional float f = 4; - case 4: { - if (tag == 37) { - clear_value(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, &value_.f_))); - set_has_f(); - } else { - goto handle_unusual; - } - goto after_func; - break; - } - - // optional bool b = 5; - case 5: { - if (tag == 40) { - clear_value(); - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &value_.b_))); - set_has_b(); - } else { - goto handle_unusual; - } - goto after_func; - break; - } - - // optional .tensorflow.DataType type = 6; - case 6: { - if (tag == 48) { - int value; - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - int, ::google::protobuf::internal::WireFormatLite::TYPE_ENUM>( - input, &value))); - set_type(static_cast< ::tensorflow::DataType >(value)); - } else { - goto handle_unusual; - } - goto after_func; - break; - } - - // optional .tensorflow.TensorShapeProto shape = 7; - case 7: { - if (tag == 58) { - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_shape())); - } else { - goto handle_unusual; - } - goto after_func; - break; - } - - // optional .tensorflow.TensorProto tensor = 8; - case 8: { - if (tag == 66) { - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_tensor())); - } else { - goto handle_unusual; - } - goto after_func; - break; - } - - // optional string placeholder = 9; - case 9: { - if (tag == 74) { - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_placeholder())); - DO_(::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->placeholder().data(), this->placeholder().length(), - ::google::protobuf::internal::WireFormatLite::PARSE, - "tensorflow.AttrValue.placeholder")); - } else { - goto handle_unusual; - } - if (input->ExpectTag(82)) goto parse_func; - break; - } - - // optional .tensorflow.NameAttrList func = 10; - case 10: { - if (tag == 82) { - parse_func: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_func())); - } else { - goto handle_unusual; - } - after_func: - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormatLite::SkipField(input, tag)); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:tensorflow.AttrValue) - return true; -failure: - // @@protoc_insertion_point(parse_failure:tensorflow.AttrValue) - return false; -#undef DO_ -} - -void AttrValue::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:tensorflow.AttrValue) - // optional .tensorflow.AttrValue.ListValue list = 1; - if (has_list()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 1, *value_.list_, output); - } - - // optional bytes s = 2; - if (has_s()) { - ::google::protobuf::internal::WireFormatLite::WriteBytesMaybeAliased( - 2, this->s(), output); - } - - // optional int64 i = 3; - if (has_i()) { - ::google::protobuf::internal::WireFormatLite::WriteInt64(3, this->i(), output); - } - - // optional float f = 4; - if (has_f()) { - ::google::protobuf::internal::WireFormatLite::WriteFloat(4, this->f(), output); - } - - // optional bool b = 5; - if (has_b()) { - ::google::protobuf::internal::WireFormatLite::WriteBool(5, this->b(), output); - } - - // optional .tensorflow.DataType type = 6; - if (has_type()) { - ::google::protobuf::internal::WireFormatLite::WriteEnum( - 6, this->type(), output); - } - - // optional .tensorflow.TensorShapeProto shape = 7; - if (has_shape()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 7, *value_.shape_, output); - } - - // optional .tensorflow.TensorProto tensor = 8; - if (has_tensor()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 8, *value_.tensor_, output); - } - - // optional string placeholder = 9; - if (has_placeholder()) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->placeholder().data(), this->placeholder().length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.AttrValue.placeholder"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 9, this->placeholder(), output); - } - - // optional .tensorflow.NameAttrList func = 10; - if (has_func()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 10, *value_.func_, output); - } - - // @@protoc_insertion_point(serialize_end:tensorflow.AttrValue) -} - -::google::protobuf::uint8* AttrValue::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:tensorflow.AttrValue) - // optional .tensorflow.AttrValue.ListValue list = 1; - if (has_list()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 1, *value_.list_, false, target); - } - - // optional bytes s = 2; - if (has_s()) { - target = - ::google::protobuf::internal::WireFormatLite::WriteBytesToArray( - 2, this->s(), target); - } - - // optional int64 i = 3; - if (has_i()) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt64ToArray(3, this->i(), target); - } - - // optional float f = 4; - if (has_f()) { - target = ::google::protobuf::internal::WireFormatLite::WriteFloatToArray(4, this->f(), target); - } - - // optional bool b = 5; - if (has_b()) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(5, this->b(), target); - } - - // optional .tensorflow.DataType type = 6; - if (has_type()) { - target = ::google::protobuf::internal::WireFormatLite::WriteEnumToArray( - 6, this->type(), target); - } - - // optional .tensorflow.TensorShapeProto shape = 7; - if (has_shape()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 7, *value_.shape_, false, target); - } - - // optional .tensorflow.TensorProto tensor = 8; - if (has_tensor()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 8, *value_.tensor_, false, target); - } - - // optional string placeholder = 9; - if (has_placeholder()) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->placeholder().data(), this->placeholder().length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.AttrValue.placeholder"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 9, this->placeholder(), target); - } - - // optional .tensorflow.NameAttrList func = 10; - if (has_func()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 10, *value_.func_, false, target); - } - - // @@protoc_insertion_point(serialize_to_array_end:tensorflow.AttrValue) - return target; -} - -size_t AttrValue::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:tensorflow.AttrValue) - size_t total_size = 0; - - switch (value_case()) { - // optional bytes s = 2; - case kS: { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::BytesSize( - this->s()); - break; - } - // optional int64 i = 3; - case kI: { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int64Size( - this->i()); - break; - } - // optional float f = 4; - case kF: { - total_size += 1 + 4; - break; - } - // optional bool b = 5; - case kB: { - total_size += 1 + 1; - break; - } - // optional .tensorflow.DataType type = 6; - case kType: { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::EnumSize(this->type()); - break; - } - // optional .tensorflow.TensorShapeProto shape = 7; - case kShape: { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *value_.shape_); - break; - } - // optional .tensorflow.TensorProto tensor = 8; - case kTensor: { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *value_.tensor_); - break; - } - // optional .tensorflow.AttrValue.ListValue list = 1; - case kList: { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *value_.list_); - break; - } - // optional .tensorflow.NameAttrList func = 10; - case kFunc: { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *value_.func_); - break; - } - // optional string placeholder = 9; - case kPlaceholder: { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->placeholder()); - break; - } - case VALUE_NOT_SET: { - break; - } - } - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void AttrValue::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:tensorflow.AttrValue) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const AttrValue* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:tensorflow.AttrValue) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:tensorflow.AttrValue) - UnsafeMergeFrom(*source); - } -} - -void AttrValue::MergeFrom(const AttrValue& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:tensorflow.AttrValue) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void AttrValue::UnsafeMergeFrom(const AttrValue& from) { - GOOGLE_DCHECK(&from != this); - switch (from.value_case()) { - case kS: { - set_s(from.s()); - break; - } - case kI: { - set_i(from.i()); - break; - } - case kF: { - set_f(from.f()); - break; - } - case kB: { - set_b(from.b()); - break; - } - case kType: { - set_type(from.type()); - break; - } - case kShape: { - mutable_shape()->::tensorflow::TensorShapeProto::MergeFrom(from.shape()); - break; - } - case kTensor: { - mutable_tensor()->::tensorflow::TensorProto::MergeFrom(from.tensor()); - break; - } - case kList: { - mutable_list()->::tensorflow::AttrValue_ListValue::MergeFrom(from.list()); - break; - } - case kFunc: { - mutable_func()->::tensorflow::NameAttrList::MergeFrom(from.func()); - break; - } - case kPlaceholder: { - set_placeholder(from.placeholder()); - break; - } - case VALUE_NOT_SET: { - break; - } - } -} - -void AttrValue::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:tensorflow.AttrValue) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void AttrValue::CopyFrom(const AttrValue& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:tensorflow.AttrValue) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool AttrValue::IsInitialized() const { - - return true; -} - -void AttrValue::Swap(AttrValue* other) { - if (other == this) return; - if (GetArenaNoVirtual() == other->GetArenaNoVirtual()) { - InternalSwap(other); - } else { - AttrValue temp; - temp.UnsafeMergeFrom(*this); - CopyFrom(*other); - other->CopyFrom(temp); - } -} -void AttrValue::UnsafeArenaSwap(AttrValue* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArenaNoVirtual() == other->GetArenaNoVirtual()); - InternalSwap(other); -} -void AttrValue::InternalSwap(AttrValue* other) { - std::swap(value_, other->value_); - std::swap(_oneof_case_[0], other->_oneof_case_[0]); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata AttrValue::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = AttrValue_descriptor_; - metadata.reflection = AttrValue_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// AttrValue_ListValue - -// repeated bytes s = 2; -int AttrValue_ListValue::s_size() const { - return s_.size(); -} -void AttrValue_ListValue::clear_s() { - s_.Clear(); -} -const ::std::string& AttrValue_ListValue::s(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.AttrValue.ListValue.s) - return s_.Get(index); -} -::std::string* AttrValue_ListValue::mutable_s(int index) { - // @@protoc_insertion_point(field_mutable:tensorflow.AttrValue.ListValue.s) - return s_.Mutable(index); -} -void AttrValue_ListValue::set_s(int index, const ::std::string& value) { - // @@protoc_insertion_point(field_set:tensorflow.AttrValue.ListValue.s) - s_.Mutable(index)->assign(value); -} -void AttrValue_ListValue::set_s(int index, const char* value) { - s_.Mutable(index)->assign(value); - // @@protoc_insertion_point(field_set_char:tensorflow.AttrValue.ListValue.s) -} -void AttrValue_ListValue::set_s(int index, const void* value, size_t size) { - s_.Mutable(index)->assign( - reinterpret_cast(value), size); - // @@protoc_insertion_point(field_set_pointer:tensorflow.AttrValue.ListValue.s) -} -::std::string* AttrValue_ListValue::add_s() { - // @@protoc_insertion_point(field_add_mutable:tensorflow.AttrValue.ListValue.s) - return s_.Add(); -} -void AttrValue_ListValue::add_s(const ::std::string& value) { - s_.Add()->assign(value); - // @@protoc_insertion_point(field_add:tensorflow.AttrValue.ListValue.s) -} -void AttrValue_ListValue::add_s(const char* value) { - s_.Add()->assign(value); - // @@protoc_insertion_point(field_add_char:tensorflow.AttrValue.ListValue.s) -} -void AttrValue_ListValue::add_s(const void* value, size_t size) { - s_.Add()->assign(reinterpret_cast(value), size); - // @@protoc_insertion_point(field_add_pointer:tensorflow.AttrValue.ListValue.s) -} -const ::google::protobuf::RepeatedPtrField< ::std::string>& -AttrValue_ListValue::s() const { - // @@protoc_insertion_point(field_list:tensorflow.AttrValue.ListValue.s) - return s_; -} -::google::protobuf::RepeatedPtrField< ::std::string>* -AttrValue_ListValue::mutable_s() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.AttrValue.ListValue.s) - return &s_; -} - -// repeated int64 i = 3 [packed = true]; -int AttrValue_ListValue::i_size() const { - return i_.size(); -} -void AttrValue_ListValue::clear_i() { - i_.Clear(); -} -::google::protobuf::int64 AttrValue_ListValue::i(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.AttrValue.ListValue.i) - return i_.Get(index); -} -void AttrValue_ListValue::set_i(int index, ::google::protobuf::int64 value) { - i_.Set(index, value); - // @@protoc_insertion_point(field_set:tensorflow.AttrValue.ListValue.i) -} -void AttrValue_ListValue::add_i(::google::protobuf::int64 value) { - i_.Add(value); - // @@protoc_insertion_point(field_add:tensorflow.AttrValue.ListValue.i) -} -const ::google::protobuf::RepeatedField< ::google::protobuf::int64 >& -AttrValue_ListValue::i() const { - // @@protoc_insertion_point(field_list:tensorflow.AttrValue.ListValue.i) - return i_; -} -::google::protobuf::RepeatedField< ::google::protobuf::int64 >* -AttrValue_ListValue::mutable_i() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.AttrValue.ListValue.i) - return &i_; -} - -// repeated float f = 4 [packed = true]; -int AttrValue_ListValue::f_size() const { - return f_.size(); -} -void AttrValue_ListValue::clear_f() { - f_.Clear(); -} -float AttrValue_ListValue::f(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.AttrValue.ListValue.f) - return f_.Get(index); -} -void AttrValue_ListValue::set_f(int index, float value) { - f_.Set(index, value); - // @@protoc_insertion_point(field_set:tensorflow.AttrValue.ListValue.f) -} -void AttrValue_ListValue::add_f(float value) { - f_.Add(value); - // @@protoc_insertion_point(field_add:tensorflow.AttrValue.ListValue.f) -} -const ::google::protobuf::RepeatedField< float >& -AttrValue_ListValue::f() const { - // @@protoc_insertion_point(field_list:tensorflow.AttrValue.ListValue.f) - return f_; -} -::google::protobuf::RepeatedField< float >* -AttrValue_ListValue::mutable_f() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.AttrValue.ListValue.f) - return &f_; -} - -// repeated bool b = 5 [packed = true]; -int AttrValue_ListValue::b_size() const { - return b_.size(); -} -void AttrValue_ListValue::clear_b() { - b_.Clear(); -} -bool AttrValue_ListValue::b(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.AttrValue.ListValue.b) - return b_.Get(index); -} -void AttrValue_ListValue::set_b(int index, bool value) { - b_.Set(index, value); - // @@protoc_insertion_point(field_set:tensorflow.AttrValue.ListValue.b) -} -void AttrValue_ListValue::add_b(bool value) { - b_.Add(value); - // @@protoc_insertion_point(field_add:tensorflow.AttrValue.ListValue.b) -} -const ::google::protobuf::RepeatedField< bool >& -AttrValue_ListValue::b() const { - // @@protoc_insertion_point(field_list:tensorflow.AttrValue.ListValue.b) - return b_; -} -::google::protobuf::RepeatedField< bool >* -AttrValue_ListValue::mutable_b() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.AttrValue.ListValue.b) - return &b_; -} - -// repeated .tensorflow.DataType type = 6 [packed = true]; -int AttrValue_ListValue::type_size() const { - return type_.size(); -} -void AttrValue_ListValue::clear_type() { - type_.Clear(); -} -::tensorflow::DataType AttrValue_ListValue::type(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.AttrValue.ListValue.type) - return static_cast< ::tensorflow::DataType >(type_.Get(index)); -} -void AttrValue_ListValue::set_type(int index, ::tensorflow::DataType value) { - type_.Set(index, value); - // @@protoc_insertion_point(field_set:tensorflow.AttrValue.ListValue.type) -} -void AttrValue_ListValue::add_type(::tensorflow::DataType value) { - type_.Add(value); - // @@protoc_insertion_point(field_add:tensorflow.AttrValue.ListValue.type) -} -const ::google::protobuf::RepeatedField& -AttrValue_ListValue::type() const { - // @@protoc_insertion_point(field_list:tensorflow.AttrValue.ListValue.type) - return type_; -} -::google::protobuf::RepeatedField* -AttrValue_ListValue::mutable_type() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.AttrValue.ListValue.type) - return &type_; -} - -// repeated .tensorflow.TensorShapeProto shape = 7; -int AttrValue_ListValue::shape_size() const { - return shape_.size(); -} -void AttrValue_ListValue::clear_shape() { - shape_.Clear(); -} -const ::tensorflow::TensorShapeProto& AttrValue_ListValue::shape(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.AttrValue.ListValue.shape) - return shape_.Get(index); -} -::tensorflow::TensorShapeProto* AttrValue_ListValue::mutable_shape(int index) { - // @@protoc_insertion_point(field_mutable:tensorflow.AttrValue.ListValue.shape) - return shape_.Mutable(index); -} -::tensorflow::TensorShapeProto* AttrValue_ListValue::add_shape() { - // @@protoc_insertion_point(field_add:tensorflow.AttrValue.ListValue.shape) - return shape_.Add(); -} -::google::protobuf::RepeatedPtrField< ::tensorflow::TensorShapeProto >* -AttrValue_ListValue::mutable_shape() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.AttrValue.ListValue.shape) - return &shape_; -} -const ::google::protobuf::RepeatedPtrField< ::tensorflow::TensorShapeProto >& -AttrValue_ListValue::shape() const { - // @@protoc_insertion_point(field_list:tensorflow.AttrValue.ListValue.shape) - return shape_; -} - -// repeated .tensorflow.TensorProto tensor = 8; -int AttrValue_ListValue::tensor_size() const { - return tensor_.size(); -} -void AttrValue_ListValue::clear_tensor() { - tensor_.Clear(); -} -const ::tensorflow::TensorProto& AttrValue_ListValue::tensor(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.AttrValue.ListValue.tensor) - return tensor_.Get(index); -} -::tensorflow::TensorProto* AttrValue_ListValue::mutable_tensor(int index) { - // @@protoc_insertion_point(field_mutable:tensorflow.AttrValue.ListValue.tensor) - return tensor_.Mutable(index); -} -::tensorflow::TensorProto* AttrValue_ListValue::add_tensor() { - // @@protoc_insertion_point(field_add:tensorflow.AttrValue.ListValue.tensor) - return tensor_.Add(); -} -::google::protobuf::RepeatedPtrField< ::tensorflow::TensorProto >* -AttrValue_ListValue::mutable_tensor() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.AttrValue.ListValue.tensor) - return &tensor_; -} -const ::google::protobuf::RepeatedPtrField< ::tensorflow::TensorProto >& -AttrValue_ListValue::tensor() const { - // @@protoc_insertion_point(field_list:tensorflow.AttrValue.ListValue.tensor) - return tensor_; -} - -inline const AttrValue_ListValue* AttrValue_ListValue::internal_default_instance() { - return &AttrValue_ListValue_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// AttrValue - -// optional bytes s = 2; -bool AttrValue::has_s() const { - return value_case() == kS; -} -void AttrValue::set_has_s() { - _oneof_case_[0] = kS; -} -void AttrValue::clear_s() { - if (has_s()) { - value_.s_.Destroy(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); - clear_has_value(); - } -} -const ::std::string& AttrValue::s() const { - // @@protoc_insertion_point(field_get:tensorflow.AttrValue.s) - if (has_s()) { - return value_.s_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - return *&::google::protobuf::internal::GetEmptyStringAlreadyInited(); -} -void AttrValue::set_s(const ::std::string& value) { - if (!has_s()) { - clear_value(); - set_has_s(); - value_.s_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - value_.s_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.AttrValue.s) -} -void AttrValue::set_s(const char* value) { - if (!has_s()) { - clear_value(); - set_has_s(); - value_.s_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - value_.s_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(value), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.AttrValue.s) -} -void AttrValue::set_s(const void* value, - size_t size) { - if (!has_s()) { - clear_value(); - set_has_s(); - value_.s_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - value_.s_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.AttrValue.s) -} -::std::string* AttrValue::mutable_s() { - if (!has_s()) { - clear_value(); - set_has_s(); - value_.s_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - return value_.s_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_mutable:tensorflow.AttrValue.s) -} -::std::string* AttrValue::release_s() { - // @@protoc_insertion_point(field_release:tensorflow.AttrValue.s) - if (has_s()) { - clear_has_value(); - return value_.s_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); - } else { - return NULL; - } -} -::std::string* AttrValue::unsafe_arena_release_s() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.AttrValue.s) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (has_s()) { - clear_has_value(); - return value_.s_.UnsafeArenaRelease( - &::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); - } else { - return NULL; - } -} -void AttrValue::set_allocated_s(::std::string* s) { - if (!has_s()) { - value_.s_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - clear_value(); - if (s != NULL) { - set_has_s(); - value_.s_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), s, - GetArenaNoVirtual()); - } - // @@protoc_insertion_point(field_set_allocated:tensorflow.AttrValue.s) -} -void AttrValue::unsafe_arena_set_allocated_s(::std::string* s) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (!has_s()) { - value_.s_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - clear_value(); - if (s) { - set_has_s(); - value_.s_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), s, GetArenaNoVirtual()); - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.AttrValue.s) -} - -// optional int64 i = 3; -bool AttrValue::has_i() const { - return value_case() == kI; -} -void AttrValue::set_has_i() { - _oneof_case_[0] = kI; -} -void AttrValue::clear_i() { - if (has_i()) { - value_.i_ = GOOGLE_LONGLONG(0); - clear_has_value(); - } -} -::google::protobuf::int64 AttrValue::i() const { - // @@protoc_insertion_point(field_get:tensorflow.AttrValue.i) - if (has_i()) { - return value_.i_; - } - return GOOGLE_LONGLONG(0); -} -void AttrValue::set_i(::google::protobuf::int64 value) { - if (!has_i()) { - clear_value(); - set_has_i(); - } - value_.i_ = value; - // @@protoc_insertion_point(field_set:tensorflow.AttrValue.i) -} - -// optional float f = 4; -bool AttrValue::has_f() const { - return value_case() == kF; -} -void AttrValue::set_has_f() { - _oneof_case_[0] = kF; -} -void AttrValue::clear_f() { - if (has_f()) { - value_.f_ = 0; - clear_has_value(); - } -} -float AttrValue::f() const { - // @@protoc_insertion_point(field_get:tensorflow.AttrValue.f) - if (has_f()) { - return value_.f_; - } - return 0; -} -void AttrValue::set_f(float value) { - if (!has_f()) { - clear_value(); - set_has_f(); - } - value_.f_ = value; - // @@protoc_insertion_point(field_set:tensorflow.AttrValue.f) -} - -// optional bool b = 5; -bool AttrValue::has_b() const { - return value_case() == kB; -} -void AttrValue::set_has_b() { - _oneof_case_[0] = kB; -} -void AttrValue::clear_b() { - if (has_b()) { - value_.b_ = false; - clear_has_value(); - } -} -bool AttrValue::b() const { - // @@protoc_insertion_point(field_get:tensorflow.AttrValue.b) - if (has_b()) { - return value_.b_; - } - return false; -} -void AttrValue::set_b(bool value) { - if (!has_b()) { - clear_value(); - set_has_b(); - } - value_.b_ = value; - // @@protoc_insertion_point(field_set:tensorflow.AttrValue.b) -} - -// optional .tensorflow.DataType type = 6; -bool AttrValue::has_type() const { - return value_case() == kType; -} -void AttrValue::set_has_type() { - _oneof_case_[0] = kType; -} -void AttrValue::clear_type() { - if (has_type()) { - value_.type_ = 0; - clear_has_value(); - } -} -::tensorflow::DataType AttrValue::type() const { - // @@protoc_insertion_point(field_get:tensorflow.AttrValue.type) - if (has_type()) { - return static_cast< ::tensorflow::DataType >(value_.type_); - } - return static_cast< ::tensorflow::DataType >(0); -} -void AttrValue::set_type(::tensorflow::DataType value) { - if (!has_type()) { - clear_value(); - set_has_type(); - } - value_.type_ = value; - // @@protoc_insertion_point(field_set:tensorflow.AttrValue.type) -} - -// optional .tensorflow.TensorShapeProto shape = 7; -bool AttrValue::has_shape() const { - return value_case() == kShape; -} -void AttrValue::set_has_shape() { - _oneof_case_[0] = kShape; -} -void AttrValue::clear_shape() { - if (has_shape()) { - if (GetArenaNoVirtual() == NULL) { - delete value_.shape_; - } - clear_has_value(); - } -} - const ::tensorflow::TensorShapeProto& AttrValue::shape() const { - // @@protoc_insertion_point(field_get:tensorflow.AttrValue.shape) - return has_shape() - ? *value_.shape_ - : ::tensorflow::TensorShapeProto::default_instance(); -} -::tensorflow::TensorShapeProto* AttrValue::mutable_shape() { - if (!has_shape()) { - clear_value(); - set_has_shape(); - value_.shape_ = - ::google::protobuf::Arena::CreateMessage< ::tensorflow::TensorShapeProto >( - GetArenaNoVirtual()); - } - // @@protoc_insertion_point(field_mutable:tensorflow.AttrValue.shape) - return value_.shape_; -} -::tensorflow::TensorShapeProto* AttrValue::release_shape() { - // @@protoc_insertion_point(field_release:tensorflow.AttrValue.shape) - if (has_shape()) { - clear_has_value(); - if (GetArenaNoVirtual() != NULL) { - ::tensorflow::TensorShapeProto* temp = new ::tensorflow::TensorShapeProto(*value_.shape_); - value_.shape_ = NULL; - return temp; - } else { - ::tensorflow::TensorShapeProto* temp = value_.shape_; - value_.shape_ = NULL; - return temp; - } - } else { - return NULL; - } -} -void AttrValue::set_allocated_shape(::tensorflow::TensorShapeProto* shape) { - clear_value(); - if (shape) { - if (GetArenaNoVirtual() != NULL && - ::google::protobuf::Arena::GetArena(shape) == NULL) { - GetArenaNoVirtual()->Own(shape); - } else if (GetArenaNoVirtual() != - ::google::protobuf::Arena::GetArena(shape)) { - ::tensorflow::TensorShapeProto* new_shape = - ::google::protobuf::Arena::CreateMessage< ::tensorflow::TensorShapeProto >( - GetArenaNoVirtual()); - new_shape->CopyFrom(*shape); - shape = new_shape; - } - set_has_shape(); - value_.shape_ = shape; - } - // @@protoc_insertion_point(field_set_allocated:tensorflow.AttrValue.shape) -} - ::tensorflow::TensorShapeProto* AttrValue::unsafe_arena_release_shape() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.AttrValue.shape) - if (has_shape()) { - clear_has_value(); - ::tensorflow::TensorShapeProto* temp = value_.shape_; - value_.shape_ = NULL; - return temp; - } else { - return NULL; - } -} - void AttrValue::unsafe_arena_set_allocated_shape(::tensorflow::TensorShapeProto* shape) { - clear_value(); - if (shape) { - set_has_shape(); - value_.shape_ = shape; - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.AttrValue.shape) -} - -// optional .tensorflow.TensorProto tensor = 8; -bool AttrValue::has_tensor() const { - return value_case() == kTensor; -} -void AttrValue::set_has_tensor() { - _oneof_case_[0] = kTensor; -} -void AttrValue::clear_tensor() { - if (has_tensor()) { - if (GetArenaNoVirtual() == NULL) { - delete value_.tensor_; - } - clear_has_value(); - } -} - const ::tensorflow::TensorProto& AttrValue::tensor() const { - // @@protoc_insertion_point(field_get:tensorflow.AttrValue.tensor) - return has_tensor() - ? *value_.tensor_ - : ::tensorflow::TensorProto::default_instance(); -} -::tensorflow::TensorProto* AttrValue::mutable_tensor() { - if (!has_tensor()) { - clear_value(); - set_has_tensor(); - value_.tensor_ = - ::google::protobuf::Arena::CreateMessage< ::tensorflow::TensorProto >( - GetArenaNoVirtual()); - } - // @@protoc_insertion_point(field_mutable:tensorflow.AttrValue.tensor) - return value_.tensor_; -} -::tensorflow::TensorProto* AttrValue::release_tensor() { - // @@protoc_insertion_point(field_release:tensorflow.AttrValue.tensor) - if (has_tensor()) { - clear_has_value(); - if (GetArenaNoVirtual() != NULL) { - ::tensorflow::TensorProto* temp = new ::tensorflow::TensorProto(*value_.tensor_); - value_.tensor_ = NULL; - return temp; - } else { - ::tensorflow::TensorProto* temp = value_.tensor_; - value_.tensor_ = NULL; - return temp; - } - } else { - return NULL; - } -} -void AttrValue::set_allocated_tensor(::tensorflow::TensorProto* tensor) { - clear_value(); - if (tensor) { - if (GetArenaNoVirtual() != NULL && - ::google::protobuf::Arena::GetArena(tensor) == NULL) { - GetArenaNoVirtual()->Own(tensor); - } else if (GetArenaNoVirtual() != - ::google::protobuf::Arena::GetArena(tensor)) { - ::tensorflow::TensorProto* new_tensor = - ::google::protobuf::Arena::CreateMessage< ::tensorflow::TensorProto >( - GetArenaNoVirtual()); - new_tensor->CopyFrom(*tensor); - tensor = new_tensor; - } - set_has_tensor(); - value_.tensor_ = tensor; - } - // @@protoc_insertion_point(field_set_allocated:tensorflow.AttrValue.tensor) -} - ::tensorflow::TensorProto* AttrValue::unsafe_arena_release_tensor() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.AttrValue.tensor) - if (has_tensor()) { - clear_has_value(); - ::tensorflow::TensorProto* temp = value_.tensor_; - value_.tensor_ = NULL; - return temp; - } else { - return NULL; - } -} - void AttrValue::unsafe_arena_set_allocated_tensor(::tensorflow::TensorProto* tensor) { - clear_value(); - if (tensor) { - set_has_tensor(); - value_.tensor_ = tensor; - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.AttrValue.tensor) -} - -// optional .tensorflow.AttrValue.ListValue list = 1; -bool AttrValue::has_list() const { - return value_case() == kList; -} -void AttrValue::set_has_list() { - _oneof_case_[0] = kList; -} -void AttrValue::clear_list() { - if (has_list()) { - if (GetArenaNoVirtual() == NULL) { - delete value_.list_; - } - clear_has_value(); - } -} - const ::tensorflow::AttrValue_ListValue& AttrValue::list() const { - // @@protoc_insertion_point(field_get:tensorflow.AttrValue.list) - return has_list() - ? *value_.list_ - : ::tensorflow::AttrValue_ListValue::default_instance(); -} -::tensorflow::AttrValue_ListValue* AttrValue::mutable_list() { - if (!has_list()) { - clear_value(); - set_has_list(); - value_.list_ = - ::google::protobuf::Arena::CreateMessage< ::tensorflow::AttrValue_ListValue >( - GetArenaNoVirtual()); - } - // @@protoc_insertion_point(field_mutable:tensorflow.AttrValue.list) - return value_.list_; -} -::tensorflow::AttrValue_ListValue* AttrValue::release_list() { - // @@protoc_insertion_point(field_release:tensorflow.AttrValue.list) - if (has_list()) { - clear_has_value(); - if (GetArenaNoVirtual() != NULL) { - ::tensorflow::AttrValue_ListValue* temp = new ::tensorflow::AttrValue_ListValue(*value_.list_); - value_.list_ = NULL; - return temp; - } else { - ::tensorflow::AttrValue_ListValue* temp = value_.list_; - value_.list_ = NULL; - return temp; - } - } else { - return NULL; - } -} -void AttrValue::set_allocated_list(::tensorflow::AttrValue_ListValue* list) { - clear_value(); - if (list) { - if (GetArenaNoVirtual() != NULL && - ::google::protobuf::Arena::GetArena(list) == NULL) { - GetArenaNoVirtual()->Own(list); - } else if (GetArenaNoVirtual() != - ::google::protobuf::Arena::GetArena(list)) { - ::tensorflow::AttrValue_ListValue* new_list = - ::google::protobuf::Arena::CreateMessage< ::tensorflow::AttrValue_ListValue >( - GetArenaNoVirtual()); - new_list->CopyFrom(*list); - list = new_list; - } - set_has_list(); - value_.list_ = list; - } - // @@protoc_insertion_point(field_set_allocated:tensorflow.AttrValue.list) -} - ::tensorflow::AttrValue_ListValue* AttrValue::unsafe_arena_release_list() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.AttrValue.list) - if (has_list()) { - clear_has_value(); - ::tensorflow::AttrValue_ListValue* temp = value_.list_; - value_.list_ = NULL; - return temp; - } else { - return NULL; - } -} - void AttrValue::unsafe_arena_set_allocated_list(::tensorflow::AttrValue_ListValue* list) { - clear_value(); - if (list) { - set_has_list(); - value_.list_ = list; - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.AttrValue.list) -} - -// optional .tensorflow.NameAttrList func = 10; -bool AttrValue::has_func() const { - return value_case() == kFunc; -} -void AttrValue::set_has_func() { - _oneof_case_[0] = kFunc; -} -void AttrValue::clear_func() { - if (has_func()) { - if (GetArenaNoVirtual() == NULL) { - delete value_.func_; - } - clear_has_value(); - } -} - const ::tensorflow::NameAttrList& AttrValue::func() const { - // @@protoc_insertion_point(field_get:tensorflow.AttrValue.func) - return has_func() - ? *value_.func_ - : ::tensorflow::NameAttrList::default_instance(); -} -::tensorflow::NameAttrList* AttrValue::mutable_func() { - if (!has_func()) { - clear_value(); - set_has_func(); - value_.func_ = - ::google::protobuf::Arena::CreateMessage< ::tensorflow::NameAttrList >( - GetArenaNoVirtual()); - } - // @@protoc_insertion_point(field_mutable:tensorflow.AttrValue.func) - return value_.func_; -} -::tensorflow::NameAttrList* AttrValue::release_func() { - // @@protoc_insertion_point(field_release:tensorflow.AttrValue.func) - if (has_func()) { - clear_has_value(); - if (GetArenaNoVirtual() != NULL) { - ::tensorflow::NameAttrList* temp = new ::tensorflow::NameAttrList(*value_.func_); - value_.func_ = NULL; - return temp; - } else { - ::tensorflow::NameAttrList* temp = value_.func_; - value_.func_ = NULL; - return temp; - } - } else { - return NULL; - } -} -void AttrValue::set_allocated_func(::tensorflow::NameAttrList* func) { - clear_value(); - if (func) { - if (GetArenaNoVirtual() != NULL && - ::google::protobuf::Arena::GetArena(func) == NULL) { - GetArenaNoVirtual()->Own(func); - } else if (GetArenaNoVirtual() != - ::google::protobuf::Arena::GetArena(func)) { - ::tensorflow::NameAttrList* new_func = - ::google::protobuf::Arena::CreateMessage< ::tensorflow::NameAttrList >( - GetArenaNoVirtual()); - new_func->CopyFrom(*func); - func = new_func; - } - set_has_func(); - value_.func_ = func; - } - // @@protoc_insertion_point(field_set_allocated:tensorflow.AttrValue.func) -} - ::tensorflow::NameAttrList* AttrValue::unsafe_arena_release_func() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.AttrValue.func) - if (has_func()) { - clear_has_value(); - ::tensorflow::NameAttrList* temp = value_.func_; - value_.func_ = NULL; - return temp; - } else { - return NULL; - } -} - void AttrValue::unsafe_arena_set_allocated_func(::tensorflow::NameAttrList* func) { - clear_value(); - if (func) { - set_has_func(); - value_.func_ = func; - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.AttrValue.func) -} - -// optional string placeholder = 9; -bool AttrValue::has_placeholder() const { - return value_case() == kPlaceholder; -} -void AttrValue::set_has_placeholder() { - _oneof_case_[0] = kPlaceholder; -} -void AttrValue::clear_placeholder() { - if (has_placeholder()) { - value_.placeholder_.Destroy(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); - clear_has_value(); - } -} -const ::std::string& AttrValue::placeholder() const { - // @@protoc_insertion_point(field_get:tensorflow.AttrValue.placeholder) - if (has_placeholder()) { - return value_.placeholder_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - return *&::google::protobuf::internal::GetEmptyStringAlreadyInited(); -} -void AttrValue::set_placeholder(const ::std::string& value) { - if (!has_placeholder()) { - clear_value(); - set_has_placeholder(); - value_.placeholder_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - value_.placeholder_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.AttrValue.placeholder) -} -void AttrValue::set_placeholder(const char* value) { - if (!has_placeholder()) { - clear_value(); - set_has_placeholder(); - value_.placeholder_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - value_.placeholder_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(value), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.AttrValue.placeholder) -} -void AttrValue::set_placeholder(const char* value, - size_t size) { - if (!has_placeholder()) { - clear_value(); - set_has_placeholder(); - value_.placeholder_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - value_.placeholder_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.AttrValue.placeholder) -} -::std::string* AttrValue::mutable_placeholder() { - if (!has_placeholder()) { - clear_value(); - set_has_placeholder(); - value_.placeholder_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - return value_.placeholder_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_mutable:tensorflow.AttrValue.placeholder) -} -::std::string* AttrValue::release_placeholder() { - // @@protoc_insertion_point(field_release:tensorflow.AttrValue.placeholder) - if (has_placeholder()) { - clear_has_value(); - return value_.placeholder_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); - } else { - return NULL; - } -} -::std::string* AttrValue::unsafe_arena_release_placeholder() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.AttrValue.placeholder) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (has_placeholder()) { - clear_has_value(); - return value_.placeholder_.UnsafeArenaRelease( - &::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); - } else { - return NULL; - } -} -void AttrValue::set_allocated_placeholder(::std::string* placeholder) { - if (!has_placeholder()) { - value_.placeholder_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - clear_value(); - if (placeholder != NULL) { - set_has_placeholder(); - value_.placeholder_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), placeholder, - GetArenaNoVirtual()); - } - // @@protoc_insertion_point(field_set_allocated:tensorflow.AttrValue.placeholder) -} -void AttrValue::unsafe_arena_set_allocated_placeholder(::std::string* placeholder) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (!has_placeholder()) { - value_.placeholder_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - clear_value(); - if (placeholder) { - set_has_placeholder(); - value_.placeholder_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), placeholder, GetArenaNoVirtual()); - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.AttrValue.placeholder) -} - -bool AttrValue::has_value() const { - return value_case() != VALUE_NOT_SET; -} -void AttrValue::clear_has_value() { - _oneof_case_[0] = VALUE_NOT_SET; -} -AttrValue::ValueCase AttrValue::value_case() const { - return AttrValue::ValueCase(_oneof_case_[0]); -} -inline const AttrValue* AttrValue::internal_default_instance() { - return &AttrValue_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int NameAttrList::kNameFieldNumber; -const int NameAttrList::kAttrFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -NameAttrList::NameAttrList() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_attr_5fvalue_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:tensorflow.NameAttrList) -} -NameAttrList::NameAttrList(::google::protobuf::Arena* arena) - : ::google::protobuf::Message(), - _internal_metadata_(arena), - attr_(arena) { -#ifdef GOOGLE_PROTOBUF_NO_STATIC_INITIALIZER - protobuf_InitDefaults_attr_5fvalue_2eproto(); -#endif // GOOGLE_PROTOBUF_NO_STATIC_INITIALIZER - SharedCtor(); - RegisterArenaDtor(arena); - // @@protoc_insertion_point(arena_constructor:tensorflow.NameAttrList) -} - -void NameAttrList::InitAsDefaultInstance() { -} - -NameAttrList::NameAttrList(const NameAttrList& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:tensorflow.NameAttrList) -} - -void NameAttrList::SharedCtor() { - attr_.SetAssignDescriptorCallback( - protobuf_AssignDescriptorsOnce); - attr_.SetEntryDescriptor( - &::tensorflow::NameAttrList_AttrEntry_descriptor_); - name_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - _cached_size_ = 0; -} - -NameAttrList::~NameAttrList() { - // @@protoc_insertion_point(destructor:tensorflow.NameAttrList) - SharedDtor(); -} - -void NameAttrList::SharedDtor() { - ::google::protobuf::Arena* arena = GetArenaNoVirtual(); - if (arena != NULL) { - return; - } - - name_.Destroy(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), arena); -} - -void NameAttrList::ArenaDtor(void* object) { - NameAttrList* _this = reinterpret_cast< NameAttrList* >(object); - (void)_this; -} -void NameAttrList::RegisterArenaDtor(::google::protobuf::Arena* arena) { -} -void NameAttrList::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* NameAttrList::descriptor() { - protobuf_AssignDescriptorsOnce(); - return NameAttrList_descriptor_; -} - -const NameAttrList& NameAttrList::default_instance() { - protobuf_InitDefaults_attr_5fvalue_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed NameAttrList_default_instance_; - -NameAttrList* NameAttrList::New(::google::protobuf::Arena* arena) const { - return ::google::protobuf::Arena::CreateMessage(arena); -} - -void NameAttrList::Clear() { -// @@protoc_insertion_point(message_clear_start:tensorflow.NameAttrList) - name_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); - attr_.Clear(); -} - -bool NameAttrList::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:tensorflow.NameAttrList) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional string name = 1; - case 1: { - if (tag == 10) { - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_name())); - DO_(::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->name().data(), this->name().length(), - ::google::protobuf::internal::WireFormatLite::PARSE, - "tensorflow.NameAttrList.name")); - } else { - goto handle_unusual; - } - if (input->ExpectTag(18)) goto parse_attr; - break; - } - - // map attr = 2; - case 2: { - if (tag == 18) { - parse_attr: - DO_(input->IncrementRecursionDepth()); - parse_loop_attr: - NameAttrList_AttrEntry::Parser< ::google::protobuf::internal::MapField< - ::std::string, ::tensorflow::AttrValue, - ::google::protobuf::internal::WireFormatLite::TYPE_STRING, - ::google::protobuf::internal::WireFormatLite::TYPE_MESSAGE, - 0 >, - ::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue > > parser(&attr_); - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, &parser)); - DO_(::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - parser.key().data(), parser.key().length(), - ::google::protobuf::internal::WireFormatLite::PARSE, - "tensorflow.NameAttrList.AttrEntry.key")); - } else { - goto handle_unusual; - } - if (input->ExpectTag(18)) goto parse_loop_attr; - input->UnsafeDecrementRecursionDepth(); - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormatLite::SkipField(input, tag)); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:tensorflow.NameAttrList) - return true; -failure: - // @@protoc_insertion_point(parse_failure:tensorflow.NameAttrList) - return false; -#undef DO_ -} - -void NameAttrList::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:tensorflow.NameAttrList) - // optional string name = 1; - if (this->name().size() > 0) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->name().data(), this->name().length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.NameAttrList.name"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 1, this->name(), output); - } - - // map attr = 2; - if (!this->attr().empty()) { - typedef ::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue >::const_pointer - ConstPtr; - typedef ConstPtr SortItem; - typedef ::google::protobuf::internal::CompareByDerefFirst Less; - struct Utf8Check { - static void Check(ConstPtr p) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - p->first.data(), p->first.length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.NameAttrList.AttrEntry.key"); - } - }; - - if (output->IsSerializationDeterminstic() && - this->attr().size() > 1) { - ::google::protobuf::scoped_array items( - new SortItem[this->attr().size()]); - typedef ::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue >::size_type size_type; - size_type n = 0; - for (::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue >::const_iterator - it = this->attr().begin(); - it != this->attr().end(); ++it, ++n) { - items[n] = SortItem(&*it); - } - ::std::sort(&items[0], &items[n], Less()); - ::google::protobuf::scoped_ptr entry; - for (size_type i = 0; i < n; i++) { - entry.reset(attr_.NewEntryWrapper( - items[i]->first, items[i]->second)); - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 2, *entry, output); - if (entry->GetArena() != NULL) { - entry.release(); - } - Utf8Check::Check(items[i]); - } - } else { - ::google::protobuf::scoped_ptr entry; - for (::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue >::const_iterator - it = this->attr().begin(); - it != this->attr().end(); ++it) { - entry.reset(attr_.NewEntryWrapper( - it->first, it->second)); - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 2, *entry, output); - if (entry->GetArena() != NULL) { - entry.release(); - } - Utf8Check::Check(&*it); - } - } - } - - // @@protoc_insertion_point(serialize_end:tensorflow.NameAttrList) -} - -::google::protobuf::uint8* NameAttrList::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:tensorflow.NameAttrList) - // optional string name = 1; - if (this->name().size() > 0) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->name().data(), this->name().length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.NameAttrList.name"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 1, this->name(), target); - } - - // map attr = 2; - if (!this->attr().empty()) { - typedef ::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue >::const_pointer - ConstPtr; - typedef ConstPtr SortItem; - typedef ::google::protobuf::internal::CompareByDerefFirst Less; - struct Utf8Check { - static void Check(ConstPtr p) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - p->first.data(), p->first.length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.NameAttrList.AttrEntry.key"); - } - }; - - if (deterministic && - this->attr().size() > 1) { - ::google::protobuf::scoped_array items( - new SortItem[this->attr().size()]); - typedef ::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue >::size_type size_type; - size_type n = 0; - for (::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue >::const_iterator - it = this->attr().begin(); - it != this->attr().end(); ++it, ++n) { - items[n] = SortItem(&*it); - } - ::std::sort(&items[0], &items[n], Less()); - ::google::protobuf::scoped_ptr entry; - for (size_type i = 0; i < n; i++) { - entry.reset(attr_.NewEntryWrapper( - items[i]->first, items[i]->second)); - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 2, *entry, deterministic, target); -; - if (entry->GetArena() != NULL) { - entry.release(); - } - Utf8Check::Check(items[i]); - } - } else { - ::google::protobuf::scoped_ptr entry; - for (::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue >::const_iterator - it = this->attr().begin(); - it != this->attr().end(); ++it) { - entry.reset(attr_.NewEntryWrapper( - it->first, it->second)); - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 2, *entry, deterministic, target); -; - if (entry->GetArena() != NULL) { - entry.release(); - } - Utf8Check::Check(&*it); - } - } - } - - // @@protoc_insertion_point(serialize_to_array_end:tensorflow.NameAttrList) - return target; -} - -size_t NameAttrList::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:tensorflow.NameAttrList) - size_t total_size = 0; - - // optional string name = 1; - if (this->name().size() > 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->name()); - } - - // map attr = 2; - total_size += 1 * - ::google::protobuf::internal::FromIntSize(this->attr_size()); - { - ::google::protobuf::scoped_ptr entry; - for (::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue >::const_iterator - it = this->attr().begin(); - it != this->attr().end(); ++it) { - if (entry.get() != NULL && entry->GetArena() != NULL) { - entry.release(); - } - entry.reset(attr_.NewEntryWrapper(it->first, it->second)); - total_size += ::google::protobuf::internal::WireFormatLite:: - MessageSizeNoVirtual(*entry); - } - if (entry.get() != NULL && entry->GetArena() != NULL) { - entry.release(); - } - } - - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void NameAttrList::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:tensorflow.NameAttrList) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const NameAttrList* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:tensorflow.NameAttrList) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:tensorflow.NameAttrList) - UnsafeMergeFrom(*source); - } -} - -void NameAttrList::MergeFrom(const NameAttrList& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:tensorflow.NameAttrList) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void NameAttrList::UnsafeMergeFrom(const NameAttrList& from) { - GOOGLE_DCHECK(&from != this); - attr_.MergeFrom(from.attr_); - if (from.name().size() > 0) { - set_name(from.name()); - } -} - -void NameAttrList::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:tensorflow.NameAttrList) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void NameAttrList::CopyFrom(const NameAttrList& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:tensorflow.NameAttrList) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool NameAttrList::IsInitialized() const { - - return true; -} - -void NameAttrList::Swap(NameAttrList* other) { - if (other == this) return; - if (GetArenaNoVirtual() == other->GetArenaNoVirtual()) { - InternalSwap(other); - } else { - NameAttrList temp; - temp.UnsafeMergeFrom(*this); - CopyFrom(*other); - other->CopyFrom(temp); - } -} -void NameAttrList::UnsafeArenaSwap(NameAttrList* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArenaNoVirtual() == other->GetArenaNoVirtual()); - InternalSwap(other); -} -void NameAttrList::InternalSwap(NameAttrList* other) { - name_.Swap(&other->name_); - attr_.Swap(&other->attr_); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata NameAttrList::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = NameAttrList_descriptor_; - metadata.reflection = NameAttrList_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// NameAttrList - -// optional string name = 1; -void NameAttrList::clear_name() { - name_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -const ::std::string& NameAttrList::name() const { - // @@protoc_insertion_point(field_get:tensorflow.NameAttrList.name) - return name_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void NameAttrList::set_name(const ::std::string& value) { - - name_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.NameAttrList.name) -} -void NameAttrList::set_name(const char* value) { - - name_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.NameAttrList.name) -} -void NameAttrList::set_name(const char* value, - size_t size) { - - name_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.NameAttrList.name) -} -::std::string* NameAttrList::mutable_name() { - - // @@protoc_insertion_point(field_mutable:tensorflow.NameAttrList.name) - return name_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -::std::string* NameAttrList::release_name() { - // @@protoc_insertion_point(field_release:tensorflow.NameAttrList.name) - - return name_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -::std::string* NameAttrList::unsafe_arena_release_name() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.NameAttrList.name) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - - return name_.UnsafeArenaRelease(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); -} -void NameAttrList::set_allocated_name(::std::string* name) { - if (name != NULL) { - - } else { - - } - name_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), name, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_allocated:tensorflow.NameAttrList.name) -} -void NameAttrList::unsafe_arena_set_allocated_name( - ::std::string* name) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (name != NULL) { - - } else { - - } - name_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - name, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.NameAttrList.name) -} - -// map attr = 2; -int NameAttrList::attr_size() const { - return attr_.size(); -} -void NameAttrList::clear_attr() { - attr_.Clear(); -} - const ::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue >& -NameAttrList::attr() const { - // @@protoc_insertion_point(field_map:tensorflow.NameAttrList.attr) - return attr_.GetMap(); -} - ::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue >* -NameAttrList::mutable_attr() { - // @@protoc_insertion_point(field_mutable_map:tensorflow.NameAttrList.attr) - return attr_.MutableMap(); -} - -inline const NameAttrList* NameAttrList::internal_default_instance() { - return &NameAttrList_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// @@protoc_insertion_point(namespace_scope) - -} // namespace tensorflow - -// @@protoc_insertion_point(global_scope) diff --git a/modules/dnn/misc/tensorflow/attr_value.pb.h b/modules/dnn/misc/tensorflow/attr_value.pb.h deleted file mode 100644 index d37a724ab..000000000 --- a/modules/dnn/misc/tensorflow/attr_value.pb.h +++ /dev/null @@ -1,1697 +0,0 @@ -// Generated by the protocol buffer compiler. DO NOT EDIT! -// source: attr_value.proto - -#ifndef PROTOBUF_attr_5fvalue_2eproto__INCLUDED -#define PROTOBUF_attr_5fvalue_2eproto__INCLUDED - -#include - -#include - -#if GOOGLE_PROTOBUF_VERSION < 3001000 -#error This file was generated by a newer version of protoc which is -#error incompatible with your Protocol Buffer headers. Please update -#error your headers. -#endif -#if 3001000 < GOOGLE_PROTOBUF_MIN_PROTOC_VERSION -#error This file was generated by an older version of protoc which is -#error incompatible with your Protocol Buffer headers. Please -#error regenerate this file with a newer version of protoc. -#endif - -#include -#include -#include -#include -#include -#include -#include -#include -#include -#include -#include "tensor.pb.h" -#include "tensor_shape.pb.h" -#include "types.pb.h" -// @@protoc_insertion_point(includes) - -namespace tensorflow { - -// Internal implementation detail -- do not call these. -void protobuf_AddDesc_attr_5fvalue_2eproto(); -void protobuf_InitDefaults_attr_5fvalue_2eproto(); -void protobuf_AssignDesc_attr_5fvalue_2eproto(); -void protobuf_ShutdownFile_attr_5fvalue_2eproto(); - -class AttrValue; -class AttrValue_ListValue; -class NameAttrList; - -// =================================================================== - -class AttrValue_ListValue : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:tensorflow.AttrValue.ListValue) */ { - public: - AttrValue_ListValue(); - virtual ~AttrValue_ListValue(); - - AttrValue_ListValue(const AttrValue_ListValue& from); - - inline AttrValue_ListValue& operator=(const AttrValue_ListValue& from) { - CopyFrom(from); - return *this; - } - - inline ::google::protobuf::Arena* GetArena() const { return GetArenaNoVirtual(); } - inline void* GetMaybeArenaPointer() const { - return MaybeArenaPtr(); - } - static const ::google::protobuf::Descriptor* descriptor(); - static const AttrValue_ListValue& default_instance(); - - static const AttrValue_ListValue* internal_default_instance(); - - void UnsafeArenaSwap(AttrValue_ListValue* other); - void Swap(AttrValue_ListValue* other); - - // implements Message ---------------------------------------------- - - inline AttrValue_ListValue* New() const { return New(NULL); } - - AttrValue_ListValue* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const AttrValue_ListValue& from); - void MergeFrom(const AttrValue_ListValue& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(AttrValue_ListValue* other); - void UnsafeMergeFrom(const AttrValue_ListValue& from); - protected: - explicit AttrValue_ListValue(::google::protobuf::Arena* arena); - private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::google::protobuf::Arena* arena); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // repeated bytes s = 2; - int s_size() const; - void clear_s(); - static const int kSFieldNumber = 2; - const ::std::string& s(int index) const; - ::std::string* mutable_s(int index); - void set_s(int index, const ::std::string& value); - void set_s(int index, const char* value); - void set_s(int index, const void* value, size_t size); - ::std::string* add_s(); - void add_s(const ::std::string& value); - void add_s(const char* value); - void add_s(const void* value, size_t size); - const ::google::protobuf::RepeatedPtrField< ::std::string>& s() const; - ::google::protobuf::RepeatedPtrField< ::std::string>* mutable_s(); - - // repeated int64 i = 3 [packed = true]; - int i_size() const; - void clear_i(); - static const int kIFieldNumber = 3; - ::google::protobuf::int64 i(int index) const; - void set_i(int index, ::google::protobuf::int64 value); - void add_i(::google::protobuf::int64 value); - const ::google::protobuf::RepeatedField< ::google::protobuf::int64 >& - i() const; - ::google::protobuf::RepeatedField< ::google::protobuf::int64 >* - mutable_i(); - - // repeated float f = 4 [packed = true]; - int f_size() const; - void clear_f(); - static const int kFFieldNumber = 4; - float f(int index) const; - void set_f(int index, float value); - void add_f(float value); - const ::google::protobuf::RepeatedField< float >& - f() const; - ::google::protobuf::RepeatedField< float >* - mutable_f(); - - // repeated bool b = 5 [packed = true]; - int b_size() const; - void clear_b(); - static const int kBFieldNumber = 5; - bool b(int index) const; - void set_b(int index, bool value); - void add_b(bool value); - const ::google::protobuf::RepeatedField< bool >& - b() const; - ::google::protobuf::RepeatedField< bool >* - mutable_b(); - - // repeated .tensorflow.DataType type = 6 [packed = true]; - int type_size() const; - void clear_type(); - static const int kTypeFieldNumber = 6; - ::tensorflow::DataType type(int index) const; - void set_type(int index, ::tensorflow::DataType value); - void add_type(::tensorflow::DataType value); - const ::google::protobuf::RepeatedField& type() const; - ::google::protobuf::RepeatedField* mutable_type(); - - // repeated .tensorflow.TensorShapeProto shape = 7; - int shape_size() const; - void clear_shape(); - static const int kShapeFieldNumber = 7; - const ::tensorflow::TensorShapeProto& shape(int index) const; - ::tensorflow::TensorShapeProto* mutable_shape(int index); - ::tensorflow::TensorShapeProto* add_shape(); - ::google::protobuf::RepeatedPtrField< ::tensorflow::TensorShapeProto >* - mutable_shape(); - const ::google::protobuf::RepeatedPtrField< ::tensorflow::TensorShapeProto >& - shape() const; - - // repeated .tensorflow.TensorProto tensor = 8; - int tensor_size() const; - void clear_tensor(); - static const int kTensorFieldNumber = 8; - const ::tensorflow::TensorProto& tensor(int index) const; - ::tensorflow::TensorProto* mutable_tensor(int index); - ::tensorflow::TensorProto* add_tensor(); - ::google::protobuf::RepeatedPtrField< ::tensorflow::TensorProto >* - mutable_tensor(); - const ::google::protobuf::RepeatedPtrField< ::tensorflow::TensorProto >& - tensor() const; - - // @@protoc_insertion_point(class_scope:tensorflow.AttrValue.ListValue) - private: - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - friend class ::google::protobuf::Arena; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; - ::google::protobuf::RepeatedPtrField< ::std::string> s_; - ::google::protobuf::RepeatedField< ::google::protobuf::int64 > i_; - mutable int _i_cached_byte_size_; - ::google::protobuf::RepeatedField< float > f_; - mutable int _f_cached_byte_size_; - ::google::protobuf::RepeatedField< bool > b_; - mutable int _b_cached_byte_size_; - ::google::protobuf::RepeatedField type_; - mutable int _type_cached_byte_size_; - ::google::protobuf::RepeatedPtrField< ::tensorflow::TensorShapeProto > shape_; - ::google::protobuf::RepeatedPtrField< ::tensorflow::TensorProto > tensor_; - mutable int _cached_size_; - friend void protobuf_InitDefaults_attr_5fvalue_2eproto_impl(); - friend void protobuf_AddDesc_attr_5fvalue_2eproto_impl(); - friend void protobuf_AssignDesc_attr_5fvalue_2eproto(); - friend void protobuf_ShutdownFile_attr_5fvalue_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed AttrValue_ListValue_default_instance_; - -// ------------------------------------------------------------------- - -class AttrValue : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:tensorflow.AttrValue) */ { - public: - AttrValue(); - virtual ~AttrValue(); - - AttrValue(const AttrValue& from); - - inline AttrValue& operator=(const AttrValue& from) { - CopyFrom(from); - return *this; - } - - inline ::google::protobuf::Arena* GetArena() const { return GetArenaNoVirtual(); } - inline void* GetMaybeArenaPointer() const { - return MaybeArenaPtr(); - } - static const ::google::protobuf::Descriptor* descriptor(); - static const AttrValue& default_instance(); - - enum ValueCase { - kS = 2, - kI = 3, - kF = 4, - kB = 5, - kType = 6, - kShape = 7, - kTensor = 8, - kList = 1, - kFunc = 10, - kPlaceholder = 9, - VALUE_NOT_SET = 0, - }; - - static const AttrValue* internal_default_instance(); - - void UnsafeArenaSwap(AttrValue* other); - void Swap(AttrValue* other); - - // implements Message ---------------------------------------------- - - inline AttrValue* New() const { return New(NULL); } - - AttrValue* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const AttrValue& from); - void MergeFrom(const AttrValue& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(AttrValue* other); - void UnsafeMergeFrom(const AttrValue& from); - protected: - explicit AttrValue(::google::protobuf::Arena* arena); - private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::google::protobuf::Arena* arena); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - typedef AttrValue_ListValue ListValue; - - // accessors ------------------------------------------------------- - - // optional bytes s = 2; - private: - bool has_s() const; - public: - void clear_s(); - static const int kSFieldNumber = 2; - const ::std::string& s() const; - void set_s(const ::std::string& value); - void set_s(const char* value); - void set_s(const void* value, size_t size); - ::std::string* mutable_s(); - ::std::string* release_s(); - void set_allocated_s(::std::string* s); - ::std::string* unsafe_arena_release_s(); - void unsafe_arena_set_allocated_s( - ::std::string* s); - - // optional int64 i = 3; - private: - bool has_i() const; - public: - void clear_i(); - static const int kIFieldNumber = 3; - ::google::protobuf::int64 i() const; - void set_i(::google::protobuf::int64 value); - - // optional float f = 4; - private: - bool has_f() const; - public: - void clear_f(); - static const int kFFieldNumber = 4; - float f() const; - void set_f(float value); - - // optional bool b = 5; - private: - bool has_b() const; - public: - void clear_b(); - static const int kBFieldNumber = 5; - bool b() const; - void set_b(bool value); - - // optional .tensorflow.DataType type = 6; - private: - bool has_type() const; - public: - void clear_type(); - static const int kTypeFieldNumber = 6; - ::tensorflow::DataType type() const; - void set_type(::tensorflow::DataType value); - - // optional .tensorflow.TensorShapeProto shape = 7; - bool has_shape() const; - void clear_shape(); - static const int kShapeFieldNumber = 7; - private: - void _slow_mutable_shape(); - void _slow_set_allocated_shape( - ::google::protobuf::Arena* message_arena, ::tensorflow::TensorShapeProto** shape); - ::tensorflow::TensorShapeProto* _slow_release_shape(); - public: - const ::tensorflow::TensorShapeProto& shape() const; - ::tensorflow::TensorShapeProto* mutable_shape(); - ::tensorflow::TensorShapeProto* release_shape(); - void set_allocated_shape(::tensorflow::TensorShapeProto* shape); - ::tensorflow::TensorShapeProto* unsafe_arena_release_shape(); - void unsafe_arena_set_allocated_shape( - ::tensorflow::TensorShapeProto* shape); - - // optional .tensorflow.TensorProto tensor = 8; - bool has_tensor() const; - void clear_tensor(); - static const int kTensorFieldNumber = 8; - private: - void _slow_mutable_tensor(); - void _slow_set_allocated_tensor( - ::google::protobuf::Arena* message_arena, ::tensorflow::TensorProto** tensor); - ::tensorflow::TensorProto* _slow_release_tensor(); - public: - const ::tensorflow::TensorProto& tensor() const; - ::tensorflow::TensorProto* mutable_tensor(); - ::tensorflow::TensorProto* release_tensor(); - void set_allocated_tensor(::tensorflow::TensorProto* tensor); - ::tensorflow::TensorProto* unsafe_arena_release_tensor(); - void unsafe_arena_set_allocated_tensor( - ::tensorflow::TensorProto* tensor); - - // optional .tensorflow.AttrValue.ListValue list = 1; - bool has_list() const; - void clear_list(); - static const int kListFieldNumber = 1; - private: - void _slow_mutable_list(); - void _slow_set_allocated_list( - ::google::protobuf::Arena* message_arena, ::tensorflow::AttrValue_ListValue** list); - ::tensorflow::AttrValue_ListValue* _slow_release_list(); - public: - const ::tensorflow::AttrValue_ListValue& list() const; - ::tensorflow::AttrValue_ListValue* mutable_list(); - ::tensorflow::AttrValue_ListValue* release_list(); - void set_allocated_list(::tensorflow::AttrValue_ListValue* list); - ::tensorflow::AttrValue_ListValue* unsafe_arena_release_list(); - void unsafe_arena_set_allocated_list( - ::tensorflow::AttrValue_ListValue* list); - - // optional .tensorflow.NameAttrList func = 10; - bool has_func() const; - void clear_func(); - static const int kFuncFieldNumber = 10; - private: - void _slow_mutable_func(); - void _slow_set_allocated_func( - ::google::protobuf::Arena* message_arena, ::tensorflow::NameAttrList** func); - ::tensorflow::NameAttrList* _slow_release_func(); - public: - const ::tensorflow::NameAttrList& func() const; - ::tensorflow::NameAttrList* mutable_func(); - ::tensorflow::NameAttrList* release_func(); - void set_allocated_func(::tensorflow::NameAttrList* func); - ::tensorflow::NameAttrList* unsafe_arena_release_func(); - void unsafe_arena_set_allocated_func( - ::tensorflow::NameAttrList* func); - - // optional string placeholder = 9; - private: - bool has_placeholder() const; - public: - void clear_placeholder(); - static const int kPlaceholderFieldNumber = 9; - const ::std::string& placeholder() const; - void set_placeholder(const ::std::string& value); - void set_placeholder(const char* value); - void set_placeholder(const char* value, size_t size); - ::std::string* mutable_placeholder(); - ::std::string* release_placeholder(); - void set_allocated_placeholder(::std::string* placeholder); - ::std::string* unsafe_arena_release_placeholder(); - void unsafe_arena_set_allocated_placeholder( - ::std::string* placeholder); - - ValueCase value_case() const; - // @@protoc_insertion_point(class_scope:tensorflow.AttrValue) - private: - inline void set_has_s(); - inline void set_has_i(); - inline void set_has_f(); - inline void set_has_b(); - inline void set_has_type(); - inline void set_has_shape(); - inline void set_has_tensor(); - inline void set_has_list(); - inline void set_has_func(); - inline void set_has_placeholder(); - - inline bool has_value() const; - void clear_value(); - inline void clear_has_value(); - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - friend class ::google::protobuf::Arena; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; - union ValueUnion { - ValueUnion() {} - ::google::protobuf::internal::ArenaStringPtr s_; - ::google::protobuf::int64 i_; - float f_; - bool b_; - int type_; - ::tensorflow::TensorShapeProto* shape_; - ::tensorflow::TensorProto* tensor_; - ::tensorflow::AttrValue_ListValue* list_; - ::tensorflow::NameAttrList* func_; - ::google::protobuf::internal::ArenaStringPtr placeholder_; - } value_; - mutable int _cached_size_; - ::google::protobuf::uint32 _oneof_case_[1]; - - friend void protobuf_InitDefaults_attr_5fvalue_2eproto_impl(); - friend void protobuf_AddDesc_attr_5fvalue_2eproto_impl(); - friend void protobuf_AssignDesc_attr_5fvalue_2eproto(); - friend void protobuf_ShutdownFile_attr_5fvalue_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed AttrValue_default_instance_; - -// ------------------------------------------------------------------- - -class NameAttrList : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:tensorflow.NameAttrList) */ { - public: - NameAttrList(); - virtual ~NameAttrList(); - - NameAttrList(const NameAttrList& from); - - inline NameAttrList& operator=(const NameAttrList& from) { - CopyFrom(from); - return *this; - } - - inline ::google::protobuf::Arena* GetArena() const { return GetArenaNoVirtual(); } - inline void* GetMaybeArenaPointer() const { - return MaybeArenaPtr(); - } - static const ::google::protobuf::Descriptor* descriptor(); - static const NameAttrList& default_instance(); - - static const NameAttrList* internal_default_instance(); - - void UnsafeArenaSwap(NameAttrList* other); - void Swap(NameAttrList* other); - - // implements Message ---------------------------------------------- - - inline NameAttrList* New() const { return New(NULL); } - - NameAttrList* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const NameAttrList& from); - void MergeFrom(const NameAttrList& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(NameAttrList* other); - void UnsafeMergeFrom(const NameAttrList& from); - protected: - explicit NameAttrList(::google::protobuf::Arena* arena); - private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::google::protobuf::Arena* arena); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - - // accessors ------------------------------------------------------- - - // optional string name = 1; - void clear_name(); - static const int kNameFieldNumber = 1; - const ::std::string& name() const; - void set_name(const ::std::string& value); - void set_name(const char* value); - void set_name(const char* value, size_t size); - ::std::string* mutable_name(); - ::std::string* release_name(); - void set_allocated_name(::std::string* name); - ::std::string* unsafe_arena_release_name(); - void unsafe_arena_set_allocated_name( - ::std::string* name); - - // map attr = 2; - int attr_size() const; - void clear_attr(); - static const int kAttrFieldNumber = 2; - const ::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue >& - attr() const; - ::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue >* - mutable_attr(); - - // @@protoc_insertion_point(class_scope:tensorflow.NameAttrList) - private: - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - friend class ::google::protobuf::Arena; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; - typedef ::google::protobuf::internal::MapEntryLite< - ::std::string, ::tensorflow::AttrValue, - ::google::protobuf::internal::WireFormatLite::TYPE_STRING, - ::google::protobuf::internal::WireFormatLite::TYPE_MESSAGE, - 0 > - NameAttrList_AttrEntry; - ::google::protobuf::internal::MapField< - ::std::string, ::tensorflow::AttrValue, - ::google::protobuf::internal::WireFormatLite::TYPE_STRING, - ::google::protobuf::internal::WireFormatLite::TYPE_MESSAGE, - 0 > attr_; - ::google::protobuf::internal::ArenaStringPtr name_; - mutable int _cached_size_; - friend void protobuf_InitDefaults_attr_5fvalue_2eproto_impl(); - friend void protobuf_AddDesc_attr_5fvalue_2eproto_impl(); - friend void protobuf_AssignDesc_attr_5fvalue_2eproto(); - friend void protobuf_ShutdownFile_attr_5fvalue_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed NameAttrList_default_instance_; - -// =================================================================== - - -// =================================================================== - -#if !PROTOBUF_INLINE_NOT_IN_HEADERS -// AttrValue_ListValue - -// repeated bytes s = 2; -inline int AttrValue_ListValue::s_size() const { - return s_.size(); -} -inline void AttrValue_ListValue::clear_s() { - s_.Clear(); -} -inline const ::std::string& AttrValue_ListValue::s(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.AttrValue.ListValue.s) - return s_.Get(index); -} -inline ::std::string* AttrValue_ListValue::mutable_s(int index) { - // @@protoc_insertion_point(field_mutable:tensorflow.AttrValue.ListValue.s) - return s_.Mutable(index); -} -inline void AttrValue_ListValue::set_s(int index, const ::std::string& value) { - // @@protoc_insertion_point(field_set:tensorflow.AttrValue.ListValue.s) - s_.Mutable(index)->assign(value); -} -inline void AttrValue_ListValue::set_s(int index, const char* value) { - s_.Mutable(index)->assign(value); - // @@protoc_insertion_point(field_set_char:tensorflow.AttrValue.ListValue.s) -} -inline void AttrValue_ListValue::set_s(int index, const void* value, size_t size) { - s_.Mutable(index)->assign( - reinterpret_cast(value), size); - // @@protoc_insertion_point(field_set_pointer:tensorflow.AttrValue.ListValue.s) -} -inline ::std::string* AttrValue_ListValue::add_s() { - // @@protoc_insertion_point(field_add_mutable:tensorflow.AttrValue.ListValue.s) - return s_.Add(); -} -inline void AttrValue_ListValue::add_s(const ::std::string& value) { - s_.Add()->assign(value); - // @@protoc_insertion_point(field_add:tensorflow.AttrValue.ListValue.s) -} -inline void AttrValue_ListValue::add_s(const char* value) { - s_.Add()->assign(value); - // @@protoc_insertion_point(field_add_char:tensorflow.AttrValue.ListValue.s) -} -inline void AttrValue_ListValue::add_s(const void* value, size_t size) { - s_.Add()->assign(reinterpret_cast(value), size); - // @@protoc_insertion_point(field_add_pointer:tensorflow.AttrValue.ListValue.s) -} -inline const ::google::protobuf::RepeatedPtrField< ::std::string>& -AttrValue_ListValue::s() const { - // @@protoc_insertion_point(field_list:tensorflow.AttrValue.ListValue.s) - return s_; -} -inline ::google::protobuf::RepeatedPtrField< ::std::string>* -AttrValue_ListValue::mutable_s() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.AttrValue.ListValue.s) - return &s_; -} - -// repeated int64 i = 3 [packed = true]; -inline int AttrValue_ListValue::i_size() const { - return i_.size(); -} -inline void AttrValue_ListValue::clear_i() { - i_.Clear(); -} -inline ::google::protobuf::int64 AttrValue_ListValue::i(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.AttrValue.ListValue.i) - return i_.Get(index); -} -inline void AttrValue_ListValue::set_i(int index, ::google::protobuf::int64 value) { - i_.Set(index, value); - // @@protoc_insertion_point(field_set:tensorflow.AttrValue.ListValue.i) -} -inline void AttrValue_ListValue::add_i(::google::protobuf::int64 value) { - i_.Add(value); - // @@protoc_insertion_point(field_add:tensorflow.AttrValue.ListValue.i) -} -inline const ::google::protobuf::RepeatedField< ::google::protobuf::int64 >& -AttrValue_ListValue::i() const { - // @@protoc_insertion_point(field_list:tensorflow.AttrValue.ListValue.i) - return i_; -} -inline ::google::protobuf::RepeatedField< ::google::protobuf::int64 >* -AttrValue_ListValue::mutable_i() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.AttrValue.ListValue.i) - return &i_; -} - -// repeated float f = 4 [packed = true]; -inline int AttrValue_ListValue::f_size() const { - return f_.size(); -} -inline void AttrValue_ListValue::clear_f() { - f_.Clear(); -} -inline float AttrValue_ListValue::f(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.AttrValue.ListValue.f) - return f_.Get(index); -} -inline void AttrValue_ListValue::set_f(int index, float value) { - f_.Set(index, value); - // @@protoc_insertion_point(field_set:tensorflow.AttrValue.ListValue.f) -} -inline void AttrValue_ListValue::add_f(float value) { - f_.Add(value); - // @@protoc_insertion_point(field_add:tensorflow.AttrValue.ListValue.f) -} -inline const ::google::protobuf::RepeatedField< float >& -AttrValue_ListValue::f() const { - // @@protoc_insertion_point(field_list:tensorflow.AttrValue.ListValue.f) - return f_; -} -inline ::google::protobuf::RepeatedField< float >* -AttrValue_ListValue::mutable_f() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.AttrValue.ListValue.f) - return &f_; -} - -// repeated bool b = 5 [packed = true]; -inline int AttrValue_ListValue::b_size() const { - return b_.size(); -} -inline void AttrValue_ListValue::clear_b() { - b_.Clear(); -} -inline bool AttrValue_ListValue::b(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.AttrValue.ListValue.b) - return b_.Get(index); -} -inline void AttrValue_ListValue::set_b(int index, bool value) { - b_.Set(index, value); - // @@protoc_insertion_point(field_set:tensorflow.AttrValue.ListValue.b) -} -inline void AttrValue_ListValue::add_b(bool value) { - b_.Add(value); - // @@protoc_insertion_point(field_add:tensorflow.AttrValue.ListValue.b) -} -inline const ::google::protobuf::RepeatedField< bool >& -AttrValue_ListValue::b() const { - // @@protoc_insertion_point(field_list:tensorflow.AttrValue.ListValue.b) - return b_; -} -inline ::google::protobuf::RepeatedField< bool >* -AttrValue_ListValue::mutable_b() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.AttrValue.ListValue.b) - return &b_; -} - -// repeated .tensorflow.DataType type = 6 [packed = true]; -inline int AttrValue_ListValue::type_size() const { - return type_.size(); -} -inline void AttrValue_ListValue::clear_type() { - type_.Clear(); -} -inline ::tensorflow::DataType AttrValue_ListValue::type(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.AttrValue.ListValue.type) - return static_cast< ::tensorflow::DataType >(type_.Get(index)); -} -inline void AttrValue_ListValue::set_type(int index, ::tensorflow::DataType value) { - type_.Set(index, value); - // @@protoc_insertion_point(field_set:tensorflow.AttrValue.ListValue.type) -} -inline void AttrValue_ListValue::add_type(::tensorflow::DataType value) { - type_.Add(value); - // @@protoc_insertion_point(field_add:tensorflow.AttrValue.ListValue.type) -} -inline const ::google::protobuf::RepeatedField& -AttrValue_ListValue::type() const { - // @@protoc_insertion_point(field_list:tensorflow.AttrValue.ListValue.type) - return type_; -} -inline ::google::protobuf::RepeatedField* -AttrValue_ListValue::mutable_type() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.AttrValue.ListValue.type) - return &type_; -} - -// repeated .tensorflow.TensorShapeProto shape = 7; -inline int AttrValue_ListValue::shape_size() const { - return shape_.size(); -} -inline void AttrValue_ListValue::clear_shape() { - shape_.Clear(); -} -inline const ::tensorflow::TensorShapeProto& AttrValue_ListValue::shape(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.AttrValue.ListValue.shape) - return shape_.Get(index); -} -inline ::tensorflow::TensorShapeProto* AttrValue_ListValue::mutable_shape(int index) { - // @@protoc_insertion_point(field_mutable:tensorflow.AttrValue.ListValue.shape) - return shape_.Mutable(index); -} -inline ::tensorflow::TensorShapeProto* AttrValue_ListValue::add_shape() { - // @@protoc_insertion_point(field_add:tensorflow.AttrValue.ListValue.shape) - return shape_.Add(); -} -inline ::google::protobuf::RepeatedPtrField< ::tensorflow::TensorShapeProto >* -AttrValue_ListValue::mutable_shape() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.AttrValue.ListValue.shape) - return &shape_; -} -inline const ::google::protobuf::RepeatedPtrField< ::tensorflow::TensorShapeProto >& -AttrValue_ListValue::shape() const { - // @@protoc_insertion_point(field_list:tensorflow.AttrValue.ListValue.shape) - return shape_; -} - -// repeated .tensorflow.TensorProto tensor = 8; -inline int AttrValue_ListValue::tensor_size() const { - return tensor_.size(); -} -inline void AttrValue_ListValue::clear_tensor() { - tensor_.Clear(); -} -inline const ::tensorflow::TensorProto& AttrValue_ListValue::tensor(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.AttrValue.ListValue.tensor) - return tensor_.Get(index); -} -inline ::tensorflow::TensorProto* AttrValue_ListValue::mutable_tensor(int index) { - // @@protoc_insertion_point(field_mutable:tensorflow.AttrValue.ListValue.tensor) - return tensor_.Mutable(index); -} -inline ::tensorflow::TensorProto* AttrValue_ListValue::add_tensor() { - // @@protoc_insertion_point(field_add:tensorflow.AttrValue.ListValue.tensor) - return tensor_.Add(); -} -inline ::google::protobuf::RepeatedPtrField< ::tensorflow::TensorProto >* -AttrValue_ListValue::mutable_tensor() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.AttrValue.ListValue.tensor) - return &tensor_; -} -inline const ::google::protobuf::RepeatedPtrField< ::tensorflow::TensorProto >& -AttrValue_ListValue::tensor() const { - // @@protoc_insertion_point(field_list:tensorflow.AttrValue.ListValue.tensor) - return tensor_; -} - -inline const AttrValue_ListValue* AttrValue_ListValue::internal_default_instance() { - return &AttrValue_ListValue_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// AttrValue - -// optional bytes s = 2; -inline bool AttrValue::has_s() const { - return value_case() == kS; -} -inline void AttrValue::set_has_s() { - _oneof_case_[0] = kS; -} -inline void AttrValue::clear_s() { - if (has_s()) { - value_.s_.Destroy(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); - clear_has_value(); - } -} -inline const ::std::string& AttrValue::s() const { - // @@protoc_insertion_point(field_get:tensorflow.AttrValue.s) - if (has_s()) { - return value_.s_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - return *&::google::protobuf::internal::GetEmptyStringAlreadyInited(); -} -inline void AttrValue::set_s(const ::std::string& value) { - if (!has_s()) { - clear_value(); - set_has_s(); - value_.s_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - value_.s_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.AttrValue.s) -} -inline void AttrValue::set_s(const char* value) { - if (!has_s()) { - clear_value(); - set_has_s(); - value_.s_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - value_.s_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(value), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.AttrValue.s) -} -inline void AttrValue::set_s(const void* value, - size_t size) { - if (!has_s()) { - clear_value(); - set_has_s(); - value_.s_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - value_.s_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.AttrValue.s) -} -inline ::std::string* AttrValue::mutable_s() { - if (!has_s()) { - clear_value(); - set_has_s(); - value_.s_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - return value_.s_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_mutable:tensorflow.AttrValue.s) -} -inline ::std::string* AttrValue::release_s() { - // @@protoc_insertion_point(field_release:tensorflow.AttrValue.s) - if (has_s()) { - clear_has_value(); - return value_.s_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); - } else { - return NULL; - } -} -inline ::std::string* AttrValue::unsafe_arena_release_s() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.AttrValue.s) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (has_s()) { - clear_has_value(); - return value_.s_.UnsafeArenaRelease( - &::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); - } else { - return NULL; - } -} -inline void AttrValue::set_allocated_s(::std::string* s) { - if (!has_s()) { - value_.s_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - clear_value(); - if (s != NULL) { - set_has_s(); - value_.s_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), s, - GetArenaNoVirtual()); - } - // @@protoc_insertion_point(field_set_allocated:tensorflow.AttrValue.s) -} -inline void AttrValue::unsafe_arena_set_allocated_s(::std::string* s) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (!has_s()) { - value_.s_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - clear_value(); - if (s) { - set_has_s(); - value_.s_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), s, GetArenaNoVirtual()); - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.AttrValue.s) -} - -// optional int64 i = 3; -inline bool AttrValue::has_i() const { - return value_case() == kI; -} -inline void AttrValue::set_has_i() { - _oneof_case_[0] = kI; -} -inline void AttrValue::clear_i() { - if (has_i()) { - value_.i_ = GOOGLE_LONGLONG(0); - clear_has_value(); - } -} -inline ::google::protobuf::int64 AttrValue::i() const { - // @@protoc_insertion_point(field_get:tensorflow.AttrValue.i) - if (has_i()) { - return value_.i_; - } - return GOOGLE_LONGLONG(0); -} -inline void AttrValue::set_i(::google::protobuf::int64 value) { - if (!has_i()) { - clear_value(); - set_has_i(); - } - value_.i_ = value; - // @@protoc_insertion_point(field_set:tensorflow.AttrValue.i) -} - -// optional float f = 4; -inline bool AttrValue::has_f() const { - return value_case() == kF; -} -inline void AttrValue::set_has_f() { - _oneof_case_[0] = kF; -} -inline void AttrValue::clear_f() { - if (has_f()) { - value_.f_ = 0; - clear_has_value(); - } -} -inline float AttrValue::f() const { - // @@protoc_insertion_point(field_get:tensorflow.AttrValue.f) - if (has_f()) { - return value_.f_; - } - return 0; -} -inline void AttrValue::set_f(float value) { - if (!has_f()) { - clear_value(); - set_has_f(); - } - value_.f_ = value; - // @@protoc_insertion_point(field_set:tensorflow.AttrValue.f) -} - -// optional bool b = 5; -inline bool AttrValue::has_b() const { - return value_case() == kB; -} -inline void AttrValue::set_has_b() { - _oneof_case_[0] = kB; -} -inline void AttrValue::clear_b() { - if (has_b()) { - value_.b_ = false; - clear_has_value(); - } -} -inline bool AttrValue::b() const { - // @@protoc_insertion_point(field_get:tensorflow.AttrValue.b) - if (has_b()) { - return value_.b_; - } - return false; -} -inline void AttrValue::set_b(bool value) { - if (!has_b()) { - clear_value(); - set_has_b(); - } - value_.b_ = value; - // @@protoc_insertion_point(field_set:tensorflow.AttrValue.b) -} - -// optional .tensorflow.DataType type = 6; -inline bool AttrValue::has_type() const { - return value_case() == kType; -} -inline void AttrValue::set_has_type() { - _oneof_case_[0] = kType; -} -inline void AttrValue::clear_type() { - if (has_type()) { - value_.type_ = 0; - clear_has_value(); - } -} -inline ::tensorflow::DataType AttrValue::type() const { - // @@protoc_insertion_point(field_get:tensorflow.AttrValue.type) - if (has_type()) { - return static_cast< ::tensorflow::DataType >(value_.type_); - } - return static_cast< ::tensorflow::DataType >(0); -} -inline void AttrValue::set_type(::tensorflow::DataType value) { - if (!has_type()) { - clear_value(); - set_has_type(); - } - value_.type_ = value; - // @@protoc_insertion_point(field_set:tensorflow.AttrValue.type) -} - -// optional .tensorflow.TensorShapeProto shape = 7; -inline bool AttrValue::has_shape() const { - return value_case() == kShape; -} -inline void AttrValue::set_has_shape() { - _oneof_case_[0] = kShape; -} -inline void AttrValue::clear_shape() { - if (has_shape()) { - if (GetArenaNoVirtual() == NULL) { - delete value_.shape_; - } - clear_has_value(); - } -} -inline const ::tensorflow::TensorShapeProto& AttrValue::shape() const { - // @@protoc_insertion_point(field_get:tensorflow.AttrValue.shape) - return has_shape() - ? *value_.shape_ - : ::tensorflow::TensorShapeProto::default_instance(); -} -inline ::tensorflow::TensorShapeProto* AttrValue::mutable_shape() { - if (!has_shape()) { - clear_value(); - set_has_shape(); - value_.shape_ = - ::google::protobuf::Arena::CreateMessage< ::tensorflow::TensorShapeProto >( - GetArenaNoVirtual()); - } - // @@protoc_insertion_point(field_mutable:tensorflow.AttrValue.shape) - return value_.shape_; -} -inline ::tensorflow::TensorShapeProto* AttrValue::release_shape() { - // @@protoc_insertion_point(field_release:tensorflow.AttrValue.shape) - if (has_shape()) { - clear_has_value(); - if (GetArenaNoVirtual() != NULL) { - ::tensorflow::TensorShapeProto* temp = new ::tensorflow::TensorShapeProto(*value_.shape_); - value_.shape_ = NULL; - return temp; - } else { - ::tensorflow::TensorShapeProto* temp = value_.shape_; - value_.shape_ = NULL; - return temp; - } - } else { - return NULL; - } -} -inline void AttrValue::set_allocated_shape(::tensorflow::TensorShapeProto* shape) { - clear_value(); - if (shape) { - if (GetArenaNoVirtual() != NULL && - ::google::protobuf::Arena::GetArena(shape) == NULL) { - GetArenaNoVirtual()->Own(shape); - } else if (GetArenaNoVirtual() != - ::google::protobuf::Arena::GetArena(shape)) { - ::tensorflow::TensorShapeProto* new_shape = - ::google::protobuf::Arena::CreateMessage< ::tensorflow::TensorShapeProto >( - GetArenaNoVirtual()); - new_shape->CopyFrom(*shape); - shape = new_shape; - } - set_has_shape(); - value_.shape_ = shape; - } - // @@protoc_insertion_point(field_set_allocated:tensorflow.AttrValue.shape) -} -inline ::tensorflow::TensorShapeProto* AttrValue::unsafe_arena_release_shape() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.AttrValue.shape) - if (has_shape()) { - clear_has_value(); - ::tensorflow::TensorShapeProto* temp = value_.shape_; - value_.shape_ = NULL; - return temp; - } else { - return NULL; - } -} -inline void AttrValue::unsafe_arena_set_allocated_shape(::tensorflow::TensorShapeProto* shape) { - clear_value(); - if (shape) { - set_has_shape(); - value_.shape_ = shape; - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.AttrValue.shape) -} - -// optional .tensorflow.TensorProto tensor = 8; -inline bool AttrValue::has_tensor() const { - return value_case() == kTensor; -} -inline void AttrValue::set_has_tensor() { - _oneof_case_[0] = kTensor; -} -inline void AttrValue::clear_tensor() { - if (has_tensor()) { - if (GetArenaNoVirtual() == NULL) { - delete value_.tensor_; - } - clear_has_value(); - } -} -inline const ::tensorflow::TensorProto& AttrValue::tensor() const { - // @@protoc_insertion_point(field_get:tensorflow.AttrValue.tensor) - return has_tensor() - ? *value_.tensor_ - : ::tensorflow::TensorProto::default_instance(); -} -inline ::tensorflow::TensorProto* AttrValue::mutable_tensor() { - if (!has_tensor()) { - clear_value(); - set_has_tensor(); - value_.tensor_ = - ::google::protobuf::Arena::CreateMessage< ::tensorflow::TensorProto >( - GetArenaNoVirtual()); - } - // @@protoc_insertion_point(field_mutable:tensorflow.AttrValue.tensor) - return value_.tensor_; -} -inline ::tensorflow::TensorProto* AttrValue::release_tensor() { - // @@protoc_insertion_point(field_release:tensorflow.AttrValue.tensor) - if (has_tensor()) { - clear_has_value(); - if (GetArenaNoVirtual() != NULL) { - ::tensorflow::TensorProto* temp = new ::tensorflow::TensorProto(*value_.tensor_); - value_.tensor_ = NULL; - return temp; - } else { - ::tensorflow::TensorProto* temp = value_.tensor_; - value_.tensor_ = NULL; - return temp; - } - } else { - return NULL; - } -} -inline void AttrValue::set_allocated_tensor(::tensorflow::TensorProto* tensor) { - clear_value(); - if (tensor) { - if (GetArenaNoVirtual() != NULL && - ::google::protobuf::Arena::GetArena(tensor) == NULL) { - GetArenaNoVirtual()->Own(tensor); - } else if (GetArenaNoVirtual() != - ::google::protobuf::Arena::GetArena(tensor)) { - ::tensorflow::TensorProto* new_tensor = - ::google::protobuf::Arena::CreateMessage< ::tensorflow::TensorProto >( - GetArenaNoVirtual()); - new_tensor->CopyFrom(*tensor); - tensor = new_tensor; - } - set_has_tensor(); - value_.tensor_ = tensor; - } - // @@protoc_insertion_point(field_set_allocated:tensorflow.AttrValue.tensor) -} -inline ::tensorflow::TensorProto* AttrValue::unsafe_arena_release_tensor() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.AttrValue.tensor) - if (has_tensor()) { - clear_has_value(); - ::tensorflow::TensorProto* temp = value_.tensor_; - value_.tensor_ = NULL; - return temp; - } else { - return NULL; - } -} -inline void AttrValue::unsafe_arena_set_allocated_tensor(::tensorflow::TensorProto* tensor) { - clear_value(); - if (tensor) { - set_has_tensor(); - value_.tensor_ = tensor; - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.AttrValue.tensor) -} - -// optional .tensorflow.AttrValue.ListValue list = 1; -inline bool AttrValue::has_list() const { - return value_case() == kList; -} -inline void AttrValue::set_has_list() { - _oneof_case_[0] = kList; -} -inline void AttrValue::clear_list() { - if (has_list()) { - if (GetArenaNoVirtual() == NULL) { - delete value_.list_; - } - clear_has_value(); - } -} -inline const ::tensorflow::AttrValue_ListValue& AttrValue::list() const { - // @@protoc_insertion_point(field_get:tensorflow.AttrValue.list) - return has_list() - ? *value_.list_ - : ::tensorflow::AttrValue_ListValue::default_instance(); -} -inline ::tensorflow::AttrValue_ListValue* AttrValue::mutable_list() { - if (!has_list()) { - clear_value(); - set_has_list(); - value_.list_ = - ::google::protobuf::Arena::CreateMessage< ::tensorflow::AttrValue_ListValue >( - GetArenaNoVirtual()); - } - // @@protoc_insertion_point(field_mutable:tensorflow.AttrValue.list) - return value_.list_; -} -inline ::tensorflow::AttrValue_ListValue* AttrValue::release_list() { - // @@protoc_insertion_point(field_release:tensorflow.AttrValue.list) - if (has_list()) { - clear_has_value(); - if (GetArenaNoVirtual() != NULL) { - ::tensorflow::AttrValue_ListValue* temp = new ::tensorflow::AttrValue_ListValue(*value_.list_); - value_.list_ = NULL; - return temp; - } else { - ::tensorflow::AttrValue_ListValue* temp = value_.list_; - value_.list_ = NULL; - return temp; - } - } else { - return NULL; - } -} -inline void AttrValue::set_allocated_list(::tensorflow::AttrValue_ListValue* list) { - clear_value(); - if (list) { - if (GetArenaNoVirtual() != NULL && - ::google::protobuf::Arena::GetArena(list) == NULL) { - GetArenaNoVirtual()->Own(list); - } else if (GetArenaNoVirtual() != - ::google::protobuf::Arena::GetArena(list)) { - ::tensorflow::AttrValue_ListValue* new_list = - ::google::protobuf::Arena::CreateMessage< ::tensorflow::AttrValue_ListValue >( - GetArenaNoVirtual()); - new_list->CopyFrom(*list); - list = new_list; - } - set_has_list(); - value_.list_ = list; - } - // @@protoc_insertion_point(field_set_allocated:tensorflow.AttrValue.list) -} -inline ::tensorflow::AttrValue_ListValue* AttrValue::unsafe_arena_release_list() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.AttrValue.list) - if (has_list()) { - clear_has_value(); - ::tensorflow::AttrValue_ListValue* temp = value_.list_; - value_.list_ = NULL; - return temp; - } else { - return NULL; - } -} -inline void AttrValue::unsafe_arena_set_allocated_list(::tensorflow::AttrValue_ListValue* list) { - clear_value(); - if (list) { - set_has_list(); - value_.list_ = list; - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.AttrValue.list) -} - -// optional .tensorflow.NameAttrList func = 10; -inline bool AttrValue::has_func() const { - return value_case() == kFunc; -} -inline void AttrValue::set_has_func() { - _oneof_case_[0] = kFunc; -} -inline void AttrValue::clear_func() { - if (has_func()) { - if (GetArenaNoVirtual() == NULL) { - delete value_.func_; - } - clear_has_value(); - } -} -inline const ::tensorflow::NameAttrList& AttrValue::func() const { - // @@protoc_insertion_point(field_get:tensorflow.AttrValue.func) - return has_func() - ? *value_.func_ - : ::tensorflow::NameAttrList::default_instance(); -} -inline ::tensorflow::NameAttrList* AttrValue::mutable_func() { - if (!has_func()) { - clear_value(); - set_has_func(); - value_.func_ = - ::google::protobuf::Arena::CreateMessage< ::tensorflow::NameAttrList >( - GetArenaNoVirtual()); - } - // @@protoc_insertion_point(field_mutable:tensorflow.AttrValue.func) - return value_.func_; -} -inline ::tensorflow::NameAttrList* AttrValue::release_func() { - // @@protoc_insertion_point(field_release:tensorflow.AttrValue.func) - if (has_func()) { - clear_has_value(); - if (GetArenaNoVirtual() != NULL) { - ::tensorflow::NameAttrList* temp = new ::tensorflow::NameAttrList(*value_.func_); - value_.func_ = NULL; - return temp; - } else { - ::tensorflow::NameAttrList* temp = value_.func_; - value_.func_ = NULL; - return temp; - } - } else { - return NULL; - } -} -inline void AttrValue::set_allocated_func(::tensorflow::NameAttrList* func) { - clear_value(); - if (func) { - if (GetArenaNoVirtual() != NULL && - ::google::protobuf::Arena::GetArena(func) == NULL) { - GetArenaNoVirtual()->Own(func); - } else if (GetArenaNoVirtual() != - ::google::protobuf::Arena::GetArena(func)) { - ::tensorflow::NameAttrList* new_func = - ::google::protobuf::Arena::CreateMessage< ::tensorflow::NameAttrList >( - GetArenaNoVirtual()); - new_func->CopyFrom(*func); - func = new_func; - } - set_has_func(); - value_.func_ = func; - } - // @@protoc_insertion_point(field_set_allocated:tensorflow.AttrValue.func) -} -inline ::tensorflow::NameAttrList* AttrValue::unsafe_arena_release_func() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.AttrValue.func) - if (has_func()) { - clear_has_value(); - ::tensorflow::NameAttrList* temp = value_.func_; - value_.func_ = NULL; - return temp; - } else { - return NULL; - } -} -inline void AttrValue::unsafe_arena_set_allocated_func(::tensorflow::NameAttrList* func) { - clear_value(); - if (func) { - set_has_func(); - value_.func_ = func; - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.AttrValue.func) -} - -// optional string placeholder = 9; -inline bool AttrValue::has_placeholder() const { - return value_case() == kPlaceholder; -} -inline void AttrValue::set_has_placeholder() { - _oneof_case_[0] = kPlaceholder; -} -inline void AttrValue::clear_placeholder() { - if (has_placeholder()) { - value_.placeholder_.Destroy(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); - clear_has_value(); - } -} -inline const ::std::string& AttrValue::placeholder() const { - // @@protoc_insertion_point(field_get:tensorflow.AttrValue.placeholder) - if (has_placeholder()) { - return value_.placeholder_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - return *&::google::protobuf::internal::GetEmptyStringAlreadyInited(); -} -inline void AttrValue::set_placeholder(const ::std::string& value) { - if (!has_placeholder()) { - clear_value(); - set_has_placeholder(); - value_.placeholder_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - value_.placeholder_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.AttrValue.placeholder) -} -inline void AttrValue::set_placeholder(const char* value) { - if (!has_placeholder()) { - clear_value(); - set_has_placeholder(); - value_.placeholder_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - value_.placeholder_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - ::std::string(value), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.AttrValue.placeholder) -} -inline void AttrValue::set_placeholder(const char* value, - size_t size) { - if (!has_placeholder()) { - clear_value(); - set_has_placeholder(); - value_.placeholder_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - value_.placeholder_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.AttrValue.placeholder) -} -inline ::std::string* AttrValue::mutable_placeholder() { - if (!has_placeholder()) { - clear_value(); - set_has_placeholder(); - value_.placeholder_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - return value_.placeholder_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_mutable:tensorflow.AttrValue.placeholder) -} -inline ::std::string* AttrValue::release_placeholder() { - // @@protoc_insertion_point(field_release:tensorflow.AttrValue.placeholder) - if (has_placeholder()) { - clear_has_value(); - return value_.placeholder_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); - } else { - return NULL; - } -} -inline ::std::string* AttrValue::unsafe_arena_release_placeholder() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.AttrValue.placeholder) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (has_placeholder()) { - clear_has_value(); - return value_.placeholder_.UnsafeArenaRelease( - &::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); - } else { - return NULL; - } -} -inline void AttrValue::set_allocated_placeholder(::std::string* placeholder) { - if (!has_placeholder()) { - value_.placeholder_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - clear_value(); - if (placeholder != NULL) { - set_has_placeholder(); - value_.placeholder_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), placeholder, - GetArenaNoVirtual()); - } - // @@protoc_insertion_point(field_set_allocated:tensorflow.AttrValue.placeholder) -} -inline void AttrValue::unsafe_arena_set_allocated_placeholder(::std::string* placeholder) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (!has_placeholder()) { - value_.placeholder_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - } - clear_value(); - if (placeholder) { - set_has_placeholder(); - value_.placeholder_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), placeholder, GetArenaNoVirtual()); - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.AttrValue.placeholder) -} - -inline bool AttrValue::has_value() const { - return value_case() != VALUE_NOT_SET; -} -inline void AttrValue::clear_has_value() { - _oneof_case_[0] = VALUE_NOT_SET; -} -inline AttrValue::ValueCase AttrValue::value_case() const { - return AttrValue::ValueCase(_oneof_case_[0]); -} -inline const AttrValue* AttrValue::internal_default_instance() { - return &AttrValue_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// NameAttrList - -// optional string name = 1; -inline void NameAttrList::clear_name() { - name_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline const ::std::string& NameAttrList::name() const { - // @@protoc_insertion_point(field_get:tensorflow.NameAttrList.name) - return name_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void NameAttrList::set_name(const ::std::string& value) { - - name_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.NameAttrList.name) -} -inline void NameAttrList::set_name(const char* value) { - - name_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.NameAttrList.name) -} -inline void NameAttrList::set_name(const char* value, - size_t size) { - - name_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.NameAttrList.name) -} -inline ::std::string* NameAttrList::mutable_name() { - - // @@protoc_insertion_point(field_mutable:tensorflow.NameAttrList.name) - return name_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline ::std::string* NameAttrList::release_name() { - // @@protoc_insertion_point(field_release:tensorflow.NameAttrList.name) - - return name_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline ::std::string* NameAttrList::unsafe_arena_release_name() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.NameAttrList.name) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - - return name_.UnsafeArenaRelease(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); -} -inline void NameAttrList::set_allocated_name(::std::string* name) { - if (name != NULL) { - - } else { - - } - name_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), name, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_allocated:tensorflow.NameAttrList.name) -} -inline void NameAttrList::unsafe_arena_set_allocated_name( - ::std::string* name) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (name != NULL) { - - } else { - - } - name_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - name, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.NameAttrList.name) -} - -// map attr = 2; -inline int NameAttrList::attr_size() const { - return attr_.size(); -} -inline void NameAttrList::clear_attr() { - attr_.Clear(); -} -inline const ::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue >& -NameAttrList::attr() const { - // @@protoc_insertion_point(field_map:tensorflow.NameAttrList.attr) - return attr_.GetMap(); -} -inline ::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue >* -NameAttrList::mutable_attr() { - // @@protoc_insertion_point(field_mutable_map:tensorflow.NameAttrList.attr) - return attr_.MutableMap(); -} - -inline const NameAttrList* NameAttrList::internal_default_instance() { - return &NameAttrList_default_instance_.get(); -} -#endif // !PROTOBUF_INLINE_NOT_IN_HEADERS -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - - -// @@protoc_insertion_point(namespace_scope) - -} // namespace tensorflow - -// @@protoc_insertion_point(global_scope) - -#endif // PROTOBUF_attr_5fvalue_2eproto__INCLUDED diff --git a/modules/dnn/misc/tensorflow/function.pb.cc b/modules/dnn/misc/tensorflow/function.pb.cc deleted file mode 100644 index 408a07e39..000000000 --- a/modules/dnn/misc/tensorflow/function.pb.cc +++ /dev/null @@ -1,2348 +0,0 @@ -// Generated by the protocol buffer compiler. DO NOT EDIT! -// source: function.proto - -#define INTERNAL_SUPPRESS_PROTOBUF_FIELD_DEPRECATION -#include "function.pb.h" - -#include - -#include -#include -#include -#include -#include -#include -#include -#include -#include -// @@protoc_insertion_point(includes) - -namespace tensorflow { - -namespace { - -const ::google::protobuf::Descriptor* FunctionDefLibrary_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - FunctionDefLibrary_reflection_ = NULL; -const ::google::protobuf::Descriptor* FunctionDef_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - FunctionDef_reflection_ = NULL; -const ::google::protobuf::Descriptor* FunctionDef_Node_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - FunctionDef_Node_reflection_ = NULL; -const ::google::protobuf::Descriptor* FunctionDef_Node_AttrEntry_descriptor_ = NULL; -const ::google::protobuf::Descriptor* GradientDef_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - GradientDef_reflection_ = NULL; - -} // namespace - - -void protobuf_AssignDesc_function_2eproto() GOOGLE_ATTRIBUTE_COLD; -void protobuf_AssignDesc_function_2eproto() { - protobuf_AddDesc_function_2eproto(); - const ::google::protobuf::FileDescriptor* file = - ::google::protobuf::DescriptorPool::generated_pool()->FindFileByName( - "function.proto"); - GOOGLE_CHECK(file != NULL); - FunctionDefLibrary_descriptor_ = file->message_type(0); - static const int FunctionDefLibrary_offsets_[2] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(FunctionDefLibrary, function_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(FunctionDefLibrary, gradient_), - }; - FunctionDefLibrary_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - FunctionDefLibrary_descriptor_, - FunctionDefLibrary::internal_default_instance(), - FunctionDefLibrary_offsets_, - -1, - -1, - -1, - sizeof(FunctionDefLibrary), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(FunctionDefLibrary, _internal_metadata_)); - FunctionDef_descriptor_ = file->message_type(1); - static const int FunctionDef_offsets_[2] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(FunctionDef, signature_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(FunctionDef, node_), - }; - FunctionDef_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - FunctionDef_descriptor_, - FunctionDef::internal_default_instance(), - FunctionDef_offsets_, - -1, - -1, - -1, - sizeof(FunctionDef), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(FunctionDef, _internal_metadata_)); - FunctionDef_Node_descriptor_ = FunctionDef_descriptor_->nested_type(0); - static const int FunctionDef_Node_offsets_[5] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(FunctionDef_Node, ret_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(FunctionDef_Node, op_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(FunctionDef_Node, arg_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(FunctionDef_Node, dep_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(FunctionDef_Node, attr_), - }; - FunctionDef_Node_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - FunctionDef_Node_descriptor_, - FunctionDef_Node::internal_default_instance(), - FunctionDef_Node_offsets_, - -1, - -1, - -1, - sizeof(FunctionDef_Node), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(FunctionDef_Node, _internal_metadata_)); - FunctionDef_Node_AttrEntry_descriptor_ = FunctionDef_Node_descriptor_->nested_type(0); - GradientDef_descriptor_ = file->message_type(2); - static const int GradientDef_offsets_[2] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(GradientDef, function_name_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(GradientDef, gradient_func_), - }; - GradientDef_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - GradientDef_descriptor_, - GradientDef::internal_default_instance(), - GradientDef_offsets_, - -1, - -1, - -1, - sizeof(GradientDef), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(GradientDef, _internal_metadata_)); -} - -namespace { - -GOOGLE_PROTOBUF_DECLARE_ONCE(protobuf_AssignDescriptors_once_); -void protobuf_AssignDescriptorsOnce() { - ::google::protobuf::GoogleOnceInit(&protobuf_AssignDescriptors_once_, - &protobuf_AssignDesc_function_2eproto); -} - -void protobuf_RegisterTypes(const ::std::string&) GOOGLE_ATTRIBUTE_COLD; -void protobuf_RegisterTypes(const ::std::string&) { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - FunctionDefLibrary_descriptor_, FunctionDefLibrary::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - FunctionDef_descriptor_, FunctionDef::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - FunctionDef_Node_descriptor_, FunctionDef_Node::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - FunctionDef_Node_AttrEntry_descriptor_, - ::google::protobuf::internal::MapEntry< - ::std::string, - ::tensorflow::AttrValue, - ::google::protobuf::internal::WireFormatLite::TYPE_STRING, - ::google::protobuf::internal::WireFormatLite::TYPE_MESSAGE, - 0>::CreateDefaultInstance( - FunctionDef_Node_AttrEntry_descriptor_)); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - GradientDef_descriptor_, GradientDef::internal_default_instance()); -} - -} // namespace - -void protobuf_ShutdownFile_function_2eproto() { - FunctionDefLibrary_default_instance_.Shutdown(); - delete FunctionDefLibrary_reflection_; - FunctionDef_default_instance_.Shutdown(); - delete FunctionDef_reflection_; - FunctionDef_Node_default_instance_.Shutdown(); - delete FunctionDef_Node_reflection_; - GradientDef_default_instance_.Shutdown(); - delete GradientDef_reflection_; -} - -void protobuf_InitDefaults_function_2eproto_impl() { - GOOGLE_PROTOBUF_VERIFY_VERSION; - - ::tensorflow::protobuf_InitDefaults_attr_5fvalue_2eproto(); - ::tensorflow::protobuf_InitDefaults_op_5fdef_2eproto(); - FunctionDefLibrary_default_instance_.DefaultConstruct(); - FunctionDef_default_instance_.DefaultConstruct(); - ::google::protobuf::internal::GetEmptyString(); - FunctionDef_Node_default_instance_.DefaultConstruct(); - ::google::protobuf::internal::GetEmptyString(); - GradientDef_default_instance_.DefaultConstruct(); - FunctionDefLibrary_default_instance_.get_mutable()->InitAsDefaultInstance(); - FunctionDef_default_instance_.get_mutable()->InitAsDefaultInstance(); - FunctionDef_Node_default_instance_.get_mutable()->InitAsDefaultInstance(); - GradientDef_default_instance_.get_mutable()->InitAsDefaultInstance(); -} - -GOOGLE_PROTOBUF_DECLARE_ONCE(protobuf_InitDefaults_function_2eproto_once_); -void protobuf_InitDefaults_function_2eproto() { - ::google::protobuf::GoogleOnceInit(&protobuf_InitDefaults_function_2eproto_once_, - &protobuf_InitDefaults_function_2eproto_impl); -} -void protobuf_AddDesc_function_2eproto_impl() { - GOOGLE_PROTOBUF_VERIFY_VERSION; - - protobuf_InitDefaults_function_2eproto(); - ::google::protobuf::DescriptorPool::InternalAddGeneratedFile( - "\n\016function.proto\022\ntensorflow\032\020attr_value" - ".proto\032\014op_def.proto\"j\n\022FunctionDefLibra" - "ry\022)\n\010function\030\001 \003(\0132\027.tensorflow.Functi" - "onDef\022)\n\010gradient\030\002 \003(\0132\027.tensorflow.Gra" - "dientDef\"\225\002\n\013FunctionDef\022$\n\tsignature\030\001 " - "\001(\0132\021.tensorflow.OpDef\022*\n\004node\030\002 \003(\0132\034.t" - "ensorflow.FunctionDef.Node\032\263\001\n\004Node\022\013\n\003r" - "et\030\001 \003(\t\022\n\n\002op\030\002 \001(\t\022\013\n\003arg\030\003 \003(\t\022\013\n\003dep" - "\030\004 \003(\t\0224\n\004attr\030\005 \003(\0132&.tensorflow.Functi" - "onDef.Node.AttrEntry\032B\n\tAttrEntry\022\013\n\003key" - "\030\001 \001(\t\022$\n\005value\030\002 \001(\0132\025.tensorflow.AttrV" - "alue:\0028\001\";\n\013GradientDef\022\025\n\rfunction_name" - "\030\001 \001(\t\022\025\n\rgradient_func\030\002 \001(\tB/\n\030org.ten" - "sorflow.frameworkB\016FunctionProtosP\001\370\001\001b\006" - "proto3", 566); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedFile( - "function.proto", &protobuf_RegisterTypes); - ::tensorflow::protobuf_AddDesc_attr_5fvalue_2eproto(); - ::tensorflow::protobuf_AddDesc_op_5fdef_2eproto(); - ::google::protobuf::internal::OnShutdown(&protobuf_ShutdownFile_function_2eproto); -} - -GOOGLE_PROTOBUF_DECLARE_ONCE(protobuf_AddDesc_function_2eproto_once_); -void protobuf_AddDesc_function_2eproto() { - ::google::protobuf::GoogleOnceInit(&protobuf_AddDesc_function_2eproto_once_, - &protobuf_AddDesc_function_2eproto_impl); -} -// Force AddDescriptors() to be called at static initialization time. -struct StaticDescriptorInitializer_function_2eproto { - StaticDescriptorInitializer_function_2eproto() { - protobuf_AddDesc_function_2eproto(); - } -} static_descriptor_initializer_function_2eproto_; - -namespace { - -static void MergeFromFail(int line) GOOGLE_ATTRIBUTE_COLD GOOGLE_ATTRIBUTE_NORETURN; -static void MergeFromFail(int line) { - ::google::protobuf::internal::MergeFromFail(__FILE__, line); -} - -} // namespace - - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int FunctionDefLibrary::kFunctionFieldNumber; -const int FunctionDefLibrary::kGradientFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -FunctionDefLibrary::FunctionDefLibrary() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_function_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:tensorflow.FunctionDefLibrary) -} -FunctionDefLibrary::FunctionDefLibrary(::google::protobuf::Arena* arena) - : ::google::protobuf::Message(), - _internal_metadata_(arena), - function_(arena), - gradient_(arena) { -#ifdef GOOGLE_PROTOBUF_NO_STATIC_INITIALIZER - protobuf_InitDefaults_function_2eproto(); -#endif // GOOGLE_PROTOBUF_NO_STATIC_INITIALIZER - SharedCtor(); - RegisterArenaDtor(arena); - // @@protoc_insertion_point(arena_constructor:tensorflow.FunctionDefLibrary) -} - -void FunctionDefLibrary::InitAsDefaultInstance() { -} - -FunctionDefLibrary::FunctionDefLibrary(const FunctionDefLibrary& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:tensorflow.FunctionDefLibrary) -} - -void FunctionDefLibrary::SharedCtor() { - _cached_size_ = 0; -} - -FunctionDefLibrary::~FunctionDefLibrary() { - // @@protoc_insertion_point(destructor:tensorflow.FunctionDefLibrary) - SharedDtor(); -} - -void FunctionDefLibrary::SharedDtor() { - ::google::protobuf::Arena* arena = GetArenaNoVirtual(); - if (arena != NULL) { - return; - } - -} - -void FunctionDefLibrary::ArenaDtor(void* object) { - FunctionDefLibrary* _this = reinterpret_cast< FunctionDefLibrary* >(object); - (void)_this; -} -void FunctionDefLibrary::RegisterArenaDtor(::google::protobuf::Arena* arena) { -} -void FunctionDefLibrary::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* FunctionDefLibrary::descriptor() { - protobuf_AssignDescriptorsOnce(); - return FunctionDefLibrary_descriptor_; -} - -const FunctionDefLibrary& FunctionDefLibrary::default_instance() { - protobuf_InitDefaults_function_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed FunctionDefLibrary_default_instance_; - -FunctionDefLibrary* FunctionDefLibrary::New(::google::protobuf::Arena* arena) const { - return ::google::protobuf::Arena::CreateMessage(arena); -} - -void FunctionDefLibrary::Clear() { -// @@protoc_insertion_point(message_clear_start:tensorflow.FunctionDefLibrary) - function_.Clear(); - gradient_.Clear(); -} - -bool FunctionDefLibrary::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:tensorflow.FunctionDefLibrary) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // repeated .tensorflow.FunctionDef function = 1; - case 1: { - if (tag == 10) { - DO_(input->IncrementRecursionDepth()); - parse_loop_function: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtualNoRecursionDepth( - input, add_function())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(10)) goto parse_loop_function; - if (input->ExpectTag(18)) goto parse_loop_gradient; - input->UnsafeDecrementRecursionDepth(); - break; - } - - // repeated .tensorflow.GradientDef gradient = 2; - case 2: { - if (tag == 18) { - DO_(input->IncrementRecursionDepth()); - parse_loop_gradient: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtualNoRecursionDepth( - input, add_gradient())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(18)) goto parse_loop_gradient; - input->UnsafeDecrementRecursionDepth(); - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormatLite::SkipField(input, tag)); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:tensorflow.FunctionDefLibrary) - return true; -failure: - // @@protoc_insertion_point(parse_failure:tensorflow.FunctionDefLibrary) - return false; -#undef DO_ -} - -void FunctionDefLibrary::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:tensorflow.FunctionDefLibrary) - // repeated .tensorflow.FunctionDef function = 1; - for (unsigned int i = 0, n = this->function_size(); i < n; i++) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 1, this->function(i), output); - } - - // repeated .tensorflow.GradientDef gradient = 2; - for (unsigned int i = 0, n = this->gradient_size(); i < n; i++) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 2, this->gradient(i), output); - } - - // @@protoc_insertion_point(serialize_end:tensorflow.FunctionDefLibrary) -} - -::google::protobuf::uint8* FunctionDefLibrary::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:tensorflow.FunctionDefLibrary) - // repeated .tensorflow.FunctionDef function = 1; - for (unsigned int i = 0, n = this->function_size(); i < n; i++) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 1, this->function(i), false, target); - } - - // repeated .tensorflow.GradientDef gradient = 2; - for (unsigned int i = 0, n = this->gradient_size(); i < n; i++) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 2, this->gradient(i), false, target); - } - - // @@protoc_insertion_point(serialize_to_array_end:tensorflow.FunctionDefLibrary) - return target; -} - -size_t FunctionDefLibrary::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:tensorflow.FunctionDefLibrary) - size_t total_size = 0; - - // repeated .tensorflow.FunctionDef function = 1; - { - unsigned int count = this->function_size(); - total_size += 1UL * count; - for (unsigned int i = 0; i < count; i++) { - total_size += - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - this->function(i)); - } - } - - // repeated .tensorflow.GradientDef gradient = 2; - { - unsigned int count = this->gradient_size(); - total_size += 1UL * count; - for (unsigned int i = 0; i < count; i++) { - total_size += - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - this->gradient(i)); - } - } - - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void FunctionDefLibrary::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:tensorflow.FunctionDefLibrary) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const FunctionDefLibrary* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:tensorflow.FunctionDefLibrary) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:tensorflow.FunctionDefLibrary) - UnsafeMergeFrom(*source); - } -} - -void FunctionDefLibrary::MergeFrom(const FunctionDefLibrary& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:tensorflow.FunctionDefLibrary) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void FunctionDefLibrary::UnsafeMergeFrom(const FunctionDefLibrary& from) { - GOOGLE_DCHECK(&from != this); - function_.MergeFrom(from.function_); - gradient_.MergeFrom(from.gradient_); -} - -void FunctionDefLibrary::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:tensorflow.FunctionDefLibrary) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void FunctionDefLibrary::CopyFrom(const FunctionDefLibrary& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:tensorflow.FunctionDefLibrary) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool FunctionDefLibrary::IsInitialized() const { - - return true; -} - -void FunctionDefLibrary::Swap(FunctionDefLibrary* other) { - if (other == this) return; - if (GetArenaNoVirtual() == other->GetArenaNoVirtual()) { - InternalSwap(other); - } else { - FunctionDefLibrary temp; - temp.UnsafeMergeFrom(*this); - CopyFrom(*other); - other->CopyFrom(temp); - } -} -void FunctionDefLibrary::UnsafeArenaSwap(FunctionDefLibrary* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArenaNoVirtual() == other->GetArenaNoVirtual()); - InternalSwap(other); -} -void FunctionDefLibrary::InternalSwap(FunctionDefLibrary* other) { - function_.UnsafeArenaSwap(&other->function_); - gradient_.UnsafeArenaSwap(&other->gradient_); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata FunctionDefLibrary::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = FunctionDefLibrary_descriptor_; - metadata.reflection = FunctionDefLibrary_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// FunctionDefLibrary - -// repeated .tensorflow.FunctionDef function = 1; -int FunctionDefLibrary::function_size() const { - return function_.size(); -} -void FunctionDefLibrary::clear_function() { - function_.Clear(); -} -const ::tensorflow::FunctionDef& FunctionDefLibrary::function(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.FunctionDefLibrary.function) - return function_.Get(index); -} -::tensorflow::FunctionDef* FunctionDefLibrary::mutable_function(int index) { - // @@protoc_insertion_point(field_mutable:tensorflow.FunctionDefLibrary.function) - return function_.Mutable(index); -} -::tensorflow::FunctionDef* FunctionDefLibrary::add_function() { - // @@protoc_insertion_point(field_add:tensorflow.FunctionDefLibrary.function) - return function_.Add(); -} -::google::protobuf::RepeatedPtrField< ::tensorflow::FunctionDef >* -FunctionDefLibrary::mutable_function() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.FunctionDefLibrary.function) - return &function_; -} -const ::google::protobuf::RepeatedPtrField< ::tensorflow::FunctionDef >& -FunctionDefLibrary::function() const { - // @@protoc_insertion_point(field_list:tensorflow.FunctionDefLibrary.function) - return function_; -} - -// repeated .tensorflow.GradientDef gradient = 2; -int FunctionDefLibrary::gradient_size() const { - return gradient_.size(); -} -void FunctionDefLibrary::clear_gradient() { - gradient_.Clear(); -} -const ::tensorflow::GradientDef& FunctionDefLibrary::gradient(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.FunctionDefLibrary.gradient) - return gradient_.Get(index); -} -::tensorflow::GradientDef* FunctionDefLibrary::mutable_gradient(int index) { - // @@protoc_insertion_point(field_mutable:tensorflow.FunctionDefLibrary.gradient) - return gradient_.Mutable(index); -} -::tensorflow::GradientDef* FunctionDefLibrary::add_gradient() { - // @@protoc_insertion_point(field_add:tensorflow.FunctionDefLibrary.gradient) - return gradient_.Add(); -} -::google::protobuf::RepeatedPtrField< ::tensorflow::GradientDef >* -FunctionDefLibrary::mutable_gradient() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.FunctionDefLibrary.gradient) - return &gradient_; -} -const ::google::protobuf::RepeatedPtrField< ::tensorflow::GradientDef >& -FunctionDefLibrary::gradient() const { - // @@protoc_insertion_point(field_list:tensorflow.FunctionDefLibrary.gradient) - return gradient_; -} - -inline const FunctionDefLibrary* FunctionDefLibrary::internal_default_instance() { - return &FunctionDefLibrary_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int FunctionDef_Node::kRetFieldNumber; -const int FunctionDef_Node::kOpFieldNumber; -const int FunctionDef_Node::kArgFieldNumber; -const int FunctionDef_Node::kDepFieldNumber; -const int FunctionDef_Node::kAttrFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -FunctionDef_Node::FunctionDef_Node() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_function_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:tensorflow.FunctionDef.Node) -} -FunctionDef_Node::FunctionDef_Node(::google::protobuf::Arena* arena) - : ::google::protobuf::Message(), - _internal_metadata_(arena), - ret_(arena), - arg_(arena), - dep_(arena), - attr_(arena) { -#ifdef GOOGLE_PROTOBUF_NO_STATIC_INITIALIZER - protobuf_InitDefaults_function_2eproto(); -#endif // GOOGLE_PROTOBUF_NO_STATIC_INITIALIZER - SharedCtor(); - RegisterArenaDtor(arena); - // @@protoc_insertion_point(arena_constructor:tensorflow.FunctionDef.Node) -} - -void FunctionDef_Node::InitAsDefaultInstance() { -} - -FunctionDef_Node::FunctionDef_Node(const FunctionDef_Node& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:tensorflow.FunctionDef.Node) -} - -void FunctionDef_Node::SharedCtor() { - attr_.SetAssignDescriptorCallback( - protobuf_AssignDescriptorsOnce); - attr_.SetEntryDescriptor( - &::tensorflow::FunctionDef_Node_AttrEntry_descriptor_); - op_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - _cached_size_ = 0; -} - -FunctionDef_Node::~FunctionDef_Node() { - // @@protoc_insertion_point(destructor:tensorflow.FunctionDef.Node) - SharedDtor(); -} - -void FunctionDef_Node::SharedDtor() { - ::google::protobuf::Arena* arena = GetArenaNoVirtual(); - if (arena != NULL) { - return; - } - - op_.Destroy(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), arena); -} - -void FunctionDef_Node::ArenaDtor(void* object) { - FunctionDef_Node* _this = reinterpret_cast< FunctionDef_Node* >(object); - (void)_this; -} -void FunctionDef_Node::RegisterArenaDtor(::google::protobuf::Arena* arena) { -} -void FunctionDef_Node::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* FunctionDef_Node::descriptor() { - protobuf_AssignDescriptorsOnce(); - return FunctionDef_Node_descriptor_; -} - -const FunctionDef_Node& FunctionDef_Node::default_instance() { - protobuf_InitDefaults_function_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed FunctionDef_Node_default_instance_; - -FunctionDef_Node* FunctionDef_Node::New(::google::protobuf::Arena* arena) const { - return ::google::protobuf::Arena::CreateMessage(arena); -} - -void FunctionDef_Node::Clear() { -// @@protoc_insertion_point(message_clear_start:tensorflow.FunctionDef.Node) - op_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); - ret_.Clear(); - arg_.Clear(); - dep_.Clear(); - attr_.Clear(); -} - -bool FunctionDef_Node::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:tensorflow.FunctionDef.Node) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // repeated string ret = 1; - case 1: { - if (tag == 10) { - parse_ret: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->add_ret())); - DO_(::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->ret(this->ret_size() - 1).data(), - this->ret(this->ret_size() - 1).length(), - ::google::protobuf::internal::WireFormatLite::PARSE, - "tensorflow.FunctionDef.Node.ret")); - } else { - goto handle_unusual; - } - if (input->ExpectTag(10)) goto parse_ret; - if (input->ExpectTag(18)) goto parse_op; - break; - } - - // optional string op = 2; - case 2: { - if (tag == 18) { - parse_op: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_op())); - DO_(::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->op().data(), this->op().length(), - ::google::protobuf::internal::WireFormatLite::PARSE, - "tensorflow.FunctionDef.Node.op")); - } else { - goto handle_unusual; - } - if (input->ExpectTag(26)) goto parse_arg; - break; - } - - // repeated string arg = 3; - case 3: { - if (tag == 26) { - parse_arg: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->add_arg())); - DO_(::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->arg(this->arg_size() - 1).data(), - this->arg(this->arg_size() - 1).length(), - ::google::protobuf::internal::WireFormatLite::PARSE, - "tensorflow.FunctionDef.Node.arg")); - } else { - goto handle_unusual; - } - if (input->ExpectTag(26)) goto parse_arg; - if (input->ExpectTag(34)) goto parse_dep; - break; - } - - // repeated string dep = 4; - case 4: { - if (tag == 34) { - parse_dep: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->add_dep())); - DO_(::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->dep(this->dep_size() - 1).data(), - this->dep(this->dep_size() - 1).length(), - ::google::protobuf::internal::WireFormatLite::PARSE, - "tensorflow.FunctionDef.Node.dep")); - } else { - goto handle_unusual; - } - if (input->ExpectTag(34)) goto parse_dep; - if (input->ExpectTag(42)) goto parse_attr; - break; - } - - // map attr = 5; - case 5: { - if (tag == 42) { - parse_attr: - DO_(input->IncrementRecursionDepth()); - parse_loop_attr: - FunctionDef_Node_AttrEntry::Parser< ::google::protobuf::internal::MapField< - ::std::string, ::tensorflow::AttrValue, - ::google::protobuf::internal::WireFormatLite::TYPE_STRING, - ::google::protobuf::internal::WireFormatLite::TYPE_MESSAGE, - 0 >, - ::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue > > parser(&attr_); - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, &parser)); - DO_(::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - parser.key().data(), parser.key().length(), - ::google::protobuf::internal::WireFormatLite::PARSE, - "tensorflow.FunctionDef.Node.AttrEntry.key")); - } else { - goto handle_unusual; - } - if (input->ExpectTag(42)) goto parse_loop_attr; - input->UnsafeDecrementRecursionDepth(); - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormatLite::SkipField(input, tag)); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:tensorflow.FunctionDef.Node) - return true; -failure: - // @@protoc_insertion_point(parse_failure:tensorflow.FunctionDef.Node) - return false; -#undef DO_ -} - -void FunctionDef_Node::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:tensorflow.FunctionDef.Node) - // repeated string ret = 1; - for (int i = 0; i < this->ret_size(); i++) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->ret(i).data(), this->ret(i).length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.FunctionDef.Node.ret"); - ::google::protobuf::internal::WireFormatLite::WriteString( - 1, this->ret(i), output); - } - - // optional string op = 2; - if (this->op().size() > 0) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->op().data(), this->op().length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.FunctionDef.Node.op"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 2, this->op(), output); - } - - // repeated string arg = 3; - for (int i = 0; i < this->arg_size(); i++) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->arg(i).data(), this->arg(i).length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.FunctionDef.Node.arg"); - ::google::protobuf::internal::WireFormatLite::WriteString( - 3, this->arg(i), output); - } - - // repeated string dep = 4; - for (int i = 0; i < this->dep_size(); i++) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->dep(i).data(), this->dep(i).length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.FunctionDef.Node.dep"); - ::google::protobuf::internal::WireFormatLite::WriteString( - 4, this->dep(i), output); - } - - // map attr = 5; - if (!this->attr().empty()) { - typedef ::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue >::const_pointer - ConstPtr; - typedef ConstPtr SortItem; - typedef ::google::protobuf::internal::CompareByDerefFirst Less; - struct Utf8Check { - static void Check(ConstPtr p) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - p->first.data(), p->first.length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.FunctionDef.Node.AttrEntry.key"); - } - }; - - if (output->IsSerializationDeterminstic() && - this->attr().size() > 1) { - ::google::protobuf::scoped_array items( - new SortItem[this->attr().size()]); - typedef ::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue >::size_type size_type; - size_type n = 0; - for (::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue >::const_iterator - it = this->attr().begin(); - it != this->attr().end(); ++it, ++n) { - items[n] = SortItem(&*it); - } - ::std::sort(&items[0], &items[n], Less()); - ::google::protobuf::scoped_ptr entry; - for (size_type i = 0; i < n; i++) { - entry.reset(attr_.NewEntryWrapper( - items[i]->first, items[i]->second)); - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 5, *entry, output); - if (entry->GetArena() != NULL) { - entry.release(); - } - Utf8Check::Check(items[i]); - } - } else { - ::google::protobuf::scoped_ptr entry; - for (::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue >::const_iterator - it = this->attr().begin(); - it != this->attr().end(); ++it) { - entry.reset(attr_.NewEntryWrapper( - it->first, it->second)); - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 5, *entry, output); - if (entry->GetArena() != NULL) { - entry.release(); - } - Utf8Check::Check(&*it); - } - } - } - - // @@protoc_insertion_point(serialize_end:tensorflow.FunctionDef.Node) -} - -::google::protobuf::uint8* FunctionDef_Node::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:tensorflow.FunctionDef.Node) - // repeated string ret = 1; - for (int i = 0; i < this->ret_size(); i++) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->ret(i).data(), this->ret(i).length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.FunctionDef.Node.ret"); - target = ::google::protobuf::internal::WireFormatLite:: - WriteStringToArray(1, this->ret(i), target); - } - - // optional string op = 2; - if (this->op().size() > 0) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->op().data(), this->op().length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.FunctionDef.Node.op"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 2, this->op(), target); - } - - // repeated string arg = 3; - for (int i = 0; i < this->arg_size(); i++) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->arg(i).data(), this->arg(i).length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.FunctionDef.Node.arg"); - target = ::google::protobuf::internal::WireFormatLite:: - WriteStringToArray(3, this->arg(i), target); - } - - // repeated string dep = 4; - for (int i = 0; i < this->dep_size(); i++) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->dep(i).data(), this->dep(i).length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.FunctionDef.Node.dep"); - target = ::google::protobuf::internal::WireFormatLite:: - WriteStringToArray(4, this->dep(i), target); - } - - // map attr = 5; - if (!this->attr().empty()) { - typedef ::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue >::const_pointer - ConstPtr; - typedef ConstPtr SortItem; - typedef ::google::protobuf::internal::CompareByDerefFirst Less; - struct Utf8Check { - static void Check(ConstPtr p) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - p->first.data(), p->first.length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.FunctionDef.Node.AttrEntry.key"); - } - }; - - if (deterministic && - this->attr().size() > 1) { - ::google::protobuf::scoped_array items( - new SortItem[this->attr().size()]); - typedef ::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue >::size_type size_type; - size_type n = 0; - for (::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue >::const_iterator - it = this->attr().begin(); - it != this->attr().end(); ++it, ++n) { - items[n] = SortItem(&*it); - } - ::std::sort(&items[0], &items[n], Less()); - ::google::protobuf::scoped_ptr entry; - for (size_type i = 0; i < n; i++) { - entry.reset(attr_.NewEntryWrapper( - items[i]->first, items[i]->second)); - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 5, *entry, deterministic, target); -; - if (entry->GetArena() != NULL) { - entry.release(); - } - Utf8Check::Check(items[i]); - } - } else { - ::google::protobuf::scoped_ptr entry; - for (::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue >::const_iterator - it = this->attr().begin(); - it != this->attr().end(); ++it) { - entry.reset(attr_.NewEntryWrapper( - it->first, it->second)); - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 5, *entry, deterministic, target); -; - if (entry->GetArena() != NULL) { - entry.release(); - } - Utf8Check::Check(&*it); - } - } - } - - // @@protoc_insertion_point(serialize_to_array_end:tensorflow.FunctionDef.Node) - return target; -} - -size_t FunctionDef_Node::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:tensorflow.FunctionDef.Node) - size_t total_size = 0; - - // optional string op = 2; - if (this->op().size() > 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->op()); - } - - // repeated string ret = 1; - total_size += 1 * - ::google::protobuf::internal::FromIntSize(this->ret_size()); - for (int i = 0; i < this->ret_size(); i++) { - total_size += ::google::protobuf::internal::WireFormatLite::StringSize( - this->ret(i)); - } - - // repeated string arg = 3; - total_size += 1 * - ::google::protobuf::internal::FromIntSize(this->arg_size()); - for (int i = 0; i < this->arg_size(); i++) { - total_size += ::google::protobuf::internal::WireFormatLite::StringSize( - this->arg(i)); - } - - // repeated string dep = 4; - total_size += 1 * - ::google::protobuf::internal::FromIntSize(this->dep_size()); - for (int i = 0; i < this->dep_size(); i++) { - total_size += ::google::protobuf::internal::WireFormatLite::StringSize( - this->dep(i)); - } - - // map attr = 5; - total_size += 1 * - ::google::protobuf::internal::FromIntSize(this->attr_size()); - { - ::google::protobuf::scoped_ptr entry; - for (::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue >::const_iterator - it = this->attr().begin(); - it != this->attr().end(); ++it) { - if (entry.get() != NULL && entry->GetArena() != NULL) { - entry.release(); - } - entry.reset(attr_.NewEntryWrapper(it->first, it->second)); - total_size += ::google::protobuf::internal::WireFormatLite:: - MessageSizeNoVirtual(*entry); - } - if (entry.get() != NULL && entry->GetArena() != NULL) { - entry.release(); - } - } - - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void FunctionDef_Node::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:tensorflow.FunctionDef.Node) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const FunctionDef_Node* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:tensorflow.FunctionDef.Node) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:tensorflow.FunctionDef.Node) - UnsafeMergeFrom(*source); - } -} - -void FunctionDef_Node::MergeFrom(const FunctionDef_Node& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:tensorflow.FunctionDef.Node) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void FunctionDef_Node::UnsafeMergeFrom(const FunctionDef_Node& from) { - GOOGLE_DCHECK(&from != this); - ret_.UnsafeMergeFrom(from.ret_); - arg_.UnsafeMergeFrom(from.arg_); - dep_.UnsafeMergeFrom(from.dep_); - attr_.MergeFrom(from.attr_); - if (from.op().size() > 0) { - set_op(from.op()); - } -} - -void FunctionDef_Node::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:tensorflow.FunctionDef.Node) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void FunctionDef_Node::CopyFrom(const FunctionDef_Node& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:tensorflow.FunctionDef.Node) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool FunctionDef_Node::IsInitialized() const { - - return true; -} - -void FunctionDef_Node::Swap(FunctionDef_Node* other) { - if (other == this) return; - if (GetArenaNoVirtual() == other->GetArenaNoVirtual()) { - InternalSwap(other); - } else { - FunctionDef_Node temp; - temp.UnsafeMergeFrom(*this); - CopyFrom(*other); - other->CopyFrom(temp); - } -} -void FunctionDef_Node::UnsafeArenaSwap(FunctionDef_Node* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArenaNoVirtual() == other->GetArenaNoVirtual()); - InternalSwap(other); -} -void FunctionDef_Node::InternalSwap(FunctionDef_Node* other) { - ret_.UnsafeArenaSwap(&other->ret_); - op_.Swap(&other->op_); - arg_.UnsafeArenaSwap(&other->arg_); - dep_.UnsafeArenaSwap(&other->dep_); - attr_.Swap(&other->attr_); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata FunctionDef_Node::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = FunctionDef_Node_descriptor_; - metadata.reflection = FunctionDef_Node_reflection_; - return metadata; -} - - -// ------------------------------------------------------------------- - -void FunctionDef::_slow_mutable_signature() { - signature_ = ::google::protobuf::Arena::CreateMessage< ::tensorflow::OpDef >( - GetArenaNoVirtual()); -} -::tensorflow::OpDef* FunctionDef::_slow_release_signature() { - if (signature_ == NULL) { - return NULL; - } else { - ::tensorflow::OpDef* temp = new ::tensorflow::OpDef(*signature_); - signature_ = NULL; - return temp; - } -} -::tensorflow::OpDef* FunctionDef::unsafe_arena_release_signature() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.FunctionDef.signature) - - ::tensorflow::OpDef* temp = signature_; - signature_ = NULL; - return temp; -} -void FunctionDef::_slow_set_allocated_signature( - ::google::protobuf::Arena* message_arena, ::tensorflow::OpDef** signature) { - if (message_arena != NULL && - ::google::protobuf::Arena::GetArena(*signature) == NULL) { - message_arena->Own(*signature); - } else if (message_arena != - ::google::protobuf::Arena::GetArena(*signature)) { - ::tensorflow::OpDef* new_signature = - ::google::protobuf::Arena::CreateMessage< ::tensorflow::OpDef >( - message_arena); - new_signature->CopyFrom(**signature); - *signature = new_signature; - } -} -void FunctionDef::unsafe_arena_set_allocated_signature( - ::tensorflow::OpDef* signature) { - if (GetArenaNoVirtual() == NULL) { - delete signature_; - } - signature_ = signature; - if (signature) { - - } else { - - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.FunctionDef.signature) -} -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int FunctionDef::kSignatureFieldNumber; -const int FunctionDef::kNodeFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -FunctionDef::FunctionDef() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_function_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:tensorflow.FunctionDef) -} -FunctionDef::FunctionDef(::google::protobuf::Arena* arena) - : ::google::protobuf::Message(), - _internal_metadata_(arena), - node_(arena) { -#ifdef GOOGLE_PROTOBUF_NO_STATIC_INITIALIZER - protobuf_InitDefaults_function_2eproto(); -#endif // GOOGLE_PROTOBUF_NO_STATIC_INITIALIZER - SharedCtor(); - RegisterArenaDtor(arena); - // @@protoc_insertion_point(arena_constructor:tensorflow.FunctionDef) -} - -void FunctionDef::InitAsDefaultInstance() { - signature_ = const_cast< ::tensorflow::OpDef*>( - ::tensorflow::OpDef::internal_default_instance()); -} - -FunctionDef::FunctionDef(const FunctionDef& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:tensorflow.FunctionDef) -} - -void FunctionDef::SharedCtor() { - signature_ = NULL; - _cached_size_ = 0; -} - -FunctionDef::~FunctionDef() { - // @@protoc_insertion_point(destructor:tensorflow.FunctionDef) - SharedDtor(); -} - -void FunctionDef::SharedDtor() { - ::google::protobuf::Arena* arena = GetArenaNoVirtual(); - if (arena != NULL) { - return; - } - - if (this != &FunctionDef_default_instance_.get()) { - delete signature_; - } -} - -void FunctionDef::ArenaDtor(void* object) { - FunctionDef* _this = reinterpret_cast< FunctionDef* >(object); - (void)_this; -} -void FunctionDef::RegisterArenaDtor(::google::protobuf::Arena* arena) { -} -void FunctionDef::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* FunctionDef::descriptor() { - protobuf_AssignDescriptorsOnce(); - return FunctionDef_descriptor_; -} - -const FunctionDef& FunctionDef::default_instance() { - protobuf_InitDefaults_function_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed FunctionDef_default_instance_; - -FunctionDef* FunctionDef::New(::google::protobuf::Arena* arena) const { - return ::google::protobuf::Arena::CreateMessage(arena); -} - -void FunctionDef::Clear() { -// @@protoc_insertion_point(message_clear_start:tensorflow.FunctionDef) - if (GetArenaNoVirtual() == NULL && signature_ != NULL) delete signature_; - signature_ = NULL; - node_.Clear(); -} - -bool FunctionDef::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:tensorflow.FunctionDef) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional .tensorflow.OpDef signature = 1; - case 1: { - if (tag == 10) { - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_signature())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(18)) goto parse_node; - break; - } - - // repeated .tensorflow.FunctionDef.Node node = 2; - case 2: { - if (tag == 18) { - parse_node: - DO_(input->IncrementRecursionDepth()); - parse_loop_node: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtualNoRecursionDepth( - input, add_node())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(18)) goto parse_loop_node; - input->UnsafeDecrementRecursionDepth(); - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormatLite::SkipField(input, tag)); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:tensorflow.FunctionDef) - return true; -failure: - // @@protoc_insertion_point(parse_failure:tensorflow.FunctionDef) - return false; -#undef DO_ -} - -void FunctionDef::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:tensorflow.FunctionDef) - // optional .tensorflow.OpDef signature = 1; - if (this->has_signature()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 1, *this->signature_, output); - } - - // repeated .tensorflow.FunctionDef.Node node = 2; - for (unsigned int i = 0, n = this->node_size(); i < n; i++) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 2, this->node(i), output); - } - - // @@protoc_insertion_point(serialize_end:tensorflow.FunctionDef) -} - -::google::protobuf::uint8* FunctionDef::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:tensorflow.FunctionDef) - // optional .tensorflow.OpDef signature = 1; - if (this->has_signature()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 1, *this->signature_, false, target); - } - - // repeated .tensorflow.FunctionDef.Node node = 2; - for (unsigned int i = 0, n = this->node_size(); i < n; i++) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 2, this->node(i), false, target); - } - - // @@protoc_insertion_point(serialize_to_array_end:tensorflow.FunctionDef) - return target; -} - -size_t FunctionDef::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:tensorflow.FunctionDef) - size_t total_size = 0; - - // optional .tensorflow.OpDef signature = 1; - if (this->has_signature()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->signature_); - } - - // repeated .tensorflow.FunctionDef.Node node = 2; - { - unsigned int count = this->node_size(); - total_size += 1UL * count; - for (unsigned int i = 0; i < count; i++) { - total_size += - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - this->node(i)); - } - } - - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void FunctionDef::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:tensorflow.FunctionDef) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const FunctionDef* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:tensorflow.FunctionDef) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:tensorflow.FunctionDef) - UnsafeMergeFrom(*source); - } -} - -void FunctionDef::MergeFrom(const FunctionDef& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:tensorflow.FunctionDef) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void FunctionDef::UnsafeMergeFrom(const FunctionDef& from) { - GOOGLE_DCHECK(&from != this); - node_.MergeFrom(from.node_); - if (from.has_signature()) { - mutable_signature()->::tensorflow::OpDef::MergeFrom(from.signature()); - } -} - -void FunctionDef::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:tensorflow.FunctionDef) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void FunctionDef::CopyFrom(const FunctionDef& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:tensorflow.FunctionDef) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool FunctionDef::IsInitialized() const { - - return true; -} - -void FunctionDef::Swap(FunctionDef* other) { - if (other == this) return; - if (GetArenaNoVirtual() == other->GetArenaNoVirtual()) { - InternalSwap(other); - } else { - FunctionDef temp; - temp.UnsafeMergeFrom(*this); - CopyFrom(*other); - other->CopyFrom(temp); - } -} -void FunctionDef::UnsafeArenaSwap(FunctionDef* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArenaNoVirtual() == other->GetArenaNoVirtual()); - InternalSwap(other); -} -void FunctionDef::InternalSwap(FunctionDef* other) { - std::swap(signature_, other->signature_); - node_.UnsafeArenaSwap(&other->node_); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata FunctionDef::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = FunctionDef_descriptor_; - metadata.reflection = FunctionDef_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// FunctionDef_Node - -// repeated string ret = 1; -int FunctionDef_Node::ret_size() const { - return ret_.size(); -} -void FunctionDef_Node::clear_ret() { - ret_.Clear(); -} -const ::std::string& FunctionDef_Node::ret(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.FunctionDef.Node.ret) - return ret_.Get(index); -} -::std::string* FunctionDef_Node::mutable_ret(int index) { - // @@protoc_insertion_point(field_mutable:tensorflow.FunctionDef.Node.ret) - return ret_.Mutable(index); -} -void FunctionDef_Node::set_ret(int index, const ::std::string& value) { - // @@protoc_insertion_point(field_set:tensorflow.FunctionDef.Node.ret) - ret_.Mutable(index)->assign(value); -} -void FunctionDef_Node::set_ret(int index, const char* value) { - ret_.Mutable(index)->assign(value); - // @@protoc_insertion_point(field_set_char:tensorflow.FunctionDef.Node.ret) -} -void FunctionDef_Node::set_ret(int index, const char* value, size_t size) { - ret_.Mutable(index)->assign( - reinterpret_cast(value), size); - // @@protoc_insertion_point(field_set_pointer:tensorflow.FunctionDef.Node.ret) -} -::std::string* FunctionDef_Node::add_ret() { - // @@protoc_insertion_point(field_add_mutable:tensorflow.FunctionDef.Node.ret) - return ret_.Add(); -} -void FunctionDef_Node::add_ret(const ::std::string& value) { - ret_.Add()->assign(value); - // @@protoc_insertion_point(field_add:tensorflow.FunctionDef.Node.ret) -} -void FunctionDef_Node::add_ret(const char* value) { - ret_.Add()->assign(value); - // @@protoc_insertion_point(field_add_char:tensorflow.FunctionDef.Node.ret) -} -void FunctionDef_Node::add_ret(const char* value, size_t size) { - ret_.Add()->assign(reinterpret_cast(value), size); - // @@protoc_insertion_point(field_add_pointer:tensorflow.FunctionDef.Node.ret) -} -const ::google::protobuf::RepeatedPtrField< ::std::string>& -FunctionDef_Node::ret() const { - // @@protoc_insertion_point(field_list:tensorflow.FunctionDef.Node.ret) - return ret_; -} -::google::protobuf::RepeatedPtrField< ::std::string>* -FunctionDef_Node::mutable_ret() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.FunctionDef.Node.ret) - return &ret_; -} - -// optional string op = 2; -void FunctionDef_Node::clear_op() { - op_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -const ::std::string& FunctionDef_Node::op() const { - // @@protoc_insertion_point(field_get:tensorflow.FunctionDef.Node.op) - return op_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void FunctionDef_Node::set_op(const ::std::string& value) { - - op_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.FunctionDef.Node.op) -} -void FunctionDef_Node::set_op(const char* value) { - - op_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.FunctionDef.Node.op) -} -void FunctionDef_Node::set_op(const char* value, - size_t size) { - - op_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.FunctionDef.Node.op) -} -::std::string* FunctionDef_Node::mutable_op() { - - // @@protoc_insertion_point(field_mutable:tensorflow.FunctionDef.Node.op) - return op_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -::std::string* FunctionDef_Node::release_op() { - // @@protoc_insertion_point(field_release:tensorflow.FunctionDef.Node.op) - - return op_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -::std::string* FunctionDef_Node::unsafe_arena_release_op() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.FunctionDef.Node.op) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - - return op_.UnsafeArenaRelease(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); -} -void FunctionDef_Node::set_allocated_op(::std::string* op) { - if (op != NULL) { - - } else { - - } - op_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), op, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_allocated:tensorflow.FunctionDef.Node.op) -} -void FunctionDef_Node::unsafe_arena_set_allocated_op( - ::std::string* op) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (op != NULL) { - - } else { - - } - op_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - op, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.FunctionDef.Node.op) -} - -// repeated string arg = 3; -int FunctionDef_Node::arg_size() const { - return arg_.size(); -} -void FunctionDef_Node::clear_arg() { - arg_.Clear(); -} -const ::std::string& FunctionDef_Node::arg(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.FunctionDef.Node.arg) - return arg_.Get(index); -} -::std::string* FunctionDef_Node::mutable_arg(int index) { - // @@protoc_insertion_point(field_mutable:tensorflow.FunctionDef.Node.arg) - return arg_.Mutable(index); -} -void FunctionDef_Node::set_arg(int index, const ::std::string& value) { - // @@protoc_insertion_point(field_set:tensorflow.FunctionDef.Node.arg) - arg_.Mutable(index)->assign(value); -} -void FunctionDef_Node::set_arg(int index, const char* value) { - arg_.Mutable(index)->assign(value); - // @@protoc_insertion_point(field_set_char:tensorflow.FunctionDef.Node.arg) -} -void FunctionDef_Node::set_arg(int index, const char* value, size_t size) { - arg_.Mutable(index)->assign( - reinterpret_cast(value), size); - // @@protoc_insertion_point(field_set_pointer:tensorflow.FunctionDef.Node.arg) -} -::std::string* FunctionDef_Node::add_arg() { - // @@protoc_insertion_point(field_add_mutable:tensorflow.FunctionDef.Node.arg) - return arg_.Add(); -} -void FunctionDef_Node::add_arg(const ::std::string& value) { - arg_.Add()->assign(value); - // @@protoc_insertion_point(field_add:tensorflow.FunctionDef.Node.arg) -} -void FunctionDef_Node::add_arg(const char* value) { - arg_.Add()->assign(value); - // @@protoc_insertion_point(field_add_char:tensorflow.FunctionDef.Node.arg) -} -void FunctionDef_Node::add_arg(const char* value, size_t size) { - arg_.Add()->assign(reinterpret_cast(value), size); - // @@protoc_insertion_point(field_add_pointer:tensorflow.FunctionDef.Node.arg) -} -const ::google::protobuf::RepeatedPtrField< ::std::string>& -FunctionDef_Node::arg() const { - // @@protoc_insertion_point(field_list:tensorflow.FunctionDef.Node.arg) - return arg_; -} -::google::protobuf::RepeatedPtrField< ::std::string>* -FunctionDef_Node::mutable_arg() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.FunctionDef.Node.arg) - return &arg_; -} - -// repeated string dep = 4; -int FunctionDef_Node::dep_size() const { - return dep_.size(); -} -void FunctionDef_Node::clear_dep() { - dep_.Clear(); -} -const ::std::string& FunctionDef_Node::dep(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.FunctionDef.Node.dep) - return dep_.Get(index); -} -::std::string* FunctionDef_Node::mutable_dep(int index) { - // @@protoc_insertion_point(field_mutable:tensorflow.FunctionDef.Node.dep) - return dep_.Mutable(index); -} -void FunctionDef_Node::set_dep(int index, const ::std::string& value) { - // @@protoc_insertion_point(field_set:tensorflow.FunctionDef.Node.dep) - dep_.Mutable(index)->assign(value); -} -void FunctionDef_Node::set_dep(int index, const char* value) { - dep_.Mutable(index)->assign(value); - // @@protoc_insertion_point(field_set_char:tensorflow.FunctionDef.Node.dep) -} -void FunctionDef_Node::set_dep(int index, const char* value, size_t size) { - dep_.Mutable(index)->assign( - reinterpret_cast(value), size); - // @@protoc_insertion_point(field_set_pointer:tensorflow.FunctionDef.Node.dep) -} -::std::string* FunctionDef_Node::add_dep() { - // @@protoc_insertion_point(field_add_mutable:tensorflow.FunctionDef.Node.dep) - return dep_.Add(); -} -void FunctionDef_Node::add_dep(const ::std::string& value) { - dep_.Add()->assign(value); - // @@protoc_insertion_point(field_add:tensorflow.FunctionDef.Node.dep) -} -void FunctionDef_Node::add_dep(const char* value) { - dep_.Add()->assign(value); - // @@protoc_insertion_point(field_add_char:tensorflow.FunctionDef.Node.dep) -} -void FunctionDef_Node::add_dep(const char* value, size_t size) { - dep_.Add()->assign(reinterpret_cast(value), size); - // @@protoc_insertion_point(field_add_pointer:tensorflow.FunctionDef.Node.dep) -} -const ::google::protobuf::RepeatedPtrField< ::std::string>& -FunctionDef_Node::dep() const { - // @@protoc_insertion_point(field_list:tensorflow.FunctionDef.Node.dep) - return dep_; -} -::google::protobuf::RepeatedPtrField< ::std::string>* -FunctionDef_Node::mutable_dep() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.FunctionDef.Node.dep) - return &dep_; -} - -// map attr = 5; -int FunctionDef_Node::attr_size() const { - return attr_.size(); -} -void FunctionDef_Node::clear_attr() { - attr_.Clear(); -} - const ::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue >& -FunctionDef_Node::attr() const { - // @@protoc_insertion_point(field_map:tensorflow.FunctionDef.Node.attr) - return attr_.GetMap(); -} - ::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue >* -FunctionDef_Node::mutable_attr() { - // @@protoc_insertion_point(field_mutable_map:tensorflow.FunctionDef.Node.attr) - return attr_.MutableMap(); -} - -inline const FunctionDef_Node* FunctionDef_Node::internal_default_instance() { - return &FunctionDef_Node_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// FunctionDef - -// optional .tensorflow.OpDef signature = 1; -bool FunctionDef::has_signature() const { - return this != internal_default_instance() && signature_ != NULL; -} -void FunctionDef::clear_signature() { - if (GetArenaNoVirtual() == NULL && signature_ != NULL) delete signature_; - signature_ = NULL; -} -const ::tensorflow::OpDef& FunctionDef::signature() const { - // @@protoc_insertion_point(field_get:tensorflow.FunctionDef.signature) - return signature_ != NULL ? *signature_ - : *::tensorflow::OpDef::internal_default_instance(); -} -::tensorflow::OpDef* FunctionDef::mutable_signature() { - - if (signature_ == NULL) { - _slow_mutable_signature(); - } - // @@protoc_insertion_point(field_mutable:tensorflow.FunctionDef.signature) - return signature_; -} -::tensorflow::OpDef* FunctionDef::release_signature() { - // @@protoc_insertion_point(field_release:tensorflow.FunctionDef.signature) - - if (GetArenaNoVirtual() != NULL) { - return _slow_release_signature(); - } else { - ::tensorflow::OpDef* temp = signature_; - signature_ = NULL; - return temp; - } -} - void FunctionDef::set_allocated_signature(::tensorflow::OpDef* signature) { - ::google::protobuf::Arena* message_arena = GetArenaNoVirtual(); - if (message_arena == NULL) { - delete signature_; - } - if (signature != NULL) { - _slow_set_allocated_signature(message_arena, &signature); - } - signature_ = signature; - if (signature) { - - } else { - - } - // @@protoc_insertion_point(field_set_allocated:tensorflow.FunctionDef.signature) -} - -// repeated .tensorflow.FunctionDef.Node node = 2; -int FunctionDef::node_size() const { - return node_.size(); -} -void FunctionDef::clear_node() { - node_.Clear(); -} -const ::tensorflow::FunctionDef_Node& FunctionDef::node(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.FunctionDef.node) - return node_.Get(index); -} -::tensorflow::FunctionDef_Node* FunctionDef::mutable_node(int index) { - // @@protoc_insertion_point(field_mutable:tensorflow.FunctionDef.node) - return node_.Mutable(index); -} -::tensorflow::FunctionDef_Node* FunctionDef::add_node() { - // @@protoc_insertion_point(field_add:tensorflow.FunctionDef.node) - return node_.Add(); -} -::google::protobuf::RepeatedPtrField< ::tensorflow::FunctionDef_Node >* -FunctionDef::mutable_node() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.FunctionDef.node) - return &node_; -} -const ::google::protobuf::RepeatedPtrField< ::tensorflow::FunctionDef_Node >& -FunctionDef::node() const { - // @@protoc_insertion_point(field_list:tensorflow.FunctionDef.node) - return node_; -} - -inline const FunctionDef* FunctionDef::internal_default_instance() { - return &FunctionDef_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int GradientDef::kFunctionNameFieldNumber; -const int GradientDef::kGradientFuncFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -GradientDef::GradientDef() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_function_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:tensorflow.GradientDef) -} -GradientDef::GradientDef(::google::protobuf::Arena* arena) - : ::google::protobuf::Message(), - _internal_metadata_(arena) { -#ifdef GOOGLE_PROTOBUF_NO_STATIC_INITIALIZER - protobuf_InitDefaults_function_2eproto(); -#endif // GOOGLE_PROTOBUF_NO_STATIC_INITIALIZER - SharedCtor(); - RegisterArenaDtor(arena); - // @@protoc_insertion_point(arena_constructor:tensorflow.GradientDef) -} - -void GradientDef::InitAsDefaultInstance() { -} - -GradientDef::GradientDef(const GradientDef& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:tensorflow.GradientDef) -} - -void GradientDef::SharedCtor() { - function_name_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - gradient_func_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - _cached_size_ = 0; -} - -GradientDef::~GradientDef() { - // @@protoc_insertion_point(destructor:tensorflow.GradientDef) - SharedDtor(); -} - -void GradientDef::SharedDtor() { - ::google::protobuf::Arena* arena = GetArenaNoVirtual(); - if (arena != NULL) { - return; - } - - function_name_.Destroy(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), arena); - gradient_func_.Destroy(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), arena); -} - -void GradientDef::ArenaDtor(void* object) { - GradientDef* _this = reinterpret_cast< GradientDef* >(object); - (void)_this; -} -void GradientDef::RegisterArenaDtor(::google::protobuf::Arena* arena) { -} -void GradientDef::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* GradientDef::descriptor() { - protobuf_AssignDescriptorsOnce(); - return GradientDef_descriptor_; -} - -const GradientDef& GradientDef::default_instance() { - protobuf_InitDefaults_function_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed GradientDef_default_instance_; - -GradientDef* GradientDef::New(::google::protobuf::Arena* arena) const { - return ::google::protobuf::Arena::CreateMessage(arena); -} - -void GradientDef::Clear() { -// @@protoc_insertion_point(message_clear_start:tensorflow.GradientDef) - function_name_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); - gradient_func_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} - -bool GradientDef::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:tensorflow.GradientDef) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional string function_name = 1; - case 1: { - if (tag == 10) { - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_function_name())); - DO_(::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->function_name().data(), this->function_name().length(), - ::google::protobuf::internal::WireFormatLite::PARSE, - "tensorflow.GradientDef.function_name")); - } else { - goto handle_unusual; - } - if (input->ExpectTag(18)) goto parse_gradient_func; - break; - } - - // optional string gradient_func = 2; - case 2: { - if (tag == 18) { - parse_gradient_func: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_gradient_func())); - DO_(::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->gradient_func().data(), this->gradient_func().length(), - ::google::protobuf::internal::WireFormatLite::PARSE, - "tensorflow.GradientDef.gradient_func")); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormatLite::SkipField(input, tag)); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:tensorflow.GradientDef) - return true; -failure: - // @@protoc_insertion_point(parse_failure:tensorflow.GradientDef) - return false; -#undef DO_ -} - -void GradientDef::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:tensorflow.GradientDef) - // optional string function_name = 1; - if (this->function_name().size() > 0) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->function_name().data(), this->function_name().length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.GradientDef.function_name"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 1, this->function_name(), output); - } - - // optional string gradient_func = 2; - if (this->gradient_func().size() > 0) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->gradient_func().data(), this->gradient_func().length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.GradientDef.gradient_func"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 2, this->gradient_func(), output); - } - - // @@protoc_insertion_point(serialize_end:tensorflow.GradientDef) -} - -::google::protobuf::uint8* GradientDef::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:tensorflow.GradientDef) - // optional string function_name = 1; - if (this->function_name().size() > 0) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->function_name().data(), this->function_name().length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.GradientDef.function_name"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 1, this->function_name(), target); - } - - // optional string gradient_func = 2; - if (this->gradient_func().size() > 0) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->gradient_func().data(), this->gradient_func().length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.GradientDef.gradient_func"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 2, this->gradient_func(), target); - } - - // @@protoc_insertion_point(serialize_to_array_end:tensorflow.GradientDef) - return target; -} - -size_t GradientDef::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:tensorflow.GradientDef) - size_t total_size = 0; - - // optional string function_name = 1; - if (this->function_name().size() > 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->function_name()); - } - - // optional string gradient_func = 2; - if (this->gradient_func().size() > 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->gradient_func()); - } - - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void GradientDef::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:tensorflow.GradientDef) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const GradientDef* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:tensorflow.GradientDef) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:tensorflow.GradientDef) - UnsafeMergeFrom(*source); - } -} - -void GradientDef::MergeFrom(const GradientDef& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:tensorflow.GradientDef) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void GradientDef::UnsafeMergeFrom(const GradientDef& from) { - GOOGLE_DCHECK(&from != this); - if (from.function_name().size() > 0) { - set_function_name(from.function_name()); - } - if (from.gradient_func().size() > 0) { - set_gradient_func(from.gradient_func()); - } -} - -void GradientDef::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:tensorflow.GradientDef) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void GradientDef::CopyFrom(const GradientDef& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:tensorflow.GradientDef) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool GradientDef::IsInitialized() const { - - return true; -} - -void GradientDef::Swap(GradientDef* other) { - if (other == this) return; - if (GetArenaNoVirtual() == other->GetArenaNoVirtual()) { - InternalSwap(other); - } else { - GradientDef temp; - temp.UnsafeMergeFrom(*this); - CopyFrom(*other); - other->CopyFrom(temp); - } -} -void GradientDef::UnsafeArenaSwap(GradientDef* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArenaNoVirtual() == other->GetArenaNoVirtual()); - InternalSwap(other); -} -void GradientDef::InternalSwap(GradientDef* other) { - function_name_.Swap(&other->function_name_); - gradient_func_.Swap(&other->gradient_func_); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata GradientDef::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = GradientDef_descriptor_; - metadata.reflection = GradientDef_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// GradientDef - -// optional string function_name = 1; -void GradientDef::clear_function_name() { - function_name_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -const ::std::string& GradientDef::function_name() const { - // @@protoc_insertion_point(field_get:tensorflow.GradientDef.function_name) - return function_name_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void GradientDef::set_function_name(const ::std::string& value) { - - function_name_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.GradientDef.function_name) -} -void GradientDef::set_function_name(const char* value) { - - function_name_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.GradientDef.function_name) -} -void GradientDef::set_function_name(const char* value, - size_t size) { - - function_name_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.GradientDef.function_name) -} -::std::string* GradientDef::mutable_function_name() { - - // @@protoc_insertion_point(field_mutable:tensorflow.GradientDef.function_name) - return function_name_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -::std::string* GradientDef::release_function_name() { - // @@protoc_insertion_point(field_release:tensorflow.GradientDef.function_name) - - return function_name_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -::std::string* GradientDef::unsafe_arena_release_function_name() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.GradientDef.function_name) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - - return function_name_.UnsafeArenaRelease(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); -} -void GradientDef::set_allocated_function_name(::std::string* function_name) { - if (function_name != NULL) { - - } else { - - } - function_name_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), function_name, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_allocated:tensorflow.GradientDef.function_name) -} -void GradientDef::unsafe_arena_set_allocated_function_name( - ::std::string* function_name) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (function_name != NULL) { - - } else { - - } - function_name_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - function_name, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.GradientDef.function_name) -} - -// optional string gradient_func = 2; -void GradientDef::clear_gradient_func() { - gradient_func_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -const ::std::string& GradientDef::gradient_func() const { - // @@protoc_insertion_point(field_get:tensorflow.GradientDef.gradient_func) - return gradient_func_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void GradientDef::set_gradient_func(const ::std::string& value) { - - gradient_func_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.GradientDef.gradient_func) -} -void GradientDef::set_gradient_func(const char* value) { - - gradient_func_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.GradientDef.gradient_func) -} -void GradientDef::set_gradient_func(const char* value, - size_t size) { - - gradient_func_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.GradientDef.gradient_func) -} -::std::string* GradientDef::mutable_gradient_func() { - - // @@protoc_insertion_point(field_mutable:tensorflow.GradientDef.gradient_func) - return gradient_func_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -::std::string* GradientDef::release_gradient_func() { - // @@protoc_insertion_point(field_release:tensorflow.GradientDef.gradient_func) - - return gradient_func_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -::std::string* GradientDef::unsafe_arena_release_gradient_func() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.GradientDef.gradient_func) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - - return gradient_func_.UnsafeArenaRelease(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); -} -void GradientDef::set_allocated_gradient_func(::std::string* gradient_func) { - if (gradient_func != NULL) { - - } else { - - } - gradient_func_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), gradient_func, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_allocated:tensorflow.GradientDef.gradient_func) -} -void GradientDef::unsafe_arena_set_allocated_gradient_func( - ::std::string* gradient_func) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (gradient_func != NULL) { - - } else { - - } - gradient_func_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - gradient_func, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.GradientDef.gradient_func) -} - -inline const GradientDef* GradientDef::internal_default_instance() { - return &GradientDef_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// @@protoc_insertion_point(namespace_scope) - -} // namespace tensorflow - -// @@protoc_insertion_point(global_scope) diff --git a/modules/dnn/misc/tensorflow/function.pb.h b/modules/dnn/misc/tensorflow/function.pb.h deleted file mode 100644 index 3f89687b6..000000000 --- a/modules/dnn/misc/tensorflow/function.pb.h +++ /dev/null @@ -1,1160 +0,0 @@ -// Generated by the protocol buffer compiler. DO NOT EDIT! -// source: function.proto - -#ifndef PROTOBUF_function_2eproto__INCLUDED -#define PROTOBUF_function_2eproto__INCLUDED - -#include - -#include - -#if GOOGLE_PROTOBUF_VERSION < 3001000 -#error This file was generated by a newer version of protoc which is -#error incompatible with your Protocol Buffer headers. Please update -#error your headers. -#endif -#if 3001000 < GOOGLE_PROTOBUF_MIN_PROTOC_VERSION -#error This file was generated by an older version of protoc which is -#error incompatible with your Protocol Buffer headers. Please -#error regenerate this file with a newer version of protoc. -#endif - -#include -#include -#include -#include -#include -#include -#include -#include -#include -#include -#include "attr_value.pb.h" -#include "op_def.pb.h" -// @@protoc_insertion_point(includes) - -namespace tensorflow { - -// Internal implementation detail -- do not call these. -void protobuf_AddDesc_function_2eproto(); -void protobuf_InitDefaults_function_2eproto(); -void protobuf_AssignDesc_function_2eproto(); -void protobuf_ShutdownFile_function_2eproto(); - -class FunctionDef; -class FunctionDefLibrary; -class FunctionDef_Node; -class GradientDef; - -// =================================================================== - -class FunctionDefLibrary : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:tensorflow.FunctionDefLibrary) */ { - public: - FunctionDefLibrary(); - virtual ~FunctionDefLibrary(); - - FunctionDefLibrary(const FunctionDefLibrary& from); - - inline FunctionDefLibrary& operator=(const FunctionDefLibrary& from) { - CopyFrom(from); - return *this; - } - - inline ::google::protobuf::Arena* GetArena() const { return GetArenaNoVirtual(); } - inline void* GetMaybeArenaPointer() const { - return MaybeArenaPtr(); - } - static const ::google::protobuf::Descriptor* descriptor(); - static const FunctionDefLibrary& default_instance(); - - static const FunctionDefLibrary* internal_default_instance(); - - void UnsafeArenaSwap(FunctionDefLibrary* other); - void Swap(FunctionDefLibrary* other); - - // implements Message ---------------------------------------------- - - inline FunctionDefLibrary* New() const { return New(NULL); } - - FunctionDefLibrary* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const FunctionDefLibrary& from); - void MergeFrom(const FunctionDefLibrary& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(FunctionDefLibrary* other); - void UnsafeMergeFrom(const FunctionDefLibrary& from); - protected: - explicit FunctionDefLibrary(::google::protobuf::Arena* arena); - private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::google::protobuf::Arena* arena); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // repeated .tensorflow.FunctionDef function = 1; - int function_size() const; - void clear_function(); - static const int kFunctionFieldNumber = 1; - const ::tensorflow::FunctionDef& function(int index) const; - ::tensorflow::FunctionDef* mutable_function(int index); - ::tensorflow::FunctionDef* add_function(); - ::google::protobuf::RepeatedPtrField< ::tensorflow::FunctionDef >* - mutable_function(); - const ::google::protobuf::RepeatedPtrField< ::tensorflow::FunctionDef >& - function() const; - - // repeated .tensorflow.GradientDef gradient = 2; - int gradient_size() const; - void clear_gradient(); - static const int kGradientFieldNumber = 2; - const ::tensorflow::GradientDef& gradient(int index) const; - ::tensorflow::GradientDef* mutable_gradient(int index); - ::tensorflow::GradientDef* add_gradient(); - ::google::protobuf::RepeatedPtrField< ::tensorflow::GradientDef >* - mutable_gradient(); - const ::google::protobuf::RepeatedPtrField< ::tensorflow::GradientDef >& - gradient() const; - - // @@protoc_insertion_point(class_scope:tensorflow.FunctionDefLibrary) - private: - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - friend class ::google::protobuf::Arena; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; - ::google::protobuf::RepeatedPtrField< ::tensorflow::FunctionDef > function_; - ::google::protobuf::RepeatedPtrField< ::tensorflow::GradientDef > gradient_; - mutable int _cached_size_; - friend void protobuf_InitDefaults_function_2eproto_impl(); - friend void protobuf_AddDesc_function_2eproto_impl(); - friend void protobuf_AssignDesc_function_2eproto(); - friend void protobuf_ShutdownFile_function_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed FunctionDefLibrary_default_instance_; - -// ------------------------------------------------------------------- - -class FunctionDef_Node : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:tensorflow.FunctionDef.Node) */ { - public: - FunctionDef_Node(); - virtual ~FunctionDef_Node(); - - FunctionDef_Node(const FunctionDef_Node& from); - - inline FunctionDef_Node& operator=(const FunctionDef_Node& from) { - CopyFrom(from); - return *this; - } - - inline ::google::protobuf::Arena* GetArena() const { return GetArenaNoVirtual(); } - inline void* GetMaybeArenaPointer() const { - return MaybeArenaPtr(); - } - static const ::google::protobuf::Descriptor* descriptor(); - static const FunctionDef_Node& default_instance(); - - static const FunctionDef_Node* internal_default_instance(); - - void UnsafeArenaSwap(FunctionDef_Node* other); - void Swap(FunctionDef_Node* other); - - // implements Message ---------------------------------------------- - - inline FunctionDef_Node* New() const { return New(NULL); } - - FunctionDef_Node* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const FunctionDef_Node& from); - void MergeFrom(const FunctionDef_Node& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(FunctionDef_Node* other); - void UnsafeMergeFrom(const FunctionDef_Node& from); - protected: - explicit FunctionDef_Node(::google::protobuf::Arena* arena); - private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::google::protobuf::Arena* arena); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - - // accessors ------------------------------------------------------- - - // repeated string ret = 1; - int ret_size() const; - void clear_ret(); - static const int kRetFieldNumber = 1; - const ::std::string& ret(int index) const; - ::std::string* mutable_ret(int index); - void set_ret(int index, const ::std::string& value); - void set_ret(int index, const char* value); - void set_ret(int index, const char* value, size_t size); - ::std::string* add_ret(); - void add_ret(const ::std::string& value); - void add_ret(const char* value); - void add_ret(const char* value, size_t size); - const ::google::protobuf::RepeatedPtrField< ::std::string>& ret() const; - ::google::protobuf::RepeatedPtrField< ::std::string>* mutable_ret(); - - // optional string op = 2; - void clear_op(); - static const int kOpFieldNumber = 2; - const ::std::string& op() const; - void set_op(const ::std::string& value); - void set_op(const char* value); - void set_op(const char* value, size_t size); - ::std::string* mutable_op(); - ::std::string* release_op(); - void set_allocated_op(::std::string* op); - ::std::string* unsafe_arena_release_op(); - void unsafe_arena_set_allocated_op( - ::std::string* op); - - // repeated string arg = 3; - int arg_size() const; - void clear_arg(); - static const int kArgFieldNumber = 3; - const ::std::string& arg(int index) const; - ::std::string* mutable_arg(int index); - void set_arg(int index, const ::std::string& value); - void set_arg(int index, const char* value); - void set_arg(int index, const char* value, size_t size); - ::std::string* add_arg(); - void add_arg(const ::std::string& value); - void add_arg(const char* value); - void add_arg(const char* value, size_t size); - const ::google::protobuf::RepeatedPtrField< ::std::string>& arg() const; - ::google::protobuf::RepeatedPtrField< ::std::string>* mutable_arg(); - - // repeated string dep = 4; - int dep_size() const; - void clear_dep(); - static const int kDepFieldNumber = 4; - const ::std::string& dep(int index) const; - ::std::string* mutable_dep(int index); - void set_dep(int index, const ::std::string& value); - void set_dep(int index, const char* value); - void set_dep(int index, const char* value, size_t size); - ::std::string* add_dep(); - void add_dep(const ::std::string& value); - void add_dep(const char* value); - void add_dep(const char* value, size_t size); - const ::google::protobuf::RepeatedPtrField< ::std::string>& dep() const; - ::google::protobuf::RepeatedPtrField< ::std::string>* mutable_dep(); - - // map attr = 5; - int attr_size() const; - void clear_attr(); - static const int kAttrFieldNumber = 5; - const ::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue >& - attr() const; - ::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue >* - mutable_attr(); - - // @@protoc_insertion_point(class_scope:tensorflow.FunctionDef.Node) - private: - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - friend class ::google::protobuf::Arena; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; - ::google::protobuf::RepeatedPtrField< ::std::string> ret_; - ::google::protobuf::RepeatedPtrField< ::std::string> arg_; - ::google::protobuf::RepeatedPtrField< ::std::string> dep_; - typedef ::google::protobuf::internal::MapEntryLite< - ::std::string, ::tensorflow::AttrValue, - ::google::protobuf::internal::WireFormatLite::TYPE_STRING, - ::google::protobuf::internal::WireFormatLite::TYPE_MESSAGE, - 0 > - FunctionDef_Node_AttrEntry; - ::google::protobuf::internal::MapField< - ::std::string, ::tensorflow::AttrValue, - ::google::protobuf::internal::WireFormatLite::TYPE_STRING, - ::google::protobuf::internal::WireFormatLite::TYPE_MESSAGE, - 0 > attr_; - ::google::protobuf::internal::ArenaStringPtr op_; - mutable int _cached_size_; - friend void protobuf_InitDefaults_function_2eproto_impl(); - friend void protobuf_AddDesc_function_2eproto_impl(); - friend void protobuf_AssignDesc_function_2eproto(); - friend void protobuf_ShutdownFile_function_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed FunctionDef_Node_default_instance_; - -// ------------------------------------------------------------------- - -class FunctionDef : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:tensorflow.FunctionDef) */ { - public: - FunctionDef(); - virtual ~FunctionDef(); - - FunctionDef(const FunctionDef& from); - - inline FunctionDef& operator=(const FunctionDef& from) { - CopyFrom(from); - return *this; - } - - inline ::google::protobuf::Arena* GetArena() const { return GetArenaNoVirtual(); } - inline void* GetMaybeArenaPointer() const { - return MaybeArenaPtr(); - } - static const ::google::protobuf::Descriptor* descriptor(); - static const FunctionDef& default_instance(); - - static const FunctionDef* internal_default_instance(); - - void UnsafeArenaSwap(FunctionDef* other); - void Swap(FunctionDef* other); - - // implements Message ---------------------------------------------- - - inline FunctionDef* New() const { return New(NULL); } - - FunctionDef* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const FunctionDef& from); - void MergeFrom(const FunctionDef& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(FunctionDef* other); - void UnsafeMergeFrom(const FunctionDef& from); - protected: - explicit FunctionDef(::google::protobuf::Arena* arena); - private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::google::protobuf::Arena* arena); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - typedef FunctionDef_Node Node; - - // accessors ------------------------------------------------------- - - // optional .tensorflow.OpDef signature = 1; - bool has_signature() const; - void clear_signature(); - static const int kSignatureFieldNumber = 1; - private: - void _slow_mutable_signature(); - void _slow_set_allocated_signature( - ::google::protobuf::Arena* message_arena, ::tensorflow::OpDef** signature); - ::tensorflow::OpDef* _slow_release_signature(); - public: - const ::tensorflow::OpDef& signature() const; - ::tensorflow::OpDef* mutable_signature(); - ::tensorflow::OpDef* release_signature(); - void set_allocated_signature(::tensorflow::OpDef* signature); - ::tensorflow::OpDef* unsafe_arena_release_signature(); - void unsafe_arena_set_allocated_signature( - ::tensorflow::OpDef* signature); - - // repeated .tensorflow.FunctionDef.Node node = 2; - int node_size() const; - void clear_node(); - static const int kNodeFieldNumber = 2; - const ::tensorflow::FunctionDef_Node& node(int index) const; - ::tensorflow::FunctionDef_Node* mutable_node(int index); - ::tensorflow::FunctionDef_Node* add_node(); - ::google::protobuf::RepeatedPtrField< ::tensorflow::FunctionDef_Node >* - mutable_node(); - const ::google::protobuf::RepeatedPtrField< ::tensorflow::FunctionDef_Node >& - node() const; - - // @@protoc_insertion_point(class_scope:tensorflow.FunctionDef) - private: - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - friend class ::google::protobuf::Arena; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; - ::google::protobuf::RepeatedPtrField< ::tensorflow::FunctionDef_Node > node_; - ::tensorflow::OpDef* signature_; - mutable int _cached_size_; - friend void protobuf_InitDefaults_function_2eproto_impl(); - friend void protobuf_AddDesc_function_2eproto_impl(); - friend void protobuf_AssignDesc_function_2eproto(); - friend void protobuf_ShutdownFile_function_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed FunctionDef_default_instance_; - -// ------------------------------------------------------------------- - -class GradientDef : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:tensorflow.GradientDef) */ { - public: - GradientDef(); - virtual ~GradientDef(); - - GradientDef(const GradientDef& from); - - inline GradientDef& operator=(const GradientDef& from) { - CopyFrom(from); - return *this; - } - - inline ::google::protobuf::Arena* GetArena() const { return GetArenaNoVirtual(); } - inline void* GetMaybeArenaPointer() const { - return MaybeArenaPtr(); - } - static const ::google::protobuf::Descriptor* descriptor(); - static const GradientDef& default_instance(); - - static const GradientDef* internal_default_instance(); - - void UnsafeArenaSwap(GradientDef* other); - void Swap(GradientDef* other); - - // implements Message ---------------------------------------------- - - inline GradientDef* New() const { return New(NULL); } - - GradientDef* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const GradientDef& from); - void MergeFrom(const GradientDef& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(GradientDef* other); - void UnsafeMergeFrom(const GradientDef& from); - protected: - explicit GradientDef(::google::protobuf::Arena* arena); - private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::google::protobuf::Arena* arena); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional string function_name = 1; - void clear_function_name(); - static const int kFunctionNameFieldNumber = 1; - const ::std::string& function_name() const; - void set_function_name(const ::std::string& value); - void set_function_name(const char* value); - void set_function_name(const char* value, size_t size); - ::std::string* mutable_function_name(); - ::std::string* release_function_name(); - void set_allocated_function_name(::std::string* function_name); - ::std::string* unsafe_arena_release_function_name(); - void unsafe_arena_set_allocated_function_name( - ::std::string* function_name); - - // optional string gradient_func = 2; - void clear_gradient_func(); - static const int kGradientFuncFieldNumber = 2; - const ::std::string& gradient_func() const; - void set_gradient_func(const ::std::string& value); - void set_gradient_func(const char* value); - void set_gradient_func(const char* value, size_t size); - ::std::string* mutable_gradient_func(); - ::std::string* release_gradient_func(); - void set_allocated_gradient_func(::std::string* gradient_func); - ::std::string* unsafe_arena_release_gradient_func(); - void unsafe_arena_set_allocated_gradient_func( - ::std::string* gradient_func); - - // @@protoc_insertion_point(class_scope:tensorflow.GradientDef) - private: - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - friend class ::google::protobuf::Arena; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; - ::google::protobuf::internal::ArenaStringPtr function_name_; - ::google::protobuf::internal::ArenaStringPtr gradient_func_; - mutable int _cached_size_; - friend void protobuf_InitDefaults_function_2eproto_impl(); - friend void protobuf_AddDesc_function_2eproto_impl(); - friend void protobuf_AssignDesc_function_2eproto(); - friend void protobuf_ShutdownFile_function_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed GradientDef_default_instance_; - -// =================================================================== - - -// =================================================================== - -#if !PROTOBUF_INLINE_NOT_IN_HEADERS -// FunctionDefLibrary - -// repeated .tensorflow.FunctionDef function = 1; -inline int FunctionDefLibrary::function_size() const { - return function_.size(); -} -inline void FunctionDefLibrary::clear_function() { - function_.Clear(); -} -inline const ::tensorflow::FunctionDef& FunctionDefLibrary::function(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.FunctionDefLibrary.function) - return function_.Get(index); -} -inline ::tensorflow::FunctionDef* FunctionDefLibrary::mutable_function(int index) { - // @@protoc_insertion_point(field_mutable:tensorflow.FunctionDefLibrary.function) - return function_.Mutable(index); -} -inline ::tensorflow::FunctionDef* FunctionDefLibrary::add_function() { - // @@protoc_insertion_point(field_add:tensorflow.FunctionDefLibrary.function) - return function_.Add(); -} -inline ::google::protobuf::RepeatedPtrField< ::tensorflow::FunctionDef >* -FunctionDefLibrary::mutable_function() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.FunctionDefLibrary.function) - return &function_; -} -inline const ::google::protobuf::RepeatedPtrField< ::tensorflow::FunctionDef >& -FunctionDefLibrary::function() const { - // @@protoc_insertion_point(field_list:tensorflow.FunctionDefLibrary.function) - return function_; -} - -// repeated .tensorflow.GradientDef gradient = 2; -inline int FunctionDefLibrary::gradient_size() const { - return gradient_.size(); -} -inline void FunctionDefLibrary::clear_gradient() { - gradient_.Clear(); -} -inline const ::tensorflow::GradientDef& FunctionDefLibrary::gradient(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.FunctionDefLibrary.gradient) - return gradient_.Get(index); -} -inline ::tensorflow::GradientDef* FunctionDefLibrary::mutable_gradient(int index) { - // @@protoc_insertion_point(field_mutable:tensorflow.FunctionDefLibrary.gradient) - return gradient_.Mutable(index); -} -inline ::tensorflow::GradientDef* FunctionDefLibrary::add_gradient() { - // @@protoc_insertion_point(field_add:tensorflow.FunctionDefLibrary.gradient) - return gradient_.Add(); -} -inline ::google::protobuf::RepeatedPtrField< ::tensorflow::GradientDef >* -FunctionDefLibrary::mutable_gradient() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.FunctionDefLibrary.gradient) - return &gradient_; -} -inline const ::google::protobuf::RepeatedPtrField< ::tensorflow::GradientDef >& -FunctionDefLibrary::gradient() const { - // @@protoc_insertion_point(field_list:tensorflow.FunctionDefLibrary.gradient) - return gradient_; -} - -inline const FunctionDefLibrary* FunctionDefLibrary::internal_default_instance() { - return &FunctionDefLibrary_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// FunctionDef_Node - -// repeated string ret = 1; -inline int FunctionDef_Node::ret_size() const { - return ret_.size(); -} -inline void FunctionDef_Node::clear_ret() { - ret_.Clear(); -} -inline const ::std::string& FunctionDef_Node::ret(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.FunctionDef.Node.ret) - return ret_.Get(index); -} -inline ::std::string* FunctionDef_Node::mutable_ret(int index) { - // @@protoc_insertion_point(field_mutable:tensorflow.FunctionDef.Node.ret) - return ret_.Mutable(index); -} -inline void FunctionDef_Node::set_ret(int index, const ::std::string& value) { - // @@protoc_insertion_point(field_set:tensorflow.FunctionDef.Node.ret) - ret_.Mutable(index)->assign(value); -} -inline void FunctionDef_Node::set_ret(int index, const char* value) { - ret_.Mutable(index)->assign(value); - // @@protoc_insertion_point(field_set_char:tensorflow.FunctionDef.Node.ret) -} -inline void FunctionDef_Node::set_ret(int index, const char* value, size_t size) { - ret_.Mutable(index)->assign( - reinterpret_cast(value), size); - // @@protoc_insertion_point(field_set_pointer:tensorflow.FunctionDef.Node.ret) -} -inline ::std::string* FunctionDef_Node::add_ret() { - // @@protoc_insertion_point(field_add_mutable:tensorflow.FunctionDef.Node.ret) - return ret_.Add(); -} -inline void FunctionDef_Node::add_ret(const ::std::string& value) { - ret_.Add()->assign(value); - // @@protoc_insertion_point(field_add:tensorflow.FunctionDef.Node.ret) -} -inline void FunctionDef_Node::add_ret(const char* value) { - ret_.Add()->assign(value); - // @@protoc_insertion_point(field_add_char:tensorflow.FunctionDef.Node.ret) -} -inline void FunctionDef_Node::add_ret(const char* value, size_t size) { - ret_.Add()->assign(reinterpret_cast(value), size); - // @@protoc_insertion_point(field_add_pointer:tensorflow.FunctionDef.Node.ret) -} -inline const ::google::protobuf::RepeatedPtrField< ::std::string>& -FunctionDef_Node::ret() const { - // @@protoc_insertion_point(field_list:tensorflow.FunctionDef.Node.ret) - return ret_; -} -inline ::google::protobuf::RepeatedPtrField< ::std::string>* -FunctionDef_Node::mutable_ret() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.FunctionDef.Node.ret) - return &ret_; -} - -// optional string op = 2; -inline void FunctionDef_Node::clear_op() { - op_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline const ::std::string& FunctionDef_Node::op() const { - // @@protoc_insertion_point(field_get:tensorflow.FunctionDef.Node.op) - return op_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void FunctionDef_Node::set_op(const ::std::string& value) { - - op_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.FunctionDef.Node.op) -} -inline void FunctionDef_Node::set_op(const char* value) { - - op_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.FunctionDef.Node.op) -} -inline void FunctionDef_Node::set_op(const char* value, - size_t size) { - - op_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.FunctionDef.Node.op) -} -inline ::std::string* FunctionDef_Node::mutable_op() { - - // @@protoc_insertion_point(field_mutable:tensorflow.FunctionDef.Node.op) - return op_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline ::std::string* FunctionDef_Node::release_op() { - // @@protoc_insertion_point(field_release:tensorflow.FunctionDef.Node.op) - - return op_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline ::std::string* FunctionDef_Node::unsafe_arena_release_op() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.FunctionDef.Node.op) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - - return op_.UnsafeArenaRelease(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); -} -inline void FunctionDef_Node::set_allocated_op(::std::string* op) { - if (op != NULL) { - - } else { - - } - op_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), op, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_allocated:tensorflow.FunctionDef.Node.op) -} -inline void FunctionDef_Node::unsafe_arena_set_allocated_op( - ::std::string* op) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (op != NULL) { - - } else { - - } - op_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - op, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.FunctionDef.Node.op) -} - -// repeated string arg = 3; -inline int FunctionDef_Node::arg_size() const { - return arg_.size(); -} -inline void FunctionDef_Node::clear_arg() { - arg_.Clear(); -} -inline const ::std::string& FunctionDef_Node::arg(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.FunctionDef.Node.arg) - return arg_.Get(index); -} -inline ::std::string* FunctionDef_Node::mutable_arg(int index) { - // @@protoc_insertion_point(field_mutable:tensorflow.FunctionDef.Node.arg) - return arg_.Mutable(index); -} -inline void FunctionDef_Node::set_arg(int index, const ::std::string& value) { - // @@protoc_insertion_point(field_set:tensorflow.FunctionDef.Node.arg) - arg_.Mutable(index)->assign(value); -} -inline void FunctionDef_Node::set_arg(int index, const char* value) { - arg_.Mutable(index)->assign(value); - // @@protoc_insertion_point(field_set_char:tensorflow.FunctionDef.Node.arg) -} -inline void FunctionDef_Node::set_arg(int index, const char* value, size_t size) { - arg_.Mutable(index)->assign( - reinterpret_cast(value), size); - // @@protoc_insertion_point(field_set_pointer:tensorflow.FunctionDef.Node.arg) -} -inline ::std::string* FunctionDef_Node::add_arg() { - // @@protoc_insertion_point(field_add_mutable:tensorflow.FunctionDef.Node.arg) - return arg_.Add(); -} -inline void FunctionDef_Node::add_arg(const ::std::string& value) { - arg_.Add()->assign(value); - // @@protoc_insertion_point(field_add:tensorflow.FunctionDef.Node.arg) -} -inline void FunctionDef_Node::add_arg(const char* value) { - arg_.Add()->assign(value); - // @@protoc_insertion_point(field_add_char:tensorflow.FunctionDef.Node.arg) -} -inline void FunctionDef_Node::add_arg(const char* value, size_t size) { - arg_.Add()->assign(reinterpret_cast(value), size); - // @@protoc_insertion_point(field_add_pointer:tensorflow.FunctionDef.Node.arg) -} -inline const ::google::protobuf::RepeatedPtrField< ::std::string>& -FunctionDef_Node::arg() const { - // @@protoc_insertion_point(field_list:tensorflow.FunctionDef.Node.arg) - return arg_; -} -inline ::google::protobuf::RepeatedPtrField< ::std::string>* -FunctionDef_Node::mutable_arg() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.FunctionDef.Node.arg) - return &arg_; -} - -// repeated string dep = 4; -inline int FunctionDef_Node::dep_size() const { - return dep_.size(); -} -inline void FunctionDef_Node::clear_dep() { - dep_.Clear(); -} -inline const ::std::string& FunctionDef_Node::dep(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.FunctionDef.Node.dep) - return dep_.Get(index); -} -inline ::std::string* FunctionDef_Node::mutable_dep(int index) { - // @@protoc_insertion_point(field_mutable:tensorflow.FunctionDef.Node.dep) - return dep_.Mutable(index); -} -inline void FunctionDef_Node::set_dep(int index, const ::std::string& value) { - // @@protoc_insertion_point(field_set:tensorflow.FunctionDef.Node.dep) - dep_.Mutable(index)->assign(value); -} -inline void FunctionDef_Node::set_dep(int index, const char* value) { - dep_.Mutable(index)->assign(value); - // @@protoc_insertion_point(field_set_char:tensorflow.FunctionDef.Node.dep) -} -inline void FunctionDef_Node::set_dep(int index, const char* value, size_t size) { - dep_.Mutable(index)->assign( - reinterpret_cast(value), size); - // @@protoc_insertion_point(field_set_pointer:tensorflow.FunctionDef.Node.dep) -} -inline ::std::string* FunctionDef_Node::add_dep() { - // @@protoc_insertion_point(field_add_mutable:tensorflow.FunctionDef.Node.dep) - return dep_.Add(); -} -inline void FunctionDef_Node::add_dep(const ::std::string& value) { - dep_.Add()->assign(value); - // @@protoc_insertion_point(field_add:tensorflow.FunctionDef.Node.dep) -} -inline void FunctionDef_Node::add_dep(const char* value) { - dep_.Add()->assign(value); - // @@protoc_insertion_point(field_add_char:tensorflow.FunctionDef.Node.dep) -} -inline void FunctionDef_Node::add_dep(const char* value, size_t size) { - dep_.Add()->assign(reinterpret_cast(value), size); - // @@protoc_insertion_point(field_add_pointer:tensorflow.FunctionDef.Node.dep) -} -inline const ::google::protobuf::RepeatedPtrField< ::std::string>& -FunctionDef_Node::dep() const { - // @@protoc_insertion_point(field_list:tensorflow.FunctionDef.Node.dep) - return dep_; -} -inline ::google::protobuf::RepeatedPtrField< ::std::string>* -FunctionDef_Node::mutable_dep() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.FunctionDef.Node.dep) - return &dep_; -} - -// map attr = 5; -inline int FunctionDef_Node::attr_size() const { - return attr_.size(); -} -inline void FunctionDef_Node::clear_attr() { - attr_.Clear(); -} -inline const ::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue >& -FunctionDef_Node::attr() const { - // @@protoc_insertion_point(field_map:tensorflow.FunctionDef.Node.attr) - return attr_.GetMap(); -} -inline ::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue >* -FunctionDef_Node::mutable_attr() { - // @@protoc_insertion_point(field_mutable_map:tensorflow.FunctionDef.Node.attr) - return attr_.MutableMap(); -} - -inline const FunctionDef_Node* FunctionDef_Node::internal_default_instance() { - return &FunctionDef_Node_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// FunctionDef - -// optional .tensorflow.OpDef signature = 1; -inline bool FunctionDef::has_signature() const { - return this != internal_default_instance() && signature_ != NULL; -} -inline void FunctionDef::clear_signature() { - if (GetArenaNoVirtual() == NULL && signature_ != NULL) delete signature_; - signature_ = NULL; -} -inline const ::tensorflow::OpDef& FunctionDef::signature() const { - // @@protoc_insertion_point(field_get:tensorflow.FunctionDef.signature) - return signature_ != NULL ? *signature_ - : *::tensorflow::OpDef::internal_default_instance(); -} -inline ::tensorflow::OpDef* FunctionDef::mutable_signature() { - - if (signature_ == NULL) { - _slow_mutable_signature(); - } - // @@protoc_insertion_point(field_mutable:tensorflow.FunctionDef.signature) - return signature_; -} -inline ::tensorflow::OpDef* FunctionDef::release_signature() { - // @@protoc_insertion_point(field_release:tensorflow.FunctionDef.signature) - - if (GetArenaNoVirtual() != NULL) { - return _slow_release_signature(); - } else { - ::tensorflow::OpDef* temp = signature_; - signature_ = NULL; - return temp; - } -} -inline void FunctionDef::set_allocated_signature(::tensorflow::OpDef* signature) { - ::google::protobuf::Arena* message_arena = GetArenaNoVirtual(); - if (message_arena == NULL) { - delete signature_; - } - if (signature != NULL) { - _slow_set_allocated_signature(message_arena, &signature); - } - signature_ = signature; - if (signature) { - - } else { - - } - // @@protoc_insertion_point(field_set_allocated:tensorflow.FunctionDef.signature) -} - -// repeated .tensorflow.FunctionDef.Node node = 2; -inline int FunctionDef::node_size() const { - return node_.size(); -} -inline void FunctionDef::clear_node() { - node_.Clear(); -} -inline const ::tensorflow::FunctionDef_Node& FunctionDef::node(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.FunctionDef.node) - return node_.Get(index); -} -inline ::tensorflow::FunctionDef_Node* FunctionDef::mutable_node(int index) { - // @@protoc_insertion_point(field_mutable:tensorflow.FunctionDef.node) - return node_.Mutable(index); -} -inline ::tensorflow::FunctionDef_Node* FunctionDef::add_node() { - // @@protoc_insertion_point(field_add:tensorflow.FunctionDef.node) - return node_.Add(); -} -inline ::google::protobuf::RepeatedPtrField< ::tensorflow::FunctionDef_Node >* -FunctionDef::mutable_node() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.FunctionDef.node) - return &node_; -} -inline const ::google::protobuf::RepeatedPtrField< ::tensorflow::FunctionDef_Node >& -FunctionDef::node() const { - // @@protoc_insertion_point(field_list:tensorflow.FunctionDef.node) - return node_; -} - -inline const FunctionDef* FunctionDef::internal_default_instance() { - return &FunctionDef_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// GradientDef - -// optional string function_name = 1; -inline void GradientDef::clear_function_name() { - function_name_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline const ::std::string& GradientDef::function_name() const { - // @@protoc_insertion_point(field_get:tensorflow.GradientDef.function_name) - return function_name_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void GradientDef::set_function_name(const ::std::string& value) { - - function_name_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.GradientDef.function_name) -} -inline void GradientDef::set_function_name(const char* value) { - - function_name_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.GradientDef.function_name) -} -inline void GradientDef::set_function_name(const char* value, - size_t size) { - - function_name_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.GradientDef.function_name) -} -inline ::std::string* GradientDef::mutable_function_name() { - - // @@protoc_insertion_point(field_mutable:tensorflow.GradientDef.function_name) - return function_name_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline ::std::string* GradientDef::release_function_name() { - // @@protoc_insertion_point(field_release:tensorflow.GradientDef.function_name) - - return function_name_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline ::std::string* GradientDef::unsafe_arena_release_function_name() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.GradientDef.function_name) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - - return function_name_.UnsafeArenaRelease(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); -} -inline void GradientDef::set_allocated_function_name(::std::string* function_name) { - if (function_name != NULL) { - - } else { - - } - function_name_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), function_name, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_allocated:tensorflow.GradientDef.function_name) -} -inline void GradientDef::unsafe_arena_set_allocated_function_name( - ::std::string* function_name) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (function_name != NULL) { - - } else { - - } - function_name_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - function_name, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.GradientDef.function_name) -} - -// optional string gradient_func = 2; -inline void GradientDef::clear_gradient_func() { - gradient_func_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline const ::std::string& GradientDef::gradient_func() const { - // @@protoc_insertion_point(field_get:tensorflow.GradientDef.gradient_func) - return gradient_func_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void GradientDef::set_gradient_func(const ::std::string& value) { - - gradient_func_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.GradientDef.gradient_func) -} -inline void GradientDef::set_gradient_func(const char* value) { - - gradient_func_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.GradientDef.gradient_func) -} -inline void GradientDef::set_gradient_func(const char* value, - size_t size) { - - gradient_func_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.GradientDef.gradient_func) -} -inline ::std::string* GradientDef::mutable_gradient_func() { - - // @@protoc_insertion_point(field_mutable:tensorflow.GradientDef.gradient_func) - return gradient_func_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline ::std::string* GradientDef::release_gradient_func() { - // @@protoc_insertion_point(field_release:tensorflow.GradientDef.gradient_func) - - return gradient_func_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline ::std::string* GradientDef::unsafe_arena_release_gradient_func() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.GradientDef.gradient_func) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - - return gradient_func_.UnsafeArenaRelease(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); -} -inline void GradientDef::set_allocated_gradient_func(::std::string* gradient_func) { - if (gradient_func != NULL) { - - } else { - - } - gradient_func_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), gradient_func, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_allocated:tensorflow.GradientDef.gradient_func) -} -inline void GradientDef::unsafe_arena_set_allocated_gradient_func( - ::std::string* gradient_func) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (gradient_func != NULL) { - - } else { - - } - gradient_func_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - gradient_func, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.GradientDef.gradient_func) -} - -inline const GradientDef* GradientDef::internal_default_instance() { - return &GradientDef_default_instance_.get(); -} -#endif // !PROTOBUF_INLINE_NOT_IN_HEADERS -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - - -// @@protoc_insertion_point(namespace_scope) - -} // namespace tensorflow - -// @@protoc_insertion_point(global_scope) - -#endif // PROTOBUF_function_2eproto__INCLUDED diff --git a/modules/dnn/misc/tensorflow/graph.pb.cc b/modules/dnn/misc/tensorflow/graph.pb.cc deleted file mode 100644 index 21cec2e77..000000000 --- a/modules/dnn/misc/tensorflow/graph.pb.cc +++ /dev/null @@ -1,1687 +0,0 @@ -// Generated by the protocol buffer compiler. DO NOT EDIT! -// source: graph.proto - -#define INTERNAL_SUPPRESS_PROTOBUF_FIELD_DEPRECATION -#include "graph.pb.h" - -#include - -#include -#include -#include -#include -#include -#include -#include -#include -#include -// @@protoc_insertion_point(includes) - -namespace tensorflow { - -namespace { - -const ::google::protobuf::Descriptor* GraphDef_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - GraphDef_reflection_ = NULL; -const ::google::protobuf::Descriptor* NodeDef_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - NodeDef_reflection_ = NULL; -const ::google::protobuf::Descriptor* NodeDef_AttrEntry_descriptor_ = NULL; - -} // namespace - - -void protobuf_AssignDesc_graph_2eproto() GOOGLE_ATTRIBUTE_COLD; -void protobuf_AssignDesc_graph_2eproto() { - protobuf_AddDesc_graph_2eproto(); - const ::google::protobuf::FileDescriptor* file = - ::google::protobuf::DescriptorPool::generated_pool()->FindFileByName( - "graph.proto"); - GOOGLE_CHECK(file != NULL); - GraphDef_descriptor_ = file->message_type(0); - static const int GraphDef_offsets_[4] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(GraphDef, node_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(GraphDef, versions_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(GraphDef, version_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(GraphDef, library_), - }; - GraphDef_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - GraphDef_descriptor_, - GraphDef::internal_default_instance(), - GraphDef_offsets_, - -1, - -1, - -1, - sizeof(GraphDef), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(GraphDef, _internal_metadata_)); - NodeDef_descriptor_ = file->message_type(1); - static const int NodeDef_offsets_[5] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NodeDef, name_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NodeDef, op_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NodeDef, input_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NodeDef, device_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NodeDef, attr_), - }; - NodeDef_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - NodeDef_descriptor_, - NodeDef::internal_default_instance(), - NodeDef_offsets_, - -1, - -1, - -1, - sizeof(NodeDef), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(NodeDef, _internal_metadata_)); - NodeDef_AttrEntry_descriptor_ = NodeDef_descriptor_->nested_type(0); -} - -namespace { - -GOOGLE_PROTOBUF_DECLARE_ONCE(protobuf_AssignDescriptors_once_); -void protobuf_AssignDescriptorsOnce() { - ::google::protobuf::GoogleOnceInit(&protobuf_AssignDescriptors_once_, - &protobuf_AssignDesc_graph_2eproto); -} - -void protobuf_RegisterTypes(const ::std::string&) GOOGLE_ATTRIBUTE_COLD; -void protobuf_RegisterTypes(const ::std::string&) { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - GraphDef_descriptor_, GraphDef::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - NodeDef_descriptor_, NodeDef::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - NodeDef_AttrEntry_descriptor_, - ::google::protobuf::internal::MapEntry< - ::std::string, - ::tensorflow::AttrValue, - ::google::protobuf::internal::WireFormatLite::TYPE_STRING, - ::google::protobuf::internal::WireFormatLite::TYPE_MESSAGE, - 0>::CreateDefaultInstance( - NodeDef_AttrEntry_descriptor_)); -} - -} // namespace - -void protobuf_ShutdownFile_graph_2eproto() { - GraphDef_default_instance_.Shutdown(); - delete GraphDef_reflection_; - NodeDef_default_instance_.Shutdown(); - delete NodeDef_reflection_; -} - -void protobuf_InitDefaults_graph_2eproto_impl() { - GOOGLE_PROTOBUF_VERIFY_VERSION; - - ::tensorflow::protobuf_InitDefaults_attr_5fvalue_2eproto(); - ::tensorflow::protobuf_InitDefaults_function_2eproto(); - ::tensorflow::protobuf_InitDefaults_versions_2eproto(); - GraphDef_default_instance_.DefaultConstruct(); - ::google::protobuf::internal::GetEmptyString(); - NodeDef_default_instance_.DefaultConstruct(); - GraphDef_default_instance_.get_mutable()->InitAsDefaultInstance(); - NodeDef_default_instance_.get_mutable()->InitAsDefaultInstance(); -} - -GOOGLE_PROTOBUF_DECLARE_ONCE(protobuf_InitDefaults_graph_2eproto_once_); -void protobuf_InitDefaults_graph_2eproto() { - ::google::protobuf::GoogleOnceInit(&protobuf_InitDefaults_graph_2eproto_once_, - &protobuf_InitDefaults_graph_2eproto_impl); -} -void protobuf_AddDesc_graph_2eproto_impl() { - GOOGLE_PROTOBUF_VERIFY_VERSION; - - protobuf_InitDefaults_graph_2eproto(); - ::google::protobuf::DescriptorPool::InternalAddGeneratedFile( - "\n\013graph.proto\022\ntensorflow\032\020attr_value.pr" - "oto\032\016function.proto\032\016versions.proto\"\235\001\n\010" - "GraphDef\022!\n\004node\030\001 \003(\0132\023.tensorflow.Node" - "Def\022(\n\010versions\030\004 \001(\0132\026.tensorflow.Versi" - "onDef\022\023\n\007version\030\003 \001(\005B\002\030\001\022/\n\007library\030\002 " - "\001(\0132\036.tensorflow.FunctionDefLibrary\"\263\001\n\007" - "NodeDef\022\014\n\004name\030\001 \001(\t\022\n\n\002op\030\002 \001(\t\022\r\n\005inp" - "ut\030\003 \003(\t\022\016\n\006device\030\004 \001(\t\022+\n\004attr\030\005 \003(\0132\035" - ".tensorflow.NodeDef.AttrEntry\032B\n\tAttrEnt" - "ry\022\013\n\003key\030\001 \001(\t\022$\n\005value\030\002 \001(\0132\025.tensorf" - "low.AttrValue:\0028\001B,\n\030org.tensorflow.fram" - "eworkB\013GraphProtosP\001\370\001\001b\006proto3", 471); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedFile( - "graph.proto", &protobuf_RegisterTypes); - ::tensorflow::protobuf_AddDesc_attr_5fvalue_2eproto(); - ::tensorflow::protobuf_AddDesc_function_2eproto(); - ::tensorflow::protobuf_AddDesc_versions_2eproto(); - ::google::protobuf::internal::OnShutdown(&protobuf_ShutdownFile_graph_2eproto); -} - -GOOGLE_PROTOBUF_DECLARE_ONCE(protobuf_AddDesc_graph_2eproto_once_); -void protobuf_AddDesc_graph_2eproto() { - ::google::protobuf::GoogleOnceInit(&protobuf_AddDesc_graph_2eproto_once_, - &protobuf_AddDesc_graph_2eproto_impl); -} -// Force AddDescriptors() to be called at static initialization time. -struct StaticDescriptorInitializer_graph_2eproto { - StaticDescriptorInitializer_graph_2eproto() { - protobuf_AddDesc_graph_2eproto(); - } -} static_descriptor_initializer_graph_2eproto_; - -namespace { - -static void MergeFromFail(int line) GOOGLE_ATTRIBUTE_COLD GOOGLE_ATTRIBUTE_NORETURN; -static void MergeFromFail(int line) { - ::google::protobuf::internal::MergeFromFail(__FILE__, line); -} - -} // namespace - - -// =================================================================== - -void GraphDef::_slow_mutable_versions() { - versions_ = ::google::protobuf::Arena::CreateMessage< ::tensorflow::VersionDef >( - GetArenaNoVirtual()); -} -::tensorflow::VersionDef* GraphDef::_slow_release_versions() { - if (versions_ == NULL) { - return NULL; - } else { - ::tensorflow::VersionDef* temp = new ::tensorflow::VersionDef(*versions_); - versions_ = NULL; - return temp; - } -} -::tensorflow::VersionDef* GraphDef::unsafe_arena_release_versions() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.GraphDef.versions) - - ::tensorflow::VersionDef* temp = versions_; - versions_ = NULL; - return temp; -} -void GraphDef::_slow_set_allocated_versions( - ::google::protobuf::Arena* message_arena, ::tensorflow::VersionDef** versions) { - if (message_arena != NULL && - ::google::protobuf::Arena::GetArena(*versions) == NULL) { - message_arena->Own(*versions); - } else if (message_arena != - ::google::protobuf::Arena::GetArena(*versions)) { - ::tensorflow::VersionDef* new_versions = - ::google::protobuf::Arena::CreateMessage< ::tensorflow::VersionDef >( - message_arena); - new_versions->CopyFrom(**versions); - *versions = new_versions; - } -} -void GraphDef::unsafe_arena_set_allocated_versions( - ::tensorflow::VersionDef* versions) { - if (GetArenaNoVirtual() == NULL) { - delete versions_; - } - versions_ = versions; - if (versions) { - - } else { - - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.GraphDef.versions) -} -void GraphDef::_slow_mutable_library() { - library_ = ::google::protobuf::Arena::CreateMessage< ::tensorflow::FunctionDefLibrary >( - GetArenaNoVirtual()); -} -::tensorflow::FunctionDefLibrary* GraphDef::_slow_release_library() { - if (library_ == NULL) { - return NULL; - } else { - ::tensorflow::FunctionDefLibrary* temp = new ::tensorflow::FunctionDefLibrary(*library_); - library_ = NULL; - return temp; - } -} -::tensorflow::FunctionDefLibrary* GraphDef::unsafe_arena_release_library() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.GraphDef.library) - - ::tensorflow::FunctionDefLibrary* temp = library_; - library_ = NULL; - return temp; -} -void GraphDef::_slow_set_allocated_library( - ::google::protobuf::Arena* message_arena, ::tensorflow::FunctionDefLibrary** library) { - if (message_arena != NULL && - ::google::protobuf::Arena::GetArena(*library) == NULL) { - message_arena->Own(*library); - } else if (message_arena != - ::google::protobuf::Arena::GetArena(*library)) { - ::tensorflow::FunctionDefLibrary* new_library = - ::google::protobuf::Arena::CreateMessage< ::tensorflow::FunctionDefLibrary >( - message_arena); - new_library->CopyFrom(**library); - *library = new_library; - } -} -void GraphDef::unsafe_arena_set_allocated_library( - ::tensorflow::FunctionDefLibrary* library) { - if (GetArenaNoVirtual() == NULL) { - delete library_; - } - library_ = library; - if (library) { - - } else { - - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.GraphDef.library) -} -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int GraphDef::kNodeFieldNumber; -const int GraphDef::kVersionsFieldNumber; -const int GraphDef::kVersionFieldNumber; -const int GraphDef::kLibraryFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -GraphDef::GraphDef() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_graph_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:tensorflow.GraphDef) -} -GraphDef::GraphDef(::google::protobuf::Arena* arena) - : ::google::protobuf::Message(), - _internal_metadata_(arena), - node_(arena) { -#ifdef GOOGLE_PROTOBUF_NO_STATIC_INITIALIZER - protobuf_InitDefaults_graph_2eproto(); -#endif // GOOGLE_PROTOBUF_NO_STATIC_INITIALIZER - SharedCtor(); - RegisterArenaDtor(arena); - // @@protoc_insertion_point(arena_constructor:tensorflow.GraphDef) -} - -void GraphDef::InitAsDefaultInstance() { - versions_ = const_cast< ::tensorflow::VersionDef*>( - ::tensorflow::VersionDef::internal_default_instance()); - library_ = const_cast< ::tensorflow::FunctionDefLibrary*>( - ::tensorflow::FunctionDefLibrary::internal_default_instance()); -} - -GraphDef::GraphDef(const GraphDef& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:tensorflow.GraphDef) -} - -void GraphDef::SharedCtor() { - versions_ = NULL; - library_ = NULL; - version_ = 0; - _cached_size_ = 0; -} - -GraphDef::~GraphDef() { - // @@protoc_insertion_point(destructor:tensorflow.GraphDef) - SharedDtor(); -} - -void GraphDef::SharedDtor() { - ::google::protobuf::Arena* arena = GetArenaNoVirtual(); - if (arena != NULL) { - return; - } - - if (this != &GraphDef_default_instance_.get()) { - delete versions_; - delete library_; - } -} - -void GraphDef::ArenaDtor(void* object) { - GraphDef* _this = reinterpret_cast< GraphDef* >(object); - (void)_this; -} -void GraphDef::RegisterArenaDtor(::google::protobuf::Arena* arena) { -} -void GraphDef::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* GraphDef::descriptor() { - protobuf_AssignDescriptorsOnce(); - return GraphDef_descriptor_; -} - -const GraphDef& GraphDef::default_instance() { - protobuf_InitDefaults_graph_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed GraphDef_default_instance_; - -GraphDef* GraphDef::New(::google::protobuf::Arena* arena) const { - return ::google::protobuf::Arena::CreateMessage(arena); -} - -void GraphDef::Clear() { -// @@protoc_insertion_point(message_clear_start:tensorflow.GraphDef) - if (GetArenaNoVirtual() == NULL && versions_ != NULL) delete versions_; - versions_ = NULL; - version_ = 0; - if (GetArenaNoVirtual() == NULL && library_ != NULL) delete library_; - library_ = NULL; - node_.Clear(); -} - -bool GraphDef::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:tensorflow.GraphDef) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // repeated .tensorflow.NodeDef node = 1; - case 1: { - if (tag == 10) { - DO_(input->IncrementRecursionDepth()); - parse_loop_node: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtualNoRecursionDepth( - input, add_node())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(10)) goto parse_loop_node; - input->UnsafeDecrementRecursionDepth(); - if (input->ExpectTag(18)) goto parse_library; - break; - } - - // optional .tensorflow.FunctionDefLibrary library = 2; - case 2: { - if (tag == 18) { - parse_library: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_library())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(24)) goto parse_version; - break; - } - - // optional int32 version = 3 [deprecated = true]; - case 3: { - if (tag == 24) { - parse_version: - - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &version_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(34)) goto parse_versions; - break; - } - - // optional .tensorflow.VersionDef versions = 4; - case 4: { - if (tag == 34) { - parse_versions: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_versions())); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormatLite::SkipField(input, tag)); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:tensorflow.GraphDef) - return true; -failure: - // @@protoc_insertion_point(parse_failure:tensorflow.GraphDef) - return false; -#undef DO_ -} - -void GraphDef::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:tensorflow.GraphDef) - // repeated .tensorflow.NodeDef node = 1; - for (unsigned int i = 0, n = this->node_size(); i < n; i++) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 1, this->node(i), output); - } - - // optional .tensorflow.FunctionDefLibrary library = 2; - if (this->has_library()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 2, *this->library_, output); - } - - // optional int32 version = 3 [deprecated = true]; - if (this->version() != 0) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(3, this->version(), output); - } - - // optional .tensorflow.VersionDef versions = 4; - if (this->has_versions()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 4, *this->versions_, output); - } - - // @@protoc_insertion_point(serialize_end:tensorflow.GraphDef) -} - -::google::protobuf::uint8* GraphDef::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:tensorflow.GraphDef) - // repeated .tensorflow.NodeDef node = 1; - for (unsigned int i = 0, n = this->node_size(); i < n; i++) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 1, this->node(i), false, target); - } - - // optional .tensorflow.FunctionDefLibrary library = 2; - if (this->has_library()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 2, *this->library_, false, target); - } - - // optional int32 version = 3 [deprecated = true]; - if (this->version() != 0) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(3, this->version(), target); - } - - // optional .tensorflow.VersionDef versions = 4; - if (this->has_versions()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 4, *this->versions_, false, target); - } - - // @@protoc_insertion_point(serialize_to_array_end:tensorflow.GraphDef) - return target; -} - -size_t GraphDef::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:tensorflow.GraphDef) - size_t total_size = 0; - - // optional .tensorflow.VersionDef versions = 4; - if (this->has_versions()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->versions_); - } - - // optional int32 version = 3 [deprecated = true]; - if (this->version() != 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->version()); - } - - // optional .tensorflow.FunctionDefLibrary library = 2; - if (this->has_library()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->library_); - } - - // repeated .tensorflow.NodeDef node = 1; - { - unsigned int count = this->node_size(); - total_size += 1UL * count; - for (unsigned int i = 0; i < count; i++) { - total_size += - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - this->node(i)); - } - } - - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void GraphDef::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:tensorflow.GraphDef) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const GraphDef* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:tensorflow.GraphDef) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:tensorflow.GraphDef) - UnsafeMergeFrom(*source); - } -} - -void GraphDef::MergeFrom(const GraphDef& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:tensorflow.GraphDef) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void GraphDef::UnsafeMergeFrom(const GraphDef& from) { - GOOGLE_DCHECK(&from != this); - node_.MergeFrom(from.node_); - if (from.has_versions()) { - mutable_versions()->::tensorflow::VersionDef::MergeFrom(from.versions()); - } - if (from.version() != 0) { - set_version(from.version()); - } - if (from.has_library()) { - mutable_library()->::tensorflow::FunctionDefLibrary::MergeFrom(from.library()); - } -} - -void GraphDef::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:tensorflow.GraphDef) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void GraphDef::CopyFrom(const GraphDef& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:tensorflow.GraphDef) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool GraphDef::IsInitialized() const { - - return true; -} - -void GraphDef::Swap(GraphDef* other) { - if (other == this) return; - if (GetArenaNoVirtual() == other->GetArenaNoVirtual()) { - InternalSwap(other); - } else { - GraphDef temp; - temp.UnsafeMergeFrom(*this); - CopyFrom(*other); - other->CopyFrom(temp); - } -} -void GraphDef::UnsafeArenaSwap(GraphDef* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArenaNoVirtual() == other->GetArenaNoVirtual()); - InternalSwap(other); -} -void GraphDef::InternalSwap(GraphDef* other) { - node_.UnsafeArenaSwap(&other->node_); - std::swap(versions_, other->versions_); - std::swap(version_, other->version_); - std::swap(library_, other->library_); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata GraphDef::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = GraphDef_descriptor_; - metadata.reflection = GraphDef_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// GraphDef - -// repeated .tensorflow.NodeDef node = 1; -int GraphDef::node_size() const { - return node_.size(); -} -void GraphDef::clear_node() { - node_.Clear(); -} -const ::tensorflow::NodeDef& GraphDef::node(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.GraphDef.node) - return node_.Get(index); -} -::tensorflow::NodeDef* GraphDef::mutable_node(int index) { - // @@protoc_insertion_point(field_mutable:tensorflow.GraphDef.node) - return node_.Mutable(index); -} -::tensorflow::NodeDef* GraphDef::add_node() { - // @@protoc_insertion_point(field_add:tensorflow.GraphDef.node) - return node_.Add(); -} -::google::protobuf::RepeatedPtrField< ::tensorflow::NodeDef >* -GraphDef::mutable_node() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.GraphDef.node) - return &node_; -} -const ::google::protobuf::RepeatedPtrField< ::tensorflow::NodeDef >& -GraphDef::node() const { - // @@protoc_insertion_point(field_list:tensorflow.GraphDef.node) - return node_; -} - -// optional .tensorflow.VersionDef versions = 4; -bool GraphDef::has_versions() const { - return this != internal_default_instance() && versions_ != NULL; -} -void GraphDef::clear_versions() { - if (GetArenaNoVirtual() == NULL && versions_ != NULL) delete versions_; - versions_ = NULL; -} -const ::tensorflow::VersionDef& GraphDef::versions() const { - // @@protoc_insertion_point(field_get:tensorflow.GraphDef.versions) - return versions_ != NULL ? *versions_ - : *::tensorflow::VersionDef::internal_default_instance(); -} -::tensorflow::VersionDef* GraphDef::mutable_versions() { - - if (versions_ == NULL) { - _slow_mutable_versions(); - } - // @@protoc_insertion_point(field_mutable:tensorflow.GraphDef.versions) - return versions_; -} -::tensorflow::VersionDef* GraphDef::release_versions() { - // @@protoc_insertion_point(field_release:tensorflow.GraphDef.versions) - - if (GetArenaNoVirtual() != NULL) { - return _slow_release_versions(); - } else { - ::tensorflow::VersionDef* temp = versions_; - versions_ = NULL; - return temp; - } -} - void GraphDef::set_allocated_versions(::tensorflow::VersionDef* versions) { - ::google::protobuf::Arena* message_arena = GetArenaNoVirtual(); - if (message_arena == NULL) { - delete versions_; - } - if (versions != NULL) { - _slow_set_allocated_versions(message_arena, &versions); - } - versions_ = versions; - if (versions) { - - } else { - - } - // @@protoc_insertion_point(field_set_allocated:tensorflow.GraphDef.versions) -} - -// optional int32 version = 3 [deprecated = true]; -void GraphDef::clear_version() { - version_ = 0; -} -::google::protobuf::int32 GraphDef::version() const { - // @@protoc_insertion_point(field_get:tensorflow.GraphDef.version) - return version_; -} -void GraphDef::set_version(::google::protobuf::int32 value) { - - version_ = value; - // @@protoc_insertion_point(field_set:tensorflow.GraphDef.version) -} - -// optional .tensorflow.FunctionDefLibrary library = 2; -bool GraphDef::has_library() const { - return this != internal_default_instance() && library_ != NULL; -} -void GraphDef::clear_library() { - if (GetArenaNoVirtual() == NULL && library_ != NULL) delete library_; - library_ = NULL; -} -const ::tensorflow::FunctionDefLibrary& GraphDef::library() const { - // @@protoc_insertion_point(field_get:tensorflow.GraphDef.library) - return library_ != NULL ? *library_ - : *::tensorflow::FunctionDefLibrary::internal_default_instance(); -} -::tensorflow::FunctionDefLibrary* GraphDef::mutable_library() { - - if (library_ == NULL) { - _slow_mutable_library(); - } - // @@protoc_insertion_point(field_mutable:tensorflow.GraphDef.library) - return library_; -} -::tensorflow::FunctionDefLibrary* GraphDef::release_library() { - // @@protoc_insertion_point(field_release:tensorflow.GraphDef.library) - - if (GetArenaNoVirtual() != NULL) { - return _slow_release_library(); - } else { - ::tensorflow::FunctionDefLibrary* temp = library_; - library_ = NULL; - return temp; - } -} - void GraphDef::set_allocated_library(::tensorflow::FunctionDefLibrary* library) { - ::google::protobuf::Arena* message_arena = GetArenaNoVirtual(); - if (message_arena == NULL) { - delete library_; - } - if (library != NULL) { - _slow_set_allocated_library(message_arena, &library); - } - library_ = library; - if (library) { - - } else { - - } - // @@protoc_insertion_point(field_set_allocated:tensorflow.GraphDef.library) -} - -inline const GraphDef* GraphDef::internal_default_instance() { - return &GraphDef_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int NodeDef::kNameFieldNumber; -const int NodeDef::kOpFieldNumber; -const int NodeDef::kInputFieldNumber; -const int NodeDef::kDeviceFieldNumber; -const int NodeDef::kAttrFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -NodeDef::NodeDef() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_graph_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:tensorflow.NodeDef) -} -NodeDef::NodeDef(::google::protobuf::Arena* arena) - : ::google::protobuf::Message(), - _internal_metadata_(arena), - input_(arena), - attr_(arena) { -#ifdef GOOGLE_PROTOBUF_NO_STATIC_INITIALIZER - protobuf_InitDefaults_graph_2eproto(); -#endif // GOOGLE_PROTOBUF_NO_STATIC_INITIALIZER - SharedCtor(); - RegisterArenaDtor(arena); - // @@protoc_insertion_point(arena_constructor:tensorflow.NodeDef) -} - -void NodeDef::InitAsDefaultInstance() { -} - -NodeDef::NodeDef(const NodeDef& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:tensorflow.NodeDef) -} - -void NodeDef::SharedCtor() { - attr_.SetAssignDescriptorCallback( - protobuf_AssignDescriptorsOnce); - attr_.SetEntryDescriptor( - &::tensorflow::NodeDef_AttrEntry_descriptor_); - name_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - op_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - device_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - _cached_size_ = 0; -} - -NodeDef::~NodeDef() { - // @@protoc_insertion_point(destructor:tensorflow.NodeDef) - SharedDtor(); -} - -void NodeDef::SharedDtor() { - ::google::protobuf::Arena* arena = GetArenaNoVirtual(); - if (arena != NULL) { - return; - } - - name_.Destroy(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), arena); - op_.Destroy(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), arena); - device_.Destroy(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), arena); -} - -void NodeDef::ArenaDtor(void* object) { - NodeDef* _this = reinterpret_cast< NodeDef* >(object); - (void)_this; -} -void NodeDef::RegisterArenaDtor(::google::protobuf::Arena* arena) { -} -void NodeDef::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* NodeDef::descriptor() { - protobuf_AssignDescriptorsOnce(); - return NodeDef_descriptor_; -} - -const NodeDef& NodeDef::default_instance() { - protobuf_InitDefaults_graph_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed NodeDef_default_instance_; - -NodeDef* NodeDef::New(::google::protobuf::Arena* arena) const { - return ::google::protobuf::Arena::CreateMessage(arena); -} - -void NodeDef::Clear() { -// @@protoc_insertion_point(message_clear_start:tensorflow.NodeDef) - name_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); - op_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); - device_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); - input_.Clear(); - attr_.Clear(); -} - -bool NodeDef::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:tensorflow.NodeDef) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional string name = 1; - case 1: { - if (tag == 10) { - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_name())); - DO_(::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->name().data(), this->name().length(), - ::google::protobuf::internal::WireFormatLite::PARSE, - "tensorflow.NodeDef.name")); - } else { - goto handle_unusual; - } - if (input->ExpectTag(18)) goto parse_op; - break; - } - - // optional string op = 2; - case 2: { - if (tag == 18) { - parse_op: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_op())); - DO_(::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->op().data(), this->op().length(), - ::google::protobuf::internal::WireFormatLite::PARSE, - "tensorflow.NodeDef.op")); - } else { - goto handle_unusual; - } - if (input->ExpectTag(26)) goto parse_input; - break; - } - - // repeated string input = 3; - case 3: { - if (tag == 26) { - parse_input: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->add_input())); - DO_(::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->input(this->input_size() - 1).data(), - this->input(this->input_size() - 1).length(), - ::google::protobuf::internal::WireFormatLite::PARSE, - "tensorflow.NodeDef.input")); - } else { - goto handle_unusual; - } - if (input->ExpectTag(26)) goto parse_input; - if (input->ExpectTag(34)) goto parse_device; - break; - } - - // optional string device = 4; - case 4: { - if (tag == 34) { - parse_device: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_device())); - DO_(::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->device().data(), this->device().length(), - ::google::protobuf::internal::WireFormatLite::PARSE, - "tensorflow.NodeDef.device")); - } else { - goto handle_unusual; - } - if (input->ExpectTag(42)) goto parse_attr; - break; - } - - // map attr = 5; - case 5: { - if (tag == 42) { - parse_attr: - DO_(input->IncrementRecursionDepth()); - parse_loop_attr: - NodeDef_AttrEntry::Parser< ::google::protobuf::internal::MapField< - ::std::string, ::tensorflow::AttrValue, - ::google::protobuf::internal::WireFormatLite::TYPE_STRING, - ::google::protobuf::internal::WireFormatLite::TYPE_MESSAGE, - 0 >, - ::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue > > parser(&attr_); - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, &parser)); - DO_(::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - parser.key().data(), parser.key().length(), - ::google::protobuf::internal::WireFormatLite::PARSE, - "tensorflow.NodeDef.AttrEntry.key")); - } else { - goto handle_unusual; - } - if (input->ExpectTag(42)) goto parse_loop_attr; - input->UnsafeDecrementRecursionDepth(); - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormatLite::SkipField(input, tag)); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:tensorflow.NodeDef) - return true; -failure: - // @@protoc_insertion_point(parse_failure:tensorflow.NodeDef) - return false; -#undef DO_ -} - -void NodeDef::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:tensorflow.NodeDef) - // optional string name = 1; - if (this->name().size() > 0) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->name().data(), this->name().length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.NodeDef.name"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 1, this->name(), output); - } - - // optional string op = 2; - if (this->op().size() > 0) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->op().data(), this->op().length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.NodeDef.op"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 2, this->op(), output); - } - - // repeated string input = 3; - for (int i = 0; i < this->input_size(); i++) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->input(i).data(), this->input(i).length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.NodeDef.input"); - ::google::protobuf::internal::WireFormatLite::WriteString( - 3, this->input(i), output); - } - - // optional string device = 4; - if (this->device().size() > 0) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->device().data(), this->device().length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.NodeDef.device"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 4, this->device(), output); - } - - // map attr = 5; - if (!this->attr().empty()) { - typedef ::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue >::const_pointer - ConstPtr; - typedef ConstPtr SortItem; - typedef ::google::protobuf::internal::CompareByDerefFirst Less; - struct Utf8Check { - static void Check(ConstPtr p) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - p->first.data(), p->first.length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.NodeDef.AttrEntry.key"); - } - }; - - if (output->IsSerializationDeterminstic() && - this->attr().size() > 1) { - ::google::protobuf::scoped_array items( - new SortItem[this->attr().size()]); - typedef ::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue >::size_type size_type; - size_type n = 0; - for (::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue >::const_iterator - it = this->attr().begin(); - it != this->attr().end(); ++it, ++n) { - items[n] = SortItem(&*it); - } - ::std::sort(&items[0], &items[n], Less()); - ::google::protobuf::scoped_ptr entry; - for (size_type i = 0; i < n; i++) { - entry.reset(attr_.NewEntryWrapper( - items[i]->first, items[i]->second)); - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 5, *entry, output); - if (entry->GetArena() != NULL) { - entry.release(); - } - Utf8Check::Check(items[i]); - } - } else { - ::google::protobuf::scoped_ptr entry; - for (::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue >::const_iterator - it = this->attr().begin(); - it != this->attr().end(); ++it) { - entry.reset(attr_.NewEntryWrapper( - it->first, it->second)); - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 5, *entry, output); - if (entry->GetArena() != NULL) { - entry.release(); - } - Utf8Check::Check(&*it); - } - } - } - - // @@protoc_insertion_point(serialize_end:tensorflow.NodeDef) -} - -::google::protobuf::uint8* NodeDef::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:tensorflow.NodeDef) - // optional string name = 1; - if (this->name().size() > 0) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->name().data(), this->name().length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.NodeDef.name"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 1, this->name(), target); - } - - // optional string op = 2; - if (this->op().size() > 0) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->op().data(), this->op().length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.NodeDef.op"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 2, this->op(), target); - } - - // repeated string input = 3; - for (int i = 0; i < this->input_size(); i++) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->input(i).data(), this->input(i).length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.NodeDef.input"); - target = ::google::protobuf::internal::WireFormatLite:: - WriteStringToArray(3, this->input(i), target); - } - - // optional string device = 4; - if (this->device().size() > 0) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->device().data(), this->device().length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.NodeDef.device"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 4, this->device(), target); - } - - // map attr = 5; - if (!this->attr().empty()) { - typedef ::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue >::const_pointer - ConstPtr; - typedef ConstPtr SortItem; - typedef ::google::protobuf::internal::CompareByDerefFirst Less; - struct Utf8Check { - static void Check(ConstPtr p) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - p->first.data(), p->first.length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.NodeDef.AttrEntry.key"); - } - }; - - if (deterministic && - this->attr().size() > 1) { - ::google::protobuf::scoped_array items( - new SortItem[this->attr().size()]); - typedef ::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue >::size_type size_type; - size_type n = 0; - for (::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue >::const_iterator - it = this->attr().begin(); - it != this->attr().end(); ++it, ++n) { - items[n] = SortItem(&*it); - } - ::std::sort(&items[0], &items[n], Less()); - ::google::protobuf::scoped_ptr entry; - for (size_type i = 0; i < n; i++) { - entry.reset(attr_.NewEntryWrapper( - items[i]->first, items[i]->second)); - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 5, *entry, deterministic, target); -; - if (entry->GetArena() != NULL) { - entry.release(); - } - Utf8Check::Check(items[i]); - } - } else { - ::google::protobuf::scoped_ptr entry; - for (::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue >::const_iterator - it = this->attr().begin(); - it != this->attr().end(); ++it) { - entry.reset(attr_.NewEntryWrapper( - it->first, it->second)); - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 5, *entry, deterministic, target); -; - if (entry->GetArena() != NULL) { - entry.release(); - } - Utf8Check::Check(&*it); - } - } - } - - // @@protoc_insertion_point(serialize_to_array_end:tensorflow.NodeDef) - return target; -} - -size_t NodeDef::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:tensorflow.NodeDef) - size_t total_size = 0; - - // optional string name = 1; - if (this->name().size() > 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->name()); - } - - // optional string op = 2; - if (this->op().size() > 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->op()); - } - - // optional string device = 4; - if (this->device().size() > 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->device()); - } - - // repeated string input = 3; - total_size += 1 * - ::google::protobuf::internal::FromIntSize(this->input_size()); - for (int i = 0; i < this->input_size(); i++) { - total_size += ::google::protobuf::internal::WireFormatLite::StringSize( - this->input(i)); - } - - // map attr = 5; - total_size += 1 * - ::google::protobuf::internal::FromIntSize(this->attr_size()); - { - ::google::protobuf::scoped_ptr entry; - for (::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue >::const_iterator - it = this->attr().begin(); - it != this->attr().end(); ++it) { - if (entry.get() != NULL && entry->GetArena() != NULL) { - entry.release(); - } - entry.reset(attr_.NewEntryWrapper(it->first, it->second)); - total_size += ::google::protobuf::internal::WireFormatLite:: - MessageSizeNoVirtual(*entry); - } - if (entry.get() != NULL && entry->GetArena() != NULL) { - entry.release(); - } - } - - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void NodeDef::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:tensorflow.NodeDef) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const NodeDef* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:tensorflow.NodeDef) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:tensorflow.NodeDef) - UnsafeMergeFrom(*source); - } -} - -void NodeDef::MergeFrom(const NodeDef& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:tensorflow.NodeDef) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void NodeDef::UnsafeMergeFrom(const NodeDef& from) { - GOOGLE_DCHECK(&from != this); - input_.UnsafeMergeFrom(from.input_); - attr_.MergeFrom(from.attr_); - if (from.name().size() > 0) { - set_name(from.name()); - } - if (from.op().size() > 0) { - set_op(from.op()); - } - if (from.device().size() > 0) { - set_device(from.device()); - } -} - -void NodeDef::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:tensorflow.NodeDef) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void NodeDef::CopyFrom(const NodeDef& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:tensorflow.NodeDef) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool NodeDef::IsInitialized() const { - - return true; -} - -void NodeDef::Swap(NodeDef* other) { - if (other == this) return; - if (GetArenaNoVirtual() == other->GetArenaNoVirtual()) { - InternalSwap(other); - } else { - NodeDef temp; - temp.UnsafeMergeFrom(*this); - CopyFrom(*other); - other->CopyFrom(temp); - } -} -void NodeDef::UnsafeArenaSwap(NodeDef* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArenaNoVirtual() == other->GetArenaNoVirtual()); - InternalSwap(other); -} -void NodeDef::InternalSwap(NodeDef* other) { - name_.Swap(&other->name_); - op_.Swap(&other->op_); - input_.UnsafeArenaSwap(&other->input_); - device_.Swap(&other->device_); - attr_.Swap(&other->attr_); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata NodeDef::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = NodeDef_descriptor_; - metadata.reflection = NodeDef_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// NodeDef - -// optional string name = 1; -void NodeDef::clear_name() { - name_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -const ::std::string& NodeDef::name() const { - // @@protoc_insertion_point(field_get:tensorflow.NodeDef.name) - return name_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void NodeDef::set_name(const ::std::string& value) { - - name_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.NodeDef.name) -} -void NodeDef::set_name(const char* value) { - - name_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.NodeDef.name) -} -void NodeDef::set_name(const char* value, - size_t size) { - - name_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.NodeDef.name) -} -::std::string* NodeDef::mutable_name() { - - // @@protoc_insertion_point(field_mutable:tensorflow.NodeDef.name) - return name_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -::std::string* NodeDef::release_name() { - // @@protoc_insertion_point(field_release:tensorflow.NodeDef.name) - - return name_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -::std::string* NodeDef::unsafe_arena_release_name() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.NodeDef.name) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - - return name_.UnsafeArenaRelease(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); -} -void NodeDef::set_allocated_name(::std::string* name) { - if (name != NULL) { - - } else { - - } - name_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), name, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_allocated:tensorflow.NodeDef.name) -} -void NodeDef::unsafe_arena_set_allocated_name( - ::std::string* name) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (name != NULL) { - - } else { - - } - name_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - name, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.NodeDef.name) -} - -// optional string op = 2; -void NodeDef::clear_op() { - op_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -const ::std::string& NodeDef::op() const { - // @@protoc_insertion_point(field_get:tensorflow.NodeDef.op) - return op_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void NodeDef::set_op(const ::std::string& value) { - - op_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.NodeDef.op) -} -void NodeDef::set_op(const char* value) { - - op_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.NodeDef.op) -} -void NodeDef::set_op(const char* value, - size_t size) { - - op_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.NodeDef.op) -} -::std::string* NodeDef::mutable_op() { - - // @@protoc_insertion_point(field_mutable:tensorflow.NodeDef.op) - return op_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -::std::string* NodeDef::release_op() { - // @@protoc_insertion_point(field_release:tensorflow.NodeDef.op) - - return op_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -::std::string* NodeDef::unsafe_arena_release_op() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.NodeDef.op) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - - return op_.UnsafeArenaRelease(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); -} -void NodeDef::set_allocated_op(::std::string* op) { - if (op != NULL) { - - } else { - - } - op_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), op, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_allocated:tensorflow.NodeDef.op) -} -void NodeDef::unsafe_arena_set_allocated_op( - ::std::string* op) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (op != NULL) { - - } else { - - } - op_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - op, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.NodeDef.op) -} - -// repeated string input = 3; -int NodeDef::input_size() const { - return input_.size(); -} -void NodeDef::clear_input() { - input_.Clear(); -} -const ::std::string& NodeDef::input(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.NodeDef.input) - return input_.Get(index); -} -::std::string* NodeDef::mutable_input(int index) { - // @@protoc_insertion_point(field_mutable:tensorflow.NodeDef.input) - return input_.Mutable(index); -} -void NodeDef::set_input(int index, const ::std::string& value) { - // @@protoc_insertion_point(field_set:tensorflow.NodeDef.input) - input_.Mutable(index)->assign(value); -} -void NodeDef::set_input(int index, const char* value) { - input_.Mutable(index)->assign(value); - // @@protoc_insertion_point(field_set_char:tensorflow.NodeDef.input) -} -void NodeDef::set_input(int index, const char* value, size_t size) { - input_.Mutable(index)->assign( - reinterpret_cast(value), size); - // @@protoc_insertion_point(field_set_pointer:tensorflow.NodeDef.input) -} -::std::string* NodeDef::add_input() { - // @@protoc_insertion_point(field_add_mutable:tensorflow.NodeDef.input) - return input_.Add(); -} -void NodeDef::add_input(const ::std::string& value) { - input_.Add()->assign(value); - // @@protoc_insertion_point(field_add:tensorflow.NodeDef.input) -} -void NodeDef::add_input(const char* value) { - input_.Add()->assign(value); - // @@protoc_insertion_point(field_add_char:tensorflow.NodeDef.input) -} -void NodeDef::add_input(const char* value, size_t size) { - input_.Add()->assign(reinterpret_cast(value), size); - // @@protoc_insertion_point(field_add_pointer:tensorflow.NodeDef.input) -} -const ::google::protobuf::RepeatedPtrField< ::std::string>& -NodeDef::input() const { - // @@protoc_insertion_point(field_list:tensorflow.NodeDef.input) - return input_; -} -::google::protobuf::RepeatedPtrField< ::std::string>* -NodeDef::mutable_input() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.NodeDef.input) - return &input_; -} - -// optional string device = 4; -void NodeDef::clear_device() { - device_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -const ::std::string& NodeDef::device() const { - // @@protoc_insertion_point(field_get:tensorflow.NodeDef.device) - return device_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void NodeDef::set_device(const ::std::string& value) { - - device_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.NodeDef.device) -} -void NodeDef::set_device(const char* value) { - - device_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.NodeDef.device) -} -void NodeDef::set_device(const char* value, - size_t size) { - - device_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.NodeDef.device) -} -::std::string* NodeDef::mutable_device() { - - // @@protoc_insertion_point(field_mutable:tensorflow.NodeDef.device) - return device_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -::std::string* NodeDef::release_device() { - // @@protoc_insertion_point(field_release:tensorflow.NodeDef.device) - - return device_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -::std::string* NodeDef::unsafe_arena_release_device() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.NodeDef.device) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - - return device_.UnsafeArenaRelease(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); -} -void NodeDef::set_allocated_device(::std::string* device) { - if (device != NULL) { - - } else { - - } - device_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), device, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_allocated:tensorflow.NodeDef.device) -} -void NodeDef::unsafe_arena_set_allocated_device( - ::std::string* device) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (device != NULL) { - - } else { - - } - device_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - device, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.NodeDef.device) -} - -// map attr = 5; -int NodeDef::attr_size() const { - return attr_.size(); -} -void NodeDef::clear_attr() { - attr_.Clear(); -} - const ::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue >& -NodeDef::attr() const { - // @@protoc_insertion_point(field_map:tensorflow.NodeDef.attr) - return attr_.GetMap(); -} - ::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue >* -NodeDef::mutable_attr() { - // @@protoc_insertion_point(field_mutable_map:tensorflow.NodeDef.attr) - return attr_.MutableMap(); -} - -inline const NodeDef* NodeDef::internal_default_instance() { - return &NodeDef_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// @@protoc_insertion_point(namespace_scope) - -} // namespace tensorflow - -// @@protoc_insertion_point(global_scope) diff --git a/modules/dnn/misc/tensorflow/graph.pb.h b/modules/dnn/misc/tensorflow/graph.pb.h deleted file mode 100644 index f4d54bc7f..000000000 --- a/modules/dnn/misc/tensorflow/graph.pb.h +++ /dev/null @@ -1,814 +0,0 @@ -// Generated by the protocol buffer compiler. DO NOT EDIT! -// source: graph.proto - -#ifndef PROTOBUF_graph_2eproto__INCLUDED -#define PROTOBUF_graph_2eproto__INCLUDED - -#include - -#include - -#if GOOGLE_PROTOBUF_VERSION < 3001000 -#error This file was generated by a newer version of protoc which is -#error incompatible with your Protocol Buffer headers. Please update -#error your headers. -#endif -#if 3001000 < GOOGLE_PROTOBUF_MIN_PROTOC_VERSION -#error This file was generated by an older version of protoc which is -#error incompatible with your Protocol Buffer headers. Please -#error regenerate this file with a newer version of protoc. -#endif - -#include -#include -#include -#include -#include -#include -#include -#include -#include -#include -#include "attr_value.pb.h" -#include "function.pb.h" -#include "versions.pb.h" -// @@protoc_insertion_point(includes) - -namespace tensorflow { - -// Internal implementation detail -- do not call these. -void protobuf_AddDesc_graph_2eproto(); -void protobuf_InitDefaults_graph_2eproto(); -void protobuf_AssignDesc_graph_2eproto(); -void protobuf_ShutdownFile_graph_2eproto(); - -class GraphDef; -class NodeDef; - -// =================================================================== - -class GraphDef : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:tensorflow.GraphDef) */ { - public: - GraphDef(); - virtual ~GraphDef(); - - GraphDef(const GraphDef& from); - - inline GraphDef& operator=(const GraphDef& from) { - CopyFrom(from); - return *this; - } - - inline ::google::protobuf::Arena* GetArena() const { return GetArenaNoVirtual(); } - inline void* GetMaybeArenaPointer() const { - return MaybeArenaPtr(); - } - static const ::google::protobuf::Descriptor* descriptor(); - static const GraphDef& default_instance(); - - static const GraphDef* internal_default_instance(); - - void UnsafeArenaSwap(GraphDef* other); - void Swap(GraphDef* other); - - // implements Message ---------------------------------------------- - - inline GraphDef* New() const { return New(NULL); } - - GraphDef* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const GraphDef& from); - void MergeFrom(const GraphDef& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(GraphDef* other); - void UnsafeMergeFrom(const GraphDef& from); - protected: - explicit GraphDef(::google::protobuf::Arena* arena); - private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::google::protobuf::Arena* arena); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // repeated .tensorflow.NodeDef node = 1; - int node_size() const; - void clear_node(); - static const int kNodeFieldNumber = 1; - const ::tensorflow::NodeDef& node(int index) const; - ::tensorflow::NodeDef* mutable_node(int index); - ::tensorflow::NodeDef* add_node(); - ::google::protobuf::RepeatedPtrField< ::tensorflow::NodeDef >* - mutable_node(); - const ::google::protobuf::RepeatedPtrField< ::tensorflow::NodeDef >& - node() const; - - // optional .tensorflow.VersionDef versions = 4; - bool has_versions() const; - void clear_versions(); - static const int kVersionsFieldNumber = 4; - private: - void _slow_mutable_versions(); - void _slow_set_allocated_versions( - ::google::protobuf::Arena* message_arena, ::tensorflow::VersionDef** versions); - ::tensorflow::VersionDef* _slow_release_versions(); - public: - const ::tensorflow::VersionDef& versions() const; - ::tensorflow::VersionDef* mutable_versions(); - ::tensorflow::VersionDef* release_versions(); - void set_allocated_versions(::tensorflow::VersionDef* versions); - ::tensorflow::VersionDef* unsafe_arena_release_versions(); - void unsafe_arena_set_allocated_versions( - ::tensorflow::VersionDef* versions); - - // optional int32 version = 3 [deprecated = true]; - GOOGLE_PROTOBUF_DEPRECATED_ATTR void clear_version(); - GOOGLE_PROTOBUF_DEPRECATED_ATTR static const int kVersionFieldNumber = 3; - GOOGLE_PROTOBUF_DEPRECATED_ATTR ::google::protobuf::int32 version() const; - GOOGLE_PROTOBUF_DEPRECATED_ATTR void set_version(::google::protobuf::int32 value); - - // optional .tensorflow.FunctionDefLibrary library = 2; - bool has_library() const; - void clear_library(); - static const int kLibraryFieldNumber = 2; - private: - void _slow_mutable_library(); - void _slow_set_allocated_library( - ::google::protobuf::Arena* message_arena, ::tensorflow::FunctionDefLibrary** library); - ::tensorflow::FunctionDefLibrary* _slow_release_library(); - public: - const ::tensorflow::FunctionDefLibrary& library() const; - ::tensorflow::FunctionDefLibrary* mutable_library(); - ::tensorflow::FunctionDefLibrary* release_library(); - void set_allocated_library(::tensorflow::FunctionDefLibrary* library); - ::tensorflow::FunctionDefLibrary* unsafe_arena_release_library(); - void unsafe_arena_set_allocated_library( - ::tensorflow::FunctionDefLibrary* library); - - // @@protoc_insertion_point(class_scope:tensorflow.GraphDef) - private: - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - friend class ::google::protobuf::Arena; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; - ::google::protobuf::RepeatedPtrField< ::tensorflow::NodeDef > node_; - ::tensorflow::VersionDef* versions_; - ::tensorflow::FunctionDefLibrary* library_; - ::google::protobuf::int32 version_; - mutable int _cached_size_; - friend void protobuf_InitDefaults_graph_2eproto_impl(); - friend void protobuf_AddDesc_graph_2eproto_impl(); - friend void protobuf_AssignDesc_graph_2eproto(); - friend void protobuf_ShutdownFile_graph_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed GraphDef_default_instance_; - -// ------------------------------------------------------------------- - -class NodeDef : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:tensorflow.NodeDef) */ { - public: - NodeDef(); - virtual ~NodeDef(); - - NodeDef(const NodeDef& from); - - inline NodeDef& operator=(const NodeDef& from) { - CopyFrom(from); - return *this; - } - - inline ::google::protobuf::Arena* GetArena() const { return GetArenaNoVirtual(); } - inline void* GetMaybeArenaPointer() const { - return MaybeArenaPtr(); - } - static const ::google::protobuf::Descriptor* descriptor(); - static const NodeDef& default_instance(); - - static const NodeDef* internal_default_instance(); - - void UnsafeArenaSwap(NodeDef* other); - void Swap(NodeDef* other); - - // implements Message ---------------------------------------------- - - inline NodeDef* New() const { return New(NULL); } - - NodeDef* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const NodeDef& from); - void MergeFrom(const NodeDef& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(NodeDef* other); - void UnsafeMergeFrom(const NodeDef& from); - protected: - explicit NodeDef(::google::protobuf::Arena* arena); - private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::google::protobuf::Arena* arena); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - - // accessors ------------------------------------------------------- - - // optional string name = 1; - void clear_name(); - static const int kNameFieldNumber = 1; - const ::std::string& name() const; - void set_name(const ::std::string& value); - void set_name(const char* value); - void set_name(const char* value, size_t size); - ::std::string* mutable_name(); - ::std::string* release_name(); - void set_allocated_name(::std::string* name); - ::std::string* unsafe_arena_release_name(); - void unsafe_arena_set_allocated_name( - ::std::string* name); - - // optional string op = 2; - void clear_op(); - static const int kOpFieldNumber = 2; - const ::std::string& op() const; - void set_op(const ::std::string& value); - void set_op(const char* value); - void set_op(const char* value, size_t size); - ::std::string* mutable_op(); - ::std::string* release_op(); - void set_allocated_op(::std::string* op); - ::std::string* unsafe_arena_release_op(); - void unsafe_arena_set_allocated_op( - ::std::string* op); - - // repeated string input = 3; - int input_size() const; - void clear_input(); - static const int kInputFieldNumber = 3; - const ::std::string& input(int index) const; - ::std::string* mutable_input(int index); - void set_input(int index, const ::std::string& value); - void set_input(int index, const char* value); - void set_input(int index, const char* value, size_t size); - ::std::string* add_input(); - void add_input(const ::std::string& value); - void add_input(const char* value); - void add_input(const char* value, size_t size); - const ::google::protobuf::RepeatedPtrField< ::std::string>& input() const; - ::google::protobuf::RepeatedPtrField< ::std::string>* mutable_input(); - - // optional string device = 4; - void clear_device(); - static const int kDeviceFieldNumber = 4; - const ::std::string& device() const; - void set_device(const ::std::string& value); - void set_device(const char* value); - void set_device(const char* value, size_t size); - ::std::string* mutable_device(); - ::std::string* release_device(); - void set_allocated_device(::std::string* device); - ::std::string* unsafe_arena_release_device(); - void unsafe_arena_set_allocated_device( - ::std::string* device); - - // map attr = 5; - int attr_size() const; - void clear_attr(); - static const int kAttrFieldNumber = 5; - const ::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue >& - attr() const; - ::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue >* - mutable_attr(); - - // @@protoc_insertion_point(class_scope:tensorflow.NodeDef) - private: - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - friend class ::google::protobuf::Arena; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; - ::google::protobuf::RepeatedPtrField< ::std::string> input_; - typedef ::google::protobuf::internal::MapEntryLite< - ::std::string, ::tensorflow::AttrValue, - ::google::protobuf::internal::WireFormatLite::TYPE_STRING, - ::google::protobuf::internal::WireFormatLite::TYPE_MESSAGE, - 0 > - NodeDef_AttrEntry; - ::google::protobuf::internal::MapField< - ::std::string, ::tensorflow::AttrValue, - ::google::protobuf::internal::WireFormatLite::TYPE_STRING, - ::google::protobuf::internal::WireFormatLite::TYPE_MESSAGE, - 0 > attr_; - ::google::protobuf::internal::ArenaStringPtr name_; - ::google::protobuf::internal::ArenaStringPtr op_; - ::google::protobuf::internal::ArenaStringPtr device_; - mutable int _cached_size_; - friend void protobuf_InitDefaults_graph_2eproto_impl(); - friend void protobuf_AddDesc_graph_2eproto_impl(); - friend void protobuf_AssignDesc_graph_2eproto(); - friend void protobuf_ShutdownFile_graph_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed NodeDef_default_instance_; - -// =================================================================== - - -// =================================================================== - -#if !PROTOBUF_INLINE_NOT_IN_HEADERS -// GraphDef - -// repeated .tensorflow.NodeDef node = 1; -inline int GraphDef::node_size() const { - return node_.size(); -} -inline void GraphDef::clear_node() { - node_.Clear(); -} -inline const ::tensorflow::NodeDef& GraphDef::node(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.GraphDef.node) - return node_.Get(index); -} -inline ::tensorflow::NodeDef* GraphDef::mutable_node(int index) { - // @@protoc_insertion_point(field_mutable:tensorflow.GraphDef.node) - return node_.Mutable(index); -} -inline ::tensorflow::NodeDef* GraphDef::add_node() { - // @@protoc_insertion_point(field_add:tensorflow.GraphDef.node) - return node_.Add(); -} -inline ::google::protobuf::RepeatedPtrField< ::tensorflow::NodeDef >* -GraphDef::mutable_node() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.GraphDef.node) - return &node_; -} -inline const ::google::protobuf::RepeatedPtrField< ::tensorflow::NodeDef >& -GraphDef::node() const { - // @@protoc_insertion_point(field_list:tensorflow.GraphDef.node) - return node_; -} - -// optional .tensorflow.VersionDef versions = 4; -inline bool GraphDef::has_versions() const { - return this != internal_default_instance() && versions_ != NULL; -} -inline void GraphDef::clear_versions() { - if (GetArenaNoVirtual() == NULL && versions_ != NULL) delete versions_; - versions_ = NULL; -} -inline const ::tensorflow::VersionDef& GraphDef::versions() const { - // @@protoc_insertion_point(field_get:tensorflow.GraphDef.versions) - return versions_ != NULL ? *versions_ - : *::tensorflow::VersionDef::internal_default_instance(); -} -inline ::tensorflow::VersionDef* GraphDef::mutable_versions() { - - if (versions_ == NULL) { - _slow_mutable_versions(); - } - // @@protoc_insertion_point(field_mutable:tensorflow.GraphDef.versions) - return versions_; -} -inline ::tensorflow::VersionDef* GraphDef::release_versions() { - // @@protoc_insertion_point(field_release:tensorflow.GraphDef.versions) - - if (GetArenaNoVirtual() != NULL) { - return _slow_release_versions(); - } else { - ::tensorflow::VersionDef* temp = versions_; - versions_ = NULL; - return temp; - } -} -inline void GraphDef::set_allocated_versions(::tensorflow::VersionDef* versions) { - ::google::protobuf::Arena* message_arena = GetArenaNoVirtual(); - if (message_arena == NULL) { - delete versions_; - } - if (versions != NULL) { - _slow_set_allocated_versions(message_arena, &versions); - } - versions_ = versions; - if (versions) { - - } else { - - } - // @@protoc_insertion_point(field_set_allocated:tensorflow.GraphDef.versions) -} - -// optional int32 version = 3 [deprecated = true]; -inline void GraphDef::clear_version() { - version_ = 0; -} -inline ::google::protobuf::int32 GraphDef::version() const { - // @@protoc_insertion_point(field_get:tensorflow.GraphDef.version) - return version_; -} -inline void GraphDef::set_version(::google::protobuf::int32 value) { - - version_ = value; - // @@protoc_insertion_point(field_set:tensorflow.GraphDef.version) -} - -// optional .tensorflow.FunctionDefLibrary library = 2; -inline bool GraphDef::has_library() const { - return this != internal_default_instance() && library_ != NULL; -} -inline void GraphDef::clear_library() { - if (GetArenaNoVirtual() == NULL && library_ != NULL) delete library_; - library_ = NULL; -} -inline const ::tensorflow::FunctionDefLibrary& GraphDef::library() const { - // @@protoc_insertion_point(field_get:tensorflow.GraphDef.library) - return library_ != NULL ? *library_ - : *::tensorflow::FunctionDefLibrary::internal_default_instance(); -} -inline ::tensorflow::FunctionDefLibrary* GraphDef::mutable_library() { - - if (library_ == NULL) { - _slow_mutable_library(); - } - // @@protoc_insertion_point(field_mutable:tensorflow.GraphDef.library) - return library_; -} -inline ::tensorflow::FunctionDefLibrary* GraphDef::release_library() { - // @@protoc_insertion_point(field_release:tensorflow.GraphDef.library) - - if (GetArenaNoVirtual() != NULL) { - return _slow_release_library(); - } else { - ::tensorflow::FunctionDefLibrary* temp = library_; - library_ = NULL; - return temp; - } -} -inline void GraphDef::set_allocated_library(::tensorflow::FunctionDefLibrary* library) { - ::google::protobuf::Arena* message_arena = GetArenaNoVirtual(); - if (message_arena == NULL) { - delete library_; - } - if (library != NULL) { - _slow_set_allocated_library(message_arena, &library); - } - library_ = library; - if (library) { - - } else { - - } - // @@protoc_insertion_point(field_set_allocated:tensorflow.GraphDef.library) -} - -inline const GraphDef* GraphDef::internal_default_instance() { - return &GraphDef_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// NodeDef - -// optional string name = 1; -inline void NodeDef::clear_name() { - name_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline const ::std::string& NodeDef::name() const { - // @@protoc_insertion_point(field_get:tensorflow.NodeDef.name) - return name_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void NodeDef::set_name(const ::std::string& value) { - - name_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.NodeDef.name) -} -inline void NodeDef::set_name(const char* value) { - - name_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.NodeDef.name) -} -inline void NodeDef::set_name(const char* value, - size_t size) { - - name_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.NodeDef.name) -} -inline ::std::string* NodeDef::mutable_name() { - - // @@protoc_insertion_point(field_mutable:tensorflow.NodeDef.name) - return name_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline ::std::string* NodeDef::release_name() { - // @@protoc_insertion_point(field_release:tensorflow.NodeDef.name) - - return name_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline ::std::string* NodeDef::unsafe_arena_release_name() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.NodeDef.name) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - - return name_.UnsafeArenaRelease(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); -} -inline void NodeDef::set_allocated_name(::std::string* name) { - if (name != NULL) { - - } else { - - } - name_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), name, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_allocated:tensorflow.NodeDef.name) -} -inline void NodeDef::unsafe_arena_set_allocated_name( - ::std::string* name) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (name != NULL) { - - } else { - - } - name_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - name, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.NodeDef.name) -} - -// optional string op = 2; -inline void NodeDef::clear_op() { - op_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline const ::std::string& NodeDef::op() const { - // @@protoc_insertion_point(field_get:tensorflow.NodeDef.op) - return op_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void NodeDef::set_op(const ::std::string& value) { - - op_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.NodeDef.op) -} -inline void NodeDef::set_op(const char* value) { - - op_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.NodeDef.op) -} -inline void NodeDef::set_op(const char* value, - size_t size) { - - op_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.NodeDef.op) -} -inline ::std::string* NodeDef::mutable_op() { - - // @@protoc_insertion_point(field_mutable:tensorflow.NodeDef.op) - return op_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline ::std::string* NodeDef::release_op() { - // @@protoc_insertion_point(field_release:tensorflow.NodeDef.op) - - return op_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline ::std::string* NodeDef::unsafe_arena_release_op() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.NodeDef.op) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - - return op_.UnsafeArenaRelease(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); -} -inline void NodeDef::set_allocated_op(::std::string* op) { - if (op != NULL) { - - } else { - - } - op_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), op, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_allocated:tensorflow.NodeDef.op) -} -inline void NodeDef::unsafe_arena_set_allocated_op( - ::std::string* op) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (op != NULL) { - - } else { - - } - op_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - op, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.NodeDef.op) -} - -// repeated string input = 3; -inline int NodeDef::input_size() const { - return input_.size(); -} -inline void NodeDef::clear_input() { - input_.Clear(); -} -inline const ::std::string& NodeDef::input(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.NodeDef.input) - return input_.Get(index); -} -inline ::std::string* NodeDef::mutable_input(int index) { - // @@protoc_insertion_point(field_mutable:tensorflow.NodeDef.input) - return input_.Mutable(index); -} -inline void NodeDef::set_input(int index, const ::std::string& value) { - // @@protoc_insertion_point(field_set:tensorflow.NodeDef.input) - input_.Mutable(index)->assign(value); -} -inline void NodeDef::set_input(int index, const char* value) { - input_.Mutable(index)->assign(value); - // @@protoc_insertion_point(field_set_char:tensorflow.NodeDef.input) -} -inline void NodeDef::set_input(int index, const char* value, size_t size) { - input_.Mutable(index)->assign( - reinterpret_cast(value), size); - // @@protoc_insertion_point(field_set_pointer:tensorflow.NodeDef.input) -} -inline ::std::string* NodeDef::add_input() { - // @@protoc_insertion_point(field_add_mutable:tensorflow.NodeDef.input) - return input_.Add(); -} -inline void NodeDef::add_input(const ::std::string& value) { - input_.Add()->assign(value); - // @@protoc_insertion_point(field_add:tensorflow.NodeDef.input) -} -inline void NodeDef::add_input(const char* value) { - input_.Add()->assign(value); - // @@protoc_insertion_point(field_add_char:tensorflow.NodeDef.input) -} -inline void NodeDef::add_input(const char* value, size_t size) { - input_.Add()->assign(reinterpret_cast(value), size); - // @@protoc_insertion_point(field_add_pointer:tensorflow.NodeDef.input) -} -inline const ::google::protobuf::RepeatedPtrField< ::std::string>& -NodeDef::input() const { - // @@protoc_insertion_point(field_list:tensorflow.NodeDef.input) - return input_; -} -inline ::google::protobuf::RepeatedPtrField< ::std::string>* -NodeDef::mutable_input() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.NodeDef.input) - return &input_; -} - -// optional string device = 4; -inline void NodeDef::clear_device() { - device_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline const ::std::string& NodeDef::device() const { - // @@protoc_insertion_point(field_get:tensorflow.NodeDef.device) - return device_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void NodeDef::set_device(const ::std::string& value) { - - device_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.NodeDef.device) -} -inline void NodeDef::set_device(const char* value) { - - device_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.NodeDef.device) -} -inline void NodeDef::set_device(const char* value, - size_t size) { - - device_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.NodeDef.device) -} -inline ::std::string* NodeDef::mutable_device() { - - // @@protoc_insertion_point(field_mutable:tensorflow.NodeDef.device) - return device_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline ::std::string* NodeDef::release_device() { - // @@protoc_insertion_point(field_release:tensorflow.NodeDef.device) - - return device_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline ::std::string* NodeDef::unsafe_arena_release_device() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.NodeDef.device) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - - return device_.UnsafeArenaRelease(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); -} -inline void NodeDef::set_allocated_device(::std::string* device) { - if (device != NULL) { - - } else { - - } - device_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), device, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_allocated:tensorflow.NodeDef.device) -} -inline void NodeDef::unsafe_arena_set_allocated_device( - ::std::string* device) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (device != NULL) { - - } else { - - } - device_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - device, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.NodeDef.device) -} - -// map attr = 5; -inline int NodeDef::attr_size() const { - return attr_.size(); -} -inline void NodeDef::clear_attr() { - attr_.Clear(); -} -inline const ::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue >& -NodeDef::attr() const { - // @@protoc_insertion_point(field_map:tensorflow.NodeDef.attr) - return attr_.GetMap(); -} -inline ::google::protobuf::Map< ::std::string, ::tensorflow::AttrValue >* -NodeDef::mutable_attr() { - // @@protoc_insertion_point(field_mutable_map:tensorflow.NodeDef.attr) - return attr_.MutableMap(); -} - -inline const NodeDef* NodeDef::internal_default_instance() { - return &NodeDef_default_instance_.get(); -} -#endif // !PROTOBUF_INLINE_NOT_IN_HEADERS -// ------------------------------------------------------------------- - - -// @@protoc_insertion_point(namespace_scope) - -} // namespace tensorflow - -// @@protoc_insertion_point(global_scope) - -#endif // PROTOBUF_graph_2eproto__INCLUDED diff --git a/modules/dnn/misc/tensorflow/op_def.pb.cc b/modules/dnn/misc/tensorflow/op_def.pb.cc deleted file mode 100644 index 1a9cae3ce..000000000 --- a/modules/dnn/misc/tensorflow/op_def.pb.cc +++ /dev/null @@ -1,4045 +0,0 @@ -// Generated by the protocol buffer compiler. DO NOT EDIT! -// source: op_def.proto - -#define INTERNAL_SUPPRESS_PROTOBUF_FIELD_DEPRECATION -#include "op_def.pb.h" - -#include - -#include -#include -#include -#include -#include -#include -#include -#include -#include -// @@protoc_insertion_point(includes) - -namespace tensorflow { - -namespace { - -const ::google::protobuf::Descriptor* OpDef_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - OpDef_reflection_ = NULL; -const ::google::protobuf::Descriptor* OpDef_ArgDef_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - OpDef_ArgDef_reflection_ = NULL; -const ::google::protobuf::Descriptor* OpDef_AttrDef_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - OpDef_AttrDef_reflection_ = NULL; -const ::google::protobuf::Descriptor* OpDeprecation_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - OpDeprecation_reflection_ = NULL; -const ::google::protobuf::Descriptor* OpList_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - OpList_reflection_ = NULL; - -} // namespace - - -void protobuf_AssignDesc_op_5fdef_2eproto() GOOGLE_ATTRIBUTE_COLD; -void protobuf_AssignDesc_op_5fdef_2eproto() { - protobuf_AddDesc_op_5fdef_2eproto(); - const ::google::protobuf::FileDescriptor* file = - ::google::protobuf::DescriptorPool::generated_pool()->FindFileByName( - "op_def.proto"); - GOOGLE_CHECK(file != NULL); - OpDef_descriptor_ = file->message_type(0); - static const int OpDef_offsets_[11] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(OpDef, name_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(OpDef, input_arg_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(OpDef, output_arg_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(OpDef, attr_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(OpDef, deprecation_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(OpDef, summary_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(OpDef, description_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(OpDef, is_commutative_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(OpDef, is_aggregate_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(OpDef, is_stateful_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(OpDef, allows_uninitialized_input_), - }; - OpDef_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - OpDef_descriptor_, - OpDef::internal_default_instance(), - OpDef_offsets_, - -1, - -1, - -1, - sizeof(OpDef), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(OpDef, _internal_metadata_)); - OpDef_ArgDef_descriptor_ = OpDef_descriptor_->nested_type(0); - static const int OpDef_ArgDef_offsets_[7] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(OpDef_ArgDef, name_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(OpDef_ArgDef, description_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(OpDef_ArgDef, type_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(OpDef_ArgDef, type_attr_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(OpDef_ArgDef, number_attr_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(OpDef_ArgDef, type_list_attr_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(OpDef_ArgDef, is_ref_), - }; - OpDef_ArgDef_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - OpDef_ArgDef_descriptor_, - OpDef_ArgDef::internal_default_instance(), - OpDef_ArgDef_offsets_, - -1, - -1, - -1, - sizeof(OpDef_ArgDef), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(OpDef_ArgDef, _internal_metadata_)); - OpDef_AttrDef_descriptor_ = OpDef_descriptor_->nested_type(1); - static const int OpDef_AttrDef_offsets_[7] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(OpDef_AttrDef, name_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(OpDef_AttrDef, type_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(OpDef_AttrDef, default_value_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(OpDef_AttrDef, description_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(OpDef_AttrDef, has_minimum_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(OpDef_AttrDef, minimum_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(OpDef_AttrDef, allowed_values_), - }; - OpDef_AttrDef_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - OpDef_AttrDef_descriptor_, - OpDef_AttrDef::internal_default_instance(), - OpDef_AttrDef_offsets_, - -1, - -1, - -1, - sizeof(OpDef_AttrDef), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(OpDef_AttrDef, _internal_metadata_)); - OpDeprecation_descriptor_ = file->message_type(1); - static const int OpDeprecation_offsets_[2] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(OpDeprecation, version_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(OpDeprecation, explanation_), - }; - OpDeprecation_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - OpDeprecation_descriptor_, - OpDeprecation::internal_default_instance(), - OpDeprecation_offsets_, - -1, - -1, - -1, - sizeof(OpDeprecation), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(OpDeprecation, _internal_metadata_)); - OpList_descriptor_ = file->message_type(2); - static const int OpList_offsets_[1] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(OpList, op_), - }; - OpList_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - OpList_descriptor_, - OpList::internal_default_instance(), - OpList_offsets_, - -1, - -1, - -1, - sizeof(OpList), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(OpList, _internal_metadata_)); -} - -namespace { - -GOOGLE_PROTOBUF_DECLARE_ONCE(protobuf_AssignDescriptors_once_); -void protobuf_AssignDescriptorsOnce() { - ::google::protobuf::GoogleOnceInit(&protobuf_AssignDescriptors_once_, - &protobuf_AssignDesc_op_5fdef_2eproto); -} - -void protobuf_RegisterTypes(const ::std::string&) GOOGLE_ATTRIBUTE_COLD; -void protobuf_RegisterTypes(const ::std::string&) { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - OpDef_descriptor_, OpDef::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - OpDef_ArgDef_descriptor_, OpDef_ArgDef::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - OpDef_AttrDef_descriptor_, OpDef_AttrDef::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - OpDeprecation_descriptor_, OpDeprecation::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - OpList_descriptor_, OpList::internal_default_instance()); -} - -} // namespace - -void protobuf_ShutdownFile_op_5fdef_2eproto() { - OpDef_default_instance_.Shutdown(); - delete OpDef_reflection_; - OpDef_ArgDef_default_instance_.Shutdown(); - delete OpDef_ArgDef_reflection_; - OpDef_AttrDef_default_instance_.Shutdown(); - delete OpDef_AttrDef_reflection_; - OpDeprecation_default_instance_.Shutdown(); - delete OpDeprecation_reflection_; - OpList_default_instance_.Shutdown(); - delete OpList_reflection_; -} - -void protobuf_InitDefaults_op_5fdef_2eproto_impl() { - GOOGLE_PROTOBUF_VERIFY_VERSION; - - ::tensorflow::protobuf_InitDefaults_attr_5fvalue_2eproto(); - ::tensorflow::protobuf_InitDefaults_types_2eproto(); - ::google::protobuf::internal::GetEmptyString(); - OpDef_default_instance_.DefaultConstruct(); - ::google::protobuf::internal::GetEmptyString(); - OpDef_ArgDef_default_instance_.DefaultConstruct(); - ::google::protobuf::internal::GetEmptyString(); - OpDef_AttrDef_default_instance_.DefaultConstruct(); - ::google::protobuf::internal::GetEmptyString(); - OpDeprecation_default_instance_.DefaultConstruct(); - OpList_default_instance_.DefaultConstruct(); - OpDef_default_instance_.get_mutable()->InitAsDefaultInstance(); - OpDef_ArgDef_default_instance_.get_mutable()->InitAsDefaultInstance(); - OpDef_AttrDef_default_instance_.get_mutable()->InitAsDefaultInstance(); - OpDeprecation_default_instance_.get_mutable()->InitAsDefaultInstance(); - OpList_default_instance_.get_mutable()->InitAsDefaultInstance(); -} - -GOOGLE_PROTOBUF_DECLARE_ONCE(protobuf_InitDefaults_op_5fdef_2eproto_once_); -void protobuf_InitDefaults_op_5fdef_2eproto() { - ::google::protobuf::GoogleOnceInit(&protobuf_InitDefaults_op_5fdef_2eproto_once_, - &protobuf_InitDefaults_op_5fdef_2eproto_impl); -} -void protobuf_AddDesc_op_5fdef_2eproto_impl() { - GOOGLE_PROTOBUF_VERIFY_VERSION; - - protobuf_InitDefaults_op_5fdef_2eproto(); - ::google::protobuf::DescriptorPool::InternalAddGeneratedFile( - "\n\014op_def.proto\022\ntensorflow\032\020attr_value.p" - "roto\032\013types.proto\"\270\005\n\005OpDef\022\014\n\004name\030\001 \001(" - "\t\022+\n\tinput_arg\030\002 \003(\0132\030.tensorflow.OpDef." - "ArgDef\022,\n\noutput_arg\030\003 \003(\0132\030.tensorflow." - "OpDef.ArgDef\022\'\n\004attr\030\004 \003(\0132\031.tensorflow." - "OpDef.AttrDef\022.\n\013deprecation\030\010 \001(\0132\031.ten" - "sorflow.OpDeprecation\022\017\n\007summary\030\005 \001(\t\022\023" - "\n\013description\030\006 \001(\t\022\026\n\016is_commutative\030\022 " - "\001(\010\022\024\n\014is_aggregate\030\020 \001(\010\022\023\n\013is_stateful" - "\030\021 \001(\010\022\"\n\032allows_uninitialized_input\030\023 \001" - "(\010\032\237\001\n\006ArgDef\022\014\n\004name\030\001 \001(\t\022\023\n\013descripti" - "on\030\002 \001(\t\022\"\n\004type\030\003 \001(\0162\024.tensorflow.Data" - "Type\022\021\n\ttype_attr\030\004 \001(\t\022\023\n\013number_attr\030\005" - " \001(\t\022\026\n\016type_list_attr\030\006 \001(\t\022\016\n\006is_ref\030\020" - " \001(\010\032\275\001\n\007AttrDef\022\014\n\004name\030\001 \001(\t\022\014\n\004type\030\002" - " \001(\t\022,\n\rdefault_value\030\003 \001(\0132\025.tensorflow" - ".AttrValue\022\023\n\013description\030\004 \001(\t\022\023\n\013has_m" - "inimum\030\005 \001(\010\022\017\n\007minimum\030\006 \001(\003\022-\n\016allowed" - "_values\030\007 \001(\0132\025.tensorflow.AttrValue\"5\n\r" - "OpDeprecation\022\017\n\007version\030\001 \001(\005\022\023\n\013explan" - "ation\030\002 \001(\t\"\'\n\006OpList\022\035\n\002op\030\001 \003(\0132\021.tens" - "orflow.OpDefB,\n\030org.tensorflow.framework" - "B\013OpDefProtosP\001\370\001\001b\006proto3", 906); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedFile( - "op_def.proto", &protobuf_RegisterTypes); - ::tensorflow::protobuf_AddDesc_attr_5fvalue_2eproto(); - ::tensorflow::protobuf_AddDesc_types_2eproto(); - ::google::protobuf::internal::OnShutdown(&protobuf_ShutdownFile_op_5fdef_2eproto); -} - -GOOGLE_PROTOBUF_DECLARE_ONCE(protobuf_AddDesc_op_5fdef_2eproto_once_); -void protobuf_AddDesc_op_5fdef_2eproto() { - ::google::protobuf::GoogleOnceInit(&protobuf_AddDesc_op_5fdef_2eproto_once_, - &protobuf_AddDesc_op_5fdef_2eproto_impl); -} -// Force AddDescriptors() to be called at static initialization time. -struct StaticDescriptorInitializer_op_5fdef_2eproto { - StaticDescriptorInitializer_op_5fdef_2eproto() { - protobuf_AddDesc_op_5fdef_2eproto(); - } -} static_descriptor_initializer_op_5fdef_2eproto_; - -namespace { - -static void MergeFromFail(int line) GOOGLE_ATTRIBUTE_COLD GOOGLE_ATTRIBUTE_NORETURN; -static void MergeFromFail(int line) { - ::google::protobuf::internal::MergeFromFail(__FILE__, line); -} - -} // namespace - - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int OpDef_ArgDef::kNameFieldNumber; -const int OpDef_ArgDef::kDescriptionFieldNumber; -const int OpDef_ArgDef::kTypeFieldNumber; -const int OpDef_ArgDef::kTypeAttrFieldNumber; -const int OpDef_ArgDef::kNumberAttrFieldNumber; -const int OpDef_ArgDef::kTypeListAttrFieldNumber; -const int OpDef_ArgDef::kIsRefFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -OpDef_ArgDef::OpDef_ArgDef() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_op_5fdef_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:tensorflow.OpDef.ArgDef) -} -OpDef_ArgDef::OpDef_ArgDef(::google::protobuf::Arena* arena) - : ::google::protobuf::Message(), - _internal_metadata_(arena) { -#ifdef GOOGLE_PROTOBUF_NO_STATIC_INITIALIZER - protobuf_InitDefaults_op_5fdef_2eproto(); -#endif // GOOGLE_PROTOBUF_NO_STATIC_INITIALIZER - SharedCtor(); - RegisterArenaDtor(arena); - // @@protoc_insertion_point(arena_constructor:tensorflow.OpDef.ArgDef) -} - -void OpDef_ArgDef::InitAsDefaultInstance() { -} - -OpDef_ArgDef::OpDef_ArgDef(const OpDef_ArgDef& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:tensorflow.OpDef.ArgDef) -} - -void OpDef_ArgDef::SharedCtor() { - name_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - description_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - type_attr_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - number_attr_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - type_list_attr_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - ::memset(&type_, 0, reinterpret_cast(&is_ref_) - - reinterpret_cast(&type_) + sizeof(is_ref_)); - _cached_size_ = 0; -} - -OpDef_ArgDef::~OpDef_ArgDef() { - // @@protoc_insertion_point(destructor:tensorflow.OpDef.ArgDef) - SharedDtor(); -} - -void OpDef_ArgDef::SharedDtor() { - ::google::protobuf::Arena* arena = GetArenaNoVirtual(); - if (arena != NULL) { - return; - } - - name_.Destroy(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), arena); - description_.Destroy(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), arena); - type_attr_.Destroy(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), arena); - number_attr_.Destroy(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), arena); - type_list_attr_.Destroy(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), arena); -} - -void OpDef_ArgDef::ArenaDtor(void* object) { - OpDef_ArgDef* _this = reinterpret_cast< OpDef_ArgDef* >(object); - (void)_this; -} -void OpDef_ArgDef::RegisterArenaDtor(::google::protobuf::Arena* arena) { -} -void OpDef_ArgDef::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* OpDef_ArgDef::descriptor() { - protobuf_AssignDescriptorsOnce(); - return OpDef_ArgDef_descriptor_; -} - -const OpDef_ArgDef& OpDef_ArgDef::default_instance() { - protobuf_InitDefaults_op_5fdef_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed OpDef_ArgDef_default_instance_; - -OpDef_ArgDef* OpDef_ArgDef::New(::google::protobuf::Arena* arena) const { - return ::google::protobuf::Arena::CreateMessage(arena); -} - -void OpDef_ArgDef::Clear() { -// @@protoc_insertion_point(message_clear_start:tensorflow.OpDef.ArgDef) -#if defined(__clang__) -#define ZR_HELPER_(f) \ - _Pragma("clang diagnostic push") \ - _Pragma("clang diagnostic ignored \"-Winvalid-offsetof\"") \ - __builtin_offsetof(OpDef_ArgDef, f) \ - _Pragma("clang diagnostic pop") -#else -#define ZR_HELPER_(f) reinterpret_cast(\ - &reinterpret_cast(16)->f) -#endif - -#define ZR_(first, last) do {\ - ::memset(&(first), 0,\ - ZR_HELPER_(last) - ZR_HELPER_(first) + sizeof(last));\ -} while (0) - - ZR_(type_, is_ref_); - name_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); - description_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); - type_attr_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); - number_attr_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); - type_list_attr_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); - -#undef ZR_HELPER_ -#undef ZR_ - -} - -bool OpDef_ArgDef::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:tensorflow.OpDef.ArgDef) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(16383); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional string name = 1; - case 1: { - if (tag == 10) { - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_name())); - DO_(::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->name().data(), this->name().length(), - ::google::protobuf::internal::WireFormatLite::PARSE, - "tensorflow.OpDef.ArgDef.name")); - } else { - goto handle_unusual; - } - if (input->ExpectTag(18)) goto parse_description; - break; - } - - // optional string description = 2; - case 2: { - if (tag == 18) { - parse_description: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_description())); - DO_(::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->description().data(), this->description().length(), - ::google::protobuf::internal::WireFormatLite::PARSE, - "tensorflow.OpDef.ArgDef.description")); - } else { - goto handle_unusual; - } - if (input->ExpectTag(24)) goto parse_type; - break; - } - - // optional .tensorflow.DataType type = 3; - case 3: { - if (tag == 24) { - parse_type: - int value; - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - int, ::google::protobuf::internal::WireFormatLite::TYPE_ENUM>( - input, &value))); - set_type(static_cast< ::tensorflow::DataType >(value)); - } else { - goto handle_unusual; - } - if (input->ExpectTag(34)) goto parse_type_attr; - break; - } - - // optional string type_attr = 4; - case 4: { - if (tag == 34) { - parse_type_attr: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_type_attr())); - DO_(::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->type_attr().data(), this->type_attr().length(), - ::google::protobuf::internal::WireFormatLite::PARSE, - "tensorflow.OpDef.ArgDef.type_attr")); - } else { - goto handle_unusual; - } - if (input->ExpectTag(42)) goto parse_number_attr; - break; - } - - // optional string number_attr = 5; - case 5: { - if (tag == 42) { - parse_number_attr: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_number_attr())); - DO_(::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->number_attr().data(), this->number_attr().length(), - ::google::protobuf::internal::WireFormatLite::PARSE, - "tensorflow.OpDef.ArgDef.number_attr")); - } else { - goto handle_unusual; - } - if (input->ExpectTag(50)) goto parse_type_list_attr; - break; - } - - // optional string type_list_attr = 6; - case 6: { - if (tag == 50) { - parse_type_list_attr: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_type_list_attr())); - DO_(::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->type_list_attr().data(), this->type_list_attr().length(), - ::google::protobuf::internal::WireFormatLite::PARSE, - "tensorflow.OpDef.ArgDef.type_list_attr")); - } else { - goto handle_unusual; - } - if (input->ExpectTag(128)) goto parse_is_ref; - break; - } - - // optional bool is_ref = 16; - case 16: { - if (tag == 128) { - parse_is_ref: - - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &is_ref_))); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormatLite::SkipField(input, tag)); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:tensorflow.OpDef.ArgDef) - return true; -failure: - // @@protoc_insertion_point(parse_failure:tensorflow.OpDef.ArgDef) - return false; -#undef DO_ -} - -void OpDef_ArgDef::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:tensorflow.OpDef.ArgDef) - // optional string name = 1; - if (this->name().size() > 0) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->name().data(), this->name().length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.OpDef.ArgDef.name"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 1, this->name(), output); - } - - // optional string description = 2; - if (this->description().size() > 0) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->description().data(), this->description().length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.OpDef.ArgDef.description"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 2, this->description(), output); - } - - // optional .tensorflow.DataType type = 3; - if (this->type() != 0) { - ::google::protobuf::internal::WireFormatLite::WriteEnum( - 3, this->type(), output); - } - - // optional string type_attr = 4; - if (this->type_attr().size() > 0) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->type_attr().data(), this->type_attr().length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.OpDef.ArgDef.type_attr"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 4, this->type_attr(), output); - } - - // optional string number_attr = 5; - if (this->number_attr().size() > 0) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->number_attr().data(), this->number_attr().length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.OpDef.ArgDef.number_attr"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 5, this->number_attr(), output); - } - - // optional string type_list_attr = 6; - if (this->type_list_attr().size() > 0) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->type_list_attr().data(), this->type_list_attr().length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.OpDef.ArgDef.type_list_attr"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 6, this->type_list_attr(), output); - } - - // optional bool is_ref = 16; - if (this->is_ref() != 0) { - ::google::protobuf::internal::WireFormatLite::WriteBool(16, this->is_ref(), output); - } - - // @@protoc_insertion_point(serialize_end:tensorflow.OpDef.ArgDef) -} - -::google::protobuf::uint8* OpDef_ArgDef::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:tensorflow.OpDef.ArgDef) - // optional string name = 1; - if (this->name().size() > 0) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->name().data(), this->name().length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.OpDef.ArgDef.name"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 1, this->name(), target); - } - - // optional string description = 2; - if (this->description().size() > 0) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->description().data(), this->description().length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.OpDef.ArgDef.description"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 2, this->description(), target); - } - - // optional .tensorflow.DataType type = 3; - if (this->type() != 0) { - target = ::google::protobuf::internal::WireFormatLite::WriteEnumToArray( - 3, this->type(), target); - } - - // optional string type_attr = 4; - if (this->type_attr().size() > 0) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->type_attr().data(), this->type_attr().length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.OpDef.ArgDef.type_attr"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 4, this->type_attr(), target); - } - - // optional string number_attr = 5; - if (this->number_attr().size() > 0) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->number_attr().data(), this->number_attr().length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.OpDef.ArgDef.number_attr"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 5, this->number_attr(), target); - } - - // optional string type_list_attr = 6; - if (this->type_list_attr().size() > 0) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->type_list_attr().data(), this->type_list_attr().length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.OpDef.ArgDef.type_list_attr"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 6, this->type_list_attr(), target); - } - - // optional bool is_ref = 16; - if (this->is_ref() != 0) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(16, this->is_ref(), target); - } - - // @@protoc_insertion_point(serialize_to_array_end:tensorflow.OpDef.ArgDef) - return target; -} - -size_t OpDef_ArgDef::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:tensorflow.OpDef.ArgDef) - size_t total_size = 0; - - // optional string name = 1; - if (this->name().size() > 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->name()); - } - - // optional string description = 2; - if (this->description().size() > 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->description()); - } - - // optional .tensorflow.DataType type = 3; - if (this->type() != 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::EnumSize(this->type()); - } - - // optional string type_attr = 4; - if (this->type_attr().size() > 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->type_attr()); - } - - // optional string number_attr = 5; - if (this->number_attr().size() > 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->number_attr()); - } - - // optional string type_list_attr = 6; - if (this->type_list_attr().size() > 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->type_list_attr()); - } - - // optional bool is_ref = 16; - if (this->is_ref() != 0) { - total_size += 2 + 1; - } - - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void OpDef_ArgDef::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:tensorflow.OpDef.ArgDef) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const OpDef_ArgDef* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:tensorflow.OpDef.ArgDef) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:tensorflow.OpDef.ArgDef) - UnsafeMergeFrom(*source); - } -} - -void OpDef_ArgDef::MergeFrom(const OpDef_ArgDef& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:tensorflow.OpDef.ArgDef) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void OpDef_ArgDef::UnsafeMergeFrom(const OpDef_ArgDef& from) { - GOOGLE_DCHECK(&from != this); - if (from.name().size() > 0) { - set_name(from.name()); - } - if (from.description().size() > 0) { - set_description(from.description()); - } - if (from.type() != 0) { - set_type(from.type()); - } - if (from.type_attr().size() > 0) { - set_type_attr(from.type_attr()); - } - if (from.number_attr().size() > 0) { - set_number_attr(from.number_attr()); - } - if (from.type_list_attr().size() > 0) { - set_type_list_attr(from.type_list_attr()); - } - if (from.is_ref() != 0) { - set_is_ref(from.is_ref()); - } -} - -void OpDef_ArgDef::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:tensorflow.OpDef.ArgDef) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void OpDef_ArgDef::CopyFrom(const OpDef_ArgDef& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:tensorflow.OpDef.ArgDef) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool OpDef_ArgDef::IsInitialized() const { - - return true; -} - -void OpDef_ArgDef::Swap(OpDef_ArgDef* other) { - if (other == this) return; - if (GetArenaNoVirtual() == other->GetArenaNoVirtual()) { - InternalSwap(other); - } else { - OpDef_ArgDef temp; - temp.UnsafeMergeFrom(*this); - CopyFrom(*other); - other->CopyFrom(temp); - } -} -void OpDef_ArgDef::UnsafeArenaSwap(OpDef_ArgDef* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArenaNoVirtual() == other->GetArenaNoVirtual()); - InternalSwap(other); -} -void OpDef_ArgDef::InternalSwap(OpDef_ArgDef* other) { - name_.Swap(&other->name_); - description_.Swap(&other->description_); - std::swap(type_, other->type_); - type_attr_.Swap(&other->type_attr_); - number_attr_.Swap(&other->number_attr_); - type_list_attr_.Swap(&other->type_list_attr_); - std::swap(is_ref_, other->is_ref_); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata OpDef_ArgDef::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = OpDef_ArgDef_descriptor_; - metadata.reflection = OpDef_ArgDef_reflection_; - return metadata; -} - - -// ------------------------------------------------------------------- - -void OpDef_AttrDef::_slow_mutable_default_value() { - default_value_ = ::google::protobuf::Arena::CreateMessage< ::tensorflow::AttrValue >( - GetArenaNoVirtual()); -} -::tensorflow::AttrValue* OpDef_AttrDef::_slow_release_default_value() { - if (default_value_ == NULL) { - return NULL; - } else { - ::tensorflow::AttrValue* temp = new ::tensorflow::AttrValue(*default_value_); - default_value_ = NULL; - return temp; - } -} -::tensorflow::AttrValue* OpDef_AttrDef::unsafe_arena_release_default_value() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.OpDef.AttrDef.default_value) - - ::tensorflow::AttrValue* temp = default_value_; - default_value_ = NULL; - return temp; -} -void OpDef_AttrDef::_slow_set_allocated_default_value( - ::google::protobuf::Arena* message_arena, ::tensorflow::AttrValue** default_value) { - if (message_arena != NULL && - ::google::protobuf::Arena::GetArena(*default_value) == NULL) { - message_arena->Own(*default_value); - } else if (message_arena != - ::google::protobuf::Arena::GetArena(*default_value)) { - ::tensorflow::AttrValue* new_default_value = - ::google::protobuf::Arena::CreateMessage< ::tensorflow::AttrValue >( - message_arena); - new_default_value->CopyFrom(**default_value); - *default_value = new_default_value; - } -} -void OpDef_AttrDef::unsafe_arena_set_allocated_default_value( - ::tensorflow::AttrValue* default_value) { - if (GetArenaNoVirtual() == NULL) { - delete default_value_; - } - default_value_ = default_value; - if (default_value) { - - } else { - - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.OpDef.AttrDef.default_value) -} -void OpDef_AttrDef::_slow_mutable_allowed_values() { - allowed_values_ = ::google::protobuf::Arena::CreateMessage< ::tensorflow::AttrValue >( - GetArenaNoVirtual()); -} -::tensorflow::AttrValue* OpDef_AttrDef::_slow_release_allowed_values() { - if (allowed_values_ == NULL) { - return NULL; - } else { - ::tensorflow::AttrValue* temp = new ::tensorflow::AttrValue(*allowed_values_); - allowed_values_ = NULL; - return temp; - } -} -::tensorflow::AttrValue* OpDef_AttrDef::unsafe_arena_release_allowed_values() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.OpDef.AttrDef.allowed_values) - - ::tensorflow::AttrValue* temp = allowed_values_; - allowed_values_ = NULL; - return temp; -} -void OpDef_AttrDef::_slow_set_allocated_allowed_values( - ::google::protobuf::Arena* message_arena, ::tensorflow::AttrValue** allowed_values) { - if (message_arena != NULL && - ::google::protobuf::Arena::GetArena(*allowed_values) == NULL) { - message_arena->Own(*allowed_values); - } else if (message_arena != - ::google::protobuf::Arena::GetArena(*allowed_values)) { - ::tensorflow::AttrValue* new_allowed_values = - ::google::protobuf::Arena::CreateMessage< ::tensorflow::AttrValue >( - message_arena); - new_allowed_values->CopyFrom(**allowed_values); - *allowed_values = new_allowed_values; - } -} -void OpDef_AttrDef::unsafe_arena_set_allocated_allowed_values( - ::tensorflow::AttrValue* allowed_values) { - if (GetArenaNoVirtual() == NULL) { - delete allowed_values_; - } - allowed_values_ = allowed_values; - if (allowed_values) { - - } else { - - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.OpDef.AttrDef.allowed_values) -} -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int OpDef_AttrDef::kNameFieldNumber; -const int OpDef_AttrDef::kTypeFieldNumber; -const int OpDef_AttrDef::kDefaultValueFieldNumber; -const int OpDef_AttrDef::kDescriptionFieldNumber; -const int OpDef_AttrDef::kHasMinimumFieldNumber; -const int OpDef_AttrDef::kMinimumFieldNumber; -const int OpDef_AttrDef::kAllowedValuesFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -OpDef_AttrDef::OpDef_AttrDef() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_op_5fdef_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:tensorflow.OpDef.AttrDef) -} -OpDef_AttrDef::OpDef_AttrDef(::google::protobuf::Arena* arena) - : ::google::protobuf::Message(), - _internal_metadata_(arena) { -#ifdef GOOGLE_PROTOBUF_NO_STATIC_INITIALIZER - protobuf_InitDefaults_op_5fdef_2eproto(); -#endif // GOOGLE_PROTOBUF_NO_STATIC_INITIALIZER - SharedCtor(); - RegisterArenaDtor(arena); - // @@protoc_insertion_point(arena_constructor:tensorflow.OpDef.AttrDef) -} - -void OpDef_AttrDef::InitAsDefaultInstance() { - default_value_ = const_cast< ::tensorflow::AttrValue*>( - ::tensorflow::AttrValue::internal_default_instance()); - allowed_values_ = const_cast< ::tensorflow::AttrValue*>( - ::tensorflow::AttrValue::internal_default_instance()); -} - -OpDef_AttrDef::OpDef_AttrDef(const OpDef_AttrDef& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:tensorflow.OpDef.AttrDef) -} - -void OpDef_AttrDef::SharedCtor() { - name_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - type_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - description_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - default_value_ = NULL; - allowed_values_ = NULL; - ::memset(&minimum_, 0, reinterpret_cast(&has_minimum_) - - reinterpret_cast(&minimum_) + sizeof(has_minimum_)); - _cached_size_ = 0; -} - -OpDef_AttrDef::~OpDef_AttrDef() { - // @@protoc_insertion_point(destructor:tensorflow.OpDef.AttrDef) - SharedDtor(); -} - -void OpDef_AttrDef::SharedDtor() { - ::google::protobuf::Arena* arena = GetArenaNoVirtual(); - if (arena != NULL) { - return; - } - - name_.Destroy(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), arena); - type_.Destroy(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), arena); - description_.Destroy(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), arena); - if (this != &OpDef_AttrDef_default_instance_.get()) { - delete default_value_; - delete allowed_values_; - } -} - -void OpDef_AttrDef::ArenaDtor(void* object) { - OpDef_AttrDef* _this = reinterpret_cast< OpDef_AttrDef* >(object); - (void)_this; -} -void OpDef_AttrDef::RegisterArenaDtor(::google::protobuf::Arena* arena) { -} -void OpDef_AttrDef::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* OpDef_AttrDef::descriptor() { - protobuf_AssignDescriptorsOnce(); - return OpDef_AttrDef_descriptor_; -} - -const OpDef_AttrDef& OpDef_AttrDef::default_instance() { - protobuf_InitDefaults_op_5fdef_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed OpDef_AttrDef_default_instance_; - -OpDef_AttrDef* OpDef_AttrDef::New(::google::protobuf::Arena* arena) const { - return ::google::protobuf::Arena::CreateMessage(arena); -} - -void OpDef_AttrDef::Clear() { -// @@protoc_insertion_point(message_clear_start:tensorflow.OpDef.AttrDef) -#if defined(__clang__) -#define ZR_HELPER_(f) \ - _Pragma("clang diagnostic push") \ - _Pragma("clang diagnostic ignored \"-Winvalid-offsetof\"") \ - __builtin_offsetof(OpDef_AttrDef, f) \ - _Pragma("clang diagnostic pop") -#else -#define ZR_HELPER_(f) reinterpret_cast(\ - &reinterpret_cast(16)->f) -#endif - -#define ZR_(first, last) do {\ - ::memset(&(first), 0,\ - ZR_HELPER_(last) - ZR_HELPER_(first) + sizeof(last));\ -} while (0) - - ZR_(minimum_, has_minimum_); - name_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); - type_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); - if (GetArenaNoVirtual() == NULL && default_value_ != NULL) delete default_value_; - default_value_ = NULL; - description_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); - if (GetArenaNoVirtual() == NULL && allowed_values_ != NULL) delete allowed_values_; - allowed_values_ = NULL; - -#undef ZR_HELPER_ -#undef ZR_ - -} - -bool OpDef_AttrDef::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:tensorflow.OpDef.AttrDef) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional string name = 1; - case 1: { - if (tag == 10) { - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_name())); - DO_(::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->name().data(), this->name().length(), - ::google::protobuf::internal::WireFormatLite::PARSE, - "tensorflow.OpDef.AttrDef.name")); - } else { - goto handle_unusual; - } - if (input->ExpectTag(18)) goto parse_type; - break; - } - - // optional string type = 2; - case 2: { - if (tag == 18) { - parse_type: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_type())); - DO_(::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->type().data(), this->type().length(), - ::google::protobuf::internal::WireFormatLite::PARSE, - "tensorflow.OpDef.AttrDef.type")); - } else { - goto handle_unusual; - } - if (input->ExpectTag(26)) goto parse_default_value; - break; - } - - // optional .tensorflow.AttrValue default_value = 3; - case 3: { - if (tag == 26) { - parse_default_value: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_default_value())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(34)) goto parse_description; - break; - } - - // optional string description = 4; - case 4: { - if (tag == 34) { - parse_description: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_description())); - DO_(::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->description().data(), this->description().length(), - ::google::protobuf::internal::WireFormatLite::PARSE, - "tensorflow.OpDef.AttrDef.description")); - } else { - goto handle_unusual; - } - if (input->ExpectTag(40)) goto parse_has_minimum; - break; - } - - // optional bool has_minimum = 5; - case 5: { - if (tag == 40) { - parse_has_minimum: - - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &has_minimum_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(48)) goto parse_minimum; - break; - } - - // optional int64 minimum = 6; - case 6: { - if (tag == 48) { - parse_minimum: - - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int64, ::google::protobuf::internal::WireFormatLite::TYPE_INT64>( - input, &minimum_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(58)) goto parse_allowed_values; - break; - } - - // optional .tensorflow.AttrValue allowed_values = 7; - case 7: { - if (tag == 58) { - parse_allowed_values: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_allowed_values())); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormatLite::SkipField(input, tag)); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:tensorflow.OpDef.AttrDef) - return true; -failure: - // @@protoc_insertion_point(parse_failure:tensorflow.OpDef.AttrDef) - return false; -#undef DO_ -} - -void OpDef_AttrDef::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:tensorflow.OpDef.AttrDef) - // optional string name = 1; - if (this->name().size() > 0) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->name().data(), this->name().length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.OpDef.AttrDef.name"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 1, this->name(), output); - } - - // optional string type = 2; - if (this->type().size() > 0) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->type().data(), this->type().length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.OpDef.AttrDef.type"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 2, this->type(), output); - } - - // optional .tensorflow.AttrValue default_value = 3; - if (this->has_default_value()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 3, *this->default_value_, output); - } - - // optional string description = 4; - if (this->description().size() > 0) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->description().data(), this->description().length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.OpDef.AttrDef.description"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 4, this->description(), output); - } - - // optional bool has_minimum = 5; - if (this->has_minimum() != 0) { - ::google::protobuf::internal::WireFormatLite::WriteBool(5, this->has_minimum(), output); - } - - // optional int64 minimum = 6; - if (this->minimum() != 0) { - ::google::protobuf::internal::WireFormatLite::WriteInt64(6, this->minimum(), output); - } - - // optional .tensorflow.AttrValue allowed_values = 7; - if (this->has_allowed_values()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 7, *this->allowed_values_, output); - } - - // @@protoc_insertion_point(serialize_end:tensorflow.OpDef.AttrDef) -} - -::google::protobuf::uint8* OpDef_AttrDef::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:tensorflow.OpDef.AttrDef) - // optional string name = 1; - if (this->name().size() > 0) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->name().data(), this->name().length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.OpDef.AttrDef.name"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 1, this->name(), target); - } - - // optional string type = 2; - if (this->type().size() > 0) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->type().data(), this->type().length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.OpDef.AttrDef.type"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 2, this->type(), target); - } - - // optional .tensorflow.AttrValue default_value = 3; - if (this->has_default_value()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 3, *this->default_value_, false, target); - } - - // optional string description = 4; - if (this->description().size() > 0) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->description().data(), this->description().length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.OpDef.AttrDef.description"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 4, this->description(), target); - } - - // optional bool has_minimum = 5; - if (this->has_minimum() != 0) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(5, this->has_minimum(), target); - } - - // optional int64 minimum = 6; - if (this->minimum() != 0) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt64ToArray(6, this->minimum(), target); - } - - // optional .tensorflow.AttrValue allowed_values = 7; - if (this->has_allowed_values()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 7, *this->allowed_values_, false, target); - } - - // @@protoc_insertion_point(serialize_to_array_end:tensorflow.OpDef.AttrDef) - return target; -} - -size_t OpDef_AttrDef::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:tensorflow.OpDef.AttrDef) - size_t total_size = 0; - - // optional string name = 1; - if (this->name().size() > 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->name()); - } - - // optional string type = 2; - if (this->type().size() > 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->type()); - } - - // optional .tensorflow.AttrValue default_value = 3; - if (this->has_default_value()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->default_value_); - } - - // optional string description = 4; - if (this->description().size() > 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->description()); - } - - // optional bool has_minimum = 5; - if (this->has_minimum() != 0) { - total_size += 1 + 1; - } - - // optional int64 minimum = 6; - if (this->minimum() != 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int64Size( - this->minimum()); - } - - // optional .tensorflow.AttrValue allowed_values = 7; - if (this->has_allowed_values()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->allowed_values_); - } - - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void OpDef_AttrDef::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:tensorflow.OpDef.AttrDef) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const OpDef_AttrDef* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:tensorflow.OpDef.AttrDef) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:tensorflow.OpDef.AttrDef) - UnsafeMergeFrom(*source); - } -} - -void OpDef_AttrDef::MergeFrom(const OpDef_AttrDef& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:tensorflow.OpDef.AttrDef) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void OpDef_AttrDef::UnsafeMergeFrom(const OpDef_AttrDef& from) { - GOOGLE_DCHECK(&from != this); - if (from.name().size() > 0) { - set_name(from.name()); - } - if (from.type().size() > 0) { - set_type(from.type()); - } - if (from.has_default_value()) { - mutable_default_value()->::tensorflow::AttrValue::MergeFrom(from.default_value()); - } - if (from.description().size() > 0) { - set_description(from.description()); - } - if (from.has_minimum() != 0) { - set_has_minimum(from.has_minimum()); - } - if (from.minimum() != 0) { - set_minimum(from.minimum()); - } - if (from.has_allowed_values()) { - mutable_allowed_values()->::tensorflow::AttrValue::MergeFrom(from.allowed_values()); - } -} - -void OpDef_AttrDef::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:tensorflow.OpDef.AttrDef) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void OpDef_AttrDef::CopyFrom(const OpDef_AttrDef& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:tensorflow.OpDef.AttrDef) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool OpDef_AttrDef::IsInitialized() const { - - return true; -} - -void OpDef_AttrDef::Swap(OpDef_AttrDef* other) { - if (other == this) return; - if (GetArenaNoVirtual() == other->GetArenaNoVirtual()) { - InternalSwap(other); - } else { - OpDef_AttrDef temp; - temp.UnsafeMergeFrom(*this); - CopyFrom(*other); - other->CopyFrom(temp); - } -} -void OpDef_AttrDef::UnsafeArenaSwap(OpDef_AttrDef* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArenaNoVirtual() == other->GetArenaNoVirtual()); - InternalSwap(other); -} -void OpDef_AttrDef::InternalSwap(OpDef_AttrDef* other) { - name_.Swap(&other->name_); - type_.Swap(&other->type_); - std::swap(default_value_, other->default_value_); - description_.Swap(&other->description_); - std::swap(has_minimum_, other->has_minimum_); - std::swap(minimum_, other->minimum_); - std::swap(allowed_values_, other->allowed_values_); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata OpDef_AttrDef::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = OpDef_AttrDef_descriptor_; - metadata.reflection = OpDef_AttrDef_reflection_; - return metadata; -} - - -// ------------------------------------------------------------------- - -void OpDef::_slow_mutable_deprecation() { - deprecation_ = ::google::protobuf::Arena::CreateMessage< ::tensorflow::OpDeprecation >( - GetArenaNoVirtual()); -} -::tensorflow::OpDeprecation* OpDef::_slow_release_deprecation() { - if (deprecation_ == NULL) { - return NULL; - } else { - ::tensorflow::OpDeprecation* temp = new ::tensorflow::OpDeprecation(*deprecation_); - deprecation_ = NULL; - return temp; - } -} -::tensorflow::OpDeprecation* OpDef::unsafe_arena_release_deprecation() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.OpDef.deprecation) - - ::tensorflow::OpDeprecation* temp = deprecation_; - deprecation_ = NULL; - return temp; -} -void OpDef::_slow_set_allocated_deprecation( - ::google::protobuf::Arena* message_arena, ::tensorflow::OpDeprecation** deprecation) { - if (message_arena != NULL && - ::google::protobuf::Arena::GetArena(*deprecation) == NULL) { - message_arena->Own(*deprecation); - } else if (message_arena != - ::google::protobuf::Arena::GetArena(*deprecation)) { - ::tensorflow::OpDeprecation* new_deprecation = - ::google::protobuf::Arena::CreateMessage< ::tensorflow::OpDeprecation >( - message_arena); - new_deprecation->CopyFrom(**deprecation); - *deprecation = new_deprecation; - } -} -void OpDef::unsafe_arena_set_allocated_deprecation( - ::tensorflow::OpDeprecation* deprecation) { - if (GetArenaNoVirtual() == NULL) { - delete deprecation_; - } - deprecation_ = deprecation; - if (deprecation) { - - } else { - - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.OpDef.deprecation) -} -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int OpDef::kNameFieldNumber; -const int OpDef::kInputArgFieldNumber; -const int OpDef::kOutputArgFieldNumber; -const int OpDef::kAttrFieldNumber; -const int OpDef::kDeprecationFieldNumber; -const int OpDef::kSummaryFieldNumber; -const int OpDef::kDescriptionFieldNumber; -const int OpDef::kIsCommutativeFieldNumber; -const int OpDef::kIsAggregateFieldNumber; -const int OpDef::kIsStatefulFieldNumber; -const int OpDef::kAllowsUninitializedInputFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -OpDef::OpDef() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_op_5fdef_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:tensorflow.OpDef) -} -OpDef::OpDef(::google::protobuf::Arena* arena) - : ::google::protobuf::Message(), - _internal_metadata_(arena), - input_arg_(arena), - output_arg_(arena), - attr_(arena) { -#ifdef GOOGLE_PROTOBUF_NO_STATIC_INITIALIZER - protobuf_InitDefaults_op_5fdef_2eproto(); -#endif // GOOGLE_PROTOBUF_NO_STATIC_INITIALIZER - SharedCtor(); - RegisterArenaDtor(arena); - // @@protoc_insertion_point(arena_constructor:tensorflow.OpDef) -} - -void OpDef::InitAsDefaultInstance() { - deprecation_ = const_cast< ::tensorflow::OpDeprecation*>( - ::tensorflow::OpDeprecation::internal_default_instance()); -} - -OpDef::OpDef(const OpDef& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:tensorflow.OpDef) -} - -void OpDef::SharedCtor() { - name_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - summary_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - description_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - deprecation_ = NULL; - ::memset(&is_commutative_, 0, reinterpret_cast(&allows_uninitialized_input_) - - reinterpret_cast(&is_commutative_) + sizeof(allows_uninitialized_input_)); - _cached_size_ = 0; -} - -OpDef::~OpDef() { - // @@protoc_insertion_point(destructor:tensorflow.OpDef) - SharedDtor(); -} - -void OpDef::SharedDtor() { - ::google::protobuf::Arena* arena = GetArenaNoVirtual(); - if (arena != NULL) { - return; - } - - name_.Destroy(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), arena); - summary_.Destroy(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), arena); - description_.Destroy(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), arena); - if (this != &OpDef_default_instance_.get()) { - delete deprecation_; - } -} - -void OpDef::ArenaDtor(void* object) { - OpDef* _this = reinterpret_cast< OpDef* >(object); - (void)_this; -} -void OpDef::RegisterArenaDtor(::google::protobuf::Arena* arena) { -} -void OpDef::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* OpDef::descriptor() { - protobuf_AssignDescriptorsOnce(); - return OpDef_descriptor_; -} - -const OpDef& OpDef::default_instance() { - protobuf_InitDefaults_op_5fdef_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed OpDef_default_instance_; - -OpDef* OpDef::New(::google::protobuf::Arena* arena) const { - return ::google::protobuf::Arena::CreateMessage(arena); -} - -void OpDef::Clear() { -// @@protoc_insertion_point(message_clear_start:tensorflow.OpDef) -#if defined(__clang__) -#define ZR_HELPER_(f) \ - _Pragma("clang diagnostic push") \ - _Pragma("clang diagnostic ignored \"-Winvalid-offsetof\"") \ - __builtin_offsetof(OpDef, f) \ - _Pragma("clang diagnostic pop") -#else -#define ZR_HELPER_(f) reinterpret_cast(\ - &reinterpret_cast(16)->f) -#endif - -#define ZR_(first, last) do {\ - ::memset(&(first), 0,\ - ZR_HELPER_(last) - ZR_HELPER_(first) + sizeof(last));\ -} while (0) - - name_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); - if (GetArenaNoVirtual() == NULL && deprecation_ != NULL) delete deprecation_; - deprecation_ = NULL; - summary_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); - description_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); - is_commutative_ = false; - ZR_(is_aggregate_, allows_uninitialized_input_); - -#undef ZR_HELPER_ -#undef ZR_ - - input_arg_.Clear(); - output_arg_.Clear(); - attr_.Clear(); -} - -bool OpDef::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:tensorflow.OpDef) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(16383); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional string name = 1; - case 1: { - if (tag == 10) { - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_name())); - DO_(::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->name().data(), this->name().length(), - ::google::protobuf::internal::WireFormatLite::PARSE, - "tensorflow.OpDef.name")); - } else { - goto handle_unusual; - } - if (input->ExpectTag(18)) goto parse_input_arg; - break; - } - - // repeated .tensorflow.OpDef.ArgDef input_arg = 2; - case 2: { - if (tag == 18) { - parse_input_arg: - DO_(input->IncrementRecursionDepth()); - parse_loop_input_arg: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtualNoRecursionDepth( - input, add_input_arg())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(18)) goto parse_loop_input_arg; - if (input->ExpectTag(26)) goto parse_loop_output_arg; - input->UnsafeDecrementRecursionDepth(); - break; - } - - // repeated .tensorflow.OpDef.ArgDef output_arg = 3; - case 3: { - if (tag == 26) { - DO_(input->IncrementRecursionDepth()); - parse_loop_output_arg: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtualNoRecursionDepth( - input, add_output_arg())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(26)) goto parse_loop_output_arg; - if (input->ExpectTag(34)) goto parse_loop_attr; - input->UnsafeDecrementRecursionDepth(); - break; - } - - // repeated .tensorflow.OpDef.AttrDef attr = 4; - case 4: { - if (tag == 34) { - DO_(input->IncrementRecursionDepth()); - parse_loop_attr: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtualNoRecursionDepth( - input, add_attr())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(34)) goto parse_loop_attr; - input->UnsafeDecrementRecursionDepth(); - if (input->ExpectTag(42)) goto parse_summary; - break; - } - - // optional string summary = 5; - case 5: { - if (tag == 42) { - parse_summary: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_summary())); - DO_(::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->summary().data(), this->summary().length(), - ::google::protobuf::internal::WireFormatLite::PARSE, - "tensorflow.OpDef.summary")); - } else { - goto handle_unusual; - } - if (input->ExpectTag(50)) goto parse_description; - break; - } - - // optional string description = 6; - case 6: { - if (tag == 50) { - parse_description: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_description())); - DO_(::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->description().data(), this->description().length(), - ::google::protobuf::internal::WireFormatLite::PARSE, - "tensorflow.OpDef.description")); - } else { - goto handle_unusual; - } - if (input->ExpectTag(66)) goto parse_deprecation; - break; - } - - // optional .tensorflow.OpDeprecation deprecation = 8; - case 8: { - if (tag == 66) { - parse_deprecation: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_deprecation())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(128)) goto parse_is_aggregate; - break; - } - - // optional bool is_aggregate = 16; - case 16: { - if (tag == 128) { - parse_is_aggregate: - - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &is_aggregate_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(136)) goto parse_is_stateful; - break; - } - - // optional bool is_stateful = 17; - case 17: { - if (tag == 136) { - parse_is_stateful: - - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &is_stateful_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(144)) goto parse_is_commutative; - break; - } - - // optional bool is_commutative = 18; - case 18: { - if (tag == 144) { - parse_is_commutative: - - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &is_commutative_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(152)) goto parse_allows_uninitialized_input; - break; - } - - // optional bool allows_uninitialized_input = 19; - case 19: { - if (tag == 152) { - parse_allows_uninitialized_input: - - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &allows_uninitialized_input_))); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormatLite::SkipField(input, tag)); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:tensorflow.OpDef) - return true; -failure: - // @@protoc_insertion_point(parse_failure:tensorflow.OpDef) - return false; -#undef DO_ -} - -void OpDef::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:tensorflow.OpDef) - // optional string name = 1; - if (this->name().size() > 0) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->name().data(), this->name().length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.OpDef.name"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 1, this->name(), output); - } - - // repeated .tensorflow.OpDef.ArgDef input_arg = 2; - for (unsigned int i = 0, n = this->input_arg_size(); i < n; i++) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 2, this->input_arg(i), output); - } - - // repeated .tensorflow.OpDef.ArgDef output_arg = 3; - for (unsigned int i = 0, n = this->output_arg_size(); i < n; i++) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 3, this->output_arg(i), output); - } - - // repeated .tensorflow.OpDef.AttrDef attr = 4; - for (unsigned int i = 0, n = this->attr_size(); i < n; i++) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 4, this->attr(i), output); - } - - // optional string summary = 5; - if (this->summary().size() > 0) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->summary().data(), this->summary().length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.OpDef.summary"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 5, this->summary(), output); - } - - // optional string description = 6; - if (this->description().size() > 0) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->description().data(), this->description().length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.OpDef.description"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 6, this->description(), output); - } - - // optional .tensorflow.OpDeprecation deprecation = 8; - if (this->has_deprecation()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 8, *this->deprecation_, output); - } - - // optional bool is_aggregate = 16; - if (this->is_aggregate() != 0) { - ::google::protobuf::internal::WireFormatLite::WriteBool(16, this->is_aggregate(), output); - } - - // optional bool is_stateful = 17; - if (this->is_stateful() != 0) { - ::google::protobuf::internal::WireFormatLite::WriteBool(17, this->is_stateful(), output); - } - - // optional bool is_commutative = 18; - if (this->is_commutative() != 0) { - ::google::protobuf::internal::WireFormatLite::WriteBool(18, this->is_commutative(), output); - } - - // optional bool allows_uninitialized_input = 19; - if (this->allows_uninitialized_input() != 0) { - ::google::protobuf::internal::WireFormatLite::WriteBool(19, this->allows_uninitialized_input(), output); - } - - // @@protoc_insertion_point(serialize_end:tensorflow.OpDef) -} - -::google::protobuf::uint8* OpDef::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:tensorflow.OpDef) - // optional string name = 1; - if (this->name().size() > 0) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->name().data(), this->name().length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.OpDef.name"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 1, this->name(), target); - } - - // repeated .tensorflow.OpDef.ArgDef input_arg = 2; - for (unsigned int i = 0, n = this->input_arg_size(); i < n; i++) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 2, this->input_arg(i), false, target); - } - - // repeated .tensorflow.OpDef.ArgDef output_arg = 3; - for (unsigned int i = 0, n = this->output_arg_size(); i < n; i++) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 3, this->output_arg(i), false, target); - } - - // repeated .tensorflow.OpDef.AttrDef attr = 4; - for (unsigned int i = 0, n = this->attr_size(); i < n; i++) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 4, this->attr(i), false, target); - } - - // optional string summary = 5; - if (this->summary().size() > 0) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->summary().data(), this->summary().length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.OpDef.summary"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 5, this->summary(), target); - } - - // optional string description = 6; - if (this->description().size() > 0) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->description().data(), this->description().length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.OpDef.description"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 6, this->description(), target); - } - - // optional .tensorflow.OpDeprecation deprecation = 8; - if (this->has_deprecation()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 8, *this->deprecation_, false, target); - } - - // optional bool is_aggregate = 16; - if (this->is_aggregate() != 0) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(16, this->is_aggregate(), target); - } - - // optional bool is_stateful = 17; - if (this->is_stateful() != 0) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(17, this->is_stateful(), target); - } - - // optional bool is_commutative = 18; - if (this->is_commutative() != 0) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(18, this->is_commutative(), target); - } - - // optional bool allows_uninitialized_input = 19; - if (this->allows_uninitialized_input() != 0) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(19, this->allows_uninitialized_input(), target); - } - - // @@protoc_insertion_point(serialize_to_array_end:tensorflow.OpDef) - return target; -} - -size_t OpDef::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:tensorflow.OpDef) - size_t total_size = 0; - - // optional string name = 1; - if (this->name().size() > 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->name()); - } - - // optional .tensorflow.OpDeprecation deprecation = 8; - if (this->has_deprecation()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->deprecation_); - } - - // optional string summary = 5; - if (this->summary().size() > 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->summary()); - } - - // optional string description = 6; - if (this->description().size() > 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->description()); - } - - // optional bool is_commutative = 18; - if (this->is_commutative() != 0) { - total_size += 2 + 1; - } - - // optional bool is_aggregate = 16; - if (this->is_aggregate() != 0) { - total_size += 2 + 1; - } - - // optional bool is_stateful = 17; - if (this->is_stateful() != 0) { - total_size += 2 + 1; - } - - // optional bool allows_uninitialized_input = 19; - if (this->allows_uninitialized_input() != 0) { - total_size += 2 + 1; - } - - // repeated .tensorflow.OpDef.ArgDef input_arg = 2; - { - unsigned int count = this->input_arg_size(); - total_size += 1UL * count; - for (unsigned int i = 0; i < count; i++) { - total_size += - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - this->input_arg(i)); - } - } - - // repeated .tensorflow.OpDef.ArgDef output_arg = 3; - { - unsigned int count = this->output_arg_size(); - total_size += 1UL * count; - for (unsigned int i = 0; i < count; i++) { - total_size += - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - this->output_arg(i)); - } - } - - // repeated .tensorflow.OpDef.AttrDef attr = 4; - { - unsigned int count = this->attr_size(); - total_size += 1UL * count; - for (unsigned int i = 0; i < count; i++) { - total_size += - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - this->attr(i)); - } - } - - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void OpDef::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:tensorflow.OpDef) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const OpDef* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:tensorflow.OpDef) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:tensorflow.OpDef) - UnsafeMergeFrom(*source); - } -} - -void OpDef::MergeFrom(const OpDef& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:tensorflow.OpDef) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void OpDef::UnsafeMergeFrom(const OpDef& from) { - GOOGLE_DCHECK(&from != this); - input_arg_.MergeFrom(from.input_arg_); - output_arg_.MergeFrom(from.output_arg_); - attr_.MergeFrom(from.attr_); - if (from.name().size() > 0) { - set_name(from.name()); - } - if (from.has_deprecation()) { - mutable_deprecation()->::tensorflow::OpDeprecation::MergeFrom(from.deprecation()); - } - if (from.summary().size() > 0) { - set_summary(from.summary()); - } - if (from.description().size() > 0) { - set_description(from.description()); - } - if (from.is_commutative() != 0) { - set_is_commutative(from.is_commutative()); - } - if (from.is_aggregate() != 0) { - set_is_aggregate(from.is_aggregate()); - } - if (from.is_stateful() != 0) { - set_is_stateful(from.is_stateful()); - } - if (from.allows_uninitialized_input() != 0) { - set_allows_uninitialized_input(from.allows_uninitialized_input()); - } -} - -void OpDef::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:tensorflow.OpDef) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void OpDef::CopyFrom(const OpDef& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:tensorflow.OpDef) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool OpDef::IsInitialized() const { - - return true; -} - -void OpDef::Swap(OpDef* other) { - if (other == this) return; - if (GetArenaNoVirtual() == other->GetArenaNoVirtual()) { - InternalSwap(other); - } else { - OpDef temp; - temp.UnsafeMergeFrom(*this); - CopyFrom(*other); - other->CopyFrom(temp); - } -} -void OpDef::UnsafeArenaSwap(OpDef* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArenaNoVirtual() == other->GetArenaNoVirtual()); - InternalSwap(other); -} -void OpDef::InternalSwap(OpDef* other) { - name_.Swap(&other->name_); - input_arg_.UnsafeArenaSwap(&other->input_arg_); - output_arg_.UnsafeArenaSwap(&other->output_arg_); - attr_.UnsafeArenaSwap(&other->attr_); - std::swap(deprecation_, other->deprecation_); - summary_.Swap(&other->summary_); - description_.Swap(&other->description_); - std::swap(is_commutative_, other->is_commutative_); - std::swap(is_aggregate_, other->is_aggregate_); - std::swap(is_stateful_, other->is_stateful_); - std::swap(allows_uninitialized_input_, other->allows_uninitialized_input_); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata OpDef::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = OpDef_descriptor_; - metadata.reflection = OpDef_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// OpDef_ArgDef - -// optional string name = 1; -void OpDef_ArgDef::clear_name() { - name_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -const ::std::string& OpDef_ArgDef::name() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.ArgDef.name) - return name_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void OpDef_ArgDef::set_name(const ::std::string& value) { - - name_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.OpDef.ArgDef.name) -} -void OpDef_ArgDef::set_name(const char* value) { - - name_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.OpDef.ArgDef.name) -} -void OpDef_ArgDef::set_name(const char* value, - size_t size) { - - name_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.OpDef.ArgDef.name) -} -::std::string* OpDef_ArgDef::mutable_name() { - - // @@protoc_insertion_point(field_mutable:tensorflow.OpDef.ArgDef.name) - return name_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -::std::string* OpDef_ArgDef::release_name() { - // @@protoc_insertion_point(field_release:tensorflow.OpDef.ArgDef.name) - - return name_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -::std::string* OpDef_ArgDef::unsafe_arena_release_name() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.OpDef.ArgDef.name) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - - return name_.UnsafeArenaRelease(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); -} -void OpDef_ArgDef::set_allocated_name(::std::string* name) { - if (name != NULL) { - - } else { - - } - name_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), name, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_allocated:tensorflow.OpDef.ArgDef.name) -} -void OpDef_ArgDef::unsafe_arena_set_allocated_name( - ::std::string* name) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (name != NULL) { - - } else { - - } - name_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - name, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.OpDef.ArgDef.name) -} - -// optional string description = 2; -void OpDef_ArgDef::clear_description() { - description_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -const ::std::string& OpDef_ArgDef::description() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.ArgDef.description) - return description_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void OpDef_ArgDef::set_description(const ::std::string& value) { - - description_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.OpDef.ArgDef.description) -} -void OpDef_ArgDef::set_description(const char* value) { - - description_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.OpDef.ArgDef.description) -} -void OpDef_ArgDef::set_description(const char* value, - size_t size) { - - description_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.OpDef.ArgDef.description) -} -::std::string* OpDef_ArgDef::mutable_description() { - - // @@protoc_insertion_point(field_mutable:tensorflow.OpDef.ArgDef.description) - return description_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -::std::string* OpDef_ArgDef::release_description() { - // @@protoc_insertion_point(field_release:tensorflow.OpDef.ArgDef.description) - - return description_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -::std::string* OpDef_ArgDef::unsafe_arena_release_description() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.OpDef.ArgDef.description) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - - return description_.UnsafeArenaRelease(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); -} -void OpDef_ArgDef::set_allocated_description(::std::string* description) { - if (description != NULL) { - - } else { - - } - description_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), description, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_allocated:tensorflow.OpDef.ArgDef.description) -} -void OpDef_ArgDef::unsafe_arena_set_allocated_description( - ::std::string* description) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (description != NULL) { - - } else { - - } - description_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - description, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.OpDef.ArgDef.description) -} - -// optional .tensorflow.DataType type = 3; -void OpDef_ArgDef::clear_type() { - type_ = 0; -} -::tensorflow::DataType OpDef_ArgDef::type() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.ArgDef.type) - return static_cast< ::tensorflow::DataType >(type_); -} -void OpDef_ArgDef::set_type(::tensorflow::DataType value) { - - type_ = value; - // @@protoc_insertion_point(field_set:tensorflow.OpDef.ArgDef.type) -} - -// optional string type_attr = 4; -void OpDef_ArgDef::clear_type_attr() { - type_attr_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -const ::std::string& OpDef_ArgDef::type_attr() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.ArgDef.type_attr) - return type_attr_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void OpDef_ArgDef::set_type_attr(const ::std::string& value) { - - type_attr_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.OpDef.ArgDef.type_attr) -} -void OpDef_ArgDef::set_type_attr(const char* value) { - - type_attr_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.OpDef.ArgDef.type_attr) -} -void OpDef_ArgDef::set_type_attr(const char* value, - size_t size) { - - type_attr_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.OpDef.ArgDef.type_attr) -} -::std::string* OpDef_ArgDef::mutable_type_attr() { - - // @@protoc_insertion_point(field_mutable:tensorflow.OpDef.ArgDef.type_attr) - return type_attr_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -::std::string* OpDef_ArgDef::release_type_attr() { - // @@protoc_insertion_point(field_release:tensorflow.OpDef.ArgDef.type_attr) - - return type_attr_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -::std::string* OpDef_ArgDef::unsafe_arena_release_type_attr() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.OpDef.ArgDef.type_attr) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - - return type_attr_.UnsafeArenaRelease(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); -} -void OpDef_ArgDef::set_allocated_type_attr(::std::string* type_attr) { - if (type_attr != NULL) { - - } else { - - } - type_attr_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), type_attr, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_allocated:tensorflow.OpDef.ArgDef.type_attr) -} -void OpDef_ArgDef::unsafe_arena_set_allocated_type_attr( - ::std::string* type_attr) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (type_attr != NULL) { - - } else { - - } - type_attr_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - type_attr, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.OpDef.ArgDef.type_attr) -} - -// optional string number_attr = 5; -void OpDef_ArgDef::clear_number_attr() { - number_attr_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -const ::std::string& OpDef_ArgDef::number_attr() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.ArgDef.number_attr) - return number_attr_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void OpDef_ArgDef::set_number_attr(const ::std::string& value) { - - number_attr_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.OpDef.ArgDef.number_attr) -} -void OpDef_ArgDef::set_number_attr(const char* value) { - - number_attr_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.OpDef.ArgDef.number_attr) -} -void OpDef_ArgDef::set_number_attr(const char* value, - size_t size) { - - number_attr_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.OpDef.ArgDef.number_attr) -} -::std::string* OpDef_ArgDef::mutable_number_attr() { - - // @@protoc_insertion_point(field_mutable:tensorflow.OpDef.ArgDef.number_attr) - return number_attr_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -::std::string* OpDef_ArgDef::release_number_attr() { - // @@protoc_insertion_point(field_release:tensorflow.OpDef.ArgDef.number_attr) - - return number_attr_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -::std::string* OpDef_ArgDef::unsafe_arena_release_number_attr() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.OpDef.ArgDef.number_attr) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - - return number_attr_.UnsafeArenaRelease(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); -} -void OpDef_ArgDef::set_allocated_number_attr(::std::string* number_attr) { - if (number_attr != NULL) { - - } else { - - } - number_attr_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), number_attr, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_allocated:tensorflow.OpDef.ArgDef.number_attr) -} -void OpDef_ArgDef::unsafe_arena_set_allocated_number_attr( - ::std::string* number_attr) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (number_attr != NULL) { - - } else { - - } - number_attr_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - number_attr, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.OpDef.ArgDef.number_attr) -} - -// optional string type_list_attr = 6; -void OpDef_ArgDef::clear_type_list_attr() { - type_list_attr_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -const ::std::string& OpDef_ArgDef::type_list_attr() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.ArgDef.type_list_attr) - return type_list_attr_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void OpDef_ArgDef::set_type_list_attr(const ::std::string& value) { - - type_list_attr_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.OpDef.ArgDef.type_list_attr) -} -void OpDef_ArgDef::set_type_list_attr(const char* value) { - - type_list_attr_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.OpDef.ArgDef.type_list_attr) -} -void OpDef_ArgDef::set_type_list_attr(const char* value, - size_t size) { - - type_list_attr_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.OpDef.ArgDef.type_list_attr) -} -::std::string* OpDef_ArgDef::mutable_type_list_attr() { - - // @@protoc_insertion_point(field_mutable:tensorflow.OpDef.ArgDef.type_list_attr) - return type_list_attr_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -::std::string* OpDef_ArgDef::release_type_list_attr() { - // @@protoc_insertion_point(field_release:tensorflow.OpDef.ArgDef.type_list_attr) - - return type_list_attr_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -::std::string* OpDef_ArgDef::unsafe_arena_release_type_list_attr() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.OpDef.ArgDef.type_list_attr) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - - return type_list_attr_.UnsafeArenaRelease(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); -} -void OpDef_ArgDef::set_allocated_type_list_attr(::std::string* type_list_attr) { - if (type_list_attr != NULL) { - - } else { - - } - type_list_attr_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), type_list_attr, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_allocated:tensorflow.OpDef.ArgDef.type_list_attr) -} -void OpDef_ArgDef::unsafe_arena_set_allocated_type_list_attr( - ::std::string* type_list_attr) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (type_list_attr != NULL) { - - } else { - - } - type_list_attr_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - type_list_attr, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.OpDef.ArgDef.type_list_attr) -} - -// optional bool is_ref = 16; -void OpDef_ArgDef::clear_is_ref() { - is_ref_ = false; -} -bool OpDef_ArgDef::is_ref() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.ArgDef.is_ref) - return is_ref_; -} -void OpDef_ArgDef::set_is_ref(bool value) { - - is_ref_ = value; - // @@protoc_insertion_point(field_set:tensorflow.OpDef.ArgDef.is_ref) -} - -inline const OpDef_ArgDef* OpDef_ArgDef::internal_default_instance() { - return &OpDef_ArgDef_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// OpDef_AttrDef - -// optional string name = 1; -void OpDef_AttrDef::clear_name() { - name_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -const ::std::string& OpDef_AttrDef::name() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.AttrDef.name) - return name_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void OpDef_AttrDef::set_name(const ::std::string& value) { - - name_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.OpDef.AttrDef.name) -} -void OpDef_AttrDef::set_name(const char* value) { - - name_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.OpDef.AttrDef.name) -} -void OpDef_AttrDef::set_name(const char* value, - size_t size) { - - name_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.OpDef.AttrDef.name) -} -::std::string* OpDef_AttrDef::mutable_name() { - - // @@protoc_insertion_point(field_mutable:tensorflow.OpDef.AttrDef.name) - return name_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -::std::string* OpDef_AttrDef::release_name() { - // @@protoc_insertion_point(field_release:tensorflow.OpDef.AttrDef.name) - - return name_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -::std::string* OpDef_AttrDef::unsafe_arena_release_name() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.OpDef.AttrDef.name) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - - return name_.UnsafeArenaRelease(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); -} -void OpDef_AttrDef::set_allocated_name(::std::string* name) { - if (name != NULL) { - - } else { - - } - name_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), name, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_allocated:tensorflow.OpDef.AttrDef.name) -} -void OpDef_AttrDef::unsafe_arena_set_allocated_name( - ::std::string* name) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (name != NULL) { - - } else { - - } - name_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - name, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.OpDef.AttrDef.name) -} - -// optional string type = 2; -void OpDef_AttrDef::clear_type() { - type_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -const ::std::string& OpDef_AttrDef::type() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.AttrDef.type) - return type_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void OpDef_AttrDef::set_type(const ::std::string& value) { - - type_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.OpDef.AttrDef.type) -} -void OpDef_AttrDef::set_type(const char* value) { - - type_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.OpDef.AttrDef.type) -} -void OpDef_AttrDef::set_type(const char* value, - size_t size) { - - type_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.OpDef.AttrDef.type) -} -::std::string* OpDef_AttrDef::mutable_type() { - - // @@protoc_insertion_point(field_mutable:tensorflow.OpDef.AttrDef.type) - return type_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -::std::string* OpDef_AttrDef::release_type() { - // @@protoc_insertion_point(field_release:tensorflow.OpDef.AttrDef.type) - - return type_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -::std::string* OpDef_AttrDef::unsafe_arena_release_type() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.OpDef.AttrDef.type) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - - return type_.UnsafeArenaRelease(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); -} -void OpDef_AttrDef::set_allocated_type(::std::string* type) { - if (type != NULL) { - - } else { - - } - type_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), type, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_allocated:tensorflow.OpDef.AttrDef.type) -} -void OpDef_AttrDef::unsafe_arena_set_allocated_type( - ::std::string* type) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (type != NULL) { - - } else { - - } - type_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - type, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.OpDef.AttrDef.type) -} - -// optional .tensorflow.AttrValue default_value = 3; -bool OpDef_AttrDef::has_default_value() const { - return this != internal_default_instance() && default_value_ != NULL; -} -void OpDef_AttrDef::clear_default_value() { - if (GetArenaNoVirtual() == NULL && default_value_ != NULL) delete default_value_; - default_value_ = NULL; -} -const ::tensorflow::AttrValue& OpDef_AttrDef::default_value() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.AttrDef.default_value) - return default_value_ != NULL ? *default_value_ - : *::tensorflow::AttrValue::internal_default_instance(); -} -::tensorflow::AttrValue* OpDef_AttrDef::mutable_default_value() { - - if (default_value_ == NULL) { - _slow_mutable_default_value(); - } - // @@protoc_insertion_point(field_mutable:tensorflow.OpDef.AttrDef.default_value) - return default_value_; -} -::tensorflow::AttrValue* OpDef_AttrDef::release_default_value() { - // @@protoc_insertion_point(field_release:tensorflow.OpDef.AttrDef.default_value) - - if (GetArenaNoVirtual() != NULL) { - return _slow_release_default_value(); - } else { - ::tensorflow::AttrValue* temp = default_value_; - default_value_ = NULL; - return temp; - } -} - void OpDef_AttrDef::set_allocated_default_value(::tensorflow::AttrValue* default_value) { - ::google::protobuf::Arena* message_arena = GetArenaNoVirtual(); - if (message_arena == NULL) { - delete default_value_; - } - if (default_value != NULL) { - _slow_set_allocated_default_value(message_arena, &default_value); - } - default_value_ = default_value; - if (default_value) { - - } else { - - } - // @@protoc_insertion_point(field_set_allocated:tensorflow.OpDef.AttrDef.default_value) -} - -// optional string description = 4; -void OpDef_AttrDef::clear_description() { - description_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -const ::std::string& OpDef_AttrDef::description() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.AttrDef.description) - return description_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void OpDef_AttrDef::set_description(const ::std::string& value) { - - description_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.OpDef.AttrDef.description) -} -void OpDef_AttrDef::set_description(const char* value) { - - description_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.OpDef.AttrDef.description) -} -void OpDef_AttrDef::set_description(const char* value, - size_t size) { - - description_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.OpDef.AttrDef.description) -} -::std::string* OpDef_AttrDef::mutable_description() { - - // @@protoc_insertion_point(field_mutable:tensorflow.OpDef.AttrDef.description) - return description_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -::std::string* OpDef_AttrDef::release_description() { - // @@protoc_insertion_point(field_release:tensorflow.OpDef.AttrDef.description) - - return description_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -::std::string* OpDef_AttrDef::unsafe_arena_release_description() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.OpDef.AttrDef.description) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - - return description_.UnsafeArenaRelease(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); -} -void OpDef_AttrDef::set_allocated_description(::std::string* description) { - if (description != NULL) { - - } else { - - } - description_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), description, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_allocated:tensorflow.OpDef.AttrDef.description) -} -void OpDef_AttrDef::unsafe_arena_set_allocated_description( - ::std::string* description) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (description != NULL) { - - } else { - - } - description_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - description, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.OpDef.AttrDef.description) -} - -// optional bool has_minimum = 5; -void OpDef_AttrDef::clear_has_minimum() { - has_minimum_ = false; -} -bool OpDef_AttrDef::has_minimum() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.AttrDef.has_minimum) - return has_minimum_; -} -void OpDef_AttrDef::set_has_minimum(bool value) { - - has_minimum_ = value; - // @@protoc_insertion_point(field_set:tensorflow.OpDef.AttrDef.has_minimum) -} - -// optional int64 minimum = 6; -void OpDef_AttrDef::clear_minimum() { - minimum_ = GOOGLE_LONGLONG(0); -} -::google::protobuf::int64 OpDef_AttrDef::minimum() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.AttrDef.minimum) - return minimum_; -} -void OpDef_AttrDef::set_minimum(::google::protobuf::int64 value) { - - minimum_ = value; - // @@protoc_insertion_point(field_set:tensorflow.OpDef.AttrDef.minimum) -} - -// optional .tensorflow.AttrValue allowed_values = 7; -bool OpDef_AttrDef::has_allowed_values() const { - return this != internal_default_instance() && allowed_values_ != NULL; -} -void OpDef_AttrDef::clear_allowed_values() { - if (GetArenaNoVirtual() == NULL && allowed_values_ != NULL) delete allowed_values_; - allowed_values_ = NULL; -} -const ::tensorflow::AttrValue& OpDef_AttrDef::allowed_values() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.AttrDef.allowed_values) - return allowed_values_ != NULL ? *allowed_values_ - : *::tensorflow::AttrValue::internal_default_instance(); -} -::tensorflow::AttrValue* OpDef_AttrDef::mutable_allowed_values() { - - if (allowed_values_ == NULL) { - _slow_mutable_allowed_values(); - } - // @@protoc_insertion_point(field_mutable:tensorflow.OpDef.AttrDef.allowed_values) - return allowed_values_; -} -::tensorflow::AttrValue* OpDef_AttrDef::release_allowed_values() { - // @@protoc_insertion_point(field_release:tensorflow.OpDef.AttrDef.allowed_values) - - if (GetArenaNoVirtual() != NULL) { - return _slow_release_allowed_values(); - } else { - ::tensorflow::AttrValue* temp = allowed_values_; - allowed_values_ = NULL; - return temp; - } -} - void OpDef_AttrDef::set_allocated_allowed_values(::tensorflow::AttrValue* allowed_values) { - ::google::protobuf::Arena* message_arena = GetArenaNoVirtual(); - if (message_arena == NULL) { - delete allowed_values_; - } - if (allowed_values != NULL) { - _slow_set_allocated_allowed_values(message_arena, &allowed_values); - } - allowed_values_ = allowed_values; - if (allowed_values) { - - } else { - - } - // @@protoc_insertion_point(field_set_allocated:tensorflow.OpDef.AttrDef.allowed_values) -} - -inline const OpDef_AttrDef* OpDef_AttrDef::internal_default_instance() { - return &OpDef_AttrDef_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// OpDef - -// optional string name = 1; -void OpDef::clear_name() { - name_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -const ::std::string& OpDef::name() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.name) - return name_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void OpDef::set_name(const ::std::string& value) { - - name_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.OpDef.name) -} -void OpDef::set_name(const char* value) { - - name_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.OpDef.name) -} -void OpDef::set_name(const char* value, - size_t size) { - - name_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.OpDef.name) -} -::std::string* OpDef::mutable_name() { - - // @@protoc_insertion_point(field_mutable:tensorflow.OpDef.name) - return name_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -::std::string* OpDef::release_name() { - // @@protoc_insertion_point(field_release:tensorflow.OpDef.name) - - return name_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -::std::string* OpDef::unsafe_arena_release_name() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.OpDef.name) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - - return name_.UnsafeArenaRelease(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); -} -void OpDef::set_allocated_name(::std::string* name) { - if (name != NULL) { - - } else { - - } - name_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), name, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_allocated:tensorflow.OpDef.name) -} -void OpDef::unsafe_arena_set_allocated_name( - ::std::string* name) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (name != NULL) { - - } else { - - } - name_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - name, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.OpDef.name) -} - -// repeated .tensorflow.OpDef.ArgDef input_arg = 2; -int OpDef::input_arg_size() const { - return input_arg_.size(); -} -void OpDef::clear_input_arg() { - input_arg_.Clear(); -} -const ::tensorflow::OpDef_ArgDef& OpDef::input_arg(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.input_arg) - return input_arg_.Get(index); -} -::tensorflow::OpDef_ArgDef* OpDef::mutable_input_arg(int index) { - // @@protoc_insertion_point(field_mutable:tensorflow.OpDef.input_arg) - return input_arg_.Mutable(index); -} -::tensorflow::OpDef_ArgDef* OpDef::add_input_arg() { - // @@protoc_insertion_point(field_add:tensorflow.OpDef.input_arg) - return input_arg_.Add(); -} -::google::protobuf::RepeatedPtrField< ::tensorflow::OpDef_ArgDef >* -OpDef::mutable_input_arg() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.OpDef.input_arg) - return &input_arg_; -} -const ::google::protobuf::RepeatedPtrField< ::tensorflow::OpDef_ArgDef >& -OpDef::input_arg() const { - // @@protoc_insertion_point(field_list:tensorflow.OpDef.input_arg) - return input_arg_; -} - -// repeated .tensorflow.OpDef.ArgDef output_arg = 3; -int OpDef::output_arg_size() const { - return output_arg_.size(); -} -void OpDef::clear_output_arg() { - output_arg_.Clear(); -} -const ::tensorflow::OpDef_ArgDef& OpDef::output_arg(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.output_arg) - return output_arg_.Get(index); -} -::tensorflow::OpDef_ArgDef* OpDef::mutable_output_arg(int index) { - // @@protoc_insertion_point(field_mutable:tensorflow.OpDef.output_arg) - return output_arg_.Mutable(index); -} -::tensorflow::OpDef_ArgDef* OpDef::add_output_arg() { - // @@protoc_insertion_point(field_add:tensorflow.OpDef.output_arg) - return output_arg_.Add(); -} -::google::protobuf::RepeatedPtrField< ::tensorflow::OpDef_ArgDef >* -OpDef::mutable_output_arg() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.OpDef.output_arg) - return &output_arg_; -} -const ::google::protobuf::RepeatedPtrField< ::tensorflow::OpDef_ArgDef >& -OpDef::output_arg() const { - // @@protoc_insertion_point(field_list:tensorflow.OpDef.output_arg) - return output_arg_; -} - -// repeated .tensorflow.OpDef.AttrDef attr = 4; -int OpDef::attr_size() const { - return attr_.size(); -} -void OpDef::clear_attr() { - attr_.Clear(); -} -const ::tensorflow::OpDef_AttrDef& OpDef::attr(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.attr) - return attr_.Get(index); -} -::tensorflow::OpDef_AttrDef* OpDef::mutable_attr(int index) { - // @@protoc_insertion_point(field_mutable:tensorflow.OpDef.attr) - return attr_.Mutable(index); -} -::tensorflow::OpDef_AttrDef* OpDef::add_attr() { - // @@protoc_insertion_point(field_add:tensorflow.OpDef.attr) - return attr_.Add(); -} -::google::protobuf::RepeatedPtrField< ::tensorflow::OpDef_AttrDef >* -OpDef::mutable_attr() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.OpDef.attr) - return &attr_; -} -const ::google::protobuf::RepeatedPtrField< ::tensorflow::OpDef_AttrDef >& -OpDef::attr() const { - // @@protoc_insertion_point(field_list:tensorflow.OpDef.attr) - return attr_; -} - -// optional .tensorflow.OpDeprecation deprecation = 8; -bool OpDef::has_deprecation() const { - return this != internal_default_instance() && deprecation_ != NULL; -} -void OpDef::clear_deprecation() { - if (GetArenaNoVirtual() == NULL && deprecation_ != NULL) delete deprecation_; - deprecation_ = NULL; -} -const ::tensorflow::OpDeprecation& OpDef::deprecation() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.deprecation) - return deprecation_ != NULL ? *deprecation_ - : *::tensorflow::OpDeprecation::internal_default_instance(); -} -::tensorflow::OpDeprecation* OpDef::mutable_deprecation() { - - if (deprecation_ == NULL) { - _slow_mutable_deprecation(); - } - // @@protoc_insertion_point(field_mutable:tensorflow.OpDef.deprecation) - return deprecation_; -} -::tensorflow::OpDeprecation* OpDef::release_deprecation() { - // @@protoc_insertion_point(field_release:tensorflow.OpDef.deprecation) - - if (GetArenaNoVirtual() != NULL) { - return _slow_release_deprecation(); - } else { - ::tensorflow::OpDeprecation* temp = deprecation_; - deprecation_ = NULL; - return temp; - } -} - void OpDef::set_allocated_deprecation(::tensorflow::OpDeprecation* deprecation) { - ::google::protobuf::Arena* message_arena = GetArenaNoVirtual(); - if (message_arena == NULL) { - delete deprecation_; - } - if (deprecation != NULL) { - _slow_set_allocated_deprecation(message_arena, &deprecation); - } - deprecation_ = deprecation; - if (deprecation) { - - } else { - - } - // @@protoc_insertion_point(field_set_allocated:tensorflow.OpDef.deprecation) -} - -// optional string summary = 5; -void OpDef::clear_summary() { - summary_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -const ::std::string& OpDef::summary() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.summary) - return summary_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void OpDef::set_summary(const ::std::string& value) { - - summary_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.OpDef.summary) -} -void OpDef::set_summary(const char* value) { - - summary_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.OpDef.summary) -} -void OpDef::set_summary(const char* value, - size_t size) { - - summary_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.OpDef.summary) -} -::std::string* OpDef::mutable_summary() { - - // @@protoc_insertion_point(field_mutable:tensorflow.OpDef.summary) - return summary_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -::std::string* OpDef::release_summary() { - // @@protoc_insertion_point(field_release:tensorflow.OpDef.summary) - - return summary_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -::std::string* OpDef::unsafe_arena_release_summary() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.OpDef.summary) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - - return summary_.UnsafeArenaRelease(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); -} -void OpDef::set_allocated_summary(::std::string* summary) { - if (summary != NULL) { - - } else { - - } - summary_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), summary, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_allocated:tensorflow.OpDef.summary) -} -void OpDef::unsafe_arena_set_allocated_summary( - ::std::string* summary) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (summary != NULL) { - - } else { - - } - summary_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - summary, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.OpDef.summary) -} - -// optional string description = 6; -void OpDef::clear_description() { - description_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -const ::std::string& OpDef::description() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.description) - return description_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void OpDef::set_description(const ::std::string& value) { - - description_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.OpDef.description) -} -void OpDef::set_description(const char* value) { - - description_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.OpDef.description) -} -void OpDef::set_description(const char* value, - size_t size) { - - description_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.OpDef.description) -} -::std::string* OpDef::mutable_description() { - - // @@protoc_insertion_point(field_mutable:tensorflow.OpDef.description) - return description_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -::std::string* OpDef::release_description() { - // @@protoc_insertion_point(field_release:tensorflow.OpDef.description) - - return description_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -::std::string* OpDef::unsafe_arena_release_description() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.OpDef.description) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - - return description_.UnsafeArenaRelease(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); -} -void OpDef::set_allocated_description(::std::string* description) { - if (description != NULL) { - - } else { - - } - description_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), description, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_allocated:tensorflow.OpDef.description) -} -void OpDef::unsafe_arena_set_allocated_description( - ::std::string* description) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (description != NULL) { - - } else { - - } - description_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - description, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.OpDef.description) -} - -// optional bool is_commutative = 18; -void OpDef::clear_is_commutative() { - is_commutative_ = false; -} -bool OpDef::is_commutative() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.is_commutative) - return is_commutative_; -} -void OpDef::set_is_commutative(bool value) { - - is_commutative_ = value; - // @@protoc_insertion_point(field_set:tensorflow.OpDef.is_commutative) -} - -// optional bool is_aggregate = 16; -void OpDef::clear_is_aggregate() { - is_aggregate_ = false; -} -bool OpDef::is_aggregate() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.is_aggregate) - return is_aggregate_; -} -void OpDef::set_is_aggregate(bool value) { - - is_aggregate_ = value; - // @@protoc_insertion_point(field_set:tensorflow.OpDef.is_aggregate) -} - -// optional bool is_stateful = 17; -void OpDef::clear_is_stateful() { - is_stateful_ = false; -} -bool OpDef::is_stateful() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.is_stateful) - return is_stateful_; -} -void OpDef::set_is_stateful(bool value) { - - is_stateful_ = value; - // @@protoc_insertion_point(field_set:tensorflow.OpDef.is_stateful) -} - -// optional bool allows_uninitialized_input = 19; -void OpDef::clear_allows_uninitialized_input() { - allows_uninitialized_input_ = false; -} -bool OpDef::allows_uninitialized_input() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.allows_uninitialized_input) - return allows_uninitialized_input_; -} -void OpDef::set_allows_uninitialized_input(bool value) { - - allows_uninitialized_input_ = value; - // @@protoc_insertion_point(field_set:tensorflow.OpDef.allows_uninitialized_input) -} - -inline const OpDef* OpDef::internal_default_instance() { - return &OpDef_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int OpDeprecation::kVersionFieldNumber; -const int OpDeprecation::kExplanationFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -OpDeprecation::OpDeprecation() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_op_5fdef_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:tensorflow.OpDeprecation) -} -OpDeprecation::OpDeprecation(::google::protobuf::Arena* arena) - : ::google::protobuf::Message(), - _internal_metadata_(arena) { -#ifdef GOOGLE_PROTOBUF_NO_STATIC_INITIALIZER - protobuf_InitDefaults_op_5fdef_2eproto(); -#endif // GOOGLE_PROTOBUF_NO_STATIC_INITIALIZER - SharedCtor(); - RegisterArenaDtor(arena); - // @@protoc_insertion_point(arena_constructor:tensorflow.OpDeprecation) -} - -void OpDeprecation::InitAsDefaultInstance() { -} - -OpDeprecation::OpDeprecation(const OpDeprecation& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:tensorflow.OpDeprecation) -} - -void OpDeprecation::SharedCtor() { - explanation_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - version_ = 0; - _cached_size_ = 0; -} - -OpDeprecation::~OpDeprecation() { - // @@protoc_insertion_point(destructor:tensorflow.OpDeprecation) - SharedDtor(); -} - -void OpDeprecation::SharedDtor() { - ::google::protobuf::Arena* arena = GetArenaNoVirtual(); - if (arena != NULL) { - return; - } - - explanation_.Destroy(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), arena); -} - -void OpDeprecation::ArenaDtor(void* object) { - OpDeprecation* _this = reinterpret_cast< OpDeprecation* >(object); - (void)_this; -} -void OpDeprecation::RegisterArenaDtor(::google::protobuf::Arena* arena) { -} -void OpDeprecation::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* OpDeprecation::descriptor() { - protobuf_AssignDescriptorsOnce(); - return OpDeprecation_descriptor_; -} - -const OpDeprecation& OpDeprecation::default_instance() { - protobuf_InitDefaults_op_5fdef_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed OpDeprecation_default_instance_; - -OpDeprecation* OpDeprecation::New(::google::protobuf::Arena* arena) const { - return ::google::protobuf::Arena::CreateMessage(arena); -} - -void OpDeprecation::Clear() { -// @@protoc_insertion_point(message_clear_start:tensorflow.OpDeprecation) - version_ = 0; - explanation_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} - -bool OpDeprecation::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:tensorflow.OpDeprecation) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional int32 version = 1; - case 1: { - if (tag == 8) { - - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &version_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(18)) goto parse_explanation; - break; - } - - // optional string explanation = 2; - case 2: { - if (tag == 18) { - parse_explanation: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_explanation())); - DO_(::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->explanation().data(), this->explanation().length(), - ::google::protobuf::internal::WireFormatLite::PARSE, - "tensorflow.OpDeprecation.explanation")); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormatLite::SkipField(input, tag)); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:tensorflow.OpDeprecation) - return true; -failure: - // @@protoc_insertion_point(parse_failure:tensorflow.OpDeprecation) - return false; -#undef DO_ -} - -void OpDeprecation::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:tensorflow.OpDeprecation) - // optional int32 version = 1; - if (this->version() != 0) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(1, this->version(), output); - } - - // optional string explanation = 2; - if (this->explanation().size() > 0) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->explanation().data(), this->explanation().length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.OpDeprecation.explanation"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 2, this->explanation(), output); - } - - // @@protoc_insertion_point(serialize_end:tensorflow.OpDeprecation) -} - -::google::protobuf::uint8* OpDeprecation::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:tensorflow.OpDeprecation) - // optional int32 version = 1; - if (this->version() != 0) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(1, this->version(), target); - } - - // optional string explanation = 2; - if (this->explanation().size() > 0) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->explanation().data(), this->explanation().length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.OpDeprecation.explanation"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 2, this->explanation(), target); - } - - // @@protoc_insertion_point(serialize_to_array_end:tensorflow.OpDeprecation) - return target; -} - -size_t OpDeprecation::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:tensorflow.OpDeprecation) - size_t total_size = 0; - - // optional int32 version = 1; - if (this->version() != 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->version()); - } - - // optional string explanation = 2; - if (this->explanation().size() > 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->explanation()); - } - - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void OpDeprecation::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:tensorflow.OpDeprecation) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const OpDeprecation* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:tensorflow.OpDeprecation) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:tensorflow.OpDeprecation) - UnsafeMergeFrom(*source); - } -} - -void OpDeprecation::MergeFrom(const OpDeprecation& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:tensorflow.OpDeprecation) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void OpDeprecation::UnsafeMergeFrom(const OpDeprecation& from) { - GOOGLE_DCHECK(&from != this); - if (from.version() != 0) { - set_version(from.version()); - } - if (from.explanation().size() > 0) { - set_explanation(from.explanation()); - } -} - -void OpDeprecation::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:tensorflow.OpDeprecation) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void OpDeprecation::CopyFrom(const OpDeprecation& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:tensorflow.OpDeprecation) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool OpDeprecation::IsInitialized() const { - - return true; -} - -void OpDeprecation::Swap(OpDeprecation* other) { - if (other == this) return; - if (GetArenaNoVirtual() == other->GetArenaNoVirtual()) { - InternalSwap(other); - } else { - OpDeprecation temp; - temp.UnsafeMergeFrom(*this); - CopyFrom(*other); - other->CopyFrom(temp); - } -} -void OpDeprecation::UnsafeArenaSwap(OpDeprecation* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArenaNoVirtual() == other->GetArenaNoVirtual()); - InternalSwap(other); -} -void OpDeprecation::InternalSwap(OpDeprecation* other) { - std::swap(version_, other->version_); - explanation_.Swap(&other->explanation_); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata OpDeprecation::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = OpDeprecation_descriptor_; - metadata.reflection = OpDeprecation_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// OpDeprecation - -// optional int32 version = 1; -void OpDeprecation::clear_version() { - version_ = 0; -} -::google::protobuf::int32 OpDeprecation::version() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDeprecation.version) - return version_; -} -void OpDeprecation::set_version(::google::protobuf::int32 value) { - - version_ = value; - // @@protoc_insertion_point(field_set:tensorflow.OpDeprecation.version) -} - -// optional string explanation = 2; -void OpDeprecation::clear_explanation() { - explanation_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -const ::std::string& OpDeprecation::explanation() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDeprecation.explanation) - return explanation_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void OpDeprecation::set_explanation(const ::std::string& value) { - - explanation_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.OpDeprecation.explanation) -} -void OpDeprecation::set_explanation(const char* value) { - - explanation_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.OpDeprecation.explanation) -} -void OpDeprecation::set_explanation(const char* value, - size_t size) { - - explanation_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.OpDeprecation.explanation) -} -::std::string* OpDeprecation::mutable_explanation() { - - // @@protoc_insertion_point(field_mutable:tensorflow.OpDeprecation.explanation) - return explanation_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -::std::string* OpDeprecation::release_explanation() { - // @@protoc_insertion_point(field_release:tensorflow.OpDeprecation.explanation) - - return explanation_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -::std::string* OpDeprecation::unsafe_arena_release_explanation() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.OpDeprecation.explanation) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - - return explanation_.UnsafeArenaRelease(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); -} -void OpDeprecation::set_allocated_explanation(::std::string* explanation) { - if (explanation != NULL) { - - } else { - - } - explanation_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), explanation, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_allocated:tensorflow.OpDeprecation.explanation) -} -void OpDeprecation::unsafe_arena_set_allocated_explanation( - ::std::string* explanation) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (explanation != NULL) { - - } else { - - } - explanation_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - explanation, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.OpDeprecation.explanation) -} - -inline const OpDeprecation* OpDeprecation::internal_default_instance() { - return &OpDeprecation_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int OpList::kOpFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -OpList::OpList() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_op_5fdef_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:tensorflow.OpList) -} -OpList::OpList(::google::protobuf::Arena* arena) - : ::google::protobuf::Message(), - _internal_metadata_(arena), - op_(arena) { -#ifdef GOOGLE_PROTOBUF_NO_STATIC_INITIALIZER - protobuf_InitDefaults_op_5fdef_2eproto(); -#endif // GOOGLE_PROTOBUF_NO_STATIC_INITIALIZER - SharedCtor(); - RegisterArenaDtor(arena); - // @@protoc_insertion_point(arena_constructor:tensorflow.OpList) -} - -void OpList::InitAsDefaultInstance() { -} - -OpList::OpList(const OpList& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:tensorflow.OpList) -} - -void OpList::SharedCtor() { - _cached_size_ = 0; -} - -OpList::~OpList() { - // @@protoc_insertion_point(destructor:tensorflow.OpList) - SharedDtor(); -} - -void OpList::SharedDtor() { - ::google::protobuf::Arena* arena = GetArenaNoVirtual(); - if (arena != NULL) { - return; - } - -} - -void OpList::ArenaDtor(void* object) { - OpList* _this = reinterpret_cast< OpList* >(object); - (void)_this; -} -void OpList::RegisterArenaDtor(::google::protobuf::Arena* arena) { -} -void OpList::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* OpList::descriptor() { - protobuf_AssignDescriptorsOnce(); - return OpList_descriptor_; -} - -const OpList& OpList::default_instance() { - protobuf_InitDefaults_op_5fdef_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed OpList_default_instance_; - -OpList* OpList::New(::google::protobuf::Arena* arena) const { - return ::google::protobuf::Arena::CreateMessage(arena); -} - -void OpList::Clear() { -// @@protoc_insertion_point(message_clear_start:tensorflow.OpList) - op_.Clear(); -} - -bool OpList::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:tensorflow.OpList) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // repeated .tensorflow.OpDef op = 1; - case 1: { - if (tag == 10) { - DO_(input->IncrementRecursionDepth()); - parse_loop_op: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtualNoRecursionDepth( - input, add_op())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(10)) goto parse_loop_op; - input->UnsafeDecrementRecursionDepth(); - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormatLite::SkipField(input, tag)); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:tensorflow.OpList) - return true; -failure: - // @@protoc_insertion_point(parse_failure:tensorflow.OpList) - return false; -#undef DO_ -} - -void OpList::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:tensorflow.OpList) - // repeated .tensorflow.OpDef op = 1; - for (unsigned int i = 0, n = this->op_size(); i < n; i++) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 1, this->op(i), output); - } - - // @@protoc_insertion_point(serialize_end:tensorflow.OpList) -} - -::google::protobuf::uint8* OpList::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:tensorflow.OpList) - // repeated .tensorflow.OpDef op = 1; - for (unsigned int i = 0, n = this->op_size(); i < n; i++) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 1, this->op(i), false, target); - } - - // @@protoc_insertion_point(serialize_to_array_end:tensorflow.OpList) - return target; -} - -size_t OpList::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:tensorflow.OpList) - size_t total_size = 0; - - // repeated .tensorflow.OpDef op = 1; - { - unsigned int count = this->op_size(); - total_size += 1UL * count; - for (unsigned int i = 0; i < count; i++) { - total_size += - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - this->op(i)); - } - } - - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void OpList::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:tensorflow.OpList) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const OpList* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:tensorflow.OpList) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:tensorflow.OpList) - UnsafeMergeFrom(*source); - } -} - -void OpList::MergeFrom(const OpList& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:tensorflow.OpList) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void OpList::UnsafeMergeFrom(const OpList& from) { - GOOGLE_DCHECK(&from != this); - op_.MergeFrom(from.op_); -} - -void OpList::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:tensorflow.OpList) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void OpList::CopyFrom(const OpList& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:tensorflow.OpList) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool OpList::IsInitialized() const { - - return true; -} - -void OpList::Swap(OpList* other) { - if (other == this) return; - if (GetArenaNoVirtual() == other->GetArenaNoVirtual()) { - InternalSwap(other); - } else { - OpList temp; - temp.UnsafeMergeFrom(*this); - CopyFrom(*other); - other->CopyFrom(temp); - } -} -void OpList::UnsafeArenaSwap(OpList* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArenaNoVirtual() == other->GetArenaNoVirtual()); - InternalSwap(other); -} -void OpList::InternalSwap(OpList* other) { - op_.UnsafeArenaSwap(&other->op_); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata OpList::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = OpList_descriptor_; - metadata.reflection = OpList_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// OpList - -// repeated .tensorflow.OpDef op = 1; -int OpList::op_size() const { - return op_.size(); -} -void OpList::clear_op() { - op_.Clear(); -} -const ::tensorflow::OpDef& OpList::op(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.OpList.op) - return op_.Get(index); -} -::tensorflow::OpDef* OpList::mutable_op(int index) { - // @@protoc_insertion_point(field_mutable:tensorflow.OpList.op) - return op_.Mutable(index); -} -::tensorflow::OpDef* OpList::add_op() { - // @@protoc_insertion_point(field_add:tensorflow.OpList.op) - return op_.Add(); -} -::google::protobuf::RepeatedPtrField< ::tensorflow::OpDef >* -OpList::mutable_op() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.OpList.op) - return &op_; -} -const ::google::protobuf::RepeatedPtrField< ::tensorflow::OpDef >& -OpList::op() const { - // @@protoc_insertion_point(field_list:tensorflow.OpList.op) - return op_; -} - -inline const OpList* OpList::internal_default_instance() { - return &OpList_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// @@protoc_insertion_point(namespace_scope) - -} // namespace tensorflow - -// @@protoc_insertion_point(global_scope) diff --git a/modules/dnn/misc/tensorflow/op_def.pb.h b/modules/dnn/misc/tensorflow/op_def.pb.h deleted file mode 100644 index 71956e4d2..000000000 --- a/modules/dnn/misc/tensorflow/op_def.pb.h +++ /dev/null @@ -1,2103 +0,0 @@ -// Generated by the protocol buffer compiler. DO NOT EDIT! -// source: op_def.proto - -#ifndef PROTOBUF_op_5fdef_2eproto__INCLUDED -#define PROTOBUF_op_5fdef_2eproto__INCLUDED - -#include - -#include - -#if GOOGLE_PROTOBUF_VERSION < 3001000 -#error This file was generated by a newer version of protoc which is -#error incompatible with your Protocol Buffer headers. Please update -#error your headers. -#endif -#if 3001000 < GOOGLE_PROTOBUF_MIN_PROTOC_VERSION -#error This file was generated by an older version of protoc which is -#error incompatible with your Protocol Buffer headers. Please -#error regenerate this file with a newer version of protoc. -#endif - -#include -#include -#include -#include -#include -#include -#include -#include -#include "attr_value.pb.h" -#include "types.pb.h" -// @@protoc_insertion_point(includes) - -namespace tensorflow { - -// Internal implementation detail -- do not call these. -void protobuf_AddDesc_op_5fdef_2eproto(); -void protobuf_InitDefaults_op_5fdef_2eproto(); -void protobuf_AssignDesc_op_5fdef_2eproto(); -void protobuf_ShutdownFile_op_5fdef_2eproto(); - -class OpDef; -class OpDef_ArgDef; -class OpDef_AttrDef; -class OpDeprecation; -class OpList; - -// =================================================================== - -class OpDef_ArgDef : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:tensorflow.OpDef.ArgDef) */ { - public: - OpDef_ArgDef(); - virtual ~OpDef_ArgDef(); - - OpDef_ArgDef(const OpDef_ArgDef& from); - - inline OpDef_ArgDef& operator=(const OpDef_ArgDef& from) { - CopyFrom(from); - return *this; - } - - inline ::google::protobuf::Arena* GetArena() const { return GetArenaNoVirtual(); } - inline void* GetMaybeArenaPointer() const { - return MaybeArenaPtr(); - } - static const ::google::protobuf::Descriptor* descriptor(); - static const OpDef_ArgDef& default_instance(); - - static const OpDef_ArgDef* internal_default_instance(); - - void UnsafeArenaSwap(OpDef_ArgDef* other); - void Swap(OpDef_ArgDef* other); - - // implements Message ---------------------------------------------- - - inline OpDef_ArgDef* New() const { return New(NULL); } - - OpDef_ArgDef* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const OpDef_ArgDef& from); - void MergeFrom(const OpDef_ArgDef& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(OpDef_ArgDef* other); - void UnsafeMergeFrom(const OpDef_ArgDef& from); - protected: - explicit OpDef_ArgDef(::google::protobuf::Arena* arena); - private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::google::protobuf::Arena* arena); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional string name = 1; - void clear_name(); - static const int kNameFieldNumber = 1; - const ::std::string& name() const; - void set_name(const ::std::string& value); - void set_name(const char* value); - void set_name(const char* value, size_t size); - ::std::string* mutable_name(); - ::std::string* release_name(); - void set_allocated_name(::std::string* name); - ::std::string* unsafe_arena_release_name(); - void unsafe_arena_set_allocated_name( - ::std::string* name); - - // optional string description = 2; - void clear_description(); - static const int kDescriptionFieldNumber = 2; - const ::std::string& description() const; - void set_description(const ::std::string& value); - void set_description(const char* value); - void set_description(const char* value, size_t size); - ::std::string* mutable_description(); - ::std::string* release_description(); - void set_allocated_description(::std::string* description); - ::std::string* unsafe_arena_release_description(); - void unsafe_arena_set_allocated_description( - ::std::string* description); - - // optional .tensorflow.DataType type = 3; - void clear_type(); - static const int kTypeFieldNumber = 3; - ::tensorflow::DataType type() const; - void set_type(::tensorflow::DataType value); - - // optional string type_attr = 4; - void clear_type_attr(); - static const int kTypeAttrFieldNumber = 4; - const ::std::string& type_attr() const; - void set_type_attr(const ::std::string& value); - void set_type_attr(const char* value); - void set_type_attr(const char* value, size_t size); - ::std::string* mutable_type_attr(); - ::std::string* release_type_attr(); - void set_allocated_type_attr(::std::string* type_attr); - ::std::string* unsafe_arena_release_type_attr(); - void unsafe_arena_set_allocated_type_attr( - ::std::string* type_attr); - - // optional string number_attr = 5; - void clear_number_attr(); - static const int kNumberAttrFieldNumber = 5; - const ::std::string& number_attr() const; - void set_number_attr(const ::std::string& value); - void set_number_attr(const char* value); - void set_number_attr(const char* value, size_t size); - ::std::string* mutable_number_attr(); - ::std::string* release_number_attr(); - void set_allocated_number_attr(::std::string* number_attr); - ::std::string* unsafe_arena_release_number_attr(); - void unsafe_arena_set_allocated_number_attr( - ::std::string* number_attr); - - // optional string type_list_attr = 6; - void clear_type_list_attr(); - static const int kTypeListAttrFieldNumber = 6; - const ::std::string& type_list_attr() const; - void set_type_list_attr(const ::std::string& value); - void set_type_list_attr(const char* value); - void set_type_list_attr(const char* value, size_t size); - ::std::string* mutable_type_list_attr(); - ::std::string* release_type_list_attr(); - void set_allocated_type_list_attr(::std::string* type_list_attr); - ::std::string* unsafe_arena_release_type_list_attr(); - void unsafe_arena_set_allocated_type_list_attr( - ::std::string* type_list_attr); - - // optional bool is_ref = 16; - void clear_is_ref(); - static const int kIsRefFieldNumber = 16; - bool is_ref() const; - void set_is_ref(bool value); - - // @@protoc_insertion_point(class_scope:tensorflow.OpDef.ArgDef) - private: - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - friend class ::google::protobuf::Arena; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; - ::google::protobuf::internal::ArenaStringPtr name_; - ::google::protobuf::internal::ArenaStringPtr description_; - ::google::protobuf::internal::ArenaStringPtr type_attr_; - ::google::protobuf::internal::ArenaStringPtr number_attr_; - ::google::protobuf::internal::ArenaStringPtr type_list_attr_; - int type_; - bool is_ref_; - mutable int _cached_size_; - friend void protobuf_InitDefaults_op_5fdef_2eproto_impl(); - friend void protobuf_AddDesc_op_5fdef_2eproto_impl(); - friend void protobuf_AssignDesc_op_5fdef_2eproto(); - friend void protobuf_ShutdownFile_op_5fdef_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed OpDef_ArgDef_default_instance_; - -// ------------------------------------------------------------------- - -class OpDef_AttrDef : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:tensorflow.OpDef.AttrDef) */ { - public: - OpDef_AttrDef(); - virtual ~OpDef_AttrDef(); - - OpDef_AttrDef(const OpDef_AttrDef& from); - - inline OpDef_AttrDef& operator=(const OpDef_AttrDef& from) { - CopyFrom(from); - return *this; - } - - inline ::google::protobuf::Arena* GetArena() const { return GetArenaNoVirtual(); } - inline void* GetMaybeArenaPointer() const { - return MaybeArenaPtr(); - } - static const ::google::protobuf::Descriptor* descriptor(); - static const OpDef_AttrDef& default_instance(); - - static const OpDef_AttrDef* internal_default_instance(); - - void UnsafeArenaSwap(OpDef_AttrDef* other); - void Swap(OpDef_AttrDef* other); - - // implements Message ---------------------------------------------- - - inline OpDef_AttrDef* New() const { return New(NULL); } - - OpDef_AttrDef* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const OpDef_AttrDef& from); - void MergeFrom(const OpDef_AttrDef& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(OpDef_AttrDef* other); - void UnsafeMergeFrom(const OpDef_AttrDef& from); - protected: - explicit OpDef_AttrDef(::google::protobuf::Arena* arena); - private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::google::protobuf::Arena* arena); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional string name = 1; - void clear_name(); - static const int kNameFieldNumber = 1; - const ::std::string& name() const; - void set_name(const ::std::string& value); - void set_name(const char* value); - void set_name(const char* value, size_t size); - ::std::string* mutable_name(); - ::std::string* release_name(); - void set_allocated_name(::std::string* name); - ::std::string* unsafe_arena_release_name(); - void unsafe_arena_set_allocated_name( - ::std::string* name); - - // optional string type = 2; - void clear_type(); - static const int kTypeFieldNumber = 2; - const ::std::string& type() const; - void set_type(const ::std::string& value); - void set_type(const char* value); - void set_type(const char* value, size_t size); - ::std::string* mutable_type(); - ::std::string* release_type(); - void set_allocated_type(::std::string* type); - ::std::string* unsafe_arena_release_type(); - void unsafe_arena_set_allocated_type( - ::std::string* type); - - // optional .tensorflow.AttrValue default_value = 3; - bool has_default_value() const; - void clear_default_value(); - static const int kDefaultValueFieldNumber = 3; - private: - void _slow_mutable_default_value(); - void _slow_set_allocated_default_value( - ::google::protobuf::Arena* message_arena, ::tensorflow::AttrValue** default_value); - ::tensorflow::AttrValue* _slow_release_default_value(); - public: - const ::tensorflow::AttrValue& default_value() const; - ::tensorflow::AttrValue* mutable_default_value(); - ::tensorflow::AttrValue* release_default_value(); - void set_allocated_default_value(::tensorflow::AttrValue* default_value); - ::tensorflow::AttrValue* unsafe_arena_release_default_value(); - void unsafe_arena_set_allocated_default_value( - ::tensorflow::AttrValue* default_value); - - // optional string description = 4; - void clear_description(); - static const int kDescriptionFieldNumber = 4; - const ::std::string& description() const; - void set_description(const ::std::string& value); - void set_description(const char* value); - void set_description(const char* value, size_t size); - ::std::string* mutable_description(); - ::std::string* release_description(); - void set_allocated_description(::std::string* description); - ::std::string* unsafe_arena_release_description(); - void unsafe_arena_set_allocated_description( - ::std::string* description); - - // optional bool has_minimum = 5; - void clear_has_minimum(); - static const int kHasMinimumFieldNumber = 5; - bool has_minimum() const; - void set_has_minimum(bool value); - - // optional int64 minimum = 6; - void clear_minimum(); - static const int kMinimumFieldNumber = 6; - ::google::protobuf::int64 minimum() const; - void set_minimum(::google::protobuf::int64 value); - - // optional .tensorflow.AttrValue allowed_values = 7; - bool has_allowed_values() const; - void clear_allowed_values(); - static const int kAllowedValuesFieldNumber = 7; - private: - void _slow_mutable_allowed_values(); - void _slow_set_allocated_allowed_values( - ::google::protobuf::Arena* message_arena, ::tensorflow::AttrValue** allowed_values); - ::tensorflow::AttrValue* _slow_release_allowed_values(); - public: - const ::tensorflow::AttrValue& allowed_values() const; - ::tensorflow::AttrValue* mutable_allowed_values(); - ::tensorflow::AttrValue* release_allowed_values(); - void set_allocated_allowed_values(::tensorflow::AttrValue* allowed_values); - ::tensorflow::AttrValue* unsafe_arena_release_allowed_values(); - void unsafe_arena_set_allocated_allowed_values( - ::tensorflow::AttrValue* allowed_values); - - // @@protoc_insertion_point(class_scope:tensorflow.OpDef.AttrDef) - private: - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - friend class ::google::protobuf::Arena; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; - ::google::protobuf::internal::ArenaStringPtr name_; - ::google::protobuf::internal::ArenaStringPtr type_; - ::google::protobuf::internal::ArenaStringPtr description_; - ::tensorflow::AttrValue* default_value_; - ::tensorflow::AttrValue* allowed_values_; - ::google::protobuf::int64 minimum_; - bool has_minimum_; - mutable int _cached_size_; - friend void protobuf_InitDefaults_op_5fdef_2eproto_impl(); - friend void protobuf_AddDesc_op_5fdef_2eproto_impl(); - friend void protobuf_AssignDesc_op_5fdef_2eproto(); - friend void protobuf_ShutdownFile_op_5fdef_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed OpDef_AttrDef_default_instance_; - -// ------------------------------------------------------------------- - -class OpDef : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:tensorflow.OpDef) */ { - public: - OpDef(); - virtual ~OpDef(); - - OpDef(const OpDef& from); - - inline OpDef& operator=(const OpDef& from) { - CopyFrom(from); - return *this; - } - - inline ::google::protobuf::Arena* GetArena() const { return GetArenaNoVirtual(); } - inline void* GetMaybeArenaPointer() const { - return MaybeArenaPtr(); - } - static const ::google::protobuf::Descriptor* descriptor(); - static const OpDef& default_instance(); - - static const OpDef* internal_default_instance(); - - void UnsafeArenaSwap(OpDef* other); - void Swap(OpDef* other); - - // implements Message ---------------------------------------------- - - inline OpDef* New() const { return New(NULL); } - - OpDef* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const OpDef& from); - void MergeFrom(const OpDef& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(OpDef* other); - void UnsafeMergeFrom(const OpDef& from); - protected: - explicit OpDef(::google::protobuf::Arena* arena); - private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::google::protobuf::Arena* arena); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - typedef OpDef_ArgDef ArgDef; - typedef OpDef_AttrDef AttrDef; - - // accessors ------------------------------------------------------- - - // optional string name = 1; - void clear_name(); - static const int kNameFieldNumber = 1; - const ::std::string& name() const; - void set_name(const ::std::string& value); - void set_name(const char* value); - void set_name(const char* value, size_t size); - ::std::string* mutable_name(); - ::std::string* release_name(); - void set_allocated_name(::std::string* name); - ::std::string* unsafe_arena_release_name(); - void unsafe_arena_set_allocated_name( - ::std::string* name); - - // repeated .tensorflow.OpDef.ArgDef input_arg = 2; - int input_arg_size() const; - void clear_input_arg(); - static const int kInputArgFieldNumber = 2; - const ::tensorflow::OpDef_ArgDef& input_arg(int index) const; - ::tensorflow::OpDef_ArgDef* mutable_input_arg(int index); - ::tensorflow::OpDef_ArgDef* add_input_arg(); - ::google::protobuf::RepeatedPtrField< ::tensorflow::OpDef_ArgDef >* - mutable_input_arg(); - const ::google::protobuf::RepeatedPtrField< ::tensorflow::OpDef_ArgDef >& - input_arg() const; - - // repeated .tensorflow.OpDef.ArgDef output_arg = 3; - int output_arg_size() const; - void clear_output_arg(); - static const int kOutputArgFieldNumber = 3; - const ::tensorflow::OpDef_ArgDef& output_arg(int index) const; - ::tensorflow::OpDef_ArgDef* mutable_output_arg(int index); - ::tensorflow::OpDef_ArgDef* add_output_arg(); - ::google::protobuf::RepeatedPtrField< ::tensorflow::OpDef_ArgDef >* - mutable_output_arg(); - const ::google::protobuf::RepeatedPtrField< ::tensorflow::OpDef_ArgDef >& - output_arg() const; - - // repeated .tensorflow.OpDef.AttrDef attr = 4; - int attr_size() const; - void clear_attr(); - static const int kAttrFieldNumber = 4; - const ::tensorflow::OpDef_AttrDef& attr(int index) const; - ::tensorflow::OpDef_AttrDef* mutable_attr(int index); - ::tensorflow::OpDef_AttrDef* add_attr(); - ::google::protobuf::RepeatedPtrField< ::tensorflow::OpDef_AttrDef >* - mutable_attr(); - const ::google::protobuf::RepeatedPtrField< ::tensorflow::OpDef_AttrDef >& - attr() const; - - // optional .tensorflow.OpDeprecation deprecation = 8; - bool has_deprecation() const; - void clear_deprecation(); - static const int kDeprecationFieldNumber = 8; - private: - void _slow_mutable_deprecation(); - void _slow_set_allocated_deprecation( - ::google::protobuf::Arena* message_arena, ::tensorflow::OpDeprecation** deprecation); - ::tensorflow::OpDeprecation* _slow_release_deprecation(); - public: - const ::tensorflow::OpDeprecation& deprecation() const; - ::tensorflow::OpDeprecation* mutable_deprecation(); - ::tensorflow::OpDeprecation* release_deprecation(); - void set_allocated_deprecation(::tensorflow::OpDeprecation* deprecation); - ::tensorflow::OpDeprecation* unsafe_arena_release_deprecation(); - void unsafe_arena_set_allocated_deprecation( - ::tensorflow::OpDeprecation* deprecation); - - // optional string summary = 5; - void clear_summary(); - static const int kSummaryFieldNumber = 5; - const ::std::string& summary() const; - void set_summary(const ::std::string& value); - void set_summary(const char* value); - void set_summary(const char* value, size_t size); - ::std::string* mutable_summary(); - ::std::string* release_summary(); - void set_allocated_summary(::std::string* summary); - ::std::string* unsafe_arena_release_summary(); - void unsafe_arena_set_allocated_summary( - ::std::string* summary); - - // optional string description = 6; - void clear_description(); - static const int kDescriptionFieldNumber = 6; - const ::std::string& description() const; - void set_description(const ::std::string& value); - void set_description(const char* value); - void set_description(const char* value, size_t size); - ::std::string* mutable_description(); - ::std::string* release_description(); - void set_allocated_description(::std::string* description); - ::std::string* unsafe_arena_release_description(); - void unsafe_arena_set_allocated_description( - ::std::string* description); - - // optional bool is_commutative = 18; - void clear_is_commutative(); - static const int kIsCommutativeFieldNumber = 18; - bool is_commutative() const; - void set_is_commutative(bool value); - - // optional bool is_aggregate = 16; - void clear_is_aggregate(); - static const int kIsAggregateFieldNumber = 16; - bool is_aggregate() const; - void set_is_aggregate(bool value); - - // optional bool is_stateful = 17; - void clear_is_stateful(); - static const int kIsStatefulFieldNumber = 17; - bool is_stateful() const; - void set_is_stateful(bool value); - - // optional bool allows_uninitialized_input = 19; - void clear_allows_uninitialized_input(); - static const int kAllowsUninitializedInputFieldNumber = 19; - bool allows_uninitialized_input() const; - void set_allows_uninitialized_input(bool value); - - // @@protoc_insertion_point(class_scope:tensorflow.OpDef) - private: - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - friend class ::google::protobuf::Arena; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; - ::google::protobuf::RepeatedPtrField< ::tensorflow::OpDef_ArgDef > input_arg_; - ::google::protobuf::RepeatedPtrField< ::tensorflow::OpDef_ArgDef > output_arg_; - ::google::protobuf::RepeatedPtrField< ::tensorflow::OpDef_AttrDef > attr_; - ::google::protobuf::internal::ArenaStringPtr name_; - ::google::protobuf::internal::ArenaStringPtr summary_; - ::google::protobuf::internal::ArenaStringPtr description_; - ::tensorflow::OpDeprecation* deprecation_; - bool is_commutative_; - bool is_aggregate_; - bool is_stateful_; - bool allows_uninitialized_input_; - mutable int _cached_size_; - friend void protobuf_InitDefaults_op_5fdef_2eproto_impl(); - friend void protobuf_AddDesc_op_5fdef_2eproto_impl(); - friend void protobuf_AssignDesc_op_5fdef_2eproto(); - friend void protobuf_ShutdownFile_op_5fdef_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed OpDef_default_instance_; - -// ------------------------------------------------------------------- - -class OpDeprecation : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:tensorflow.OpDeprecation) */ { - public: - OpDeprecation(); - virtual ~OpDeprecation(); - - OpDeprecation(const OpDeprecation& from); - - inline OpDeprecation& operator=(const OpDeprecation& from) { - CopyFrom(from); - return *this; - } - - inline ::google::protobuf::Arena* GetArena() const { return GetArenaNoVirtual(); } - inline void* GetMaybeArenaPointer() const { - return MaybeArenaPtr(); - } - static const ::google::protobuf::Descriptor* descriptor(); - static const OpDeprecation& default_instance(); - - static const OpDeprecation* internal_default_instance(); - - void UnsafeArenaSwap(OpDeprecation* other); - void Swap(OpDeprecation* other); - - // implements Message ---------------------------------------------- - - inline OpDeprecation* New() const { return New(NULL); } - - OpDeprecation* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const OpDeprecation& from); - void MergeFrom(const OpDeprecation& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(OpDeprecation* other); - void UnsafeMergeFrom(const OpDeprecation& from); - protected: - explicit OpDeprecation(::google::protobuf::Arena* arena); - private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::google::protobuf::Arena* arena); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional int32 version = 1; - void clear_version(); - static const int kVersionFieldNumber = 1; - ::google::protobuf::int32 version() const; - void set_version(::google::protobuf::int32 value); - - // optional string explanation = 2; - void clear_explanation(); - static const int kExplanationFieldNumber = 2; - const ::std::string& explanation() const; - void set_explanation(const ::std::string& value); - void set_explanation(const char* value); - void set_explanation(const char* value, size_t size); - ::std::string* mutable_explanation(); - ::std::string* release_explanation(); - void set_allocated_explanation(::std::string* explanation); - ::std::string* unsafe_arena_release_explanation(); - void unsafe_arena_set_allocated_explanation( - ::std::string* explanation); - - // @@protoc_insertion_point(class_scope:tensorflow.OpDeprecation) - private: - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - friend class ::google::protobuf::Arena; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; - ::google::protobuf::internal::ArenaStringPtr explanation_; - ::google::protobuf::int32 version_; - mutable int _cached_size_; - friend void protobuf_InitDefaults_op_5fdef_2eproto_impl(); - friend void protobuf_AddDesc_op_5fdef_2eproto_impl(); - friend void protobuf_AssignDesc_op_5fdef_2eproto(); - friend void protobuf_ShutdownFile_op_5fdef_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed OpDeprecation_default_instance_; - -// ------------------------------------------------------------------- - -class OpList : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:tensorflow.OpList) */ { - public: - OpList(); - virtual ~OpList(); - - OpList(const OpList& from); - - inline OpList& operator=(const OpList& from) { - CopyFrom(from); - return *this; - } - - inline ::google::protobuf::Arena* GetArena() const { return GetArenaNoVirtual(); } - inline void* GetMaybeArenaPointer() const { - return MaybeArenaPtr(); - } - static const ::google::protobuf::Descriptor* descriptor(); - static const OpList& default_instance(); - - static const OpList* internal_default_instance(); - - void UnsafeArenaSwap(OpList* other); - void Swap(OpList* other); - - // implements Message ---------------------------------------------- - - inline OpList* New() const { return New(NULL); } - - OpList* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const OpList& from); - void MergeFrom(const OpList& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(OpList* other); - void UnsafeMergeFrom(const OpList& from); - protected: - explicit OpList(::google::protobuf::Arena* arena); - private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::google::protobuf::Arena* arena); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // repeated .tensorflow.OpDef op = 1; - int op_size() const; - void clear_op(); - static const int kOpFieldNumber = 1; - const ::tensorflow::OpDef& op(int index) const; - ::tensorflow::OpDef* mutable_op(int index); - ::tensorflow::OpDef* add_op(); - ::google::protobuf::RepeatedPtrField< ::tensorflow::OpDef >* - mutable_op(); - const ::google::protobuf::RepeatedPtrField< ::tensorflow::OpDef >& - op() const; - - // @@protoc_insertion_point(class_scope:tensorflow.OpList) - private: - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - friend class ::google::protobuf::Arena; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; - ::google::protobuf::RepeatedPtrField< ::tensorflow::OpDef > op_; - mutable int _cached_size_; - friend void protobuf_InitDefaults_op_5fdef_2eproto_impl(); - friend void protobuf_AddDesc_op_5fdef_2eproto_impl(); - friend void protobuf_AssignDesc_op_5fdef_2eproto(); - friend void protobuf_ShutdownFile_op_5fdef_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed OpList_default_instance_; - -// =================================================================== - - -// =================================================================== - -#if !PROTOBUF_INLINE_NOT_IN_HEADERS -// OpDef_ArgDef - -// optional string name = 1; -inline void OpDef_ArgDef::clear_name() { - name_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline const ::std::string& OpDef_ArgDef::name() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.ArgDef.name) - return name_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void OpDef_ArgDef::set_name(const ::std::string& value) { - - name_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.OpDef.ArgDef.name) -} -inline void OpDef_ArgDef::set_name(const char* value) { - - name_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.OpDef.ArgDef.name) -} -inline void OpDef_ArgDef::set_name(const char* value, - size_t size) { - - name_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.OpDef.ArgDef.name) -} -inline ::std::string* OpDef_ArgDef::mutable_name() { - - // @@protoc_insertion_point(field_mutable:tensorflow.OpDef.ArgDef.name) - return name_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline ::std::string* OpDef_ArgDef::release_name() { - // @@protoc_insertion_point(field_release:tensorflow.OpDef.ArgDef.name) - - return name_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline ::std::string* OpDef_ArgDef::unsafe_arena_release_name() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.OpDef.ArgDef.name) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - - return name_.UnsafeArenaRelease(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); -} -inline void OpDef_ArgDef::set_allocated_name(::std::string* name) { - if (name != NULL) { - - } else { - - } - name_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), name, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_allocated:tensorflow.OpDef.ArgDef.name) -} -inline void OpDef_ArgDef::unsafe_arena_set_allocated_name( - ::std::string* name) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (name != NULL) { - - } else { - - } - name_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - name, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.OpDef.ArgDef.name) -} - -// optional string description = 2; -inline void OpDef_ArgDef::clear_description() { - description_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline const ::std::string& OpDef_ArgDef::description() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.ArgDef.description) - return description_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void OpDef_ArgDef::set_description(const ::std::string& value) { - - description_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.OpDef.ArgDef.description) -} -inline void OpDef_ArgDef::set_description(const char* value) { - - description_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.OpDef.ArgDef.description) -} -inline void OpDef_ArgDef::set_description(const char* value, - size_t size) { - - description_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.OpDef.ArgDef.description) -} -inline ::std::string* OpDef_ArgDef::mutable_description() { - - // @@protoc_insertion_point(field_mutable:tensorflow.OpDef.ArgDef.description) - return description_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline ::std::string* OpDef_ArgDef::release_description() { - // @@protoc_insertion_point(field_release:tensorflow.OpDef.ArgDef.description) - - return description_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline ::std::string* OpDef_ArgDef::unsafe_arena_release_description() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.OpDef.ArgDef.description) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - - return description_.UnsafeArenaRelease(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); -} -inline void OpDef_ArgDef::set_allocated_description(::std::string* description) { - if (description != NULL) { - - } else { - - } - description_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), description, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_allocated:tensorflow.OpDef.ArgDef.description) -} -inline void OpDef_ArgDef::unsafe_arena_set_allocated_description( - ::std::string* description) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (description != NULL) { - - } else { - - } - description_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - description, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.OpDef.ArgDef.description) -} - -// optional .tensorflow.DataType type = 3; -inline void OpDef_ArgDef::clear_type() { - type_ = 0; -} -inline ::tensorflow::DataType OpDef_ArgDef::type() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.ArgDef.type) - return static_cast< ::tensorflow::DataType >(type_); -} -inline void OpDef_ArgDef::set_type(::tensorflow::DataType value) { - - type_ = value; - // @@protoc_insertion_point(field_set:tensorflow.OpDef.ArgDef.type) -} - -// optional string type_attr = 4; -inline void OpDef_ArgDef::clear_type_attr() { - type_attr_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline const ::std::string& OpDef_ArgDef::type_attr() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.ArgDef.type_attr) - return type_attr_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void OpDef_ArgDef::set_type_attr(const ::std::string& value) { - - type_attr_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.OpDef.ArgDef.type_attr) -} -inline void OpDef_ArgDef::set_type_attr(const char* value) { - - type_attr_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.OpDef.ArgDef.type_attr) -} -inline void OpDef_ArgDef::set_type_attr(const char* value, - size_t size) { - - type_attr_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.OpDef.ArgDef.type_attr) -} -inline ::std::string* OpDef_ArgDef::mutable_type_attr() { - - // @@protoc_insertion_point(field_mutable:tensorflow.OpDef.ArgDef.type_attr) - return type_attr_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline ::std::string* OpDef_ArgDef::release_type_attr() { - // @@protoc_insertion_point(field_release:tensorflow.OpDef.ArgDef.type_attr) - - return type_attr_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline ::std::string* OpDef_ArgDef::unsafe_arena_release_type_attr() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.OpDef.ArgDef.type_attr) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - - return type_attr_.UnsafeArenaRelease(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); -} -inline void OpDef_ArgDef::set_allocated_type_attr(::std::string* type_attr) { - if (type_attr != NULL) { - - } else { - - } - type_attr_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), type_attr, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_allocated:tensorflow.OpDef.ArgDef.type_attr) -} -inline void OpDef_ArgDef::unsafe_arena_set_allocated_type_attr( - ::std::string* type_attr) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (type_attr != NULL) { - - } else { - - } - type_attr_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - type_attr, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.OpDef.ArgDef.type_attr) -} - -// optional string number_attr = 5; -inline void OpDef_ArgDef::clear_number_attr() { - number_attr_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline const ::std::string& OpDef_ArgDef::number_attr() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.ArgDef.number_attr) - return number_attr_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void OpDef_ArgDef::set_number_attr(const ::std::string& value) { - - number_attr_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.OpDef.ArgDef.number_attr) -} -inline void OpDef_ArgDef::set_number_attr(const char* value) { - - number_attr_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.OpDef.ArgDef.number_attr) -} -inline void OpDef_ArgDef::set_number_attr(const char* value, - size_t size) { - - number_attr_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.OpDef.ArgDef.number_attr) -} -inline ::std::string* OpDef_ArgDef::mutable_number_attr() { - - // @@protoc_insertion_point(field_mutable:tensorflow.OpDef.ArgDef.number_attr) - return number_attr_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline ::std::string* OpDef_ArgDef::release_number_attr() { - // @@protoc_insertion_point(field_release:tensorflow.OpDef.ArgDef.number_attr) - - return number_attr_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline ::std::string* OpDef_ArgDef::unsafe_arena_release_number_attr() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.OpDef.ArgDef.number_attr) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - - return number_attr_.UnsafeArenaRelease(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); -} -inline void OpDef_ArgDef::set_allocated_number_attr(::std::string* number_attr) { - if (number_attr != NULL) { - - } else { - - } - number_attr_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), number_attr, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_allocated:tensorflow.OpDef.ArgDef.number_attr) -} -inline void OpDef_ArgDef::unsafe_arena_set_allocated_number_attr( - ::std::string* number_attr) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (number_attr != NULL) { - - } else { - - } - number_attr_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - number_attr, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.OpDef.ArgDef.number_attr) -} - -// optional string type_list_attr = 6; -inline void OpDef_ArgDef::clear_type_list_attr() { - type_list_attr_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline const ::std::string& OpDef_ArgDef::type_list_attr() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.ArgDef.type_list_attr) - return type_list_attr_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void OpDef_ArgDef::set_type_list_attr(const ::std::string& value) { - - type_list_attr_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.OpDef.ArgDef.type_list_attr) -} -inline void OpDef_ArgDef::set_type_list_attr(const char* value) { - - type_list_attr_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.OpDef.ArgDef.type_list_attr) -} -inline void OpDef_ArgDef::set_type_list_attr(const char* value, - size_t size) { - - type_list_attr_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.OpDef.ArgDef.type_list_attr) -} -inline ::std::string* OpDef_ArgDef::mutable_type_list_attr() { - - // @@protoc_insertion_point(field_mutable:tensorflow.OpDef.ArgDef.type_list_attr) - return type_list_attr_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline ::std::string* OpDef_ArgDef::release_type_list_attr() { - // @@protoc_insertion_point(field_release:tensorflow.OpDef.ArgDef.type_list_attr) - - return type_list_attr_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline ::std::string* OpDef_ArgDef::unsafe_arena_release_type_list_attr() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.OpDef.ArgDef.type_list_attr) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - - return type_list_attr_.UnsafeArenaRelease(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); -} -inline void OpDef_ArgDef::set_allocated_type_list_attr(::std::string* type_list_attr) { - if (type_list_attr != NULL) { - - } else { - - } - type_list_attr_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), type_list_attr, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_allocated:tensorflow.OpDef.ArgDef.type_list_attr) -} -inline void OpDef_ArgDef::unsafe_arena_set_allocated_type_list_attr( - ::std::string* type_list_attr) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (type_list_attr != NULL) { - - } else { - - } - type_list_attr_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - type_list_attr, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.OpDef.ArgDef.type_list_attr) -} - -// optional bool is_ref = 16; -inline void OpDef_ArgDef::clear_is_ref() { - is_ref_ = false; -} -inline bool OpDef_ArgDef::is_ref() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.ArgDef.is_ref) - return is_ref_; -} -inline void OpDef_ArgDef::set_is_ref(bool value) { - - is_ref_ = value; - // @@protoc_insertion_point(field_set:tensorflow.OpDef.ArgDef.is_ref) -} - -inline const OpDef_ArgDef* OpDef_ArgDef::internal_default_instance() { - return &OpDef_ArgDef_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// OpDef_AttrDef - -// optional string name = 1; -inline void OpDef_AttrDef::clear_name() { - name_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline const ::std::string& OpDef_AttrDef::name() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.AttrDef.name) - return name_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void OpDef_AttrDef::set_name(const ::std::string& value) { - - name_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.OpDef.AttrDef.name) -} -inline void OpDef_AttrDef::set_name(const char* value) { - - name_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.OpDef.AttrDef.name) -} -inline void OpDef_AttrDef::set_name(const char* value, - size_t size) { - - name_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.OpDef.AttrDef.name) -} -inline ::std::string* OpDef_AttrDef::mutable_name() { - - // @@protoc_insertion_point(field_mutable:tensorflow.OpDef.AttrDef.name) - return name_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline ::std::string* OpDef_AttrDef::release_name() { - // @@protoc_insertion_point(field_release:tensorflow.OpDef.AttrDef.name) - - return name_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline ::std::string* OpDef_AttrDef::unsafe_arena_release_name() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.OpDef.AttrDef.name) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - - return name_.UnsafeArenaRelease(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); -} -inline void OpDef_AttrDef::set_allocated_name(::std::string* name) { - if (name != NULL) { - - } else { - - } - name_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), name, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_allocated:tensorflow.OpDef.AttrDef.name) -} -inline void OpDef_AttrDef::unsafe_arena_set_allocated_name( - ::std::string* name) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (name != NULL) { - - } else { - - } - name_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - name, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.OpDef.AttrDef.name) -} - -// optional string type = 2; -inline void OpDef_AttrDef::clear_type() { - type_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline const ::std::string& OpDef_AttrDef::type() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.AttrDef.type) - return type_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void OpDef_AttrDef::set_type(const ::std::string& value) { - - type_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.OpDef.AttrDef.type) -} -inline void OpDef_AttrDef::set_type(const char* value) { - - type_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.OpDef.AttrDef.type) -} -inline void OpDef_AttrDef::set_type(const char* value, - size_t size) { - - type_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.OpDef.AttrDef.type) -} -inline ::std::string* OpDef_AttrDef::mutable_type() { - - // @@protoc_insertion_point(field_mutable:tensorflow.OpDef.AttrDef.type) - return type_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline ::std::string* OpDef_AttrDef::release_type() { - // @@protoc_insertion_point(field_release:tensorflow.OpDef.AttrDef.type) - - return type_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline ::std::string* OpDef_AttrDef::unsafe_arena_release_type() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.OpDef.AttrDef.type) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - - return type_.UnsafeArenaRelease(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); -} -inline void OpDef_AttrDef::set_allocated_type(::std::string* type) { - if (type != NULL) { - - } else { - - } - type_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), type, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_allocated:tensorflow.OpDef.AttrDef.type) -} -inline void OpDef_AttrDef::unsafe_arena_set_allocated_type( - ::std::string* type) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (type != NULL) { - - } else { - - } - type_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - type, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.OpDef.AttrDef.type) -} - -// optional .tensorflow.AttrValue default_value = 3; -inline bool OpDef_AttrDef::has_default_value() const { - return this != internal_default_instance() && default_value_ != NULL; -} -inline void OpDef_AttrDef::clear_default_value() { - if (GetArenaNoVirtual() == NULL && default_value_ != NULL) delete default_value_; - default_value_ = NULL; -} -inline const ::tensorflow::AttrValue& OpDef_AttrDef::default_value() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.AttrDef.default_value) - return default_value_ != NULL ? *default_value_ - : *::tensorflow::AttrValue::internal_default_instance(); -} -inline ::tensorflow::AttrValue* OpDef_AttrDef::mutable_default_value() { - - if (default_value_ == NULL) { - _slow_mutable_default_value(); - } - // @@protoc_insertion_point(field_mutable:tensorflow.OpDef.AttrDef.default_value) - return default_value_; -} -inline ::tensorflow::AttrValue* OpDef_AttrDef::release_default_value() { - // @@protoc_insertion_point(field_release:tensorflow.OpDef.AttrDef.default_value) - - if (GetArenaNoVirtual() != NULL) { - return _slow_release_default_value(); - } else { - ::tensorflow::AttrValue* temp = default_value_; - default_value_ = NULL; - return temp; - } -} -inline void OpDef_AttrDef::set_allocated_default_value(::tensorflow::AttrValue* default_value) { - ::google::protobuf::Arena* message_arena = GetArenaNoVirtual(); - if (message_arena == NULL) { - delete default_value_; - } - if (default_value != NULL) { - _slow_set_allocated_default_value(message_arena, &default_value); - } - default_value_ = default_value; - if (default_value) { - - } else { - - } - // @@protoc_insertion_point(field_set_allocated:tensorflow.OpDef.AttrDef.default_value) -} - -// optional string description = 4; -inline void OpDef_AttrDef::clear_description() { - description_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline const ::std::string& OpDef_AttrDef::description() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.AttrDef.description) - return description_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void OpDef_AttrDef::set_description(const ::std::string& value) { - - description_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.OpDef.AttrDef.description) -} -inline void OpDef_AttrDef::set_description(const char* value) { - - description_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.OpDef.AttrDef.description) -} -inline void OpDef_AttrDef::set_description(const char* value, - size_t size) { - - description_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.OpDef.AttrDef.description) -} -inline ::std::string* OpDef_AttrDef::mutable_description() { - - // @@protoc_insertion_point(field_mutable:tensorflow.OpDef.AttrDef.description) - return description_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline ::std::string* OpDef_AttrDef::release_description() { - // @@protoc_insertion_point(field_release:tensorflow.OpDef.AttrDef.description) - - return description_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline ::std::string* OpDef_AttrDef::unsafe_arena_release_description() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.OpDef.AttrDef.description) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - - return description_.UnsafeArenaRelease(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); -} -inline void OpDef_AttrDef::set_allocated_description(::std::string* description) { - if (description != NULL) { - - } else { - - } - description_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), description, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_allocated:tensorflow.OpDef.AttrDef.description) -} -inline void OpDef_AttrDef::unsafe_arena_set_allocated_description( - ::std::string* description) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (description != NULL) { - - } else { - - } - description_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - description, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.OpDef.AttrDef.description) -} - -// optional bool has_minimum = 5; -inline void OpDef_AttrDef::clear_has_minimum() { - has_minimum_ = false; -} -inline bool OpDef_AttrDef::has_minimum() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.AttrDef.has_minimum) - return has_minimum_; -} -inline void OpDef_AttrDef::set_has_minimum(bool value) { - - has_minimum_ = value; - // @@protoc_insertion_point(field_set:tensorflow.OpDef.AttrDef.has_minimum) -} - -// optional int64 minimum = 6; -inline void OpDef_AttrDef::clear_minimum() { - minimum_ = GOOGLE_LONGLONG(0); -} -inline ::google::protobuf::int64 OpDef_AttrDef::minimum() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.AttrDef.minimum) - return minimum_; -} -inline void OpDef_AttrDef::set_minimum(::google::protobuf::int64 value) { - - minimum_ = value; - // @@protoc_insertion_point(field_set:tensorflow.OpDef.AttrDef.minimum) -} - -// optional .tensorflow.AttrValue allowed_values = 7; -inline bool OpDef_AttrDef::has_allowed_values() const { - return this != internal_default_instance() && allowed_values_ != NULL; -} -inline void OpDef_AttrDef::clear_allowed_values() { - if (GetArenaNoVirtual() == NULL && allowed_values_ != NULL) delete allowed_values_; - allowed_values_ = NULL; -} -inline const ::tensorflow::AttrValue& OpDef_AttrDef::allowed_values() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.AttrDef.allowed_values) - return allowed_values_ != NULL ? *allowed_values_ - : *::tensorflow::AttrValue::internal_default_instance(); -} -inline ::tensorflow::AttrValue* OpDef_AttrDef::mutable_allowed_values() { - - if (allowed_values_ == NULL) { - _slow_mutable_allowed_values(); - } - // @@protoc_insertion_point(field_mutable:tensorflow.OpDef.AttrDef.allowed_values) - return allowed_values_; -} -inline ::tensorflow::AttrValue* OpDef_AttrDef::release_allowed_values() { - // @@protoc_insertion_point(field_release:tensorflow.OpDef.AttrDef.allowed_values) - - if (GetArenaNoVirtual() != NULL) { - return _slow_release_allowed_values(); - } else { - ::tensorflow::AttrValue* temp = allowed_values_; - allowed_values_ = NULL; - return temp; - } -} -inline void OpDef_AttrDef::set_allocated_allowed_values(::tensorflow::AttrValue* allowed_values) { - ::google::protobuf::Arena* message_arena = GetArenaNoVirtual(); - if (message_arena == NULL) { - delete allowed_values_; - } - if (allowed_values != NULL) { - _slow_set_allocated_allowed_values(message_arena, &allowed_values); - } - allowed_values_ = allowed_values; - if (allowed_values) { - - } else { - - } - // @@protoc_insertion_point(field_set_allocated:tensorflow.OpDef.AttrDef.allowed_values) -} - -inline const OpDef_AttrDef* OpDef_AttrDef::internal_default_instance() { - return &OpDef_AttrDef_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// OpDef - -// optional string name = 1; -inline void OpDef::clear_name() { - name_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline const ::std::string& OpDef::name() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.name) - return name_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void OpDef::set_name(const ::std::string& value) { - - name_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.OpDef.name) -} -inline void OpDef::set_name(const char* value) { - - name_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.OpDef.name) -} -inline void OpDef::set_name(const char* value, - size_t size) { - - name_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.OpDef.name) -} -inline ::std::string* OpDef::mutable_name() { - - // @@protoc_insertion_point(field_mutable:tensorflow.OpDef.name) - return name_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline ::std::string* OpDef::release_name() { - // @@protoc_insertion_point(field_release:tensorflow.OpDef.name) - - return name_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline ::std::string* OpDef::unsafe_arena_release_name() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.OpDef.name) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - - return name_.UnsafeArenaRelease(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); -} -inline void OpDef::set_allocated_name(::std::string* name) { - if (name != NULL) { - - } else { - - } - name_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), name, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_allocated:tensorflow.OpDef.name) -} -inline void OpDef::unsafe_arena_set_allocated_name( - ::std::string* name) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (name != NULL) { - - } else { - - } - name_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - name, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.OpDef.name) -} - -// repeated .tensorflow.OpDef.ArgDef input_arg = 2; -inline int OpDef::input_arg_size() const { - return input_arg_.size(); -} -inline void OpDef::clear_input_arg() { - input_arg_.Clear(); -} -inline const ::tensorflow::OpDef_ArgDef& OpDef::input_arg(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.input_arg) - return input_arg_.Get(index); -} -inline ::tensorflow::OpDef_ArgDef* OpDef::mutable_input_arg(int index) { - // @@protoc_insertion_point(field_mutable:tensorflow.OpDef.input_arg) - return input_arg_.Mutable(index); -} -inline ::tensorflow::OpDef_ArgDef* OpDef::add_input_arg() { - // @@protoc_insertion_point(field_add:tensorflow.OpDef.input_arg) - return input_arg_.Add(); -} -inline ::google::protobuf::RepeatedPtrField< ::tensorflow::OpDef_ArgDef >* -OpDef::mutable_input_arg() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.OpDef.input_arg) - return &input_arg_; -} -inline const ::google::protobuf::RepeatedPtrField< ::tensorflow::OpDef_ArgDef >& -OpDef::input_arg() const { - // @@protoc_insertion_point(field_list:tensorflow.OpDef.input_arg) - return input_arg_; -} - -// repeated .tensorflow.OpDef.ArgDef output_arg = 3; -inline int OpDef::output_arg_size() const { - return output_arg_.size(); -} -inline void OpDef::clear_output_arg() { - output_arg_.Clear(); -} -inline const ::tensorflow::OpDef_ArgDef& OpDef::output_arg(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.output_arg) - return output_arg_.Get(index); -} -inline ::tensorflow::OpDef_ArgDef* OpDef::mutable_output_arg(int index) { - // @@protoc_insertion_point(field_mutable:tensorflow.OpDef.output_arg) - return output_arg_.Mutable(index); -} -inline ::tensorflow::OpDef_ArgDef* OpDef::add_output_arg() { - // @@protoc_insertion_point(field_add:tensorflow.OpDef.output_arg) - return output_arg_.Add(); -} -inline ::google::protobuf::RepeatedPtrField< ::tensorflow::OpDef_ArgDef >* -OpDef::mutable_output_arg() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.OpDef.output_arg) - return &output_arg_; -} -inline const ::google::protobuf::RepeatedPtrField< ::tensorflow::OpDef_ArgDef >& -OpDef::output_arg() const { - // @@protoc_insertion_point(field_list:tensorflow.OpDef.output_arg) - return output_arg_; -} - -// repeated .tensorflow.OpDef.AttrDef attr = 4; -inline int OpDef::attr_size() const { - return attr_.size(); -} -inline void OpDef::clear_attr() { - attr_.Clear(); -} -inline const ::tensorflow::OpDef_AttrDef& OpDef::attr(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.attr) - return attr_.Get(index); -} -inline ::tensorflow::OpDef_AttrDef* OpDef::mutable_attr(int index) { - // @@protoc_insertion_point(field_mutable:tensorflow.OpDef.attr) - return attr_.Mutable(index); -} -inline ::tensorflow::OpDef_AttrDef* OpDef::add_attr() { - // @@protoc_insertion_point(field_add:tensorflow.OpDef.attr) - return attr_.Add(); -} -inline ::google::protobuf::RepeatedPtrField< ::tensorflow::OpDef_AttrDef >* -OpDef::mutable_attr() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.OpDef.attr) - return &attr_; -} -inline const ::google::protobuf::RepeatedPtrField< ::tensorflow::OpDef_AttrDef >& -OpDef::attr() const { - // @@protoc_insertion_point(field_list:tensorflow.OpDef.attr) - return attr_; -} - -// optional .tensorflow.OpDeprecation deprecation = 8; -inline bool OpDef::has_deprecation() const { - return this != internal_default_instance() && deprecation_ != NULL; -} -inline void OpDef::clear_deprecation() { - if (GetArenaNoVirtual() == NULL && deprecation_ != NULL) delete deprecation_; - deprecation_ = NULL; -} -inline const ::tensorflow::OpDeprecation& OpDef::deprecation() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.deprecation) - return deprecation_ != NULL ? *deprecation_ - : *::tensorflow::OpDeprecation::internal_default_instance(); -} -inline ::tensorflow::OpDeprecation* OpDef::mutable_deprecation() { - - if (deprecation_ == NULL) { - _slow_mutable_deprecation(); - } - // @@protoc_insertion_point(field_mutable:tensorflow.OpDef.deprecation) - return deprecation_; -} -inline ::tensorflow::OpDeprecation* OpDef::release_deprecation() { - // @@protoc_insertion_point(field_release:tensorflow.OpDef.deprecation) - - if (GetArenaNoVirtual() != NULL) { - return _slow_release_deprecation(); - } else { - ::tensorflow::OpDeprecation* temp = deprecation_; - deprecation_ = NULL; - return temp; - } -} -inline void OpDef::set_allocated_deprecation(::tensorflow::OpDeprecation* deprecation) { - ::google::protobuf::Arena* message_arena = GetArenaNoVirtual(); - if (message_arena == NULL) { - delete deprecation_; - } - if (deprecation != NULL) { - _slow_set_allocated_deprecation(message_arena, &deprecation); - } - deprecation_ = deprecation; - if (deprecation) { - - } else { - - } - // @@protoc_insertion_point(field_set_allocated:tensorflow.OpDef.deprecation) -} - -// optional string summary = 5; -inline void OpDef::clear_summary() { - summary_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline const ::std::string& OpDef::summary() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.summary) - return summary_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void OpDef::set_summary(const ::std::string& value) { - - summary_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.OpDef.summary) -} -inline void OpDef::set_summary(const char* value) { - - summary_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.OpDef.summary) -} -inline void OpDef::set_summary(const char* value, - size_t size) { - - summary_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.OpDef.summary) -} -inline ::std::string* OpDef::mutable_summary() { - - // @@protoc_insertion_point(field_mutable:tensorflow.OpDef.summary) - return summary_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline ::std::string* OpDef::release_summary() { - // @@protoc_insertion_point(field_release:tensorflow.OpDef.summary) - - return summary_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline ::std::string* OpDef::unsafe_arena_release_summary() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.OpDef.summary) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - - return summary_.UnsafeArenaRelease(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); -} -inline void OpDef::set_allocated_summary(::std::string* summary) { - if (summary != NULL) { - - } else { - - } - summary_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), summary, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_allocated:tensorflow.OpDef.summary) -} -inline void OpDef::unsafe_arena_set_allocated_summary( - ::std::string* summary) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (summary != NULL) { - - } else { - - } - summary_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - summary, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.OpDef.summary) -} - -// optional string description = 6; -inline void OpDef::clear_description() { - description_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline const ::std::string& OpDef::description() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.description) - return description_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void OpDef::set_description(const ::std::string& value) { - - description_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.OpDef.description) -} -inline void OpDef::set_description(const char* value) { - - description_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.OpDef.description) -} -inline void OpDef::set_description(const char* value, - size_t size) { - - description_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.OpDef.description) -} -inline ::std::string* OpDef::mutable_description() { - - // @@protoc_insertion_point(field_mutable:tensorflow.OpDef.description) - return description_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline ::std::string* OpDef::release_description() { - // @@protoc_insertion_point(field_release:tensorflow.OpDef.description) - - return description_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline ::std::string* OpDef::unsafe_arena_release_description() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.OpDef.description) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - - return description_.UnsafeArenaRelease(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); -} -inline void OpDef::set_allocated_description(::std::string* description) { - if (description != NULL) { - - } else { - - } - description_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), description, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_allocated:tensorflow.OpDef.description) -} -inline void OpDef::unsafe_arena_set_allocated_description( - ::std::string* description) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (description != NULL) { - - } else { - - } - description_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - description, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.OpDef.description) -} - -// optional bool is_commutative = 18; -inline void OpDef::clear_is_commutative() { - is_commutative_ = false; -} -inline bool OpDef::is_commutative() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.is_commutative) - return is_commutative_; -} -inline void OpDef::set_is_commutative(bool value) { - - is_commutative_ = value; - // @@protoc_insertion_point(field_set:tensorflow.OpDef.is_commutative) -} - -// optional bool is_aggregate = 16; -inline void OpDef::clear_is_aggregate() { - is_aggregate_ = false; -} -inline bool OpDef::is_aggregate() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.is_aggregate) - return is_aggregate_; -} -inline void OpDef::set_is_aggregate(bool value) { - - is_aggregate_ = value; - // @@protoc_insertion_point(field_set:tensorflow.OpDef.is_aggregate) -} - -// optional bool is_stateful = 17; -inline void OpDef::clear_is_stateful() { - is_stateful_ = false; -} -inline bool OpDef::is_stateful() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.is_stateful) - return is_stateful_; -} -inline void OpDef::set_is_stateful(bool value) { - - is_stateful_ = value; - // @@protoc_insertion_point(field_set:tensorflow.OpDef.is_stateful) -} - -// optional bool allows_uninitialized_input = 19; -inline void OpDef::clear_allows_uninitialized_input() { - allows_uninitialized_input_ = false; -} -inline bool OpDef::allows_uninitialized_input() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDef.allows_uninitialized_input) - return allows_uninitialized_input_; -} -inline void OpDef::set_allows_uninitialized_input(bool value) { - - allows_uninitialized_input_ = value; - // @@protoc_insertion_point(field_set:tensorflow.OpDef.allows_uninitialized_input) -} - -inline const OpDef* OpDef::internal_default_instance() { - return &OpDef_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// OpDeprecation - -// optional int32 version = 1; -inline void OpDeprecation::clear_version() { - version_ = 0; -} -inline ::google::protobuf::int32 OpDeprecation::version() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDeprecation.version) - return version_; -} -inline void OpDeprecation::set_version(::google::protobuf::int32 value) { - - version_ = value; - // @@protoc_insertion_point(field_set:tensorflow.OpDeprecation.version) -} - -// optional string explanation = 2; -inline void OpDeprecation::clear_explanation() { - explanation_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline const ::std::string& OpDeprecation::explanation() const { - // @@protoc_insertion_point(field_get:tensorflow.OpDeprecation.explanation) - return explanation_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void OpDeprecation::set_explanation(const ::std::string& value) { - - explanation_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.OpDeprecation.explanation) -} -inline void OpDeprecation::set_explanation(const char* value) { - - explanation_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.OpDeprecation.explanation) -} -inline void OpDeprecation::set_explanation(const char* value, - size_t size) { - - explanation_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.OpDeprecation.explanation) -} -inline ::std::string* OpDeprecation::mutable_explanation() { - - // @@protoc_insertion_point(field_mutable:tensorflow.OpDeprecation.explanation) - return explanation_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline ::std::string* OpDeprecation::release_explanation() { - // @@protoc_insertion_point(field_release:tensorflow.OpDeprecation.explanation) - - return explanation_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline ::std::string* OpDeprecation::unsafe_arena_release_explanation() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.OpDeprecation.explanation) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - - return explanation_.UnsafeArenaRelease(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); -} -inline void OpDeprecation::set_allocated_explanation(::std::string* explanation) { - if (explanation != NULL) { - - } else { - - } - explanation_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), explanation, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_allocated:tensorflow.OpDeprecation.explanation) -} -inline void OpDeprecation::unsafe_arena_set_allocated_explanation( - ::std::string* explanation) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (explanation != NULL) { - - } else { - - } - explanation_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - explanation, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.OpDeprecation.explanation) -} - -inline const OpDeprecation* OpDeprecation::internal_default_instance() { - return &OpDeprecation_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// OpList - -// repeated .tensorflow.OpDef op = 1; -inline int OpList::op_size() const { - return op_.size(); -} -inline void OpList::clear_op() { - op_.Clear(); -} -inline const ::tensorflow::OpDef& OpList::op(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.OpList.op) - return op_.Get(index); -} -inline ::tensorflow::OpDef* OpList::mutable_op(int index) { - // @@protoc_insertion_point(field_mutable:tensorflow.OpList.op) - return op_.Mutable(index); -} -inline ::tensorflow::OpDef* OpList::add_op() { - // @@protoc_insertion_point(field_add:tensorflow.OpList.op) - return op_.Add(); -} -inline ::google::protobuf::RepeatedPtrField< ::tensorflow::OpDef >* -OpList::mutable_op() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.OpList.op) - return &op_; -} -inline const ::google::protobuf::RepeatedPtrField< ::tensorflow::OpDef >& -OpList::op() const { - // @@protoc_insertion_point(field_list:tensorflow.OpList.op) - return op_; -} - -inline const OpList* OpList::internal_default_instance() { - return &OpList_default_instance_.get(); -} -#endif // !PROTOBUF_INLINE_NOT_IN_HEADERS -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - -// ------------------------------------------------------------------- - - -// @@protoc_insertion_point(namespace_scope) - -} // namespace tensorflow - -// @@protoc_insertion_point(global_scope) - -#endif // PROTOBUF_op_5fdef_2eproto__INCLUDED diff --git a/modules/dnn/misc/tensorflow/tensor.pb.cc b/modules/dnn/misc/tensorflow/tensor.pb.cc deleted file mode 100644 index e9851095b..000000000 --- a/modules/dnn/misc/tensorflow/tensor.pb.cc +++ /dev/null @@ -1,1596 +0,0 @@ -// Generated by the protocol buffer compiler. DO NOT EDIT! -// source: tensor.proto - -#define INTERNAL_SUPPRESS_PROTOBUF_FIELD_DEPRECATION -#include "tensor.pb.h" - -#include - -#include -#include -#include -#include -#include -#include -#include -#include -#include -// @@protoc_insertion_point(includes) - -namespace tensorflow { - -namespace { - -const ::google::protobuf::Descriptor* TensorProto_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - TensorProto_reflection_ = NULL; - -} // namespace - - -void protobuf_AssignDesc_tensor_2eproto() GOOGLE_ATTRIBUTE_COLD; -void protobuf_AssignDesc_tensor_2eproto() { - protobuf_AddDesc_tensor_2eproto(); - const ::google::protobuf::FileDescriptor* file = - ::google::protobuf::DescriptorPool::generated_pool()->FindFileByName( - "tensor.proto"); - GOOGLE_CHECK(file != NULL); - TensorProto_descriptor_ = file->message_type(0); - static const int TensorProto_offsets_[13] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TensorProto, dtype_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TensorProto, tensor_shape_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TensorProto, version_number_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TensorProto, tensor_content_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TensorProto, half_val_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TensorProto, float_val_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TensorProto, double_val_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TensorProto, int_val_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TensorProto, string_val_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TensorProto, scomplex_val_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TensorProto, int64_val_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TensorProto, bool_val_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TensorProto, dcomplex_val_), - }; - TensorProto_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - TensorProto_descriptor_, - TensorProto::internal_default_instance(), - TensorProto_offsets_, - -1, - -1, - -1, - sizeof(TensorProto), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TensorProto, _internal_metadata_)); -} - -namespace { - -GOOGLE_PROTOBUF_DECLARE_ONCE(protobuf_AssignDescriptors_once_); -void protobuf_AssignDescriptorsOnce() { - ::google::protobuf::GoogleOnceInit(&protobuf_AssignDescriptors_once_, - &protobuf_AssignDesc_tensor_2eproto); -} - -void protobuf_RegisterTypes(const ::std::string&) GOOGLE_ATTRIBUTE_COLD; -void protobuf_RegisterTypes(const ::std::string&) { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - TensorProto_descriptor_, TensorProto::internal_default_instance()); -} - -} // namespace - -void protobuf_ShutdownFile_tensor_2eproto() { - TensorProto_default_instance_.Shutdown(); - delete TensorProto_reflection_; -} - -void protobuf_InitDefaults_tensor_2eproto_impl() { - GOOGLE_PROTOBUF_VERIFY_VERSION; - - ::tensorflow::protobuf_InitDefaults_tensor_5fshape_2eproto(); - ::tensorflow::protobuf_InitDefaults_types_2eproto(); - ::google::protobuf::internal::GetEmptyString(); - TensorProto_default_instance_.DefaultConstruct(); - TensorProto_default_instance_.get_mutable()->InitAsDefaultInstance(); -} - -GOOGLE_PROTOBUF_DECLARE_ONCE(protobuf_InitDefaults_tensor_2eproto_once_); -void protobuf_InitDefaults_tensor_2eproto() { - ::google::protobuf::GoogleOnceInit(&protobuf_InitDefaults_tensor_2eproto_once_, - &protobuf_InitDefaults_tensor_2eproto_impl); -} -void protobuf_AddDesc_tensor_2eproto_impl() { - GOOGLE_PROTOBUF_VERIFY_VERSION; - - protobuf_InitDefaults_tensor_2eproto(); - ::google::protobuf::DescriptorPool::InternalAddGeneratedFile( - "\n\014tensor.proto\022\ntensorflow\032\022tensor_shape" - ".proto\032\013types.proto\"\345\002\n\013TensorProto\022#\n\005d" - "type\030\001 \001(\0162\024.tensorflow.DataType\0222\n\014tens" - "or_shape\030\002 \001(\0132\034.tensorflow.TensorShapeP" - "roto\022\026\n\016version_number\030\003 \001(\005\022\026\n\016tensor_c" - "ontent\030\004 \001(\014\022\024\n\010half_val\030\r \003(\005B\002\020\001\022\025\n\tfl" - "oat_val\030\005 \003(\002B\002\020\001\022\026\n\ndouble_val\030\006 \003(\001B\002\020" - "\001\022\023\n\007int_val\030\007 \003(\005B\002\020\001\022\022\n\nstring_val\030\010 \003" - "(\014\022\030\n\014scomplex_val\030\t \003(\002B\002\020\001\022\025\n\tint64_va" - "l\030\n \003(\003B\002\020\001\022\024\n\010bool_val\030\013 \003(\010B\002\020\001\022\030\n\014dco" - "mplex_val\030\014 \003(\001B\002\020\001B-\n\030org.tensorflow.fr" - "ameworkB\014TensorProtosP\001\370\001\001b\006proto3", 474); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedFile( - "tensor.proto", &protobuf_RegisterTypes); - ::tensorflow::protobuf_AddDesc_tensor_5fshape_2eproto(); - ::tensorflow::protobuf_AddDesc_types_2eproto(); - ::google::protobuf::internal::OnShutdown(&protobuf_ShutdownFile_tensor_2eproto); -} - -GOOGLE_PROTOBUF_DECLARE_ONCE(protobuf_AddDesc_tensor_2eproto_once_); -void protobuf_AddDesc_tensor_2eproto() { - ::google::protobuf::GoogleOnceInit(&protobuf_AddDesc_tensor_2eproto_once_, - &protobuf_AddDesc_tensor_2eproto_impl); -} -// Force AddDescriptors() to be called at static initialization time. -struct StaticDescriptorInitializer_tensor_2eproto { - StaticDescriptorInitializer_tensor_2eproto() { - protobuf_AddDesc_tensor_2eproto(); - } -} static_descriptor_initializer_tensor_2eproto_; - -namespace { - -static void MergeFromFail(int line) GOOGLE_ATTRIBUTE_COLD GOOGLE_ATTRIBUTE_NORETURN; -static void MergeFromFail(int line) { - ::google::protobuf::internal::MergeFromFail(__FILE__, line); -} - -} // namespace - - -// =================================================================== - -void TensorProto::_slow_mutable_tensor_shape() { - tensor_shape_ = ::google::protobuf::Arena::CreateMessage< ::tensorflow::TensorShapeProto >( - GetArenaNoVirtual()); -} -::tensorflow::TensorShapeProto* TensorProto::_slow_release_tensor_shape() { - if (tensor_shape_ == NULL) { - return NULL; - } else { - ::tensorflow::TensorShapeProto* temp = new ::tensorflow::TensorShapeProto(*tensor_shape_); - tensor_shape_ = NULL; - return temp; - } -} -::tensorflow::TensorShapeProto* TensorProto::unsafe_arena_release_tensor_shape() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.TensorProto.tensor_shape) - - ::tensorflow::TensorShapeProto* temp = tensor_shape_; - tensor_shape_ = NULL; - return temp; -} -void TensorProto::_slow_set_allocated_tensor_shape( - ::google::protobuf::Arena* message_arena, ::tensorflow::TensorShapeProto** tensor_shape) { - if (message_arena != NULL && - ::google::protobuf::Arena::GetArena(*tensor_shape) == NULL) { - message_arena->Own(*tensor_shape); - } else if (message_arena != - ::google::protobuf::Arena::GetArena(*tensor_shape)) { - ::tensorflow::TensorShapeProto* new_tensor_shape = - ::google::protobuf::Arena::CreateMessage< ::tensorflow::TensorShapeProto >( - message_arena); - new_tensor_shape->CopyFrom(**tensor_shape); - *tensor_shape = new_tensor_shape; - } -} -void TensorProto::unsafe_arena_set_allocated_tensor_shape( - ::tensorflow::TensorShapeProto* tensor_shape) { - if (GetArenaNoVirtual() == NULL) { - delete tensor_shape_; - } - tensor_shape_ = tensor_shape; - if (tensor_shape) { - - } else { - - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.TensorProto.tensor_shape) -} -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int TensorProto::kDtypeFieldNumber; -const int TensorProto::kTensorShapeFieldNumber; -const int TensorProto::kVersionNumberFieldNumber; -const int TensorProto::kTensorContentFieldNumber; -const int TensorProto::kHalfValFieldNumber; -const int TensorProto::kFloatValFieldNumber; -const int TensorProto::kDoubleValFieldNumber; -const int TensorProto::kIntValFieldNumber; -const int TensorProto::kStringValFieldNumber; -const int TensorProto::kScomplexValFieldNumber; -const int TensorProto::kInt64ValFieldNumber; -const int TensorProto::kBoolValFieldNumber; -const int TensorProto::kDcomplexValFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -TensorProto::TensorProto() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_tensor_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:tensorflow.TensorProto) -} -TensorProto::TensorProto(::google::protobuf::Arena* arena) - : ::google::protobuf::Message(), - _internal_metadata_(arena), - half_val_(arena), - float_val_(arena), - double_val_(arena), - int_val_(arena), - string_val_(arena), - scomplex_val_(arena), - int64_val_(arena), - bool_val_(arena), - dcomplex_val_(arena) { -#ifdef GOOGLE_PROTOBUF_NO_STATIC_INITIALIZER - protobuf_InitDefaults_tensor_2eproto(); -#endif // GOOGLE_PROTOBUF_NO_STATIC_INITIALIZER - SharedCtor(); - RegisterArenaDtor(arena); - // @@protoc_insertion_point(arena_constructor:tensorflow.TensorProto) -} - -void TensorProto::InitAsDefaultInstance() { - tensor_shape_ = const_cast< ::tensorflow::TensorShapeProto*>( - ::tensorflow::TensorShapeProto::internal_default_instance()); -} - -TensorProto::TensorProto(const TensorProto& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:tensorflow.TensorProto) -} - -void TensorProto::SharedCtor() { - tensor_content_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - tensor_shape_ = NULL; - ::memset(&dtype_, 0, reinterpret_cast(&version_number_) - - reinterpret_cast(&dtype_) + sizeof(version_number_)); - _cached_size_ = 0; -} - -TensorProto::~TensorProto() { - // @@protoc_insertion_point(destructor:tensorflow.TensorProto) - SharedDtor(); -} - -void TensorProto::SharedDtor() { - ::google::protobuf::Arena* arena = GetArenaNoVirtual(); - if (arena != NULL) { - return; - } - - tensor_content_.Destroy(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), arena); - if (this != &TensorProto_default_instance_.get()) { - delete tensor_shape_; - } -} - -void TensorProto::ArenaDtor(void* object) { - TensorProto* _this = reinterpret_cast< TensorProto* >(object); - (void)_this; -} -void TensorProto::RegisterArenaDtor(::google::protobuf::Arena* arena) { -} -void TensorProto::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* TensorProto::descriptor() { - protobuf_AssignDescriptorsOnce(); - return TensorProto_descriptor_; -} - -const TensorProto& TensorProto::default_instance() { - protobuf_InitDefaults_tensor_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed TensorProto_default_instance_; - -TensorProto* TensorProto::New(::google::protobuf::Arena* arena) const { - return ::google::protobuf::Arena::CreateMessage(arena); -} - -void TensorProto::Clear() { -// @@protoc_insertion_point(message_clear_start:tensorflow.TensorProto) -#if defined(__clang__) -#define ZR_HELPER_(f) \ - _Pragma("clang diagnostic push") \ - _Pragma("clang diagnostic ignored \"-Winvalid-offsetof\"") \ - __builtin_offsetof(TensorProto, f) \ - _Pragma("clang diagnostic pop") -#else -#define ZR_HELPER_(f) reinterpret_cast(\ - &reinterpret_cast(16)->f) -#endif - -#define ZR_(first, last) do {\ - ::memset(&(first), 0,\ - ZR_HELPER_(last) - ZR_HELPER_(first) + sizeof(last));\ -} while (0) - - ZR_(dtype_, version_number_); - if (GetArenaNoVirtual() == NULL && tensor_shape_ != NULL) delete tensor_shape_; - tensor_shape_ = NULL; - tensor_content_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); - -#undef ZR_HELPER_ -#undef ZR_ - - half_val_.Clear(); - float_val_.Clear(); - double_val_.Clear(); - int_val_.Clear(); - string_val_.Clear(); - scomplex_val_.Clear(); - int64_val_.Clear(); - bool_val_.Clear(); - dcomplex_val_.Clear(); -} - -bool TensorProto::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:tensorflow.TensorProto) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional .tensorflow.DataType dtype = 1; - case 1: { - if (tag == 8) { - int value; - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - int, ::google::protobuf::internal::WireFormatLite::TYPE_ENUM>( - input, &value))); - set_dtype(static_cast< ::tensorflow::DataType >(value)); - } else { - goto handle_unusual; - } - if (input->ExpectTag(18)) goto parse_tensor_shape; - break; - } - - // optional .tensorflow.TensorShapeProto tensor_shape = 2; - case 2: { - if (tag == 18) { - parse_tensor_shape: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual( - input, mutable_tensor_shape())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(24)) goto parse_version_number; - break; - } - - // optional int32 version_number = 3; - case 3: { - if (tag == 24) { - parse_version_number: - - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &version_number_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(34)) goto parse_tensor_content; - break; - } - - // optional bytes tensor_content = 4; - case 4: { - if (tag == 34) { - parse_tensor_content: - DO_(::google::protobuf::internal::WireFormatLite::ReadBytes( - input, this->mutable_tensor_content())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(42)) goto parse_float_val; - break; - } - - // repeated float float_val = 5 [packed = true]; - case 5: { - if (tag == 42) { - parse_float_val: - DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, this->mutable_float_val()))); - } else if (tag == 45) { - DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitiveNoInline< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - 1, 42, input, this->mutable_float_val()))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(50)) goto parse_double_val; - break; - } - - // repeated double double_val = 6 [packed = true]; - case 6: { - if (tag == 50) { - parse_double_val: - DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitive< - double, ::google::protobuf::internal::WireFormatLite::TYPE_DOUBLE>( - input, this->mutable_double_val()))); - } else if (tag == 49) { - DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitiveNoInline< - double, ::google::protobuf::internal::WireFormatLite::TYPE_DOUBLE>( - 1, 50, input, this->mutable_double_val()))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(58)) goto parse_int_val; - break; - } - - // repeated int32 int_val = 7 [packed = true]; - case 7: { - if (tag == 58) { - parse_int_val: - DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, this->mutable_int_val()))); - } else if (tag == 56) { - DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitiveNoInline< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - 1, 58, input, this->mutable_int_val()))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(66)) goto parse_string_val; - break; - } - - // repeated bytes string_val = 8; - case 8: { - if (tag == 66) { - parse_string_val: - DO_(::google::protobuf::internal::WireFormatLite::ReadBytes( - input, this->add_string_val())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(66)) goto parse_string_val; - if (input->ExpectTag(74)) goto parse_scomplex_val; - break; - } - - // repeated float scomplex_val = 9 [packed = true]; - case 9: { - if (tag == 74) { - parse_scomplex_val: - DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitive< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - input, this->mutable_scomplex_val()))); - } else if (tag == 77) { - DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitiveNoInline< - float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>( - 1, 74, input, this->mutable_scomplex_val()))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(82)) goto parse_int64_val; - break; - } - - // repeated int64 int64_val = 10 [packed = true]; - case 10: { - if (tag == 82) { - parse_int64_val: - DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitive< - ::google::protobuf::int64, ::google::protobuf::internal::WireFormatLite::TYPE_INT64>( - input, this->mutable_int64_val()))); - } else if (tag == 80) { - DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitiveNoInline< - ::google::protobuf::int64, ::google::protobuf::internal::WireFormatLite::TYPE_INT64>( - 1, 82, input, this->mutable_int64_val()))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(90)) goto parse_bool_val; - break; - } - - // repeated bool bool_val = 11 [packed = true]; - case 11: { - if (tag == 90) { - parse_bool_val: - DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, this->mutable_bool_val()))); - } else if (tag == 88) { - DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitiveNoInline< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - 1, 90, input, this->mutable_bool_val()))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(98)) goto parse_dcomplex_val; - break; - } - - // repeated double dcomplex_val = 12 [packed = true]; - case 12: { - if (tag == 98) { - parse_dcomplex_val: - DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitive< - double, ::google::protobuf::internal::WireFormatLite::TYPE_DOUBLE>( - input, this->mutable_dcomplex_val()))); - } else if (tag == 97) { - DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitiveNoInline< - double, ::google::protobuf::internal::WireFormatLite::TYPE_DOUBLE>( - 1, 98, input, this->mutable_dcomplex_val()))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(106)) goto parse_half_val; - break; - } - - // repeated int32 half_val = 13 [packed = true]; - case 13: { - if (tag == 106) { - parse_half_val: - DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, this->mutable_half_val()))); - } else if (tag == 104) { - DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitiveNoInline< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - 1, 106, input, this->mutable_half_val()))); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormatLite::SkipField(input, tag)); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:tensorflow.TensorProto) - return true; -failure: - // @@protoc_insertion_point(parse_failure:tensorflow.TensorProto) - return false; -#undef DO_ -} - -void TensorProto::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:tensorflow.TensorProto) - // optional .tensorflow.DataType dtype = 1; - if (this->dtype() != 0) { - ::google::protobuf::internal::WireFormatLite::WriteEnum( - 1, this->dtype(), output); - } - - // optional .tensorflow.TensorShapeProto tensor_shape = 2; - if (this->has_tensor_shape()) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 2, *this->tensor_shape_, output); - } - - // optional int32 version_number = 3; - if (this->version_number() != 0) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(3, this->version_number(), output); - } - - // optional bytes tensor_content = 4; - if (this->tensor_content().size() > 0) { - ::google::protobuf::internal::WireFormatLite::WriteBytesMaybeAliased( - 4, this->tensor_content(), output); - } - - // repeated float float_val = 5 [packed = true]; - if (this->float_val_size() > 0) { - ::google::protobuf::internal::WireFormatLite::WriteTag(5, ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED, output); - output->WriteVarint32(_float_val_cached_byte_size_); - } - for (int i = 0; i < this->float_val_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteFloatNoTag( - this->float_val(i), output); - } - - // repeated double double_val = 6 [packed = true]; - if (this->double_val_size() > 0) { - ::google::protobuf::internal::WireFormatLite::WriteTag(6, ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED, output); - output->WriteVarint32(_double_val_cached_byte_size_); - } - for (int i = 0; i < this->double_val_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteDoubleNoTag( - this->double_val(i), output); - } - - // repeated int32 int_val = 7 [packed = true]; - if (this->int_val_size() > 0) { - ::google::protobuf::internal::WireFormatLite::WriteTag(7, ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED, output); - output->WriteVarint32(_int_val_cached_byte_size_); - } - for (int i = 0; i < this->int_val_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteInt32NoTag( - this->int_val(i), output); - } - - // repeated bytes string_val = 8; - for (int i = 0; i < this->string_val_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteBytes( - 8, this->string_val(i), output); - } - - // repeated float scomplex_val = 9 [packed = true]; - if (this->scomplex_val_size() > 0) { - ::google::protobuf::internal::WireFormatLite::WriteTag(9, ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED, output); - output->WriteVarint32(_scomplex_val_cached_byte_size_); - } - for (int i = 0; i < this->scomplex_val_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteFloatNoTag( - this->scomplex_val(i), output); - } - - // repeated int64 int64_val = 10 [packed = true]; - if (this->int64_val_size() > 0) { - ::google::protobuf::internal::WireFormatLite::WriteTag(10, ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED, output); - output->WriteVarint32(_int64_val_cached_byte_size_); - } - for (int i = 0; i < this->int64_val_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteInt64NoTag( - this->int64_val(i), output); - } - - // repeated bool bool_val = 11 [packed = true]; - if (this->bool_val_size() > 0) { - ::google::protobuf::internal::WireFormatLite::WriteTag(11, ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED, output); - output->WriteVarint32(_bool_val_cached_byte_size_); - } - for (int i = 0; i < this->bool_val_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteBoolNoTag( - this->bool_val(i), output); - } - - // repeated double dcomplex_val = 12 [packed = true]; - if (this->dcomplex_val_size() > 0) { - ::google::protobuf::internal::WireFormatLite::WriteTag(12, ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED, output); - output->WriteVarint32(_dcomplex_val_cached_byte_size_); - } - for (int i = 0; i < this->dcomplex_val_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteDoubleNoTag( - this->dcomplex_val(i), output); - } - - // repeated int32 half_val = 13 [packed = true]; - if (this->half_val_size() > 0) { - ::google::protobuf::internal::WireFormatLite::WriteTag(13, ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED, output); - output->WriteVarint32(_half_val_cached_byte_size_); - } - for (int i = 0; i < this->half_val_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteInt32NoTag( - this->half_val(i), output); - } - - // @@protoc_insertion_point(serialize_end:tensorflow.TensorProto) -} - -::google::protobuf::uint8* TensorProto::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:tensorflow.TensorProto) - // optional .tensorflow.DataType dtype = 1; - if (this->dtype() != 0) { - target = ::google::protobuf::internal::WireFormatLite::WriteEnumToArray( - 1, this->dtype(), target); - } - - // optional .tensorflow.TensorShapeProto tensor_shape = 2; - if (this->has_tensor_shape()) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 2, *this->tensor_shape_, false, target); - } - - // optional int32 version_number = 3; - if (this->version_number() != 0) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(3, this->version_number(), target); - } - - // optional bytes tensor_content = 4; - if (this->tensor_content().size() > 0) { - target = - ::google::protobuf::internal::WireFormatLite::WriteBytesToArray( - 4, this->tensor_content(), target); - } - - // repeated float float_val = 5 [packed = true]; - if (this->float_val_size() > 0) { - target = ::google::protobuf::internal::WireFormatLite::WriteTagToArray( - 5, - ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED, - target); - target = ::google::protobuf::io::CodedOutputStream::WriteVarint32ToArray( - _float_val_cached_byte_size_, target); - } - for (int i = 0; i < this->float_val_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite:: - WriteFloatNoTagToArray(this->float_val(i), target); - } - - // repeated double double_val = 6 [packed = true]; - if (this->double_val_size() > 0) { - target = ::google::protobuf::internal::WireFormatLite::WriteTagToArray( - 6, - ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED, - target); - target = ::google::protobuf::io::CodedOutputStream::WriteVarint32ToArray( - _double_val_cached_byte_size_, target); - } - for (int i = 0; i < this->double_val_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite:: - WriteDoubleNoTagToArray(this->double_val(i), target); - } - - // repeated int32 int_val = 7 [packed = true]; - if (this->int_val_size() > 0) { - target = ::google::protobuf::internal::WireFormatLite::WriteTagToArray( - 7, - ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED, - target); - target = ::google::protobuf::io::CodedOutputStream::WriteVarint32ToArray( - _int_val_cached_byte_size_, target); - } - for (int i = 0; i < this->int_val_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite:: - WriteInt32NoTagToArray(this->int_val(i), target); - } - - // repeated bytes string_val = 8; - for (int i = 0; i < this->string_val_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite:: - WriteBytesToArray(8, this->string_val(i), target); - } - - // repeated float scomplex_val = 9 [packed = true]; - if (this->scomplex_val_size() > 0) { - target = ::google::protobuf::internal::WireFormatLite::WriteTagToArray( - 9, - ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED, - target); - target = ::google::protobuf::io::CodedOutputStream::WriteVarint32ToArray( - _scomplex_val_cached_byte_size_, target); - } - for (int i = 0; i < this->scomplex_val_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite:: - WriteFloatNoTagToArray(this->scomplex_val(i), target); - } - - // repeated int64 int64_val = 10 [packed = true]; - if (this->int64_val_size() > 0) { - target = ::google::protobuf::internal::WireFormatLite::WriteTagToArray( - 10, - ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED, - target); - target = ::google::protobuf::io::CodedOutputStream::WriteVarint32ToArray( - _int64_val_cached_byte_size_, target); - } - for (int i = 0; i < this->int64_val_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite:: - WriteInt64NoTagToArray(this->int64_val(i), target); - } - - // repeated bool bool_val = 11 [packed = true]; - if (this->bool_val_size() > 0) { - target = ::google::protobuf::internal::WireFormatLite::WriteTagToArray( - 11, - ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED, - target); - target = ::google::protobuf::io::CodedOutputStream::WriteVarint32ToArray( - _bool_val_cached_byte_size_, target); - } - for (int i = 0; i < this->bool_val_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite:: - WriteBoolNoTagToArray(this->bool_val(i), target); - } - - // repeated double dcomplex_val = 12 [packed = true]; - if (this->dcomplex_val_size() > 0) { - target = ::google::protobuf::internal::WireFormatLite::WriteTagToArray( - 12, - ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED, - target); - target = ::google::protobuf::io::CodedOutputStream::WriteVarint32ToArray( - _dcomplex_val_cached_byte_size_, target); - } - for (int i = 0; i < this->dcomplex_val_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite:: - WriteDoubleNoTagToArray(this->dcomplex_val(i), target); - } - - // repeated int32 half_val = 13 [packed = true]; - if (this->half_val_size() > 0) { - target = ::google::protobuf::internal::WireFormatLite::WriteTagToArray( - 13, - ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED, - target); - target = ::google::protobuf::io::CodedOutputStream::WriteVarint32ToArray( - _half_val_cached_byte_size_, target); - } - for (int i = 0; i < this->half_val_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite:: - WriteInt32NoTagToArray(this->half_val(i), target); - } - - // @@protoc_insertion_point(serialize_to_array_end:tensorflow.TensorProto) - return target; -} - -size_t TensorProto::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:tensorflow.TensorProto) - size_t total_size = 0; - - // optional .tensorflow.DataType dtype = 1; - if (this->dtype() != 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::EnumSize(this->dtype()); - } - - // optional .tensorflow.TensorShapeProto tensor_shape = 2; - if (this->has_tensor_shape()) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - *this->tensor_shape_); - } - - // optional int32 version_number = 3; - if (this->version_number() != 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->version_number()); - } - - // optional bytes tensor_content = 4; - if (this->tensor_content().size() > 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::BytesSize( - this->tensor_content()); - } - - // repeated int32 half_val = 13 [packed = true]; - { - size_t data_size = 0; - unsigned int count = this->half_val_size(); - for (unsigned int i = 0; i < count; i++) { - data_size += ::google::protobuf::internal::WireFormatLite:: - Int32Size(this->half_val(i)); - } - if (data_size > 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size(data_size); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(data_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _half_val_cached_byte_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - total_size += data_size; - } - - // repeated float float_val = 5 [packed = true]; - { - size_t data_size = 0; - unsigned int count = this->float_val_size(); - data_size = 4UL * count; - if (data_size > 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size(data_size); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(data_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _float_val_cached_byte_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - total_size += data_size; - } - - // repeated double double_val = 6 [packed = true]; - { - size_t data_size = 0; - unsigned int count = this->double_val_size(); - data_size = 8UL * count; - if (data_size > 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size(data_size); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(data_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _double_val_cached_byte_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - total_size += data_size; - } - - // repeated int32 int_val = 7 [packed = true]; - { - size_t data_size = 0; - unsigned int count = this->int_val_size(); - for (unsigned int i = 0; i < count; i++) { - data_size += ::google::protobuf::internal::WireFormatLite:: - Int32Size(this->int_val(i)); - } - if (data_size > 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size(data_size); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(data_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _int_val_cached_byte_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - total_size += data_size; - } - - // repeated bytes string_val = 8; - total_size += 1 * - ::google::protobuf::internal::FromIntSize(this->string_val_size()); - for (int i = 0; i < this->string_val_size(); i++) { - total_size += ::google::protobuf::internal::WireFormatLite::BytesSize( - this->string_val(i)); - } - - // repeated float scomplex_val = 9 [packed = true]; - { - size_t data_size = 0; - unsigned int count = this->scomplex_val_size(); - data_size = 4UL * count; - if (data_size > 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size(data_size); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(data_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _scomplex_val_cached_byte_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - total_size += data_size; - } - - // repeated int64 int64_val = 10 [packed = true]; - { - size_t data_size = 0; - unsigned int count = this->int64_val_size(); - for (unsigned int i = 0; i < count; i++) { - data_size += ::google::protobuf::internal::WireFormatLite:: - Int64Size(this->int64_val(i)); - } - if (data_size > 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size(data_size); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(data_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _int64_val_cached_byte_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - total_size += data_size; - } - - // repeated bool bool_val = 11 [packed = true]; - { - size_t data_size = 0; - unsigned int count = this->bool_val_size(); - data_size = 1UL * count; - if (data_size > 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size(data_size); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(data_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _bool_val_cached_byte_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - total_size += data_size; - } - - // repeated double dcomplex_val = 12 [packed = true]; - { - size_t data_size = 0; - unsigned int count = this->dcomplex_val_size(); - data_size = 8UL * count; - if (data_size > 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size(data_size); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(data_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _dcomplex_val_cached_byte_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - total_size += data_size; - } - - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void TensorProto::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:tensorflow.TensorProto) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const TensorProto* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:tensorflow.TensorProto) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:tensorflow.TensorProto) - UnsafeMergeFrom(*source); - } -} - -void TensorProto::MergeFrom(const TensorProto& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:tensorflow.TensorProto) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void TensorProto::UnsafeMergeFrom(const TensorProto& from) { - GOOGLE_DCHECK(&from != this); - half_val_.UnsafeMergeFrom(from.half_val_); - float_val_.UnsafeMergeFrom(from.float_val_); - double_val_.UnsafeMergeFrom(from.double_val_); - int_val_.UnsafeMergeFrom(from.int_val_); - string_val_.UnsafeMergeFrom(from.string_val_); - scomplex_val_.UnsafeMergeFrom(from.scomplex_val_); - int64_val_.UnsafeMergeFrom(from.int64_val_); - bool_val_.UnsafeMergeFrom(from.bool_val_); - dcomplex_val_.UnsafeMergeFrom(from.dcomplex_val_); - if (from.dtype() != 0) { - set_dtype(from.dtype()); - } - if (from.has_tensor_shape()) { - mutable_tensor_shape()->::tensorflow::TensorShapeProto::MergeFrom(from.tensor_shape()); - } - if (from.version_number() != 0) { - set_version_number(from.version_number()); - } - if (from.tensor_content().size() > 0) { - set_tensor_content(from.tensor_content()); - } -} - -void TensorProto::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:tensorflow.TensorProto) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void TensorProto::CopyFrom(const TensorProto& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:tensorflow.TensorProto) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool TensorProto::IsInitialized() const { - - return true; -} - -void TensorProto::Swap(TensorProto* other) { - if (other == this) return; - if (GetArenaNoVirtual() == other->GetArenaNoVirtual()) { - InternalSwap(other); - } else { - TensorProto temp; - temp.UnsafeMergeFrom(*this); - CopyFrom(*other); - other->CopyFrom(temp); - } -} -void TensorProto::UnsafeArenaSwap(TensorProto* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArenaNoVirtual() == other->GetArenaNoVirtual()); - InternalSwap(other); -} -void TensorProto::InternalSwap(TensorProto* other) { - std::swap(dtype_, other->dtype_); - std::swap(tensor_shape_, other->tensor_shape_); - std::swap(version_number_, other->version_number_); - tensor_content_.Swap(&other->tensor_content_); - half_val_.UnsafeArenaSwap(&other->half_val_); - float_val_.UnsafeArenaSwap(&other->float_val_); - double_val_.UnsafeArenaSwap(&other->double_val_); - int_val_.UnsafeArenaSwap(&other->int_val_); - string_val_.UnsafeArenaSwap(&other->string_val_); - scomplex_val_.UnsafeArenaSwap(&other->scomplex_val_); - int64_val_.UnsafeArenaSwap(&other->int64_val_); - bool_val_.UnsafeArenaSwap(&other->bool_val_); - dcomplex_val_.UnsafeArenaSwap(&other->dcomplex_val_); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata TensorProto::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = TensorProto_descriptor_; - metadata.reflection = TensorProto_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// TensorProto - -// optional .tensorflow.DataType dtype = 1; -void TensorProto::clear_dtype() { - dtype_ = 0; -} -::tensorflow::DataType TensorProto::dtype() const { - // @@protoc_insertion_point(field_get:tensorflow.TensorProto.dtype) - return static_cast< ::tensorflow::DataType >(dtype_); -} -void TensorProto::set_dtype(::tensorflow::DataType value) { - - dtype_ = value; - // @@protoc_insertion_point(field_set:tensorflow.TensorProto.dtype) -} - -// optional .tensorflow.TensorShapeProto tensor_shape = 2; -bool TensorProto::has_tensor_shape() const { - return this != internal_default_instance() && tensor_shape_ != NULL; -} -void TensorProto::clear_tensor_shape() { - if (GetArenaNoVirtual() == NULL && tensor_shape_ != NULL) delete tensor_shape_; - tensor_shape_ = NULL; -} -const ::tensorflow::TensorShapeProto& TensorProto::tensor_shape() const { - // @@protoc_insertion_point(field_get:tensorflow.TensorProto.tensor_shape) - return tensor_shape_ != NULL ? *tensor_shape_ - : *::tensorflow::TensorShapeProto::internal_default_instance(); -} -::tensorflow::TensorShapeProto* TensorProto::mutable_tensor_shape() { - - if (tensor_shape_ == NULL) { - _slow_mutable_tensor_shape(); - } - // @@protoc_insertion_point(field_mutable:tensorflow.TensorProto.tensor_shape) - return tensor_shape_; -} -::tensorflow::TensorShapeProto* TensorProto::release_tensor_shape() { - // @@protoc_insertion_point(field_release:tensorflow.TensorProto.tensor_shape) - - if (GetArenaNoVirtual() != NULL) { - return _slow_release_tensor_shape(); - } else { - ::tensorflow::TensorShapeProto* temp = tensor_shape_; - tensor_shape_ = NULL; - return temp; - } -} - void TensorProto::set_allocated_tensor_shape(::tensorflow::TensorShapeProto* tensor_shape) { - ::google::protobuf::Arena* message_arena = GetArenaNoVirtual(); - if (message_arena == NULL) { - delete tensor_shape_; - } - if (tensor_shape != NULL) { - _slow_set_allocated_tensor_shape(message_arena, &tensor_shape); - } - tensor_shape_ = tensor_shape; - if (tensor_shape) { - - } else { - - } - // @@protoc_insertion_point(field_set_allocated:tensorflow.TensorProto.tensor_shape) -} - -// optional int32 version_number = 3; -void TensorProto::clear_version_number() { - version_number_ = 0; -} -::google::protobuf::int32 TensorProto::version_number() const { - // @@protoc_insertion_point(field_get:tensorflow.TensorProto.version_number) - return version_number_; -} -void TensorProto::set_version_number(::google::protobuf::int32 value) { - - version_number_ = value; - // @@protoc_insertion_point(field_set:tensorflow.TensorProto.version_number) -} - -// optional bytes tensor_content = 4; -void TensorProto::clear_tensor_content() { - tensor_content_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -const ::std::string& TensorProto::tensor_content() const { - // @@protoc_insertion_point(field_get:tensorflow.TensorProto.tensor_content) - return tensor_content_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void TensorProto::set_tensor_content(const ::std::string& value) { - - tensor_content_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.TensorProto.tensor_content) -} -void TensorProto::set_tensor_content(const char* value) { - - tensor_content_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.TensorProto.tensor_content) -} -void TensorProto::set_tensor_content(const void* value, - size_t size) { - - tensor_content_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.TensorProto.tensor_content) -} -::std::string* TensorProto::mutable_tensor_content() { - - // @@protoc_insertion_point(field_mutable:tensorflow.TensorProto.tensor_content) - return tensor_content_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -::std::string* TensorProto::release_tensor_content() { - // @@protoc_insertion_point(field_release:tensorflow.TensorProto.tensor_content) - - return tensor_content_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -::std::string* TensorProto::unsafe_arena_release_tensor_content() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.TensorProto.tensor_content) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - - return tensor_content_.UnsafeArenaRelease(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); -} -void TensorProto::set_allocated_tensor_content(::std::string* tensor_content) { - if (tensor_content != NULL) { - - } else { - - } - tensor_content_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), tensor_content, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_allocated:tensorflow.TensorProto.tensor_content) -} -void TensorProto::unsafe_arena_set_allocated_tensor_content( - ::std::string* tensor_content) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (tensor_content != NULL) { - - } else { - - } - tensor_content_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - tensor_content, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.TensorProto.tensor_content) -} - -// repeated int32 half_val = 13 [packed = true]; -int TensorProto::half_val_size() const { - return half_val_.size(); -} -void TensorProto::clear_half_val() { - half_val_.Clear(); -} -::google::protobuf::int32 TensorProto::half_val(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.TensorProto.half_val) - return half_val_.Get(index); -} -void TensorProto::set_half_val(int index, ::google::protobuf::int32 value) { - half_val_.Set(index, value); - // @@protoc_insertion_point(field_set:tensorflow.TensorProto.half_val) -} -void TensorProto::add_half_val(::google::protobuf::int32 value) { - half_val_.Add(value); - // @@protoc_insertion_point(field_add:tensorflow.TensorProto.half_val) -} -const ::google::protobuf::RepeatedField< ::google::protobuf::int32 >& -TensorProto::half_val() const { - // @@protoc_insertion_point(field_list:tensorflow.TensorProto.half_val) - return half_val_; -} -::google::protobuf::RepeatedField< ::google::protobuf::int32 >* -TensorProto::mutable_half_val() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.TensorProto.half_val) - return &half_val_; -} - -// repeated float float_val = 5 [packed = true]; -int TensorProto::float_val_size() const { - return float_val_.size(); -} -void TensorProto::clear_float_val() { - float_val_.Clear(); -} -float TensorProto::float_val(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.TensorProto.float_val) - return float_val_.Get(index); -} -void TensorProto::set_float_val(int index, float value) { - float_val_.Set(index, value); - // @@protoc_insertion_point(field_set:tensorflow.TensorProto.float_val) -} -void TensorProto::add_float_val(float value) { - float_val_.Add(value); - // @@protoc_insertion_point(field_add:tensorflow.TensorProto.float_val) -} -const ::google::protobuf::RepeatedField< float >& -TensorProto::float_val() const { - // @@protoc_insertion_point(field_list:tensorflow.TensorProto.float_val) - return float_val_; -} -::google::protobuf::RepeatedField< float >* -TensorProto::mutable_float_val() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.TensorProto.float_val) - return &float_val_; -} - -// repeated double double_val = 6 [packed = true]; -int TensorProto::double_val_size() const { - return double_val_.size(); -} -void TensorProto::clear_double_val() { - double_val_.Clear(); -} -double TensorProto::double_val(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.TensorProto.double_val) - return double_val_.Get(index); -} -void TensorProto::set_double_val(int index, double value) { - double_val_.Set(index, value); - // @@protoc_insertion_point(field_set:tensorflow.TensorProto.double_val) -} -void TensorProto::add_double_val(double value) { - double_val_.Add(value); - // @@protoc_insertion_point(field_add:tensorflow.TensorProto.double_val) -} -const ::google::protobuf::RepeatedField< double >& -TensorProto::double_val() const { - // @@protoc_insertion_point(field_list:tensorflow.TensorProto.double_val) - return double_val_; -} -::google::protobuf::RepeatedField< double >* -TensorProto::mutable_double_val() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.TensorProto.double_val) - return &double_val_; -} - -// repeated int32 int_val = 7 [packed = true]; -int TensorProto::int_val_size() const { - return int_val_.size(); -} -void TensorProto::clear_int_val() { - int_val_.Clear(); -} -::google::protobuf::int32 TensorProto::int_val(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.TensorProto.int_val) - return int_val_.Get(index); -} -void TensorProto::set_int_val(int index, ::google::protobuf::int32 value) { - int_val_.Set(index, value); - // @@protoc_insertion_point(field_set:tensorflow.TensorProto.int_val) -} -void TensorProto::add_int_val(::google::protobuf::int32 value) { - int_val_.Add(value); - // @@protoc_insertion_point(field_add:tensorflow.TensorProto.int_val) -} -const ::google::protobuf::RepeatedField< ::google::protobuf::int32 >& -TensorProto::int_val() const { - // @@protoc_insertion_point(field_list:tensorflow.TensorProto.int_val) - return int_val_; -} -::google::protobuf::RepeatedField< ::google::protobuf::int32 >* -TensorProto::mutable_int_val() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.TensorProto.int_val) - return &int_val_; -} - -// repeated bytes string_val = 8; -int TensorProto::string_val_size() const { - return string_val_.size(); -} -void TensorProto::clear_string_val() { - string_val_.Clear(); -} -const ::std::string& TensorProto::string_val(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.TensorProto.string_val) - return string_val_.Get(index); -} -::std::string* TensorProto::mutable_string_val(int index) { - // @@protoc_insertion_point(field_mutable:tensorflow.TensorProto.string_val) - return string_val_.Mutable(index); -} -void TensorProto::set_string_val(int index, const ::std::string& value) { - // @@protoc_insertion_point(field_set:tensorflow.TensorProto.string_val) - string_val_.Mutable(index)->assign(value); -} -void TensorProto::set_string_val(int index, const char* value) { - string_val_.Mutable(index)->assign(value); - // @@protoc_insertion_point(field_set_char:tensorflow.TensorProto.string_val) -} -void TensorProto::set_string_val(int index, const void* value, size_t size) { - string_val_.Mutable(index)->assign( - reinterpret_cast(value), size); - // @@protoc_insertion_point(field_set_pointer:tensorflow.TensorProto.string_val) -} -::std::string* TensorProto::add_string_val() { - // @@protoc_insertion_point(field_add_mutable:tensorflow.TensorProto.string_val) - return string_val_.Add(); -} -void TensorProto::add_string_val(const ::std::string& value) { - string_val_.Add()->assign(value); - // @@protoc_insertion_point(field_add:tensorflow.TensorProto.string_val) -} -void TensorProto::add_string_val(const char* value) { - string_val_.Add()->assign(value); - // @@protoc_insertion_point(field_add_char:tensorflow.TensorProto.string_val) -} -void TensorProto::add_string_val(const void* value, size_t size) { - string_val_.Add()->assign(reinterpret_cast(value), size); - // @@protoc_insertion_point(field_add_pointer:tensorflow.TensorProto.string_val) -} -const ::google::protobuf::RepeatedPtrField< ::std::string>& -TensorProto::string_val() const { - // @@protoc_insertion_point(field_list:tensorflow.TensorProto.string_val) - return string_val_; -} -::google::protobuf::RepeatedPtrField< ::std::string>* -TensorProto::mutable_string_val() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.TensorProto.string_val) - return &string_val_; -} - -// repeated float scomplex_val = 9 [packed = true]; -int TensorProto::scomplex_val_size() const { - return scomplex_val_.size(); -} -void TensorProto::clear_scomplex_val() { - scomplex_val_.Clear(); -} -float TensorProto::scomplex_val(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.TensorProto.scomplex_val) - return scomplex_val_.Get(index); -} -void TensorProto::set_scomplex_val(int index, float value) { - scomplex_val_.Set(index, value); - // @@protoc_insertion_point(field_set:tensorflow.TensorProto.scomplex_val) -} -void TensorProto::add_scomplex_val(float value) { - scomplex_val_.Add(value); - // @@protoc_insertion_point(field_add:tensorflow.TensorProto.scomplex_val) -} -const ::google::protobuf::RepeatedField< float >& -TensorProto::scomplex_val() const { - // @@protoc_insertion_point(field_list:tensorflow.TensorProto.scomplex_val) - return scomplex_val_; -} -::google::protobuf::RepeatedField< float >* -TensorProto::mutable_scomplex_val() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.TensorProto.scomplex_val) - return &scomplex_val_; -} - -// repeated int64 int64_val = 10 [packed = true]; -int TensorProto::int64_val_size() const { - return int64_val_.size(); -} -void TensorProto::clear_int64_val() { - int64_val_.Clear(); -} -::google::protobuf::int64 TensorProto::int64_val(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.TensorProto.int64_val) - return int64_val_.Get(index); -} -void TensorProto::set_int64_val(int index, ::google::protobuf::int64 value) { - int64_val_.Set(index, value); - // @@protoc_insertion_point(field_set:tensorflow.TensorProto.int64_val) -} -void TensorProto::add_int64_val(::google::protobuf::int64 value) { - int64_val_.Add(value); - // @@protoc_insertion_point(field_add:tensorflow.TensorProto.int64_val) -} -const ::google::protobuf::RepeatedField< ::google::protobuf::int64 >& -TensorProto::int64_val() const { - // @@protoc_insertion_point(field_list:tensorflow.TensorProto.int64_val) - return int64_val_; -} -::google::protobuf::RepeatedField< ::google::protobuf::int64 >* -TensorProto::mutable_int64_val() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.TensorProto.int64_val) - return &int64_val_; -} - -// repeated bool bool_val = 11 [packed = true]; -int TensorProto::bool_val_size() const { - return bool_val_.size(); -} -void TensorProto::clear_bool_val() { - bool_val_.Clear(); -} -bool TensorProto::bool_val(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.TensorProto.bool_val) - return bool_val_.Get(index); -} -void TensorProto::set_bool_val(int index, bool value) { - bool_val_.Set(index, value); - // @@protoc_insertion_point(field_set:tensorflow.TensorProto.bool_val) -} -void TensorProto::add_bool_val(bool value) { - bool_val_.Add(value); - // @@protoc_insertion_point(field_add:tensorflow.TensorProto.bool_val) -} -const ::google::protobuf::RepeatedField< bool >& -TensorProto::bool_val() const { - // @@protoc_insertion_point(field_list:tensorflow.TensorProto.bool_val) - return bool_val_; -} -::google::protobuf::RepeatedField< bool >* -TensorProto::mutable_bool_val() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.TensorProto.bool_val) - return &bool_val_; -} - -// repeated double dcomplex_val = 12 [packed = true]; -int TensorProto::dcomplex_val_size() const { - return dcomplex_val_.size(); -} -void TensorProto::clear_dcomplex_val() { - dcomplex_val_.Clear(); -} -double TensorProto::dcomplex_val(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.TensorProto.dcomplex_val) - return dcomplex_val_.Get(index); -} -void TensorProto::set_dcomplex_val(int index, double value) { - dcomplex_val_.Set(index, value); - // @@protoc_insertion_point(field_set:tensorflow.TensorProto.dcomplex_val) -} -void TensorProto::add_dcomplex_val(double value) { - dcomplex_val_.Add(value); - // @@protoc_insertion_point(field_add:tensorflow.TensorProto.dcomplex_val) -} -const ::google::protobuf::RepeatedField< double >& -TensorProto::dcomplex_val() const { - // @@protoc_insertion_point(field_list:tensorflow.TensorProto.dcomplex_val) - return dcomplex_val_; -} -::google::protobuf::RepeatedField< double >* -TensorProto::mutable_dcomplex_val() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.TensorProto.dcomplex_val) - return &dcomplex_val_; -} - -inline const TensorProto* TensorProto::internal_default_instance() { - return &TensorProto_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// @@protoc_insertion_point(namespace_scope) - -} // namespace tensorflow - -// @@protoc_insertion_point(global_scope) diff --git a/modules/dnn/misc/tensorflow/tensor.pb.h b/modules/dnn/misc/tensorflow/tensor.pb.h deleted file mode 100644 index 362821f56..000000000 --- a/modules/dnn/misc/tensorflow/tensor.pb.h +++ /dev/null @@ -1,770 +0,0 @@ -// Generated by the protocol buffer compiler. DO NOT EDIT! -// source: tensor.proto - -#ifndef PROTOBUF_tensor_2eproto__INCLUDED -#define PROTOBUF_tensor_2eproto__INCLUDED - -#include - -#include - -#if GOOGLE_PROTOBUF_VERSION < 3001000 -#error This file was generated by a newer version of protoc which is -#error incompatible with your Protocol Buffer headers. Please update -#error your headers. -#endif -#if 3001000 < GOOGLE_PROTOBUF_MIN_PROTOC_VERSION -#error This file was generated by an older version of protoc which is -#error incompatible with your Protocol Buffer headers. Please -#error regenerate this file with a newer version of protoc. -#endif - -#include -#include -#include -#include -#include -#include -#include -#include -#include "tensor_shape.pb.h" -#include "types.pb.h" -// @@protoc_insertion_point(includes) - -namespace tensorflow { - -// Internal implementation detail -- do not call these. -void protobuf_AddDesc_tensor_2eproto(); -void protobuf_InitDefaults_tensor_2eproto(); -void protobuf_AssignDesc_tensor_2eproto(); -void protobuf_ShutdownFile_tensor_2eproto(); - -class TensorProto; - -// =================================================================== - -class TensorProto : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:tensorflow.TensorProto) */ { - public: - TensorProto(); - virtual ~TensorProto(); - - TensorProto(const TensorProto& from); - - inline TensorProto& operator=(const TensorProto& from) { - CopyFrom(from); - return *this; - } - - inline ::google::protobuf::Arena* GetArena() const { return GetArenaNoVirtual(); } - inline void* GetMaybeArenaPointer() const { - return MaybeArenaPtr(); - } - static const ::google::protobuf::Descriptor* descriptor(); - static const TensorProto& default_instance(); - - static const TensorProto* internal_default_instance(); - - void UnsafeArenaSwap(TensorProto* other); - void Swap(TensorProto* other); - - // implements Message ---------------------------------------------- - - inline TensorProto* New() const { return New(NULL); } - - TensorProto* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const TensorProto& from); - void MergeFrom(const TensorProto& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(TensorProto* other); - void UnsafeMergeFrom(const TensorProto& from); - protected: - explicit TensorProto(::google::protobuf::Arena* arena); - private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::google::protobuf::Arena* arena); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional .tensorflow.DataType dtype = 1; - void clear_dtype(); - static const int kDtypeFieldNumber = 1; - ::tensorflow::DataType dtype() const; - void set_dtype(::tensorflow::DataType value); - - // optional .tensorflow.TensorShapeProto tensor_shape = 2; - bool has_tensor_shape() const; - void clear_tensor_shape(); - static const int kTensorShapeFieldNumber = 2; - private: - void _slow_mutable_tensor_shape(); - void _slow_set_allocated_tensor_shape( - ::google::protobuf::Arena* message_arena, ::tensorflow::TensorShapeProto** tensor_shape); - ::tensorflow::TensorShapeProto* _slow_release_tensor_shape(); - public: - const ::tensorflow::TensorShapeProto& tensor_shape() const; - ::tensorflow::TensorShapeProto* mutable_tensor_shape(); - ::tensorflow::TensorShapeProto* release_tensor_shape(); - void set_allocated_tensor_shape(::tensorflow::TensorShapeProto* tensor_shape); - ::tensorflow::TensorShapeProto* unsafe_arena_release_tensor_shape(); - void unsafe_arena_set_allocated_tensor_shape( - ::tensorflow::TensorShapeProto* tensor_shape); - - // optional int32 version_number = 3; - void clear_version_number(); - static const int kVersionNumberFieldNumber = 3; - ::google::protobuf::int32 version_number() const; - void set_version_number(::google::protobuf::int32 value); - - // optional bytes tensor_content = 4; - void clear_tensor_content(); - static const int kTensorContentFieldNumber = 4; - const ::std::string& tensor_content() const; - void set_tensor_content(const ::std::string& value); - void set_tensor_content(const char* value); - void set_tensor_content(const void* value, size_t size); - ::std::string* mutable_tensor_content(); - ::std::string* release_tensor_content(); - void set_allocated_tensor_content(::std::string* tensor_content); - ::std::string* unsafe_arena_release_tensor_content(); - void unsafe_arena_set_allocated_tensor_content( - ::std::string* tensor_content); - - // repeated int32 half_val = 13 [packed = true]; - int half_val_size() const; - void clear_half_val(); - static const int kHalfValFieldNumber = 13; - ::google::protobuf::int32 half_val(int index) const; - void set_half_val(int index, ::google::protobuf::int32 value); - void add_half_val(::google::protobuf::int32 value); - const ::google::protobuf::RepeatedField< ::google::protobuf::int32 >& - half_val() const; - ::google::protobuf::RepeatedField< ::google::protobuf::int32 >* - mutable_half_val(); - - // repeated float float_val = 5 [packed = true]; - int float_val_size() const; - void clear_float_val(); - static const int kFloatValFieldNumber = 5; - float float_val(int index) const; - void set_float_val(int index, float value); - void add_float_val(float value); - const ::google::protobuf::RepeatedField< float >& - float_val() const; - ::google::protobuf::RepeatedField< float >* - mutable_float_val(); - - // repeated double double_val = 6 [packed = true]; - int double_val_size() const; - void clear_double_val(); - static const int kDoubleValFieldNumber = 6; - double double_val(int index) const; - void set_double_val(int index, double value); - void add_double_val(double value); - const ::google::protobuf::RepeatedField< double >& - double_val() const; - ::google::protobuf::RepeatedField< double >* - mutable_double_val(); - - // repeated int32 int_val = 7 [packed = true]; - int int_val_size() const; - void clear_int_val(); - static const int kIntValFieldNumber = 7; - ::google::protobuf::int32 int_val(int index) const; - void set_int_val(int index, ::google::protobuf::int32 value); - void add_int_val(::google::protobuf::int32 value); - const ::google::protobuf::RepeatedField< ::google::protobuf::int32 >& - int_val() const; - ::google::protobuf::RepeatedField< ::google::protobuf::int32 >* - mutable_int_val(); - - // repeated bytes string_val = 8; - int string_val_size() const; - void clear_string_val(); - static const int kStringValFieldNumber = 8; - const ::std::string& string_val(int index) const; - ::std::string* mutable_string_val(int index); - void set_string_val(int index, const ::std::string& value); - void set_string_val(int index, const char* value); - void set_string_val(int index, const void* value, size_t size); - ::std::string* add_string_val(); - void add_string_val(const ::std::string& value); - void add_string_val(const char* value); - void add_string_val(const void* value, size_t size); - const ::google::protobuf::RepeatedPtrField< ::std::string>& string_val() const; - ::google::protobuf::RepeatedPtrField< ::std::string>* mutable_string_val(); - - // repeated float scomplex_val = 9 [packed = true]; - int scomplex_val_size() const; - void clear_scomplex_val(); - static const int kScomplexValFieldNumber = 9; - float scomplex_val(int index) const; - void set_scomplex_val(int index, float value); - void add_scomplex_val(float value); - const ::google::protobuf::RepeatedField< float >& - scomplex_val() const; - ::google::protobuf::RepeatedField< float >* - mutable_scomplex_val(); - - // repeated int64 int64_val = 10 [packed = true]; - int int64_val_size() const; - void clear_int64_val(); - static const int kInt64ValFieldNumber = 10; - ::google::protobuf::int64 int64_val(int index) const; - void set_int64_val(int index, ::google::protobuf::int64 value); - void add_int64_val(::google::protobuf::int64 value); - const ::google::protobuf::RepeatedField< ::google::protobuf::int64 >& - int64_val() const; - ::google::protobuf::RepeatedField< ::google::protobuf::int64 >* - mutable_int64_val(); - - // repeated bool bool_val = 11 [packed = true]; - int bool_val_size() const; - void clear_bool_val(); - static const int kBoolValFieldNumber = 11; - bool bool_val(int index) const; - void set_bool_val(int index, bool value); - void add_bool_val(bool value); - const ::google::protobuf::RepeatedField< bool >& - bool_val() const; - ::google::protobuf::RepeatedField< bool >* - mutable_bool_val(); - - // repeated double dcomplex_val = 12 [packed = true]; - int dcomplex_val_size() const; - void clear_dcomplex_val(); - static const int kDcomplexValFieldNumber = 12; - double dcomplex_val(int index) const; - void set_dcomplex_val(int index, double value); - void add_dcomplex_val(double value); - const ::google::protobuf::RepeatedField< double >& - dcomplex_val() const; - ::google::protobuf::RepeatedField< double >* - mutable_dcomplex_val(); - - // @@protoc_insertion_point(class_scope:tensorflow.TensorProto) - private: - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - friend class ::google::protobuf::Arena; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; - ::google::protobuf::RepeatedField< ::google::protobuf::int32 > half_val_; - mutable int _half_val_cached_byte_size_; - ::google::protobuf::RepeatedField< float > float_val_; - mutable int _float_val_cached_byte_size_; - ::google::protobuf::RepeatedField< double > double_val_; - mutable int _double_val_cached_byte_size_; - ::google::protobuf::RepeatedField< ::google::protobuf::int32 > int_val_; - mutable int _int_val_cached_byte_size_; - ::google::protobuf::RepeatedPtrField< ::std::string> string_val_; - ::google::protobuf::RepeatedField< float > scomplex_val_; - mutable int _scomplex_val_cached_byte_size_; - ::google::protobuf::RepeatedField< ::google::protobuf::int64 > int64_val_; - mutable int _int64_val_cached_byte_size_; - ::google::protobuf::RepeatedField< bool > bool_val_; - mutable int _bool_val_cached_byte_size_; - ::google::protobuf::RepeatedField< double > dcomplex_val_; - mutable int _dcomplex_val_cached_byte_size_; - ::google::protobuf::internal::ArenaStringPtr tensor_content_; - ::tensorflow::TensorShapeProto* tensor_shape_; - int dtype_; - ::google::protobuf::int32 version_number_; - mutable int _cached_size_; - friend void protobuf_InitDefaults_tensor_2eproto_impl(); - friend void protobuf_AddDesc_tensor_2eproto_impl(); - friend void protobuf_AssignDesc_tensor_2eproto(); - friend void protobuf_ShutdownFile_tensor_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed TensorProto_default_instance_; - -// =================================================================== - - -// =================================================================== - -#if !PROTOBUF_INLINE_NOT_IN_HEADERS -// TensorProto - -// optional .tensorflow.DataType dtype = 1; -inline void TensorProto::clear_dtype() { - dtype_ = 0; -} -inline ::tensorflow::DataType TensorProto::dtype() const { - // @@protoc_insertion_point(field_get:tensorflow.TensorProto.dtype) - return static_cast< ::tensorflow::DataType >(dtype_); -} -inline void TensorProto::set_dtype(::tensorflow::DataType value) { - - dtype_ = value; - // @@protoc_insertion_point(field_set:tensorflow.TensorProto.dtype) -} - -// optional .tensorflow.TensorShapeProto tensor_shape = 2; -inline bool TensorProto::has_tensor_shape() const { - return this != internal_default_instance() && tensor_shape_ != NULL; -} -inline void TensorProto::clear_tensor_shape() { - if (GetArenaNoVirtual() == NULL && tensor_shape_ != NULL) delete tensor_shape_; - tensor_shape_ = NULL; -} -inline const ::tensorflow::TensorShapeProto& TensorProto::tensor_shape() const { - // @@protoc_insertion_point(field_get:tensorflow.TensorProto.tensor_shape) - return tensor_shape_ != NULL ? *tensor_shape_ - : *::tensorflow::TensorShapeProto::internal_default_instance(); -} -inline ::tensorflow::TensorShapeProto* TensorProto::mutable_tensor_shape() { - - if (tensor_shape_ == NULL) { - _slow_mutable_tensor_shape(); - } - // @@protoc_insertion_point(field_mutable:tensorflow.TensorProto.tensor_shape) - return tensor_shape_; -} -inline ::tensorflow::TensorShapeProto* TensorProto::release_tensor_shape() { - // @@protoc_insertion_point(field_release:tensorflow.TensorProto.tensor_shape) - - if (GetArenaNoVirtual() != NULL) { - return _slow_release_tensor_shape(); - } else { - ::tensorflow::TensorShapeProto* temp = tensor_shape_; - tensor_shape_ = NULL; - return temp; - } -} -inline void TensorProto::set_allocated_tensor_shape(::tensorflow::TensorShapeProto* tensor_shape) { - ::google::protobuf::Arena* message_arena = GetArenaNoVirtual(); - if (message_arena == NULL) { - delete tensor_shape_; - } - if (tensor_shape != NULL) { - _slow_set_allocated_tensor_shape(message_arena, &tensor_shape); - } - tensor_shape_ = tensor_shape; - if (tensor_shape) { - - } else { - - } - // @@protoc_insertion_point(field_set_allocated:tensorflow.TensorProto.tensor_shape) -} - -// optional int32 version_number = 3; -inline void TensorProto::clear_version_number() { - version_number_ = 0; -} -inline ::google::protobuf::int32 TensorProto::version_number() const { - // @@protoc_insertion_point(field_get:tensorflow.TensorProto.version_number) - return version_number_; -} -inline void TensorProto::set_version_number(::google::protobuf::int32 value) { - - version_number_ = value; - // @@protoc_insertion_point(field_set:tensorflow.TensorProto.version_number) -} - -// optional bytes tensor_content = 4; -inline void TensorProto::clear_tensor_content() { - tensor_content_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline const ::std::string& TensorProto::tensor_content() const { - // @@protoc_insertion_point(field_get:tensorflow.TensorProto.tensor_content) - return tensor_content_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void TensorProto::set_tensor_content(const ::std::string& value) { - - tensor_content_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.TensorProto.tensor_content) -} -inline void TensorProto::set_tensor_content(const char* value) { - - tensor_content_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.TensorProto.tensor_content) -} -inline void TensorProto::set_tensor_content(const void* value, - size_t size) { - - tensor_content_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.TensorProto.tensor_content) -} -inline ::std::string* TensorProto::mutable_tensor_content() { - - // @@protoc_insertion_point(field_mutable:tensorflow.TensorProto.tensor_content) - return tensor_content_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline ::std::string* TensorProto::release_tensor_content() { - // @@protoc_insertion_point(field_release:tensorflow.TensorProto.tensor_content) - - return tensor_content_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline ::std::string* TensorProto::unsafe_arena_release_tensor_content() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.TensorProto.tensor_content) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - - return tensor_content_.UnsafeArenaRelease(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); -} -inline void TensorProto::set_allocated_tensor_content(::std::string* tensor_content) { - if (tensor_content != NULL) { - - } else { - - } - tensor_content_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), tensor_content, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_allocated:tensorflow.TensorProto.tensor_content) -} -inline void TensorProto::unsafe_arena_set_allocated_tensor_content( - ::std::string* tensor_content) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (tensor_content != NULL) { - - } else { - - } - tensor_content_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - tensor_content, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.TensorProto.tensor_content) -} - -// repeated int32 half_val = 13 [packed = true]; -inline int TensorProto::half_val_size() const { - return half_val_.size(); -} -inline void TensorProto::clear_half_val() { - half_val_.Clear(); -} -inline ::google::protobuf::int32 TensorProto::half_val(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.TensorProto.half_val) - return half_val_.Get(index); -} -inline void TensorProto::set_half_val(int index, ::google::protobuf::int32 value) { - half_val_.Set(index, value); - // @@protoc_insertion_point(field_set:tensorflow.TensorProto.half_val) -} -inline void TensorProto::add_half_val(::google::protobuf::int32 value) { - half_val_.Add(value); - // @@protoc_insertion_point(field_add:tensorflow.TensorProto.half_val) -} -inline const ::google::protobuf::RepeatedField< ::google::protobuf::int32 >& -TensorProto::half_val() const { - // @@protoc_insertion_point(field_list:tensorflow.TensorProto.half_val) - return half_val_; -} -inline ::google::protobuf::RepeatedField< ::google::protobuf::int32 >* -TensorProto::mutable_half_val() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.TensorProto.half_val) - return &half_val_; -} - -// repeated float float_val = 5 [packed = true]; -inline int TensorProto::float_val_size() const { - return float_val_.size(); -} -inline void TensorProto::clear_float_val() { - float_val_.Clear(); -} -inline float TensorProto::float_val(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.TensorProto.float_val) - return float_val_.Get(index); -} -inline void TensorProto::set_float_val(int index, float value) { - float_val_.Set(index, value); - // @@protoc_insertion_point(field_set:tensorflow.TensorProto.float_val) -} -inline void TensorProto::add_float_val(float value) { - float_val_.Add(value); - // @@protoc_insertion_point(field_add:tensorflow.TensorProto.float_val) -} -inline const ::google::protobuf::RepeatedField< float >& -TensorProto::float_val() const { - // @@protoc_insertion_point(field_list:tensorflow.TensorProto.float_val) - return float_val_; -} -inline ::google::protobuf::RepeatedField< float >* -TensorProto::mutable_float_val() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.TensorProto.float_val) - return &float_val_; -} - -// repeated double double_val = 6 [packed = true]; -inline int TensorProto::double_val_size() const { - return double_val_.size(); -} -inline void TensorProto::clear_double_val() { - double_val_.Clear(); -} -inline double TensorProto::double_val(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.TensorProto.double_val) - return double_val_.Get(index); -} -inline void TensorProto::set_double_val(int index, double value) { - double_val_.Set(index, value); - // @@protoc_insertion_point(field_set:tensorflow.TensorProto.double_val) -} -inline void TensorProto::add_double_val(double value) { - double_val_.Add(value); - // @@protoc_insertion_point(field_add:tensorflow.TensorProto.double_val) -} -inline const ::google::protobuf::RepeatedField< double >& -TensorProto::double_val() const { - // @@protoc_insertion_point(field_list:tensorflow.TensorProto.double_val) - return double_val_; -} -inline ::google::protobuf::RepeatedField< double >* -TensorProto::mutable_double_val() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.TensorProto.double_val) - return &double_val_; -} - -// repeated int32 int_val = 7 [packed = true]; -inline int TensorProto::int_val_size() const { - return int_val_.size(); -} -inline void TensorProto::clear_int_val() { - int_val_.Clear(); -} -inline ::google::protobuf::int32 TensorProto::int_val(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.TensorProto.int_val) - return int_val_.Get(index); -} -inline void TensorProto::set_int_val(int index, ::google::protobuf::int32 value) { - int_val_.Set(index, value); - // @@protoc_insertion_point(field_set:tensorflow.TensorProto.int_val) -} -inline void TensorProto::add_int_val(::google::protobuf::int32 value) { - int_val_.Add(value); - // @@protoc_insertion_point(field_add:tensorflow.TensorProto.int_val) -} -inline const ::google::protobuf::RepeatedField< ::google::protobuf::int32 >& -TensorProto::int_val() const { - // @@protoc_insertion_point(field_list:tensorflow.TensorProto.int_val) - return int_val_; -} -inline ::google::protobuf::RepeatedField< ::google::protobuf::int32 >* -TensorProto::mutable_int_val() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.TensorProto.int_val) - return &int_val_; -} - -// repeated bytes string_val = 8; -inline int TensorProto::string_val_size() const { - return string_val_.size(); -} -inline void TensorProto::clear_string_val() { - string_val_.Clear(); -} -inline const ::std::string& TensorProto::string_val(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.TensorProto.string_val) - return string_val_.Get(index); -} -inline ::std::string* TensorProto::mutable_string_val(int index) { - // @@protoc_insertion_point(field_mutable:tensorflow.TensorProto.string_val) - return string_val_.Mutable(index); -} -inline void TensorProto::set_string_val(int index, const ::std::string& value) { - // @@protoc_insertion_point(field_set:tensorflow.TensorProto.string_val) - string_val_.Mutable(index)->assign(value); -} -inline void TensorProto::set_string_val(int index, const char* value) { - string_val_.Mutable(index)->assign(value); - // @@protoc_insertion_point(field_set_char:tensorflow.TensorProto.string_val) -} -inline void TensorProto::set_string_val(int index, const void* value, size_t size) { - string_val_.Mutable(index)->assign( - reinterpret_cast(value), size); - // @@protoc_insertion_point(field_set_pointer:tensorflow.TensorProto.string_val) -} -inline ::std::string* TensorProto::add_string_val() { - // @@protoc_insertion_point(field_add_mutable:tensorflow.TensorProto.string_val) - return string_val_.Add(); -} -inline void TensorProto::add_string_val(const ::std::string& value) { - string_val_.Add()->assign(value); - // @@protoc_insertion_point(field_add:tensorflow.TensorProto.string_val) -} -inline void TensorProto::add_string_val(const char* value) { - string_val_.Add()->assign(value); - // @@protoc_insertion_point(field_add_char:tensorflow.TensorProto.string_val) -} -inline void TensorProto::add_string_val(const void* value, size_t size) { - string_val_.Add()->assign(reinterpret_cast(value), size); - // @@protoc_insertion_point(field_add_pointer:tensorflow.TensorProto.string_val) -} -inline const ::google::protobuf::RepeatedPtrField< ::std::string>& -TensorProto::string_val() const { - // @@protoc_insertion_point(field_list:tensorflow.TensorProto.string_val) - return string_val_; -} -inline ::google::protobuf::RepeatedPtrField< ::std::string>* -TensorProto::mutable_string_val() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.TensorProto.string_val) - return &string_val_; -} - -// repeated float scomplex_val = 9 [packed = true]; -inline int TensorProto::scomplex_val_size() const { - return scomplex_val_.size(); -} -inline void TensorProto::clear_scomplex_val() { - scomplex_val_.Clear(); -} -inline float TensorProto::scomplex_val(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.TensorProto.scomplex_val) - return scomplex_val_.Get(index); -} -inline void TensorProto::set_scomplex_val(int index, float value) { - scomplex_val_.Set(index, value); - // @@protoc_insertion_point(field_set:tensorflow.TensorProto.scomplex_val) -} -inline void TensorProto::add_scomplex_val(float value) { - scomplex_val_.Add(value); - // @@protoc_insertion_point(field_add:tensorflow.TensorProto.scomplex_val) -} -inline const ::google::protobuf::RepeatedField< float >& -TensorProto::scomplex_val() const { - // @@protoc_insertion_point(field_list:tensorflow.TensorProto.scomplex_val) - return scomplex_val_; -} -inline ::google::protobuf::RepeatedField< float >* -TensorProto::mutable_scomplex_val() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.TensorProto.scomplex_val) - return &scomplex_val_; -} - -// repeated int64 int64_val = 10 [packed = true]; -inline int TensorProto::int64_val_size() const { - return int64_val_.size(); -} -inline void TensorProto::clear_int64_val() { - int64_val_.Clear(); -} -inline ::google::protobuf::int64 TensorProto::int64_val(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.TensorProto.int64_val) - return int64_val_.Get(index); -} -inline void TensorProto::set_int64_val(int index, ::google::protobuf::int64 value) { - int64_val_.Set(index, value); - // @@protoc_insertion_point(field_set:tensorflow.TensorProto.int64_val) -} -inline void TensorProto::add_int64_val(::google::protobuf::int64 value) { - int64_val_.Add(value); - // @@protoc_insertion_point(field_add:tensorflow.TensorProto.int64_val) -} -inline const ::google::protobuf::RepeatedField< ::google::protobuf::int64 >& -TensorProto::int64_val() const { - // @@protoc_insertion_point(field_list:tensorflow.TensorProto.int64_val) - return int64_val_; -} -inline ::google::protobuf::RepeatedField< ::google::protobuf::int64 >* -TensorProto::mutable_int64_val() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.TensorProto.int64_val) - return &int64_val_; -} - -// repeated bool bool_val = 11 [packed = true]; -inline int TensorProto::bool_val_size() const { - return bool_val_.size(); -} -inline void TensorProto::clear_bool_val() { - bool_val_.Clear(); -} -inline bool TensorProto::bool_val(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.TensorProto.bool_val) - return bool_val_.Get(index); -} -inline void TensorProto::set_bool_val(int index, bool value) { - bool_val_.Set(index, value); - // @@protoc_insertion_point(field_set:tensorflow.TensorProto.bool_val) -} -inline void TensorProto::add_bool_val(bool value) { - bool_val_.Add(value); - // @@protoc_insertion_point(field_add:tensorflow.TensorProto.bool_val) -} -inline const ::google::protobuf::RepeatedField< bool >& -TensorProto::bool_val() const { - // @@protoc_insertion_point(field_list:tensorflow.TensorProto.bool_val) - return bool_val_; -} -inline ::google::protobuf::RepeatedField< bool >* -TensorProto::mutable_bool_val() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.TensorProto.bool_val) - return &bool_val_; -} - -// repeated double dcomplex_val = 12 [packed = true]; -inline int TensorProto::dcomplex_val_size() const { - return dcomplex_val_.size(); -} -inline void TensorProto::clear_dcomplex_val() { - dcomplex_val_.Clear(); -} -inline double TensorProto::dcomplex_val(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.TensorProto.dcomplex_val) - return dcomplex_val_.Get(index); -} -inline void TensorProto::set_dcomplex_val(int index, double value) { - dcomplex_val_.Set(index, value); - // @@protoc_insertion_point(field_set:tensorflow.TensorProto.dcomplex_val) -} -inline void TensorProto::add_dcomplex_val(double value) { - dcomplex_val_.Add(value); - // @@protoc_insertion_point(field_add:tensorflow.TensorProto.dcomplex_val) -} -inline const ::google::protobuf::RepeatedField< double >& -TensorProto::dcomplex_val() const { - // @@protoc_insertion_point(field_list:tensorflow.TensorProto.dcomplex_val) - return dcomplex_val_; -} -inline ::google::protobuf::RepeatedField< double >* -TensorProto::mutable_dcomplex_val() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.TensorProto.dcomplex_val) - return &dcomplex_val_; -} - -inline const TensorProto* TensorProto::internal_default_instance() { - return &TensorProto_default_instance_.get(); -} -#endif // !PROTOBUF_INLINE_NOT_IN_HEADERS - -// @@protoc_insertion_point(namespace_scope) - -} // namespace tensorflow - -// @@protoc_insertion_point(global_scope) - -#endif // PROTOBUF_tensor_2eproto__INCLUDED diff --git a/modules/dnn/misc/tensorflow/tensor_shape.pb.cc b/modules/dnn/misc/tensorflow/tensor_shape.pb.cc deleted file mode 100644 index 1e92ff884..000000000 --- a/modules/dnn/misc/tensorflow/tensor_shape.pb.cc +++ /dev/null @@ -1,895 +0,0 @@ -// Generated by the protocol buffer compiler. DO NOT EDIT! -// source: tensor_shape.proto - -#define INTERNAL_SUPPRESS_PROTOBUF_FIELD_DEPRECATION -#include "tensor_shape.pb.h" - -#include - -#include -#include -#include -#include -#include -#include -#include -#include -#include -// @@protoc_insertion_point(includes) - -namespace tensorflow { - -namespace { - -const ::google::protobuf::Descriptor* TensorShapeProto_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - TensorShapeProto_reflection_ = NULL; -const ::google::protobuf::Descriptor* TensorShapeProto_Dim_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - TensorShapeProto_Dim_reflection_ = NULL; - -} // namespace - - -void protobuf_AssignDesc_tensor_5fshape_2eproto() GOOGLE_ATTRIBUTE_COLD; -void protobuf_AssignDesc_tensor_5fshape_2eproto() { - protobuf_AddDesc_tensor_5fshape_2eproto(); - const ::google::protobuf::FileDescriptor* file = - ::google::protobuf::DescriptorPool::generated_pool()->FindFileByName( - "tensor_shape.proto"); - GOOGLE_CHECK(file != NULL); - TensorShapeProto_descriptor_ = file->message_type(0); - static const int TensorShapeProto_offsets_[2] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TensorShapeProto, dim_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TensorShapeProto, unknown_rank_), - }; - TensorShapeProto_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - TensorShapeProto_descriptor_, - TensorShapeProto::internal_default_instance(), - TensorShapeProto_offsets_, - -1, - -1, - -1, - sizeof(TensorShapeProto), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TensorShapeProto, _internal_metadata_)); - TensorShapeProto_Dim_descriptor_ = TensorShapeProto_descriptor_->nested_type(0); - static const int TensorShapeProto_Dim_offsets_[2] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TensorShapeProto_Dim, size_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TensorShapeProto_Dim, name_), - }; - TensorShapeProto_Dim_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - TensorShapeProto_Dim_descriptor_, - TensorShapeProto_Dim::internal_default_instance(), - TensorShapeProto_Dim_offsets_, - -1, - -1, - -1, - sizeof(TensorShapeProto_Dim), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TensorShapeProto_Dim, _internal_metadata_)); -} - -namespace { - -GOOGLE_PROTOBUF_DECLARE_ONCE(protobuf_AssignDescriptors_once_); -void protobuf_AssignDescriptorsOnce() { - ::google::protobuf::GoogleOnceInit(&protobuf_AssignDescriptors_once_, - &protobuf_AssignDesc_tensor_5fshape_2eproto); -} - -void protobuf_RegisterTypes(const ::std::string&) GOOGLE_ATTRIBUTE_COLD; -void protobuf_RegisterTypes(const ::std::string&) { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - TensorShapeProto_descriptor_, TensorShapeProto::internal_default_instance()); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - TensorShapeProto_Dim_descriptor_, TensorShapeProto_Dim::internal_default_instance()); -} - -} // namespace - -void protobuf_ShutdownFile_tensor_5fshape_2eproto() { - TensorShapeProto_default_instance_.Shutdown(); - delete TensorShapeProto_reflection_; - TensorShapeProto_Dim_default_instance_.Shutdown(); - delete TensorShapeProto_Dim_reflection_; -} - -void protobuf_InitDefaults_tensor_5fshape_2eproto_impl() { - GOOGLE_PROTOBUF_VERIFY_VERSION; - - TensorShapeProto_default_instance_.DefaultConstruct(); - ::google::protobuf::internal::GetEmptyString(); - TensorShapeProto_Dim_default_instance_.DefaultConstruct(); - TensorShapeProto_default_instance_.get_mutable()->InitAsDefaultInstance(); - TensorShapeProto_Dim_default_instance_.get_mutable()->InitAsDefaultInstance(); -} - -GOOGLE_PROTOBUF_DECLARE_ONCE(protobuf_InitDefaults_tensor_5fshape_2eproto_once_); -void protobuf_InitDefaults_tensor_5fshape_2eproto() { - ::google::protobuf::GoogleOnceInit(&protobuf_InitDefaults_tensor_5fshape_2eproto_once_, - &protobuf_InitDefaults_tensor_5fshape_2eproto_impl); -} -void protobuf_AddDesc_tensor_5fshape_2eproto_impl() { - GOOGLE_PROTOBUF_VERIFY_VERSION; - - protobuf_InitDefaults_tensor_5fshape_2eproto(); - ::google::protobuf::DescriptorPool::InternalAddGeneratedFile( - "\n\022tensor_shape.proto\022\ntensorflow\"z\n\020Tens" - "orShapeProto\022-\n\003dim\030\002 \003(\0132 .tensorflow.T" - "ensorShapeProto.Dim\022\024\n\014unknown_rank\030\003 \001(" - "\010\032!\n\003Dim\022\014\n\004size\030\001 \001(\003\022\014\n\004name\030\002 \001(\tB2\n\030" - "org.tensorflow.frameworkB\021TensorShapePro" - "tosP\001\370\001\001b\006proto3", 216); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedFile( - "tensor_shape.proto", &protobuf_RegisterTypes); - ::google::protobuf::internal::OnShutdown(&protobuf_ShutdownFile_tensor_5fshape_2eproto); -} - -GOOGLE_PROTOBUF_DECLARE_ONCE(protobuf_AddDesc_tensor_5fshape_2eproto_once_); -void protobuf_AddDesc_tensor_5fshape_2eproto() { - ::google::protobuf::GoogleOnceInit(&protobuf_AddDesc_tensor_5fshape_2eproto_once_, - &protobuf_AddDesc_tensor_5fshape_2eproto_impl); -} -// Force AddDescriptors() to be called at static initialization time. -struct StaticDescriptorInitializer_tensor_5fshape_2eproto { - StaticDescriptorInitializer_tensor_5fshape_2eproto() { - protobuf_AddDesc_tensor_5fshape_2eproto(); - } -} static_descriptor_initializer_tensor_5fshape_2eproto_; - -namespace { - -static void MergeFromFail(int line) GOOGLE_ATTRIBUTE_COLD GOOGLE_ATTRIBUTE_NORETURN; -static void MergeFromFail(int line) { - ::google::protobuf::internal::MergeFromFail(__FILE__, line); -} - -} // namespace - - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int TensorShapeProto_Dim::kSizeFieldNumber; -const int TensorShapeProto_Dim::kNameFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -TensorShapeProto_Dim::TensorShapeProto_Dim() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_tensor_5fshape_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:tensorflow.TensorShapeProto.Dim) -} -TensorShapeProto_Dim::TensorShapeProto_Dim(::google::protobuf::Arena* arena) - : ::google::protobuf::Message(), - _internal_metadata_(arena) { -#ifdef GOOGLE_PROTOBUF_NO_STATIC_INITIALIZER - protobuf_InitDefaults_tensor_5fshape_2eproto(); -#endif // GOOGLE_PROTOBUF_NO_STATIC_INITIALIZER - SharedCtor(); - RegisterArenaDtor(arena); - // @@protoc_insertion_point(arena_constructor:tensorflow.TensorShapeProto.Dim) -} - -void TensorShapeProto_Dim::InitAsDefaultInstance() { -} - -TensorShapeProto_Dim::TensorShapeProto_Dim(const TensorShapeProto_Dim& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:tensorflow.TensorShapeProto.Dim) -} - -void TensorShapeProto_Dim::SharedCtor() { - name_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); - size_ = GOOGLE_LONGLONG(0); - _cached_size_ = 0; -} - -TensorShapeProto_Dim::~TensorShapeProto_Dim() { - // @@protoc_insertion_point(destructor:tensorflow.TensorShapeProto.Dim) - SharedDtor(); -} - -void TensorShapeProto_Dim::SharedDtor() { - ::google::protobuf::Arena* arena = GetArenaNoVirtual(); - if (arena != NULL) { - return; - } - - name_.Destroy(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), arena); -} - -void TensorShapeProto_Dim::ArenaDtor(void* object) { - TensorShapeProto_Dim* _this = reinterpret_cast< TensorShapeProto_Dim* >(object); - (void)_this; -} -void TensorShapeProto_Dim::RegisterArenaDtor(::google::protobuf::Arena* arena) { -} -void TensorShapeProto_Dim::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* TensorShapeProto_Dim::descriptor() { - protobuf_AssignDescriptorsOnce(); - return TensorShapeProto_Dim_descriptor_; -} - -const TensorShapeProto_Dim& TensorShapeProto_Dim::default_instance() { - protobuf_InitDefaults_tensor_5fshape_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed TensorShapeProto_Dim_default_instance_; - -TensorShapeProto_Dim* TensorShapeProto_Dim::New(::google::protobuf::Arena* arena) const { - return ::google::protobuf::Arena::CreateMessage(arena); -} - -void TensorShapeProto_Dim::Clear() { -// @@protoc_insertion_point(message_clear_start:tensorflow.TensorShapeProto.Dim) - size_ = GOOGLE_LONGLONG(0); - name_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} - -bool TensorShapeProto_Dim::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:tensorflow.TensorShapeProto.Dim) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional int64 size = 1; - case 1: { - if (tag == 8) { - - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int64, ::google::protobuf::internal::WireFormatLite::TYPE_INT64>( - input, &size_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(18)) goto parse_name; - break; - } - - // optional string name = 2; - case 2: { - if (tag == 18) { - parse_name: - DO_(::google::protobuf::internal::WireFormatLite::ReadString( - input, this->mutable_name())); - DO_(::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->name().data(), this->name().length(), - ::google::protobuf::internal::WireFormatLite::PARSE, - "tensorflow.TensorShapeProto.Dim.name")); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormatLite::SkipField(input, tag)); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:tensorflow.TensorShapeProto.Dim) - return true; -failure: - // @@protoc_insertion_point(parse_failure:tensorflow.TensorShapeProto.Dim) - return false; -#undef DO_ -} - -void TensorShapeProto_Dim::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:tensorflow.TensorShapeProto.Dim) - // optional int64 size = 1; - if (this->size() != 0) { - ::google::protobuf::internal::WireFormatLite::WriteInt64(1, this->size(), output); - } - - // optional string name = 2; - if (this->name().size() > 0) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->name().data(), this->name().length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.TensorShapeProto.Dim.name"); - ::google::protobuf::internal::WireFormatLite::WriteStringMaybeAliased( - 2, this->name(), output); - } - - // @@protoc_insertion_point(serialize_end:tensorflow.TensorShapeProto.Dim) -} - -::google::protobuf::uint8* TensorShapeProto_Dim::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:tensorflow.TensorShapeProto.Dim) - // optional int64 size = 1; - if (this->size() != 0) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt64ToArray(1, this->size(), target); - } - - // optional string name = 2; - if (this->name().size() > 0) { - ::google::protobuf::internal::WireFormatLite::VerifyUtf8String( - this->name().data(), this->name().length(), - ::google::protobuf::internal::WireFormatLite::SERIALIZE, - "tensorflow.TensorShapeProto.Dim.name"); - target = - ::google::protobuf::internal::WireFormatLite::WriteStringToArray( - 2, this->name(), target); - } - - // @@protoc_insertion_point(serialize_to_array_end:tensorflow.TensorShapeProto.Dim) - return target; -} - -size_t TensorShapeProto_Dim::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:tensorflow.TensorShapeProto.Dim) - size_t total_size = 0; - - // optional int64 size = 1; - if (this->size() != 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int64Size( - this->size()); - } - - // optional string name = 2; - if (this->name().size() > 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::StringSize( - this->name()); - } - - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void TensorShapeProto_Dim::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:tensorflow.TensorShapeProto.Dim) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const TensorShapeProto_Dim* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:tensorflow.TensorShapeProto.Dim) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:tensorflow.TensorShapeProto.Dim) - UnsafeMergeFrom(*source); - } -} - -void TensorShapeProto_Dim::MergeFrom(const TensorShapeProto_Dim& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:tensorflow.TensorShapeProto.Dim) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void TensorShapeProto_Dim::UnsafeMergeFrom(const TensorShapeProto_Dim& from) { - GOOGLE_DCHECK(&from != this); - if (from.size() != 0) { - set_size(from.size()); - } - if (from.name().size() > 0) { - set_name(from.name()); - } -} - -void TensorShapeProto_Dim::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:tensorflow.TensorShapeProto.Dim) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void TensorShapeProto_Dim::CopyFrom(const TensorShapeProto_Dim& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:tensorflow.TensorShapeProto.Dim) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool TensorShapeProto_Dim::IsInitialized() const { - - return true; -} - -void TensorShapeProto_Dim::Swap(TensorShapeProto_Dim* other) { - if (other == this) return; - if (GetArenaNoVirtual() == other->GetArenaNoVirtual()) { - InternalSwap(other); - } else { - TensorShapeProto_Dim temp; - temp.UnsafeMergeFrom(*this); - CopyFrom(*other); - other->CopyFrom(temp); - } -} -void TensorShapeProto_Dim::UnsafeArenaSwap(TensorShapeProto_Dim* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArenaNoVirtual() == other->GetArenaNoVirtual()); - InternalSwap(other); -} -void TensorShapeProto_Dim::InternalSwap(TensorShapeProto_Dim* other) { - std::swap(size_, other->size_); - name_.Swap(&other->name_); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata TensorShapeProto_Dim::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = TensorShapeProto_Dim_descriptor_; - metadata.reflection = TensorShapeProto_Dim_reflection_; - return metadata; -} - - -// ------------------------------------------------------------------- - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int TensorShapeProto::kDimFieldNumber; -const int TensorShapeProto::kUnknownRankFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -TensorShapeProto::TensorShapeProto() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_tensor_5fshape_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:tensorflow.TensorShapeProto) -} -TensorShapeProto::TensorShapeProto(::google::protobuf::Arena* arena) - : ::google::protobuf::Message(), - _internal_metadata_(arena), - dim_(arena) { -#ifdef GOOGLE_PROTOBUF_NO_STATIC_INITIALIZER - protobuf_InitDefaults_tensor_5fshape_2eproto(); -#endif // GOOGLE_PROTOBUF_NO_STATIC_INITIALIZER - SharedCtor(); - RegisterArenaDtor(arena); - // @@protoc_insertion_point(arena_constructor:tensorflow.TensorShapeProto) -} - -void TensorShapeProto::InitAsDefaultInstance() { -} - -TensorShapeProto::TensorShapeProto(const TensorShapeProto& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:tensorflow.TensorShapeProto) -} - -void TensorShapeProto::SharedCtor() { - unknown_rank_ = false; - _cached_size_ = 0; -} - -TensorShapeProto::~TensorShapeProto() { - // @@protoc_insertion_point(destructor:tensorflow.TensorShapeProto) - SharedDtor(); -} - -void TensorShapeProto::SharedDtor() { - ::google::protobuf::Arena* arena = GetArenaNoVirtual(); - if (arena != NULL) { - return; - } - -} - -void TensorShapeProto::ArenaDtor(void* object) { - TensorShapeProto* _this = reinterpret_cast< TensorShapeProto* >(object); - (void)_this; -} -void TensorShapeProto::RegisterArenaDtor(::google::protobuf::Arena* arena) { -} -void TensorShapeProto::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* TensorShapeProto::descriptor() { - protobuf_AssignDescriptorsOnce(); - return TensorShapeProto_descriptor_; -} - -const TensorShapeProto& TensorShapeProto::default_instance() { - protobuf_InitDefaults_tensor_5fshape_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed TensorShapeProto_default_instance_; - -TensorShapeProto* TensorShapeProto::New(::google::protobuf::Arena* arena) const { - return ::google::protobuf::Arena::CreateMessage(arena); -} - -void TensorShapeProto::Clear() { -// @@protoc_insertion_point(message_clear_start:tensorflow.TensorShapeProto) - unknown_rank_ = false; - dim_.Clear(); -} - -bool TensorShapeProto::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:tensorflow.TensorShapeProto) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // repeated .tensorflow.TensorShapeProto.Dim dim = 2; - case 2: { - if (tag == 18) { - DO_(input->IncrementRecursionDepth()); - parse_loop_dim: - DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtualNoRecursionDepth( - input, add_dim())); - } else { - goto handle_unusual; - } - if (input->ExpectTag(18)) goto parse_loop_dim; - input->UnsafeDecrementRecursionDepth(); - if (input->ExpectTag(24)) goto parse_unknown_rank; - break; - } - - // optional bool unknown_rank = 3; - case 3: { - if (tag == 24) { - parse_unknown_rank: - - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>( - input, &unknown_rank_))); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormatLite::SkipField(input, tag)); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:tensorflow.TensorShapeProto) - return true; -failure: - // @@protoc_insertion_point(parse_failure:tensorflow.TensorShapeProto) - return false; -#undef DO_ -} - -void TensorShapeProto::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:tensorflow.TensorShapeProto) - // repeated .tensorflow.TensorShapeProto.Dim dim = 2; - for (unsigned int i = 0, n = this->dim_size(); i < n; i++) { - ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray( - 2, this->dim(i), output); - } - - // optional bool unknown_rank = 3; - if (this->unknown_rank() != 0) { - ::google::protobuf::internal::WireFormatLite::WriteBool(3, this->unknown_rank(), output); - } - - // @@protoc_insertion_point(serialize_end:tensorflow.TensorShapeProto) -} - -::google::protobuf::uint8* TensorShapeProto::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:tensorflow.TensorShapeProto) - // repeated .tensorflow.TensorShapeProto.Dim dim = 2; - for (unsigned int i = 0, n = this->dim_size(); i < n; i++) { - target = ::google::protobuf::internal::WireFormatLite:: - InternalWriteMessageNoVirtualToArray( - 2, this->dim(i), false, target); - } - - // optional bool unknown_rank = 3; - if (this->unknown_rank() != 0) { - target = ::google::protobuf::internal::WireFormatLite::WriteBoolToArray(3, this->unknown_rank(), target); - } - - // @@protoc_insertion_point(serialize_to_array_end:tensorflow.TensorShapeProto) - return target; -} - -size_t TensorShapeProto::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:tensorflow.TensorShapeProto) - size_t total_size = 0; - - // optional bool unknown_rank = 3; - if (this->unknown_rank() != 0) { - total_size += 1 + 1; - } - - // repeated .tensorflow.TensorShapeProto.Dim dim = 2; - { - unsigned int count = this->dim_size(); - total_size += 1UL * count; - for (unsigned int i = 0; i < count; i++) { - total_size += - ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual( - this->dim(i)); - } - } - - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void TensorShapeProto::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:tensorflow.TensorShapeProto) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const TensorShapeProto* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:tensorflow.TensorShapeProto) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:tensorflow.TensorShapeProto) - UnsafeMergeFrom(*source); - } -} - -void TensorShapeProto::MergeFrom(const TensorShapeProto& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:tensorflow.TensorShapeProto) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void TensorShapeProto::UnsafeMergeFrom(const TensorShapeProto& from) { - GOOGLE_DCHECK(&from != this); - dim_.MergeFrom(from.dim_); - if (from.unknown_rank() != 0) { - set_unknown_rank(from.unknown_rank()); - } -} - -void TensorShapeProto::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:tensorflow.TensorShapeProto) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void TensorShapeProto::CopyFrom(const TensorShapeProto& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:tensorflow.TensorShapeProto) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool TensorShapeProto::IsInitialized() const { - - return true; -} - -void TensorShapeProto::Swap(TensorShapeProto* other) { - if (other == this) return; - if (GetArenaNoVirtual() == other->GetArenaNoVirtual()) { - InternalSwap(other); - } else { - TensorShapeProto temp; - temp.UnsafeMergeFrom(*this); - CopyFrom(*other); - other->CopyFrom(temp); - } -} -void TensorShapeProto::UnsafeArenaSwap(TensorShapeProto* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArenaNoVirtual() == other->GetArenaNoVirtual()); - InternalSwap(other); -} -void TensorShapeProto::InternalSwap(TensorShapeProto* other) { - dim_.UnsafeArenaSwap(&other->dim_); - std::swap(unknown_rank_, other->unknown_rank_); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata TensorShapeProto::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = TensorShapeProto_descriptor_; - metadata.reflection = TensorShapeProto_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// TensorShapeProto_Dim - -// optional int64 size = 1; -void TensorShapeProto_Dim::clear_size() { - size_ = GOOGLE_LONGLONG(0); -} -::google::protobuf::int64 TensorShapeProto_Dim::size() const { - // @@protoc_insertion_point(field_get:tensorflow.TensorShapeProto.Dim.size) - return size_; -} -void TensorShapeProto_Dim::set_size(::google::protobuf::int64 value) { - - size_ = value; - // @@protoc_insertion_point(field_set:tensorflow.TensorShapeProto.Dim.size) -} - -// optional string name = 2; -void TensorShapeProto_Dim::clear_name() { - name_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -const ::std::string& TensorShapeProto_Dim::name() const { - // @@protoc_insertion_point(field_get:tensorflow.TensorShapeProto.Dim.name) - return name_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -void TensorShapeProto_Dim::set_name(const ::std::string& value) { - - name_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.TensorShapeProto.Dim.name) -} -void TensorShapeProto_Dim::set_name(const char* value) { - - name_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.TensorShapeProto.Dim.name) -} -void TensorShapeProto_Dim::set_name(const char* value, - size_t size) { - - name_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.TensorShapeProto.Dim.name) -} -::std::string* TensorShapeProto_Dim::mutable_name() { - - // @@protoc_insertion_point(field_mutable:tensorflow.TensorShapeProto.Dim.name) - return name_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -::std::string* TensorShapeProto_Dim::release_name() { - // @@protoc_insertion_point(field_release:tensorflow.TensorShapeProto.Dim.name) - - return name_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -::std::string* TensorShapeProto_Dim::unsafe_arena_release_name() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.TensorShapeProto.Dim.name) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - - return name_.UnsafeArenaRelease(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); -} -void TensorShapeProto_Dim::set_allocated_name(::std::string* name) { - if (name != NULL) { - - } else { - - } - name_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), name, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_allocated:tensorflow.TensorShapeProto.Dim.name) -} -void TensorShapeProto_Dim::unsafe_arena_set_allocated_name( - ::std::string* name) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (name != NULL) { - - } else { - - } - name_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - name, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.TensorShapeProto.Dim.name) -} - -inline const TensorShapeProto_Dim* TensorShapeProto_Dim::internal_default_instance() { - return &TensorShapeProto_Dim_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// TensorShapeProto - -// repeated .tensorflow.TensorShapeProto.Dim dim = 2; -int TensorShapeProto::dim_size() const { - return dim_.size(); -} -void TensorShapeProto::clear_dim() { - dim_.Clear(); -} -const ::tensorflow::TensorShapeProto_Dim& TensorShapeProto::dim(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.TensorShapeProto.dim) - return dim_.Get(index); -} -::tensorflow::TensorShapeProto_Dim* TensorShapeProto::mutable_dim(int index) { - // @@protoc_insertion_point(field_mutable:tensorflow.TensorShapeProto.dim) - return dim_.Mutable(index); -} -::tensorflow::TensorShapeProto_Dim* TensorShapeProto::add_dim() { - // @@protoc_insertion_point(field_add:tensorflow.TensorShapeProto.dim) - return dim_.Add(); -} -::google::protobuf::RepeatedPtrField< ::tensorflow::TensorShapeProto_Dim >* -TensorShapeProto::mutable_dim() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.TensorShapeProto.dim) - return &dim_; -} -const ::google::protobuf::RepeatedPtrField< ::tensorflow::TensorShapeProto_Dim >& -TensorShapeProto::dim() const { - // @@protoc_insertion_point(field_list:tensorflow.TensorShapeProto.dim) - return dim_; -} - -// optional bool unknown_rank = 3; -void TensorShapeProto::clear_unknown_rank() { - unknown_rank_ = false; -} -bool TensorShapeProto::unknown_rank() const { - // @@protoc_insertion_point(field_get:tensorflow.TensorShapeProto.unknown_rank) - return unknown_rank_; -} -void TensorShapeProto::set_unknown_rank(bool value) { - - unknown_rank_ = value; - // @@protoc_insertion_point(field_set:tensorflow.TensorShapeProto.unknown_rank) -} - -inline const TensorShapeProto* TensorShapeProto::internal_default_instance() { - return &TensorShapeProto_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// @@protoc_insertion_point(namespace_scope) - -} // namespace tensorflow - -// @@protoc_insertion_point(global_scope) diff --git a/modules/dnn/misc/tensorflow/tensor_shape.pb.h b/modules/dnn/misc/tensorflow/tensor_shape.pb.h deleted file mode 100644 index df66bfcca..000000000 --- a/modules/dnn/misc/tensorflow/tensor_shape.pb.h +++ /dev/null @@ -1,423 +0,0 @@ -// Generated by the protocol buffer compiler. DO NOT EDIT! -// source: tensor_shape.proto - -#ifndef PROTOBUF_tensor_5fshape_2eproto__INCLUDED -#define PROTOBUF_tensor_5fshape_2eproto__INCLUDED - -#include - -#include - -#if GOOGLE_PROTOBUF_VERSION < 3001000 -#error This file was generated by a newer version of protoc which is -#error incompatible with your Protocol Buffer headers. Please update -#error your headers. -#endif -#if 3001000 < GOOGLE_PROTOBUF_MIN_PROTOC_VERSION -#error This file was generated by an older version of protoc which is -#error incompatible with your Protocol Buffer headers. Please -#error regenerate this file with a newer version of protoc. -#endif - -#include -#include -#include -#include -#include -#include -#include -#include -// @@protoc_insertion_point(includes) - -namespace tensorflow { - -// Internal implementation detail -- do not call these. -void protobuf_AddDesc_tensor_5fshape_2eproto(); -void protobuf_InitDefaults_tensor_5fshape_2eproto(); -void protobuf_AssignDesc_tensor_5fshape_2eproto(); -void protobuf_ShutdownFile_tensor_5fshape_2eproto(); - -class TensorShapeProto; -class TensorShapeProto_Dim; - -// =================================================================== - -class TensorShapeProto_Dim : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:tensorflow.TensorShapeProto.Dim) */ { - public: - TensorShapeProto_Dim(); - virtual ~TensorShapeProto_Dim(); - - TensorShapeProto_Dim(const TensorShapeProto_Dim& from); - - inline TensorShapeProto_Dim& operator=(const TensorShapeProto_Dim& from) { - CopyFrom(from); - return *this; - } - - inline ::google::protobuf::Arena* GetArena() const { return GetArenaNoVirtual(); } - inline void* GetMaybeArenaPointer() const { - return MaybeArenaPtr(); - } - static const ::google::protobuf::Descriptor* descriptor(); - static const TensorShapeProto_Dim& default_instance(); - - static const TensorShapeProto_Dim* internal_default_instance(); - - void UnsafeArenaSwap(TensorShapeProto_Dim* other); - void Swap(TensorShapeProto_Dim* other); - - // implements Message ---------------------------------------------- - - inline TensorShapeProto_Dim* New() const { return New(NULL); } - - TensorShapeProto_Dim* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const TensorShapeProto_Dim& from); - void MergeFrom(const TensorShapeProto_Dim& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(TensorShapeProto_Dim* other); - void UnsafeMergeFrom(const TensorShapeProto_Dim& from); - protected: - explicit TensorShapeProto_Dim(::google::protobuf::Arena* arena); - private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::google::protobuf::Arena* arena); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional int64 size = 1; - void clear_size(); - static const int kSizeFieldNumber = 1; - ::google::protobuf::int64 size() const; - void set_size(::google::protobuf::int64 value); - - // optional string name = 2; - void clear_name(); - static const int kNameFieldNumber = 2; - const ::std::string& name() const; - void set_name(const ::std::string& value); - void set_name(const char* value); - void set_name(const char* value, size_t size); - ::std::string* mutable_name(); - ::std::string* release_name(); - void set_allocated_name(::std::string* name); - ::std::string* unsafe_arena_release_name(); - void unsafe_arena_set_allocated_name( - ::std::string* name); - - // @@protoc_insertion_point(class_scope:tensorflow.TensorShapeProto.Dim) - private: - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - friend class ::google::protobuf::Arena; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; - ::google::protobuf::internal::ArenaStringPtr name_; - ::google::protobuf::int64 size_; - mutable int _cached_size_; - friend void protobuf_InitDefaults_tensor_5fshape_2eproto_impl(); - friend void protobuf_AddDesc_tensor_5fshape_2eproto_impl(); - friend void protobuf_AssignDesc_tensor_5fshape_2eproto(); - friend void protobuf_ShutdownFile_tensor_5fshape_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed TensorShapeProto_Dim_default_instance_; - -// ------------------------------------------------------------------- - -class TensorShapeProto : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:tensorflow.TensorShapeProto) */ { - public: - TensorShapeProto(); - virtual ~TensorShapeProto(); - - TensorShapeProto(const TensorShapeProto& from); - - inline TensorShapeProto& operator=(const TensorShapeProto& from) { - CopyFrom(from); - return *this; - } - - inline ::google::protobuf::Arena* GetArena() const { return GetArenaNoVirtual(); } - inline void* GetMaybeArenaPointer() const { - return MaybeArenaPtr(); - } - static const ::google::protobuf::Descriptor* descriptor(); - static const TensorShapeProto& default_instance(); - - static const TensorShapeProto* internal_default_instance(); - - void UnsafeArenaSwap(TensorShapeProto* other); - void Swap(TensorShapeProto* other); - - // implements Message ---------------------------------------------- - - inline TensorShapeProto* New() const { return New(NULL); } - - TensorShapeProto* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const TensorShapeProto& from); - void MergeFrom(const TensorShapeProto& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(TensorShapeProto* other); - void UnsafeMergeFrom(const TensorShapeProto& from); - protected: - explicit TensorShapeProto(::google::protobuf::Arena* arena); - private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::google::protobuf::Arena* arena); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - typedef TensorShapeProto_Dim Dim; - - // accessors ------------------------------------------------------- - - // repeated .tensorflow.TensorShapeProto.Dim dim = 2; - int dim_size() const; - void clear_dim(); - static const int kDimFieldNumber = 2; - const ::tensorflow::TensorShapeProto_Dim& dim(int index) const; - ::tensorflow::TensorShapeProto_Dim* mutable_dim(int index); - ::tensorflow::TensorShapeProto_Dim* add_dim(); - ::google::protobuf::RepeatedPtrField< ::tensorflow::TensorShapeProto_Dim >* - mutable_dim(); - const ::google::protobuf::RepeatedPtrField< ::tensorflow::TensorShapeProto_Dim >& - dim() const; - - // optional bool unknown_rank = 3; - void clear_unknown_rank(); - static const int kUnknownRankFieldNumber = 3; - bool unknown_rank() const; - void set_unknown_rank(bool value); - - // @@protoc_insertion_point(class_scope:tensorflow.TensorShapeProto) - private: - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - friend class ::google::protobuf::Arena; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; - ::google::protobuf::RepeatedPtrField< ::tensorflow::TensorShapeProto_Dim > dim_; - bool unknown_rank_; - mutable int _cached_size_; - friend void protobuf_InitDefaults_tensor_5fshape_2eproto_impl(); - friend void protobuf_AddDesc_tensor_5fshape_2eproto_impl(); - friend void protobuf_AssignDesc_tensor_5fshape_2eproto(); - friend void protobuf_ShutdownFile_tensor_5fshape_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed TensorShapeProto_default_instance_; - -// =================================================================== - - -// =================================================================== - -#if !PROTOBUF_INLINE_NOT_IN_HEADERS -// TensorShapeProto_Dim - -// optional int64 size = 1; -inline void TensorShapeProto_Dim::clear_size() { - size_ = GOOGLE_LONGLONG(0); -} -inline ::google::protobuf::int64 TensorShapeProto_Dim::size() const { - // @@protoc_insertion_point(field_get:tensorflow.TensorShapeProto.Dim.size) - return size_; -} -inline void TensorShapeProto_Dim::set_size(::google::protobuf::int64 value) { - - size_ = value; - // @@protoc_insertion_point(field_set:tensorflow.TensorShapeProto.Dim.size) -} - -// optional string name = 2; -inline void TensorShapeProto_Dim::clear_name() { - name_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline const ::std::string& TensorShapeProto_Dim::name() const { - // @@protoc_insertion_point(field_get:tensorflow.TensorShapeProto.Dim.name) - return name_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited()); -} -inline void TensorShapeProto_Dim::set_name(const ::std::string& value) { - - name_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set:tensorflow.TensorShapeProto.Dim.name) -} -inline void TensorShapeProto_Dim::set_name(const char* value) { - - name_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_char:tensorflow.TensorShapeProto.Dim.name) -} -inline void TensorShapeProto_Dim::set_name(const char* value, - size_t size) { - - name_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_pointer:tensorflow.TensorShapeProto.Dim.name) -} -inline ::std::string* TensorShapeProto_Dim::mutable_name() { - - // @@protoc_insertion_point(field_mutable:tensorflow.TensorShapeProto.Dim.name) - return name_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline ::std::string* TensorShapeProto_Dim::release_name() { - // @@protoc_insertion_point(field_release:tensorflow.TensorShapeProto.Dim.name) - - return name_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual()); -} -inline ::std::string* TensorShapeProto_Dim::unsafe_arena_release_name() { - // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.TensorShapeProto.Dim.name) - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - - return name_.UnsafeArenaRelease(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - GetArenaNoVirtual()); -} -inline void TensorShapeProto_Dim::set_allocated_name(::std::string* name) { - if (name != NULL) { - - } else { - - } - name_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), name, - GetArenaNoVirtual()); - // @@protoc_insertion_point(field_set_allocated:tensorflow.TensorShapeProto.Dim.name) -} -inline void TensorShapeProto_Dim::unsafe_arena_set_allocated_name( - ::std::string* name) { - GOOGLE_DCHECK(GetArenaNoVirtual() != NULL); - if (name != NULL) { - - } else { - - } - name_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), - name, GetArenaNoVirtual()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.TensorShapeProto.Dim.name) -} - -inline const TensorShapeProto_Dim* TensorShapeProto_Dim::internal_default_instance() { - return &TensorShapeProto_Dim_default_instance_.get(); -} -// ------------------------------------------------------------------- - -// TensorShapeProto - -// repeated .tensorflow.TensorShapeProto.Dim dim = 2; -inline int TensorShapeProto::dim_size() const { - return dim_.size(); -} -inline void TensorShapeProto::clear_dim() { - dim_.Clear(); -} -inline const ::tensorflow::TensorShapeProto_Dim& TensorShapeProto::dim(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.TensorShapeProto.dim) - return dim_.Get(index); -} -inline ::tensorflow::TensorShapeProto_Dim* TensorShapeProto::mutable_dim(int index) { - // @@protoc_insertion_point(field_mutable:tensorflow.TensorShapeProto.dim) - return dim_.Mutable(index); -} -inline ::tensorflow::TensorShapeProto_Dim* TensorShapeProto::add_dim() { - // @@protoc_insertion_point(field_add:tensorflow.TensorShapeProto.dim) - return dim_.Add(); -} -inline ::google::protobuf::RepeatedPtrField< ::tensorflow::TensorShapeProto_Dim >* -TensorShapeProto::mutable_dim() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.TensorShapeProto.dim) - return &dim_; -} -inline const ::google::protobuf::RepeatedPtrField< ::tensorflow::TensorShapeProto_Dim >& -TensorShapeProto::dim() const { - // @@protoc_insertion_point(field_list:tensorflow.TensorShapeProto.dim) - return dim_; -} - -// optional bool unknown_rank = 3; -inline void TensorShapeProto::clear_unknown_rank() { - unknown_rank_ = false; -} -inline bool TensorShapeProto::unknown_rank() const { - // @@protoc_insertion_point(field_get:tensorflow.TensorShapeProto.unknown_rank) - return unknown_rank_; -} -inline void TensorShapeProto::set_unknown_rank(bool value) { - - unknown_rank_ = value; - // @@protoc_insertion_point(field_set:tensorflow.TensorShapeProto.unknown_rank) -} - -inline const TensorShapeProto* TensorShapeProto::internal_default_instance() { - return &TensorShapeProto_default_instance_.get(); -} -#endif // !PROTOBUF_INLINE_NOT_IN_HEADERS -// ------------------------------------------------------------------- - - -// @@protoc_insertion_point(namespace_scope) - -} // namespace tensorflow - -// @@protoc_insertion_point(global_scope) - -#endif // PROTOBUF_tensor_5fshape_2eproto__INCLUDED diff --git a/modules/dnn/misc/tensorflow/types.pb.cc b/modules/dnn/misc/tensorflow/types.pb.cc deleted file mode 100644 index 0e509cc20..000000000 --- a/modules/dnn/misc/tensorflow/types.pb.cc +++ /dev/null @@ -1,163 +0,0 @@ -// Generated by the protocol buffer compiler. DO NOT EDIT! -// source: types.proto - -#define INTERNAL_SUPPRESS_PROTOBUF_FIELD_DEPRECATION -#include "types.pb.h" - -#include - -#include -#include -#include -#include -#include -#include -#include -#include -#include -// @@protoc_insertion_point(includes) - -namespace tensorflow { - -namespace { - -const ::google::protobuf::EnumDescriptor* DataType_descriptor_ = NULL; - -} // namespace - - -void protobuf_AssignDesc_types_2eproto() GOOGLE_ATTRIBUTE_COLD; -void protobuf_AssignDesc_types_2eproto() { - protobuf_AddDesc_types_2eproto(); - const ::google::protobuf::FileDescriptor* file = - ::google::protobuf::DescriptorPool::generated_pool()->FindFileByName( - "types.proto"); - GOOGLE_CHECK(file != NULL); - DataType_descriptor_ = file->enum_type(0); -} - -namespace { - -GOOGLE_PROTOBUF_DECLARE_ONCE(protobuf_AssignDescriptors_once_); -void protobuf_AssignDescriptorsOnce() { - ::google::protobuf::GoogleOnceInit(&protobuf_AssignDescriptors_once_, - &protobuf_AssignDesc_types_2eproto); -} - -void protobuf_RegisterTypes(const ::std::string&) GOOGLE_ATTRIBUTE_COLD; -void protobuf_RegisterTypes(const ::std::string&) { - protobuf_AssignDescriptorsOnce(); -} - -} // namespace - -void protobuf_ShutdownFile_types_2eproto() { -} - -void protobuf_InitDefaults_types_2eproto_impl() { - GOOGLE_PROTOBUF_VERIFY_VERSION; - -} - -GOOGLE_PROTOBUF_DECLARE_ONCE(protobuf_InitDefaults_types_2eproto_once_); -void protobuf_InitDefaults_types_2eproto() { - ::google::protobuf::GoogleOnceInit(&protobuf_InitDefaults_types_2eproto_once_, - &protobuf_InitDefaults_types_2eproto_impl); -} -void protobuf_AddDesc_types_2eproto_impl() { - GOOGLE_PROTOBUF_VERIFY_VERSION; - - protobuf_InitDefaults_types_2eproto(); - ::google::protobuf::DescriptorPool::InternalAddGeneratedFile( - "\n\013types.proto\022\ntensorflow*\234\005\n\010DataType\022\016" - "\n\nDT_INVALID\020\000\022\014\n\010DT_FLOAT\020\001\022\r\n\tDT_DOUBL" - "E\020\002\022\014\n\010DT_INT32\020\003\022\014\n\010DT_UINT8\020\004\022\014\n\010DT_IN" - "T16\020\005\022\013\n\007DT_INT8\020\006\022\r\n\tDT_STRING\020\007\022\020\n\014DT_" - "COMPLEX64\020\010\022\014\n\010DT_INT64\020\t\022\013\n\007DT_BOOL\020\n\022\014" - "\n\010DT_QINT8\020\013\022\r\n\tDT_QUINT8\020\014\022\r\n\tDT_QINT32" - "\020\r\022\017\n\013DT_BFLOAT16\020\016\022\r\n\tDT_QINT16\020\017\022\016\n\nDT" - "_QUINT16\020\020\022\r\n\tDT_UINT16\020\021\022\021\n\rDT_COMPLEX1" - "28\020\022\022\013\n\007DT_HALF\020\023\022\020\n\014DT_FLOAT_REF\020e\022\021\n\rD" - "T_DOUBLE_REF\020f\022\020\n\014DT_INT32_REF\020g\022\020\n\014DT_U" - "INT8_REF\020h\022\020\n\014DT_INT16_REF\020i\022\017\n\013DT_INT8_" - "REF\020j\022\021\n\rDT_STRING_REF\020k\022\024\n\020DT_COMPLEX64" - "_REF\020l\022\020\n\014DT_INT64_REF\020m\022\017\n\013DT_BOOL_REF\020" - "n\022\020\n\014DT_QINT8_REF\020o\022\021\n\rDT_QUINT8_REF\020p\022\021" - "\n\rDT_QINT32_REF\020q\022\023\n\017DT_BFLOAT16_REF\020r\022\021" - "\n\rDT_QINT16_REF\020s\022\022\n\016DT_QUINT16_REF\020t\022\021\n" - "\rDT_UINT16_REF\020u\022\025\n\021DT_COMPLEX128_REF\020v\022" - "\017\n\013DT_HALF_REF\020wB,\n\030org.tensorflow.frame" - "workB\013TypesProtosP\001\370\001\001b\006proto3", 750); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedFile( - "types.proto", &protobuf_RegisterTypes); - ::google::protobuf::internal::OnShutdown(&protobuf_ShutdownFile_types_2eproto); -} - -GOOGLE_PROTOBUF_DECLARE_ONCE(protobuf_AddDesc_types_2eproto_once_); -void protobuf_AddDesc_types_2eproto() { - ::google::protobuf::GoogleOnceInit(&protobuf_AddDesc_types_2eproto_once_, - &protobuf_AddDesc_types_2eproto_impl); -} -// Force AddDescriptors() to be called at static initialization time. -struct StaticDescriptorInitializer_types_2eproto { - StaticDescriptorInitializer_types_2eproto() { - protobuf_AddDesc_types_2eproto(); - } -} static_descriptor_initializer_types_2eproto_; -const ::google::protobuf::EnumDescriptor* DataType_descriptor() { - protobuf_AssignDescriptorsOnce(); - return DataType_descriptor_; -} -bool DataType_IsValid(int value) { - switch (value) { - case 0: - case 1: - case 2: - case 3: - case 4: - case 5: - case 6: - case 7: - case 8: - case 9: - case 10: - case 11: - case 12: - case 13: - case 14: - case 15: - case 16: - case 17: - case 18: - case 19: - case 101: - case 102: - case 103: - case 104: - case 105: - case 106: - case 107: - case 108: - case 109: - case 110: - case 111: - case 112: - case 113: - case 114: - case 115: - case 116: - case 117: - case 118: - case 119: - return true; - default: - return false; - } -} - - -// @@protoc_insertion_point(namespace_scope) - -} // namespace tensorflow - -// @@protoc_insertion_point(global_scope) diff --git a/modules/dnn/misc/tensorflow/types.pb.h b/modules/dnn/misc/tensorflow/types.pb.h deleted file mode 100644 index 40ed7b856..000000000 --- a/modules/dnn/misc/tensorflow/types.pb.h +++ /dev/null @@ -1,129 +0,0 @@ -// Generated by the protocol buffer compiler. DO NOT EDIT! -// source: types.proto - -#ifndef PROTOBUF_types_2eproto__INCLUDED -#define PROTOBUF_types_2eproto__INCLUDED - -#include - -#include - -#if GOOGLE_PROTOBUF_VERSION < 3001000 -#error This file was generated by a newer version of protoc which is -#error incompatible with your Protocol Buffer headers. Please update -#error your headers. -#endif -#if 3001000 < GOOGLE_PROTOBUF_MIN_PROTOC_VERSION -#error This file was generated by an older version of protoc which is -#error incompatible with your Protocol Buffer headers. Please -#error regenerate this file with a newer version of protoc. -#endif - -#include -#include -#include -#include -#include -#include -#include -// @@protoc_insertion_point(includes) - -namespace tensorflow { - -// Internal implementation detail -- do not call these. -void protobuf_AddDesc_types_2eproto(); -void protobuf_InitDefaults_types_2eproto(); -void protobuf_AssignDesc_types_2eproto(); -void protobuf_ShutdownFile_types_2eproto(); - - -enum DataType { - DT_INVALID = 0, - DT_FLOAT = 1, - DT_DOUBLE = 2, - DT_INT32 = 3, - DT_UINT8 = 4, - DT_INT16 = 5, - DT_INT8 = 6, - DT_STRING = 7, - DT_COMPLEX64 = 8, - DT_INT64 = 9, - DT_BOOL = 10, - DT_QINT8 = 11, - DT_QUINT8 = 12, - DT_QINT32 = 13, - DT_BFLOAT16 = 14, - DT_QINT16 = 15, - DT_QUINT16 = 16, - DT_UINT16 = 17, - DT_COMPLEX128 = 18, - DT_HALF = 19, - DT_FLOAT_REF = 101, - DT_DOUBLE_REF = 102, - DT_INT32_REF = 103, - DT_UINT8_REF = 104, - DT_INT16_REF = 105, - DT_INT8_REF = 106, - DT_STRING_REF = 107, - DT_COMPLEX64_REF = 108, - DT_INT64_REF = 109, - DT_BOOL_REF = 110, - DT_QINT8_REF = 111, - DT_QUINT8_REF = 112, - DT_QINT32_REF = 113, - DT_BFLOAT16_REF = 114, - DT_QINT16_REF = 115, - DT_QUINT16_REF = 116, - DT_UINT16_REF = 117, - DT_COMPLEX128_REF = 118, - DT_HALF_REF = 119, - DataType_INT_MIN_SENTINEL_DO_NOT_USE_ = ::google::protobuf::kint32min, - DataType_INT_MAX_SENTINEL_DO_NOT_USE_ = ::google::protobuf::kint32max -}; -bool DataType_IsValid(int value); -const DataType DataType_MIN = DT_INVALID; -const DataType DataType_MAX = DT_HALF_REF; -const int DataType_ARRAYSIZE = DataType_MAX + 1; - -const ::google::protobuf::EnumDescriptor* DataType_descriptor(); -inline const ::std::string& DataType_Name(DataType value) { - return ::google::protobuf::internal::NameOfEnum( - DataType_descriptor(), value); -} -inline bool DataType_Parse( - const ::std::string& name, DataType* value) { - return ::google::protobuf::internal::ParseNamedEnum( - DataType_descriptor(), name, value); -} -// =================================================================== - - -// =================================================================== - - -// =================================================================== - -#if !PROTOBUF_INLINE_NOT_IN_HEADERS -#endif // !PROTOBUF_INLINE_NOT_IN_HEADERS - -// @@protoc_insertion_point(namespace_scope) - -} // namespace tensorflow - -#ifndef SWIG -namespace google { -namespace protobuf { - -template <> struct is_proto_enum< ::tensorflow::DataType> : ::google::protobuf::internal::true_type {}; -template <> -inline const EnumDescriptor* GetEnumDescriptor< ::tensorflow::DataType>() { - return ::tensorflow::DataType_descriptor(); -} - -} // namespace protobuf -} // namespace google -#endif // SWIG - -// @@protoc_insertion_point(global_scope) - -#endif // PROTOBUF_types_2eproto__INCLUDED diff --git a/modules/dnn/misc/tensorflow/versions.pb.cc b/modules/dnn/misc/tensorflow/versions.pb.cc deleted file mode 100644 index a4556a0ff..000000000 --- a/modules/dnn/misc/tensorflow/versions.pb.cc +++ /dev/null @@ -1,572 +0,0 @@ -// Generated by the protocol buffer compiler. DO NOT EDIT! -// source: versions.proto - -#define INTERNAL_SUPPRESS_PROTOBUF_FIELD_DEPRECATION -#include "versions.pb.h" - -#include - -#include -#include -#include -#include -#include -#include -#include -#include -#include -// @@protoc_insertion_point(includes) - -namespace tensorflow { - -namespace { - -const ::google::protobuf::Descriptor* VersionDef_descriptor_ = NULL; -const ::google::protobuf::internal::GeneratedMessageReflection* - VersionDef_reflection_ = NULL; - -} // namespace - - -void protobuf_AssignDesc_versions_2eproto() GOOGLE_ATTRIBUTE_COLD; -void protobuf_AssignDesc_versions_2eproto() { - protobuf_AddDesc_versions_2eproto(); - const ::google::protobuf::FileDescriptor* file = - ::google::protobuf::DescriptorPool::generated_pool()->FindFileByName( - "versions.proto"); - GOOGLE_CHECK(file != NULL); - VersionDef_descriptor_ = file->message_type(0); - static const int VersionDef_offsets_[3] = { - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(VersionDef, producer_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(VersionDef, min_consumer_), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(VersionDef, bad_consumers_), - }; - VersionDef_reflection_ = - ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection( - VersionDef_descriptor_, - VersionDef::internal_default_instance(), - VersionDef_offsets_, - -1, - -1, - -1, - sizeof(VersionDef), - GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(VersionDef, _internal_metadata_)); -} - -namespace { - -GOOGLE_PROTOBUF_DECLARE_ONCE(protobuf_AssignDescriptors_once_); -void protobuf_AssignDescriptorsOnce() { - ::google::protobuf::GoogleOnceInit(&protobuf_AssignDescriptors_once_, - &protobuf_AssignDesc_versions_2eproto); -} - -void protobuf_RegisterTypes(const ::std::string&) GOOGLE_ATTRIBUTE_COLD; -void protobuf_RegisterTypes(const ::std::string&) { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage( - VersionDef_descriptor_, VersionDef::internal_default_instance()); -} - -} // namespace - -void protobuf_ShutdownFile_versions_2eproto() { - VersionDef_default_instance_.Shutdown(); - delete VersionDef_reflection_; -} - -void protobuf_InitDefaults_versions_2eproto_impl() { - GOOGLE_PROTOBUF_VERIFY_VERSION; - - VersionDef_default_instance_.DefaultConstruct(); - VersionDef_default_instance_.get_mutable()->InitAsDefaultInstance(); -} - -GOOGLE_PROTOBUF_DECLARE_ONCE(protobuf_InitDefaults_versions_2eproto_once_); -void protobuf_InitDefaults_versions_2eproto() { - ::google::protobuf::GoogleOnceInit(&protobuf_InitDefaults_versions_2eproto_once_, - &protobuf_InitDefaults_versions_2eproto_impl); -} -void protobuf_AddDesc_versions_2eproto_impl() { - GOOGLE_PROTOBUF_VERIFY_VERSION; - - protobuf_InitDefaults_versions_2eproto(); - ::google::protobuf::DescriptorPool::InternalAddGeneratedFile( - "\n\016versions.proto\022\ntensorflow\"K\n\nVersionD" - "ef\022\020\n\010producer\030\001 \001(\005\022\024\n\014min_consumer\030\002 \001" - "(\005\022\025\n\rbad_consumers\030\003 \003(\005B/\n\030org.tensorf" - "low.frameworkB\016VersionsProtosP\001\370\001\001b\006prot" - "o3", 162); - ::google::protobuf::MessageFactory::InternalRegisterGeneratedFile( - "versions.proto", &protobuf_RegisterTypes); - ::google::protobuf::internal::OnShutdown(&protobuf_ShutdownFile_versions_2eproto); -} - -GOOGLE_PROTOBUF_DECLARE_ONCE(protobuf_AddDesc_versions_2eproto_once_); -void protobuf_AddDesc_versions_2eproto() { - ::google::protobuf::GoogleOnceInit(&protobuf_AddDesc_versions_2eproto_once_, - &protobuf_AddDesc_versions_2eproto_impl); -} -// Force AddDescriptors() to be called at static initialization time. -struct StaticDescriptorInitializer_versions_2eproto { - StaticDescriptorInitializer_versions_2eproto() { - protobuf_AddDesc_versions_2eproto(); - } -} static_descriptor_initializer_versions_2eproto_; - -namespace { - -static void MergeFromFail(int line) GOOGLE_ATTRIBUTE_COLD GOOGLE_ATTRIBUTE_NORETURN; -static void MergeFromFail(int line) { - ::google::protobuf::internal::MergeFromFail(__FILE__, line); -} - -} // namespace - - -// =================================================================== - -#if !defined(_MSC_VER) || _MSC_VER >= 1900 -const int VersionDef::kProducerFieldNumber; -const int VersionDef::kMinConsumerFieldNumber; -const int VersionDef::kBadConsumersFieldNumber; -#endif // !defined(_MSC_VER) || _MSC_VER >= 1900 - -VersionDef::VersionDef() - : ::google::protobuf::Message(), _internal_metadata_(NULL) { - if (this != internal_default_instance()) protobuf_InitDefaults_versions_2eproto(); - SharedCtor(); - // @@protoc_insertion_point(constructor:tensorflow.VersionDef) -} -VersionDef::VersionDef(::google::protobuf::Arena* arena) - : ::google::protobuf::Message(), - _internal_metadata_(arena), - bad_consumers_(arena) { -#ifdef GOOGLE_PROTOBUF_NO_STATIC_INITIALIZER - protobuf_InitDefaults_versions_2eproto(); -#endif // GOOGLE_PROTOBUF_NO_STATIC_INITIALIZER - SharedCtor(); - RegisterArenaDtor(arena); - // @@protoc_insertion_point(arena_constructor:tensorflow.VersionDef) -} - -void VersionDef::InitAsDefaultInstance() { -} - -VersionDef::VersionDef(const VersionDef& from) - : ::google::protobuf::Message(), - _internal_metadata_(NULL) { - SharedCtor(); - UnsafeMergeFrom(from); - // @@protoc_insertion_point(copy_constructor:tensorflow.VersionDef) -} - -void VersionDef::SharedCtor() { - ::memset(&producer_, 0, reinterpret_cast(&min_consumer_) - - reinterpret_cast(&producer_) + sizeof(min_consumer_)); - _cached_size_ = 0; -} - -VersionDef::~VersionDef() { - // @@protoc_insertion_point(destructor:tensorflow.VersionDef) - SharedDtor(); -} - -void VersionDef::SharedDtor() { - ::google::protobuf::Arena* arena = GetArenaNoVirtual(); - if (arena != NULL) { - return; - } - -} - -void VersionDef::ArenaDtor(void* object) { - VersionDef* _this = reinterpret_cast< VersionDef* >(object); - (void)_this; -} -void VersionDef::RegisterArenaDtor(::google::protobuf::Arena* arena) { -} -void VersionDef::SetCachedSize(int size) const { - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); -} -const ::google::protobuf::Descriptor* VersionDef::descriptor() { - protobuf_AssignDescriptorsOnce(); - return VersionDef_descriptor_; -} - -const VersionDef& VersionDef::default_instance() { - protobuf_InitDefaults_versions_2eproto(); - return *internal_default_instance(); -} - -::google::protobuf::internal::ExplicitlyConstructed VersionDef_default_instance_; - -VersionDef* VersionDef::New(::google::protobuf::Arena* arena) const { - return ::google::protobuf::Arena::CreateMessage(arena); -} - -void VersionDef::Clear() { -// @@protoc_insertion_point(message_clear_start:tensorflow.VersionDef) -#if defined(__clang__) -#define ZR_HELPER_(f) \ - _Pragma("clang diagnostic push") \ - _Pragma("clang diagnostic ignored \"-Winvalid-offsetof\"") \ - __builtin_offsetof(VersionDef, f) \ - _Pragma("clang diagnostic pop") -#else -#define ZR_HELPER_(f) reinterpret_cast(\ - &reinterpret_cast(16)->f) -#endif - -#define ZR_(first, last) do {\ - ::memset(&(first), 0,\ - ZR_HELPER_(last) - ZR_HELPER_(first) + sizeof(last));\ -} while (0) - - ZR_(producer_, min_consumer_); - -#undef ZR_HELPER_ -#undef ZR_ - - bad_consumers_.Clear(); -} - -bool VersionDef::MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input) { -#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure - ::google::protobuf::uint32 tag; - // @@protoc_insertion_point(parse_start:tensorflow.VersionDef) - for (;;) { - ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127); - tag = p.first; - if (!p.second) goto handle_unusual; - switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) { - // optional int32 producer = 1; - case 1: { - if (tag == 8) { - - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &producer_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(16)) goto parse_min_consumer; - break; - } - - // optional int32 min_consumer = 2; - case 2: { - if (tag == 16) { - parse_min_consumer: - - DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, &min_consumer_))); - } else { - goto handle_unusual; - } - if (input->ExpectTag(26)) goto parse_bad_consumers; - break; - } - - // repeated int32 bad_consumers = 3; - case 3: { - if (tag == 26) { - parse_bad_consumers: - DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitive< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - input, this->mutable_bad_consumers()))); - } else if (tag == 24) { - DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitiveNoInline< - ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>( - 1, 26, input, this->mutable_bad_consumers()))); - } else { - goto handle_unusual; - } - if (input->ExpectAtEnd()) goto success; - break; - } - - default: { - handle_unusual: - if (tag == 0 || - ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) == - ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) { - goto success; - } - DO_(::google::protobuf::internal::WireFormatLite::SkipField(input, tag)); - break; - } - } - } -success: - // @@protoc_insertion_point(parse_success:tensorflow.VersionDef) - return true; -failure: - // @@protoc_insertion_point(parse_failure:tensorflow.VersionDef) - return false; -#undef DO_ -} - -void VersionDef::SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const { - // @@protoc_insertion_point(serialize_start:tensorflow.VersionDef) - // optional int32 producer = 1; - if (this->producer() != 0) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(1, this->producer(), output); - } - - // optional int32 min_consumer = 2; - if (this->min_consumer() != 0) { - ::google::protobuf::internal::WireFormatLite::WriteInt32(2, this->min_consumer(), output); - } - - // repeated int32 bad_consumers = 3; - if (this->bad_consumers_size() > 0) { - ::google::protobuf::internal::WireFormatLite::WriteTag(3, ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED, output); - output->WriteVarint32(_bad_consumers_cached_byte_size_); - } - for (int i = 0; i < this->bad_consumers_size(); i++) { - ::google::protobuf::internal::WireFormatLite::WriteInt32NoTag( - this->bad_consumers(i), output); - } - - // @@protoc_insertion_point(serialize_end:tensorflow.VersionDef) -} - -::google::protobuf::uint8* VersionDef::InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* target) const { - (void)deterministic; // Unused - // @@protoc_insertion_point(serialize_to_array_start:tensorflow.VersionDef) - // optional int32 producer = 1; - if (this->producer() != 0) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(1, this->producer(), target); - } - - // optional int32 min_consumer = 2; - if (this->min_consumer() != 0) { - target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(2, this->min_consumer(), target); - } - - // repeated int32 bad_consumers = 3; - if (this->bad_consumers_size() > 0) { - target = ::google::protobuf::internal::WireFormatLite::WriteTagToArray( - 3, - ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED, - target); - target = ::google::protobuf::io::CodedOutputStream::WriteVarint32ToArray( - _bad_consumers_cached_byte_size_, target); - } - for (int i = 0; i < this->bad_consumers_size(); i++) { - target = ::google::protobuf::internal::WireFormatLite:: - WriteInt32NoTagToArray(this->bad_consumers(i), target); - } - - // @@protoc_insertion_point(serialize_to_array_end:tensorflow.VersionDef) - return target; -} - -size_t VersionDef::ByteSizeLong() const { -// @@protoc_insertion_point(message_byte_size_start:tensorflow.VersionDef) - size_t total_size = 0; - - // optional int32 producer = 1; - if (this->producer() != 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->producer()); - } - - // optional int32 min_consumer = 2; - if (this->min_consumer() != 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size( - this->min_consumer()); - } - - // repeated int32 bad_consumers = 3; - { - size_t data_size = 0; - unsigned int count = this->bad_consumers_size(); - for (unsigned int i = 0; i < count; i++) { - data_size += ::google::protobuf::internal::WireFormatLite:: - Int32Size(this->bad_consumers(i)); - } - if (data_size > 0) { - total_size += 1 + - ::google::protobuf::internal::WireFormatLite::Int32Size(data_size); - } - int cached_size = ::google::protobuf::internal::ToCachedSize(data_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _bad_consumers_cached_byte_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - total_size += data_size; - } - - int cached_size = ::google::protobuf::internal::ToCachedSize(total_size); - GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN(); - _cached_size_ = cached_size; - GOOGLE_SAFE_CONCURRENT_WRITES_END(); - return total_size; -} - -void VersionDef::MergeFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_merge_from_start:tensorflow.VersionDef) - if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__); - const VersionDef* source = - ::google::protobuf::internal::DynamicCastToGenerated( - &from); - if (source == NULL) { - // @@protoc_insertion_point(generalized_merge_from_cast_fail:tensorflow.VersionDef) - ::google::protobuf::internal::ReflectionOps::Merge(from, this); - } else { - // @@protoc_insertion_point(generalized_merge_from_cast_success:tensorflow.VersionDef) - UnsafeMergeFrom(*source); - } -} - -void VersionDef::MergeFrom(const VersionDef& from) { -// @@protoc_insertion_point(class_specific_merge_from_start:tensorflow.VersionDef) - if (GOOGLE_PREDICT_TRUE(&from != this)) { - UnsafeMergeFrom(from); - } else { - MergeFromFail(__LINE__); - } -} - -void VersionDef::UnsafeMergeFrom(const VersionDef& from) { - GOOGLE_DCHECK(&from != this); - bad_consumers_.UnsafeMergeFrom(from.bad_consumers_); - if (from.producer() != 0) { - set_producer(from.producer()); - } - if (from.min_consumer() != 0) { - set_min_consumer(from.min_consumer()); - } -} - -void VersionDef::CopyFrom(const ::google::protobuf::Message& from) { -// @@protoc_insertion_point(generalized_copy_from_start:tensorflow.VersionDef) - if (&from == this) return; - Clear(); - MergeFrom(from); -} - -void VersionDef::CopyFrom(const VersionDef& from) { -// @@protoc_insertion_point(class_specific_copy_from_start:tensorflow.VersionDef) - if (&from == this) return; - Clear(); - UnsafeMergeFrom(from); -} - -bool VersionDef::IsInitialized() const { - - return true; -} - -void VersionDef::Swap(VersionDef* other) { - if (other == this) return; - if (GetArenaNoVirtual() == other->GetArenaNoVirtual()) { - InternalSwap(other); - } else { - VersionDef temp; - temp.UnsafeMergeFrom(*this); - CopyFrom(*other); - other->CopyFrom(temp); - } -} -void VersionDef::UnsafeArenaSwap(VersionDef* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArenaNoVirtual() == other->GetArenaNoVirtual()); - InternalSwap(other); -} -void VersionDef::InternalSwap(VersionDef* other) { - std::swap(producer_, other->producer_); - std::swap(min_consumer_, other->min_consumer_); - bad_consumers_.UnsafeArenaSwap(&other->bad_consumers_); - _internal_metadata_.Swap(&other->_internal_metadata_); - std::swap(_cached_size_, other->_cached_size_); -} - -::google::protobuf::Metadata VersionDef::GetMetadata() const { - protobuf_AssignDescriptorsOnce(); - ::google::protobuf::Metadata metadata; - metadata.descriptor = VersionDef_descriptor_; - metadata.reflection = VersionDef_reflection_; - return metadata; -} - -#if PROTOBUF_INLINE_NOT_IN_HEADERS -// VersionDef - -// optional int32 producer = 1; -void VersionDef::clear_producer() { - producer_ = 0; -} -::google::protobuf::int32 VersionDef::producer() const { - // @@protoc_insertion_point(field_get:tensorflow.VersionDef.producer) - return producer_; -} -void VersionDef::set_producer(::google::protobuf::int32 value) { - - producer_ = value; - // @@protoc_insertion_point(field_set:tensorflow.VersionDef.producer) -} - -// optional int32 min_consumer = 2; -void VersionDef::clear_min_consumer() { - min_consumer_ = 0; -} -::google::protobuf::int32 VersionDef::min_consumer() const { - // @@protoc_insertion_point(field_get:tensorflow.VersionDef.min_consumer) - return min_consumer_; -} -void VersionDef::set_min_consumer(::google::protobuf::int32 value) { - - min_consumer_ = value; - // @@protoc_insertion_point(field_set:tensorflow.VersionDef.min_consumer) -} - -// repeated int32 bad_consumers = 3; -int VersionDef::bad_consumers_size() const { - return bad_consumers_.size(); -} -void VersionDef::clear_bad_consumers() { - bad_consumers_.Clear(); -} -::google::protobuf::int32 VersionDef::bad_consumers(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.VersionDef.bad_consumers) - return bad_consumers_.Get(index); -} -void VersionDef::set_bad_consumers(int index, ::google::protobuf::int32 value) { - bad_consumers_.Set(index, value); - // @@protoc_insertion_point(field_set:tensorflow.VersionDef.bad_consumers) -} -void VersionDef::add_bad_consumers(::google::protobuf::int32 value) { - bad_consumers_.Add(value); - // @@protoc_insertion_point(field_add:tensorflow.VersionDef.bad_consumers) -} -const ::google::protobuf::RepeatedField< ::google::protobuf::int32 >& -VersionDef::bad_consumers() const { - // @@protoc_insertion_point(field_list:tensorflow.VersionDef.bad_consumers) - return bad_consumers_; -} -::google::protobuf::RepeatedField< ::google::protobuf::int32 >* -VersionDef::mutable_bad_consumers() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.VersionDef.bad_consumers) - return &bad_consumers_; -} - -inline const VersionDef* VersionDef::internal_default_instance() { - return &VersionDef_default_instance_.get(); -} -#endif // PROTOBUF_INLINE_NOT_IN_HEADERS - -// @@protoc_insertion_point(namespace_scope) - -} // namespace tensorflow - -// @@protoc_insertion_point(global_scope) diff --git a/modules/dnn/misc/tensorflow/versions.pb.h b/modules/dnn/misc/tensorflow/versions.pb.h deleted file mode 100644 index ce099cbf4..000000000 --- a/modules/dnn/misc/tensorflow/versions.pb.h +++ /dev/null @@ -1,239 +0,0 @@ -// Generated by the protocol buffer compiler. DO NOT EDIT! -// source: versions.proto - -#ifndef PROTOBUF_versions_2eproto__INCLUDED -#define PROTOBUF_versions_2eproto__INCLUDED - -#include - -#include - -#if GOOGLE_PROTOBUF_VERSION < 3001000 -#error This file was generated by a newer version of protoc which is -#error incompatible with your Protocol Buffer headers. Please update -#error your headers. -#endif -#if 3001000 < GOOGLE_PROTOBUF_MIN_PROTOC_VERSION -#error This file was generated by an older version of protoc which is -#error incompatible with your Protocol Buffer headers. Please -#error regenerate this file with a newer version of protoc. -#endif - -#include -#include -#include -#include -#include -#include -#include -#include -// @@protoc_insertion_point(includes) - -namespace tensorflow { - -// Internal implementation detail -- do not call these. -void protobuf_AddDesc_versions_2eproto(); -void protobuf_InitDefaults_versions_2eproto(); -void protobuf_AssignDesc_versions_2eproto(); -void protobuf_ShutdownFile_versions_2eproto(); - -class VersionDef; - -// =================================================================== - -class VersionDef : public ::google::protobuf::Message /* @@protoc_insertion_point(class_definition:tensorflow.VersionDef) */ { - public: - VersionDef(); - virtual ~VersionDef(); - - VersionDef(const VersionDef& from); - - inline VersionDef& operator=(const VersionDef& from) { - CopyFrom(from); - return *this; - } - - inline ::google::protobuf::Arena* GetArena() const { return GetArenaNoVirtual(); } - inline void* GetMaybeArenaPointer() const { - return MaybeArenaPtr(); - } - static const ::google::protobuf::Descriptor* descriptor(); - static const VersionDef& default_instance(); - - static const VersionDef* internal_default_instance(); - - void UnsafeArenaSwap(VersionDef* other); - void Swap(VersionDef* other); - - // implements Message ---------------------------------------------- - - inline VersionDef* New() const { return New(NULL); } - - VersionDef* New(::google::protobuf::Arena* arena) const; - void CopyFrom(const ::google::protobuf::Message& from); - void MergeFrom(const ::google::protobuf::Message& from); - void CopyFrom(const VersionDef& from); - void MergeFrom(const VersionDef& from); - void Clear(); - bool IsInitialized() const; - - size_t ByteSizeLong() const; - bool MergePartialFromCodedStream( - ::google::protobuf::io::CodedInputStream* input); - void SerializeWithCachedSizes( - ::google::protobuf::io::CodedOutputStream* output) const; - ::google::protobuf::uint8* InternalSerializeWithCachedSizesToArray( - bool deterministic, ::google::protobuf::uint8* output) const; - ::google::protobuf::uint8* SerializeWithCachedSizesToArray(::google::protobuf::uint8* output) const { - return InternalSerializeWithCachedSizesToArray(false, output); - } - int GetCachedSize() const { return _cached_size_; } - private: - void SharedCtor(); - void SharedDtor(); - void SetCachedSize(int size) const; - void InternalSwap(VersionDef* other); - void UnsafeMergeFrom(const VersionDef& from); - protected: - explicit VersionDef(::google::protobuf::Arena* arena); - private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::google::protobuf::Arena* arena); - private: - inline ::google::protobuf::Arena* GetArenaNoVirtual() const { - return _internal_metadata_.arena(); - } - inline void* MaybeArenaPtr() const { - return _internal_metadata_.raw_arena_ptr(); - } - public: - - ::google::protobuf::Metadata GetMetadata() const; - - // nested types ---------------------------------------------------- - - // accessors ------------------------------------------------------- - - // optional int32 producer = 1; - void clear_producer(); - static const int kProducerFieldNumber = 1; - ::google::protobuf::int32 producer() const; - void set_producer(::google::protobuf::int32 value); - - // optional int32 min_consumer = 2; - void clear_min_consumer(); - static const int kMinConsumerFieldNumber = 2; - ::google::protobuf::int32 min_consumer() const; - void set_min_consumer(::google::protobuf::int32 value); - - // repeated int32 bad_consumers = 3; - int bad_consumers_size() const; - void clear_bad_consumers(); - static const int kBadConsumersFieldNumber = 3; - ::google::protobuf::int32 bad_consumers(int index) const; - void set_bad_consumers(int index, ::google::protobuf::int32 value); - void add_bad_consumers(::google::protobuf::int32 value); - const ::google::protobuf::RepeatedField< ::google::protobuf::int32 >& - bad_consumers() const; - ::google::protobuf::RepeatedField< ::google::protobuf::int32 >* - mutable_bad_consumers(); - - // @@protoc_insertion_point(class_scope:tensorflow.VersionDef) - private: - - ::google::protobuf::internal::InternalMetadataWithArena _internal_metadata_; - friend class ::google::protobuf::Arena; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; - ::google::protobuf::RepeatedField< ::google::protobuf::int32 > bad_consumers_; - mutable int _bad_consumers_cached_byte_size_; - ::google::protobuf::int32 producer_; - ::google::protobuf::int32 min_consumer_; - mutable int _cached_size_; - friend void protobuf_InitDefaults_versions_2eproto_impl(); - friend void protobuf_AddDesc_versions_2eproto_impl(); - friend void protobuf_AssignDesc_versions_2eproto(); - friend void protobuf_ShutdownFile_versions_2eproto(); - - void InitAsDefaultInstance(); -}; -extern ::google::protobuf::internal::ExplicitlyConstructed VersionDef_default_instance_; - -// =================================================================== - - -// =================================================================== - -#if !PROTOBUF_INLINE_NOT_IN_HEADERS -// VersionDef - -// optional int32 producer = 1; -inline void VersionDef::clear_producer() { - producer_ = 0; -} -inline ::google::protobuf::int32 VersionDef::producer() const { - // @@protoc_insertion_point(field_get:tensorflow.VersionDef.producer) - return producer_; -} -inline void VersionDef::set_producer(::google::protobuf::int32 value) { - - producer_ = value; - // @@protoc_insertion_point(field_set:tensorflow.VersionDef.producer) -} - -// optional int32 min_consumer = 2; -inline void VersionDef::clear_min_consumer() { - min_consumer_ = 0; -} -inline ::google::protobuf::int32 VersionDef::min_consumer() const { - // @@protoc_insertion_point(field_get:tensorflow.VersionDef.min_consumer) - return min_consumer_; -} -inline void VersionDef::set_min_consumer(::google::protobuf::int32 value) { - - min_consumer_ = value; - // @@protoc_insertion_point(field_set:tensorflow.VersionDef.min_consumer) -} - -// repeated int32 bad_consumers = 3; -inline int VersionDef::bad_consumers_size() const { - return bad_consumers_.size(); -} -inline void VersionDef::clear_bad_consumers() { - bad_consumers_.Clear(); -} -inline ::google::protobuf::int32 VersionDef::bad_consumers(int index) const { - // @@protoc_insertion_point(field_get:tensorflow.VersionDef.bad_consumers) - return bad_consumers_.Get(index); -} -inline void VersionDef::set_bad_consumers(int index, ::google::protobuf::int32 value) { - bad_consumers_.Set(index, value); - // @@protoc_insertion_point(field_set:tensorflow.VersionDef.bad_consumers) -} -inline void VersionDef::add_bad_consumers(::google::protobuf::int32 value) { - bad_consumers_.Add(value); - // @@protoc_insertion_point(field_add:tensorflow.VersionDef.bad_consumers) -} -inline const ::google::protobuf::RepeatedField< ::google::protobuf::int32 >& -VersionDef::bad_consumers() const { - // @@protoc_insertion_point(field_list:tensorflow.VersionDef.bad_consumers) - return bad_consumers_; -} -inline ::google::protobuf::RepeatedField< ::google::protobuf::int32 >* -VersionDef::mutable_bad_consumers() { - // @@protoc_insertion_point(field_mutable_list:tensorflow.VersionDef.bad_consumers) - return &bad_consumers_; -} - -inline const VersionDef* VersionDef::internal_default_instance() { - return &VersionDef_default_instance_.get(); -} -#endif // !PROTOBUF_INLINE_NOT_IN_HEADERS - -// @@protoc_insertion_point(namespace_scope) - -} // namespace tensorflow - -// @@protoc_insertion_point(global_scope) - -#endif // PROTOBUF_versions_2eproto__INCLUDED diff --git a/modules/dnn/perf/perf_convolution.cpp b/modules/dnn/perf/perf_convolution.cpp deleted file mode 100644 index 502c5ef82..000000000 --- a/modules/dnn/perf/perf_convolution.cpp +++ /dev/null @@ -1,106 +0,0 @@ -#include "perf_precomp.hpp" -#include - -namespace cvtest -{ - -using std::tr1::tuple; -using std::tr1::get; -using std::tr1::make_tuple; -using std::make_pair; -using namespace perf; -using namespace testing; -using namespace cv; -using namespace cv::dnn; - -enum {STRIDE_OFF = 1, STRIDE_ON = 2}; -CV_ENUM(StrideSize, STRIDE_OFF, STRIDE_ON); - -enum {GROUP_OFF = 1, GROUP_2 = 2}; -CV_ENUM(GroupSize, GROUP_OFF, GROUP_2); - -//Squared Size -#define SSZ(n) cv::Size(n, n) - -typedef std::pair InpShapeNumOut; -typedef tuple ConvParam; //kernel_size, inp shape, groups, stride -typedef TestBaseWithParam ConvolutionPerfTest; - -static inline MatShape blobShape(int count, int nplanes, int height, int width) -{ - int data[] = {count, nplanes, height, width}; - return MatShape(data, data+4); -} - -PERF_TEST_P( ConvolutionPerfTest, perf, Combine( - Values(Size(1, 1), Size(3, 3), Size(5, 5), Size(11, 11)), - Values(make_pair(blobShape(1, 4, 224, 224), 64), - make_pair(blobShape(1, 64, 112, 122), 128), - make_pair(blobShape(1, 256, 28, 28), 512)), - GroupSize::all(), - StrideSize::all()) -) -{ - RNG rng(0); - - ConvParam params = GetParam(); - int ksz = get<0>(params).width; - MatShape inpShape = get<1>(params).first; - int outCn = get<1>(params).second; - int groups = get<2>(params); - int stride = (ksz >= 11) ? 4 : (int)get<3>(params); - - int inpCn = inpShape[1]; - int wgtSize[] = { outCn, inpCn/groups, ksz, ksz }; - int biasSize[] = { outCn, 1, 1, 1 }; - const int wtype = CV_32F; - Mat wgtBlob(4, wgtSize, wtype), biasBlob(4, biasSize, wtype); - Mat inpBlob(4, &inpShape[0], wtype); - rng.fill(biasBlob, RNG::UNIFORM, -1, +1); - rng.fill(wgtBlob, RNG::UNIFORM, -1, +1); - rng.fill(inpBlob, RNG::UNIFORM, -1, +1); - - LayerParams lp; - lp.set("num_output", outCn); - lp.set("group", groups); - lp.set("stride", stride); - lp.set("kernel_size", ksz); - lp.blobs.reserve(2); - lp.blobs.push_back(wgtBlob); - lp.blobs.push_back(biasBlob); - - std::vector inpBlobs(1, &inpBlob); - std::vector outBlobs, internalBlobs; - - cv::setNumThreads(cv::getNumberOfCPUs()); - - Ptr layer = cv::dnn::LayerFactory::createLayerInstance("Convolution", lp); - std::vector inputShapes(1, shape(inpBlob)), outShapes, internals; - layer->getMemoryShapes(inputShapes, 0, outShapes, internals); - for (int i = 0; i < outShapes.size(); i++) - { - outBlobs.push_back(Mat(outShapes[i], CV_32F)); - } - for (int i = 0; i < internals.size(); i++) - { - internalBlobs.push_back(Mat()); - if (total(internals[i])) - internalBlobs.back().create(internals[i], CV_32F); - } - - layer->finalize(inpBlobs, outBlobs); - - Mat inpBlob2D = inpBlob.reshape(1, outCn); - Mat wgtBlob2D = wgtBlob.reshape(1, outCn*(inpCn/groups)); - Mat outBlob2D = outBlobs[0].reshape(1, outBlobs[0].size[0]); - declare.in(inpBlob2D, wgtBlob2D, WARMUP_RNG).out(outBlob2D).tbb_threads(cv::getNumThreads()); - - TEST_CYCLE_N(10) - { - layer->forward(inpBlobs, outBlobs, internalBlobs); - } - - SANITY_CHECK_NOTHING(); -} - -} diff --git a/modules/dnn/perf/perf_halide_net.cpp b/modules/dnn/perf/perf_halide_net.cpp deleted file mode 100644 index 5631da638..000000000 --- a/modules/dnn/perf/perf_halide_net.cpp +++ /dev/null @@ -1,172 +0,0 @@ -// This file is part of OpenCV project. -// It is subject to the license terms in the LICENSE file found in the top-level directory -// of this distribution and at http://opencv.org/license.html. -// -// Copyright (C) 2017, Intel Corporation, all rights reserved. -// Third party copyrights are property of their respective owners. - -namespace cvtest -{ - -#ifdef HAVE_HALIDE -using namespace cv; -using namespace dnn; - -static void loadNet(std::string weights, std::string proto, std::string scheduler, - int inWidth, int inHeight, const std::string& outputLayer, - const std::string& framework, int targetId, Net* net) -{ - Mat input(inHeight, inWidth, CV_32FC3); - randu(input, 0.0f, 1.0f); - - weights = findDataFile(weights, false); - if (!proto.empty()) - proto = findDataFile(proto, false); - if (!scheduler.empty()) - scheduler = findDataFile(scheduler, false); - if (framework == "caffe") - { - *net = cv::dnn::readNetFromCaffe(proto, weights); - } - else if (framework == "torch") - { - *net = cv::dnn::readNetFromTorch(weights); - } - else if (framework == "tensorflow") - { - *net = cv::dnn::readNetFromTensorflow(weights); - } - else - CV_Error(Error::StsNotImplemented, "Unknown framework " + framework); - - net->setInput(blobFromImage(input, 1.0, Size(), Scalar(), false)); - net->setPreferableBackend(DNN_BACKEND_HALIDE); - net->setPreferableTarget(targetId); - net->setHalideScheduler(scheduler); - net->forward(outputLayer); -} - -//////////////////////////////////////////////////////////////////////////////// -// CPU target -//////////////////////////////////////////////////////////////////////////////// -PERF_TEST(GoogLeNet, HalidePerfTest) -{ - Net net; - loadNet("dnn/bvlc_googlenet.caffemodel", "dnn/bvlc_googlenet.prototxt", - "", 227, 227, "prob", "caffe", DNN_TARGET_CPU, &net); - TEST_CYCLE() net.forward(); - SANITY_CHECK_NOTHING(); -} - -PERF_TEST(AlexNet, HalidePerfTest) -{ - Net net; - loadNet("dnn/bvlc_alexnet.caffemodel", "dnn/bvlc_alexnet.prototxt", - "dnn/halide_scheduler_alexnet.yml", 227, 227, "prob", "caffe", - DNN_TARGET_CPU, &net); - TEST_CYCLE() net.forward(); - SANITY_CHECK_NOTHING(); -} - -PERF_TEST(ResNet50, HalidePerfTest) -{ - Net net; - loadNet("dnn/ResNet-50-model.caffemodel", "dnn/ResNet-50-deploy.prototxt", - "dnn/halide_scheduler_resnet_50.yml", 224, 224, "prob", "caffe", - DNN_TARGET_CPU, &net); - TEST_CYCLE() net.forward(); - SANITY_CHECK_NOTHING(); -} - -PERF_TEST(SqueezeNet_v1_1, HalidePerfTest) -{ - Net net; - loadNet("dnn/squeezenet_v1_1.caffemodel", "dnn/squeezenet_v1_1.prototxt", - "dnn/halide_scheduler_squeezenet_v1_1.yml", 227, 227, "prob", - "caffe", DNN_TARGET_CPU, &net); - TEST_CYCLE() net.forward(); - SANITY_CHECK_NOTHING(); -} - -PERF_TEST(Inception_5h, HalidePerfTest) -{ - Net net; - loadNet("dnn/tensorflow_inception_graph.pb", "", - "dnn/halide_scheduler_inception_5h.yml", - 224, 224, "softmax2", "tensorflow", DNN_TARGET_CPU, &net); - TEST_CYCLE() net.forward("softmax2"); - SANITY_CHECK_NOTHING(); -} - -PERF_TEST(ENet, HalidePerfTest) -{ - Net net; - loadNet("dnn/Enet-model-best.net", "", "dnn/halide_scheduler_enet.yml", - 512, 256, "l367_Deconvolution", "torch", DNN_TARGET_CPU, &net); - TEST_CYCLE() net.forward(); - SANITY_CHECK_NOTHING(); -} -//////////////////////////////////////////////////////////////////////////////// -// OpenCL target -//////////////////////////////////////////////////////////////////////////////// -PERF_TEST(GoogLeNet_opencl, HalidePerfTest) -{ - Net net; - loadNet("dnn/bvlc_googlenet.caffemodel", "dnn/bvlc_googlenet.prototxt", - "", 227, 227, "prob", "caffe", DNN_TARGET_OPENCL, &net); - TEST_CYCLE() net.forward(); - SANITY_CHECK_NOTHING(); -} - -PERF_TEST(AlexNet_opencl, HalidePerfTest) -{ - Net net; - loadNet("dnn/bvlc_alexnet.caffemodel", "dnn/bvlc_alexnet.prototxt", - "dnn/halide_scheduler_opencl_alexnet.yml", 227, 227, "prob", "caffe", - DNN_TARGET_OPENCL, &net); - TEST_CYCLE() net.forward(); - SANITY_CHECK_NOTHING(); -} - -PERF_TEST(ResNet50_opencl, HalidePerfTest) -{ - Net net; - loadNet("dnn/ResNet-50-model.caffemodel", "dnn/ResNet-50-deploy.prototxt", - "dnn/halide_scheduler_opencl_resnet_50.yml", 224, 224, "prob", "caffe", - DNN_TARGET_OPENCL, &net); - TEST_CYCLE() net.forward(); - SANITY_CHECK_NOTHING(); -} - - -PERF_TEST(SqueezeNet_v1_1_opencl, HalidePerfTest) -{ - Net net; - loadNet("dnn/squeezenet_v1_1.caffemodel", "dnn/squeezenet_v1_1.prototxt", - "dnn/halide_scheduler_opencl_squeezenet_v1_1.yml", 227, 227, "prob", - "caffe", DNN_TARGET_OPENCL, &net); - TEST_CYCLE() net.forward(); - SANITY_CHECK_NOTHING(); -} - -PERF_TEST(Inception_5h_opencl, HalidePerfTest) -{ - Net net; - loadNet("dnn/tensorflow_inception_graph.pb", "", - "dnn/halide_scheduler_opencl_inception_5h.yml", - 224, 224, "softmax2", "tensorflow", DNN_TARGET_OPENCL, &net); - TEST_CYCLE() net.forward("softmax2"); - SANITY_CHECK_NOTHING(); -} - -PERF_TEST(ENet_opencl, HalidePerfTest) -{ - Net net; - loadNet("dnn/Enet-model-best.net", "", "dnn/halide_scheduler_opencl_enet.yml", - 512, 256, "l367_Deconvolution", "torch", DNN_TARGET_OPENCL, &net); - TEST_CYCLE() net.forward(); - SANITY_CHECK_NOTHING(); -} -#endif // HAVE_HALIDE - -} // namespace cvtest diff --git a/modules/dnn/perf/perf_main.cpp b/modules/dnn/perf/perf_main.cpp deleted file mode 100644 index d66f19c9d..000000000 --- a/modules/dnn/perf/perf_main.cpp +++ /dev/null @@ -1,12 +0,0 @@ -#include "perf_precomp.hpp" - -static const char* extraTestDataPath = -#ifdef WINRT - NULL; -#else - getenv("OPENCV_DNN_TEST_DATA_PATH"); -#endif - -CV_PERF_TEST_MAIN(dnn, - extraTestDataPath ? (void)cvtest::addDataSearchPath(extraTestDataPath) : (void)0 -) diff --git a/modules/dnn/perf/perf_precomp.hpp b/modules/dnn/perf/perf_precomp.hpp deleted file mode 100644 index 5cdbc6d17..000000000 --- a/modules/dnn/perf/perf_precomp.hpp +++ /dev/null @@ -1,17 +0,0 @@ -#ifdef __GNUC__ -# pragma GCC diagnostic ignored "-Wmissing-declarations" -# if defined __clang__ || defined __APPLE__ -# pragma GCC diagnostic ignored "-Wmissing-prototypes" -# pragma GCC diagnostic ignored "-Wextra" -# endif -#endif - -#ifndef __OPENCV_PERF_PRECOMP_HPP__ -#define __OPENCV_PERF_PRECOMP_HPP__ - -#include -#include -#include -#include - -#endif diff --git a/modules/dnn/samples/.gitignore b/modules/dnn/samples/.gitignore deleted file mode 100644 index be7186603..000000000 --- a/modules/dnn/samples/.gitignore +++ /dev/null @@ -1 +0,0 @@ -*.caffemodel diff --git a/modules/dnn/samples/VGG_VOC0712_SSD_300x300_iter_60000.prototxt b/modules/dnn/samples/VGG_VOC0712_SSD_300x300_iter_60000.prototxt deleted file mode 100644 index 19156c799..000000000 --- a/modules/dnn/samples/VGG_VOC0712_SSD_300x300_iter_60000.prototxt +++ /dev/null @@ -1,1547 +0,0 @@ -name: "VGG_VOC0712_SSD_300x300_deploy" -input: "data" -input_dim: 1 -input_dim: 3 -input_dim: 300 -input_dim: 300 -layer { - name: "conv1_1" - type: "Convolution" - bottom: "data" - top: "conv1_1" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - convolution_param { - num_output: 64 - pad: 1 - kernel_size: 3 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "relu1_1" - type: "ReLU" - bottom: "conv1_1" - top: "conv1_1" -} -layer { - name: "conv1_2" - type: "Convolution" - bottom: "conv1_1" - top: "conv1_2" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - convolution_param { - num_output: 64 - pad: 1 - kernel_size: 3 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "relu1_2" - type: "ReLU" - bottom: "conv1_2" - top: "conv1_2" -} -layer { - name: "pool1" - type: "Pooling" - bottom: "conv1_2" - top: "pool1" - pooling_param { - pool: MAX - kernel_size: 2 - stride: 2 - } -} -layer { - name: "conv2_1" - type: "Convolution" - bottom: "pool1" - top: "conv2_1" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - convolution_param { - num_output: 128 - pad: 1 - kernel_size: 3 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "relu2_1" - type: "ReLU" - bottom: "conv2_1" - top: "conv2_1" -} -layer { - name: "conv2_2" - type: "Convolution" - bottom: "conv2_1" - top: "conv2_2" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - convolution_param { - num_output: 128 - pad: 1 - kernel_size: 3 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "relu2_2" - type: "ReLU" - bottom: "conv2_2" - top: "conv2_2" -} -layer { - name: "pool2" - type: "Pooling" - bottom: "conv2_2" - top: "pool2" - pooling_param { - pool: MAX - kernel_size: 2 - stride: 2 - } -} -layer { - name: "conv3_1" - type: "Convolution" - bottom: "pool2" - top: "conv3_1" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 256 - pad: 1 - kernel_size: 3 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "relu3_1" - type: "ReLU" - bottom: "conv3_1" - top: "conv3_1" -} -layer { - name: "conv3_2" - type: "Convolution" - bottom: "conv3_1" - top: "conv3_2" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 256 - pad: 1 - kernel_size: 3 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "relu3_2" - type: "ReLU" - bottom: "conv3_2" - top: "conv3_2" -} -layer { - name: "conv3_3" - type: "Convolution" - bottom: "conv3_2" - top: "conv3_3" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 256 - pad: 1 - kernel_size: 3 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "relu3_3" - type: "ReLU" - bottom: "conv3_3" - top: "conv3_3" -} -layer { - name: "pool3" - type: "Pooling" - bottom: "conv3_3" - top: "pool3" - pooling_param { - pool: MAX - kernel_size: 2 - stride: 2 - } -} -layer { - name: "conv4_1" - type: "Convolution" - bottom: "pool3" - top: "conv4_1" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 512 - pad: 1 - kernel_size: 3 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "relu4_1" - type: "ReLU" - bottom: "conv4_1" - top: "conv4_1" -} -layer { - name: "conv4_2" - type: "Convolution" - bottom: "conv4_1" - top: "conv4_2" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 512 - pad: 1 - kernel_size: 3 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "relu4_2" - type: "ReLU" - bottom: "conv4_2" - top: "conv4_2" -} -layer { - name: "conv4_3" - type: "Convolution" - bottom: "conv4_2" - top: "conv4_3" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 512 - pad: 1 - kernel_size: 3 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "relu4_3" - type: "ReLU" - bottom: "conv4_3" - top: "conv4_3" -} -layer { - name: "pool4" - type: "Pooling" - bottom: "conv4_3" - top: "pool4" - pooling_param { - pool: MAX - kernel_size: 2 - stride: 2 - } -} -layer { - name: "conv5_1" - type: "Convolution" - bottom: "pool4" - top: "conv5_1" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 512 - pad: 1 - kernel_size: 3 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "relu5_1" - type: "ReLU" - bottom: "conv5_1" - top: "conv5_1" -} -layer { - name: "conv5_2" - type: "Convolution" - bottom: "conv5_1" - top: "conv5_2" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 512 - pad: 1 - kernel_size: 3 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "relu5_2" - type: "ReLU" - bottom: "conv5_2" - top: "conv5_2" -} -layer { - name: "conv5_3" - type: "Convolution" - bottom: "conv5_2" - top: "conv5_3" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 512 - pad: 1 - kernel_size: 3 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "relu5_3" - type: "ReLU" - bottom: "conv5_3" - top: "conv5_3" -} -layer { - name: "pool5" - type: "Pooling" - bottom: "conv5_3" - top: "pool5" - pooling_param { - pool: MAX - kernel_size: 3 - stride: 1 - pad: 1 - } -} -layer { - name: "fc6" - type: "Convolution" - bottom: "pool5" - top: "fc6" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 1024 - pad: 6 - kernel_size: 3 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - dilation: 6 - } -} -layer { - name: "relu6" - type: "ReLU" - bottom: "fc6" - top: "fc6" -} -layer { - name: "fc7" - type: "Convolution" - bottom: "fc6" - top: "fc7" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 1024 - kernel_size: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "relu7" - type: "ReLU" - bottom: "fc7" - top: "fc7" -} -layer { - name: "conv6_1" - type: "Convolution" - bottom: "fc7" - top: "conv6_1" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 256 - pad: 0 - kernel_size: 1 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "conv6_1_relu" - type: "ReLU" - bottom: "conv6_1" - top: "conv6_1" -} -layer { - name: "conv6_2" - type: "Convolution" - bottom: "conv6_1" - top: "conv6_2" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 512 - pad: 1 - kernel_size: 3 - stride: 2 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "conv6_2_relu" - type: "ReLU" - bottom: "conv6_2" - top: "conv6_2" -} -layer { - name: "conv7_1" - type: "Convolution" - bottom: "conv6_2" - top: "conv7_1" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 128 - pad: 0 - kernel_size: 1 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "conv7_1_relu" - type: "ReLU" - bottom: "conv7_1" - top: "conv7_1" -} -layer { - name: "conv7_2" - type: "Convolution" - bottom: "conv7_1" - top: "conv7_2" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 256 - pad: 1 - kernel_size: 3 - stride: 2 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "conv7_2_relu" - type: "ReLU" - bottom: "conv7_2" - top: "conv7_2" -} -layer { - name: "conv8_1" - type: "Convolution" - bottom: "conv7_2" - top: "conv8_1" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 128 - pad: 0 - kernel_size: 1 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "conv8_1_relu" - type: "ReLU" - bottom: "conv8_1" - top: "conv8_1" -} -layer { - name: "conv8_2" - type: "Convolution" - bottom: "conv8_1" - top: "conv8_2" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 256 - pad: 1 - kernel_size: 3 - stride: 2 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "conv8_2_relu" - type: "ReLU" - bottom: "conv8_2" - top: "conv8_2" -} -layer { - name: "pool6" - type: "Pooling" - bottom: "conv8_2" - top: "pool6" - pooling_param { - pool: AVE - global_pooling: true - } -} -layer { - name: "conv4_3_norm" - type: "NormalizeBBox" - bottom: "conv4_3" - top: "conv4_3_norm" - normalize_bbox_param { - across_spatial: false - scale_filler { - type: "constant" - value: 20 - } - channel_shared: false - } -} -layer { - name: "conv4_3_norm_mbox_loc" - type: "Convolution" - bottom: "conv4_3_norm" - top: "conv4_3_norm_mbox_loc" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 12 - pad: 1 - kernel_size: 3 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "conv4_3_norm_mbox_loc_perm" - type: "Permute" - bottom: "conv4_3_norm_mbox_loc" - top: "conv4_3_norm_mbox_loc_perm" - permute_param { - order: 0 - order: 2 - order: 3 - order: 1 - } -} -layer { - name: "conv4_3_norm_mbox_loc_flat" - type: "Flatten" - bottom: "conv4_3_norm_mbox_loc_perm" - top: "conv4_3_norm_mbox_loc_flat" - flatten_param { - axis: 1 - } -} -layer { - name: "conv4_3_norm_mbox_conf" - type: "Convolution" - bottom: "conv4_3_norm" - top: "conv4_3_norm_mbox_conf" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 63 - pad: 1 - kernel_size: 3 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "conv4_3_norm_mbox_conf_perm" - type: "Permute" - bottom: "conv4_3_norm_mbox_conf" - top: "conv4_3_norm_mbox_conf_perm" - permute_param { - order: 0 - order: 2 - order: 3 - order: 1 - } -} -layer { - name: "conv4_3_norm_mbox_conf_flat" - type: "Flatten" - bottom: "conv4_3_norm_mbox_conf_perm" - top: "conv4_3_norm_mbox_conf_flat" - flatten_param { - axis: 1 - } -} -layer { - name: "conv4_3_norm_mbox_priorbox" - type: "PriorBox" - bottom: "conv4_3_norm" - bottom: "data" - top: "conv4_3_norm_mbox_priorbox" - prior_box_param { - min_size: 30.0 - aspect_ratio: 2 - flip: true - clip: true - variance: 0.1 - variance: 0.1 - variance: 0.2 - variance: 0.2 - } -} -layer { - name: "fc7_mbox_loc" - type: "Convolution" - bottom: "fc7" - top: "fc7_mbox_loc" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 24 - pad: 1 - kernel_size: 3 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "fc7_mbox_loc_perm" - type: "Permute" - bottom: "fc7_mbox_loc" - top: "fc7_mbox_loc_perm" - permute_param { - order: 0 - order: 2 - order: 3 - order: 1 - } -} -layer { - name: "fc7_mbox_loc_flat" - type: "Flatten" - bottom: "fc7_mbox_loc_perm" - top: "fc7_mbox_loc_flat" - flatten_param { - axis: 1 - } -} -layer { - name: "fc7_mbox_conf" - type: "Convolution" - bottom: "fc7" - top: "fc7_mbox_conf" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 126 - pad: 1 - kernel_size: 3 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "fc7_mbox_conf_perm" - type: "Permute" - bottom: "fc7_mbox_conf" - top: "fc7_mbox_conf_perm" - permute_param { - order: 0 - order: 2 - order: 3 - order: 1 - } -} -layer { - name: "fc7_mbox_conf_flat" - type: "Flatten" - bottom: "fc7_mbox_conf_perm" - top: "fc7_mbox_conf_flat" - flatten_param { - axis: 1 - } -} -layer { - name: "fc7_mbox_priorbox" - type: "PriorBox" - bottom: "fc7" - bottom: "data" - top: "fc7_mbox_priorbox" - prior_box_param { - min_size: 60.0 - max_size: 114.0 - aspect_ratio: 2 - aspect_ratio: 3 - flip: true - clip: true - variance: 0.1 - variance: 0.1 - variance: 0.2 - variance: 0.2 - } -} -layer { - name: "conv6_2_mbox_loc" - type: "Convolution" - bottom: "conv6_2" - top: "conv6_2_mbox_loc" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 24 - pad: 1 - kernel_size: 3 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "conv6_2_mbox_loc_perm" - type: "Permute" - bottom: "conv6_2_mbox_loc" - top: "conv6_2_mbox_loc_perm" - permute_param { - order: 0 - order: 2 - order: 3 - order: 1 - } -} -layer { - name: "conv6_2_mbox_loc_flat" - type: "Flatten" - bottom: "conv6_2_mbox_loc_perm" - top: "conv6_2_mbox_loc_flat" - flatten_param { - axis: 1 - } -} -layer { - name: "conv6_2_mbox_conf" - type: "Convolution" - bottom: "conv6_2" - top: "conv6_2_mbox_conf" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 126 - pad: 1 - kernel_size: 3 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "conv6_2_mbox_conf_perm" - type: "Permute" - bottom: "conv6_2_mbox_conf" - top: "conv6_2_mbox_conf_perm" - permute_param { - order: 0 - order: 2 - order: 3 - order: 1 - } -} -layer { - name: "conv6_2_mbox_conf_flat" - type: "Flatten" - bottom: "conv6_2_mbox_conf_perm" - top: "conv6_2_mbox_conf_flat" - flatten_param { - axis: 1 - } -} -layer { - name: "conv6_2_mbox_priorbox" - type: "PriorBox" - bottom: "conv6_2" - bottom: "data" - top: "conv6_2_mbox_priorbox" - prior_box_param { - min_size: 114.0 - max_size: 168.0 - aspect_ratio: 2 - aspect_ratio: 3 - flip: true - clip: true - variance: 0.1 - variance: 0.1 - variance: 0.2 - variance: 0.2 - } -} -layer { - name: "conv7_2_mbox_loc" - type: "Convolution" - bottom: "conv7_2" - top: "conv7_2_mbox_loc" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 24 - pad: 1 - kernel_size: 3 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "conv7_2_mbox_loc_perm" - type: "Permute" - bottom: "conv7_2_mbox_loc" - top: "conv7_2_mbox_loc_perm" - permute_param { - order: 0 - order: 2 - order: 3 - order: 1 - } -} -layer { - name: "conv7_2_mbox_loc_flat" - type: "Flatten" - bottom: "conv7_2_mbox_loc_perm" - top: "conv7_2_mbox_loc_flat" - flatten_param { - axis: 1 - } -} -layer { - name: "conv7_2_mbox_conf" - type: "Convolution" - bottom: "conv7_2" - top: "conv7_2_mbox_conf" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 126 - pad: 1 - kernel_size: 3 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "conv7_2_mbox_conf_perm" - type: "Permute" - bottom: "conv7_2_mbox_conf" - top: "conv7_2_mbox_conf_perm" - permute_param { - order: 0 - order: 2 - order: 3 - order: 1 - } -} -layer { - name: "conv7_2_mbox_conf_flat" - type: "Flatten" - bottom: "conv7_2_mbox_conf_perm" - top: "conv7_2_mbox_conf_flat" - flatten_param { - axis: 1 - } -} -layer { - name: "conv7_2_mbox_priorbox" - type: "PriorBox" - bottom: "conv7_2" - bottom: "data" - top: "conv7_2_mbox_priorbox" - prior_box_param { - min_size: 168.0 - max_size: 222.0 - aspect_ratio: 2 - aspect_ratio: 3 - flip: true - clip: true - variance: 0.1 - variance: 0.1 - variance: 0.2 - variance: 0.2 - } -} -layer { - name: "conv8_2_mbox_loc" - type: "Convolution" - bottom: "conv8_2" - top: "conv8_2_mbox_loc" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 24 - pad: 1 - kernel_size: 3 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "conv8_2_mbox_loc_perm" - type: "Permute" - bottom: "conv8_2_mbox_loc" - top: "conv8_2_mbox_loc_perm" - permute_param { - order: 0 - order: 2 - order: 3 - order: 1 - } -} -layer { - name: "conv8_2_mbox_loc_flat" - type: "Flatten" - bottom: "conv8_2_mbox_loc_perm" - top: "conv8_2_mbox_loc_flat" - flatten_param { - axis: 1 - } -} -layer { - name: "conv8_2_mbox_conf" - type: "Convolution" - bottom: "conv8_2" - top: "conv8_2_mbox_conf" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 126 - pad: 1 - kernel_size: 3 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "conv8_2_mbox_conf_perm" - type: "Permute" - bottom: "conv8_2_mbox_conf" - top: "conv8_2_mbox_conf_perm" - permute_param { - order: 0 - order: 2 - order: 3 - order: 1 - } -} -layer { - name: "conv8_2_mbox_conf_flat" - type: "Flatten" - bottom: "conv8_2_mbox_conf_perm" - top: "conv8_2_mbox_conf_flat" - flatten_param { - axis: 1 - } -} -layer { - name: "conv8_2_mbox_priorbox" - type: "PriorBox" - bottom: "conv8_2" - bottom: "data" - top: "conv8_2_mbox_priorbox" - prior_box_param { - min_size: 222.0 - max_size: 276.0 - aspect_ratio: 2 - aspect_ratio: 3 - flip: true - clip: true - variance: 0.1 - variance: 0.1 - variance: 0.2 - variance: 0.2 - } -} -layer { - name: "pool6_mbox_loc" - type: "Convolution" - bottom: "pool6" - top: "pool6_mbox_loc" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 24 - pad: 1 - kernel_size: 3 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "pool6_mbox_loc_perm" - type: "Permute" - bottom: "pool6_mbox_loc" - top: "pool6_mbox_loc_perm" - permute_param { - order: 0 - order: 2 - order: 3 - order: 1 - } -} -layer { - name: "pool6_mbox_loc_flat" - type: "Flatten" - bottom: "pool6_mbox_loc_perm" - top: "pool6_mbox_loc_flat" - flatten_param { - axis: 1 - } -} -layer { - name: "pool6_mbox_conf" - type: "Convolution" - bottom: "pool6" - top: "pool6_mbox_conf" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 126 - pad: 1 - kernel_size: 3 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "pool6_mbox_conf_perm" - type: "Permute" - bottom: "pool6_mbox_conf" - top: "pool6_mbox_conf_perm" - permute_param { - order: 0 - order: 2 - order: 3 - order: 1 - } -} -layer { - name: "pool6_mbox_conf_flat" - type: "Flatten" - bottom: "pool6_mbox_conf_perm" - top: "pool6_mbox_conf_flat" - flatten_param { - axis: 1 - } -} -layer { - name: "pool6_mbox_priorbox" - type: "PriorBox" - bottom: "pool6" - bottom: "data" - top: "pool6_mbox_priorbox" - prior_box_param { - min_size: 276.0 - max_size: 330.0 - aspect_ratio: 2 - aspect_ratio: 3 - flip: true - clip: true - variance: 0.1 - variance: 0.1 - variance: 0.2 - variance: 0.2 - } -} -layer { - name: "mbox_loc" - type: "Concat" - bottom: "conv4_3_norm_mbox_loc_flat" - bottom: "fc7_mbox_loc_flat" - bottom: "conv6_2_mbox_loc_flat" - bottom: "conv7_2_mbox_loc_flat" - bottom: "conv8_2_mbox_loc_flat" - bottom: "pool6_mbox_loc_flat" - top: "mbox_loc" - concat_param { - axis: 1 - } -} -layer { - name: "mbox_conf" - type: "Concat" - bottom: "conv4_3_norm_mbox_conf_flat" - bottom: "fc7_mbox_conf_flat" - bottom: "conv6_2_mbox_conf_flat" - bottom: "conv7_2_mbox_conf_flat" - bottom: "conv8_2_mbox_conf_flat" - bottom: "pool6_mbox_conf_flat" - top: "mbox_conf" - concat_param { - axis: 1 - } -} -layer { - name: "mbox_priorbox" - type: "Concat" - bottom: "conv4_3_norm_mbox_priorbox" - bottom: "fc7_mbox_priorbox" - bottom: "conv6_2_mbox_priorbox" - bottom: "conv7_2_mbox_priorbox" - bottom: "conv8_2_mbox_priorbox" - bottom: "pool6_mbox_priorbox" - top: "mbox_priorbox" - concat_param { - axis: 2 - } -} -layer { - name: "mbox_conf_reshape" - type: "Reshape" - bottom: "mbox_conf" - top: "mbox_conf_reshape" - reshape_param { - shape { - dim: 0 - dim: -1 - dim: 21 - } - } -} -layer { - name: "mbox_conf_softmax" - type: "Softmax" - bottom: "mbox_conf_reshape" - top: "mbox_conf_softmax" - softmax_param { - axis: 2 - } -} -layer { - name: "mbox_conf_flatten" - type: "Flatten" - bottom: "mbox_conf_softmax" - top: "mbox_conf_flatten" - flatten_param { - axis: 1 - } -} -layer { - name: "detection_out" - type: "DetectionOutput" - bottom: "mbox_loc" - bottom: "mbox_conf_flatten" - bottom: "mbox_priorbox" - top: "detection_out" - include { - phase: TEST - } - detection_output_param { - num_classes: 21 - share_location: true - background_label_id: 0 - nms_threshold: 0.45 - top_k: 400 - code_type: CENTER_SIZE - keep_top_k: 200 - confidence_threshold: 0.01 - } -} - diff --git a/modules/dnn/samples/bvlc_googlenet.prototxt b/modules/dnn/samples/bvlc_googlenet.prototxt deleted file mode 100644 index 4648bf26e..000000000 --- a/modules/dnn/samples/bvlc_googlenet.prototxt +++ /dev/null @@ -1,2156 +0,0 @@ -name: "GoogleNet" -input: "data" -input_dim: 10 -input_dim: 3 -input_dim: 224 -input_dim: 224 -layer { - name: "conv1/7x7_s2" - type: "Convolution" - bottom: "data" - top: "conv1/7x7_s2" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 64 - pad: 3 - kernel_size: 7 - stride: 2 - weight_filler { - type: "xavier" - std: 0.1 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "conv1/relu_7x7" - type: "ReLU" - bottom: "conv1/7x7_s2" - top: "conv1/7x7_s2" -} -layer { - name: "pool1/3x3_s2" - type: "Pooling" - bottom: "conv1/7x7_s2" - top: "pool1/3x3_s2" - pooling_param { - pool: MAX - kernel_size: 3 - stride: 2 - } -} -layer { - name: "pool1/norm1" - type: "LRN" - bottom: "pool1/3x3_s2" - top: "pool1/norm1" - lrn_param { - local_size: 5 - alpha: 0.0001 - beta: 0.75 - } -} -layer { - name: "conv2/3x3_reduce" - type: "Convolution" - bottom: "pool1/norm1" - top: "conv2/3x3_reduce" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 64 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.1 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "conv2/relu_3x3_reduce" - type: "ReLU" - bottom: "conv2/3x3_reduce" - top: "conv2/3x3_reduce" -} -layer { - name: "conv2/3x3" - type: "Convolution" - bottom: "conv2/3x3_reduce" - top: "conv2/3x3" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 192 - pad: 1 - kernel_size: 3 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "conv2/relu_3x3" - type: "ReLU" - bottom: "conv2/3x3" - top: "conv2/3x3" -} -layer { - name: "conv2/norm2" - type: "LRN" - bottom: "conv2/3x3" - top: "conv2/norm2" - lrn_param { - local_size: 5 - alpha: 0.0001 - beta: 0.75 - } -} -layer { - name: "pool2/3x3_s2" - type: "Pooling" - bottom: "conv2/norm2" - top: "pool2/3x3_s2" - pooling_param { - pool: MAX - kernel_size: 3 - stride: 2 - } -} -layer { - name: "inception_3a/1x1" - type: "Convolution" - bottom: "pool2/3x3_s2" - top: "inception_3a/1x1" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 64 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_3a/relu_1x1" - type: "ReLU" - bottom: "inception_3a/1x1" - top: "inception_3a/1x1" -} -layer { - name: "inception_3a/3x3_reduce" - type: "Convolution" - bottom: "pool2/3x3_s2" - top: "inception_3a/3x3_reduce" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 96 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.09 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_3a/relu_3x3_reduce" - type: "ReLU" - bottom: "inception_3a/3x3_reduce" - top: "inception_3a/3x3_reduce" -} -layer { - name: "inception_3a/3x3" - type: "Convolution" - bottom: "inception_3a/3x3_reduce" - top: "inception_3a/3x3" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 128 - pad: 1 - kernel_size: 3 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_3a/relu_3x3" - type: "ReLU" - bottom: "inception_3a/3x3" - top: "inception_3a/3x3" -} -layer { - name: "inception_3a/5x5_reduce" - type: "Convolution" - bottom: "pool2/3x3_s2" - top: "inception_3a/5x5_reduce" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 16 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.2 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_3a/relu_5x5_reduce" - type: "ReLU" - bottom: "inception_3a/5x5_reduce" - top: "inception_3a/5x5_reduce" -} -layer { - name: "inception_3a/5x5" - type: "Convolution" - bottom: "inception_3a/5x5_reduce" - top: "inception_3a/5x5" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 32 - pad: 2 - kernel_size: 5 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_3a/relu_5x5" - type: "ReLU" - bottom: "inception_3a/5x5" - top: "inception_3a/5x5" -} -layer { - name: "inception_3a/pool" - type: "Pooling" - bottom: "pool2/3x3_s2" - top: "inception_3a/pool" - pooling_param { - pool: MAX - kernel_size: 3 - stride: 1 - pad: 1 - } -} -layer { - name: "inception_3a/pool_proj" - type: "Convolution" - bottom: "inception_3a/pool" - top: "inception_3a/pool_proj" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 32 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.1 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_3a/relu_pool_proj" - type: "ReLU" - bottom: "inception_3a/pool_proj" - top: "inception_3a/pool_proj" -} -layer { - name: "inception_3a/output" - type: "Concat" - bottom: "inception_3a/1x1" - bottom: "inception_3a/3x3" - bottom: "inception_3a/5x5" - bottom: "inception_3a/pool_proj" - top: "inception_3a/output" -} -layer { - name: "inception_3b/1x1" - type: "Convolution" - bottom: "inception_3a/output" - top: "inception_3b/1x1" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 128 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_3b/relu_1x1" - type: "ReLU" - bottom: "inception_3b/1x1" - top: "inception_3b/1x1" -} -layer { - name: "inception_3b/3x3_reduce" - type: "Convolution" - bottom: "inception_3a/output" - top: "inception_3b/3x3_reduce" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 128 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.09 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_3b/relu_3x3_reduce" - type: "ReLU" - bottom: "inception_3b/3x3_reduce" - top: "inception_3b/3x3_reduce" -} -layer { - name: "inception_3b/3x3" - type: "Convolution" - bottom: "inception_3b/3x3_reduce" - top: "inception_3b/3x3" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 192 - pad: 1 - kernel_size: 3 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_3b/relu_3x3" - type: "ReLU" - bottom: "inception_3b/3x3" - top: "inception_3b/3x3" -} -layer { - name: "inception_3b/5x5_reduce" - type: "Convolution" - bottom: "inception_3a/output" - top: "inception_3b/5x5_reduce" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 32 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.2 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_3b/relu_5x5_reduce" - type: "ReLU" - bottom: "inception_3b/5x5_reduce" - top: "inception_3b/5x5_reduce" -} -layer { - name: "inception_3b/5x5" - type: "Convolution" - bottom: "inception_3b/5x5_reduce" - top: "inception_3b/5x5" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 96 - pad: 2 - kernel_size: 5 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_3b/relu_5x5" - type: "ReLU" - bottom: "inception_3b/5x5" - top: "inception_3b/5x5" -} -layer { - name: "inception_3b/pool" - type: "Pooling" - bottom: "inception_3a/output" - top: "inception_3b/pool" - pooling_param { - pool: MAX - kernel_size: 3 - stride: 1 - pad: 1 - } -} -layer { - name: "inception_3b/pool_proj" - type: "Convolution" - bottom: "inception_3b/pool" - top: "inception_3b/pool_proj" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 64 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.1 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_3b/relu_pool_proj" - type: "ReLU" - bottom: "inception_3b/pool_proj" - top: "inception_3b/pool_proj" -} -layer { - name: "inception_3b/output" - type: "Concat" - bottom: "inception_3b/1x1" - bottom: "inception_3b/3x3" - bottom: "inception_3b/5x5" - bottom: "inception_3b/pool_proj" - top: "inception_3b/output" -} -layer { - name: "pool3/3x3_s2" - type: "Pooling" - bottom: "inception_3b/output" - top: "pool3/3x3_s2" - pooling_param { - pool: MAX - kernel_size: 3 - stride: 2 - } -} -layer { - name: "inception_4a/1x1" - type: "Convolution" - bottom: "pool3/3x3_s2" - top: "inception_4a/1x1" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 192 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4a/relu_1x1" - type: "ReLU" - bottom: "inception_4a/1x1" - top: "inception_4a/1x1" -} -layer { - name: "inception_4a/3x3_reduce" - type: "Convolution" - bottom: "pool3/3x3_s2" - top: "inception_4a/3x3_reduce" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 96 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.09 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4a/relu_3x3_reduce" - type: "ReLU" - bottom: "inception_4a/3x3_reduce" - top: "inception_4a/3x3_reduce" -} -layer { - name: "inception_4a/3x3" - type: "Convolution" - bottom: "inception_4a/3x3_reduce" - top: "inception_4a/3x3" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 208 - pad: 1 - kernel_size: 3 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4a/relu_3x3" - type: "ReLU" - bottom: "inception_4a/3x3" - top: "inception_4a/3x3" -} -layer { - name: "inception_4a/5x5_reduce" - type: "Convolution" - bottom: "pool3/3x3_s2" - top: "inception_4a/5x5_reduce" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 16 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.2 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4a/relu_5x5_reduce" - type: "ReLU" - bottom: "inception_4a/5x5_reduce" - top: "inception_4a/5x5_reduce" -} -layer { - name: "inception_4a/5x5" - type: "Convolution" - bottom: "inception_4a/5x5_reduce" - top: "inception_4a/5x5" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 48 - pad: 2 - kernel_size: 5 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4a/relu_5x5" - type: "ReLU" - bottom: "inception_4a/5x5" - top: "inception_4a/5x5" -} -layer { - name: "inception_4a/pool" - type: "Pooling" - bottom: "pool3/3x3_s2" - top: "inception_4a/pool" - pooling_param { - pool: MAX - kernel_size: 3 - stride: 1 - pad: 1 - } -} -layer { - name: "inception_4a/pool_proj" - type: "Convolution" - bottom: "inception_4a/pool" - top: "inception_4a/pool_proj" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 64 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.1 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4a/relu_pool_proj" - type: "ReLU" - bottom: "inception_4a/pool_proj" - top: "inception_4a/pool_proj" -} -layer { - name: "inception_4a/output" - type: "Concat" - bottom: "inception_4a/1x1" - bottom: "inception_4a/3x3" - bottom: "inception_4a/5x5" - bottom: "inception_4a/pool_proj" - top: "inception_4a/output" -} -layer { - name: "inception_4b/1x1" - type: "Convolution" - bottom: "inception_4a/output" - top: "inception_4b/1x1" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 160 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4b/relu_1x1" - type: "ReLU" - bottom: "inception_4b/1x1" - top: "inception_4b/1x1" -} -layer { - name: "inception_4b/3x3_reduce" - type: "Convolution" - bottom: "inception_4a/output" - top: "inception_4b/3x3_reduce" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 112 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.09 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4b/relu_3x3_reduce" - type: "ReLU" - bottom: "inception_4b/3x3_reduce" - top: "inception_4b/3x3_reduce" -} -layer { - name: "inception_4b/3x3" - type: "Convolution" - bottom: "inception_4b/3x3_reduce" - top: "inception_4b/3x3" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 224 - pad: 1 - kernel_size: 3 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4b/relu_3x3" - type: "ReLU" - bottom: "inception_4b/3x3" - top: "inception_4b/3x3" -} -layer { - name: "inception_4b/5x5_reduce" - type: "Convolution" - bottom: "inception_4a/output" - top: "inception_4b/5x5_reduce" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 24 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.2 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4b/relu_5x5_reduce" - type: "ReLU" - bottom: "inception_4b/5x5_reduce" - top: "inception_4b/5x5_reduce" -} -layer { - name: "inception_4b/5x5" - type: "Convolution" - bottom: "inception_4b/5x5_reduce" - top: "inception_4b/5x5" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 64 - pad: 2 - kernel_size: 5 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4b/relu_5x5" - type: "ReLU" - bottom: "inception_4b/5x5" - top: "inception_4b/5x5" -} -layer { - name: "inception_4b/pool" - type: "Pooling" - bottom: "inception_4a/output" - top: "inception_4b/pool" - pooling_param { - pool: MAX - kernel_size: 3 - stride: 1 - pad: 1 - } -} -layer { - name: "inception_4b/pool_proj" - type: "Convolution" - bottom: "inception_4b/pool" - top: "inception_4b/pool_proj" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 64 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.1 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4b/relu_pool_proj" - type: "ReLU" - bottom: "inception_4b/pool_proj" - top: "inception_4b/pool_proj" -} -layer { - name: "inception_4b/output" - type: "Concat" - bottom: "inception_4b/1x1" - bottom: "inception_4b/3x3" - bottom: "inception_4b/5x5" - bottom: "inception_4b/pool_proj" - top: "inception_4b/output" -} -layer { - name: "inception_4c/1x1" - type: "Convolution" - bottom: "inception_4b/output" - top: "inception_4c/1x1" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 128 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4c/relu_1x1" - type: "ReLU" - bottom: "inception_4c/1x1" - top: "inception_4c/1x1" -} -layer { - name: "inception_4c/3x3_reduce" - type: "Convolution" - bottom: "inception_4b/output" - top: "inception_4c/3x3_reduce" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 128 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.09 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4c/relu_3x3_reduce" - type: "ReLU" - bottom: "inception_4c/3x3_reduce" - top: "inception_4c/3x3_reduce" -} -layer { - name: "inception_4c/3x3" - type: "Convolution" - bottom: "inception_4c/3x3_reduce" - top: "inception_4c/3x3" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 256 - pad: 1 - kernel_size: 3 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4c/relu_3x3" - type: "ReLU" - bottom: "inception_4c/3x3" - top: "inception_4c/3x3" -} -layer { - name: "inception_4c/5x5_reduce" - type: "Convolution" - bottom: "inception_4b/output" - top: "inception_4c/5x5_reduce" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 24 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.2 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4c/relu_5x5_reduce" - type: "ReLU" - bottom: "inception_4c/5x5_reduce" - top: "inception_4c/5x5_reduce" -} -layer { - name: "inception_4c/5x5" - type: "Convolution" - bottom: "inception_4c/5x5_reduce" - top: "inception_4c/5x5" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 64 - pad: 2 - kernel_size: 5 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4c/relu_5x5" - type: "ReLU" - bottom: "inception_4c/5x5" - top: "inception_4c/5x5" -} -layer { - name: "inception_4c/pool" - type: "Pooling" - bottom: "inception_4b/output" - top: "inception_4c/pool" - pooling_param { - pool: MAX - kernel_size: 3 - stride: 1 - pad: 1 - } -} -layer { - name: "inception_4c/pool_proj" - type: "Convolution" - bottom: "inception_4c/pool" - top: "inception_4c/pool_proj" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 64 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.1 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4c/relu_pool_proj" - type: "ReLU" - bottom: "inception_4c/pool_proj" - top: "inception_4c/pool_proj" -} -layer { - name: "inception_4c/output" - type: "Concat" - bottom: "inception_4c/1x1" - bottom: "inception_4c/3x3" - bottom: "inception_4c/5x5" - bottom: "inception_4c/pool_proj" - top: "inception_4c/output" -} -layer { - name: "inception_4d/1x1" - type: "Convolution" - bottom: "inception_4c/output" - top: "inception_4d/1x1" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 112 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4d/relu_1x1" - type: "ReLU" - bottom: "inception_4d/1x1" - top: "inception_4d/1x1" -} -layer { - name: "inception_4d/3x3_reduce" - type: "Convolution" - bottom: "inception_4c/output" - top: "inception_4d/3x3_reduce" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 144 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.09 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4d/relu_3x3_reduce" - type: "ReLU" - bottom: "inception_4d/3x3_reduce" - top: "inception_4d/3x3_reduce" -} -layer { - name: "inception_4d/3x3" - type: "Convolution" - bottom: "inception_4d/3x3_reduce" - top: "inception_4d/3x3" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 288 - pad: 1 - kernel_size: 3 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4d/relu_3x3" - type: "ReLU" - bottom: "inception_4d/3x3" - top: "inception_4d/3x3" -} -layer { - name: "inception_4d/5x5_reduce" - type: "Convolution" - bottom: "inception_4c/output" - top: "inception_4d/5x5_reduce" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 32 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.2 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4d/relu_5x5_reduce" - type: "ReLU" - bottom: "inception_4d/5x5_reduce" - top: "inception_4d/5x5_reduce" -} -layer { - name: "inception_4d/5x5" - type: "Convolution" - bottom: "inception_4d/5x5_reduce" - top: "inception_4d/5x5" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 64 - pad: 2 - kernel_size: 5 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4d/relu_5x5" - type: "ReLU" - bottom: "inception_4d/5x5" - top: "inception_4d/5x5" -} -layer { - name: "inception_4d/pool" - type: "Pooling" - bottom: "inception_4c/output" - top: "inception_4d/pool" - pooling_param { - pool: MAX - kernel_size: 3 - stride: 1 - pad: 1 - } -} -layer { - name: "inception_4d/pool_proj" - type: "Convolution" - bottom: "inception_4d/pool" - top: "inception_4d/pool_proj" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 64 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.1 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4d/relu_pool_proj" - type: "ReLU" - bottom: "inception_4d/pool_proj" - top: "inception_4d/pool_proj" -} -layer { - name: "inception_4d/output" - type: "Concat" - bottom: "inception_4d/1x1" - bottom: "inception_4d/3x3" - bottom: "inception_4d/5x5" - bottom: "inception_4d/pool_proj" - top: "inception_4d/output" -} -layer { - name: "inception_4e/1x1" - type: "Convolution" - bottom: "inception_4d/output" - top: "inception_4e/1x1" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 256 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4e/relu_1x1" - type: "ReLU" - bottom: "inception_4e/1x1" - top: "inception_4e/1x1" -} -layer { - name: "inception_4e/3x3_reduce" - type: "Convolution" - bottom: "inception_4d/output" - top: "inception_4e/3x3_reduce" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 160 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.09 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4e/relu_3x3_reduce" - type: "ReLU" - bottom: "inception_4e/3x3_reduce" - top: "inception_4e/3x3_reduce" -} -layer { - name: "inception_4e/3x3" - type: "Convolution" - bottom: "inception_4e/3x3_reduce" - top: "inception_4e/3x3" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 320 - pad: 1 - kernel_size: 3 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4e/relu_3x3" - type: "ReLU" - bottom: "inception_4e/3x3" - top: "inception_4e/3x3" -} -layer { - name: "inception_4e/5x5_reduce" - type: "Convolution" - bottom: "inception_4d/output" - top: "inception_4e/5x5_reduce" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 32 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.2 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4e/relu_5x5_reduce" - type: "ReLU" - bottom: "inception_4e/5x5_reduce" - top: "inception_4e/5x5_reduce" -} -layer { - name: "inception_4e/5x5" - type: "Convolution" - bottom: "inception_4e/5x5_reduce" - top: "inception_4e/5x5" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 128 - pad: 2 - kernel_size: 5 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4e/relu_5x5" - type: "ReLU" - bottom: "inception_4e/5x5" - top: "inception_4e/5x5" -} -layer { - name: "inception_4e/pool" - type: "Pooling" - bottom: "inception_4d/output" - top: "inception_4e/pool" - pooling_param { - pool: MAX - kernel_size: 3 - stride: 1 - pad: 1 - } -} -layer { - name: "inception_4e/pool_proj" - type: "Convolution" - bottom: "inception_4e/pool" - top: "inception_4e/pool_proj" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 128 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.1 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4e/relu_pool_proj" - type: "ReLU" - bottom: "inception_4e/pool_proj" - top: "inception_4e/pool_proj" -} -layer { - name: "inception_4e/output" - type: "Concat" - bottom: "inception_4e/1x1" - bottom: "inception_4e/3x3" - bottom: "inception_4e/5x5" - bottom: "inception_4e/pool_proj" - top: "inception_4e/output" -} -layer { - name: "pool4/3x3_s2" - type: "Pooling" - bottom: "inception_4e/output" - top: "pool4/3x3_s2" - pooling_param { - pool: MAX - kernel_size: 3 - stride: 2 - } -} -layer { - name: "inception_5a/1x1" - type: "Convolution" - bottom: "pool4/3x3_s2" - top: "inception_5a/1x1" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 256 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_5a/relu_1x1" - type: "ReLU" - bottom: "inception_5a/1x1" - top: "inception_5a/1x1" -} -layer { - name: "inception_5a/3x3_reduce" - type: "Convolution" - bottom: "pool4/3x3_s2" - top: "inception_5a/3x3_reduce" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 160 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.09 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_5a/relu_3x3_reduce" - type: "ReLU" - bottom: "inception_5a/3x3_reduce" - top: "inception_5a/3x3_reduce" -} -layer { - name: "inception_5a/3x3" - type: "Convolution" - bottom: "inception_5a/3x3_reduce" - top: "inception_5a/3x3" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 320 - pad: 1 - kernel_size: 3 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_5a/relu_3x3" - type: "ReLU" - bottom: "inception_5a/3x3" - top: "inception_5a/3x3" -} -layer { - name: "inception_5a/5x5_reduce" - type: "Convolution" - bottom: "pool4/3x3_s2" - top: "inception_5a/5x5_reduce" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 32 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.2 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_5a/relu_5x5_reduce" - type: "ReLU" - bottom: "inception_5a/5x5_reduce" - top: "inception_5a/5x5_reduce" -} -layer { - name: "inception_5a/5x5" - type: "Convolution" - bottom: "inception_5a/5x5_reduce" - top: "inception_5a/5x5" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 128 - pad: 2 - kernel_size: 5 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_5a/relu_5x5" - type: "ReLU" - bottom: "inception_5a/5x5" - top: "inception_5a/5x5" -} -layer { - name: "inception_5a/pool" - type: "Pooling" - bottom: "pool4/3x3_s2" - top: "inception_5a/pool" - pooling_param { - pool: MAX - kernel_size: 3 - stride: 1 - pad: 1 - } -} -layer { - name: "inception_5a/pool_proj" - type: "Convolution" - bottom: "inception_5a/pool" - top: "inception_5a/pool_proj" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 128 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.1 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_5a/relu_pool_proj" - type: "ReLU" - bottom: "inception_5a/pool_proj" - top: "inception_5a/pool_proj" -} -layer { - name: "inception_5a/output" - type: "Concat" - bottom: "inception_5a/1x1" - bottom: "inception_5a/3x3" - bottom: "inception_5a/5x5" - bottom: "inception_5a/pool_proj" - top: "inception_5a/output" -} -layer { - name: "inception_5b/1x1" - type: "Convolution" - bottom: "inception_5a/output" - top: "inception_5b/1x1" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 384 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_5b/relu_1x1" - type: "ReLU" - bottom: "inception_5b/1x1" - top: "inception_5b/1x1" -} -layer { - name: "inception_5b/3x3_reduce" - type: "Convolution" - bottom: "inception_5a/output" - top: "inception_5b/3x3_reduce" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 192 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.09 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_5b/relu_3x3_reduce" - type: "ReLU" - bottom: "inception_5b/3x3_reduce" - top: "inception_5b/3x3_reduce" -} -layer { - name: "inception_5b/3x3" - type: "Convolution" - bottom: "inception_5b/3x3_reduce" - top: "inception_5b/3x3" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 384 - pad: 1 - kernel_size: 3 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_5b/relu_3x3" - type: "ReLU" - bottom: "inception_5b/3x3" - top: "inception_5b/3x3" -} -layer { - name: "inception_5b/5x5_reduce" - type: "Convolution" - bottom: "inception_5a/output" - top: "inception_5b/5x5_reduce" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 48 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.2 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_5b/relu_5x5_reduce" - type: "ReLU" - bottom: "inception_5b/5x5_reduce" - top: "inception_5b/5x5_reduce" -} -layer { - name: "inception_5b/5x5" - type: "Convolution" - bottom: "inception_5b/5x5_reduce" - top: "inception_5b/5x5" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 128 - pad: 2 - kernel_size: 5 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_5b/relu_5x5" - type: "ReLU" - bottom: "inception_5b/5x5" - top: "inception_5b/5x5" -} -layer { - name: "inception_5b/pool" - type: "Pooling" - bottom: "inception_5a/output" - top: "inception_5b/pool" - pooling_param { - pool: MAX - kernel_size: 3 - stride: 1 - pad: 1 - } -} -layer { - name: "inception_5b/pool_proj" - type: "Convolution" - bottom: "inception_5b/pool" - top: "inception_5b/pool_proj" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 128 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.1 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_5b/relu_pool_proj" - type: "ReLU" - bottom: "inception_5b/pool_proj" - top: "inception_5b/pool_proj" -} -layer { - name: "inception_5b/output" - type: "Concat" - bottom: "inception_5b/1x1" - bottom: "inception_5b/3x3" - bottom: "inception_5b/5x5" - bottom: "inception_5b/pool_proj" - top: "inception_5b/output" -} -layer { - name: "pool5/7x7_s1" - type: "Pooling" - bottom: "inception_5b/output" - top: "pool5/7x7_s1" - pooling_param { - pool: AVE - kernel_size: 7 - stride: 1 - } -} -layer { - name: "pool5/drop_7x7_s1" - type: "Dropout" - bottom: "pool5/7x7_s1" - top: "pool5/7x7_s1" - dropout_param { - dropout_ratio: 0.4 - } -} -layer { - name: "loss3/classifier" - type: "InnerProduct" - bottom: "pool5/7x7_s1" - top: "loss3/classifier" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - inner_product_param { - num_output: 1000 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "prob" - type: "Softmax" - bottom: "loss3/classifier" - top: "prob" -} diff --git a/modules/dnn/samples/caffe_googlenet.cpp b/modules/dnn/samples/caffe_googlenet.cpp deleted file mode 100644 index 59579863f..000000000 --- a/modules/dnn/samples/caffe_googlenet.cpp +++ /dev/null @@ -1,143 +0,0 @@ -/**M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ -#include -#include -#include -using namespace cv; -using namespace cv::dnn; - -#include -#include -#include -using namespace std; - -/* Find best class for the blob (i. e. class with maximal probability) */ -void getMaxClass(const Mat &probBlob, int *classId, double *classProb) -{ - Mat probMat = probBlob.reshape(1, 1); //reshape the blob to 1x1000 matrix - Point classNumber; - - minMaxLoc(probMat, NULL, classProb, NULL, &classNumber); - *classId = classNumber.x; -} - -std::vector readClassNames(const char *filename = "synset_words.txt") -{ - std::vector classNames; - - std::ifstream fp(filename); - if (!fp.is_open()) - { - std::cerr << "File with classes labels not found: " << filename << std::endl; - exit(-1); - } - - std::string name; - while (!fp.eof()) - { - std::getline(fp, name); - if (name.length()) - classNames.push_back( name.substr(name.find(' ')+1) ); - } - - fp.close(); - return classNames; -} - -int main(int argc, char **argv) -{ - cv::dnn::initModule(); //Required if OpenCV is built as static libs - - String modelTxt = "bvlc_googlenet.prototxt"; - String modelBin = "bvlc_googlenet.caffemodel"; - String imageFile = (argc > 1) ? argv[1] : "space_shuttle.jpg"; - - //! [Read and initialize network] - Net net = dnn::readNetFromCaffe(modelTxt, modelBin); - //! [Read and initialize network] - - //! [Check that network was read successfully] - if (net.empty()) - { - std::cerr << "Can't load network by using the following files: " << std::endl; - std::cerr << "prototxt: " << modelTxt << std::endl; - std::cerr << "caffemodel: " << modelBin << std::endl; - std::cerr << "bvlc_googlenet.caffemodel can be downloaded here:" << std::endl; - std::cerr << "http://dl.caffe.berkeleyvision.org/bvlc_googlenet.caffemodel" << std::endl; - exit(-1); - } - //! [Check that network was read successfully] - - //! [Prepare blob] - Mat img = imread(imageFile); - if (img.empty()) - { - std::cerr << "Can't read image from the file: " << imageFile << std::endl; - exit(-1); - } - - //GoogLeNet accepts only 224x224 RGB-images - Mat inputBlob = blobFromImage(img, 1, Size(224, 224), - Scalar(104, 117, 123)); //Convert Mat to batch of images - //! [Prepare blob] - - //! [Set input blob] - net.setInput(inputBlob, "data"); //set the network input - //! [Set input blob] - - //! [Make forward pass] - Mat prob = net.forward("prob"); //compute output - //! [Make forward pass] - - //! [Gather output] - int classId; - double classProb; - getMaxClass(prob, &classId, &classProb);//find the best class - //! [Gather output] - - //! [Print results] - std::vector classNames = readClassNames(); - std::cout << "Best class: #" << classId << " '" << classNames.at(classId) << "'" << std::endl; - std::cout << "Probability: " << classProb * 100 << "%" << std::endl; - //! [Print results] - - return 0; -} //main diff --git a/modules/dnn/samples/enet-classes.txt b/modules/dnn/samples/enet-classes.txt deleted file mode 100644 index 303bf6f4c..000000000 --- a/modules/dnn/samples/enet-classes.txt +++ /dev/null @@ -1,20 +0,0 @@ -Unlabeled 0 0 0 -Road 128 64 128 -Sidewalk 244 35 232 -Building 70 70 70 -Wall 102 102 156 -Fence 190 153 153 -Pole 153 153 153 -TrafficLight 250 170 30 -TrafficSign 220 220 0 -Vegetation 107 142 35 -Terrain 152 251 152 -Sky 70 130 180 -Person 220 20 60 -Rider 255 0 0 -Car 0 0 142 -Truck 0 0 70 -Bus 0 60 100 -Train 0 80 100 -Motorcycle 0 0 230 -Bicycle 119 11 32 \ No newline at end of file diff --git a/modules/dnn/samples/fcn32s-heavy-pascal.prototxt b/modules/dnn/samples/fcn32s-heavy-pascal.prototxt deleted file mode 100755 index 7b5a0c55b..000000000 --- a/modules/dnn/samples/fcn32s-heavy-pascal.prototxt +++ /dev/null @@ -1,502 +0,0 @@ -# -# This prototxt is based on voc-fcn32s/val.prototxt file from -# https://github.com/shelhamer/fcn.berkeleyvision.org, which is distributed under -# Caffe (BSD) license: -# http://caffe.berkeleyvision.org/model_zoo.html#bvlc-model-license -# -name: "voc-fcn32s" -input: "data" -input_dim: 1 -input_dim: 3 -input_dim: 500 -input_dim: 500 -layer { - name: "conv1_1" - type: "Convolution" - bottom: "data" - top: "conv1_1" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 64 - pad: 100 - kernel_size: 3 - stride: 1 - } -} -layer { - name: "relu1_1" - type: "ReLU" - bottom: "conv1_1" - top: "conv1_1" -} -layer { - name: "conv1_2" - type: "Convolution" - bottom: "conv1_1" - top: "conv1_2" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 64 - pad: 1 - kernel_size: 3 - stride: 1 - } -} -layer { - name: "relu1_2" - type: "ReLU" - bottom: "conv1_2" - top: "conv1_2" -} -layer { - name: "pool1" - type: "Pooling" - bottom: "conv1_2" - top: "pool1" - pooling_param { - pool: MAX - kernel_size: 2 - stride: 2 - } -} -layer { - name: "conv2_1" - type: "Convolution" - bottom: "pool1" - top: "conv2_1" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 128 - pad: 1 - kernel_size: 3 - stride: 1 - } -} -layer { - name: "relu2_1" - type: "ReLU" - bottom: "conv2_1" - top: "conv2_1" -} -layer { - name: "conv2_2" - type: "Convolution" - bottom: "conv2_1" - top: "conv2_2" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 128 - pad: 1 - kernel_size: 3 - stride: 1 - } -} -layer { - name: "relu2_2" - type: "ReLU" - bottom: "conv2_2" - top: "conv2_2" -} -layer { - name: "pool2" - type: "Pooling" - bottom: "conv2_2" - top: "pool2" - pooling_param { - pool: MAX - kernel_size: 2 - stride: 2 - } -} -layer { - name: "conv3_1" - type: "Convolution" - bottom: "pool2" - top: "conv3_1" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 256 - pad: 1 - kernel_size: 3 - stride: 1 - } -} -layer { - name: "relu3_1" - type: "ReLU" - bottom: "conv3_1" - top: "conv3_1" -} -layer { - name: "conv3_2" - type: "Convolution" - bottom: "conv3_1" - top: "conv3_2" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 256 - pad: 1 - kernel_size: 3 - stride: 1 - } -} -layer { - name: "relu3_2" - type: "ReLU" - bottom: "conv3_2" - top: "conv3_2" -} -layer { - name: "conv3_3" - type: "Convolution" - bottom: "conv3_2" - top: "conv3_3" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 256 - pad: 1 - kernel_size: 3 - stride: 1 - } -} -layer { - name: "relu3_3" - type: "ReLU" - bottom: "conv3_3" - top: "conv3_3" -} -layer { - name: "pool3" - type: "Pooling" - bottom: "conv3_3" - top: "pool3" - pooling_param { - pool: MAX - kernel_size: 2 - stride: 2 - } -} -layer { - name: "conv4_1" - type: "Convolution" - bottom: "pool3" - top: "conv4_1" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 512 - pad: 1 - kernel_size: 3 - stride: 1 - } -} -layer { - name: "relu4_1" - type: "ReLU" - bottom: "conv4_1" - top: "conv4_1" -} -layer { - name: "conv4_2" - type: "Convolution" - bottom: "conv4_1" - top: "conv4_2" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 512 - pad: 1 - kernel_size: 3 - stride: 1 - } -} -layer { - name: "relu4_2" - type: "ReLU" - bottom: "conv4_2" - top: "conv4_2" -} -layer { - name: "conv4_3" - type: "Convolution" - bottom: "conv4_2" - top: "conv4_3" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 512 - pad: 1 - kernel_size: 3 - stride: 1 - } -} -layer { - name: "relu4_3" - type: "ReLU" - bottom: "conv4_3" - top: "conv4_3" -} -layer { - name: "pool4" - type: "Pooling" - bottom: "conv4_3" - top: "pool4" - pooling_param { - pool: MAX - kernel_size: 2 - stride: 2 - } -} -layer { - name: "conv5_1" - type: "Convolution" - bottom: "pool4" - top: "conv5_1" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 512 - pad: 1 - kernel_size: 3 - stride: 1 - } -} -layer { - name: "relu5_1" - type: "ReLU" - bottom: "conv5_1" - top: "conv5_1" -} -layer { - name: "conv5_2" - type: "Convolution" - bottom: "conv5_1" - top: "conv5_2" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 512 - pad: 1 - kernel_size: 3 - stride: 1 - } -} -layer { - name: "relu5_2" - type: "ReLU" - bottom: "conv5_2" - top: "conv5_2" -} -layer { - name: "conv5_3" - type: "Convolution" - bottom: "conv5_2" - top: "conv5_3" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 512 - pad: 1 - kernel_size: 3 - stride: 1 - } -} -layer { - name: "relu5_3" - type: "ReLU" - bottom: "conv5_3" - top: "conv5_3" -} -layer { - name: "pool5" - type: "Pooling" - bottom: "conv5_3" - top: "pool5" - pooling_param { - pool: MAX - kernel_size: 2 - stride: 2 - } -} -layer { - name: "fc6" - type: "Convolution" - bottom: "pool5" - top: "fc6" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 4096 - pad: 0 - kernel_size: 7 - stride: 1 - } -} -layer { - name: "relu6" - type: "ReLU" - bottom: "fc6" - top: "fc6" -} -layer { - name: "fc7" - type: "Convolution" - bottom: "fc6" - top: "fc7" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 4096 - pad: 0 - kernel_size: 1 - stride: 1 - } -} -layer { - name: "relu7" - type: "ReLU" - bottom: "fc7" - top: "fc7" -} -layer { - name: "score_fr" - type: "Convolution" - bottom: "fc7" - top: "score_fr" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 21 - pad: 0 - kernel_size: 1 - } -} -layer { - name: "upscore" - type: "Deconvolution" - bottom: "score_fr" - top: "upscore" - param { - lr_mult: 0 - } - convolution_param { - num_output: 21 - bias_term: false - kernel_size: 64 - stride: 32 - } -} -layer { - name: "score" - type: "Crop" - bottom: "upscore" - bottom: "data" - top: "score" - crop_param { - axis: 2 - offset: 19 - } -} diff --git a/modules/dnn/samples/fcn8s-heavy-pascal.prototxt b/modules/dnn/samples/fcn8s-heavy-pascal.prototxt deleted file mode 100755 index 426b40f81..000000000 --- a/modules/dnn/samples/fcn8s-heavy-pascal.prototxt +++ /dev/null @@ -1,612 +0,0 @@ -# -# This prototxt is based on voc-fcn8s/val.prototxt file from -# https://github.com/shelhamer/fcn.berkeleyvision.org, which is distributed under -# Caffe (BSD) license: -# http://caffe.berkeleyvision.org/model_zoo.html#bvlc-model-license -# -name: "voc-fcn8s" -input: "data" -input_dim: 1 -input_dim: 3 -input_dim: 500 -input_dim: 500 -layer { - name: "conv1_1" - type: "Convolution" - bottom: "data" - top: "conv1_1" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 64 - pad: 100 - kernel_size: 3 - stride: 1 - } -} -layer { - name: "relu1_1" - type: "ReLU" - bottom: "conv1_1" - top: "conv1_1" -} -layer { - name: "conv1_2" - type: "Convolution" - bottom: "conv1_1" - top: "conv1_2" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 64 - pad: 1 - kernel_size: 3 - stride: 1 - } -} -layer { - name: "relu1_2" - type: "ReLU" - bottom: "conv1_2" - top: "conv1_2" -} -layer { - name: "pool1" - type: "Pooling" - bottom: "conv1_2" - top: "pool1" - pooling_param { - pool: MAX - kernel_size: 2 - stride: 2 - } -} -layer { - name: "conv2_1" - type: "Convolution" - bottom: "pool1" - top: "conv2_1" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 128 - pad: 1 - kernel_size: 3 - stride: 1 - } -} -layer { - name: "relu2_1" - type: "ReLU" - bottom: "conv2_1" - top: "conv2_1" -} -layer { - name: "conv2_2" - type: "Convolution" - bottom: "conv2_1" - top: "conv2_2" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 128 - pad: 1 - kernel_size: 3 - stride: 1 - } -} -layer { - name: "relu2_2" - type: "ReLU" - bottom: "conv2_2" - top: "conv2_2" -} -layer { - name: "pool2" - type: "Pooling" - bottom: "conv2_2" - top: "pool2" - pooling_param { - pool: MAX - kernel_size: 2 - stride: 2 - } -} -layer { - name: "conv3_1" - type: "Convolution" - bottom: "pool2" - top: "conv3_1" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 256 - pad: 1 - kernel_size: 3 - stride: 1 - } -} -layer { - name: "relu3_1" - type: "ReLU" - bottom: "conv3_1" - top: "conv3_1" -} -layer { - name: "conv3_2" - type: "Convolution" - bottom: "conv3_1" - top: "conv3_2" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 256 - pad: 1 - kernel_size: 3 - stride: 1 - } -} -layer { - name: "relu3_2" - type: "ReLU" - bottom: "conv3_2" - top: "conv3_2" -} -layer { - name: "conv3_3" - type: "Convolution" - bottom: "conv3_2" - top: "conv3_3" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 256 - pad: 1 - kernel_size: 3 - stride: 1 - } -} -layer { - name: "relu3_3" - type: "ReLU" - bottom: "conv3_3" - top: "conv3_3" -} -layer { - name: "pool3" - type: "Pooling" - bottom: "conv3_3" - top: "pool3" - pooling_param { - pool: MAX - kernel_size: 2 - stride: 2 - } -} -layer { - name: "conv4_1" - type: "Convolution" - bottom: "pool3" - top: "conv4_1" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 512 - pad: 1 - kernel_size: 3 - stride: 1 - } -} -layer { - name: "relu4_1" - type: "ReLU" - bottom: "conv4_1" - top: "conv4_1" -} -layer { - name: "conv4_2" - type: "Convolution" - bottom: "conv4_1" - top: "conv4_2" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 512 - pad: 1 - kernel_size: 3 - stride: 1 - } -} -layer { - name: "relu4_2" - type: "ReLU" - bottom: "conv4_2" - top: "conv4_2" -} -layer { - name: "conv4_3" - type: "Convolution" - bottom: "conv4_2" - top: "conv4_3" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 512 - pad: 1 - kernel_size: 3 - stride: 1 - } -} -layer { - name: "relu4_3" - type: "ReLU" - bottom: "conv4_3" - top: "conv4_3" -} -layer { - name: "pool4" - type: "Pooling" - bottom: "conv4_3" - top: "pool4" - pooling_param { - pool: MAX - kernel_size: 2 - stride: 2 - } -} -layer { - name: "conv5_1" - type: "Convolution" - bottom: "pool4" - top: "conv5_1" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 512 - pad: 1 - kernel_size: 3 - stride: 1 - } -} -layer { - name: "relu5_1" - type: "ReLU" - bottom: "conv5_1" - top: "conv5_1" -} -layer { - name: "conv5_2" - type: "Convolution" - bottom: "conv5_1" - top: "conv5_2" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 512 - pad: 1 - kernel_size: 3 - stride: 1 - } -} -layer { - name: "relu5_2" - type: "ReLU" - bottom: "conv5_2" - top: "conv5_2" -} -layer { - name: "conv5_3" - type: "Convolution" - bottom: "conv5_2" - top: "conv5_3" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 512 - pad: 1 - kernel_size: 3 - stride: 1 - } -} -layer { - name: "relu5_3" - type: "ReLU" - bottom: "conv5_3" - top: "conv5_3" -} -layer { - name: "pool5" - type: "Pooling" - bottom: "conv5_3" - top: "pool5" - pooling_param { - pool: MAX - kernel_size: 2 - stride: 2 - } -} -layer { - name: "fc6" - type: "Convolution" - bottom: "pool5" - top: "fc6" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 4096 - pad: 0 - kernel_size: 7 - stride: 1 - } -} -layer { - name: "relu6" - type: "ReLU" - bottom: "fc6" - top: "fc6" -} -layer { - name: "fc7" - type: "Convolution" - bottom: "fc6" - top: "fc7" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 4096 - pad: 0 - kernel_size: 1 - stride: 1 - } -} -layer { - name: "relu7" - type: "ReLU" - bottom: "fc7" - top: "fc7" -} -layer { - name: "score_fr" - type: "Convolution" - bottom: "fc7" - top: "score_fr" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 21 - pad: 0 - kernel_size: 1 - } -} -layer { - name: "upscore2" - type: "Deconvolution" - bottom: "score_fr" - top: "upscore2" - param { - lr_mult: 0 - } - convolution_param { - num_output: 21 - bias_term: false - kernel_size: 4 - stride: 2 - } -} -layer { - name: "score_pool4" - type: "Convolution" - bottom: "pool4" - top: "score_pool4" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 21 - pad: 0 - kernel_size: 1 - } -} -layer { - name: "score_pool4c" - type: "Crop" - bottom: "score_pool4" - bottom: "upscore2" - top: "score_pool4c" - crop_param { - axis: 2 - offset: 5 - } -} -layer { - name: "fuse_pool4" - type: "Eltwise" - bottom: "upscore2" - bottom: "score_pool4c" - top: "fuse_pool4" - eltwise_param { - operation: SUM - } -} -layer { - name: "upscore_pool4" - type: "Deconvolution" - bottom: "fuse_pool4" - top: "upscore_pool4" - param { - lr_mult: 0 - } - convolution_param { - num_output: 21 - bias_term: false - kernel_size: 4 - stride: 2 - } -} -layer { - name: "score_pool3" - type: "Convolution" - bottom: "pool3" - top: "score_pool3" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 21 - pad: 0 - kernel_size: 1 - } -} -layer { - name: "score_pool3c" - type: "Crop" - bottom: "score_pool3" - bottom: "upscore_pool4" - top: "score_pool3c" - crop_param { - axis: 2 - offset: 9 - } -} -layer { - name: "fuse_pool3" - type: "Eltwise" - bottom: "upscore_pool4" - bottom: "score_pool3c" - top: "fuse_pool3" - eltwise_param { - operation: SUM - } -} -layer { - name: "upscore8" - type: "Deconvolution" - bottom: "fuse_pool3" - top: "upscore8" - param { - lr_mult: 0 - } - convolution_param { - num_output: 21 - bias_term: false - kernel_size: 16 - stride: 8 - } -} -layer { - name: "score" - type: "Crop" - bottom: "upscore8" - bottom: "data" - top: "score" - crop_param { - axis: 2 - offset: 31 - } -} diff --git a/modules/dnn/samples/fcn_semsegm.cpp b/modules/dnn/samples/fcn_semsegm.cpp deleted file mode 100755 index 670605074..000000000 --- a/modules/dnn/samples/fcn_semsegm.cpp +++ /dev/null @@ -1,154 +0,0 @@ -#include -#include -#include -using namespace cv; -using namespace cv::dnn; - -#include -#include -#include -using namespace std; - -static const string fcnType = "fcn8s"; - -static vector readColors(const string &filename = "pascal-classes.txt") -{ - vector colors; - - ifstream fp(filename.c_str()); - if (!fp.is_open()) - { - cerr << "File with colors not found: " << filename << endl; - exit(-1); - } - - string line; - while (!fp.eof()) - { - getline(fp, line); - if (line.length()) - { - stringstream ss(line); - - string name; ss >> name; - int temp; - cv::Vec3b color; - ss >> temp; color[0] = temp; - ss >> temp; color[1] = temp; - ss >> temp; color[2] = temp; - colors.push_back(color); - } - } - - fp.close(); - return colors; -} - -static void colorizeSegmentation(const Mat &score, const vector &colors, cv::Mat &segm) -{ - const int rows = score.size[2]; - const int cols = score.size[3]; - const int chns = score.size[1]; - - cv::Mat maxCl(rows, cols, CV_8UC1); - cv::Mat maxVal(rows, cols, CV_32FC1); - for (int ch = 0; ch < chns; ch++) - { - for (int row = 0; row < rows; row++) - { - const float *ptrScore = score.ptr(0, ch, row); - uchar *ptrMaxCl = maxCl.ptr(row); - float *ptrMaxVal = maxVal.ptr(row); - for (int col = 0; col < cols; col++) - { - if (ptrScore[col] > ptrMaxVal[col]) - { - ptrMaxVal[col] = ptrScore[col]; - ptrMaxCl[col] = ch; - } - } - } - } - - segm.create(rows, cols, CV_8UC3); - for (int row = 0; row < rows; row++) - { - const uchar *ptrMaxCl = maxCl.ptr(row); - cv::Vec3b *ptrSegm = segm.ptr(row); - for (int col = 0; col < cols; col++) - { - ptrSegm[col] = colors[ptrMaxCl[col]]; - } - } - -} - -int main(int argc, char **argv) -{ - cv::dnn::initModule(); //Required if OpenCV is built as static libs - - String modelTxt = fcnType + "-heavy-pascal.prototxt"; - String modelBin = fcnType + "-heavy-pascal.caffemodel"; - String imageFile = (argc > 1) ? argv[1] : "rgb.jpg"; - - vector colors = readColors(); - - //! [Create the importer of Caffe model] - Ptr importer; - try //Try to import Caffe GoogleNet model - { - importer = dnn::createCaffeImporter(modelTxt, modelBin); - } - catch (const cv::Exception &err) //Importer can throw errors, we will catch them - { - cerr << err.msg << endl; - } - //! [Create the importer of Caffe model] - - if (!importer) - { - cerr << "Can't load network by using the following files: " << endl; - cerr << "prototxt: " << modelTxt << endl; - cerr << "caffemodel: " << modelBin << endl; - cerr << fcnType << "-heavy-pascal.caffemodel can be downloaded here:" << endl; - cerr << "http://dl.caffe.berkeleyvision.org/" << fcnType << "-heavy-pascal.caffemodel" << endl; - exit(-1); - } - - //! [Initialize network] - dnn::Net net; - importer->populateNet(net); - importer.release(); //We don't need importer anymore - //! [Initialize network] - - //! [Prepare blob] - Mat img = imread(imageFile); - if (img.empty()) - { - cerr << "Can't read image from the file: " << imageFile << endl; - exit(-1); - } - - resize(img, img, Size(500, 500)); //FCN accepts 500x500 RGB-images - Mat inputBlob = blobFromImage(img); //Convert Mat to batch of images - //! [Prepare blob] - - //! [Set input blob] - net.setInput(inputBlob, "data"); //set the network input - //! [Set input blob] - - //! [Make forward pass] - double t = (double)cv::getTickCount(); - Mat score = net.forward("score"); //compute output - t = (double)cv::getTickCount() - t; - printf("processing time: %.1fms\n", t*1000./getTickFrequency()); - //! [Make forward pass] - - Mat colorize; - colorizeSegmentation(score, colors, colorize); - Mat show; - addWeighted(img, 0.4, colorize, 0.6, 0.0, show); - imshow("show", show); - waitKey(0); - return 0; -} //main diff --git a/modules/dnn/samples/googlenet_python.py b/modules/dnn/samples/googlenet_python.py deleted file mode 100644 index 53ccdc551..000000000 --- a/modules/dnn/samples/googlenet_python.py +++ /dev/null @@ -1,34 +0,0 @@ -from __future__ import print_function -import numpy as np -import cv2 -from cv2 import dnn -import timeit - -def prepare_image(img): - img = cv2.resize(img, (224, 224)) - #convert interleaved image (RGBRGB) to planar(RRGGBB) - blob = np.moveaxis(img, 2, 0) - blob = np.reshape(blob.astype(np.float32), (-1, 3, 224, 224)) - return blob - -def timeit_forward(net): - print("OpenCL:", cv2.ocl.useOpenCL()) - print("Runtime:", timeit.timeit(lambda: net.forward(), number=10)) - -def get_class_list(): - with open('synset_words.txt', 'rt') as f: - return [ x[x.find(" ") + 1 :] for x in f ] - -blob = prepare_image(cv2.imread('space_shuttle.jpg')) -print("Input:", blob.shape, blob.dtype) - -cv2.ocl.setUseOpenCL(True) #Disable OCL if you want -net = dnn.readNetFromCaffe('bvlc_googlenet.prototxt', 'bvlc_googlenet.caffemodel') -net.setBlob(".data", blob) -net.forward() -#timeit_forward(net) #Uncomment to check performance - -prob = net.getBlob("prob") -print("Output:", prob.shape, prob.dtype) -classes = get_class_list() -print("Best match", classes[prob.argmax()]) \ No newline at end of file diff --git a/modules/dnn/samples/pascal-classes.txt b/modules/dnn/samples/pascal-classes.txt deleted file mode 100755 index a3a62c191..000000000 --- a/modules/dnn/samples/pascal-classes.txt +++ /dev/null @@ -1,21 +0,0 @@ -background 0 0 0 -aeroplane 128 0 0 -bicycle 0 128 0 -bird 128 128 0 -boat 0 0 128 -bottle 128 0 128 -bus 0 128 128 -car 128 128 128 -cat 64 0 0 -chair 192 0 0 -cow 64 128 0 -diningtable 192 128 0 -dog 64 0 128 -horse 192 0 128 -motorbike 64 128 128 -person 192 128 128 -pottedplant 0 64 0 -sheep 128 64 0 -sofa 0 192 0 -train 128 192 0 -tvmonitor 0 64 128 diff --git a/modules/dnn/samples/rgb.jpg b/modules/dnn/samples/rgb.jpg deleted file mode 100755 index f78e6e44e1f434031714d8c149475f2347a73256..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 47099 zcmbT6Wl$VZ*XIWvoIoHz7#ISBySux)6N0$bQNO5sVx!!@^as5A!mmUBC29h|^B?=NX0GR*@g#hWL4*>o*Pc)?e z8i4;fkdRSO(a?bym{{2V44Pg6kdaVOkWo?4&`?qTSqJ}n4?rbABYejxiT+yC97yd> z#1)?M9fL-yu9sMA`V_)#;Sqs}^@fC$>@6)FJp&^X4=*3TfS{1HjI5lzf})bPj;@}* zfuWJ5m9>qnoxOvnm$#3vpMOB)$EfI-*iUh(X`j%a3P9}rg$hH@g^B23Us-H_@#i>oxonG#{P4#^F4tJ0qZo!}O?*it*SRKj0fS2) zh!4;DV3N}L_1R$T($4$A#cwT1;8GrW_{OWgo{p6f?ipq47r?T+PNCxdZX!Po1#?9F z_WLQ)*6B^lgEXO#kGzKJpZE|@E-74j*Yv=GsnTxf1>KP_q}Bt>cH_a4+PjN-_3BMfVMSA>$MdBH6lo@o0mHI7SSb zBG3%QphapL&(}KHDEFSg>1>yy>C^yiGU`*t<#9PYG&ToA#Z)aqG`av!RZ)99c#F30 zTPgdF@>JTP5YOM)YK;6?5^@3Bwbg8Y9qa|S^ZJp{kg1vFI1ja*26-0xg=1Kwv4mz7 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zc;N^+>u=zfAcHHh@kA)xyEObYGxQvVM)H{T5%5(ObzQzAXmC)|9ALz;Kv^L0W8jzf zb%@d(*72adc8eV|n5~6TQzKg#s z7BK1)u5$R5gT*xE+jjLWnRdZTso)3k1KAdA!^M-7CAbdk2j&4LQL66i`ho717#EA! zg-|lVr0YqS!~y`7<(_yvL)R5nr;|t2MuT`Ws0*Jr9NGyJ0nHk|D=ZBRbIo+PG?Am^ zyFy}>C7ydiD4kxh@L;P7v_bKyQioLCFTBjk!_bKdQMBdxxB`iK+BF@j7|cE{1xf_P zWie2Unq0sIDUkm6GO8R~FS$ultM}<->lILo{qV~!7Mzc++LuDPp_qI>sYM5pm2ZT& zMew>5zQKr0K+v^2@9JM8*5n@cVVBj2gqCoR>M?+{Uh**qqEWNXxzqy+ZlC1f)Ebo8 zUihO%Xlyi5_8H!>+6@NUCGy?hX;C$#uWeXD@!DU3(5KKx&x=j=%QNtNP+9j2`-p}5W#!fozm{p&)u+3u|Jmx90xJLj diff --git a/modules/dnn/samples/squeezenet_halide.cpp b/modules/dnn/samples/squeezenet_halide.cpp deleted file mode 100644 index 39f88caae..000000000 --- a/modules/dnn/samples/squeezenet_halide.cpp +++ /dev/null @@ -1,120 +0,0 @@ -// This file is part of OpenCV project. -// It is subject to the license terms in the LICENSE file found in the top-level directory -// of this distribution and at http://opencv.org/license.html. -// -// Copyright (C) 2017, Intel Corporation, all rights reserved. -// Third party copyrights are property of their respective owners. - -// Sample of using Halide backend in OpenCV deep learning module. -// Based on dnn/samples/caffe_googlenet.cpp. - -#include -#include -#include -using namespace cv; -using namespace cv::dnn; - -#include -#include -#include - -/* Find best class for the blob (i. e. class with maximal probability) */ -void getMaxClass(const Mat &probBlob, int *classId, double *classProb) -{ - Mat probMat = probBlob.reshape(1, 1); //reshape the blob to 1x1000 matrix - Point classNumber; - - minMaxLoc(probMat, NULL, classProb, NULL, &classNumber); - *classId = classNumber.x; -} - -std::vector readClassNames(const char *filename = "synset_words.txt") -{ - std::vector classNames; - - std::ifstream fp(filename); - if (!fp.is_open()) - { - std::cerr << "File with classes labels not found: " << filename << std::endl; - exit(-1); - } - - std::string name; - while (!fp.eof()) - { - std::getline(fp, name); - if (name.length()) - classNames.push_back( name.substr(name.find(' ')+1) ); - } - - fp.close(); - return classNames; -} - -int main(int argc, char **argv) -{ - initModule(); // Required if OpenCV is built as static libs. - - std::string modelTxt = "train_val.prototxt"; - std::string modelBin = "squeezenet_v1.1.caffemodel"; - std::string imageFile = (argc > 1) ? argv[1] : "space_shuttle.jpg"; - - //! [Read and initialize network] - Net net = dnn::readNetFromCaffe(modelTxt, modelBin); - //! [Read and initialize network] - - //! [Check that network was read successfully] - if (net.empty()) - { - std::cerr << "Can't load network by using the following files: " << std::endl; - std::cerr << "prototxt: " << modelTxt << std::endl; - std::cerr << "caffemodel: " << modelBin << std::endl; - std::cerr << "SqueezeNet v1.1 can be downloaded from:" << std::endl; - std::cerr << "https://github.com/DeepScale/SqueezeNet/tree/master/SqueezeNet_v1.1" << std::endl; - exit(-1); - } - //! [Check that network was read successfully] - - //! [Prepare blob] - Mat img = imread(imageFile); - if (img.empty()) - { - std::cerr << "Can't read image from the file: " << imageFile << std::endl; - exit(-1); - } - if (img.channels() != 3) - { - std::cerr << "Image " << imageFile << " isn't 3-channel" << std::endl; - exit(-1); - } - - resize(img, img, Size(227, 227)); // SqueezeNet v1.1 predict class by 3x227x227 input image. - Mat inputBlob = blobFromImage(img, 1.0, Size(), Scalar(), false); // Convert Mat to 4-dimensional batch. - //! [Prepare blob] - - //! [Set input blob] - net.setInput(inputBlob); // Set the network input. - //! [Set input blob] - - //! [Enable Halide backend] - net.setPreferableBackend(DNN_BACKEND_HALIDE); // Tell engine to use Halide where it possible. - //! [Enable Halide backend] - - //! [Make forward pass] - Mat prob = net.forward("prob"); // Compute output. - //! [Make forward pass] - - //! [Determine the best class] - int classId; - double classProb; - getMaxClass(prob, &classId, &classProb); // Find the best class. - //! [Determine the best class] - - //! [Print results] - std::vector classNames = readClassNames(); - std::cout << "Best class: #" << classId << " '" << classNames.at(classId) << "'" << std::endl; - std::cout << "Probability: " << classProb * 100 << "%" << std::endl; - //! [Print results] - - return 0; -} //main diff --git a/modules/dnn/samples/ssd_object_detection.cpp b/modules/dnn/samples/ssd_object_detection.cpp deleted file mode 100644 index 016357c4b..000000000 --- a/modules/dnn/samples/ssd_object_detection.cpp +++ /dev/null @@ -1,154 +0,0 @@ -#include -#include -#include -#include -using namespace cv; -using namespace cv::dnn; - -#include -#include -#include -using namespace std; - -const size_t width = 300; -const size_t height = 300; - -Mat getMean(const size_t& imageHeight, const size_t& imageWidth) -{ - Mat mean; - - const int meanValues[3] = {104, 117, 123}; - vector meanChannels; - for(size_t i = 0; i < 3; i++) - { - Mat channel(imageHeight, imageWidth, CV_32F, Scalar(meanValues[i])); - meanChannels.push_back(channel); - } - cv::merge(meanChannels, mean); - return mean; -} - -Mat preprocess(const Mat& frame) -{ - Mat preprocessed; - frame.convertTo(preprocessed, CV_32F); - resize(preprocessed, preprocessed, Size(width, height)); //SSD accepts 300x300 RGB-images - - Mat mean = getMean(width, height); - cv::subtract(preprocessed, mean, preprocessed); - - return preprocessed; -} - -const char* about = "This sample uses Single-Shot Detector " - "(https://arxiv.org/abs/1512.02325)" - "to detect objects on image\n"; // TODO: link - -const char* params - = "{ help | false | print usage }" - "{ proto | | model configuration }" - "{ model | | model weights }" - "{ image | | image for detection }" - "{ min_confidence | 0.5 | min confidence }"; - -int main(int argc, char** argv) -{ - cv::CommandLineParser parser(argc, argv, params); - - if (parser.get("help")) - { - std::cout << about << std::endl; - parser.printMessage(); - return 0; - } - - cv::dnn::initModule(); //Required if OpenCV is built as static libs - - String modelConfiguration = parser.get("proto"); - String modelBinary = parser.get("model"); - - //! [Create the importer of Caffe model] - Ptr importer; - - // Import Caffe SSD model - try - { - importer = dnn::createCaffeImporter(modelConfiguration, modelBinary); - } - catch (const cv::Exception &err) //Importer can throw errors, we will catch them - { - cerr << err.msg << endl; - } - //! [Create the importer of Caffe model] - - if (!importer) - { - cerr << "Can't load network by using the following files: " << endl; - cerr << "prototxt: " << modelConfiguration << endl; - cerr << "caffemodel: " << modelBinary << endl; - cerr << "Models can be downloaded here:" << endl; - cerr << "https://github.com/weiliu89/caffe/tree/ssd#models" << endl; - exit(-1); - } - - //! [Initialize network] - dnn::Net net; - importer->populateNet(net); - importer.release(); //We don't need importer anymore - //! [Initialize network] - - cv::Mat frame = cv::imread(parser.get("image"), -1); - - if (frame.channels() == 4) - cvtColor(frame, frame, COLOR_BGRA2BGR); - //! [Prepare blob] - Mat preprocessedFrame = preprocess(frame); - - Mat inputBlob = blobFromImage(preprocessedFrame); //Convert Mat to batch of images - //! [Prepare blob] - - //! [Set input blob] - net.setInput(inputBlob, "data"); //set the network input - //! [Set input blob] - - //! [Make forward pass] - Mat detection = net.forward("detection_out"); //compute output - //! [Make forward pass] - - Mat detectionMat(detection.size[2], detection.size[3], CV_32F, detection.ptr()); - - float confidenceThreshold = parser.get("min_confidence"); - for(int i = 0; i < detectionMat.rows; i++) - { - float confidence = detectionMat.at(i, 2); - - if(confidence > confidenceThreshold) - { - size_t objectClass = detectionMat.at(i, 1); - - float xLeftBottom = detectionMat.at(i, 3) * frame.cols; - float yLeftBottom = detectionMat.at(i, 4) * frame.rows; - float xRightTop = detectionMat.at(i, 5) * frame.cols; - float yRightTop = detectionMat.at(i, 6) * frame.rows; - - std::cout << "Class: " << objectClass << std::endl; - std::cout << "Confidence: " << confidence << std::endl; - - std::cout << " " << xLeftBottom - << " " << yLeftBottom - << " " << xRightTop - << " " << yRightTop << std::endl; - - Rect object(xLeftBottom, yLeftBottom, - xRightTop - xLeftBottom, - yRightTop - yLeftBottom); - - rectangle(frame, object, Scalar(0, 255, 0)); - } - } - - imshow("detections", frame); - waitKey(); - - return 0; -} // main diff --git a/modules/dnn/samples/synset_words.txt b/modules/dnn/samples/synset_words.txt deleted file mode 100644 index a9e8c7f50..000000000 --- a/modules/dnn/samples/synset_words.txt +++ /dev/null @@ -1,1000 +0,0 @@ -n01440764 tench, Tinca tinca -n01443537 goldfish, Carassius auratus -n01484850 great white shark, white shark, man-eater, man-eating shark, Carcharodon carcharias -n01491361 tiger shark, Galeocerdo cuvieri -n01494475 hammerhead, hammerhead shark -n01496331 electric ray, crampfish, numbfish, torpedo -n01498041 stingray -n01514668 cock -n01514859 hen -n01518878 ostrich, Struthio camelus -n01530575 brambling, Fringilla montifringilla -n01531178 goldfinch, Carduelis carduelis -n01532829 house finch, linnet, Carpodacus mexicanus -n01534433 junco, snowbird -n01537544 indigo bunting, indigo finch, indigo bird, Passerina cyanea -n01558993 robin, American robin, Turdus migratorius -n01560419 bulbul -n01580077 jay -n01582220 magpie -n01592084 chickadee -n01601694 water ouzel, dipper -n01608432 kite -n01614925 bald eagle, American eagle, Haliaeetus leucocephalus -n01616318 vulture -n01622779 great grey owl, great gray owl, Strix nebulosa -n01629819 European fire salamander, Salamandra salamandra -n01630670 common newt, Triturus vulgaris -n01631663 eft -n01632458 spotted salamander, Ambystoma maculatum -n01632777 axolotl, mud puppy, Ambystoma mexicanum -n01641577 bullfrog, Rana catesbeiana -n01644373 tree frog, tree-frog -n01644900 tailed frog, bell toad, ribbed toad, tailed toad, Ascaphus trui -n01664065 loggerhead, loggerhead turtle, Caretta caretta -n01665541 leatherback turtle, leatherback, leathery turtle, Dermochelys coriacea -n01667114 mud turtle -n01667778 terrapin -n01669191 box turtle, box tortoise -n01675722 banded gecko -n01677366 common iguana, iguana, Iguana iguana -n01682714 American chameleon, anole, Anolis carolinensis -n01685808 whiptail, whiptail lizard -n01687978 agama -n01688243 frilled lizard, Chlamydosaurus kingi -n01689811 alligator lizard -n01692333 Gila monster, Heloderma suspectum -n01693334 green lizard, Lacerta viridis -n01694178 African chameleon, Chamaeleo chamaeleon -n01695060 Komodo dragon, Komodo lizard, dragon lizard, giant lizard, Varanus komodoensis -n01697457 African crocodile, Nile crocodile, Crocodylus niloticus -n01698640 American alligator, Alligator mississipiensis -n01704323 triceratops -n01728572 thunder snake, worm snake, Carphophis amoenus -n01728920 ringneck snake, ring-necked snake, ring snake -n01729322 hognose snake, puff adder, sand viper -n01729977 green snake, grass snake -n01734418 king snake, kingsnake -n01735189 garter snake, grass snake -n01737021 water snake -n01739381 vine snake -n01740131 night snake, Hypsiglena torquata -n01742172 boa constrictor, Constrictor constrictor -n01744401 rock python, rock snake, Python sebae -n01748264 Indian cobra, Naja naja -n01749939 green mamba -n01751748 sea snake -n01753488 horned viper, cerastes, sand viper, horned asp, Cerastes cornutus -n01755581 diamondback, diamondback rattlesnake, Crotalus adamanteus -n01756291 sidewinder, horned rattlesnake, Crotalus cerastes -n01768244 trilobite -n01770081 harvestman, daddy longlegs, Phalangium opilio -n01770393 scorpion -n01773157 black and gold garden spider, Argiope aurantia -n01773549 barn spider, Araneus cavaticus -n01773797 garden spider, Aranea diademata -n01774384 black widow, Latrodectus mactans -n01774750 tarantula -n01775062 wolf spider, hunting spider -n01776313 tick -n01784675 centipede -n01795545 black grouse -n01796340 ptarmigan -n01797886 ruffed grouse, partridge, Bonasa umbellus -n01798484 prairie chicken, prairie grouse, prairie fowl -n01806143 peacock -n01806567 quail -n01807496 partridge -n01817953 African grey, African gray, Psittacus erithacus -n01818515 macaw -n01819313 sulphur-crested cockatoo, Kakatoe galerita, Cacatua galerita -n01820546 lorikeet -n01824575 coucal -n01828970 bee eater -n01829413 hornbill -n01833805 hummingbird -n01843065 jacamar -n01843383 toucan -n01847000 drake -n01855032 red-breasted merganser, Mergus serrator -n01855672 goose -n01860187 black swan, Cygnus atratus -n01871265 tusker -n01872401 echidna, spiny anteater, anteater -n01873310 platypus, duckbill, duckbilled platypus, duck-billed platypus, Ornithorhynchus anatinus -n01877812 wallaby, brush kangaroo -n01882714 koala, koala bear, kangaroo bear, native bear, Phascolarctos cinereus -n01883070 wombat -n01910747 jellyfish -n01914609 sea anemone, anemone -n01917289 brain coral -n01924916 flatworm, platyhelminth -n01930112 nematode, nematode worm, roundworm -n01943899 conch -n01944390 snail -n01945685 slug -n01950731 sea slug, nudibranch -n01955084 chiton, coat-of-mail shell, sea cradle, polyplacophore -n01968897 chambered nautilus, pearly nautilus, nautilus -n01978287 Dungeness crab, Cancer magister -n01978455 rock crab, Cancer irroratus -n01980166 fiddler crab -n01981276 king crab, Alaska crab, Alaskan king crab, Alaska king crab, Paralithodes camtschatica -n01983481 American lobster, Northern lobster, Maine lobster, Homarus americanus -n01984695 spiny lobster, langouste, rock lobster, crawfish, crayfish, sea crawfish -n01985128 crayfish, crawfish, crawdad, crawdaddy -n01986214 hermit crab -n01990800 isopod -n02002556 white stork, Ciconia ciconia -n02002724 black stork, Ciconia nigra -n02006656 spoonbill -n02007558 flamingo -n02009229 little blue heron, Egretta caerulea -n02009912 American egret, great white heron, Egretta albus -n02011460 bittern -n02012849 crane -n02013706 limpkin, Aramus pictus -n02017213 European gallinule, Porphyrio porphyrio -n02018207 American coot, marsh hen, mud hen, water hen, Fulica americana -n02018795 bustard -n02025239 ruddy turnstone, Arenaria interpres -n02027492 red-backed sandpiper, dunlin, Erolia alpina -n02028035 redshank, Tringa totanus -n02033041 dowitcher -n02037110 oystercatcher, oyster catcher -n02051845 pelican -n02056570 king penguin, Aptenodytes patagonica -n02058221 albatross, mollymawk -n02066245 grey whale, gray whale, devilfish, Eschrichtius gibbosus, Eschrichtius robustus -n02071294 killer whale, killer, orca, grampus, sea wolf, Orcinus orca -n02074367 dugong, Dugong dugon -n02077923 sea lion -n02085620 Chihuahua -n02085782 Japanese spaniel -n02085936 Maltese dog, Maltese terrier, Maltese -n02086079 Pekinese, Pekingese, Peke -n02086240 Shih-Tzu -n02086646 Blenheim spaniel -n02086910 papillon -n02087046 toy terrier -n02087394 Rhodesian ridgeback -n02088094 Afghan hound, Afghan -n02088238 basset, basset hound -n02088364 beagle -n02088466 bloodhound, sleuthhound -n02088632 bluetick -n02089078 black-and-tan coonhound -n02089867 Walker hound, Walker foxhound -n02089973 English foxhound -n02090379 redbone -n02090622 borzoi, Russian wolfhound -n02090721 Irish wolfhound -n02091032 Italian greyhound -n02091134 whippet -n02091244 Ibizan hound, Ibizan Podenco -n02091467 Norwegian elkhound, elkhound -n02091635 otterhound, otter hound -n02091831 Saluki, gazelle hound -n02092002 Scottish deerhound, deerhound -n02092339 Weimaraner -n02093256 Staffordshire bullterrier, Staffordshire bull terrier -n02093428 American Staffordshire terrier, Staffordshire terrier, American pit bull terrier, pit bull terrier -n02093647 Bedlington terrier -n02093754 Border terrier -n02093859 Kerry blue terrier -n02093991 Irish terrier -n02094114 Norfolk terrier -n02094258 Norwich terrier -n02094433 Yorkshire terrier -n02095314 wire-haired fox terrier -n02095570 Lakeland terrier -n02095889 Sealyham terrier, Sealyham -n02096051 Airedale, Airedale terrier -n02096177 cairn, cairn terrier -n02096294 Australian terrier -n02096437 Dandie Dinmont, Dandie Dinmont terrier -n02096585 Boston bull, Boston terrier -n02097047 miniature schnauzer -n02097130 giant schnauzer -n02097209 standard schnauzer -n02097298 Scotch terrier, Scottish terrier, Scottie -n02097474 Tibetan terrier, chrysanthemum dog -n02097658 silky terrier, Sydney silky -n02098105 soft-coated wheaten terrier -n02098286 West Highland white terrier -n02098413 Lhasa, Lhasa apso -n02099267 flat-coated retriever -n02099429 curly-coated retriever -n02099601 golden retriever -n02099712 Labrador retriever -n02099849 Chesapeake Bay retriever -n02100236 German short-haired pointer -n02100583 vizsla, Hungarian pointer -n02100735 English setter -n02100877 Irish setter, red setter -n02101006 Gordon setter -n02101388 Brittany spaniel -n02101556 clumber, clumber spaniel -n02102040 English springer, English springer spaniel -n02102177 Welsh springer spaniel -n02102318 cocker spaniel, English cocker spaniel, cocker -n02102480 Sussex spaniel -n02102973 Irish water spaniel -n02104029 kuvasz -n02104365 schipperke -n02105056 groenendael -n02105162 malinois -n02105251 briard -n02105412 kelpie -n02105505 komondor -n02105641 Old English sheepdog, bobtail -n02105855 Shetland sheepdog, Shetland sheep dog, Shetland -n02106030 collie -n02106166 Border collie -n02106382 Bouvier des Flandres, Bouviers des Flandres -n02106550 Rottweiler -n02106662 German shepherd, German shepherd dog, German police dog, alsatian -n02107142 Doberman, Doberman pinscher -n02107312 miniature pinscher -n02107574 Greater Swiss Mountain dog -n02107683 Bernese mountain dog -n02107908 Appenzeller -n02108000 EntleBucher -n02108089 boxer -n02108422 bull mastiff -n02108551 Tibetan mastiff -n02108915 French bulldog -n02109047 Great Dane -n02109525 Saint Bernard, St Bernard -n02109961 Eskimo dog, husky -n02110063 malamute, malemute, Alaskan malamute -n02110185 Siberian husky -n02110341 dalmatian, coach dog, carriage dog -n02110627 affenpinscher, monkey pinscher, monkey dog -n02110806 basenji -n02110958 pug, pug-dog -n02111129 Leonberg -n02111277 Newfoundland, Newfoundland dog -n02111500 Great Pyrenees -n02111889 Samoyed, Samoyede -n02112018 Pomeranian -n02112137 chow, chow chow -n02112350 keeshond -n02112706 Brabancon griffon -n02113023 Pembroke, Pembroke Welsh corgi -n02113186 Cardigan, Cardigan Welsh corgi -n02113624 toy poodle -n02113712 miniature poodle -n02113799 standard poodle -n02113978 Mexican hairless -n02114367 timber wolf, grey wolf, gray wolf, Canis lupus -n02114548 white wolf, Arctic wolf, Canis lupus tundrarum -n02114712 red wolf, maned wolf, Canis rufus, Canis niger -n02114855 coyote, prairie wolf, brush wolf, Canis latrans -n02115641 dingo, warrigal, warragal, Canis dingo -n02115913 dhole, Cuon alpinus -n02116738 African hunting dog, hyena dog, Cape hunting dog, Lycaon pictus -n02117135 hyena, hyaena -n02119022 red fox, Vulpes vulpes -n02119789 kit fox, Vulpes macrotis -n02120079 Arctic fox, white fox, Alopex lagopus -n02120505 grey fox, gray fox, Urocyon cinereoargenteus -n02123045 tabby, tabby cat -n02123159 tiger cat -n02123394 Persian cat -n02123597 Siamese cat, Siamese -n02124075 Egyptian cat -n02125311 cougar, puma, catamount, mountain lion, painter, panther, Felis concolor -n02127052 lynx, catamount -n02128385 leopard, Panthera pardus -n02128757 snow leopard, ounce, Panthera uncia -n02128925 jaguar, panther, Panthera onca, Felis onca -n02129165 lion, king of beasts, Panthera leo -n02129604 tiger, Panthera tigris -n02130308 cheetah, chetah, Acinonyx jubatus -n02132136 brown bear, bruin, Ursus arctos -n02133161 American black bear, black bear, Ursus americanus, Euarctos americanus -n02134084 ice bear, polar bear, Ursus Maritimus, Thalarctos maritimus -n02134418 sloth bear, Melursus ursinus, Ursus ursinus -n02137549 mongoose -n02138441 meerkat, mierkat -n02165105 tiger beetle -n02165456 ladybug, ladybeetle, lady beetle, ladybird, ladybird beetle -n02167151 ground beetle, carabid beetle -n02168699 long-horned beetle, longicorn, longicorn beetle -n02169497 leaf beetle, chrysomelid -n02172182 dung beetle -n02174001 rhinoceros beetle -n02177972 weevil -n02190166 fly -n02206856 bee -n02219486 ant, emmet, pismire -n02226429 grasshopper, hopper -n02229544 cricket -n02231487 walking stick, walkingstick, stick insect -n02233338 cockroach, roach -n02236044 mantis, mantid -n02256656 cicada, cicala -n02259212 leafhopper -n02264363 lacewing, lacewing fly -n02268443 dragonfly, darning needle, devil's darning needle, sewing needle, snake feeder, snake doctor, mosquito hawk, skeeter hawk -n02268853 damselfly -n02276258 admiral -n02277742 ringlet, ringlet butterfly -n02279972 monarch, monarch butterfly, milkweed butterfly, Danaus plexippus -n02280649 cabbage butterfly -n02281406 sulphur butterfly, sulfur butterfly -n02281787 lycaenid, lycaenid butterfly -n02317335 starfish, sea star -n02319095 sea urchin -n02321529 sea cucumber, holothurian -n02325366 wood rabbit, cottontail, cottontail rabbit -n02326432 hare -n02328150 Angora, Angora rabbit -n02342885 hamster -n02346627 porcupine, hedgehog -n02356798 fox squirrel, eastern fox squirrel, Sciurus niger -n02361337 marmot -n02363005 beaver -n02364673 guinea pig, Cavia cobaya -n02389026 sorrel -n02391049 zebra -n02395406 hog, pig, grunter, squealer, Sus scrofa -n02396427 wild boar, boar, Sus scrofa -n02397096 warthog -n02398521 hippopotamus, hippo, river horse, Hippopotamus amphibius -n02403003 ox -n02408429 water buffalo, water ox, Asiatic buffalo, Bubalus bubalis -n02410509 bison -n02412080 ram, tup -n02415577 bighorn, bighorn sheep, cimarron, Rocky Mountain bighorn, Rocky Mountain sheep, Ovis canadensis -n02417914 ibex, Capra ibex -n02422106 hartebeest -n02422699 impala, Aepyceros melampus -n02423022 gazelle -n02437312 Arabian camel, dromedary, Camelus dromedarius -n02437616 llama -n02441942 weasel -n02442845 mink -n02443114 polecat, fitch, foulmart, foumart, Mustela putorius -n02443484 black-footed ferret, ferret, Mustela nigripes -n02444819 otter -n02445715 skunk, polecat, wood pussy -n02447366 badger -n02454379 armadillo -n02457408 three-toed sloth, ai, Bradypus tridactylus -n02480495 orangutan, orang, orangutang, Pongo pygmaeus -n02480855 gorilla, Gorilla gorilla -n02481823 chimpanzee, chimp, Pan troglodytes -n02483362 gibbon, Hylobates lar -n02483708 siamang, Hylobates syndactylus, Symphalangus syndactylus -n02484975 guenon, guenon monkey -n02486261 patas, hussar monkey, Erythrocebus patas -n02486410 baboon -n02487347 macaque -n02488291 langur -n02488702 colobus, colobus monkey -n02489166 proboscis monkey, Nasalis larvatus -n02490219 marmoset -n02492035 capuchin, ringtail, Cebus capucinus -n02492660 howler monkey, howler -n02493509 titi, titi monkey -n02493793 spider monkey, Ateles geoffroyi -n02494079 squirrel monkey, Saimiri sciureus -n02497673 Madagascar cat, ring-tailed lemur, Lemur catta -n02500267 indri, indris, Indri indri, Indri brevicaudatus -n02504013 Indian elephant, Elephas maximus -n02504458 African elephant, Loxodonta africana -n02509815 lesser panda, red panda, panda, bear cat, cat bear, Ailurus fulgens -n02510455 giant panda, panda, panda bear, coon bear, Ailuropoda melanoleuca -n02514041 barracouta, snoek -n02526121 eel -n02536864 coho, cohoe, coho salmon, blue jack, silver salmon, Oncorhynchus kisutch -n02606052 rock beauty, Holocanthus tricolor -n02607072 anemone fish -n02640242 sturgeon -n02641379 gar, garfish, garpike, billfish, Lepisosteus osseus -n02643566 lionfish -n02655020 puffer, pufferfish, blowfish, globefish -n02666196 abacus -n02667093 abaya -n02669723 academic gown, academic robe, judge's robe -n02672831 accordion, piano accordion, squeeze box -n02676566 acoustic guitar -n02687172 aircraft carrier, carrier, flattop, attack aircraft carrier -n02690373 airliner -n02692877 airship, dirigible -n02699494 altar -n02701002 ambulance -n02704792 amphibian, amphibious vehicle -n02708093 analog clock -n02727426 apiary, bee house -n02730930 apron -n02747177 ashcan, trash can, garbage can, wastebin, ash bin, ash-bin, ashbin, dustbin, trash barrel, trash bin -n02749479 assault rifle, assault gun -n02769748 backpack, back pack, knapsack, packsack, rucksack, haversack -n02776631 bakery, bakeshop, bakehouse -n02777292 balance beam, beam -n02782093 balloon -n02783161 ballpoint, ballpoint pen, ballpen, Biro -n02786058 Band Aid -n02787622 banjo -n02788148 bannister, banister, balustrade, balusters, handrail -n02790996 barbell -n02791124 barber chair -n02791270 barbershop -n02793495 barn -n02794156 barometer -n02795169 barrel, cask -n02797295 barrow, garden cart, lawn cart, wheelbarrow -n02799071 baseball -n02802426 basketball -n02804414 bassinet -n02804610 bassoon -n02807133 bathing cap, swimming cap -n02808304 bath towel -n02808440 bathtub, bathing tub, bath, tub -n02814533 beach wagon, station wagon, wagon, estate car, beach waggon, station waggon, waggon -n02814860 beacon, lighthouse, beacon light, pharos -n02815834 beaker -n02817516 bearskin, busby, shako -n02823428 beer bottle -n02823750 beer glass -n02825657 bell cote, bell cot -n02834397 bib -n02835271 bicycle-built-for-two, tandem bicycle, tandem -n02837789 bikini, two-piece -n02840245 binder, ring-binder -n02841315 binoculars, field glasses, opera glasses -n02843684 birdhouse -n02859443 boathouse -n02860847 bobsled, bobsleigh, bob -n02865351 bolo tie, bolo, bola tie, bola -n02869837 bonnet, poke bonnet -n02870880 bookcase -n02871525 bookshop, bookstore, bookstall -n02877765 bottlecap -n02879718 bow -n02883205 bow tie, bow-tie, bowtie -n02892201 brass, memorial tablet, plaque -n02892767 brassiere, bra, bandeau -n02894605 breakwater, groin, groyne, mole, bulwark, seawall, jetty -n02895154 breastplate, aegis, egis -n02906734 broom -n02909870 bucket, pail -n02910353 buckle -n02916936 bulletproof vest -n02917067 bullet train, bullet -n02927161 butcher shop, meat market -n02930766 cab, hack, taxi, taxicab -n02939185 caldron, cauldron -n02948072 candle, taper, wax light -n02950826 cannon -n02951358 canoe -n02951585 can opener, tin opener -n02963159 cardigan -n02965783 car mirror -n02966193 carousel, carrousel, merry-go-round, roundabout, whirligig -n02966687 carpenter's kit, tool kit -n02971356 carton -n02974003 car wheel -n02977058 cash machine, cash dispenser, automated teller machine, automatic teller machine, automated teller, automatic teller, ATM -n02978881 cassette -n02979186 cassette player -n02980441 castle -n02981792 catamaran -n02988304 CD player -n02992211 cello, violoncello -n02992529 cellular telephone, cellular phone, cellphone, cell, mobile phone -n02999410 chain -n03000134 chainlink fence -n03000247 chain mail, ring mail, mail, chain armor, chain armour, ring armor, ring armour -n03000684 chain saw, chainsaw -n03014705 chest -n03016953 chiffonier, commode -n03017168 chime, bell, gong -n03018349 china cabinet, china closet -n03026506 Christmas stocking -n03028079 church, church building -n03032252 cinema, movie theater, movie theatre, movie house, picture palace -n03041632 cleaver, meat cleaver, chopper -n03042490 cliff dwelling -n03045698 cloak -n03047690 clog, geta, patten, sabot -n03062245 cocktail shaker -n03063599 coffee mug -n03063689 coffeepot -n03065424 coil, spiral, volute, whorl, helix -n03075370 combination lock -n03085013 computer keyboard, keypad -n03089624 confectionery, confectionary, candy store -n03095699 container ship, containership, container vessel -n03100240 convertible -n03109150 corkscrew, bottle screw -n03110669 cornet, horn, trumpet, trump -n03124043 cowboy boot -n03124170 cowboy hat, ten-gallon hat -n03125729 cradle -n03126707 crane -n03127747 crash helmet -n03127925 crate -n03131574 crib, cot -n03133878 Crock Pot -n03134739 croquet ball -n03141823 crutch -n03146219 cuirass -n03160309 dam, dike, dyke -n03179701 desk -n03180011 desktop computer -n03187595 dial telephone, dial phone -n03188531 diaper, nappy, napkin -n03196217 digital clock -n03197337 digital watch -n03201208 dining table, board -n03207743 dishrag, dishcloth -n03207941 dishwasher, dish washer, dishwashing machine -n03208938 disk brake, disc brake -n03216828 dock, dockage, docking facility -n03218198 dogsled, dog sled, dog sleigh -n03220513 dome -n03223299 doormat, welcome mat -n03240683 drilling platform, offshore rig -n03249569 drum, membranophone, tympan -n03250847 drumstick -n03255030 dumbbell -n03259280 Dutch oven -n03271574 electric fan, blower -n03272010 electric guitar -n03272562 electric locomotive -n03290653 entertainment center -n03291819 envelope -n03297495 espresso maker -n03314780 face powder -n03325584 feather boa, boa -n03337140 file, file cabinet, filing cabinet -n03344393 fireboat -n03345487 fire engine, fire truck -n03347037 fire screen, fireguard -n03355925 flagpole, flagstaff -n03372029 flute, transverse flute -n03376595 folding chair -n03379051 football helmet -n03384352 forklift -n03388043 fountain -n03388183 fountain pen -n03388549 four-poster -n03393912 freight car -n03394916 French horn, horn -n03400231 frying pan, frypan, skillet -n03404251 fur coat -n03417042 garbage truck, dustcart -n03424325 gasmask, respirator, gas helmet -n03425413 gas pump, gasoline pump, petrol pump, island dispenser -n03443371 goblet -n03444034 go-kart -n03445777 golf ball -n03445924 golfcart, golf cart -n03447447 gondola -n03447721 gong, tam-tam -n03450230 gown -n03452741 grand piano, grand -n03457902 greenhouse, nursery, glasshouse -n03459775 grille, radiator grille -n03461385 grocery store, grocery, food market, market -n03467068 guillotine -n03476684 hair slide -n03476991 hair spray -n03478589 half track -n03481172 hammer -n03482405 hamper -n03483316 hand blower, blow dryer, blow drier, hair dryer, hair drier -n03485407 hand-held computer, hand-held microcomputer -n03485794 handkerchief, hankie, hanky, hankey -n03492542 hard disc, hard disk, fixed disk -n03494278 harmonica, mouth organ, harp, mouth harp -n03495258 harp -n03496892 harvester, reaper -n03498962 hatchet -n03527444 holster -n03529860 home theater, home theatre -n03530642 honeycomb -n03532672 hook, claw -n03534580 hoopskirt, crinoline -n03535780 horizontal bar, high bar -n03538406 horse cart, horse-cart -n03544143 hourglass -n03584254 iPod -n03584829 iron, smoothing iron -n03590841 jack-o'-lantern -n03594734 jean, blue jean, denim -n03594945 jeep, landrover -n03595614 jersey, T-shirt, tee shirt -n03598930 jigsaw puzzle -n03599486 jinrikisha, ricksha, rickshaw -n03602883 joystick -n03617480 kimono -n03623198 knee pad -n03627232 knot -n03630383 lab coat, laboratory coat -n03633091 ladle -n03637318 lampshade, lamp shade -n03642806 laptop, laptop computer -n03649909 lawn mower, mower -n03657121 lens cap, lens cover -n03658185 letter opener, paper knife, paperknife -n03661043 library -n03662601 lifeboat -n03666591 lighter, light, igniter, ignitor -n03670208 limousine, limo -n03673027 liner, ocean liner -n03676483 lipstick, lip rouge -n03680355 Loafer -n03690938 lotion -n03691459 loudspeaker, speaker, speaker unit, loudspeaker system, speaker system -n03692522 loupe, jeweler's loupe -n03697007 lumbermill, sawmill -n03706229 magnetic compass -n03709823 mailbag, postbag -n03710193 mailbox, letter box -n03710637 maillot -n03710721 maillot, tank suit -n03717622 manhole cover -n03720891 maraca -n03721384 marimba, xylophone -n03724870 mask -n03729826 matchstick -n03733131 maypole -n03733281 maze, labyrinth -n03733805 measuring cup -n03742115 medicine chest, medicine cabinet -n03743016 megalith, megalithic structure -n03759954 microphone, mike -n03761084 microwave, microwave oven -n03763968 military uniform -n03764736 milk can -n03769881 minibus -n03770439 miniskirt, mini -n03770679 minivan -n03773504 missile -n03775071 mitten -n03775546 mixing bowl -n03776460 mobile home, manufactured home -n03777568 Model T -n03777754 modem -n03781244 monastery -n03782006 monitor -n03785016 moped -n03786901 mortar -n03787032 mortarboard -n03788195 mosque -n03788365 mosquito net -n03791053 motor scooter, scooter -n03792782 mountain bike, all-terrain bike, off-roader -n03792972 mountain tent -n03793489 mouse, computer mouse -n03794056 mousetrap -n03796401 moving van -n03803284 muzzle -n03804744 nail -n03814639 neck brace -n03814906 necklace -n03825788 nipple -n03832673 notebook, notebook computer -n03837869 obelisk -n03838899 oboe, hautboy, hautbois -n03840681 ocarina, sweet potato -n03841143 odometer, hodometer, mileometer, milometer -n03843555 oil filter -n03854065 organ, pipe organ -n03857828 oscilloscope, scope, cathode-ray oscilloscope, CRO -n03866082 overskirt -n03868242 oxcart -n03868863 oxygen mask -n03871628 packet -n03873416 paddle, boat paddle -n03874293 paddlewheel, paddle wheel -n03874599 padlock -n03876231 paintbrush -n03877472 pajama, pyjama, pj's, jammies -n03877845 palace -n03884397 panpipe, pandean pipe, syrinx -n03887697 paper towel -n03888257 parachute, chute -n03888605 parallel bars, bars -n03891251 park bench -n03891332 parking meter -n03895866 passenger car, coach, carriage -n03899768 patio, terrace -n03902125 pay-phone, pay-station -n03903868 pedestal, plinth, footstall -n03908618 pencil box, pencil case -n03908714 pencil sharpener -n03916031 perfume, essence -n03920288 Petri dish -n03924679 photocopier -n03929660 pick, plectrum, plectron -n03929855 pickelhaube -n03930313 picket fence, paling -n03930630 pickup, pickup truck -n03933933 pier -n03935335 piggy bank, penny bank -n03937543 pill bottle -n03938244 pillow -n03942813 ping-pong ball -n03944341 pinwheel -n03947888 pirate, pirate ship -n03950228 pitcher, ewer -n03954731 plane, carpenter's plane, woodworking plane -n03956157 planetarium -n03958227 plastic bag -n03961711 plate rack -n03967562 plow, plough -n03970156 plunger, plumber's helper -n03976467 Polaroid camera, Polaroid Land camera -n03976657 pole -n03977966 police van, police wagon, paddy wagon, patrol wagon, wagon, black Maria -n03980874 poncho -n03982430 pool table, billiard table, snooker table -n03983396 pop bottle, soda bottle -n03991062 pot, flowerpot -n03992509 potter's wheel -n03995372 power drill -n03998194 prayer rug, prayer mat -n04004767 printer -n04005630 prison, prison house -n04008634 projectile, missile -n04009552 projector -n04019541 puck, hockey puck -n04023962 punching bag, punch bag, punching ball, punchball -n04026417 purse -n04033901 quill, quill pen -n04033995 quilt, comforter, comfort, puff -n04037443 racer, race car, racing car -n04039381 racket, racquet -n04040759 radiator -n04041544 radio, wireless -n04044716 radio telescope, radio reflector -n04049303 rain barrel -n04065272 recreational vehicle, RV, R.V. -n04067472 reel -n04069434 reflex camera -n04070727 refrigerator, icebox -n04074963 remote control, remote -n04081281 restaurant, eating house, eating place, eatery -n04086273 revolver, six-gun, six-shooter -n04090263 rifle -n04099969 rocking chair, rocker -n04111531 rotisserie -n04116512 rubber eraser, rubber, pencil eraser -n04118538 rugby ball -n04118776 rule, ruler -n04120489 running shoe -n04125021 safe -n04127249 safety pin -n04131690 saltshaker, salt shaker -n04133789 sandal -n04136333 sarong -n04141076 sax, saxophone -n04141327 scabbard -n04141975 scale, weighing machine -n04146614 school bus -n04147183 schooner -n04149813 scoreboard -n04152593 screen, CRT screen -n04153751 screw -n04154565 screwdriver -n04162706 seat belt, seatbelt -n04179913 sewing machine -n04192698 shield, buckler -n04200800 shoe shop, shoe-shop, shoe store -n04201297 shoji -n04204238 shopping basket -n04204347 shopping cart -n04208210 shovel -n04209133 shower cap -n04209239 shower curtain -n04228054 ski -n04229816 ski mask -n04235860 sleeping bag -n04238763 slide rule, slipstick -n04239074 sliding door -n04243546 slot, one-armed bandit -n04251144 snorkel -n04252077 snowmobile -n04252225 snowplow, snowplough -n04254120 soap dispenser -n04254680 soccer ball -n04254777 sock -n04258138 solar dish, solar collector, solar furnace -n04259630 sombrero -n04263257 soup bowl -n04264628 space bar -n04265275 space heater -n04266014 space shuttle -n04270147 spatula -n04273569 speedboat -n04275548 spider web, spider's web -n04277352 spindle -n04285008 sports car, sport car -n04286575 spotlight, spot -n04296562 stage -n04310018 steam locomotive -n04311004 steel arch bridge -n04311174 steel drum -n04317175 stethoscope -n04325704 stole -n04326547 stone wall -n04328186 stopwatch, stop watch -n04330267 stove -n04332243 strainer -n04335435 streetcar, tram, tramcar, trolley, trolley car -n04336792 stretcher -n04344873 studio couch, day bed -n04346328 stupa, tope -n04347754 submarine, pigboat, sub, U-boat -n04350905 suit, suit of clothes -n04355338 sundial -n04355933 sunglass -n04356056 sunglasses, dark glasses, shades -n04357314 sunscreen, sunblock, sun blocker -n04366367 suspension bridge -n04367480 swab, swob, mop -n04370456 sweatshirt -n04371430 swimming trunks, bathing trunks -n04371774 swing -n04372370 switch, electric switch, electrical switch -n04376876 syringe -n04380533 table lamp -n04389033 tank, army tank, armored combat vehicle, armoured combat vehicle -n04392985 tape player -n04398044 teapot -n04399382 teddy, teddy bear -n04404412 television, television system -n04409515 tennis ball -n04417672 thatch, thatched roof -n04418357 theater curtain, theatre curtain -n04423845 thimble -n04428191 thresher, thrasher, threshing machine -n04429376 throne -n04435653 tile roof -n04442312 toaster -n04443257 tobacco shop, tobacconist shop, tobacconist -n04447861 toilet seat -n04456115 torch -n04458633 totem pole -n04461696 tow truck, tow car, wrecker -n04462240 toyshop -n04465501 tractor -n04467665 trailer truck, tractor trailer, trucking rig, rig, articulated lorry, semi -n04476259 tray -n04479046 trench coat -n04482393 tricycle, trike, velocipede -n04483307 trimaran -n04485082 tripod -n04486054 triumphal arch -n04487081 trolleybus, trolley coach, trackless trolley -n04487394 trombone -n04493381 tub, vat -n04501370 turnstile -n04505470 typewriter keyboard -n04507155 umbrella -n04509417 unicycle, monocycle -n04515003 upright, upright piano -n04517823 vacuum, vacuum cleaner -n04522168 vase -n04523525 vault -n04525038 velvet -n04525305 vending machine -n04532106 vestment -n04532670 viaduct -n04536866 violin, fiddle -n04540053 volleyball -n04542943 waffle iron -n04548280 wall clock -n04548362 wallet, billfold, notecase, pocketbook -n04550184 wardrobe, closet, press -n04552348 warplane, military plane -n04553703 washbasin, handbasin, washbowl, lavabo, wash-hand basin -n04554684 washer, automatic washer, washing machine -n04557648 water bottle -n04560804 water jug -n04562935 water tower -n04579145 whiskey jug -n04579432 whistle -n04584207 wig -n04589890 window screen -n04590129 window shade -n04591157 Windsor tie -n04591713 wine bottle -n04592741 wing -n04596742 wok -n04597913 wooden spoon -n04599235 wool, woolen, woollen -n04604644 worm fence, snake fence, snake-rail fence, Virginia fence -n04606251 wreck -n04612504 yawl -n04613696 yurt -n06359193 web site, website, internet site, site -n06596364 comic book -n06785654 crossword puzzle, crossword -n06794110 street sign -n06874185 traffic light, traffic signal, stoplight -n07248320 book jacket, dust cover, dust jacket, dust wrapper -n07565083 menu -n07579787 plate -n07583066 guacamole -n07584110 consomme -n07590611 hot pot, hotpot -n07613480 trifle -n07614500 ice cream, icecream -n07615774 ice lolly, lolly, lollipop, popsicle -n07684084 French loaf -n07693725 bagel, beigel -n07695742 pretzel -n07697313 cheeseburger -n07697537 hotdog, hot dog, red hot -n07711569 mashed potato -n07714571 head cabbage -n07714990 broccoli -n07715103 cauliflower -n07716358 zucchini, courgette -n07716906 spaghetti squash -n07717410 acorn squash -n07717556 butternut squash -n07718472 cucumber, cuke -n07718747 artichoke, globe artichoke -n07720875 bell pepper -n07730033 cardoon -n07734744 mushroom -n07742313 Granny Smith -n07745940 strawberry -n07747607 orange -n07749582 lemon -n07753113 fig -n07753275 pineapple, ananas -n07753592 banana -n07754684 jackfruit, jak, jack -n07760859 custard apple -n07768694 pomegranate -n07802026 hay -n07831146 carbonara -n07836838 chocolate sauce, chocolate syrup -n07860988 dough -n07871810 meat loaf, meatloaf -n07873807 pizza, pizza pie -n07875152 potpie -n07880968 burrito -n07892512 red wine -n07920052 espresso -n07930864 cup -n07932039 eggnog -n09193705 alp -n09229709 bubble -n09246464 cliff, drop, drop-off -n09256479 coral reef -n09288635 geyser -n09332890 lakeside, lakeshore -n09399592 promontory, headland, head, foreland -n09421951 sandbar, sand bar -n09428293 seashore, coast, seacoast, sea-coast -n09468604 valley, vale -n09472597 volcano -n09835506 ballplayer, baseball player -n10148035 groom, bridegroom -n10565667 scuba diver -n11879895 rapeseed -n11939491 daisy -n12057211 yellow lady's slipper, yellow lady-slipper, Cypripedium calceolus, Cypripedium parviflorum -n12144580 corn -n12267677 acorn -n12620546 hip, rose hip, rosehip -n12768682 buckeye, horse chestnut, conker -n12985857 coral fungus -n12998815 agaric -n13037406 gyromitra -n13040303 stinkhorn, carrion fungus -n13044778 earthstar -n13052670 hen-of-the-woods, hen of the woods, Polyporus frondosus, Grifola frondosa -n13054560 bolete -n13133613 ear, spike, capitulum -n15075141 toilet tissue, toilet paper, bathroom tissue diff --git a/modules/dnn/samples/tf_inception.cpp b/modules/dnn/samples/tf_inception.cpp deleted file mode 100644 index 44af4ce8e..000000000 --- a/modules/dnn/samples/tf_inception.cpp +++ /dev/null @@ -1,173 +0,0 @@ -// This file is part of OpenCV project. -// It is subject to the license terms in the LICENSE file found in the top-level directory -// of this distribution and at http://opencv.org/license.html. - -// Copyright (C) 2016, Intel Corporation, all rights reserved. -// Third party copyrights are property of their respective owners. - -/* -Sample of using OpenCV dnn module with Tensorflow Inception model. -*/ - -#include -#include -#include -using namespace cv; -using namespace cv::dnn; - -#include -#include -#include -using namespace std; - -const String keys = - "{help h || Sample app for loading Inception TensorFlow model. " - "The model and class names list can be downloaded here: " - "https://storage.googleapis.com/download.tensorflow.org/models/inception5h.zip }" - "{model m |tensorflow_inception_graph.pb| path to TensorFlow .pb model file }" - "{image i || path to image file }" - "{i_blob | input | input blob name) }" - "{o_blob | softmax2 | output blob name) }" - "{c_names c | imagenet_comp_graph_label_strings.txt | path to file with classnames for class id }" - "{result r || path to save output blob (optional, binary format, NCHW order) }" - ; - -void getMaxClass(const Mat &probBlob, int *classId, double *classProb); -std::vector readClassNames(const char *filename); - -int main(int argc, char **argv) -{ - cv::CommandLineParser parser(argc, argv, keys); - - if (parser.has("help")) - { - parser.printMessage(); - return 0; - } - - String modelFile = parser.get("model"); - String imageFile = parser.get("image"); - String inBlobName = parser.get("i_blob"); - String outBlobName = parser.get("o_blob"); - - if (!parser.check()) - { - parser.printErrors(); - return 0; - } - - String classNamesFile = parser.get("c_names"); - String resultFile = parser.get("result"); - - //! [Create the importer of TensorFlow model] - Ptr importer; - try //Try to import TensorFlow AlexNet model - { - importer = dnn::createTensorflowImporter(modelFile); - } - catch (const cv::Exception &err) //Importer can throw errors, we will catch them - { - std::cerr << err.msg << std::endl; - } - //! [Create the importer of Caffe model] - - if (!importer) - { - std::cerr << "Can't load network by using the mode file: " << std::endl; - std::cerr << modelFile << std::endl; - exit(-1); - } - - //! [Initialize network] - dnn::Net net; - importer->populateNet(net); - importer.release(); //We don't need importer anymore - //! [Initialize network] - - //! [Prepare blob] - Mat img = imread(imageFile); - if (img.empty()) - { - std::cerr << "Can't read image from the file: " << imageFile << std::endl; - exit(-1); - } - - cv::Size inputImgSize = cv::Size(224, 224); - - if (inputImgSize != img.size()) - resize(img, img, inputImgSize); //Resize image to input size - - Mat inputBlob = blobFromImage(img); //Convert Mat to image batch - //! [Prepare blob] - inputBlob -= 117.0; - //! [Set input blob] - net.setInput(inputBlob, inBlobName); //set the network input - //! [Set input blob] - - cv::TickMeter tm; - tm.start(); - - //! [Make forward pass] - Mat result = net.forward(outBlobName); //compute output - //! [Make forward pass] - - tm.stop(); - - if (!resultFile.empty()) { - CV_Assert(result.isContinuous()); - - ofstream fout(resultFile.c_str(), ios::out | ios::binary); - fout.write((char*)result.data, result.total() * sizeof(float)); - fout.close(); - } - - std::cout << "Output blob shape " << result.size[0] << " x " << result.size[1] << " x " << result.size[2] << " x " << result.size[3] << std::endl; - std::cout << "Inference time, ms: " << tm.getTimeMilli() << std::endl; - - if (!classNamesFile.empty()) { - std::vector classNames = readClassNames(classNamesFile.c_str()); - - int classId; - double classProb; - getMaxClass(result, &classId, &classProb);//find the best class - - //! [Print results] - std::cout << "Best class: #" << classId << " '" << classNames.at(classId) << "'" << std::endl; - std::cout << "Probability: " << classProb * 100 << "%" << std::endl; - } - return 0; -} //main - - -/* Find best class for the blob (i. e. class with maximal probability) */ -void getMaxClass(const Mat &probBlob, int *classId, double *classProb) -{ - Mat probMat = probBlob.reshape(1, 1); //reshape the blob to 1x1000 matrix - Point classNumber; - - minMaxLoc(probMat, NULL, classProb, NULL, &classNumber); - *classId = classNumber.x; -} - -std::vector readClassNames(const char *filename) -{ - std::vector classNames; - - std::ifstream fp(filename); - if (!fp.is_open()) - { - std::cerr << "File with classes labels not found: " << filename << std::endl; - exit(-1); - } - - std::string name; - while (!fp.eof()) - { - std::getline(fp, name); - if (name.length()) - classNames.push_back( name ); - } - - fp.close(); - return classNames; -} diff --git a/modules/dnn/samples/torch_enet.cpp b/modules/dnn/samples/torch_enet.cpp deleted file mode 100644 index 1b46e5a05..000000000 --- a/modules/dnn/samples/torch_enet.cpp +++ /dev/null @@ -1,207 +0,0 @@ -/* -Sample of using OpenCV dnn module with Torch ENet model. -*/ - -#include -#include -#include -using namespace cv; -using namespace cv::dnn; - -#include -#include -#include -#include -using namespace std; - -const String keys = - "{help h || Sample app for loading ENet Torch model. " - "The model and class names list can be downloaded here: " - "https://www.dropbox.com/sh/dywzk3gyb12hpe5/AAD5YkUa8XgMpHs2gCRgmCVCa }" - "{model m || path to Torch .net model file (model_best.net) }" - "{image i || path to image file }" - "{c_names c || path to file with classnames for channels (optional, categories.txt) }" - "{result r || path to save output blob (optional, binary format, NCHW order) }" - "{show s || whether to show all output channels or not}" - "{o_blob || output blob's name. If empty, last blob's name in net is used}" - ; - -static void colorizeSegmentation(const Mat &score, Mat &segm, - Mat &legend, vector &classNames, vector &colors); -static vector readColors(const String &filename, vector& classNames); - -int main(int argc, char **argv) -{ - CommandLineParser parser(argc, argv, keys); - - if (parser.has("help")) - { - parser.printMessage(); - return 0; - } - - String modelFile = parser.get("model"); - String imageFile = parser.get("image"); - - if (!parser.check()) - { - parser.printErrors(); - return 0; - } - - String classNamesFile = parser.get("c_names"); - String resultFile = parser.get("result"); - - //! [Read model and initialize network] - dnn::Net net = dnn::readNetFromTorch(modelFile); - - //! [Prepare blob] - Mat img = imread(imageFile), input; - if (img.empty()) - { - std::cerr << "Can't read image from the file: " << imageFile << std::endl; - exit(-1); - } - - Size origSize = img.size(); - Size inputImgSize = cv::Size(1024, 512); - - if (inputImgSize != origSize) - resize(img, img, inputImgSize); //Resize image to input size - - Mat inputBlob = blobFromImage(img, 1./255); //Convert Mat to image batch - //! [Prepare blob] - - //! [Set input blob] - net.setInput(inputBlob, ""); //set the network input - //! [Set input blob] - - TickMeter tm; - - String oBlob = net.getLayerNames().back(); - if (!parser.get("o_blob").empty()) - { - oBlob = parser.get("o_blob"); - } - - //! [Make forward pass] - Mat result = net.forward(oBlob); - - if (!resultFile.empty()) { - CV_Assert(result.isContinuous()); - - ofstream fout(resultFile.c_str(), ios::out | ios::binary); - fout.write((char*)result.data, result.total() * sizeof(float)); - fout.close(); - } - - std::cout << "Output blob: " << result.size[0] << " x " << result.size[1] << " x " << result.size[2] << " x " << result.size[3] << "\n"; - std::cout << "Inference time, ms: " << tm.getTimeMilli() << std::endl; - - if (parser.has("show")) - { - std::vector classNames; - vector colors; - if(!classNamesFile.empty()) { - colors = readColors(classNamesFile, classNames); - } - Mat segm, legend; - colorizeSegmentation(result, segm, legend, classNames, colors); - - Mat show; - addWeighted(img, 0.1, segm, 0.9, 0.0, show); - - cv::resize(show, show, origSize, 0, 0, cv::INTER_NEAREST); - imshow("Result", show); - if(classNames.size()) - imshow("Legend", legend); - waitKey(); - } - - return 0; -} //main - -static void colorizeSegmentation(const Mat &score, Mat &segm, Mat &legend, vector &classNames, vector &colors) -{ - const int rows = score.size[2]; - const int cols = score.size[3]; - const int chns = score.size[1]; - - cv::Mat maxCl(rows, cols, CV_8UC1); - cv::Mat maxVal(rows, cols, CV_32FC1); - for (int ch = 0; ch < chns; ch++) - { - for (int row = 0; row < rows; row++) - { - const float *ptrScore = score.ptr(0, ch, row); - uchar *ptrMaxCl = maxCl.ptr(row); - float *ptrMaxVal = maxVal.ptr(row); - for (int col = 0; col < cols; col++) - { - if (ptrScore[col] > ptrMaxVal[col]) - { - ptrMaxVal[col] = ptrScore[col]; - ptrMaxCl[col] = ch; - } - } - } - } - - segm.create(rows, cols, CV_8UC3); - for (int row = 0; row < rows; row++) - { - const uchar *ptrMaxCl = maxCl.ptr(row); - cv::Vec3b *ptrSegm = segm.ptr(row); - for (int col = 0; col < cols; col++) - { - ptrSegm[col] = colors[ptrMaxCl[col]]; - } - } - - if (classNames.size() == colors.size()) - { - int blockHeight = 30; - legend.create(blockHeight*classNames.size(), 200, CV_8UC3); - for(int i = 0; i < classNames.size(); i++) - { - cv::Mat block = legend.rowRange(i*blockHeight, (i+1)*blockHeight); - block = colors[i]; - putText(block, classNames[i], Point(0, blockHeight/2), FONT_HERSHEY_SIMPLEX, 0.5, Scalar()); - } - } -} - -static vector readColors(const String &filename, vector& classNames) -{ - vector colors; - classNames.clear(); - - ifstream fp(filename.c_str()); - if (!fp.is_open()) - { - cerr << "File with colors not found: " << filename << endl; - exit(-1); - } - - string line; - while (!fp.eof()) - { - getline(fp, line); - if (line.length()) - { - stringstream ss(line); - - string name; ss >> name; - int temp; - cv::Vec3b color; - ss >> temp; color[0] = temp; - ss >> temp; color[1] = temp; - ss >> temp; color[2] = temp; - classNames.push_back(name); - colors.push_back(color); - } - } - - fp.close(); - return colors; -} diff --git a/modules/dnn/src/caffe/caffe.proto b/modules/dnn/src/caffe/caffe.proto deleted file mode 100644 index 3d23fb48e..000000000 --- a/modules/dnn/src/caffe/caffe.proto +++ /dev/null @@ -1,1581 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -//COPYRIGHT -// -//All contributions by the University of California: -//Copyright (c) 2014, The Regents of the University of California (Regents) -//All rights reserved. -// -//All other contributions: -//Copyright (c) 2014, the respective contributors -//All rights reserved. -// -//Caffe uses a shared copyright model: each contributor holds copyright over -//their contributions to Caffe. The project versioning records all such -//contribution and copyright details. If a contributor wants to further mark -//their specific copyright on a particular contribution, they should indicate -//their copyright solely in the commit message of the change when it is -//committed. -// -//LICENSE -// -//Redistribution and use in source and binary forms, with or without -//modification, are permitted provided that the following conditions are met: -// -//1. Redistributions of source code must retain the above copyright notice, this -// list of conditions and the following disclaimer. -//2. Redistributions in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -//THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND -//ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED -//WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE -//DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR -//ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES -//(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; -//LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND -//ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT -//(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS -//SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. -// -//CONTRIBUTION AGREEMENT -// -//By contributing to the BVLC/caffe repository through pull-request, comment, -//or otherwise, the contributor releases their content to the -//license and copyright terms herein. -// -//M*/ - -syntax = "proto2"; - -package caffe; - -// Specifies the shape (dimensions) of a Blob. -message BlobShape { - repeated int64 dim = 1 [packed = true]; -} - -message BlobProto { - optional BlobShape shape = 7; - repeated float data = 5 [packed = true]; - repeated float diff = 6 [packed = true]; - repeated double double_data = 8 [packed = true]; - repeated double double_diff = 9 [packed = true]; - - // 4D dimensions -- deprecated. Use "shape" instead. - optional int32 num = 1 [default = 0]; - optional int32 channels = 2 [default = 0]; - optional int32 height = 3 [default = 0]; - optional int32 width = 4 [default = 0]; -} - -// The BlobProtoVector is simply a way to pass multiple blobproto instances -// around. -message BlobProtoVector { - repeated BlobProto blobs = 1; -} - -message PermuteParameter { - // The new orders of the axes of data. Notice it should be with - // in the same range as the input data, and it starts from 0. - // Do not provide repeated order. - repeated uint32 order = 1; -} - -// Message that stores parameters used by NormalizeBBoxLayer -message NormalizeBBoxParameter { - optional bool across_spatial = 1 [default = true]; - // Initial value of scale. Default is 1.0 for all - optional FillerParameter scale_filler = 2; - // Whether or not scale parameters are shared across channels. - optional bool channel_shared = 3 [default = true]; - // Epsilon for not dividing by zero while normalizing variance - optional float eps = 4 [default = 1e-10]; -} - -// Message that store parameters used by PriorBoxLayer -message PriorBoxParameter { - // Encode/decode type. - enum CodeType { - CORNER = 1; - CENTER_SIZE = 2; - } - // Minimum box size (in pixels). Required! - optional float min_size = 1; - // Maximum box size (in pixels). Required! - optional float max_size = 2; - // Various of aspect ratios. Duplicate ratios will be ignored. - // If none is provided, we use default ratio 1. - repeated float aspect_ratio = 3; - // If true, will flip each aspect ratio. - // For example, if there is aspect ratio "r", - // we will generate aspect ratio "1.0/r" as well. - optional bool flip = 4 [default = true]; - // If true, will clip the prior so that it is within [0, 1] - optional bool clip = 5 [default = true]; - // Variance for adjusting the prior bboxes. - repeated float variance = 6; - // By default, we calculate img_height, img_width, step_x, step_y based on - // bottom[0] (feat) and bottom[1] (img). Unless these values are explicitely - // provided. - // Explicitly provide the img_size. - optional uint32 img_size = 7; - // Either img_size or img_h/img_w should be specified; not both. - optional uint32 img_h = 8; - optional uint32 img_w = 9; - // Explicitly provide the step size. - optional float step = 10; - // Either step or step_h/step_w should be specified; not both. - optional float step_h = 11; - optional float step_w = 12; - // Offset to the top left corner of each cell. - optional float offset = 13 [default = 0.5]; -} - -// Message that store parameters used by DetectionOutputLayer -message DetectionOutputParameter { - // Number of classes to be predicted. Required! - optional uint32 num_classes = 1; - // If true, bounding box are shared among different classes. - optional bool share_location = 2 [default = true]; - // Background label id. If there is no background class, - // set it as -1. - optional int32 background_label_id = 3 [default = 0]; - // Parameters used for non maximum suppression. - optional NonMaximumSuppressionParameter nms_param = 4; - // Parameters used for saving detection results. - optional SaveOutputParameter save_output_param = 5; - // Type of coding method for bbox. - optional PriorBoxParameter.CodeType code_type = 6 [default = CORNER]; - // If true, variance is encoded in target; otherwise we need to adjust the - // predicted offset accordingly. - optional bool variance_encoded_in_target = 8 [default = false]; - // Number of total bboxes to be kept per image after nms step. - // -1 means keeping all bboxes after nms step. - optional int32 keep_top_k = 7 [default = -1]; - // Only consider detections whose confidences are larger than a threshold. - // If not provided, consider all boxes. - optional float confidence_threshold = 9; -} - -message Datum { - optional int32 channels = 1; - optional int32 height = 2; - optional int32 width = 3; - // the actual image data, in bytes - optional bytes data = 4; - optional int32 label = 5; - // Optionally, the datum could also hold float data. - repeated float float_data = 6; - // If true data contains an encoded image that need to be decoded - optional bool encoded = 7 [default = false]; -} - -message FillerParameter { - // The filler type. - optional string type = 1 [default = 'constant']; - optional float value = 2 [default = 0]; // the value in constant filler - optional float min = 3 [default = 0]; // the min value in uniform filler - optional float max = 4 [default = 1]; // the max value in uniform filler - optional float mean = 5 [default = 0]; // the mean value in Gaussian filler - optional float std = 6 [default = 1]; // the std value in Gaussian filler - // The expected number of non-zero output weights for a given input in - // Gaussian filler -- the default -1 means don't perform sparsification. - optional int32 sparse = 7 [default = -1]; - // Normalize the filler variance by fan_in, fan_out, or their average. - // Applies to 'xavier' and 'msra' fillers. - enum VarianceNorm { - FAN_IN = 0; - FAN_OUT = 1; - AVERAGE = 2; - } - optional VarianceNorm variance_norm = 8 [default = FAN_IN]; -} - -message NetParameter { - optional string name = 1; // consider giving the network a name - // DEPRECATED. See InputParameter. The input blobs to the network. - repeated string input = 3; - // DEPRECATED. See InputParameter. The shape of the input blobs. - repeated BlobShape input_shape = 8; - - // 4D input dimensions -- deprecated. Use "input_shape" instead. - // If specified, for each input blob there should be four - // values specifying the num, channels, height and width of the input blob. - // Thus, there should be a total of (4 * #input) numbers. - repeated int32 input_dim = 4; - - // Whether the network will force every layer to carry out backward operation. - // If set False, then whether to carry out backward is determined - // automatically according to the net structure and learning rates. - optional bool force_backward = 5 [default = false]; - // The current "state" of the network, including the phase, level, and stage. - // Some layers may be included/excluded depending on this state and the states - // specified in the layers' include and exclude fields. - optional NetState state = 6; - - // Print debugging information about results while running Net::Forward, - // Net::Backward, and Net::Update. - optional bool debug_info = 7 [default = false]; - - // The layers that make up the net. Each of their configurations, including - // connectivity and behavior, is specified as a LayerParameter. - repeated LayerParameter layer = 100; // ID 100 so layers are printed last. - - // DEPRECATED: use 'layer' instead. - repeated V1LayerParameter layers = 2; -} - -// NOTE -// Update the next available ID when you add a new SolverParameter field. -// -// SolverParameter next available ID: 41 (last added: type) -message SolverParameter { - ////////////////////////////////////////////////////////////////////////////// - // Specifying the train and test networks - // - // Exactly one train net must be specified using one of the following fields: - // train_net_param, train_net, net_param, net - // One or more test nets may be specified using any of the following fields: - // test_net_param, test_net, net_param, net - // If more than one test net field is specified (e.g., both net and - // test_net are specified), they will be evaluated in the field order given - // above: (1) test_net_param, (2) test_net, (3) net_param/net. - // A test_iter must be specified for each test_net. - // A test_level and/or a test_stage may also be specified for each test_net. - ////////////////////////////////////////////////////////////////////////////// - - // Proto filename for the train net, possibly combined with one or more - // test nets. - optional string net = 24; - // Inline train net param, possibly combined with one or more test nets. - optional NetParameter net_param = 25; - - optional string train_net = 1; // Proto filename for the train net. - repeated string test_net = 2; // Proto filenames for the test nets. - optional NetParameter train_net_param = 21; // Inline train net params. - repeated NetParameter test_net_param = 22; // Inline test net params. - - // The states for the train/test nets. Must be unspecified or - // specified once per net. - // - // By default, all states will have solver = true; - // train_state will have phase = TRAIN, - // and all test_state's will have phase = TEST. - // Other defaults are set according to the NetState defaults. - optional NetState train_state = 26; - repeated NetState test_state = 27; - - // The number of iterations for each test net. - repeated int32 test_iter = 3; - - // The number of iterations between two testing phases. - optional int32 test_interval = 4 [default = 0]; - optional bool test_compute_loss = 19 [default = false]; - // If true, run an initial test pass before the first iteration, - // ensuring memory availability and printing the starting value of the loss. - optional bool test_initialization = 32 [default = true]; - optional float base_lr = 5; // The base learning rate - // the number of iterations between displaying info. If display = 0, no info - // will be displayed. - optional int32 display = 6; - // Display the loss averaged over the last average_loss iterations - optional int32 average_loss = 33 [default = 1]; - optional int32 max_iter = 7; // the maximum number of iterations - // accumulate gradients over `iter_size` x `batch_size` instances - optional int32 iter_size = 36 [default = 1]; - - // The learning rate decay policy. The currently implemented learning rate - // policies are as follows: - // - fixed: always return base_lr. - // - step: return base_lr * gamma ^ (floor(iter / step)) - // - exp: return base_lr * gamma ^ iter - // - inv: return base_lr * (1 + gamma * iter) ^ (- power) - // - multistep: similar to step but it allows non uniform steps defined by - // stepvalue - // - poly: the effective learning rate follows a polynomial decay, to be - // zero by the max_iter. return base_lr (1 - iter/max_iter) ^ (power) - // - sigmoid: the effective learning rate follows a sigmod decay - // return base_lr ( 1/(1 + exp(-gamma * (iter - stepsize)))) - // - // where base_lr, max_iter, gamma, step, stepvalue and power are defined - // in the solver parameter protocol buffer, and iter is the current iteration. - optional string lr_policy = 8; - optional float gamma = 9; // The parameter to compute the learning rate. - optional float power = 10; // The parameter to compute the learning rate. - optional float momentum = 11; // The momentum value. - optional float weight_decay = 12; // The weight decay. - // regularization types supported: L1 and L2 - // controlled by weight_decay - optional string regularization_type = 29 [default = "L2"]; - // the stepsize for learning rate policy "step" - optional int32 stepsize = 13; - // the stepsize for learning rate policy "multistep" - repeated int32 stepvalue = 34; - - // Set clip_gradients to >= 0 to clip parameter gradients to that L2 norm, - // whenever their actual L2 norm is larger. - optional float clip_gradients = 35 [default = -1]; - - optional int32 snapshot = 14 [default = 0]; // The snapshot interval - optional string snapshot_prefix = 15; // The prefix for the snapshot. - // whether to snapshot diff in the results or not. Snapshotting diff will help - // debugging but the final protocol buffer size will be much larger. - optional bool snapshot_diff = 16 [default = false]; - enum SnapshotFormat { - HDF5 = 0; - BINARYPROTO = 1; - } - optional SnapshotFormat snapshot_format = 37 [default = BINARYPROTO]; - // the mode solver will use: 0 for CPU and 1 for GPU. Use GPU in default. - enum SolverMode { - CPU = 0; - GPU = 1; - } - optional SolverMode solver_mode = 17 [default = GPU]; - // the device_id will that be used in GPU mode. Use device_id = 0 in default. - optional int32 device_id = 18 [default = 0]; - // If non-negative, the seed with which the Solver will initialize the Caffe - // random number generator -- useful for reproducible results. Otherwise, - // (and by default) initialize using a seed derived from the system clock. - optional int64 random_seed = 20 [default = -1]; - - // type of the solver - optional string type = 40 [default = "SGD"]; - - // numerical stability for RMSProp, AdaGrad and AdaDelta and Adam - optional float delta = 31 [default = 1e-8]; - // parameters for the Adam solver - optional float momentum2 = 39 [default = 0.999]; - - // RMSProp decay value - // MeanSquare(t) = rms_decay*MeanSquare(t-1) + (1-rms_decay)*SquareGradient(t) - optional float rms_decay = 38 [default = 0.99]; - - // If true, print information about the state of the net that may help with - // debugging learning problems. - optional bool debug_info = 23 [default = false]; - - // If false, don't save a snapshot after training finishes. - optional bool snapshot_after_train = 28 [default = true]; - - // DEPRECATED: old solver enum types, use string instead - enum SolverType { - SGD = 0; - NESTEROV = 1; - ADAGRAD = 2; - RMSPROP = 3; - ADADELTA = 4; - ADAM = 5; - } - // DEPRECATED: use type instead of solver_type - optional SolverType solver_type = 30 [default = SGD]; -} - -// A message that stores the solver snapshots -message SolverState { - optional int32 iter = 1; // The current iteration - optional string learned_net = 2; // The file that stores the learned net. - repeated BlobProto history = 3; // The history for sgd solvers - optional int32 current_step = 4 [default = 0]; // The current step for learning rate -} - -enum Phase { - TRAIN = 0; - TEST = 1; -} - -message NetState { - optional Phase phase = 1 [default = TEST]; - optional int32 level = 2 [default = 0]; - repeated string stage = 3; -} - -message NetStateRule { - // Set phase to require the NetState have a particular phase (TRAIN or TEST) - // to meet this rule. - optional Phase phase = 1; - - // Set the minimum and/or maximum levels in which the layer should be used. - // Leave undefined to meet the rule regardless of level. - optional int32 min_level = 2; - optional int32 max_level = 3; - - // Customizable sets of stages to include or exclude. - // The net must have ALL of the specified stages and NONE of the specified - // "not_stage"s to meet the rule. - // (Use multiple NetStateRules to specify conjunctions of stages.) - repeated string stage = 4; - repeated string not_stage = 5; -} - -// Specifies training parameters (multipliers on global learning constants, -// and the name and other settings used for weight sharing). -message ParamSpec { - // The names of the parameter blobs -- useful for sharing parameters among - // layers, but never required otherwise. To share a parameter between two - // layers, give it a (non-empty) name. - optional string name = 1; - - // Whether to require shared weights to have the same shape, or just the same - // count -- defaults to STRICT if unspecified. - optional DimCheckMode share_mode = 2; - enum DimCheckMode { - // STRICT (default) requires that num, channels, height, width each match. - STRICT = 0; - // PERMISSIVE requires only the count (num*channels*height*width) to match. - PERMISSIVE = 1; - } - - // The multiplier on the global learning rate for this parameter. - optional float lr_mult = 3 [default = 1.0]; - - // The multiplier on the global weight decay for this parameter. - optional float decay_mult = 4 [default = 1.0]; -} - -// NOTE -// Update the next available ID when you add a new LayerParameter field. -// -// LayerParameter next available layer-specific ID: 147 (last added: recurrent_param) -message LayerParameter { - optional string name = 1; // the layer name - optional string type = 2; // the layer type - repeated string bottom = 3; // the name of each bottom blob - repeated string top = 4; // the name of each top blob - - // The train / test phase for computation. - optional Phase phase = 10; - - // The amount of weight to assign each top blob in the objective. - // Each layer assigns a default value, usually of either 0 or 1, - // to each top blob. - repeated float loss_weight = 5; - - // Specifies training parameters (multipliers on global learning constants, - // and the name and other settings used for weight sharing). - repeated ParamSpec param = 6; - - // The blobs containing the numeric parameters of the layer. - repeated BlobProto blobs = 7; - - // Specifies whether to backpropagate to each bottom. If unspecified, - // Caffe will automatically infer whether each input needs backpropagation - // to compute parameter gradients. If set to true for some inputs, - // backpropagation to those inputs is forced; if set false for some inputs, - // backpropagation to those inputs is skipped. - // - // The size must be either 0 or equal to the number of bottoms. - repeated bool propagate_down = 11; - - // Rules controlling whether and when a layer is included in the network, - // based on the current NetState. You may specify a non-zero number of rules - // to include OR exclude, but not both. If no include or exclude rules are - // specified, the layer is always included. If the current NetState meets - // ANY (i.e., one or more) of the specified rules, the layer is - // included/excluded. - repeated NetStateRule include = 8; - repeated NetStateRule exclude = 9; - - // Parameters for data pre-processing. - optional TransformationParameter transform_param = 100; - - // Parameters shared by loss layers. - optional LossParameter loss_param = 101; - - // Layer type-specific parameters. - // - // Note: certain layers may have more than one computational engine - // for their implementation. These layers include an Engine type and - // engine parameter for selecting the implementation. - // The default for the engine is set by the ENGINE switch at compile-time. - optional AccuracyParameter accuracy_param = 102; - optional ArgMaxParameter argmax_param = 103; - optional BatchNormParameter batch_norm_param = 139; - optional BiasParameter bias_param = 141; - optional ConcatParameter concat_param = 104; - optional ContrastiveLossParameter contrastive_loss_param = 105; - optional ConvolutionParameter convolution_param = 106; - optional CropParameter crop_param = 144; - optional DataParameter data_param = 107; - optional DetectionOutputParameter detection_output_param = 147; - optional DropoutParameter dropout_param = 108; - optional DummyDataParameter dummy_data_param = 109; - optional EltwiseParameter eltwise_param = 110; - optional ELUParameter elu_param = 140; - optional EmbedParameter embed_param = 137; - optional ExpParameter exp_param = 111; - optional FlattenParameter flatten_param = 135; - optional HDF5DataParameter hdf5_data_param = 112; - optional HDF5OutputParameter hdf5_output_param = 113; - optional HingeLossParameter hinge_loss_param = 114; - optional ImageDataParameter image_data_param = 115; - optional InfogainLossParameter infogain_loss_param = 116; - optional InnerProductParameter inner_product_param = 117; - optional InputParameter input_param = 143; - optional LogParameter log_param = 134; - optional LRNParameter lrn_param = 118; - optional MemoryDataParameter memory_data_param = 119; - optional MVNParameter mvn_param = 120; - optional NormalizeBBoxParameter norm_param = 149; - optional PermuteParameter permute_param = 148; - optional ParameterParameter parameter_param = 145; - optional PoolingParameter pooling_param = 121; - optional PowerParameter power_param = 122; - optional PReLUParameter prelu_param = 131; - optional PriorBoxParameter prior_box_param = 150; - optional PythonParameter python_param = 130; - optional RecurrentParameter recurrent_param = 146; - optional ReductionParameter reduction_param = 136; - optional ReLUParameter relu_param = 123; - optional ReshapeParameter reshape_param = 133; - optional ScaleParameter scale_param = 142; - optional SigmoidParameter sigmoid_param = 124; - optional SoftmaxParameter softmax_param = 125; - optional SPPParameter spp_param = 132; - optional SliceParameter slice_param = 126; - optional TanHParameter tanh_param = 127; - optional ThresholdParameter threshold_param = 128; - optional TileParameter tile_param = 138; - optional WindowDataParameter window_data_param = 129; -} - -// Message that stores parameters used to apply transformation -// to the data layer's data -message TransformationParameter { - // For data pre-processing, we can do simple scaling and subtracting the - // data mean, if provided. Note that the mean subtraction is always carried - // out before scaling. - optional float scale = 1 [default = 1]; - // Specify if we want to randomly mirror data. - optional bool mirror = 2 [default = false]; - // Specify if we would like to randomly crop an image. - optional uint32 crop_size = 3 [default = 0]; - // mean_file and mean_value cannot be specified at the same time - optional string mean_file = 4; - // if specified can be repeated once (would subtract it from all the channels) - // or can be repeated the same number of times as channels - // (would subtract them from the corresponding channel) - repeated float mean_value = 5; - // Force the decoded image to have 3 color channels. - optional bool force_color = 6 [default = false]; - // Force the decoded image to have 1 color channels. - optional bool force_gray = 7 [default = false]; -} - -// Message that stores parameters shared by loss layers -message LossParameter { - // If specified, ignore instances with the given label. - optional int32 ignore_label = 1; - // How to normalize the loss for loss layers that aggregate across batches, - // spatial dimensions, or other dimensions. Currently only implemented in - // SoftmaxWithLoss and SigmoidCrossEntropyLoss layers. - enum NormalizationMode { - // Divide by the number of examples in the batch times spatial dimensions. - // Outputs that receive the ignore label will NOT be ignored in computing - // the normalization factor. - FULL = 0; - // Divide by the total number of output locations that do not take the - // ignore_label. If ignore_label is not set, this behaves like FULL. - VALID = 1; - // Divide by the batch size. - BATCH_SIZE = 2; - // Do not normalize the loss. - NONE = 3; - } - // For historical reasons, the default normalization for - // SigmoidCrossEntropyLoss is BATCH_SIZE and *not* VALID. - optional NormalizationMode normalization = 3 [default = VALID]; - // Deprecated. Ignored if normalization is specified. If normalization - // is not specified, then setting this to false will be equivalent to - // normalization = BATCH_SIZE to be consistent with previous behavior. - optional bool normalize = 2; -} - -// Messages that store parameters used by individual layer types follow, in -// alphabetical order. - -message AccuracyParameter { - // When computing accuracy, count as correct by comparing the true label to - // the top k scoring classes. By default, only compare to the top scoring - // class (i.e. argmax). - optional uint32 top_k = 1 [default = 1]; - - // The "label" axis of the prediction blob, whose argmax corresponds to the - // predicted label -- may be negative to index from the end (e.g., -1 for the - // last axis). For example, if axis == 1 and the predictions are - // (N x C x H x W), the label blob is expected to contain N*H*W ground truth - // labels with integer values in {0, 1, ..., C-1}. - optional int32 axis = 2 [default = 1]; - - // If specified, ignore instances with the given label. - optional int32 ignore_label = 3; -} - -message ArgMaxParameter { - // If true produce pairs (argmax, maxval) - optional bool out_max_val = 1 [default = false]; - optional uint32 top_k = 2 [default = 1]; - // The axis along which to maximise -- may be negative to index from the - // end (e.g., -1 for the last axis). - // By default ArgMaxLayer maximizes over the flattened trailing dimensions - // for each index of the first / num dimension. - optional int32 axis = 3; -} - -message ConcatParameter { - // The axis along which to concatenate -- may be negative to index from the - // end (e.g., -1 for the last axis). Other axes must have the - // same dimension for all the bottom blobs. - // By default, ConcatLayer concatenates blobs along the "channels" axis (1). - optional int32 axis = 2 [default = 1]; - - // DEPRECATED: alias for "axis" -- does not support negative indexing. - optional uint32 concat_dim = 1 [default = 1]; -} - -message BatchNormParameter { - // If false, accumulate global mean/variance values via a moving average. If - // true, use those accumulated values instead of computing mean/variance - // across the batch. - optional bool use_global_stats = 1; - // How much does the moving average decay each iteration? - optional float moving_average_fraction = 2 [default = .999]; - // Small value to add to the variance estimate so that we don't divide by - // zero. - optional float eps = 3 [default = 1e-5]; -} - -message BiasParameter { - // The first axis of bottom[0] (the first input Blob) along which to apply - // bottom[1] (the second input Blob). May be negative to index from the end - // (e.g., -1 for the last axis). - // - // For example, if bottom[0] is 4D with shape 100x3x40x60, the output - // top[0] will have the same shape, and bottom[1] may have any of the - // following shapes (for the given value of axis): - // (axis == 0 == -4) 100; 100x3; 100x3x40; 100x3x40x60 - // (axis == 1 == -3) 3; 3x40; 3x40x60 - // (axis == 2 == -2) 40; 40x60 - // (axis == 3 == -1) 60 - // Furthermore, bottom[1] may have the empty shape (regardless of the value of - // "axis") -- a scalar bias. - optional int32 axis = 1 [default = 1]; - - // (num_axes is ignored unless just one bottom is given and the bias is - // a learned parameter of the layer. Otherwise, num_axes is determined by the - // number of axes by the second bottom.) - // The number of axes of the input (bottom[0]) covered by the bias - // parameter, or -1 to cover all axes of bottom[0] starting from `axis`. - // Set num_axes := 0, to add a zero-axis Blob: a scalar. - optional int32 num_axes = 2 [default = 1]; - - // (filler is ignored unless just one bottom is given and the bias is - // a learned parameter of the layer.) - // The initialization for the learned bias parameter. - // Default is the zero (0) initialization, resulting in the BiasLayer - // initially performing the identity operation. - optional FillerParameter filler = 3; -} - -message ContrastiveLossParameter { - // margin for dissimilar pair - optional float margin = 1 [default = 1.0]; - // The first implementation of this cost did not exactly match the cost of - // Hadsell et al 2006 -- using (margin - d^2) instead of (margin - d)^2. - // legacy_version = false (the default) uses (margin - d)^2 as proposed in the - // Hadsell paper. New models should probably use this version. - // legacy_version = true uses (margin - d^2). This is kept to support / - // reproduce existing models and results - optional bool legacy_version = 2 [default = false]; -} - -message ConvolutionParameter { - optional uint32 num_output = 1; // The number of outputs for the layer - optional bool bias_term = 2 [default = true]; // whether to have bias terms - - // Pad, kernel size, and stride are all given as a single value for equal - // dimensions in all spatial dimensions, or once per spatial dimension. - repeated uint32 pad = 3; // The padding size; defaults to 0 - repeated uint32 kernel_size = 4; // The kernel size - repeated uint32 stride = 6; // The stride; defaults to 1 - // Factor used to dilate the kernel, (implicitly) zero-filling the resulting - // holes. (Kernel dilation is sometimes referred to by its use in the - // algorithme à trous from Holschneider et al. 1987.) - repeated uint32 dilation = 18; // The dilation; defaults to 1 - - // For 2D convolution only, the *_h and *_w versions may also be used to - // specify both spatial dimensions. - optional uint32 pad_h = 9 [default = 0]; // The padding height (2D only) - optional uint32 pad_w = 10 [default = 0]; // The padding width (2D only) - optional uint32 kernel_h = 11; // The kernel height (2D only) - optional uint32 kernel_w = 12; // The kernel width (2D only) - optional uint32 stride_h = 13; // The stride height (2D only) - optional uint32 stride_w = 14; // The stride width (2D only) - - optional uint32 group = 5 [default = 1]; // The group size for group conv - - optional FillerParameter weight_filler = 7; // The filler for the weight - optional FillerParameter bias_filler = 8; // The filler for the bias - enum Engine { - DEFAULT = 0; - CAFFE = 1; - CUDNN = 2; - } - optional Engine engine = 15 [default = DEFAULT]; - - // The axis to interpret as "channels" when performing convolution. - // Preceding dimensions are treated as independent inputs; - // succeeding dimensions are treated as "spatial". - // With (N, C, H, W) inputs, and axis == 1 (the default), we perform - // N independent 2D convolutions, sliding C-channel (or (C/g)-channels, for - // groups g>1) filters across the spatial axes (H, W) of the input. - // With (N, C, D, H, W) inputs, and axis == 1, we perform - // N independent 3D convolutions, sliding (C/g)-channels - // filters across the spatial axes (D, H, W) of the input. - optional int32 axis = 16 [default = 1]; - - // Whether to force use of the general ND convolution, even if a specific - // implementation for blobs of the appropriate number of spatial dimensions - // is available. (Currently, there is only a 2D-specific convolution - // implementation; for input blobs with num_axes != 2, this option is - // ignored and the ND implementation will be used.) - optional bool force_nd_im2col = 17 [default = false]; -} - -message CropParameter { - // To crop, elements of the first bottom are selected to fit the dimensions - // of the second, reference bottom. The crop is configured by - // - the crop `axis` to pick the dimensions for cropping - // - the crop `offset` to set the shift for all/each dimension - // to align the cropped bottom with the reference bottom. - // All dimensions up to but excluding `axis` are preserved, while - // the dimensions including and trailing `axis` are cropped. - // If only one `offset` is set, then all dimensions are offset by this amount. - // Otherwise, the number of offsets must equal the number of cropped axes to - // shift the crop in each dimension accordingly. - // Note: standard dimensions are N,C,H,W so the default is a spatial crop, - // and `axis` may be negative to index from the end (e.g., -1 for the last - // axis). - optional int32 axis = 1 [default = 2]; - repeated uint32 offset = 2; -} - -message DataParameter { - enum DB { - LEVELDB = 0; - LMDB = 1; - } - // Specify the data source. - optional string source = 1; - // Specify the batch size. - optional uint32 batch_size = 4; - // The rand_skip variable is for the data layer to skip a few data points - // to avoid all asynchronous sgd clients to start at the same point. The skip - // point would be set as rand_skip * rand(0,1). Note that rand_skip should not - // be larger than the number of keys in the database. - // DEPRECATED. Each solver accesses a different subset of the database. - optional uint32 rand_skip = 7 [default = 0]; - optional DB backend = 8 [default = LEVELDB]; - // DEPRECATED. See TransformationParameter. For data pre-processing, we can do - // simple scaling and subtracting the data mean, if provided. Note that the - // mean subtraction is always carried out before scaling. - optional float scale = 2 [default = 1]; - optional string mean_file = 3; - // DEPRECATED. See TransformationParameter. Specify if we would like to randomly - // crop an image. - optional uint32 crop_size = 5 [default = 0]; - // DEPRECATED. See TransformationParameter. Specify if we want to randomly mirror - // data. - optional bool mirror = 6 [default = false]; - // Force the encoded image to have 3 color channels - optional bool force_encoded_color = 9 [default = false]; - // Prefetch queue (Number of batches to prefetch to host memory, increase if - // data access bandwidth varies). - optional uint32 prefetch = 10 [default = 4]; -} - -message NonMaximumSuppressionParameter { - // Threshold to be used in nms. - optional float nms_threshold = 1 [default = 0.3]; - // Maximum number of results to be kept. - optional int32 top_k = 2; - // Parameter for adaptive nms. - optional float eta = 3 [default = 1.0]; -} - -message SaveOutputParameter { - // Output directory. If not empty, we will save the results. - optional string output_directory = 1; - // Output name prefix. - optional string output_name_prefix = 2; - // Output format. - // VOC - PASCAL VOC output format. - // COCO - MS COCO output format. - optional string output_format = 3; - // If you want to output results, must also provide the following two files. - // Otherwise, we will ignore saving results. - // label map file. - optional string label_map_file = 4; - // A file which contains a list of names and sizes with same order - // of the input DB. The file is in the following format: - // name height width - // ... - optional string name_size_file = 5; - // Number of test images. It can be less than the lines specified in - // name_size_file. For example, when we only want to evaluate on part - // of the test images. - optional uint32 num_test_image = 6; -} - -message DropoutParameter { - optional float dropout_ratio = 1 [default = 0.5]; // dropout ratio -} - -// DummyDataLayer fills any number of arbitrarily shaped blobs with random -// (or constant) data generated by "Fillers" (see "message FillerParameter"). -message DummyDataParameter { - // This layer produces N >= 1 top blobs. DummyDataParameter must specify 1 or N - // shape fields, and 0, 1 or N data_fillers. - // - // If 0 data_fillers are specified, ConstantFiller with a value of 0 is used. - // If 1 data_filler is specified, it is applied to all top blobs. If N are - // specified, the ith is applied to the ith top blob. - repeated FillerParameter data_filler = 1; - repeated BlobShape shape = 6; - - // 4D dimensions -- deprecated. Use "shape" instead. - repeated uint32 num = 2; - repeated uint32 channels = 3; - repeated uint32 height = 4; - repeated uint32 width = 5; -} - -message EltwiseParameter { - enum EltwiseOp { - PROD = 0; - SUM = 1; - MAX = 2; - } - optional EltwiseOp operation = 1 [default = SUM]; // element-wise operation - repeated float coeff = 2; // blob-wise coefficient for SUM operation - - // Whether to use an asymptotically slower (for >2 inputs) but stabler method - // of computing the gradient for the PROD operation. (No effect for SUM op.) - optional bool stable_prod_grad = 3 [default = true]; -} - -// Message that stores parameters used by ELULayer -message ELUParameter { - // Described in: - // Clevert, D.-A., Unterthiner, T., & Hochreiter, S. (2015). Fast and Accurate - // Deep Network Learning by Exponential Linear Units (ELUs). arXiv - optional float alpha = 1 [default = 1]; -} - -// Message that stores parameters used by EmbedLayer -message EmbedParameter { - optional uint32 num_output = 1; // The number of outputs for the layer - // The input is given as integers to be interpreted as one-hot - // vector indices with dimension num_input. Hence num_input should be - // 1 greater than the maximum possible input value. - optional uint32 input_dim = 2; - - optional bool bias_term = 3 [default = true]; // Whether to use a bias term - optional FillerParameter weight_filler = 4; // The filler for the weight - optional FillerParameter bias_filler = 5; // The filler for the bias - -} - -// Message that stores parameters used by ExpLayer -message ExpParameter { - // ExpLayer computes outputs y = base ^ (shift + scale * x), for base > 0. - // Or if base is set to the default (-1), base is set to e, - // so y = exp(shift + scale * x). - optional float base = 1 [default = -1.0]; - optional float scale = 2 [default = 1.0]; - optional float shift = 3 [default = 0.0]; -} - -/// Message that stores parameters used by FlattenLayer -message FlattenParameter { - // The first axis to flatten: all preceding axes are retained in the output. - // May be negative to index from the end (e.g., -1 for the last axis). - optional int32 axis = 1 [default = 1]; - - // The last axis to flatten: all following axes are retained in the output. - // May be negative to index from the end (e.g., the default -1 for the last - // axis). - optional int32 end_axis = 2 [default = -1]; -} - -// Message that stores parameters used by HDF5DataLayer -message HDF5DataParameter { - // Specify the data source. - optional string source = 1; - // Specify the batch size. - optional uint32 batch_size = 2; - - // Specify whether to shuffle the data. - // If shuffle == true, the ordering of the HDF5 files is shuffled, - // and the ordering of data within any given HDF5 file is shuffled, - // but data between different files are not interleaved; all of a file's - // data are output (in a random order) before moving onto another file. - optional bool shuffle = 3 [default = false]; -} - -message HDF5OutputParameter { - optional string file_name = 1; -} - -message HingeLossParameter { - enum Norm { - L1 = 1; - L2 = 2; - } - // Specify the Norm to use L1 or L2 - optional Norm norm = 1 [default = L1]; -} - -message ImageDataParameter { - // Specify the data source. - optional string source = 1; - // Specify the batch size. - optional uint32 batch_size = 4 [default = 1]; - // The rand_skip variable is for the data layer to skip a few data points - // to avoid all asynchronous sgd clients to start at the same point. The skip - // point would be set as rand_skip * rand(0,1). Note that rand_skip should not - // be larger than the number of keys in the database. - optional uint32 rand_skip = 7 [default = 0]; - // Whether or not ImageLayer should shuffle the list of files at every epoch. - optional bool shuffle = 8 [default = false]; - // It will also resize images if new_height or new_width are not zero. - optional uint32 new_height = 9 [default = 0]; - optional uint32 new_width = 10 [default = 0]; - // Specify if the images are color or gray - optional bool is_color = 11 [default = true]; - // DEPRECATED. See TransformationParameter. For data pre-processing, we can do - // simple scaling and subtracting the data mean, if provided. Note that the - // mean subtraction is always carried out before scaling. - optional float scale = 2 [default = 1]; - optional string mean_file = 3; - // DEPRECATED. See TransformationParameter. Specify if we would like to randomly - // crop an image. - optional uint32 crop_size = 5 [default = 0]; - // DEPRECATED. See TransformationParameter. Specify if we want to randomly mirror - // data. - optional bool mirror = 6 [default = false]; - optional string root_folder = 12 [default = ""]; -} - -message InfogainLossParameter { - // Specify the infogain matrix source. - optional string source = 1; -} - -message InnerProductParameter { - optional uint32 num_output = 1; // The number of outputs for the layer - optional bool bias_term = 2 [default = true]; // whether to have bias terms - optional FillerParameter weight_filler = 3; // The filler for the weight - optional FillerParameter bias_filler = 4; // The filler for the bias - - // The first axis to be lumped into a single inner product computation; - // all preceding axes are retained in the output. - // May be negative to index from the end (e.g., -1 for the last axis). - optional int32 axis = 5 [default = 1]; - // Specify whether to transpose the weight matrix or not. - // If transpose == true, any operations will be performed on the transpose - // of the weight matrix. The weight matrix itself is not going to be transposed - // but rather the transfer flag of operations will be toggled accordingly. - optional bool transpose = 6 [default = false]; -} - -message InputParameter { - // This layer produces N >= 1 top blob(s) to be assigned manually. - // Define N shapes to set a shape for each top. - // Define 1 shape to set the same shape for every top. - // Define no shape to defer to reshaping manually. - repeated BlobShape shape = 1; -} - -// Message that stores parameters used by LogLayer -message LogParameter { - // LogLayer computes outputs y = log_base(shift + scale * x), for base > 0. - // Or if base is set to the default (-1), base is set to e, - // so y = ln(shift + scale * x) = log_e(shift + scale * x) - optional float base = 1 [default = -1.0]; - optional float scale = 2 [default = 1.0]; - optional float shift = 3 [default = 0.0]; -} - -// Message that stores parameters used by LRNLayer -message LRNParameter { - optional uint32 local_size = 1 [default = 5]; - optional float alpha = 2 [default = 1.]; - optional float beta = 3 [default = 0.75]; - enum NormRegion { - ACROSS_CHANNELS = 0; - WITHIN_CHANNEL = 1; - } - optional NormRegion norm_region = 4 [default = ACROSS_CHANNELS]; - optional float k = 5 [default = 1.]; - enum Engine { - DEFAULT = 0; - CAFFE = 1; - CUDNN = 2; - } - optional Engine engine = 6 [default = DEFAULT]; -} - -message MemoryDataParameter { - optional uint32 batch_size = 1; - optional uint32 channels = 2; - optional uint32 height = 3; - optional uint32 width = 4; -} - -message MVNParameter { - // This parameter can be set to false to normalize mean only - optional bool normalize_variance = 1 [default = true]; - - // This parameter can be set to true to perform DNN-like MVN - optional bool across_channels = 2 [default = false]; - - // Epsilon for not dividing by zero while normalizing variance - optional float eps = 3 [default = 1e-9]; -} - -message ParameterParameter { - optional BlobShape shape = 1; -} - -message PoolingParameter { - enum PoolMethod { - MAX = 0; - AVE = 1; - STOCHASTIC = 2; - } - optional PoolMethod pool = 1 [default = MAX]; // The pooling method - // Pad, kernel size, and stride are all given as a single value for equal - // dimensions in height and width or as Y, X pairs. - optional uint32 pad = 4 [default = 0]; // The padding size (equal in Y, X) - optional uint32 pad_h = 9 [default = 0]; // The padding height - optional uint32 pad_w = 10 [default = 0]; // The padding width - optional uint32 kernel_size = 2; // The kernel size (square) - optional uint32 kernel_h = 5; // The kernel height - optional uint32 kernel_w = 6; // The kernel width - optional uint32 stride = 3 [default = 1]; // The stride (equal in Y, X) - optional uint32 stride_h = 7; // The stride height - optional uint32 stride_w = 8; // The stride width - enum Engine { - DEFAULT = 0; - CAFFE = 1; - CUDNN = 2; - } - optional Engine engine = 11 [default = DEFAULT]; - // If global_pooling then it will pool over the size of the bottom by doing - // kernel_h = bottom->height and kernel_w = bottom->width - optional bool global_pooling = 12 [default = false]; -} - -message PowerParameter { - // PowerLayer computes outputs y = (shift + scale * x) ^ power. - optional float power = 1 [default = 1.0]; - optional float scale = 2 [default = 1.0]; - optional float shift = 3 [default = 0.0]; -} - -message PythonParameter { - optional string module = 1; - optional string layer = 2; - // This value is set to the attribute `param_str` of the `PythonLayer` object - // in Python before calling the `setup()` method. This could be a number, - // string, dictionary in Python dict format, JSON, etc. You may parse this - // string in `setup` method and use it in `forward` and `backward`. - optional string param_str = 3 [default = '']; - // Whether this PythonLayer is shared among worker solvers during data parallelism. - // If true, each worker solver sequentially run forward from this layer. - // This value should be set true if you are using it as a data layer. - optional bool share_in_parallel = 4 [default = false]; -} - -// Message that stores parameters used by RecurrentLayer -message RecurrentParameter { - // The dimension of the output (and usually hidden state) representation -- - // must be explicitly set to non-zero. - optional uint32 num_output = 1 [default = 0]; - - optional FillerParameter weight_filler = 2; // The filler for the weight - optional FillerParameter bias_filler = 3; // The filler for the bias - - // Whether to enable displaying debug_info in the unrolled recurrent net. - optional bool debug_info = 4 [default = false]; - - // Whether to add as additional inputs (bottoms) the initial hidden state - // blobs, and add as additional outputs (tops) the final timestep hidden state - // blobs. The number of additional bottom/top blobs required depends on the - // recurrent architecture -- e.g., 1 for RNNs, 2 for LSTMs. - optional bool expose_hidden = 5 [default = false]; -} - -// Message that stores parameters used by ReductionLayer -message ReductionParameter { - enum ReductionOp { - SUM = 1; - ASUM = 2; - SUMSQ = 3; - MEAN = 4; - } - - optional ReductionOp operation = 1 [default = SUM]; // reduction operation - - // The first axis to reduce to a scalar -- may be negative to index from the - // end (e.g., -1 for the last axis). - // (Currently, only reduction along ALL "tail" axes is supported; reduction - // of axis M through N, where N < num_axes - 1, is unsupported.) - // Suppose we have an n-axis bottom Blob with shape: - // (d0, d1, d2, ..., d(m-1), dm, d(m+1), ..., d(n-1)). - // If axis == m, the output Blob will have shape - // (d0, d1, d2, ..., d(m-1)), - // and the ReductionOp operation is performed (d0 * d1 * d2 * ... * d(m-1)) - // times, each including (dm * d(m+1) * ... * d(n-1)) individual data. - // If axis == 0 (the default), the output Blob always has the empty shape - // (count 1), performing reduction across the entire input -- - // often useful for creating new loss functions. - optional int32 axis = 2 [default = 0]; - - optional float coeff = 3 [default = 1.0]; // coefficient for output -} - -// Message that stores parameters used by ReLULayer -message ReLUParameter { - // Allow non-zero slope for negative inputs to speed up optimization - // Described in: - // Maas, A. L., Hannun, A. Y., & Ng, A. Y. (2013). Rectifier nonlinearities - // improve neural network acoustic models. In ICML Workshop on Deep Learning - // for Audio, Speech, and Language Processing. - optional float negative_slope = 1 [default = 0]; - enum Engine { - DEFAULT = 0; - CAFFE = 1; - CUDNN = 2; - } - optional Engine engine = 2 [default = DEFAULT]; -} - -message ReshapeParameter { - // Specify the output dimensions. If some of the dimensions are set to 0, - // the corresponding dimension from the bottom layer is used (unchanged). - // Exactly one dimension may be set to -1, in which case its value is - // inferred from the count of the bottom blob and the remaining dimensions. - // For example, suppose we want to reshape a 2D blob "input" with shape 2 x 8: - // - // layer { - // type: "Reshape" bottom: "input" top: "output" - // reshape_param { ... } - // } - // - // If "input" is 2D with shape 2 x 8, then the following reshape_param - // specifications are all equivalent, producing a 3D blob "output" with shape - // 2 x 2 x 4: - // - // reshape_param { shape { dim: 2 dim: 2 dim: 4 } } - // reshape_param { shape { dim: 0 dim: 2 dim: 4 } } - // reshape_param { shape { dim: 0 dim: 2 dim: -1 } } - // reshape_param { shape { dim: 0 dim:-1 dim: 4 } } - // - optional BlobShape shape = 1; - - // axis and num_axes control the portion of the bottom blob's shape that are - // replaced by (included in) the reshape. By default (axis == 0 and - // num_axes == -1), the entire bottom blob shape is included in the reshape, - // and hence the shape field must specify the entire output shape. - // - // axis may be non-zero to retain some portion of the beginning of the input - // shape (and may be negative to index from the end; e.g., -1 to begin the - // reshape after the last axis, including nothing in the reshape, - // -2 to include only the last axis, etc.). - // - // For example, suppose "input" is a 2D blob with shape 2 x 8. - // Then the following ReshapeLayer specifications are all equivalent, - // producing a blob "output" with shape 2 x 2 x 4: - // - // reshape_param { shape { dim: 2 dim: 2 dim: 4 } } - // reshape_param { shape { dim: 2 dim: 4 } axis: 1 } - // reshape_param { shape { dim: 2 dim: 4 } axis: -3 } - // - // num_axes specifies the extent of the reshape. - // If num_axes >= 0 (and axis >= 0), the reshape will be performed only on - // input axes in the range [axis, axis+num_axes]. - // num_axes may also be -1, the default, to include all remaining axes - // (starting from axis). - // - // For example, suppose "input" is a 2D blob with shape 2 x 8. - // Then the following ReshapeLayer specifications are equivalent, - // producing a blob "output" with shape 1 x 2 x 8. - // - // reshape_param { shape { dim: 1 dim: 2 dim: 8 } } - // reshape_param { shape { dim: 1 dim: 2 } num_axes: 1 } - // reshape_param { shape { dim: 1 } num_axes: 0 } - // - // On the other hand, these would produce output blob shape 2 x 1 x 8: - // - // reshape_param { shape { dim: 2 dim: 1 dim: 8 } } - // reshape_param { shape { dim: 1 } axis: 1 num_axes: 0 } - // - optional int32 axis = 2 [default = 0]; - optional int32 num_axes = 3 [default = -1]; -} - -message ScaleParameter { - // The first axis of bottom[0] (the first input Blob) along which to apply - // bottom[1] (the second input Blob). May be negative to index from the end - // (e.g., -1 for the last axis). - // - // For example, if bottom[0] is 4D with shape 100x3x40x60, the output - // top[0] will have the same shape, and bottom[1] may have any of the - // following shapes (for the given value of axis): - // (axis == 0 == -4) 100; 100x3; 100x3x40; 100x3x40x60 - // (axis == 1 == -3) 3; 3x40; 3x40x60 - // (axis == 2 == -2) 40; 40x60 - // (axis == 3 == -1) 60 - // Furthermore, bottom[1] may have the empty shape (regardless of the value of - // "axis") -- a scalar multiplier. - optional int32 axis = 1 [default = 1]; - - // (num_axes is ignored unless just one bottom is given and the scale is - // a learned parameter of the layer. Otherwise, num_axes is determined by the - // number of axes by the second bottom.) - // The number of axes of the input (bottom[0]) covered by the scale - // parameter, or -1 to cover all axes of bottom[0] starting from `axis`. - // Set num_axes := 0, to multiply with a zero-axis Blob: a scalar. - optional int32 num_axes = 2 [default = 1]; - - // (filler is ignored unless just one bottom is given and the scale is - // a learned parameter of the layer.) - // The initialization for the learned scale parameter. - // Default is the unit (1) initialization, resulting in the ScaleLayer - // initially performing the identity operation. - optional FillerParameter filler = 3; - - // Whether to also learn a bias (equivalent to a ScaleLayer+BiasLayer, but - // may be more efficient). Initialized with bias_filler (defaults to 0). - optional bool bias_term = 4 [default = false]; - optional FillerParameter bias_filler = 5; -} - -message SigmoidParameter { - enum Engine { - DEFAULT = 0; - CAFFE = 1; - CUDNN = 2; - } - optional Engine engine = 1 [default = DEFAULT]; -} - -message SliceParameter { - // The axis along which to slice -- may be negative to index from the end - // (e.g., -1 for the last axis). - // By default, SliceLayer concatenates blobs along the "channels" axis (1). - optional int32 axis = 3 [default = 1]; - repeated uint32 slice_point = 2; - - // DEPRECATED: alias for "axis" -- does not support negative indexing. - optional uint32 slice_dim = 1 [default = 1]; -} - -// Message that stores parameters used by SoftmaxLayer, SoftmaxWithLossLayer -message SoftmaxParameter { - enum Engine { - DEFAULT = 0; - CAFFE = 1; - CUDNN = 2; - } - optional Engine engine = 1 [default = DEFAULT]; - - // The axis along which to perform the softmax -- may be negative to index - // from the end (e.g., -1 for the last axis). - // Any other axes will be evaluated as independent softmaxes. - optional int32 axis = 2 [default = 1]; -} - -message TanHParameter { - enum Engine { - DEFAULT = 0; - CAFFE = 1; - CUDNN = 2; - } - optional Engine engine = 1 [default = DEFAULT]; -} - -// Message that stores parameters used by TileLayer -message TileParameter { - // The index of the axis to tile. - optional int32 axis = 1 [default = 1]; - - // The number of copies (tiles) of the blob to output. - optional int32 tiles = 2; -} - -// Message that stores parameters used by ThresholdLayer -message ThresholdParameter { - optional float threshold = 1 [default = 0]; // Strictly positive values -} - -message WindowDataParameter { - // Specify the data source. - optional string source = 1; - // For data pre-processing, we can do simple scaling and subtracting the - // data mean, if provided. Note that the mean subtraction is always carried - // out before scaling. - optional float scale = 2 [default = 1]; - optional string mean_file = 3; - // Specify the batch size. - optional uint32 batch_size = 4; - // Specify if we would like to randomly crop an image. - optional uint32 crop_size = 5 [default = 0]; - // Specify if we want to randomly mirror data. - optional bool mirror = 6 [default = false]; - // Foreground (object) overlap threshold - optional float fg_threshold = 7 [default = 0.5]; - // Background (non-object) overlap threshold - optional float bg_threshold = 8 [default = 0.5]; - // Fraction of batch that should be foreground objects - optional float fg_fraction = 9 [default = 0.25]; - // Amount of contextual padding to add around a window - // (used only by the window_data_layer) - optional uint32 context_pad = 10 [default = 0]; - // Mode for cropping out a detection window - // warp: cropped window is warped to a fixed size and aspect ratio - // square: the tightest square around the window is cropped - optional string crop_mode = 11 [default = "warp"]; - // cache_images: will load all images in memory for faster access - optional bool cache_images = 12 [default = false]; - // append root_folder to locate images - optional string root_folder = 13 [default = ""]; -} - -message SPPParameter { - enum PoolMethod { - MAX = 0; - AVE = 1; - STOCHASTIC = 2; - } - optional uint32 pyramid_height = 1; - optional PoolMethod pool = 2 [default = MAX]; // The pooling method - enum Engine { - DEFAULT = 0; - CAFFE = 1; - CUDNN = 2; - } - optional Engine engine = 6 [default = DEFAULT]; -} - -// DEPRECATED: use LayerParameter. -message V1LayerParameter { - repeated string bottom = 2; - repeated string top = 3; - optional string name = 4; - repeated NetStateRule include = 32; - repeated NetStateRule exclude = 33; - enum LayerType { - NONE = 0; - ABSVAL = 35; - ACCURACY = 1; - ARGMAX = 30; - BNLL = 2; - CONCAT = 3; - CONTRASTIVE_LOSS = 37; - CONVOLUTION = 4; - DATA = 5; - DECONVOLUTION = 39; - DROPOUT = 6; - DUMMY_DATA = 32; - EUCLIDEAN_LOSS = 7; - ELTWISE = 25; - EXP = 38; - FLATTEN = 8; - HDF5_DATA = 9; - HDF5_OUTPUT = 10; - HINGE_LOSS = 28; - IM2COL = 11; - IMAGE_DATA = 12; - INFOGAIN_LOSS = 13; - INNER_PRODUCT = 14; - LRN = 15; - MEMORY_DATA = 29; - MULTINOMIAL_LOGISTIC_LOSS = 16; - MVN = 34; - POOLING = 17; - POWER = 26; - RELU = 18; - SIGMOID = 19; - SIGMOID_CROSS_ENTROPY_LOSS = 27; - SILENCE = 36; - SOFTMAX = 20; - SOFTMAX_LOSS = 21; - SPLIT = 22; - SLICE = 33; - TANH = 23; - WINDOW_DATA = 24; - THRESHOLD = 31; - } - optional LayerType type = 5; - repeated BlobProto blobs = 6; - repeated string param = 1001; - repeated DimCheckMode blob_share_mode = 1002; - enum DimCheckMode { - STRICT = 0; - PERMISSIVE = 1; - } - repeated float blobs_lr = 7; - repeated float weight_decay = 8; - repeated float loss_weight = 35; - optional AccuracyParameter accuracy_param = 27; - optional ArgMaxParameter argmax_param = 23; - optional ConcatParameter concat_param = 9; - optional ContrastiveLossParameter contrastive_loss_param = 40; - optional ConvolutionParameter convolution_param = 10; - optional DataParameter data_param = 11; - optional DropoutParameter dropout_param = 12; - optional DummyDataParameter dummy_data_param = 26; - optional EltwiseParameter eltwise_param = 24; - optional ExpParameter exp_param = 41; - optional HDF5DataParameter hdf5_data_param = 13; - optional HDF5OutputParameter hdf5_output_param = 14; - optional HingeLossParameter hinge_loss_param = 29; - optional ImageDataParameter image_data_param = 15; - optional InfogainLossParameter infogain_loss_param = 16; - optional InnerProductParameter inner_product_param = 17; - optional LRNParameter lrn_param = 18; - optional MemoryDataParameter memory_data_param = 22; - optional MVNParameter mvn_param = 34; - optional PoolingParameter pooling_param = 19; - optional PowerParameter power_param = 21; - optional ReLUParameter relu_param = 30; - optional SigmoidParameter sigmoid_param = 38; - optional SoftmaxParameter softmax_param = 39; - optional SliceParameter slice_param = 31; - optional TanHParameter tanh_param = 37; - optional ThresholdParameter threshold_param = 25; - optional WindowDataParameter window_data_param = 20; - optional TransformationParameter transform_param = 36; - optional LossParameter loss_param = 42; - optional V0LayerParameter layer = 1; -} - -// DEPRECATED: V0LayerParameter is the old way of specifying layer parameters -// in Caffe. We keep this message type around for legacy support. -message V0LayerParameter { - optional string name = 1; // the layer name - optional string type = 2; // the string to specify the layer type - - // Parameters to specify layers with inner products. - optional uint32 num_output = 3; // The number of outputs for the layer - optional bool biasterm = 4 [default = true]; // whether to have bias terms - optional FillerParameter weight_filler = 5; // The filler for the weight - optional FillerParameter bias_filler = 6; // The filler for the bias - - optional uint32 pad = 7 [default = 0]; // The padding size - optional uint32 kernelsize = 8; // The kernel size - optional uint32 group = 9 [default = 1]; // The group size for group conv - optional uint32 stride = 10 [default = 1]; // The stride - enum PoolMethod { - MAX = 0; - AVE = 1; - STOCHASTIC = 2; - } - optional PoolMethod pool = 11 [default = MAX]; // The pooling method - optional float dropout_ratio = 12 [default = 0.5]; // dropout ratio - - optional uint32 local_size = 13 [default = 5]; // for local response norm - optional float alpha = 14 [default = 1.]; // for local response norm - optional float beta = 15 [default = 0.75]; // for local response norm - optional float k = 22 [default = 1.]; - - // For data layers, specify the data source - optional string source = 16; - // For data pre-processing, we can do simple scaling and subtracting the - // data mean, if provided. Note that the mean subtraction is always carried - // out before scaling. - optional float scale = 17 [default = 1]; - optional string meanfile = 18; - // For data layers, specify the batch size. - optional uint32 batchsize = 19; - // For data layers, specify if we would like to randomly crop an image. - optional uint32 cropsize = 20 [default = 0]; - // For data layers, specify if we want to randomly mirror data. - optional bool mirror = 21 [default = false]; - - // The blobs containing the numeric parameters of the layer - repeated BlobProto blobs = 50; - // The ratio that is multiplied on the global learning rate. If you want to - // set the learning ratio for one blob, you need to set it for all blobs. - repeated float blobs_lr = 51; - // The weight decay that is multiplied on the global weight decay. - repeated float weight_decay = 52; - - // The rand_skip variable is for the data layer to skip a few data points - // to avoid all asynchronous sgd clients to start at the same point. The skip - // point would be set as rand_skip * rand(0,1). Note that rand_skip should not - // be larger than the number of keys in the database. - optional uint32 rand_skip = 53 [default = 0]; - - // Fields related to detection (det_*) - // foreground (object) overlap threshold - optional float det_fg_threshold = 54 [default = 0.5]; - // background (non-object) overlap threshold - optional float det_bg_threshold = 55 [default = 0.5]; - // Fraction of batch that should be foreground objects - optional float det_fg_fraction = 56 [default = 0.25]; - - // optional bool OBSOLETE_can_clobber = 57 [default = true]; - - // Amount of contextual padding to add around a window - // (used only by the window_data_layer) - optional uint32 det_context_pad = 58 [default = 0]; - - // Mode for cropping out a detection window - // warp: cropped window is warped to a fixed size and aspect ratio - // square: the tightest square around the window is cropped - optional string det_crop_mode = 59 [default = "warp"]; - - // For ReshapeLayer, one needs to specify the new dimensions. - optional int32 new_num = 60 [default = 0]; - optional int32 new_channels = 61 [default = 0]; - optional int32 new_height = 62 [default = 0]; - optional int32 new_width = 63 [default = 0]; - - // Whether or not ImageLayer should shuffle the list of files at every epoch. - // It will also resize images if new_height or new_width are not zero. - optional bool shuffle_images = 64 [default = false]; - - // For ConcatLayer, one needs to specify the dimension for concatenation, and - // the other dimensions must be the same for all the bottom blobs. - // By default it will concatenate blobs along the channels dimension. - optional uint32 concat_dim = 65 [default = 1]; - - optional HDF5OutputParameter hdf5_output_param = 1001; -} - -message PReLUParameter { - // Parametric ReLU described in K. He et al, Delving Deep into Rectifiers: - // Surpassing Human-Level Performance on ImageNet Classification, 2015. - - // Initial value of a_i. Default is a_i=0.25 for all i. - optional FillerParameter filler = 1; - // Whether or not slope parameters are shared across channels. - optional bool channel_shared = 2 [default = false]; -} - -// The normalized bounding box [0, 1] w.r.t. the input image size. -message NormalizedBBox { - optional float xmin = 1; - optional float ymin = 2; - optional float xmax = 3; - optional float ymax = 4; - optional int32 label = 5; - optional bool difficult = 6; - optional float score = 7; - optional float size = 8; -} diff --git a/modules/dnn/src/caffe/caffe_importer.cpp b/modules/dnn/src/caffe/caffe_importer.cpp deleted file mode 100644 index 15aae982f..000000000 --- a/modules/dnn/src/caffe/caffe_importer.cpp +++ /dev/null @@ -1,382 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -#include "../precomp.hpp" -using namespace cv; -using namespace cv::dnn; - -#if HAVE_PROTOBUF -#include "caffe.pb.h" - -#include -#include -#include -#include -#include -#include -#include -#include "caffe_io.hpp" - -using ::google::protobuf::RepeatedField; -using ::google::protobuf::RepeatedPtrField; -using ::google::protobuf::Message; -using ::google::protobuf::Descriptor; -using ::google::protobuf::FieldDescriptor; -using ::google::protobuf::Reflection; - -namespace -{ - -template -static cv::String toString(const T &v) -{ - std::ostringstream ss; - ss << v; - return ss.str(); -} - -class CaffeImporter : public Importer -{ - caffe::NetParameter net; - caffe::NetParameter netBinary; - -public: - - CaffeImporter(const char *pototxt, const char *caffeModel) - { - ReadNetParamsFromTextFileOrDie(pototxt, &net); - - if (caffeModel && caffeModel[0]) - ReadNetParamsFromBinaryFileOrDie(caffeModel, &netBinary); - } - - void addParam(const Message &msg, const FieldDescriptor *field, cv::dnn::LayerParams ¶ms) - { - const Reflection *refl = msg.GetReflection(); - int type = field->cpp_type(); - bool isRepeated = field->is_repeated(); - const std::string &name = field->name(); - - #define SET_UP_FILED(getter, arrayConstr, gtype) \ - if (isRepeated) { \ - const RepeatedField &v = refl->GetRepeatedField(msg, field); \ - params.set(name, DictValue::arrayConstr(v.begin(), (int)v.size())); \ - } \ - else { \ - params.set(name, refl->getter(msg, field)); \ - } - - switch (type) - { - case FieldDescriptor::CPPTYPE_INT32: - SET_UP_FILED(GetInt32, arrayInt, ::google::protobuf::int32); - break; - case FieldDescriptor::CPPTYPE_UINT32: - SET_UP_FILED(GetUInt32, arrayInt, ::google::protobuf::uint32); - break; - case FieldDescriptor::CPPTYPE_INT64: - SET_UP_FILED(GetInt32, arrayInt, ::google::protobuf::int64); - break; - case FieldDescriptor::CPPTYPE_UINT64: - SET_UP_FILED(GetUInt32, arrayInt, ::google::protobuf::uint64); - break; - case FieldDescriptor::CPPTYPE_BOOL: - SET_UP_FILED(GetBool, arrayInt, bool); - break; - case FieldDescriptor::CPPTYPE_DOUBLE: - SET_UP_FILED(GetDouble, arrayReal, double); - break; - case FieldDescriptor::CPPTYPE_FLOAT: - SET_UP_FILED(GetFloat, arrayReal, float); - break; - case FieldDescriptor::CPPTYPE_STRING: - if (isRepeated) { - const RepeatedPtrField &v = refl->GetRepeatedPtrField(msg, field); - params.set(name, DictValue::arrayString(v.begin(), (int)v.size())); - } - else { - params.set(name, refl->GetString(msg, field)); - } - break; - case FieldDescriptor::CPPTYPE_ENUM: - if (isRepeated) { - int size = refl->FieldSize(msg, field); - std::vector buf(size); - for (int i = 0; i < size; i++) - buf[i] = refl->GetRepeatedEnum(msg, field, i)->name(); - params.set(name, DictValue::arrayString(buf.begin(), size)); - } - else { - params.set(name, refl->GetEnum(msg, field)->name()); - } - break; - default: - CV_Error(Error::StsError, "Unknown type \"" + String(field->type_name()) + "\" in prototxt"); - break; - } - } - - inline static bool ends_with_param(const std::string &str) - { - static const std::string _param("_param"); - return (str.size() >= _param.size()) && str.compare(str.size() - _param.size(), _param.size(), _param) == 0; - } - - void extractLayerParams(const Message &msg, cv::dnn::LayerParams ¶ms, bool isInternal = false) - { - const Descriptor *msgDesc = msg.GetDescriptor(); - const Reflection *msgRefl = msg.GetReflection(); - - for (int fieldId = 0; fieldId < msgDesc->field_count(); fieldId++) - { - const FieldDescriptor *fd = msgDesc->field(fieldId); - - if (!isInternal && !ends_with_param(fd->name())) - continue; - - bool hasData = fd->is_required() || - (fd->is_optional() && msgRefl->HasField(msg, fd)) || - (fd->is_repeated() && msgRefl->FieldSize(msg, fd) > 0); - if (!hasData) - continue; - - if (fd->cpp_type() == FieldDescriptor::CPPTYPE_MESSAGE) - { - if (fd->is_repeated()) //Extract only first item! - extractLayerParams(msgRefl->GetRepeatedMessage(msg, fd, 0), params, true); - else - extractLayerParams(msgRefl->GetMessage(msg, fd), params, true); - } - else - { - addParam(msg, fd, params); - } - } - } - - void blobShapeFromProto(const caffe::BlobProto &pbBlob, MatShape& shape) - { - shape.clear(); - if (pbBlob.has_num() || pbBlob.has_channels() || pbBlob.has_height() || pbBlob.has_width()) - { - shape.push_back(pbBlob.num()); - shape.push_back(pbBlob.channels()); - shape.push_back(pbBlob.height()); - shape.push_back(pbBlob.width()); - } - else if (pbBlob.has_shape()) - { - const caffe::BlobShape &_shape = pbBlob.shape(); - - for (int i = 0; i < _shape.dim_size(); i++) - shape.push_back((int)_shape.dim(i)); - } - else - CV_Error(Error::StsError, "Unknown shape of input blob"); - } - - void blobFromProto(const caffe::BlobProto &pbBlob, cv::Mat &dstBlob) - { - MatShape shape; - blobShapeFromProto(pbBlob, shape); - - dstBlob.create((int)shape.size(), &shape[0], CV_32F); - CV_Assert(pbBlob.data_size() == (int)dstBlob.total()); - - CV_DbgAssert(pbBlob.GetDescriptor()->FindFieldByLowercaseName("data")->cpp_type() == FieldDescriptor::CPPTYPE_FLOAT); - float *dstData = dstBlob.ptr(); - - for (int i = 0; i < pbBlob.data_size(); i++) - dstData[i] = pbBlob.data(i); - } - - void extractBinaryLayerParms(const caffe::LayerParameter& layer, LayerParams& layerParams) - { - const std::string &name = layer.name(); - - int li; - for (li = 0; li != netBinary.layer_size(); li++) - { - if (netBinary.layer(li).name() == name) - break; - } - - if (li == netBinary.layer_size() || netBinary.layer(li).blobs_size() == 0) - return; - - const caffe::LayerParameter &binLayer = netBinary.layer(li); - layerParams.blobs.resize(binLayer.blobs_size()); - for (int bi = 0; bi < binLayer.blobs_size(); bi++) - { - blobFromProto(binLayer.blobs(bi), layerParams.blobs[bi]); - } - } - - struct BlobNote - { - BlobNote(const std::string &_name, int _layerId, int _outNum) : - name(_name.c_str()), layerId(_layerId), outNum(_outNum) {} - - const char *name; - int layerId, outNum; - }; - - std::vector addedBlobs; - std::map layerCounter; - - void populateNet(Net dstNet) - { - int layersSize = net.layer_size(); - layerCounter.clear(); - addedBlobs.clear(); - addedBlobs.reserve(layersSize + 1); - - //setup input layer names - { - std::vector netInputs(net.input_size()); - for (int inNum = 0; inNum < net.input_size(); inNum++) - { - addedBlobs.push_back(BlobNote(net.input(inNum), 0, inNum)); - netInputs[inNum] = net.input(inNum); - } - dstNet.setInputsNames(netInputs); - } - - for (int li = 0; li < layersSize; li++) - { - const caffe::LayerParameter &layer = net.layer(li); - String name = layer.name(); - String type = layer.type(); - LayerParams layerParams; - - extractLayerParams(layer, layerParams); - extractBinaryLayerParms(layer, layerParams); - - int repetitions = layerCounter[name]++; - if (repetitions) - name += String("_") + toString(repetitions); - - int id = dstNet.addLayer(name, type, layerParams); - - for (int inNum = 0; inNum < layer.bottom_size(); inNum++) - addInput(layer.bottom(inNum), id, inNum, dstNet); - - for (int outNum = 0; outNum < layer.top_size(); outNum++) - addOutput(layer, id, outNum); - } - - addedBlobs.clear(); - } - - void addOutput(const caffe::LayerParameter &layer, int layerId, int outNum) - { - const std::string &name = layer.top(outNum); - - bool haveDups = false; - for (int idx = (int)addedBlobs.size() - 1; idx >= 0; idx--) - { - if (addedBlobs[idx].name == name) - { - haveDups = true; - break; - } - } - - if (haveDups) - { - bool isInplace = layer.bottom_size() > outNum && layer.bottom(outNum) == name; - if (!isInplace) - CV_Error(Error::StsBadArg, "Duplicate blobs produced by multiple sources"); - } - - addedBlobs.push_back(BlobNote(name, layerId, outNum)); - } - - void addInput(const std::string &name, int layerId, int inNum, Net &dstNet) - { - int idx; - for (idx = (int)addedBlobs.size() - 1; idx >= 0; idx--) - { - if (addedBlobs[idx].name == name) - break; - } - - if (idx < 0) - { - CV_Error(Error::StsObjectNotFound, "Can't find output blob \"" + name + "\""); - return; - } - - dstNet.connect(addedBlobs[idx].layerId, addedBlobs[idx].outNum, layerId, inNum); - } - - ~CaffeImporter() - { - - } - -}; - -} - -Ptr cv::dnn::createCaffeImporter(const String &prototxt, const String &caffeModel) -{ - return Ptr(new CaffeImporter(prototxt.c_str(), caffeModel.c_str())); -} - -#else //HAVE_PROTOBUF - -Ptr cv::dnn::createCaffeImporter(const String&, const String&) -{ - CV_Error(cv::Error::StsNotImplemented, "libprotobuf required to import data from Caffe models"); - return Ptr(); -} - -#endif //HAVE_PROTOBUF - -Net cv::dnn::readNetFromCaffe(const String &prototxt, const String &caffeModel /*= String()*/) -{ - Ptr caffeImporter = createCaffeImporter(prototxt, caffeModel); - Net net; - if (caffeImporter) - caffeImporter->populateNet(net); - return net; -} diff --git a/modules/dnn/src/caffe/caffe_io.cpp b/modules/dnn/src/caffe/caffe_io.cpp deleted file mode 100644 index 9934dacda..000000000 --- a/modules/dnn/src/caffe/caffe_io.cpp +++ /dev/null @@ -1,1151 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -/*M/////////////////////////////////////////////////////////////////////////////////////// -//COPYRIGHT -// -//All contributions by the University of California: -//Copyright (c) 2014, The Regents of the University of California (Regents) -//All rights reserved. -// -//All other contributions: -//Copyright (c) 2014, the respective contributors -//All rights reserved. -// -//Caffe uses a shared copyright model: each contributor holds copyright over -//their contributions to Caffe. The project versioning records all such -//contribution and copyright details. If a contributor wants to further mark -//their specific copyright on a particular contribution, they should indicate -//their copyright solely in the commit message of the change when it is -//committed. -// -//LICENSE -// -//Redistribution and use in source and binary forms, with or without -//modification, are permitted provided that the following conditions are met: -// -//1. Redistributions of source code must retain the above copyright notice, this -// list of conditions and the following disclaimer. -//2. Redistributions in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -//THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND -//ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED -//WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE -//DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR -//ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES -//(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; -//LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND -//ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT -//(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS -//SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. -// -//CONTRIBUTION AGREEMENT -// -//By contributing to the BVLC/caffe repository through pull-request, comment, -//or otherwise, the contributor releases their content to the -//license and copyright terms herein. -// -//M*/ - -#if HAVE_PROTOBUF -#include -#include -#include - -#include - -#include -#include -#include -#include - -#include "caffe.pb.h" -#include "caffe_io.hpp" -#include "glog_emulator.hpp" - -namespace cv { -namespace dnn { - -using std::string; -using std::map; -using namespace caffe; -using namespace ::google::protobuf; -using namespace ::google::protobuf::io; - -// Return true iff the net is not the current version. -bool NetNeedsUpgrade(const NetParameter& net_param); - -// Return true iff any layer contains parameters specified using -// deprecated V0LayerParameter. -bool NetNeedsV0ToV1Upgrade(const NetParameter& net_param); - -// Perform all necessary transformations to upgrade a V0NetParameter into a -// NetParameter (including upgrading padding layers and LayerParameters). -bool UpgradeV0Net(const NetParameter& v0_net_param, NetParameter* net_param); - -// Upgrade NetParameter with padding layers to pad-aware conv layers. -// For any padding layer, remove it and put its pad parameter in any layers -// taking its top blob as input. -// Error if any of these above layers are not-conv layers. -void UpgradeV0PaddingLayers(const NetParameter& param, - NetParameter* param_upgraded_pad); - -// Upgrade a single V0LayerConnection to the V1LayerParameter format. -bool UpgradeV0LayerParameter(const V1LayerParameter& v0_layer_connection, - V1LayerParameter* layer_param); - -V1LayerParameter_LayerType UpgradeV0LayerType(const string& type); - -// Return true iff any layer contains deprecated data transformation parameters. -bool NetNeedsDataUpgrade(const NetParameter& net_param); - -// Perform all necessary transformations to upgrade old transformation fields -// into a TransformationParameter. -void UpgradeNetDataTransformation(NetParameter* net_param); - -// Return true iff the Net contains any layers specified as V1LayerParameters. -bool NetNeedsV1ToV2Upgrade(const NetParameter& net_param); - -// Perform all necessary transformations to upgrade a NetParameter with -// deprecated V1LayerParameters. -bool UpgradeV1Net(const NetParameter& v1_net_param, NetParameter* net_param); - -bool UpgradeV1LayerParameter(const V1LayerParameter& v1_layer_param, - LayerParameter* layer_param); - -const char* UpgradeV1LayerType(const V1LayerParameter_LayerType type); - -bool NetNeedsBatchNormUpgrade(const NetParameter& net_param); - -void UpgradeNetBatchNorm(NetParameter* net_param); - -// Check for deprecations and upgrade the NetParameter as needed. -bool UpgradeNetAsNeeded(const string& param_file, NetParameter* param); - - -bool NetNeedsUpgrade(const NetParameter& net_param) { - return NetNeedsV0ToV1Upgrade(net_param) || NetNeedsV1ToV2Upgrade(net_param) || - NetNeedsBatchNormUpgrade(net_param); -} - -bool NetNeedsV0ToV1Upgrade(const NetParameter& net_param) { - for (int i = 0; i < net_param.layers_size(); ++i) { - if (net_param.layers(i).has_layer()) { - return true; - } - } - return false; -} - -bool NetNeedsV1ToV2Upgrade(const NetParameter& net_param) { - return net_param.layers_size() > 0; -} - -bool UpgradeV0Net(const NetParameter& v0_net_param_padding_layers, - NetParameter* net_param) { - // First upgrade padding layers to padded conv layers. - NetParameter v0_net_param; - UpgradeV0PaddingLayers(v0_net_param_padding_layers, &v0_net_param); - // Now upgrade layer parameters. - bool is_fully_compatible = true; - net_param->Clear(); - if (v0_net_param.has_name()) { - net_param->set_name(v0_net_param.name()); - } - for (int i = 0; i < v0_net_param.layers_size(); ++i) { - is_fully_compatible &= UpgradeV0LayerParameter(v0_net_param.layers(i), - net_param->add_layers()); - } - for (int i = 0; i < v0_net_param.input_size(); ++i) { - net_param->add_input(v0_net_param.input(i)); - } - for (int i = 0; i < v0_net_param.input_dim_size(); ++i) { - net_param->add_input_dim(v0_net_param.input_dim(i)); - } - if (v0_net_param.has_force_backward()) { - net_param->set_force_backward(v0_net_param.force_backward()); - } - return is_fully_compatible; -} - -void UpgradeV0PaddingLayers(const NetParameter& param, - NetParameter* param_upgraded_pad) { - // Copy everything other than the layers from the original param. - param_upgraded_pad->Clear(); - param_upgraded_pad->CopyFrom(param); - param_upgraded_pad->clear_layers(); - // Figure out which layer each bottom blob comes from. - map blob_name_to_last_top_idx; - for (int i = 0; i < param.input_size(); ++i) { - const string& blob_name = param.input(i); - blob_name_to_last_top_idx[blob_name] = -1; - } - for (int i = 0; i < param.layers_size(); ++i) { - const V1LayerParameter& layer_connection = param.layers(i); - const V0LayerParameter& layer_param = layer_connection.layer(); - // Add the layer to the new net, unless it's a padding layer. - if (layer_param.type() != "padding") { - param_upgraded_pad->add_layers()->CopyFrom(layer_connection); - } - for (int j = 0; j < layer_connection.bottom_size(); ++j) { - const string& blob_name = layer_connection.bottom(j); - if (blob_name_to_last_top_idx.find(blob_name) == - blob_name_to_last_top_idx.end()) { - LOG(FATAL) << "Unknown blob input " << blob_name << " to layer " << j; - } - const int top_idx = blob_name_to_last_top_idx[blob_name]; - if (top_idx == -1) { - continue; - } - const V1LayerParameter& source_layer = param.layers(top_idx); - if (source_layer.layer().type() == "padding") { - // This layer has a padding layer as input -- check that it is a conv - // layer or a pooling layer and takes only one input. Also check that - // the padding layer input has only one input and one output. Other - // cases have undefined behavior in Caffe. - CHECK((layer_param.type() == "conv") || (layer_param.type() == "pool")) - << "Padding layer input to " - "non-convolutional / non-pooling layer type " - << layer_param.type(); - CHECK_EQ(layer_connection.bottom_size(), 1) - << "Conv Layer takes a single blob as input."; - CHECK_EQ(source_layer.bottom_size(), 1) - << "Padding Layer takes a single blob as input."; - CHECK_EQ(source_layer.top_size(), 1) - << "Padding Layer produces a single blob as output."; - int layer_index = param_upgraded_pad->layers_size() - 1; - param_upgraded_pad->mutable_layers(layer_index)->mutable_layer() - ->set_pad(source_layer.layer().pad()); - param_upgraded_pad->mutable_layers(layer_index) - ->set_bottom(j, source_layer.bottom(0)); - } - } - for (int j = 0; j < layer_connection.top_size(); ++j) { - const string& blob_name = layer_connection.top(j); - blob_name_to_last_top_idx[blob_name] = i; - } - } -} - -bool UpgradeV0LayerParameter(const V1LayerParameter& v0_layer_connection, - V1LayerParameter* layer_param) { - bool is_fully_compatible = true; - layer_param->Clear(); - for (int i = 0; i < v0_layer_connection.bottom_size(); ++i) { - layer_param->add_bottom(v0_layer_connection.bottom(i)); - } - for (int i = 0; i < v0_layer_connection.top_size(); ++i) { - layer_param->add_top(v0_layer_connection.top(i)); - } - if (v0_layer_connection.has_layer()) { - const V0LayerParameter& v0_layer_param = v0_layer_connection.layer(); - if (v0_layer_param.has_name()) { - layer_param->set_name(v0_layer_param.name()); - } - const string& type = v0_layer_param.type(); - if (v0_layer_param.has_type()) { - layer_param->set_type(UpgradeV0LayerType(type)); - } - for (int i = 0; i < v0_layer_param.blobs_size(); ++i) { - layer_param->add_blobs()->CopyFrom(v0_layer_param.blobs(i)); - } - for (int i = 0; i < v0_layer_param.blobs_lr_size(); ++i) { - layer_param->add_blobs_lr(v0_layer_param.blobs_lr(i)); - } - for (int i = 0; i < v0_layer_param.weight_decay_size(); ++i) { - layer_param->add_weight_decay(v0_layer_param.weight_decay(i)); - } - if (v0_layer_param.has_num_output()) { - if (type == "conv") { - layer_param->mutable_convolution_param()->set_num_output( - v0_layer_param.num_output()); - } else if (type == "innerproduct") { - layer_param->mutable_inner_product_param()->set_num_output( - v0_layer_param.num_output()); - } else { - LOG(ERROR) << "Unknown parameter num_output for layer type " << type; - is_fully_compatible = false; - } - } - if (v0_layer_param.has_biasterm()) { - if (type == "conv") { - layer_param->mutable_convolution_param()->set_bias_term( - v0_layer_param.biasterm()); - } else if (type == "innerproduct") { - layer_param->mutable_inner_product_param()->set_bias_term( - v0_layer_param.biasterm()); - } else { - LOG(ERROR) << "Unknown parameter biasterm for layer type " << type; - is_fully_compatible = false; - } - } - if (v0_layer_param.has_weight_filler()) { - if (type == "conv") { - layer_param->mutable_convolution_param()-> - mutable_weight_filler()->CopyFrom(v0_layer_param.weight_filler()); - } else if (type == "innerproduct") { - layer_param->mutable_inner_product_param()-> - mutable_weight_filler()->CopyFrom(v0_layer_param.weight_filler()); - } else { - LOG(ERROR) << "Unknown parameter weight_filler for layer type " << type; - is_fully_compatible = false; - } - } - if (v0_layer_param.has_bias_filler()) { - if (type == "conv") { - layer_param->mutable_convolution_param()-> - mutable_bias_filler()->CopyFrom(v0_layer_param.bias_filler()); - } else if (type == "innerproduct") { - layer_param->mutable_inner_product_param()-> - mutable_bias_filler()->CopyFrom(v0_layer_param.bias_filler()); - } else { - LOG(ERROR) << "Unknown parameter bias_filler for layer type " << type; - is_fully_compatible = false; - } - } - if (v0_layer_param.has_pad()) { - if (type == "conv") { - layer_param->mutable_convolution_param()->add_pad(v0_layer_param.pad()); - } else if (type == "pool") { - layer_param->mutable_pooling_param()->set_pad(v0_layer_param.pad()); - } else { - LOG(ERROR) << "Unknown parameter pad for layer type " << type; - is_fully_compatible = false; - } - } - if (v0_layer_param.has_kernelsize()) { - if (type == "conv") { - layer_param->mutable_convolution_param()->add_kernel_size( - v0_layer_param.kernelsize()); - } else if (type == "pool") { - layer_param->mutable_pooling_param()->set_kernel_size( - v0_layer_param.kernelsize()); - } else { - LOG(ERROR) << "Unknown parameter kernelsize for layer type " << type; - is_fully_compatible = false; - } - } - if (v0_layer_param.has_group()) { - if (type == "conv") { - layer_param->mutable_convolution_param()->set_group( - v0_layer_param.group()); - } else { - LOG(ERROR) << "Unknown parameter group for layer type " << type; - is_fully_compatible = false; - } - } - if (v0_layer_param.has_stride()) { - if (type == "conv") { - layer_param->mutable_convolution_param()->add_stride( - v0_layer_param.stride()); - } else if (type == "pool") { - layer_param->mutable_pooling_param()->set_stride( - v0_layer_param.stride()); - } else { - LOG(ERROR) << "Unknown parameter stride for layer type " << type; - is_fully_compatible = false; - } - } - if (v0_layer_param.has_pool()) { - if (type == "pool") { - V0LayerParameter_PoolMethod pool = v0_layer_param.pool(); - switch (pool) { - case V0LayerParameter_PoolMethod_MAX: - layer_param->mutable_pooling_param()->set_pool( - PoolingParameter_PoolMethod_MAX); - break; - case V0LayerParameter_PoolMethod_AVE: - layer_param->mutable_pooling_param()->set_pool( - PoolingParameter_PoolMethod_AVE); - break; - case V0LayerParameter_PoolMethod_STOCHASTIC: - layer_param->mutable_pooling_param()->set_pool( - PoolingParameter_PoolMethod_STOCHASTIC); - break; - default: - LOG(ERROR) << "Unknown pool method " << pool; - is_fully_compatible = false; - } - } else { - LOG(ERROR) << "Unknown parameter pool for layer type " << type; - is_fully_compatible = false; - } - } - if (v0_layer_param.has_dropout_ratio()) { - if (type == "dropout") { - layer_param->mutable_dropout_param()->set_dropout_ratio( - v0_layer_param.dropout_ratio()); - } else { - LOG(ERROR) << "Unknown parameter dropout_ratio for layer type " << type; - is_fully_compatible = false; - } - } - if (v0_layer_param.has_local_size()) { - if (type == "lrn") { - layer_param->mutable_lrn_param()->set_local_size( - v0_layer_param.local_size()); - } else { - LOG(ERROR) << "Unknown parameter local_size for layer type " << type; - is_fully_compatible = false; - } - } - if (v0_layer_param.has_alpha()) { - if (type == "lrn") { - layer_param->mutable_lrn_param()->set_alpha(v0_layer_param.alpha()); - } else { - LOG(ERROR) << "Unknown parameter alpha for layer type " << type; - is_fully_compatible = false; - } - } - if (v0_layer_param.has_beta()) { - if (type == "lrn") { - layer_param->mutable_lrn_param()->set_beta(v0_layer_param.beta()); - } else { - LOG(ERROR) << "Unknown parameter beta for layer type " << type; - is_fully_compatible = false; - } - } - if (v0_layer_param.has_k()) { - if (type == "lrn") { - layer_param->mutable_lrn_param()->set_k(v0_layer_param.k()); - } else { - LOG(ERROR) << "Unknown parameter k for layer type " << type; - is_fully_compatible = false; - } - } - if (v0_layer_param.has_source()) { - if (type == "data") { - layer_param->mutable_data_param()->set_source(v0_layer_param.source()); - } else if (type == "hdf5_data") { - layer_param->mutable_hdf5_data_param()->set_source( - v0_layer_param.source()); - } else if (type == "images") { - layer_param->mutable_image_data_param()->set_source( - v0_layer_param.source()); - } else if (type == "window_data") { - layer_param->mutable_window_data_param()->set_source( - v0_layer_param.source()); - } else if (type == "infogain_loss") { - layer_param->mutable_infogain_loss_param()->set_source( - v0_layer_param.source()); - } else { - LOG(ERROR) << "Unknown parameter source for layer type " << type; - is_fully_compatible = false; - } - } - if (v0_layer_param.has_scale()) { - layer_param->mutable_transform_param()-> - set_scale(v0_layer_param.scale()); - } - if (v0_layer_param.has_meanfile()) { - layer_param->mutable_transform_param()-> - set_mean_file(v0_layer_param.meanfile()); - } - if (v0_layer_param.has_batchsize()) { - if (type == "data") { - layer_param->mutable_data_param()->set_batch_size( - v0_layer_param.batchsize()); - } else if (type == "hdf5_data") { - layer_param->mutable_hdf5_data_param()->set_batch_size( - v0_layer_param.batchsize()); - } else if (type == "images") { - layer_param->mutable_image_data_param()->set_batch_size( - v0_layer_param.batchsize()); - } else if (type == "window_data") { - layer_param->mutable_window_data_param()->set_batch_size( - v0_layer_param.batchsize()); - } else { - LOG(ERROR) << "Unknown parameter batchsize for layer type " << type; - is_fully_compatible = false; - } - } - if (v0_layer_param.has_cropsize()) { - layer_param->mutable_transform_param()-> - set_crop_size(v0_layer_param.cropsize()); - } - if (v0_layer_param.has_mirror()) { - layer_param->mutable_transform_param()-> - set_mirror(v0_layer_param.mirror()); - } - if (v0_layer_param.has_rand_skip()) { - if (type == "data") { - layer_param->mutable_data_param()->set_rand_skip( - v0_layer_param.rand_skip()); - } else if (type == "images") { - layer_param->mutable_image_data_param()->set_rand_skip( - v0_layer_param.rand_skip()); - } else { - LOG(ERROR) << "Unknown parameter rand_skip for layer type " << type; - is_fully_compatible = false; - } - } - if (v0_layer_param.has_shuffle_images()) { - if (type == "images") { - layer_param->mutable_image_data_param()->set_shuffle( - v0_layer_param.shuffle_images()); - } else { - LOG(ERROR) << "Unknown parameter shuffle for layer type " << type; - is_fully_compatible = false; - } - } - if (v0_layer_param.has_new_height()) { - if (type == "images") { - layer_param->mutable_image_data_param()->set_new_height( - v0_layer_param.new_height()); - } else { - LOG(ERROR) << "Unknown parameter new_height for layer type " << type; - is_fully_compatible = false; - } - } - if (v0_layer_param.has_new_width()) { - if (type == "images") { - layer_param->mutable_image_data_param()->set_new_width( - v0_layer_param.new_width()); - } else { - LOG(ERROR) << "Unknown parameter new_width for layer type " << type; - is_fully_compatible = false; - } - } - if (v0_layer_param.has_concat_dim()) { - if (type == "concat") { - layer_param->mutable_concat_param()->set_concat_dim( - v0_layer_param.concat_dim()); - } else { - LOG(ERROR) << "Unknown parameter concat_dim for layer type " << type; - is_fully_compatible = false; - } - } - if (v0_layer_param.has_det_fg_threshold()) { - if (type == "window_data") { - layer_param->mutable_window_data_param()->set_fg_threshold( - v0_layer_param.det_fg_threshold()); - } else { - LOG(ERROR) << "Unknown parameter det_fg_threshold for layer type " - << type; - is_fully_compatible = false; - } - } - if (v0_layer_param.has_det_bg_threshold()) { - if (type == "window_data") { - layer_param->mutable_window_data_param()->set_bg_threshold( - v0_layer_param.det_bg_threshold()); - } else { - LOG(ERROR) << "Unknown parameter det_bg_threshold for layer type " - << type; - is_fully_compatible = false; - } - } - if (v0_layer_param.has_det_fg_fraction()) { - if (type == "window_data") { - layer_param->mutable_window_data_param()->set_fg_fraction( - v0_layer_param.det_fg_fraction()); - } else { - LOG(ERROR) << "Unknown parameter det_fg_fraction for layer type " - << type; - is_fully_compatible = false; - } - } - if (v0_layer_param.has_det_context_pad()) { - if (type == "window_data") { - layer_param->mutable_window_data_param()->set_context_pad( - v0_layer_param.det_context_pad()); - } else { - LOG(ERROR) << "Unknown parameter det_context_pad for layer type " - << type; - is_fully_compatible = false; - } - } - if (v0_layer_param.has_det_crop_mode()) { - if (type == "window_data") { - layer_param->mutable_window_data_param()->set_crop_mode( - v0_layer_param.det_crop_mode()); - } else { - LOG(ERROR) << "Unknown parameter det_crop_mode for layer type " - << type; - is_fully_compatible = false; - } - } - if (v0_layer_param.has_hdf5_output_param()) { - if (type == "hdf5_output") { - layer_param->mutable_hdf5_output_param()->CopyFrom( - v0_layer_param.hdf5_output_param()); - } else { - LOG(ERROR) << "Unknown parameter hdf5_output_param for layer type " - << type; - is_fully_compatible = false; - } - } - } - return is_fully_compatible; -} - -V1LayerParameter_LayerType UpgradeV0LayerType(const string& type) { - if (type == "accuracy") { - return V1LayerParameter_LayerType_ACCURACY; - } else if (type == "bnll") { - return V1LayerParameter_LayerType_BNLL; - } else if (type == "concat") { - return V1LayerParameter_LayerType_CONCAT; - } else if (type == "conv") { - return V1LayerParameter_LayerType_CONVOLUTION; - } else if (type == "data") { - return V1LayerParameter_LayerType_DATA; - } else if (type == "dropout") { - return V1LayerParameter_LayerType_DROPOUT; - } else if (type == "euclidean_loss") { - return V1LayerParameter_LayerType_EUCLIDEAN_LOSS; - } else if (type == "flatten") { - return V1LayerParameter_LayerType_FLATTEN; - } else if (type == "hdf5_data") { - return V1LayerParameter_LayerType_HDF5_DATA; - } else if (type == "hdf5_output") { - return V1LayerParameter_LayerType_HDF5_OUTPUT; - } else if (type == "im2col") { - return V1LayerParameter_LayerType_IM2COL; - } else if (type == "images") { - return V1LayerParameter_LayerType_IMAGE_DATA; - } else if (type == "infogain_loss") { - return V1LayerParameter_LayerType_INFOGAIN_LOSS; - } else if (type == "innerproduct") { - return V1LayerParameter_LayerType_INNER_PRODUCT; - } else if (type == "lrn") { - return V1LayerParameter_LayerType_LRN; - } else if (type == "multinomial_logistic_loss") { - return V1LayerParameter_LayerType_MULTINOMIAL_LOGISTIC_LOSS; - } else if (type == "pool") { - return V1LayerParameter_LayerType_POOLING; - } else if (type == "relu") { - return V1LayerParameter_LayerType_RELU; - } else if (type == "sigmoid") { - return V1LayerParameter_LayerType_SIGMOID; - } else if (type == "softmax") { - return V1LayerParameter_LayerType_SOFTMAX; - } else if (type == "softmax_loss") { - return V1LayerParameter_LayerType_SOFTMAX_LOSS; - } else if (type == "split") { - return V1LayerParameter_LayerType_SPLIT; - } else if (type == "tanh") { - return V1LayerParameter_LayerType_TANH; - } else if (type == "window_data") { - return V1LayerParameter_LayerType_WINDOW_DATA; - } else { - LOG(FATAL) << "Unknown layer name: " << type; - return V1LayerParameter_LayerType_NONE; - } -} - -bool NetNeedsDataUpgrade(const NetParameter& net_param) { - for (int i = 0; i < net_param.layers_size(); ++i) { - if (net_param.layers(i).type() == V1LayerParameter_LayerType_DATA) { - DataParameter layer_param = net_param.layers(i).data_param(); - if (layer_param.has_scale()) { return true; } - if (layer_param.has_mean_file()) { return true; } - if (layer_param.has_crop_size()) { return true; } - if (layer_param.has_mirror()) { return true; } - } - if (net_param.layers(i).type() == V1LayerParameter_LayerType_IMAGE_DATA) { - ImageDataParameter layer_param = net_param.layers(i).image_data_param(); - if (layer_param.has_scale()) { return true; } - if (layer_param.has_mean_file()) { return true; } - if (layer_param.has_crop_size()) { return true; } - if (layer_param.has_mirror()) { return true; } - } - if (net_param.layers(i).type() == V1LayerParameter_LayerType_WINDOW_DATA) { - WindowDataParameter layer_param = net_param.layers(i).window_data_param(); - if (layer_param.has_scale()) { return true; } - if (layer_param.has_mean_file()) { return true; } - if (layer_param.has_crop_size()) { return true; } - if (layer_param.has_mirror()) { return true; } - } - } - return false; -} - -#define CONVERT_LAYER_TRANSFORM_PARAM(TYPE, Name, param_name) \ - do { \ - if (net_param->layers(i).type() == V1LayerParameter_LayerType_##TYPE) { \ - Name##Parameter* layer_param = \ - net_param->mutable_layers(i)->mutable_##param_name##_param(); \ - TransformationParameter* transform_param = \ - net_param->mutable_layers(i)->mutable_transform_param(); \ - if (layer_param->has_scale()) { \ - transform_param->set_scale(layer_param->scale()); \ - layer_param->clear_scale(); \ - } \ - if (layer_param->has_mean_file()) { \ - transform_param->set_mean_file(layer_param->mean_file()); \ - layer_param->clear_mean_file(); \ - } \ - if (layer_param->has_crop_size()) { \ - transform_param->set_crop_size(layer_param->crop_size()); \ - layer_param->clear_crop_size(); \ - } \ - if (layer_param->has_mirror()) { \ - transform_param->set_mirror(layer_param->mirror()); \ - layer_param->clear_mirror(); \ - } \ - } \ - } while (0) - -void UpgradeNetDataTransformation(NetParameter* net_param) { - for (int i = 0; i < net_param->layers_size(); ++i) { - CONVERT_LAYER_TRANSFORM_PARAM(DATA, Data, data); - CONVERT_LAYER_TRANSFORM_PARAM(IMAGE_DATA, ImageData, image_data); - CONVERT_LAYER_TRANSFORM_PARAM(WINDOW_DATA, WindowData, window_data); - } -} - -bool UpgradeNetAsNeeded(const string& param_file, NetParameter* param) { - bool success = true; - if (NetNeedsV0ToV1Upgrade(*param)) { - // NetParameter was specified using the old style (V0LayerParameter); try to - // upgrade it. - LOG(ERROR) << "Attempting to upgrade input file specified using deprecated " - << "V0LayerParameter: " << param_file; - NetParameter original_param(*param); - if (!UpgradeV0Net(original_param, param)) { - success = false; - LOG(ERROR) << "Warning: had one or more problems upgrading " - << "V0NetParameter to NetParameter (see above); continuing anyway."; - } else { - LOG(INFO) << "Successfully upgraded file specified using deprecated " - << "V0LayerParameter"; - } - LOG(ERROR) << "Note that future Caffe releases will not support " - << "V0NetParameter; use ./build/tools/upgrade_net_proto_text for " - << "prototxt and ./build/tools/upgrade_net_proto_binary for model " - << "weights upgrade this and any other net protos to the new format."; - } - // NetParameter uses old style data transformation fields; try to upgrade it. - if (NetNeedsDataUpgrade(*param)) { - LOG(ERROR) << "Attempting to upgrade input file specified using deprecated " - << "transformation parameters: " << param_file; - UpgradeNetDataTransformation(param); - LOG(INFO) << "Successfully upgraded file specified using deprecated " - << "data transformation parameters."; - LOG(ERROR) << "Note that future Caffe releases will only support " - << "transform_param messages for transformation fields."; - } - if (NetNeedsV1ToV2Upgrade(*param)) { - LOG(ERROR) << "Attempting to upgrade input file specified using deprecated " - << "V1LayerParameter: " << param_file; - NetParameter original_param(*param); - if (!UpgradeV1Net(original_param, param)) { - success = false; - LOG(ERROR) << "Warning: had one or more problems upgrading " - << "V1LayerParameter (see above); continuing anyway."; - } else { - LOG(INFO) << "Successfully upgraded file specified using deprecated " - << "V1LayerParameter"; - } - } - // NetParameter uses old style batch norm layers; try to upgrade it. - if (NetNeedsBatchNormUpgrade(*param)) { - LOG(INFO) << "Attempting to upgrade batch norm layers using deprecated " - << "params: " << param_file; - UpgradeNetBatchNorm(param); - LOG(INFO) << "Successfully upgraded batch norm layers using deprecated " - << "params."; - } - return success; -} - -bool UpgradeV1Net(const NetParameter& v1_net_param, NetParameter* net_param) { - bool is_fully_compatible = true; - if (v1_net_param.layer_size() > 0) { - LOG(ERROR) << "Input NetParameter to be upgraded already specifies 'layer' " - << "fields; these will be ignored for the upgrade."; - is_fully_compatible = false; - } - net_param->CopyFrom(v1_net_param); - net_param->clear_layers(); - net_param->clear_layer(); - for (int i = 0; i < v1_net_param.layers_size(); ++i) { - if (!UpgradeV1LayerParameter(v1_net_param.layers(i), - net_param->add_layer())) { - LOG(ERROR) << "Upgrade of input layer " << i << " failed."; - is_fully_compatible = false; - } - } - return is_fully_compatible; -} - -bool NetNeedsBatchNormUpgrade(const NetParameter& net_param) { - for (int i = 0; i < net_param.layer_size(); ++i) { - // Check if BatchNorm layers declare three parameters, as required by - // the previous BatchNorm layer definition. - if (net_param.layer(i).type() == "BatchNorm" - && net_param.layer(i).param_size() == 3) { - return true; - } - } - return false; -} - -void UpgradeNetBatchNorm(NetParameter* net_param) { - for (int i = 0; i < net_param->layer_size(); ++i) { - // Check if BatchNorm layers declare three parameters, as required by - // the previous BatchNorm layer definition. - if (net_param->layer(i).type() == "BatchNorm" - && net_param->layer(i).param_size() == 3) { - net_param->mutable_layer(i)->clear_param(); - } - } -} - -bool UpgradeV1LayerParameter(const V1LayerParameter& v1_layer_param, - LayerParameter* layer_param) { - layer_param->Clear(); - bool is_fully_compatible = true; - for (int i = 0; i < v1_layer_param.bottom_size(); ++i) { - layer_param->add_bottom(v1_layer_param.bottom(i)); - } - for (int i = 0; i < v1_layer_param.top_size(); ++i) { - layer_param->add_top(v1_layer_param.top(i)); - } - if (v1_layer_param.has_name()) { - layer_param->set_name(v1_layer_param.name()); - } - for (int i = 0; i < v1_layer_param.include_size(); ++i) { - layer_param->add_include()->CopyFrom(v1_layer_param.include(i)); - } - for (int i = 0; i < v1_layer_param.exclude_size(); ++i) { - layer_param->add_exclude()->CopyFrom(v1_layer_param.exclude(i)); - } - if (v1_layer_param.has_type()) { - layer_param->set_type(UpgradeV1LayerType(v1_layer_param.type())); - } - for (int i = 0; i < v1_layer_param.blobs_size(); ++i) { - layer_param->add_blobs()->CopyFrom(v1_layer_param.blobs(i)); - } - for (int i = 0; i < v1_layer_param.param_size(); ++i) { - while (layer_param->param_size() <= i) { layer_param->add_param(); } - layer_param->mutable_param(i)->set_name(v1_layer_param.param(i)); - } - ParamSpec_DimCheckMode mode; - for (int i = 0; i < v1_layer_param.blob_share_mode_size(); ++i) { - while (layer_param->param_size() <= i) { layer_param->add_param(); } - switch (v1_layer_param.blob_share_mode(i)) { - case V1LayerParameter_DimCheckMode_STRICT: - mode = ParamSpec_DimCheckMode_STRICT; - break; - case V1LayerParameter_DimCheckMode_PERMISSIVE: - mode = ParamSpec_DimCheckMode_PERMISSIVE; - break; - default: - LOG(FATAL) << "Unknown blob_share_mode: " - << v1_layer_param.blob_share_mode(i); - break; - } - layer_param->mutable_param(i)->set_share_mode(mode); - } - for (int i = 0; i < v1_layer_param.blobs_lr_size(); ++i) { - while (layer_param->param_size() <= i) { layer_param->add_param(); } - layer_param->mutable_param(i)->set_lr_mult(v1_layer_param.blobs_lr(i)); - } - for (int i = 0; i < v1_layer_param.weight_decay_size(); ++i) { - while (layer_param->param_size() <= i) { layer_param->add_param(); } - layer_param->mutable_param(i)->set_decay_mult( - v1_layer_param.weight_decay(i)); - } - for (int i = 0; i < v1_layer_param.loss_weight_size(); ++i) { - layer_param->add_loss_weight(v1_layer_param.loss_weight(i)); - } - if (v1_layer_param.has_accuracy_param()) { - layer_param->mutable_accuracy_param()->CopyFrom( - v1_layer_param.accuracy_param()); - } - if (v1_layer_param.has_argmax_param()) { - layer_param->mutable_argmax_param()->CopyFrom( - v1_layer_param.argmax_param()); - } - if (v1_layer_param.has_concat_param()) { - layer_param->mutable_concat_param()->CopyFrom( - v1_layer_param.concat_param()); - } - if (v1_layer_param.has_contrastive_loss_param()) { - layer_param->mutable_contrastive_loss_param()->CopyFrom( - v1_layer_param.contrastive_loss_param()); - } - if (v1_layer_param.has_convolution_param()) { - layer_param->mutable_convolution_param()->CopyFrom( - v1_layer_param.convolution_param()); - } - if (v1_layer_param.has_data_param()) { - layer_param->mutable_data_param()->CopyFrom( - v1_layer_param.data_param()); - } - if (v1_layer_param.has_dropout_param()) { - layer_param->mutable_dropout_param()->CopyFrom( - v1_layer_param.dropout_param()); - } - if (v1_layer_param.has_dummy_data_param()) { - layer_param->mutable_dummy_data_param()->CopyFrom( - v1_layer_param.dummy_data_param()); - } - if (v1_layer_param.has_eltwise_param()) { - layer_param->mutable_eltwise_param()->CopyFrom( - v1_layer_param.eltwise_param()); - } - if (v1_layer_param.has_exp_param()) { - layer_param->mutable_exp_param()->CopyFrom( - v1_layer_param.exp_param()); - } - if (v1_layer_param.has_hdf5_data_param()) { - layer_param->mutable_hdf5_data_param()->CopyFrom( - v1_layer_param.hdf5_data_param()); - } - if (v1_layer_param.has_hdf5_output_param()) { - layer_param->mutable_hdf5_output_param()->CopyFrom( - v1_layer_param.hdf5_output_param()); - } - if (v1_layer_param.has_hinge_loss_param()) { - layer_param->mutable_hinge_loss_param()->CopyFrom( - v1_layer_param.hinge_loss_param()); - } - if (v1_layer_param.has_image_data_param()) { - layer_param->mutable_image_data_param()->CopyFrom( - v1_layer_param.image_data_param()); - } - if (v1_layer_param.has_infogain_loss_param()) { - layer_param->mutable_infogain_loss_param()->CopyFrom( - v1_layer_param.infogain_loss_param()); - } - if (v1_layer_param.has_inner_product_param()) { - layer_param->mutable_inner_product_param()->CopyFrom( - v1_layer_param.inner_product_param()); - } - if (v1_layer_param.has_lrn_param()) { - layer_param->mutable_lrn_param()->CopyFrom( - v1_layer_param.lrn_param()); - } - if (v1_layer_param.has_memory_data_param()) { - layer_param->mutable_memory_data_param()->CopyFrom( - v1_layer_param.memory_data_param()); - } - if (v1_layer_param.has_mvn_param()) { - layer_param->mutable_mvn_param()->CopyFrom( - v1_layer_param.mvn_param()); - } - if (v1_layer_param.has_pooling_param()) { - layer_param->mutable_pooling_param()->CopyFrom( - v1_layer_param.pooling_param()); - } - if (v1_layer_param.has_power_param()) { - layer_param->mutable_power_param()->CopyFrom( - v1_layer_param.power_param()); - } - if (v1_layer_param.has_relu_param()) { - layer_param->mutable_relu_param()->CopyFrom( - v1_layer_param.relu_param()); - } - if (v1_layer_param.has_sigmoid_param()) { - layer_param->mutable_sigmoid_param()->CopyFrom( - v1_layer_param.sigmoid_param()); - } - if (v1_layer_param.has_softmax_param()) { - layer_param->mutable_softmax_param()->CopyFrom( - v1_layer_param.softmax_param()); - } - if (v1_layer_param.has_slice_param()) { - layer_param->mutable_slice_param()->CopyFrom( - v1_layer_param.slice_param()); - } - if (v1_layer_param.has_tanh_param()) { - layer_param->mutable_tanh_param()->CopyFrom( - v1_layer_param.tanh_param()); - } - if (v1_layer_param.has_threshold_param()) { - layer_param->mutable_threshold_param()->CopyFrom( - v1_layer_param.threshold_param()); - } - if (v1_layer_param.has_window_data_param()) { - layer_param->mutable_window_data_param()->CopyFrom( - v1_layer_param.window_data_param()); - } - if (v1_layer_param.has_transform_param()) { - layer_param->mutable_transform_param()->CopyFrom( - v1_layer_param.transform_param()); - } - if (v1_layer_param.has_loss_param()) { - layer_param->mutable_loss_param()->CopyFrom( - v1_layer_param.loss_param()); - } - if (v1_layer_param.has_layer()) { - LOG(ERROR) << "Input NetParameter has V0 layer -- ignoring."; - is_fully_compatible = false; - } - return is_fully_compatible; -} - -const char* UpgradeV1LayerType(const V1LayerParameter_LayerType type) { - switch (type) { - case V1LayerParameter_LayerType_NONE: - return ""; - case V1LayerParameter_LayerType_ABSVAL: - return "AbsVal"; - case V1LayerParameter_LayerType_ACCURACY: - return "Accuracy"; - case V1LayerParameter_LayerType_ARGMAX: - return "ArgMax"; - case V1LayerParameter_LayerType_BNLL: - return "BNLL"; - case V1LayerParameter_LayerType_CONCAT: - return "Concat"; - case V1LayerParameter_LayerType_CONTRASTIVE_LOSS: - return "ContrastiveLoss"; - case V1LayerParameter_LayerType_CONVOLUTION: - return "Convolution"; - case V1LayerParameter_LayerType_DECONVOLUTION: - return "Deconvolution"; - case V1LayerParameter_LayerType_DATA: - return "Data"; - case V1LayerParameter_LayerType_DROPOUT: - return "Dropout"; - case V1LayerParameter_LayerType_DUMMY_DATA: - return "DummyData"; - case V1LayerParameter_LayerType_EUCLIDEAN_LOSS: - return "EuclideanLoss"; - case V1LayerParameter_LayerType_ELTWISE: - return "Eltwise"; - case V1LayerParameter_LayerType_EXP: - return "Exp"; - case V1LayerParameter_LayerType_FLATTEN: - return "Flatten"; - case V1LayerParameter_LayerType_HDF5_DATA: - return "HDF5Data"; - case V1LayerParameter_LayerType_HDF5_OUTPUT: - return "HDF5Output"; - case V1LayerParameter_LayerType_HINGE_LOSS: - return "HingeLoss"; - case V1LayerParameter_LayerType_IM2COL: - return "Im2col"; - case V1LayerParameter_LayerType_IMAGE_DATA: - return "ImageData"; - case V1LayerParameter_LayerType_INFOGAIN_LOSS: - return "InfogainLoss"; - case V1LayerParameter_LayerType_INNER_PRODUCT: - return "InnerProduct"; - case V1LayerParameter_LayerType_LRN: - return "LRN"; - case V1LayerParameter_LayerType_MEMORY_DATA: - return "MemoryData"; - case V1LayerParameter_LayerType_MULTINOMIAL_LOGISTIC_LOSS: - return "MultinomialLogisticLoss"; - case V1LayerParameter_LayerType_MVN: - return "MVN"; - case V1LayerParameter_LayerType_POOLING: - return "Pooling"; - case V1LayerParameter_LayerType_POWER: - return "Power"; - case V1LayerParameter_LayerType_RELU: - return "ReLU"; - case V1LayerParameter_LayerType_SIGMOID: - return "Sigmoid"; - case V1LayerParameter_LayerType_SIGMOID_CROSS_ENTROPY_LOSS: - return "SigmoidCrossEntropyLoss"; - case V1LayerParameter_LayerType_SILENCE: - return "Silence"; - case V1LayerParameter_LayerType_SOFTMAX: - return "Softmax"; - case V1LayerParameter_LayerType_SOFTMAX_LOSS: - return "SoftmaxWithLoss"; - case V1LayerParameter_LayerType_SPLIT: - return "Split"; - case V1LayerParameter_LayerType_SLICE: - return "Slice"; - case V1LayerParameter_LayerType_TANH: - return "TanH"; - case V1LayerParameter_LayerType_WINDOW_DATA: - return "WindowData"; - case V1LayerParameter_LayerType_THRESHOLD: - return "Threshold"; - default: - LOG(FATAL) << "Unknown V1LayerParameter layer type: " << type; - return ""; - } -} - -const int kProtoReadBytesLimit = INT_MAX; // Max size of 2 GB minus 1 byte. - -bool ReadProtoFromTextFile(const char* filename, Message* proto) { - std::ifstream fs(filename, std::ifstream::in); - CHECK(fs.is_open()) << "Can't open \"" << filename << "\""; - IstreamInputStream input(&fs); - bool success = google::protobuf::TextFormat::Parse(&input, proto); - fs.close(); - return success; -} - -bool ReadProtoFromBinaryFile(const char* filename, Message* proto) { - std::ifstream fs(filename, std::ifstream::in | std::ifstream::binary); - CHECK(fs.is_open()) << "Can't open \"" << filename << "\""; - ZeroCopyInputStream* raw_input = new IstreamInputStream(&fs); - CodedInputStream* coded_input = new CodedInputStream(raw_input); - coded_input->SetTotalBytesLimit(kProtoReadBytesLimit, 536870912); - - bool success = proto->ParseFromCodedStream(coded_input); - - delete coded_input; - delete raw_input; - fs.close(); - return success; -} - -void ReadNetParamsFromTextFileOrDie(const char* param_file, - NetParameter* param) { - CHECK(ReadProtoFromTextFile(param_file, param)) - << "Failed to parse NetParameter file: " << param_file; - UpgradeNetAsNeeded(param_file, param); -} - -void ReadNetParamsFromBinaryFileOrDie(const char* param_file, - NetParameter* param) { - CHECK(ReadProtoFromBinaryFile(param_file, param)) - << "Failed to parse NetParameter file: " << param_file; - UpgradeNetAsNeeded(param_file, param); -} - -} -} -#endif diff --git a/modules/dnn/src/caffe/caffe_io.hpp b/modules/dnn/src/caffe/caffe_io.hpp deleted file mode 100644 index fa1661289..000000000 --- a/modules/dnn/src/caffe/caffe_io.hpp +++ /dev/null @@ -1,108 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -/*M/////////////////////////////////////////////////////////////////////////////////////// -//COPYRIGHT -// -//All contributions by the University of California: -//Copyright (c) 2014, The Regents of the University of California (Regents) -//All rights reserved. -// -//All other contributions: -//Copyright (c) 2014, the respective contributors -//All rights reserved. -// -//Caffe uses a shared copyright model: each contributor holds copyright over -//their contributions to Caffe. The project versioning records all such -//contribution and copyright details. If a contributor wants to further mark -//their specific copyright on a particular contribution, they should indicate -//their copyright solely in the commit message of the change when it is -//committed. -// -//LICENSE -// -//Redistribution and use in source and binary forms, with or without -//modification, are permitted provided that the following conditions are met: -// -//1. Redistributions of source code must retain the above copyright notice, this -// list of conditions and the following disclaimer. -//2. Redistributions in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -//THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND -//ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED -//WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE -//DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR -//ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES -//(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; -//LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND -//ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT -//(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS -//SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. -// -//CONTRIBUTION AGREEMENT -// -//By contributing to the BVLC/caffe repository through pull-request, comment, -//or otherwise, the contributor releases their content to the -//license and copyright terms herein. -// -//M*/ - -#ifndef __OPENCV_DNN_CAFFE_IO_HPP__ -#define __OPENCV_DNN_CAFFE_IO_HPP__ -#if HAVE_PROTOBUF - -#include "caffe.pb.h" - -namespace cv { -namespace dnn { - -// Read parameters from a file into a NetParameter proto message. -void ReadNetParamsFromTextFileOrDie(const char* param_file, - caffe::NetParameter* param); -void ReadNetParamsFromBinaryFileOrDie(const char* param_file, - caffe::NetParameter* param); - -} -} -#endif -#endif diff --git a/modules/dnn/src/caffe/glog_emulator.hpp b/modules/dnn/src/caffe/glog_emulator.hpp deleted file mode 100644 index 5f674e415..000000000 --- a/modules/dnn/src/caffe/glog_emulator.hpp +++ /dev/null @@ -1,104 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -#ifndef __OPENCV_DNN_CAFFE_GLOG_EMULATOR_HPP__ -#define __OPENCV_DNN_CAFFE_GLOG_EMULATOR_HPP__ -#include -#include -#include -#include - -#define CHECK(cond) for(cv::dnn::GLogWrapper _logger(__FILE__, CV_Func, __LINE__, "CHECK", #cond, cond); _logger.exit(); _logger.check()) _logger.stream() -#define CHECK_EQ(a, b) for(cv::dnn::GLogWrapper _logger(__FILE__, CV_Func, __LINE__, "CHECK", #a"="#b, ((a) == (b))); _logger.exit(); _logger.check()) _logger.stream() -#define LOG(TYPE) for(cv::dnn::GLogWrapper _logger(__FILE__, CV_Func, __LINE__, #TYPE); _logger.exit(); _logger.check()) _logger.stream() - -namespace cv -{ -namespace dnn -{ - -class GLogWrapper -{ - const char *file, *func, *type, *cond_str; - int line; - bool cond_staus, exit_loop; - std::stringstream sstream; - -public: - - GLogWrapper(const char *_file, const char *_func, int _line, - const char *_type, - const char *_cond_str = NULL, bool _cond_status = true - ) : - file(_file), func(_func), type(_type), cond_str(_cond_str), - line(_line), cond_staus(_cond_status), exit_loop(true) {} - - std::iostream &stream() - { - return sstream; - } - - bool exit() - { - return exit_loop; - } - - void check() - { - exit_loop = false; - - if (cond_str && !cond_staus) - { - cv::error(cv::Error::StsError, "FAILED: " + String(cond_str) + ". " + sstream.str(), func, file, line); - } - else if (!cond_str && strcmp(type, "CHECK")) - { - if (!std::strcmp(type, "INFO")) - std::cout << sstream.str() << std::endl; - else - std::cerr << sstream.str() << std::endl; - } - } -}; - -} -} -#endif diff --git a/modules/dnn/src/dnn.cpp b/modules/dnn/src/dnn.cpp deleted file mode 100644 index 4e5480817..000000000 --- a/modules/dnn/src/dnn.cpp +++ /dev/null @@ -1,2001 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -#include "precomp.hpp" -#include "op_halide.hpp" -#include "halide_scheduler.hpp" -#include -#include -#include -#include -#include -#include -#include - -using namespace cv; -using namespace cv::dnn; - -using std::vector; -using std::map; -using std::make_pair; -using std::set; - -namespace -{ - typedef std::vector ShapesVec; - - struct LayerShapes - { - ShapesVec in, out, internal; - // No guarantees that layer which support in-place computations - // will be computed in-place (input.data_ptr == output.data_ptr). - // If layer said that it could work in-place and layers after it - // no longer use input blob, we'll set output = input. - bool supportInPlace; - LayerShapes() {supportInPlace = false;} - }; -} - -namespace cv -{ -namespace dnn -{ - -template -static String toString(const T &v) -{ - std::ostringstream ss; - ss << v; - return ss.str(); -} - -Mat blobFromImage(const Mat& image, double scalefactor, const Size& size, - const Scalar& mean, bool swapRB) -{ - std::vector images(1, image); - return blobFromImages(images, scalefactor, size, mean, swapRB); -} - -Mat blobFromImages(const std::vector& images_, double scalefactor, Size size, - const Scalar& mean_, bool swapRB) -{ - std::vector images = images_; - for (int i = 0; i < images.size(); i++) - { - Size imgSize = images[i].size(); - if (size == Size()) - size = imgSize; - if (size != imgSize) - { - float resizeFactor = std::max(size.width / (float)imgSize.width, - size.height / (float)imgSize.height); - resize(images[i], images[i], Size(), resizeFactor, resizeFactor); - Rect crop(Point(0.5 * (images[i].cols - size.width), - 0.5 * (images[i].rows - size.height)), - size); - images[i] = images[i](crop); - } - if(images[i].depth() == CV_8U) - images[i].convertTo(images[i], CV_32F); - Scalar mean = mean_; - if (swapRB) - std::swap(mean[0], mean[2]); - - images[i] -= mean; - images[i] *= scalefactor; - } - - size_t i, nimages = images.size(); - if(nimages == 0) - return Mat(); - Mat image0 = images[0]; - int nch = image0.channels(); - CV_Assert(image0.dims == 2); - Mat blob, image; - if (nch == 3 || nch == 4) - { - int sz[] = { (int)nimages, 3, image0.rows, image0.cols }; - blob = Mat(4, sz, CV_32F); - Mat ch[4]; - - for( i = 0; i < nimages; i++ ) - { - image = images[i]; - CV_Assert(image.depth() == CV_32F); - nch = image.channels(); - CV_Assert(image.dims == 2 && (nch == 3 || nch == 4)); - CV_Assert(image.size() == image0.size()); - - for( int j = 0; j < 3; j++ ) - ch[j] = Mat(image.rows, image.cols, CV_32F, blob.ptr((int)i, j)); - if(swapRB) - std::swap(ch[0], ch[2]); - split(image, ch); - } - } - else - { - CV_Assert(nch == 1); - int sz[] = { (int)nimages, 1, image0.rows, image0.cols }; - blob = Mat(4, sz, CV_32F); - - for( i = 0; i < nimages; i++ ) - { - Mat image = images[i]; - CV_Assert(image.depth() == CV_32F); - nch = image.channels(); - CV_Assert(image.dims == 2 && (nch == 1)); - CV_Assert(image.size() == image0.size()); - - image.copyTo(Mat(image.rows, image.cols, CV_32F, blob.ptr((int)i, 0))); - } - } - return blob; -} - -struct LayerPin -{ - int lid; - int oid; - - LayerPin(int layerId = -1, int outputId = -1) - : lid(layerId), oid(outputId) {} - - bool valid() const - { - return (lid >= 0 && oid >= 0); - } - - bool equal(const LayerPin &r) const - { - return (lid == r.lid && oid == r.oid); - } - - bool operator<(const LayerPin &r) const - { - return lid < r.lid || lid == r.lid && oid < r.oid; - } - - bool operator ==(const LayerPin &r) const - { - return lid == r.lid && oid == r.oid; - } -}; - -// Objects of this class manages wrappers. For every CPU memory pointer and shape -// one and only wrapper. Now it support wrapping for single backend and target. -class BackendWrapManager -{ -public: - Ptr wrap(const Mat& m, int backendId, int targetId) - { - CV_Assert(backendId != DNN_BACKEND_DEFAULT); - - std::map >::iterator hostsIt; - // Check that the same CPU memory was previously wrapped. - hostsIt = hostWrappers.find(m.data); - if (hostsIt == hostWrappers.end()) - { - // If not wrapped before. - return (hostWrappers[m.data] = wrapHost(m, backendId, targetId)); - } - else - { - // Find if wrapper of this host and shape was created before. - std::map, Ptr >::iterator it; - std::pair key(m.data, m.size); - it = extraWrappers.find(key); - if (it == extraWrappers.end()) - { - MatShape shape(m.dims); - for (int i = 0; i < m.dims; ++i) - shape[i] = m.size.p[i]; - return (extraWrappers[key] = wrapUser(hostsIt->second, shape)); - } - else - return it->second; - } - } - - std::vector > wrap(const std::vector& mats, - int backendId, int targetId) - { - const int num = mats.size(); - std::vector > dst(num); - for (int i = 0; i < num; ++i) - { - dst[i] = wrap(*mats[i], backendId, targetId); - } - return dst; - } - - std::vector > wrap(const std::vector& mats, - int backendId, int targetId) - { - const int num = mats.size(); - std::vector > dst(num); - for (int i = 0; i < num; ++i) - { - dst[i] = wrap(mats[i], backendId, targetId); - } - return dst; - } - - void reset() - { - hostWrappers.clear(); - extraWrappers.clear(); - } - -private: - // Backend-specific wrapping function. - Ptr wrapHost(const Mat& m, int backendId, int targetId) - { - if (backendId == DNN_BACKEND_DEFAULT) - { - return Ptr(); - } - else if (backendId == DNN_BACKEND_HALIDE) - { - CV_Assert(haveHalide()); -#ifdef HAVE_HALIDE - return Ptr(new HalideBackendWrapper(targetId, m)); -#endif // HAVE_HALIDE - } - else - { - CV_Error(Error::StsNotImplemented, "Unknown backend identifier"); - } - return Ptr(); - } - - // Backend-specific wrapping function. - Ptr wrapUser(const Ptr& host, const MatShape& shape) - { - int backendId = host->backendId; - if (backendId == DNN_BACKEND_DEFAULT) - { - return Ptr(); - } - else if (backendId == DNN_BACKEND_HALIDE) - { - CV_Assert(haveHalide()); -#ifdef HAVE_HALIDE - return Ptr(new HalideBackendWrapper(host, shape)); -#endif // HAVE_HALIDE - } - else - { - CV_Error(Error::StsNotImplemented, "Unknown backend identifier"); - } - return Ptr(); - } - - // Wrappers that initialized for memory hosts (first wrapping of CPU data). - std::map > hostWrappers; - // The rest of wrappers. They initialized for non-host cv::Mat. - std::map, Ptr > extraWrappers; -}; - -struct LayerData -{ - LayerData() {} - LayerData(int _id, const String &_name, const String &_type, LayerParams &_params) - : id(_id), name(_name), type(_type), params(_params) - { - //add logging info - params.name = name; - params.type = type; - } - - int id; - String name; - String type; - LayerParams params; - - std::vector inputBlobsId; - std::set inputLayersId; - std::set requiredOutputs; - std::vector consumers; - - Ptr layerInstance; - std::vector outputBlobs; - std::vector inputBlobs; - std::vector internals; - // Computation nodes of implemented backends (except DEFAULT). - std::map > backendNodes; - // Flag for skip layer computation for specific backend. - std::map skipFlags; - - int flag; - - Ptr getLayerInstance() - { - if (layerInstance) - return layerInstance; - - layerInstance = LayerFactory::createLayerInstance(type, params); - if (!layerInstance) - { - CV_Error(Error::StsError, "Can't create layer \"" + name + "\" of type \"" + type + "\""); - } - - return layerInstance; - } -}; - -//fake layer containing network input blobs -struct DataLayer : public Layer -{ - void finalize(const std::vector&, std::vector&) {} - void forward(std::vector&, std::vector&, std::vector &) {} - - int outputNameToIndex(String tgtName) - { - int idx = (int)(std::find(outNames.begin(), outNames.end(), tgtName) - outNames.begin()); - return (idx < (int)outNames.size()) ? idx : -1; - } - - void setNames(const std::vector &names) - { - outNames.assign(names.begin(), names.end()); - } - -private: - std::vector outNames; -}; - -struct BlobManager -{ -public: - // Increase references counter to layer output. - void addReference(const LayerPin& lp) - { - std::map::iterator it = refCounter.find(lp); - if (it == refCounter.end()) - refCounter[lp] = 1; - else - it->second += 1; - } - - void addReferences(const std::vector& pins) - { - for (int i = 0; i < pins.size(); i++) - { - addReference(pins[i]); - } - } - - // Returns number of references to allocated memory that used in specific - // layer blob. - int numReferences(const LayerPin& lp) - { - std::map::iterator mapIt = reuseMap.find(lp); - CV_Assert(mapIt != reuseMap.end()); - LayerPin memHost = mapIt->second; - - std::map::iterator refIt = refCounter.find(memHost); - CV_Assert(refIt != refCounter.end()); - return refIt->second; - } - - // Reuse data allocated in inside the blob. - void reuse(const LayerPin& host, const LayerPin& user) - { - CV_Assert(reuseMap.find(user) == reuseMap.end()); - CV_Assert(reuseMap.find(host) != reuseMap.end()); - LayerPin memHost = reuseMap[host]; - reuseMap[user] = memHost; - if (refCounter.find(memHost) != refCounter.end()) - { - std::map::iterator userRefIt = refCounter.find(user); - if (userRefIt != refCounter.end()) - { - refCounter[memHost] += userRefIt->second; - refCounter.erase(userRefIt); - } - else - refCounter[memHost] += 1; - } - } - - // Decrease references counter to allocated memory inside specific blob. - void releaseReference(const LayerPin& lp) - { - std::map::iterator mapIt = reuseMap.find(lp); - CV_Assert(mapIt != reuseMap.end()); - - std::map::iterator refIt = refCounter.find(mapIt->second); - CV_Assert(refIt != refCounter.end()); - CV_Assert(refIt->second > 0); - refIt->second -= 1; - } - - void releaseReferences(const std::vector& pins) - { - for (int i = 0; i < pins.size(); i++) - { - releaseReference(pins[i]); - } - } - - void reuseOrCreate(const MatShape& shape, const LayerPin& lp, Mat& dst) - { - std::map::iterator hostIt; - std::map::iterator refIt; - - const int targetTotal = total(shape); - Mat bestBlob; - int bestBlobTotal = INT_MAX; - LayerPin bestBlobPin; - for (hostIt = memHosts.begin(); hostIt != memHosts.end(); ++hostIt) - { - refIt = refCounter.find(hostIt->first); - // Use only blobs that had references before because if not, - // it might be used as output. - if (refIt != refCounter.end() && refIt->second == 0) - { - Mat& unusedBlob = hostIt->second; - if (unusedBlob.total() >= targetTotal && - unusedBlob.total() < bestBlobTotal) - { - bestBlobPin = hostIt->first; - bestBlob = unusedBlob; - bestBlobTotal = unusedBlob.total(); - } - } - } - if (!bestBlob.empty()) - { - reuse(bestBlobPin, lp); - dst = Mat(shape, CV_32F, bestBlob.data); - } - else - { - // if dst already has been allocated with total(shape) elements, - // it won't be recrreated and pointer of dst.data remains the same. - dst.create(shape, CV_32F); - addHost(lp, dst); - } - } - - void allocateBlobsForLayer(LayerData &ld, const LayerShapes& layerShapes, - std::vector& pinsForInternalBlobs) - { - pinsForInternalBlobs.clear(); - - std::vector& outputBlobs = ld.outputBlobs, - &internalBlobs = ld.internals; - - const ShapesVec& outShapes = layerShapes.out, - internalShapes = layerShapes.internal; - - outputBlobs.resize(std::max((size_t)1, outShapes.size())); //layer produce at least one output blob - internalBlobs.resize(internalShapes.size()); - - CV_Assert(ld.requiredOutputs.size() <= outShapes.size()); - - // Check that layer could work in-place. - bool inPlace = false; - if (layerShapes.supportInPlace) - { - if (ld.inputBlobs.size() == 1) - { - // Get number of references to the input memory. - int numRef = numReferences(ld.inputBlobsId[0]); - // If current layer is one and only customer of this blob. - inPlace = numRef == 1; - } - } - - ShapesVec shapes(outShapes); - shapes.insert(shapes.end(), internalShapes.begin(), internalShapes.end()); - std::vector blobs; - for(int i = 0; i < outputBlobs.size(); i++) - { - blobs.push_back(&outputBlobs[i]); - } - - for(int i = 0; i < internalBlobs.size(); i++) - { - blobs.push_back(&internalBlobs[i]); - if (total(internalShapes[i])) - { - pinsForInternalBlobs.push_back(LayerPin(ld.id, ld.outputBlobs.size() + i)); - } - } - - addReferences(pinsForInternalBlobs); - - std::map > idxSizes; - for(int i = 0; i < shapes.size(); i++) - { - idxSizes[total(shapes[i])].push_back(i); - } - - std::map >::reverse_iterator it; - for(it = idxSizes.rbegin(); it != idxSizes.rend(); it++) - { - for(int j = 0; j < it->second.size(); j++) - { - int index = it->second[j]; - if (total(shapes[index])) - { - LayerPin blobPin(ld.id, index); - if (index < outShapes.size() && inPlace) - { - CV_Assert(ld.inputBlobs[0]->total() == total(shapes[index])); - ld.outputBlobs[index] = ld.inputBlobs[0]->reshape(1, shapes[index]); - reuse(ld.inputBlobsId[0], blobPin); - } - else - { - reuseOrCreate(shapes[index], blobPin, *blobs[index]); - } - } - } - } - } - - // Clear internal state. Calls before an every reallocation. - void reset() - { - refCounter.clear(); - reuseMap.clear(); - memHosts.clear(); - } - -private: - // Register allocated memory. - void addHost(const LayerPin& lp, const Mat& mat) - { - CV_Assert(memHosts.find(lp) == memHosts.end()); - reuseMap[lp] = lp; - memHosts[lp] = mat; - } - - std::map refCounter; - // Maps pin to origin blob (for whom memory was allocated firstly). - // For origin blobs key == value. - std::map reuseMap; - std::map memHosts; -}; - -struct Net::Impl -{ - typedef std::map LayersShapesMap; - typedef std::map MapIdToLayerData; - - Impl() - { - //allocate fake net input layer - netInputLayer = Ptr(new DataLayer()); - LayerData &inpl = layers.insert( make_pair(0, LayerData()) ).first->second; - inpl.id = 0; - inpl.name = "_input"; - inpl.type = "__NetInputLayer__"; - inpl.layerInstance = netInputLayer; - layerNameToId.insert(std::make_pair(inpl.name, inpl.id)); - - lastLayerId = 1; - netWasAllocated = false; - preferableBackend = DNN_BACKEND_DEFAULT; - preferableTarget = DNN_TARGET_CPU; - } - - Ptr netInputLayer; - std::vector netOutputs; - std::vector blobsToKeep; - MapIdToLayerData layers; - std::map layerNameToId; - BlobManager blobManager; - int preferableBackend; - int preferableTarget; - String halideConfigFile; - // Backend-specific wrapping manager. - BackendWrapManager backendWrapper; - - int lastLayerId; - - bool netWasAllocated; - - void compileHalide() - { - CV_Assert(preferableBackend == DNN_BACKEND_HALIDE); - - HalideScheduler scheduler(halideConfigFile); - MapIdToLayerData::iterator it; - for (it = layers.begin(); it != layers.end(); ++it) - { - LayerData &ld = it->second; - Ptr layer = ld.layerInstance; - if (layer->supportBackend(DNN_BACKEND_HALIDE) && !ld.skipFlags[DNN_BACKEND_HALIDE]) - { - CV_Assert(!ld.backendNodes[DNN_BACKEND_HALIDE].empty()); - bool scheduled = scheduler.process(ld.backendNodes[DNN_BACKEND_HALIDE]); - if (!scheduled) - { - // Use automatic scheduling provided by layer. - layer->applyHalideScheduler(ld.backendNodes[DNN_BACKEND_HALIDE], - ld.inputBlobs, ld.outputBlobs, - preferableTarget); - } - dnn::compileHalide(ld.outputBlobs, ld.backendNodes[DNN_BACKEND_HALIDE], - preferableTarget); - } - } - } - - void clear() - { - MapIdToLayerData::iterator it; - for (it = layers.begin(); it != layers.end(); it++) - { - if (it->second.id != 0) { - it->second.outputBlobs.clear(); - it->second.internals.clear(); - } - it->second.skipFlags.clear(); - it->second.consumers.clear(); - Ptr convLayer = it->second.layerInstance.dynamicCast(); - - if( !convLayer.empty() ) - { - convLayer->setActivation(Ptr()); - convLayer->setBatchNorm(Ptr()); - } - - Ptr poolingLayer = it->second.layerInstance.dynamicCast(); - if( !poolingLayer.empty() ) - { - poolingLayer->computeMaxIdx = true; - } - } - } - - - void setUpNet(const std::vector& blobsToKeep_ = std::vector()) - { - if (!netWasAllocated || this->blobsToKeep != blobsToKeep_) - { - clear(); - - allocateLayers(blobsToKeep_); - computeNetOutputLayers(); - initBackend(); - - if (!netWasAllocated ) - { - // If user didn't call compileHalide() between - // setPreferableBackend(DNN_BACKEND_HALIDE) and forward(). - if (preferableBackend == DNN_BACKEND_HALIDE) - compileHalide(); - } - - netWasAllocated = true; - this->blobsToKeep = blobsToKeep_; - } - } - - int getLayerId(const String &layerName) - { - std::map::iterator it = layerNameToId.find(layerName); - return (it != layerNameToId.end()) ? it->second : -1; - } - - int getLayerId(int id) - { - MapIdToLayerData::iterator it = layers.find(id); - return (it != layers.end()) ? id : -1; - } - - int getLayerId(DictValue &layerDesc) - { - if (layerDesc.isInt()) - return getLayerId(layerDesc.get()); - else if (layerDesc.isString()) - return getLayerId(layerDesc.get()); - - CV_Assert(layerDesc.isInt() || layerDesc.isString()); - return -1; - } - - String getLayerName(int id) - { - MapIdToLayerData::iterator it = layers.find(id); - return (it != layers.end()) ? it->second.name : "(unknown layer)"; - } - - LayerData& getLayerData(int id) - { - MapIdToLayerData::iterator it = layers.find(id); - - if (it == layers.end()) - CV_Error(Error::StsObjectNotFound, format("Layer with requested id=%d not found", id)); - - return it->second; - } - - LayerData& getLayerData(const String &layerName) - { - int id = getLayerId(layerName); - - if (id < 0) - CV_Error(Error::StsError, "Requsted layer \"" + layerName + "\" not found"); - - return getLayerData(id); - } - - LayerData& getLayerData(const DictValue &layerDesc) - { - if (layerDesc.isInt()) - return getLayerData(layerDesc.get()); - else if (layerDesc.isString()) - return getLayerData(layerDesc.get()); - - CV_Assert(layerDesc.isInt() || layerDesc.isString()); - return *((LayerData*)NULL); - } - - static void addLayerInput(LayerData &ld, int inNum, LayerPin from) - { - if ((int)ld.inputBlobsId.size() <= inNum) - { - ld.inputBlobsId.resize(inNum + 1); - } - else - { - LayerPin storedFrom = ld.inputBlobsId[inNum]; - if (storedFrom.valid() && !storedFrom.equal(from)) - CV_Error(Error::StsError, "Input #" + toString(inNum) + "of layer \"" + ld.name + "\" already was connected"); - } - - ld.inputBlobsId[inNum] = from; - } - - static void splitPin(const String &pinAlias, String &layerName, String &outName) - { - size_t delimPos = pinAlias.find('.'); - layerName = pinAlias.substr(0, delimPos); - outName = (delimPos == String::npos) ? String() : pinAlias.substr(delimPos + 1); - } - - int resolvePinOutputName(LayerData &ld, const String &outName) - { - if (outName.empty()) - return 0; - - if (std::isdigit(outName[0])) - { - char *lastChar; - long inum = std::strtol(outName.c_str(), &lastChar, 10); - - if (*lastChar == 0) - { - CV_Assert(inum == (int)inum); - return (int)inum; - } - } - - return ld.getLayerInstance()->outputNameToIndex(outName); - } - - LayerPin getPinByAlias(const String &pinAlias) - { - LayerPin pin; - String layerName, outName; - splitPin(pinAlias, layerName, outName); - - pin.lid = (layerName.empty()) ? 0 : getLayerId(layerName); - - if (pin.lid >= 0) - pin.oid = resolvePinOutputName(getLayerData(pin.lid), outName); - - return pin; - } - - std::vector getLayerOutPins(const String &pinAlias) - { - String layerName, outName; - splitPin(pinAlias, layerName, outName); - - int lid = (layerName.empty()) ? 0 : getLayerId(layerName); - - std::vector pins; - - for (int i = 0; i < layers[lid].outputBlobs.size(); i++) - { - pins.push_back(LayerPin(lid, i)); - } - - return pins; - } - - void connect(int outLayerId, int outNum, int inLayerId, int inNum) - { - CV_Assert(outLayerId < inLayerId); - LayerData &ldOut = getLayerData(outLayerId); - LayerData &ldInp = getLayerData(inLayerId); - - addLayerInput(ldInp, inNum, LayerPin(outLayerId, outNum)); - ldOut.requiredOutputs.insert(outNum); - ldOut.consumers.push_back(LayerPin(inLayerId, outNum)); - } - - void computeNetOutputLayers() - { - netOutputs.clear(); - - MapIdToLayerData::iterator it; - for (it = layers.begin(); it != layers.end(); it++) - { - int lid = it->first; - LayerData &ld = it->second; - - if (ld.requiredOutputs.size() == 0) - netOutputs.push_back(lid); - } - - #ifndef NDEBUG - std::cout << "\nNet Outputs(" << netOutputs.size() << "):\n"; - for (size_t i = 0; i < netOutputs.size(); i++) - std::cout << layers[netOutputs[i]].name << "\n"; - #endif - } - - void initBackend() - { - backendWrapper.reset(); - if (preferableBackend == DNN_BACKEND_DEFAULT) - { - CV_Assert(preferableTarget == DNN_TARGET_CPU); - return; - } - - // Iterator to current layer. - MapIdToLayerData::iterator it = layers.begin(); - // Iterator to base layer for fusion. In example, in case of conv+bn+relu - // it'll be a conv layer. - MapIdToLayerData::iterator baseIt = layers.begin(); - for (; it != layers.end(); it++) - { - LayerData &ldTop = it->second; - Ptr layerTop = ldTop.layerInstance; - if (!layerTop->supportBackend(preferableBackend)) - { - // Move base iterator to layer that don't support preferable - // backend to prevent fusion over layer of different backend. - baseIt = it; - continue; - } - // Try to do layers fusion. - LayerData &ldBot = baseIt->second; - Ptr layerBot = ldBot.layerInstance; - // 1. Check that bottom and top from the same backends. - if (it != layers.begin() && layerBot->supportBackend(preferableBackend)) - { - // 2. Check that current layer works in-place. - bool inPlace = ldTop.inputBlobs.size() == 1 && - ldBot.outputBlobs.size() == 1 && - ldTop.inputBlobs[0]->data == - ldBot.outputBlobs[0].data; - if (inPlace) - { - // 3. Try to attach node. - CV_Assert(!ldBot.backendNodes[preferableBackend].empty()); - Ptr fusedNode = - layerTop->tryAttach(ldBot.backendNodes[preferableBackend]); - if (!fusedNode.empty()) - { - ldTop.skipFlags[preferableBackend] = true; - ldBot.backendNodes[preferableBackend] = fusedNode; - continue; - } - } - } - // No layers fusion. - ldTop.skipFlags[preferableBackend] = false; - std::vector > inputs = - backendWrapper.wrap(ldTop.inputBlobs, preferableBackend, - preferableTarget); - if (preferableBackend == DNN_BACKEND_HALIDE) - { - ldTop.backendNodes[DNN_BACKEND_HALIDE] = layerTop->initHalide(inputs); - baseIt = it; - } - else - { - CV_Error(Error::StsNotImplemented, "Unknown backend identifier"); - } - } - } - - #define CV_RETHROW_ERROR(err, newmsg)\ - cv::error(err.code, newmsg, err.func.c_str(), err.file.c_str(), err.line) - - void allocateLayer(int lid, const LayersShapesMap& layersShapes) - { - LayerData &ld = layers[lid]; - - //already allocated - if (ld.flag) - return; - - size_t ninputs = ld.inputBlobsId.size(); -#if 0 - printf("layer %s:", ld.name.c_str()); - for (size_t i = 0; i < ninputs; i++) - { - int inp_lid = ld.inputBlobsId[i].lid; - LayerData &inp_ld = layers[inp_lid]; - int inp_outputs = (int)inp_ld.outputBlobs.size(); - std::cout << " " << inp_ld.name << "(" << inp_outputs; - - for( int j = 0; j < inp_outputs; j++ ) - { - std::cout << (j == 0 ? ": " : ", ") << inp_ld.outputBlobs[j].size; - } - std::cout << ")"; - } - printf("\n"); -#endif - - //determine parent layers - for (size_t i = 0; i < ninputs; i++) - ld.inputLayersId.insert(ld.inputBlobsId[i].lid); - - //allocate parents - for (set::iterator i = ld.inputLayersId.begin(); i != ld.inputLayersId.end(); i++) - allocateLayer(*i, layersShapes); - - //bind inputs - ld.inputBlobs.resize(ninputs); - for (size_t i = 0; i < ninputs; i++) - { - LayerPin from = ld.inputBlobsId[i]; - CV_Assert(from.valid()); - CV_DbgAssert(layers.count(from.lid) && (int)layers[from.lid].outputBlobs.size() > from.oid); - ld.inputBlobs[i] = &layers[from.lid].outputBlobs[from.oid]; - } - - LayersShapesMap::const_iterator layerShapesIt = layersShapes.find(lid); - - CV_Assert(layerShapesIt != layersShapes.end()); - - std::vector pinsForInternalBlobs; - blobManager.allocateBlobsForLayer(ld, layerShapesIt->second, pinsForInternalBlobs); - - Ptr layerPtr = ld.getLayerInstance(); - { - layerPtr->finalize(ld.inputBlobs, ld.outputBlobs); -#if 0 - std::cout << "\toutputs:"; - size_t noutputs = ld.outputBlobs.size(); - for (size_t j = 0; j < noutputs; j++) - { - std::cout << (j == 0 ? " " : ", ") << ld.outputBlobs[j].size; - } - std::cout << "\n"; -#endif - } - - // After allocation of layer, we decrease counters to it's input blobs. - blobManager.releaseReferences(ld.inputBlobsId); - blobManager.releaseReferences(pinsForInternalBlobs); - - ld.flag = 1; - } - - void fuseLayers(const std::vector& blobsToKeep_) - { - // scan through all the layers. If there is convolution layer followed by the activation layer, - // we try to embed this activation into the convolution and disable separate execution of the activation - std::vector outnames; - std::set pinsToKeep(blobsToKeep_.begin(), - blobsToKeep_.end()); - MapIdToLayerData::iterator it; - for (it = layers.begin(); it != layers.end(); it++) - { - int lid = it->first; - LayerData& ld = layers[lid]; - if( ld.skipFlags[DNN_BACKEND_DEFAULT] ) - { - continue; - } - if( ld.consumers.size() == 0 ) - outnames.push_back(ld.layerInstance->name); - Ptr convLayer = ld.layerInstance.dynamicCast(); - LayerPin lp(lid, 0); - if( !convLayer.empty() && ld.consumers.size() == 1 && - pinsToKeep.count(lp) == 0 ) - { - LayerData* nextData = &layers[ld.consumers[0].lid]; - Ptr nextBNormLayer = - nextData->layerInstance.dynamicCast(); - LayerPin lpNext(ld.consumers[0].lid, 0); - if( !nextBNormLayer.empty() && pinsToKeep.count(lpNext) == 0 ) - { - LayerData* bnormData = nextData; - nextData = 0; - if( convLayer->setBatchNorm(nextBNormLayer) ) - { - bnormData->skipFlags[DNN_BACKEND_DEFAULT] = true; - ld.outputBlobs = layers[lpNext.lid].outputBlobs; - if( bnormData->consumers.size() == 1 ) - nextData = &layers[bnormData->consumers[0].lid]; - } - } - - Ptr nextActivLayer; - if( nextData ) - nextActivLayer = nextData->layerInstance.dynamicCast(); - - if( !nextActivLayer.empty() && convLayer->setActivation(nextActivLayer) ) - { - nextData->skipFlags[DNN_BACKEND_DEFAULT] = true; - ld.outputBlobs = layers[lpNext.lid].outputBlobs; - } - } - Ptr poolingLayer = ld.layerInstance.dynamicCast(); - if( !poolingLayer.empty() && !ld.consumers.empty() ) - { - size_t i = 0, nconsumers = ld.consumers.size(); - for( ; i < nconsumers; i++ ) - if( ld.consumers[i].oid > 0 ) - break; - // if there is no layer that takes the second output pin of the pooling layer - // on input then we don't need to compute the indices - if( i >= nconsumers ) - poolingLayer->computeMaxIdx = false; - } - } - } - - void allocateLayers(const std::vector& blobsToKeep_) - { - MapIdToLayerData::iterator it; - for (it = layers.begin(); it != layers.end(); it++) - it->second.flag = 0; - - CV_Assert(!layers[0].outputBlobs.empty()); - ShapesVec inputShapes; - for(int i = 0; i < layers[0].outputBlobs.size(); i++) - { - CV_Assert(layers[0].outputBlobs[i].total()); - inputShapes.push_back(shape(layers[0].outputBlobs[i])); - } - LayersShapesMap layersShapes; - getLayersShapes(inputShapes, layersShapes); - - blobManager.reset(); - for (it = layers.begin(); it != layers.end(); ++it) - { - const LayerData& ld = it->second; - blobManager.addReferences(ld.inputBlobsId); - } - - for (int i = 0; i < blobsToKeep_.size(); i++) - { - blobManager.addReference(blobsToKeep_[i]); - } - - for (it = layers.begin(); it != layers.end(); it++) - { - int lid = it->first; - allocateLayer(lid, layersShapes); - } - - fuseLayers(blobsToKeep_); - } - - void forwardLayer(LayerData &ld) - { - Ptr layer = ld.layerInstance; - - if (preferableBackend == DNN_BACKEND_DEFAULT || - !layer->supportBackend(preferableBackend)) - { - if( !ld.skipFlags[DNN_BACKEND_DEFAULT] ) - layer->forward(ld.inputBlobs, ld.outputBlobs, ld.internals); - } - else if (!ld.skipFlags[preferableBackend]) - { - std::vector > outputs = - backendWrapper.wrap(ld.outputBlobs, preferableBackend, preferableTarget); - Ptr node = ld.backendNodes[preferableBackend]; - if (preferableBackend == DNN_BACKEND_HALIDE) - { - forwardHalide(outputs, node); - } - else - { - CV_Error(Error::StsNotImplemented, "Unknown backend identifier"); - } - } - - ld.flag = 1; - } - - void forwardToLayer(LayerData &ld, bool clearFlags = true) - { - if (clearFlags) - { - MapIdToLayerData::iterator it; - for (it = layers.begin(); it != layers.end(); it++) - it->second.flag = 0; - } - - //already was forwarded - if (ld.flag) - return; - - //forward parents - MapIdToLayerData::iterator it; - for (it = layers.begin(); it->second.id < ld.id; it++) - { - LayerData &ld = it->second; - if (ld.flag) - continue; - forwardLayer(ld); - } - - //forward itself - forwardLayer(ld); - } - - void forwardAll() - { - forwardToLayer(layers.rbegin()->second, true); - } - - void getLayerShapesRecursively(int id, LayersShapesMap& inOutShapes) - { - std::vector& inputLayerIds = layers[id].inputBlobsId; - - if (inOutShapes[id].in.empty()) - { - for(int i = 0; i < inputLayerIds.size(); i++) - { - int layerId = inputLayerIds[i].lid; - LayersShapesMap::iterator it = - inOutShapes.find(layerId); - if(it == inOutShapes.end() || - it->second.out.empty()) - { - getLayerShapesRecursively(layerId, inOutShapes); - } - const MatShape& shape = inOutShapes[layerId].out[inputLayerIds[i].oid]; - inOutShapes[id].in.push_back(shape); - } - } - const ShapesVec& is = inOutShapes[id].in; - ShapesVec& os = inOutShapes[id].out; - ShapesVec& ints = inOutShapes[id].internal; - int requiredOutputs = layers[id].requiredOutputs.size(); - inOutShapes[id].supportInPlace = - layers[id].getLayerInstance()->getMemoryShapes(is, requiredOutputs, os, ints); - } - - void getLayersShapes(const ShapesVec& netInputShapes, - LayersShapesMap& inOutShapes) - { - inOutShapes.clear(); - - inOutShapes[0].in = netInputShapes; //insert shape for first input layer - for (MapIdToLayerData::iterator it = layers.begin(); - it != layers.end(); it++) - { - getLayerShapesRecursively(it->first, inOutShapes); - } - } - - void getLayerShapes(const ShapesVec& netInputShapes, - const int layerId, - LayerShapes& shapes) - { - LayersShapesMap inOutShapes; - inOutShapes[0].in = netInputShapes; //insert shape for first input layer - getLayerShapesRecursively(layerId, inOutShapes); - shapes = inOutShapes[layerId]; - } - - LayerPin getLatestLayerPin(const std::vector& pins) - { - return *std::max_element(pins.begin(), pins.end()); - } - - Mat getBlob(const LayerPin& pin) - { - if (!pin.valid()) - CV_Error(Error::StsObjectNotFound, "Requested blob not found"); - - LayerData &ld = layers[pin.lid]; - if ((size_t)pin.oid >= ld.outputBlobs.size()) - { - CV_Error(Error::StsOutOfRange, "Layer \"" + ld.name + "\" produce only " + toString(ld.outputBlobs.size()) + - " outputs, the #" + toString(pin.oid) + " was requsted"); - } - if (preferableBackend != DNN_BACKEND_DEFAULT) - { - // Transfer data to CPU if it's require. - backendWrapper.wrap(ld.outputBlobs[pin.oid], preferableBackend, - preferableTarget)->copyToHost(); - } - else - { - CV_Assert(preferableTarget == DNN_TARGET_CPU); - } - return ld.outputBlobs[pin.oid]; - } - - Mat getBlob(String outputName) - { - return getBlob(getPinByAlias(outputName)); - } -}; - -Net::Net() : impl(new Net::Impl) -{ -} - -Net::~Net() -{ -} - -int Net::addLayer(const String &name, const String &type, LayerParams ¶ms) -{ - if (name.find('.') != String::npos) - { - CV_Error(Error::StsBadArg, "Added layer name \"" + name + "\" must not contain dot symbol"); - return -1; - } - - if (impl->getLayerId(name) >= 0) - { - CV_Error(Error::StsBadArg, "Layer \"" + name + "\" already into net"); - return -1; - } - - int id = ++impl->lastLayerId; - impl->layerNameToId.insert(std::make_pair(name, id)); - impl->layers.insert(std::make_pair(id, LayerData(id, name, type, params))); - - return id; -} - -int Net::addLayerToPrev(const String &name, const String &type, LayerParams ¶ms) -{ - int prvLid = impl->lastLayerId; - int newLid = this->addLayer(name, type, params); - this->connect(prvLid, 0, newLid, 0); - return newLid; -} - -void Net::connect(int outLayerId, int outNum, int inpLayerId, int inpNum) -{ - impl->connect(outLayerId, outNum, inpLayerId, inpNum); -} - -void Net::connect(String _outPin, String _inPin) -{ - LayerPin outPin = impl->getPinByAlias(_outPin); - LayerPin inpPin = impl->getPinByAlias(_inPin); - - CV_Assert(outPin.valid() && inpPin.valid()); - - impl->connect(outPin.lid, outPin.oid, inpPin.lid, inpPin.oid); -} - -Mat Net::forward(const String& outputName) -{ - String layerName = outputName; - - if (layerName.empty()) - layerName = getLayerNames().back(); - - impl->setUpNet(); - impl->forwardToLayer(impl->getLayerData(layerName)); - - return impl->getBlob(layerName); -} - -void Net::forward(std::vector& outputBlobs, const String& outputName) -{ - impl->setUpNet(); - - String layerName = outputName; - - if (layerName.empty()) - layerName = getLayerNames().back(); - - impl->forwardToLayer(impl->getLayerData(layerName)); - - LayerPin pin = impl->getPinByAlias(layerName); - LayerData &ld = impl->layers[pin.lid]; - outputBlobs = ld.outputBlobs; -} - -void Net::forward(std::vector& outputBlobs, - const std::vector& outBlobNames) -{ - std::vector pins; - for (int i = 0; i < outBlobNames.size(); i++) - { - pins.push_back(impl->getPinByAlias(outBlobNames[i])); - } - - impl->setUpNet(pins); - - LayerPin out = impl->getLatestLayerPin(pins); - - impl->forwardToLayer(impl->getLayerData(out.lid)); - - outputBlobs.clear(); - for (int i = 0; i < pins.size(); i++) - { - outputBlobs.push_back(impl->getBlob(pins[i])); - } -} - -void Net::forward(std::vector >& outputBlobs, - const std::vector& outBlobNames) -{ - std::vector pins; - for (int i = 0; i < outBlobNames.size(); i++) - { - std::vector lp = impl->getLayerOutPins(outBlobNames[i]); - pins.insert(pins.end(), lp.begin(), lp.end()); - } - - impl->setUpNet(pins); - - LayerPin out = impl->getLatestLayerPin(pins); - - impl->forwardToLayer(impl->getLayerData(out.lid)); - - outputBlobs.resize(outBlobNames.size()); - for (int i = 0; i < outBlobNames.size(); i++) - { - std::vector lp = impl->getLayerOutPins(outBlobNames[i]); - for (int i = 0; i < lp.size(); i++) - { - outputBlobs[i].push_back(impl->getBlob(lp[i])); - } - } -} - -void Net::setPreferableBackend(int backendId) -{ - impl->netWasAllocated = impl->netWasAllocated && - impl->preferableBackend == backendId; - impl->preferableBackend = backendId; -} - -void Net::setPreferableTarget(int targetId) -{ - impl->netWasAllocated = impl->netWasAllocated && - impl->preferableTarget == targetId; - impl->preferableTarget = targetId; -} - -void Net::setInputsNames(const std::vector &inputBlobNames) -{ - impl->netInputLayer->setNames(inputBlobNames); -} - -void Net::setInput(const Mat &blob_, const String& name) -{ - LayerPin pin; - pin.lid = 0; - pin.oid = impl->resolvePinOutputName(impl->getLayerData(pin.lid), name); - - if (!pin.valid()) - CV_Error(Error::StsObjectNotFound, "Requested blob \"" + name + "\" not found"); - - LayerData &ld = impl->layers[pin.lid]; - ld.outputBlobs.resize( std::max(pin.oid+1, (int)ld.requiredOutputs.size()) ); - MatShape prevShape = shape(ld.outputBlobs[pin.oid]); - bool oldShape = prevShape == shape(blob_); - if (oldShape) - blob_.copyTo(ld.outputBlobs[pin.oid]); - else - ld.outputBlobs[pin.oid] = blob_.clone(); - - impl->netWasAllocated = impl->netWasAllocated && oldShape; -} - -Mat Net::getParam(LayerId layer, int numParam) -{ - LayerData &ld = impl->getLayerData(layer); - - std::vector &layerBlobs = ld.layerInstance->blobs; - CV_Assert(numParam < (int)layerBlobs.size()); - return layerBlobs[numParam]; -} - -void Net::setParam(LayerId layer, int numParam, const Mat &blob) -{ - LayerData &ld = impl->getLayerData(layer); - - std::vector &layerBlobs = ld.layerInstance->blobs; - CV_Assert(numParam < (int)layerBlobs.size()); - //we don't make strong checks, use this function carefully - layerBlobs[numParam] = blob; -} - -int Net::getLayerId(const String &layer) -{ - return impl->getLayerId(layer); -} - -void Net::deleteLayer(LayerId) -{ - CV_Error(Error::StsNotImplemented, ""); -} - -Ptr Net::getLayer(LayerId layerId) -{ - LayerData &ld = impl->getLayerData(layerId); - if (!ld.layerInstance) - CV_Error(Error::StsNullPtr, format("Requested layer \"%s\" was not initialized", ld.name.c_str())); - return ld.layerInstance; -} - -std::vector > Net::getLayerInputs(LayerId layerId) -{ - LayerData &ld = impl->getLayerData(layerId); - if (!ld.layerInstance) - CV_Error(Error::StsNullPtr, format("Requested layer \"%s\" was not initialized", ld.name.c_str())); - - std::vector > inputLayers; - inputLayers.reserve(ld.inputLayersId.size()); - std::set::iterator it; - for (it = ld.inputLayersId.begin(); it != ld.inputLayersId.end(); ++it) { - inputLayers.push_back(getLayer(*it)); - } - return inputLayers; -} - -std::vector Net::getLayerNames() const -{ - std::vector res; - res.reserve(impl->layers.size()); - - Impl::MapIdToLayerData::iterator it; - for (it = impl->layers.begin(); it != impl->layers.end(); it++) - { - if (it->second.id) //skip Data layer - res.push_back(it->second.name); - } - - return res; -} - -bool Net::empty() const -{ - return impl->layers.size() <= 1; //first layer is default Data layer -} - -std::vector Net::getUnconnectedOutLayers() const -{ - std::vector layersIds; - - Impl::MapIdToLayerData::iterator it; - for (it = impl->layers.begin(); it != impl->layers.end(); it++) - { - int lid = it->first; - LayerData &ld = it->second; - - if (ld.requiredOutputs.size() == 0) - layersIds.push_back(lid); - } - - return layersIds; -} - -void Net::getLayersShapes(const ShapesVec& netInputShapes, - std::vector* layersIds, - std::vector* inLayersShapes, - std::vector* outLayersShapes) const -{ - if ((layersIds || inLayersShapes || outLayersShapes) == false) - return; - - if (layersIds) layersIds->clear(); - if (inLayersShapes) inLayersShapes->clear(); - if (outLayersShapes) outLayersShapes->clear(); - - Impl::LayersShapesMap inOutShapes; - impl->getLayersShapes(netInputShapes, inOutShapes); - - for(Impl::LayersShapesMap::const_iterator it = inOutShapes.begin(); - it != inOutShapes.end(); it++) - { - if (layersIds) - layersIds->push_back(it->first); - if (inLayersShapes) - inLayersShapes->push_back(it->second.in); - if (outLayersShapes) - outLayersShapes->push_back(it->second.out); - } -} - -void Net::getLayersShapes(const MatShape& netInputShape, - std::vector* layerIds, - std::vector* inLayersShapes, - std::vector* outLayersShapes) const -{ - getLayersShapes(ShapesVec(1, netInputShape), - layerIds, inLayersShapes, outLayersShapes); -} - -void Net::getLayerShapes(const MatShape& netInputShape, - const int layerId, - ShapesVec* inLayerShapes, - ShapesVec* outLayerShapes) const -{ - getLayerShapes(ShapesVec(1, netInputShape), - layerId, inLayerShapes, outLayerShapes); - -} - -void Net::getLayerShapes(const ShapesVec& netInputShapes, - const int layerId, - ShapesVec* inLayerShapes, - ShapesVec* outLayerShapes) const -{ - LayerShapes shapes; - impl->getLayerShapes(netInputShapes, layerId, shapes); - if (inLayerShapes) - *inLayerShapes = shapes.in; - if (outLayerShapes) - *outLayerShapes = shapes.out; -} - -int64 Net::getFLOPS(const std::vector& netInputShapes) const -{ - int64 flops = 0; - std::vector ids; - std::vector > inShapes, outShapes; - getLayersShapes(netInputShapes, &ids, &inShapes, &outShapes); - CV_Assert(inShapes.size() == outShapes.size()); - CV_Assert(inShapes.size() == ids.size()); - - for(int i = 0; i < ids.size(); i++) - { - flops += impl->layers[ids[i]].getLayerInstance()->getFLOPS(inShapes[i], - outShapes[i]); - } - - return flops; -} - -int64 Net::getFLOPS(const MatShape& netInputShape) const -{ - return getFLOPS(std::vector(1, netInputShape)); -} - -int64 Net::getFLOPS(const int layerId, - const std::vector& netInputShapes) const -{ - Impl::MapIdToLayerData::iterator layer = impl->layers.find(layerId); - CV_Assert(layer != impl->layers.end()); - - LayerShapes shapes; - impl->getLayerShapes(netInputShapes, layerId, shapes); - - return layer->second.getLayerInstance()->getFLOPS(shapes.in, shapes.out); -} - -int64 Net::getFLOPS(const int layerId, - const MatShape& netInputShape) const -{ - return getFLOPS(layerId, std::vector(1, netInputShape)); -} - -void Net::getLayerTypes(std::vector& layersTypes) const -{ - layersTypes.clear(); - - std::map layers; - for (Impl::MapIdToLayerData::iterator it = impl->layers.begin(); - it != impl->layers.end(); it++) - { - if (layers.find(it->second.type) == layers.end()) - layers[it->second.type] = 0; - layers[it->second.type]++; - } - - for (std::map::iterator it = layers.begin(); - it != layers.end(); it++) - { - layersTypes.push_back(it->first); - } -} - -int Net::getLayersCount(const String& layerType) const -{ - int count = 0; - for (Impl::MapIdToLayerData::iterator it = impl->layers.begin(); - it != impl->layers.end(); it++) - { - if (it->second.type == layerType) - count++; - } - return count; -} - -void Net::getMemoryConsumption(const int layerId, - const std::vector& netInputShapes, - size_t& weights, size_t& blobs) const -{ - Impl::MapIdToLayerData::iterator layer = impl->layers.find(layerId); - CV_Assert(layer != impl->layers.end()); - - weights = blobs = 0; - - for(int i = 0; i < layer->second.params.blobs.size(); i++) - { - const Mat& weightsBlob = layer->second.params.blobs[i]; - weights += weightsBlob.total()*weightsBlob.elemSize(); - } - - std::vector outLayerShapes; - getLayerShapes(netInputShapes, layerId, 0, &outLayerShapes); - for(int i = 0; i < outLayerShapes.size(); i++) - { - blobs += total(outLayerShapes[i]) * sizeof(float); - } -} - -void Net::getMemoryConsumption(const std::vector& netInputShapes, - size_t& weights, size_t& blobs) const -{ - std::vector layerIds; - std::vector w, b; - getMemoryConsumption(netInputShapes, layerIds, w, b); - - weights = blobs = 0; - for(int i = 0; i < layerIds.size(); i++) - { - weights += w[i]; - blobs += b[i]; - } -} - -void Net::getMemoryConsumption(const int layerId, - const MatShape& netInputShape, - size_t& weights, size_t& blobs) const -{ - getMemoryConsumption(layerId, std::vector(1, netInputShape), - weights, blobs); -} - -void Net::getMemoryConsumption(const MatShape& netInputShape, - size_t& weights, size_t& blobs) const -{ - getMemoryConsumption(std::vector(1, netInputShape), - weights, blobs); -} - -void Net::getMemoryConsumption(const std::vector& netInputShapes, - std::vector& layerIds, std::vector& weights, - std::vector& blobs) const -{ - layerIds.clear(); - weights.clear(); - blobs.clear(); - - std::vector > outLayerShapes; - - getLayersShapes(netInputShapes, &layerIds, 0, &outLayerShapes); - - for(int i = 0; i < layerIds.size(); i++) - { - int w = 0, b = 0; - Impl::MapIdToLayerData::iterator layer = impl->layers.find(layerIds[i]); - CV_Assert(layer != impl->layers.end()); - - for(int j = 0; j < layer->second.params.blobs.size(); j++) - { - const Mat& weightsBlob = layer->second.params.blobs[j]; - w += weightsBlob.total()*weightsBlob.elemSize(); - } - - for(int j = 0; j < outLayerShapes[i].size(); j++) - { - b += total(outLayerShapes[i][j]) * sizeof(float); - } - - weights.push_back(w); - blobs.push_back(b); - } -} - -void Net::getMemoryConsumption(const MatShape& netInputShape, std::vector& layerIds, - std::vector& weights, std::vector& blobs) const -{ - getMemoryConsumption(std::vector(1, netInputShape), layerIds, - weights, blobs); -} - -void Net::setHalideScheduler(const String& scheduler) -{ - impl->halideConfigFile = scheduler; -} - -////////////////////////////////////////////////////////////////////////// - -Importer::~Importer() {} - -Layer::Layer() {} - -Layer::Layer(const LayerParams ¶ms) - : blobs(params.blobs), name(params.name), type(params.type) -{ - -} - -void Layer::setParamsFrom(const LayerParams ¶ms) -{ - blobs = params.blobs; - name = params.name; - type = params.type; -} - -int Layer::inputNameToIndex(String) -{ - return -1; -} - -int Layer::outputNameToIndex(String) -{ - return -1; -} - -bool Layer::supportBackend(int backendId) -{ - return backendId == DNN_BACKEND_DEFAULT; -} - -Ptr Layer::initHalide(const std::vector > &) -{ - CV_Error(Error::StsNotImplemented, "Halide pipeline of " + type + - " layers is not defined."); - return Ptr(); -} - -void Layer::applyHalideScheduler(Ptr& node, const std::vector &inputs, - const std::vector &outputs, int targetId) const -{ -#ifdef HAVE_HALIDE - Halide::Var x("x"), y("y"), c("c"), n("n"), co("co"), ci("ci"), - xo("xo"), xi("xi"), yo("yo"), yi("yi"), tile("tile"); - Halide::Func& top = node.dynamicCast()->funcs.back(); - - int outW, outH, outC, outN; - getCanonicalSize(outputs[0].size, &outW, &outH, &outC, &outN); - - if (targetId == DNN_TARGET_CPU) - { - if (outW == 1 && outH == 1) - { - if (outC + outN == 1) - return; - - if (outC > 8) - top.split(c, co, ci, 8) - .fuse(x, y, tile).fuse(co, tile, tile).fuse(n, tile, tile) - .parallel(tile) - .vectorize(ci, 8); - else - top.fuse(x, y, tile).fuse(c, tile, tile).fuse(n, tile, tile) - .parallel(tile); - } - else - { - if (outH > 2) - { - top.reorder(x, c, y) - .split(y, yo, yi, 2) - .fuse(yo, n, tile) - .parallel(tile) - .unroll(yi) - .vectorize(x, outW >= 16 ? 16 : outW); - } - } - } - else if (targetId == DNN_TARGET_OPENCL) - { - int c_split = outC > 8 ? (outC > 16 ? 8 : 4) : outC; - if (outW == 1 && outH == 1) - { - top.split(c, co, ci, c_split) - .fuse(x, y, tile).fuse(co, tile, tile).fuse(n, tile, tile) - .gpu_blocks(tile) - .gpu_threads(ci); - } - else - { - int x_split = outW > 8 ? (outW >= 32 ? 16 : 8) : outW; - int y_split = outH > 8 ? (outH >= 32 ? 16 : 8) : outH; - top.split(x, xo, xi, x_split).split(y, yo, yi, y_split) - .split(c, co, ci, c_split) - .gpu_blocks(xo, yo, co) - .gpu_threads(xi, yi) - .reorder(xi, yi, ci, xo, yo, co) - .vectorize(ci); - } - } - else - CV_Error(Error::StsNotImplemented, "Unknown target identifier"); -#endif // HAVE_HALIDE -} - -Ptr Layer::tryAttach(const Ptr& node) -{ - return Ptr(); -} - -template -static void vecToPVec(const std::vector &v, std::vector &pv) -{ - pv.resize(v.size()); - for (size_t i = 0; i < v.size(); i++) - pv[i] = const_cast(&v[i]); -} - -void Layer::finalize(const std::vector &inputs, std::vector &outputs) -{ - std::vector inputsp; - vecToPVec(inputs, inputsp); - this->finalize(inputsp, outputs); -} - -void Layer::finalize(const std::vector &input, std::vector &output) -{ - (void)input;(void)output; -} - -std::vector Layer::finalize(const std::vector &inputs) -{ - std::vector outputs; - this->finalize(inputs, outputs); - return outputs; -} - -void Layer::forward(const std::vector &inputs, std::vector &outputs, std::vector &internals) -{ - std::vector inputsp; - vecToPVec(inputs, inputsp); - this->forward(inputsp, outputs, internals); -} - -void Layer::run(const std::vector &inputs, std::vector &outputs, std::vector &internals) -{ - std::vector inputsp; - vecToPVec(inputs, inputsp); - this->finalize(inputsp, outputs); - this->forward(inputsp, outputs, internals); -} - -Layer::~Layer() {} - -bool Layer::getMemoryShapes(const std::vector &inputs, - const int requiredOutputs, - std::vector &outputs, - std::vector &internals) const -{ - CV_Assert(inputs.size()); - outputs.assign(std::max(requiredOutputs, (int)inputs.size()), inputs[0]); - return false; -} - -////////////////////////////////////////////////////////////////////////// - -struct LayerFactory::Impl : public std::map -{ -}; - -Ptr LayerFactory::impl () -{ - // allocate on first use - static Ptr impl_(new LayerFactory::Impl()); - return impl_; -} - -void LayerFactory::registerLayer(const String &_type, Constuctor constructor) -{ - String type = _type.toLowerCase(); - Impl::iterator it = impl()->find(type); - - if (it != impl()->end() && it->second != constructor) - { - CV_Error(cv::Error::StsBadArg, "Layer \"" + type + "\" already was registered"); - } - - impl()->insert(std::make_pair(type, constructor)); -} - -void LayerFactory::unregisterLayer(const String &_type) -{ - String type = _type.toLowerCase(); - impl()->erase(type); -} - -Ptr LayerFactory::createLayerInstance(const String &_type, LayerParams& params) -{ - String type = _type.toLowerCase(); - Impl::const_iterator it = LayerFactory::impl()->find(type); - - if (it != impl()->end()) - { - return it->second(params); - } - else - { - return Ptr(); //NULL - } -} - -BackendNode::BackendNode(int backendId) : backendId(backendId) {} - -BackendNode::~BackendNode() {}; - -BackendWrapper::BackendWrapper(int backendId, int targetId) - : backendId(backendId), targetId(targetId) {} - -BackendWrapper::BackendWrapper(int targetId, const cv::Mat& m) -{ - CV_Error(Error::StsNotImplemented, - "Constructor of backend wrapper must be implemented"); -} - -BackendWrapper::BackendWrapper(const Ptr& base, const MatShape& shape) -{ - CV_Error(Error::StsNotImplemented, - "Constructor of backend wrapper must be implemented"); -} - -BackendWrapper::~BackendWrapper() {} - -} -} diff --git a/modules/dnn/src/halide_scheduler.cpp b/modules/dnn/src/halide_scheduler.cpp deleted file mode 100644 index b7f748ff7..000000000 --- a/modules/dnn/src/halide_scheduler.cpp +++ /dev/null @@ -1,284 +0,0 @@ -// This file is part of OpenCV project. -// It is subject to the license terms in the LICENSE file found in the top-level directory -// of this distribution and at http://opencv.org/license.html. -// -// Copyright (C) 2017, Intel Corporation, all rights reserved. -// Third party copyrights are property of their respective owners. - -#include "halide_scheduler.hpp" -#include "op_halide.hpp" - -namespace cv -{ -namespace dnn -{ - -#ifdef HAVE_HALIDE -static void applySplit(const FileNode& directive, Halide::Func& func, - const FileNode& params) -{ - for (const auto& varNode : directive) - { - const std::string varName = varNode.name(); - const std::string factorName = (std::string)varNode; - Halide::Var var(varName); - Halide::Var outerVar(varName + "o"); - Halide::Var innerVar(varName + "i"); - // If split factor is integer or parameters map has parameter value. - CV_Assert(varNode.isString() && !params[factorName].empty() || - varNode.isInt()); - int factor = (int)(varNode.isInt() ? varNode : params[factorName]); - func.split(var, outerVar, innerVar, factor); - } -} - -static void applyReorder(const FileNode& directive, Halide::Func& func) -{ - std::string varName; - const int numVars = directive.size(); - std::vector reorderedVars; - reorderedVars.reserve(numVars); - for (int i = 0; i < numVars; ++i) - { - directive[i] >> varName; - reorderedVars.push_back(Halide::Var(varName)); - } - func.reorder(reorderedVars); -} - -static void applyFuse(const FileNode& directive, Halide::Func& func) -{ - CV_Assert(directive["src"].size() >= 2); - CV_Assert(directive["dst"].size() == 1); - - std::string str; - directive["src"][0] >> str; - Halide::Var firstVar(str); - directive["src"][1] >> str; - Halide::Var secondVar(str); - directive["dst"] >> str; - Halide::Var dstVar(str); - - func.fuse(firstVar, secondVar, dstVar); - for (int i = 2, n = directive["src"].size(); i < n; ++i) - { - directive["src"][i] >> str; - func.fuse(Halide::Var(str), dstVar, dstVar); - } -} - -static void applyParallel(const FileNode& directive, Halide::Func& func) -{ - std::string varName; - for (int i = 0, n = directive.size(); i < n; ++i) - { - directive[i] >> varName; - func.parallel(Halide::Var(varName)); - } -} - -static void applyUnroll(const FileNode& directive, Halide::Func& func) -{ - std::string varName; - for (int i = 0, n = directive.size(); i < n; ++i) - { - directive[i] >> varName; - func.unroll(Halide::Var(varName)); - } -} - -static void applyVectorize(const FileNode& directive, Halide::Func& func, - const FileNode& params) -{ - for (const auto& varNode : directive) - { - const std::string varName = varNode.name(); - const std::string factorName = (std::string)varNode; - // If split factor is integer or parameters map has parameter value. - CV_Assert(varNode.isString() && !params[factorName].empty() || - varNode.isInt()); - int factor = (int)(varNode.isInt() ? varNode : params[factorName]); - Halide::Var var(varName); - Halide::Var inner(varName + "v"); - func.split(var, var, inner, factor); - func.vectorize(inner); - } -} - -static void applyStoreAt(const FileNode& directive, Halide::Func& func, - std::map& funcsMap) -{ - for (const auto& funcNode : directive) - { - const std::string targetFuncName = funcNode.name(); - if (funcsMap.find(targetFuncName) == funcsMap.end()) - CV_Error(cv::Error::StsParseError, "Function " + targetFuncName + - " is not represented in Halide pipeline"); - Halide::Func targetFunc = funcsMap[targetFuncName]; - func.store_at(targetFunc, (std::string)funcNode); - break; - } -} - -static void applyComputeAt(const FileNode& directive, Halide::Func& func, - std::map& funcsMap) -{ - for (const auto& funcNode : directive) - { - const std::string targetFuncName = funcNode.name(); - if (funcsMap.find(targetFuncName) == funcsMap.end()) - CV_Error(cv::Error::StsParseError, "Function " + targetFuncName + - " is not represented in Halide pipeline"); - Halide::Func targetFunc = funcsMap[targetFuncName]; - func.compute_at(targetFunc, (std::string)funcNode); - break; - } -} - -static void applyComputeRoot(const FileNode& directive, Halide::Func& func) -{ - bool compute_root; - directive >> compute_root; - if (compute_root) - func.compute_root(); -} - -static void applyGpuBlocks(const FileNode& directive, Halide::Func& func) -{ - std::string varName; - for (int i = 0, n = directive.size(); i < n; ++i) - { - directive[i] >> varName; - func.gpu_blocks(Halide::Var(varName)); - } -} - -static void applyGpuThreads(const FileNode& directive, Halide::Func& func) -{ - std::string varName; - for (int i = 0, n = directive.size(); i < n; ++i) - { - directive[i] >> varName; - func.gpu_threads(Halide::Var(varName)); - } -} - -static void apply(const FileNode& directives, Halide::Func& func, - std::map& funcsMap, - const FileNode& params) -{ - for (const auto& directive : directives) - { - if (directive.name() == "split") - applySplit(directive, func, params); - else if (directive.name() == "reorder") - applyReorder(directive, func); - else if (directive.name() == "fuse") - applyFuse(directive, func); - else if (directive.name() == "parallel") - applyParallel(directive, func); - else if (directive.name() == "unroll") - applyUnroll(directive, func); - else if (directive.name() == "vectorize") - applyVectorize(directive, func, params); - else if (directive.name() == "store_at") - applyStoreAt(directive, func, funcsMap); - else if (directive.name() == "compute_at") - applyComputeAt(directive, func, funcsMap); - else if (directive.name() == "compute_root") - applyComputeRoot(directive, func); - else if (directive.name() == "gpu_blocks") - applyGpuBlocks(directive, func); - else if (directive.name() == "gpu_threads") - applyGpuThreads(directive, func); - else - CV_Error(Error::StsNotImplemented, "Scheduling directive " + - directive.name() + " is not implemented."); - } -} - -// Remove any numeric symbols after '$' sign. -static std::string Deunique(std::string str) -{ - int pos = -1; - do - { - pos = str.find('$'); - if (pos != -1) - { - int len = str.find_first_not_of("0123456789", pos + 1) - pos; - str = str.replace(pos, len, ""); - } - } - while (pos != -1); - return str; -} -#endif // HAVE_HALIDE - -HalideScheduler::HalideScheduler(const std::string& configFile) -{ - if (!configFile.empty()) - fs = FileStorage(configFile, FileStorage::READ); -} - -HalideScheduler::~HalideScheduler() -{ - if (fs.isOpened()) - fs.release(); -} - -bool HalideScheduler::process(Ptr& node) -{ -#ifdef HAVE_HALIDE - if (!fs.isOpened()) - return false; - - const FileNode& scheduleNode = fs["scheduling"]; - if (scheduleNode.empty()) - CV_Error(cv::Error::StsParseError, "Scheduling file should has scheduling node"); - - std::string str; - std::map funcsMap; // Scheduled functions. - // For every function, from top to bottom, we try to find a scheduling node. - // Scheduling is successful (return true) if for the first function (top) - // node is respresented. - CV_Assert(!node.empty()); - std::vector& funcs = node.dynamicCast()->funcs; - for (int i = funcs.size() - 1; i >= 0; --i) - { - Halide::Func& func = funcs[i]; - // For functions with the same name Halide generates unique names - // for example func, func$1, func$2. - // They are always formed with '$' and number. - std::string funcName = Deunique(func.name()); - - const FileNode& funcNode = scheduleNode[funcName]; - if (!funcNode.empty()) - { - if (!funcNode["pattern"].empty()) - { - funcNode["pattern"] >> str; - if (fs["patterns"][str].empty()) - CV_Error(cv::Error::StsParseError, "Scheduling pattern " + str + - " is not defined"); - apply(fs["patterns"][str], func, funcsMap, funcNode["params"]); - } - else - { - apply(funcNode, func, funcsMap, funcNode["params"]); - } - } - else - { - if (funcsMap.empty()) - return false; - } - funcsMap[funcName] = func; - } - return true; -#endif // HAVE_HALIDE - return false; -} - -} // namespace dnn -} // namespace cv diff --git a/modules/dnn/src/halide_scheduler.hpp b/modules/dnn/src/halide_scheduler.hpp deleted file mode 100644 index 9afef3023..000000000 --- a/modules/dnn/src/halide_scheduler.hpp +++ /dev/null @@ -1,37 +0,0 @@ -// This file is part of OpenCV project. -// It is subject to the license terms in the LICENSE file found in the top-level directory -// of this distribution and at http://opencv.org/license.html. -// -// Copyright (C) 2017, Intel Corporation, all rights reserved. -// Third party copyrights are property of their respective owners. - -#ifndef __OPENCV_DNN_HALIDE_SCHEDULER_HPP__ -#define __OPENCV_DNN_HALIDE_SCHEDULER_HPP__ - -#include - -namespace cv -{ -namespace dnn -{ - -class HalideScheduler -{ -public: - HalideScheduler(const std::string& configFile); - - ~HalideScheduler(); - - // Returns true if pipeline found in scheduling file. - // If more than one function, returns true if the top function scheduled. - // Other functions are optional to scheduling. - bool process(Ptr& node); - -private: - FileStorage fs; -}; - -} // namespace dnn -} // namespace cv - -#endif // __OPENCV_DNN_HALIDE_SCHEDULER_HPP__ diff --git a/modules/dnn/src/init.cpp b/modules/dnn/src/init.cpp deleted file mode 100644 index 5ece907b7..000000000 --- a/modules/dnn/src/init.cpp +++ /dev/null @@ -1,107 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -#include "precomp.hpp" - -namespace cv -{ -namespace dnn -{ - -struct AutoInitializer -{ - bool status; - - AutoInitializer() : status(false) - { - initModule(); - } -}; - -static AutoInitializer init; - -void initModule() -{ - if (init.status) - return; - - REG_RUNTIME_LAYER_CLASS(Slice, SliceLayer); - REG_RUNTIME_LAYER_CLASS(Split, SplitLayer); - REG_RUNTIME_LAYER_CLASS(Concat, ConcatLayer); - REG_RUNTIME_LAYER_CLASS(Reshape, ReshapeLayer); - REG_RUNTIME_LAYER_CLASS(Flatten, FlattenLayer); - - REG_RUNTIME_LAYER_CLASS(Convolution, ConvolutionLayer); - REG_RUNTIME_LAYER_CLASS(Deconvolution, DeconvolutionLayer); - REG_RUNTIME_LAYER_CLASS(Pooling, PoolingLayer); - REG_RUNTIME_LAYER_CLASS(LRN, LRNLayer); - REG_RUNTIME_LAYER_CLASS(InnerProduct, InnerProductLayer); - REG_RUNTIME_LAYER_CLASS(Softmax, SoftmaxLayer); - REG_RUNTIME_LAYER_CLASS(MVN, MVNLayer); - - REG_RUNTIME_LAYER_CLASS(ReLU, ReLULayer); - REG_RUNTIME_LAYER_CLASS(ChannelsPReLU, ChannelsPReLULayer); - REG_RUNTIME_LAYER_CLASS(Sigmoid, SigmoidLayer); - REG_RUNTIME_LAYER_CLASS(TanH, TanHLayer); - REG_RUNTIME_LAYER_CLASS(BNLL, BNLLLayer); - REG_RUNTIME_LAYER_CLASS(AbsVal, AbsLayer); - REG_RUNTIME_LAYER_CLASS(Power, PowerLayer); - REG_RUNTIME_LAYER_CLASS(BatchNorm, BatchNormLayer); - REG_RUNTIME_LAYER_CLASS(MaxUnpool, MaxUnpoolLayer); - REG_RUNTIME_LAYER_CLASS(Dropout, BlankLayer); - REG_RUNTIME_LAYER_CLASS(Identity, BlankLayer); - - REG_RUNTIME_LAYER_CLASS(Crop, CropLayer); - REG_RUNTIME_LAYER_CLASS(Eltwise, EltwiseLayer); - REG_RUNTIME_LAYER_CLASS(Permute, PermuteLayer); - REG_RUNTIME_LAYER_CLASS(PriorBox, PriorBoxLayer); - REG_RUNTIME_LAYER_CLASS(DetectionOutput, DetectionOutputLayer); - REG_RUNTIME_LAYER_CLASS(NormalizeBBox, NormalizeBBoxLayer); - REG_RUNTIME_LAYER_CLASS(Normalize, NormalizeBBoxLayer); - REG_RUNTIME_LAYER_CLASS(Shift, ShiftLayer); - REG_RUNTIME_LAYER_CLASS(Padding, PaddingLayer); - REG_RUNTIME_LAYER_CLASS(Scale, ScaleLayer); - - init.status = true; -} - -} -} diff --git a/modules/dnn/src/layers/batch_norm_layer.cpp b/modules/dnn/src/layers/batch_norm_layer.cpp deleted file mode 100644 index 3b4223009..000000000 --- a/modules/dnn/src/layers/batch_norm_layer.cpp +++ /dev/null @@ -1,198 +0,0 @@ -// This file is part of OpenCV project. -// It is subject to the license terms in the LICENSE file found in the top-level directory -// of this distribution and at http://opencv.org/license.html. - -// Copyright (C) 2016, Intel Corporation, all rights reserved. -// Third party copyrights are property of their respective owners. - -/* -Implementation of Batch Normalization layer. -*/ - -#include "../precomp.hpp" -#include "op_halide.hpp" -#include - -namespace cv -{ -namespace dnn -{ - -class BatchNormLayerImpl : public BatchNormLayer -{ -public: - Mat weights_, bias_; - - BatchNormLayerImpl(const LayerParams& params) - { - setParamsFrom(params); - CV_Assert(blobs.size() >= 3); - - hasWeights = params.get("has_weight", false); - hasBias = params.get("has_bias", false); - epsilon = params.get("eps", 1E-5); - - size_t n = blobs[0].total(); - CV_Assert(blobs[1].total() == n && - blobs[0].isContinuous() && blobs[1].isContinuous() && - blobs[0].type() == CV_32F && blobs[1].type() == CV_32F); - - float varMeanScale = 1.f; - if (!hasWeights && !hasBias) { - CV_Assert(blobs[2].type() == CV_32F); - varMeanScale = blobs[2].at(0); - if (varMeanScale != 0) - varMeanScale = 1/varMeanScale; - } - - const int weightsBlobIndex = 2; - const int biasBlobIndex = weightsBlobIndex + hasWeights; - - if( hasWeights ) - { - CV_Assert((size_t)weightsBlobIndex < blobs.size()); - const Mat& w = blobs[weightsBlobIndex]; - CV_Assert(w.isContinuous() && w.type() == CV_32F && w.total() == (size_t)n); - } - - if( hasBias ) - { - CV_Assert((size_t)biasBlobIndex < blobs.size()); - const Mat& b = blobs[weightsBlobIndex]; - CV_Assert(b.isContinuous() && b.type() == CV_32F && b.total() == (size_t)n); - } - - const float* meanData = blobs[0].ptr(); - const float* stdData = blobs[1].ptr(); - const float* weightsData = hasWeights ? blobs[weightsBlobIndex].ptr() : 0; - const float* biasData = hasBias ? blobs[biasBlobIndex].ptr() : 0; - - weights_.create(1, (int)n, CV_32F); - bias_.create(1, (int)n, CV_32F); - - float* dstWeightsData = weights_.ptr(); - float* dstBiasData = bias_.ptr(); - - for (size_t i = 0; i < n; ++i) - { - float w = (hasWeights ? weightsData[i] : 1.0f) / sqrt(stdData[i] * varMeanScale + epsilon); - dstWeightsData[i] = w; - dstBiasData[i] = (hasBias ? biasData[i] : 0.0f) - w * meanData[i] * varMeanScale; - } - } - - void getScaleShift(Mat& scale, Mat& shift) const - { - scale = weights_; - shift = bias_; - } - - bool getMemoryShapes(const std::vector &inputs, - const int requiredOutputs, - std::vector &outputs, - std::vector &internals) const - { - Layer::getMemoryShapes(inputs, requiredOutputs, outputs, internals); - return true; - } - - virtual bool supportBackend(int backendId) - { - return backendId == DNN_BACKEND_DEFAULT || - backendId == DNN_BACKEND_HALIDE && haveHalide(); - } - - void forward(std::vector &inputs, std::vector &outputs, std::vector &internals) - { - CV_Assert(blobs.size() >= 2); - CV_Assert(inputs.size() == 1); - - Mat &inpBlob = *inputs[0]; - int rows = inpBlob.size[2]; - int cols = inpBlob.size[3]; - - for (size_t ii = 0; ii < outputs.size(); ii++) - { - Mat &outBlob = outputs[ii]; - - for(int num = 0; num < outBlob.size[0]; num++) - { - for (int n = 0; n < outBlob.size[1]; n++) - { - float w = weights_.at(n); - float b = bias_.at(n); - Mat inpBlobPlane(rows, cols, CV_32F, inpBlob.ptr(num, n)); - Mat outBlobPlane(rows, cols, CV_32F, outBlob.ptr(num, n)); - inpBlobPlane.convertTo(outBlobPlane, CV_32F, w, b); - } - } - } - } - - virtual Ptr tryAttach(const Ptr& node) - { - switch (node->backendId) - { - case DNN_BACKEND_HALIDE: - { -#ifdef HAVE_HALIDE - auto base = node.dynamicCast(); - Halide::Func& input = base->funcs.back(); - Halide::Var x("x"), y("y"), c("c"), n("n"); - Halide::Func top = attachHalide(input(x, y, c, n)); - return Ptr(new HalideBackendNode(base, top)); -#endif // HAVE_HALIDE - break; - } - } - return Ptr(); - } - - virtual Ptr initHalide(const std::vector > &inputs) - { -#ifdef HAVE_HALIDE - Halide::Buffer input = halideBuffer(inputs[0]); - Halide::Var x("x"), y("y"), c("c"), n("n"); - Halide::Func top = attachHalide(input(x, y, c, n)); - return Ptr(new HalideBackendNode(top)); -#endif // HAVE_HALIDE - return Ptr(); - } - -#ifdef HAVE_HALIDE - // attachHalide can work both with Halide::Buffer and Halide::Func. In the - // second case it will be a fusion. - Halide::Func attachHalide(const Halide::Expr& input) - { - Halide::Func top = (name.empty() ? Halide::Func() : Halide::Func(name)); - Halide::Var x("x"), y("y"), c("c"), n("n"); - - const int numChannels = weights_.total(); - auto weights = wrapToHalideBuffer(weights_, {numChannels}); - auto bias = wrapToHalideBuffer(bias_, {numChannels}); - top(x, y, c, n) = input * weights(c) + bias(c); - return top; - } -#endif // HAVE_HALIDE - - virtual int64 getFLOPS(const std::vector &inputs, - const std::vector &outputs) const - { - (void)outputs; // suppress unused variable warning - - int64 flops = 0; - for(int i = 0; i < inputs.size(); i++) - { - flops += 3*total(inputs[i]); - } - return flops; - } -}; - -Ptr BatchNormLayer::create(const LayerParams& params) -{ - return Ptr(new BatchNormLayerImpl(params)); -} - -} // namespace dnn -} // namespace cv diff --git a/modules/dnn/src/layers/blank_layer.cpp b/modules/dnn/src/layers/blank_layer.cpp deleted file mode 100644 index f90f238c9..000000000 --- a/modules/dnn/src/layers/blank_layer.cpp +++ /dev/null @@ -1,78 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ -#include "../precomp.hpp" - -namespace cv -{ -namespace dnn -{ -class BlankLayerImpl : public BlankLayer -{ -public: - BlankLayerImpl(const LayerParams& params) - { - setParamsFrom(params); - } - - bool getMemoryShapes(const std::vector &inputs, - const int requiredOutputs, - std::vector &outputs, - std::vector &internals) const - { - Layer::getMemoryShapes(inputs, requiredOutputs, outputs, internals); - return true; - } - - void forward(std::vector &inputs, std::vector &outputs, std::vector &internals) - { - for (int i = 0, n = outputs.size(); i < n; ++i) - if (outputs[i].data != inputs[i]->data) - inputs[i]->copyTo(outputs[i]); - } -}; - -Ptr BlankLayer::create(const LayerParams& params) -{ - return Ptr(new BlankLayerImpl(params)); -} - -} -} diff --git a/modules/dnn/src/layers/concat_layer.cpp b/modules/dnn/src/layers/concat_layer.cpp deleted file mode 100644 index 26fb64c15..000000000 --- a/modules/dnn/src/layers/concat_layer.cpp +++ /dev/null @@ -1,141 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -#include "../precomp.hpp" -#include "layers_common.hpp" -#include "op_halide.hpp" - -namespace cv -{ -namespace dnn -{ - -class ConcatLayerImpl : public ConcatLayer -{ -public: - ConcatLayerImpl(const LayerParams& params) - { - setParamsFrom(params); - axis = params.get("axis", 1); - } - - virtual bool getMemoryShapes(const std::vector &inputs, - const int requiredOutputs, - std::vector &outputs, - std::vector &internals) const - { - CV_Assert(inputs.size() > 0); - outputs.clear(); - outputs.push_back(inputs[0]); - int cAxis = clamp(axis, inputs[0]); - - int axisSum = 0; - for (size_t i = 0; i < inputs.size(); i++) - { - MatShape curShape = inputs[i]; - - CV_Assert(curShape.size() == outputs.back().size()); - for (int curAxis = 0; curAxis < outputs.back().size(); curAxis++) - { - if (curAxis != cAxis && outputs.back()[curAxis] != curShape[curAxis]) - CV_Error(Error::StsBadSize, "Inconsitent shape for ConcatLayer"); - } - - axisSum += curShape[cAxis]; - } - - outputs.back()[cAxis] = axisSum; - - return false; - } - - virtual bool supportBackend(int backendId) - { - return backendId == DNN_BACKEND_DEFAULT || - backendId == DNN_BACKEND_HALIDE && haveHalide() && axis == 1; // By channels - } - - void forward(std::vector &inputs, std::vector &outputs, std::vector &internals) - { - int cAxis = clamp(axis, inputs[0]->dims); - Mat& outMat = outputs[0]; - std::vector ranges(outputs[0].dims, Range::all()); - - ranges[cAxis].start = 0; - for (size_t i = 0; i < inputs.size(); i++) - { - ranges[cAxis].end = ranges[cAxis].start + inputs[i]->size[cAxis]; - inputs[i]->copyTo(outMat(&ranges[0])); - ranges[cAxis].start = ranges[cAxis].end; - } - } - - virtual Ptr initHalide(const std::vector > &input) - { -#ifdef HAVE_HALIDE - std::vector > inputBuffers = halideBuffers(input); - - Halide::Var x("x"), y("y"), c("c"), n("n"); - Halide::Func top = (name.empty() ? Halide::Func() : Halide::Func(name)); - int offset = inputBuffers[0].channels(); - Halide::Expr topExpr = select(c < offset, - inputBuffers[0](x, y, c, n), - inputBuffers[1](x, y, c - offset, n)); - for (int i = 2; i < input.size(); ++i) - { - offset += inputBuffers[i - 1].channels(); - topExpr = select(c < offset, topExpr, - inputBuffers[i](x, y, c - offset, n)); - } - top(x, y, c, n) = topExpr; - return Ptr(new HalideBackendNode(top)); -#endif // HAVE_HALIDE - return Ptr(); - } -}; - -Ptr ConcatLayer::create(const LayerParams& params) -{ - return Ptr(new ConcatLayerImpl(params)); -} - -} -} diff --git a/modules/dnn/src/layers/convolution_layer.cpp b/modules/dnn/src/layers/convolution_layer.cpp deleted file mode 100644 index 9dac3e707..000000000 --- a/modules/dnn/src/layers/convolution_layer.cpp +++ /dev/null @@ -1,1145 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -#include "../precomp.hpp" -#include "layers_common.hpp" -#include "op_halide.hpp" -#include "opencv2/core/hal/hal.hpp" -#include "opencv2/core/hal/intrin.hpp" -#include - -namespace cv -{ -namespace dnn -{ - -class BaseConvolutionLayerImpl : public ConvolutionLayer -{ -public: - BaseConvolutionLayerImpl() {} - - virtual bool supportBackend(int backendId) - { - return backendId == DNN_BACKEND_DEFAULT || - backendId == DNN_BACKEND_HALIDE && haveHalide(); - } - - void finalize(const std::vector &inputs, std::vector &outputs) - { - CV_Assert(inputs.size() > 0); - - CV_Assert(blobs.size() >= 1 && blobs.size() <= 2); - CV_Assert(blobs[0].dims == 4 && blobs[0].size[3] == kernel.width && blobs[0].size[2] == kernel.height); - - const Mat &input = *inputs[0]; - CV_Assert(input.dims == 4 && (input.type() == CV_32F || input.type() == CV_64F)); - for (size_t i = 0; i < inputs.size(); i++) - { - CV_Assert(inputs[i]->type() == input.type()); - CV_Assert(inputs[i]->dims == 4 && inputs[i]->size[1] == input.size[1]); - CV_Assert(inputs[i]->size[2] == input.size[2] && inputs[i]->size[3] == input.size[3]); - } - - Size outSize = Size(outputs[0].size[3], outputs[0].size[2]); - getConvPoolPaddings(Size(input.size[3], input.size[2]), outSize, - kernel, stride, padMode, pad); - } - - bool hasBias() const - { - return blobs.size() >= 2; - } - - virtual MatShape computeColRowShape(const MatShape &inpShape, const MatShape &outShape) const = 0; - bool is1x1() const - { - return (kernel.height == 1 && kernel.width == 1) && - (stride.height == 1 && stride.width == 1) && - (dilation.height == 1 && dilation.width == 1); - } - bool setActivation(const Ptr& ) { return false; } - bool setBatchNorm(const Ptr& ) { return false; } - - virtual void applyHalideScheduler(Ptr& node, - const std::vector &inputs, - const std::vector &outputs, - int targetId) const - { -#ifdef HAVE_HALIDE - if (targetId != DNN_TARGET_CPU) - { - Layer::applyHalideScheduler(node, inputs, outputs, targetId); - return; - } - Halide::Var x("x"), y("y"), c("c"), n("n"), tile("tile"), yi("yi"), yo("yo"), co("co"), ci("ci"); - Halide::Func& top = node.dynamicCast()->funcs[1]; - Halide::Func& padded_input = node.dynamicCast()->funcs[0]; - - int outW, outH, outC, outN; - getCanonicalSize(outputs[0].size, &outW, &outH, &outC, &outN); - - if (outW == 1 || outH <= 2) - return; - - if (is1x1() || outC <= 16) - top.reorder(x, c, y) - .split(y, yo, yi, 2) - .fuse(yo, n, tile) - .parallel(tile) - .unroll(yi) - .vectorize(x, outW >= 16 ? 16 : outW); - else - top.reorder(x, c, y) - .split(y, yo, yi, 2) - .split(c, co, ci, 16) - .fuse(yo, co, tile).fuse(n, tile, tile) - .parallel(tile) - .unroll(yi) - .vectorize(x, outW >= 16 ? 16 : outW); - padded_input.compute_at(top, yi); -#endif // HAVE_HALIDE - } -}; - -//TODO: simultaneously convolution and bias addition for cache optimization -class ConvolutionLayerImpl : public BaseConvolutionLayerImpl -{ -public: - enum { VEC_ALIGN = 8, DFT_TYPE = CV_32F }; - Mat weightsMat; - std::vector biasvec; - std::vector reluslope; - Ptr activ; - Ptr bnorm; - - MatShape computeColRowShape(const MatShape &inpShape, const MatShape &outShape) const - { - Size out(outShape[3], outShape[2]); - int inpGroupCn = blobs[0].size[1]; - int ksize = inpGroupCn * kernel.height * kernel.width; - return shape(out.area(), ksize); - } - - bool getMemoryShapes(const std::vector &inputs, - const int requiredOutputs, - std::vector &outputs, - std::vector &internals) const - { - CV_Assert(blobs.size() != 0); - CV_Assert(!hasBias() || blobs[1].total() == (size_t)blobs[0].size[0]); - CV_Assert(inputs.size() == (size_t)1); - - internals.clear(); - - int inpCn = inputs[0][1]; - int inpH = inputs[0][2]; - int inpW = inputs[0][3]; - - int outCn = blobs[0].size[0]; - Size out; - - if (padMode.empty()) - { - out.height = (inpH + 2 * pad.height - (dilation.height * (kernel.height - 1) + 1)) / stride.height + 1; - out.width = (inpW + 2 * pad.width - (dilation.width * (kernel.width - 1) + 1)) / stride.width + 1; - } - else - { - getConvPoolOutParams(Size(inpH, inpW), kernel, stride, padMode, out); - } - - int ngroups = inpCn / blobs[0].size[1]; - CV_Assert(inpCn % ngroups == 0 && outCn % ngroups == 0); - - int dims[] = {inputs[0][0], outCn, out.height, out.width}; - outputs.resize(inputs.size(), shape(dims)); - - return false; - } - - bool setActivation(const Ptr& layer) { activ = layer; return true; } - bool setBatchNorm(const Ptr& layer ) - { - bnorm = layer; - // we will need to re-compute the weights with the batch - // norm coefficients taken into account - weightsMat.release(); - return true; - } - - virtual Ptr initHalide(const std::vector > &inputs) - { -#ifdef HAVE_HALIDE - Halide::Buffer inputBuffer = halideBuffer(inputs[0]); - - const int inpCn = inputBuffer.channels(); - const int outCn = blobs[0].size[0]; - const int inpGroupCn = blobs[0].size[1]; - const int group = inpCn / inpGroupCn; - const int outGroupCn = outCn / group; - - Halide::Buffer weights = wrapToHalideBuffer(blobs[0]); - - Halide::Var x("x"), y("y"), c("c"), n("n"); - Halide::Func top = (name.empty() ? Halide::Func() : Halide::Func(name)); - Halide::Func padded_input(name + "_constant_exterior"); - if (pad.width || pad.height) - { - Halide::Func bounded = - Halide::BoundaryConditions::constant_exterior(inputBuffer, 0); - padded_input(x, y, c, n) = bounded(x, y, c, n); - } - else - { - padded_input(x, y, c, n) = inputBuffer(x, y, c, n); - } - - Halide::RDom r(0, kernel.width, 0, kernel.height, 0, inpGroupCn); - - Halide::Expr kc = r.z; - if (group > 1) - { - int outCnBound = outGroupCn; - int inpChBound = inpGroupCn; - Halide::Expr shift = select(c < outCnBound, 0, inpChBound); - for (int i = 2; i < group; ++i) - { - outCnBound += outGroupCn; - inpChBound += inpGroupCn; - shift = select(c < outCnBound, shift, inpChBound); - } - kc += shift; - } - - Halide::Expr kx = x * stride.width - pad.width + r.x * dilation.width; - Halide::Expr ky = y * stride.height - pad.height + r.y * dilation.height; - Halide::Expr topExpr = sum(padded_input(kx, ky, kc, n) * - weights(r.x, r.y, r.z, c)); - if (hasBias()) - { - Halide::Buffer bias = wrapToHalideBuffer(blobs[1], {outCn}); - topExpr += bias(c); - } - top(x, y, c, n) = topExpr; - Ptr pp(new HalideBackendNode({ padded_input, top })); - return Ptr(new HalideBackendNode({ padded_input, top })); -#endif // HAVE_HALIDE - return Ptr(); - } - - class ParallelConv : public cv::ParallelLoopBody - { - public: - enum { BLK_SIZE = 32, BLK_SIZE_CN = 64 }; - - const Mat* input_; - const Mat* weights_; - Mat* output_; - int outShape[4]; - Size kernel_, pad_, stride_, dilation_; - int ngroups_, nstripes_; - std::vector ofstab_; - const std::vector* biasvec_; - const std::vector* reluslope_; - const ActivationLayer* activ_; - bool is1x1_; - bool useAVX2; - - ParallelConv() {} - - static void run( const Mat& input, Mat& output, const Mat& weights, - const std::vector& biasvec, - const std::vector& reluslope, - Size kernel, Size pad, Size stride, Size dilation, - int ngroups, int nstripes, const ActivationLayer* activ ) - { - CV_Assert( input.dims == 4 && output.dims == 4 && - input.size[0] == output.size[0] && - weights.rows == output.size[1] && - weights.cols == (input.size[1]/ngroups)*kernel.width*kernel.height && - input.type() == output.type() && - input.type() == weights.type() && - input.type() == CV_32F && - input.isContinuous() && - output.isContinuous() && - biasvec.size() == (size_t)output.size[1]+2); - ParallelConv p; - - p.input_ = &input; - p.weights_ = &weights; - p.output_ = &output; - for( int i = 0; i < 4; i++ ) p.outShape[i] = output.size[i]; - p.outShape[1] /= ngroups; - p.kernel_ = kernel; p.pad_ = pad; p.stride_ = stride; p.dilation_ = dilation; - p.ngroups_ = ngroups; - p.nstripes_ = nstripes; - - int inpCnAll = input.size[1], width = input.size[3], height = input.size[2]; - int inpCn = inpCnAll / ngroups; - p.is1x1_ = kernel == Size(0,0) && pad == Size(0, 0); - p.useAVX2 = checkHardwareSupport(CPU_AVX2); - - int ncn = std::min(inpCn, (int)BLK_SIZE_CN); - p.ofstab_.resize(kernel.width*kernel.height*ncn); - int* ofstab = &p.ofstab_[0]; - - for( int k = 0; k < ncn; k++ ) - for( int k_r = 0; k_r < kernel.height; k_r++ ) - for( int k_c = 0; k_c < kernel.width; k_c++ ) - ofstab[(k*kernel.height + k_r)*kernel.width + k_c] = - (k*height + k_r*dilation.height)*width + k_c*dilation.width; - - p.biasvec_ = &biasvec; - p.reluslope_ = &reluslope; - p.activ_ = p.reluslope_->empty() ? activ : 0; - - parallel_for_(Range(0, nstripes), p, nstripes); - } - - virtual void operator ()(const Range &r0) const - { - const int valign = ConvolutionLayerImpl::VEC_ALIGN; - int ngroups = ngroups_, batchSize = input_->size[0]*ngroups; - int outW = output_->size[3], outH = output_->size[2], outCn = output_->size[1]/ngroups; - int width = input_->size[3], height = input_->size[2], inpCn = input_->size[1]/ngroups; - int nstripes = nstripes_; - int kernel_w = kernel_.width, kernel_h = kernel_.height; - int pad_w = pad_.width, pad_h = pad_.height; - int stride_w = stride_.width, stride_h = stride_.height; - int dilation_w = dilation_.width, dilation_h = dilation_.height; - int karea = kernel_w*kernel_h; - int i, j, k; - size_t inpPlaneSize = width*height; - size_t outPlaneSize = outW*outH; - bool is1x1 = is1x1_; - - int stripesPerSample; - size_t stripeSize; - Range r = r0; - - if( nstripes >= batchSize*2 ) - { - stripesPerSample = nstripes/batchSize; - stripeSize = alignSize((outPlaneSize + stripesPerSample - 1)/stripesPerSample, valign); - stripeSize = std::min(stripeSize, outPlaneSize); - } - else - { - stripesPerSample = 1; - int samplesPerStripe = std::max((batchSize + nstripes - 1)/nstripes, 1); - r.start *= samplesPerStripe; - r.end *= samplesPerStripe; - nstripes *= samplesPerStripe; - stripeSize = outPlaneSize; - } - - const float* data_inp0_ = input_->ptr(); - const int* ofstab = &ofstab_[0]; - const float* wptr_orig_ = weights_->ptr(); - size_t wstep = weights_->step1(); - const float* biasptr_ = &biasvec_->at(0); - const float* reluptr_ = reluslope_->empty() ? 0 : &reluslope_->at(0); - float* data_out0_ = output_->ptr(); - size_t rowbufsz = (size_t)karea*BLK_SIZE_CN*BLK_SIZE; - AutoBuffer rowbuf0_(rowbufsz + valign); - float* rowbuf0 = alignPtr((float*)rowbuf0_, (int)(valign*sizeof(float))); - - // we clear the buffer once; ultimately, it lets us to avoid - // tail processing after running the unrolled/vectorized loop. - // the main idea is to make sure that the tail (a.k.a. padding) of each row - // (i.e. the elements with indices between vsz=karea*ncn and vsz_a) - // does not contain NaNs or Infs. Because the padding in the weights - // matrix is explicitly initialized with 0's, we handle all other - // cases nicely, i.e. we can skip expliciting re-initialization - // of the padding - we just retain elements from the previous iteration - // of the loop over channels (cn0). - memset(rowbuf0, 0, rowbufsz*sizeof(rowbuf0[0]) ); - - for( int stripe = r.start; stripe < r.end; stripe++ ) - { - int subsampleIdx = stripe/stripesPerSample; - if( subsampleIdx >= batchSize ) - break; - int stripeStart = (int)((stripe - subsampleIdx*stripesPerSample)*stripeSize); - int stripeEnd = (int)std::min(stripeStart + stripeSize, outPlaneSize); - const float* data_inp0 = data_inp0_ + subsampleIdx*inpPlaneSize*inpCn; - float* data_out0 = data_out0_ + subsampleIdx*outPlaneSize*outCn; - int startOutCn = (subsampleIdx % ngroups)*outCn; - const float* wptr_orig = wptr_orig_ + wstep*startOutCn; - const float* biasptr = biasptr_ + startOutCn; - - for( int cn0 = 0; cn0 < inpCn; cn0 += BLK_SIZE_CN ) - { - int cn1 = std::min(cn0 + BLK_SIZE_CN, inpCn); - int ncn = cn1 - cn0, vsz = karea*ncn; - int vsz_a = (int)alignSize(vsz, valign); - const float* wptr = wptr_orig + cn0*karea; - // we apply [Channels][P]ReLU (if any) during the final pass only. - const float* relu = cn1 == inpCn && reluptr_ ? reluptr_ + startOutCn : 0; - - for( int ofs0 = stripeStart; ofs0 < stripeEnd; ofs0 += BLK_SIZE ) - { - int ofs, ofs1 = std::min(ofs0 + BLK_SIZE, stripeEnd); - - // do im2row for a part of input tensor - if( is1x1 ) - { - for( ofs = ofs0; ofs < ofs1; ofs++ ) - { - int out_i = ofs / outW; - int out_j = ofs - out_i * outW; - float* rowbuf = rowbuf0 + (ofs - ofs0)*vsz_a; - - int in_i = out_i * stride_h - pad_h; - int in_j = out_j * stride_w - pad_w; - const float* imgptr = data_inp0 + (cn0*height + in_i)*width + in_j; - - for( k = 0; k < vsz; k++ ) - rowbuf[k] = imgptr[k*inpPlaneSize]; - } - } - else - { - for( ofs = ofs0; ofs < ofs1; ofs++ ) - { - int out_i = ofs / outW; - int out_j = ofs - out_i * outW; - float* rowbuf = rowbuf0 + (ofs - ofs0)*vsz_a; - - int in_i = out_i * stride_h - pad_h; - int in_j = out_j * stride_w - pad_w; - const float* imgptr = data_inp0 + (cn0*height + in_i)*width + in_j; - - // this condition should be true for most of the tensor elements, i.e. - // most of the time the kernel aperture is inside the tensor X-Y plane. - if( 0 <= in_i && in_i < height - (kernel_h-1)*dilation_h && - 0 <= in_j && in_j < width - (kernel_w-1)*dilation_w ) - { - for( k = 0; k < vsz; k++ ) - rowbuf[k] = imgptr[ofstab[k]]; - } - else - { - int i0 = std::max(0, (-in_i + dilation_h-1)/dilation_h); - int i1 = std::min(kernel_h, (height - in_i + dilation_h-1)/dilation_h); - int j0 = std::max(0, (-in_j + dilation_w-1)/dilation_w); - int j1 = std::min(kernel_w, (width - in_j + dilation_w-1)/dilation_w); - - // here some non-continous sub-row of the row will not be - // filled from the tensor; we need to make sure that the uncovered - // elements are explicitly set to 0's. the easiest way is to - // set all the elements to 0's before the loop. - memset(rowbuf, 0, vsz*sizeof(rowbuf[0])); - for( k = 0; k < ncn; k++, imgptr += width*height ) - { - for( i = i0; i < i1; i++ ) - { - for( j = j0; j < j1; j++ ) - { - int imgofs = i*(dilation_h*width) + j*dilation_w; - rowbuf[(k*kernel_h + i)*kernel_w + j] = imgptr[imgofs]; - } - } - } - } - } - } - - // now compute dot product of the weights - // and im2row-transformed part of the tensor - int bsz = ofs1 - ofs0; - #if CV_DNN_TRY_AVX2 - if(useAVX2) - fastConv_avx2(wptr, wstep, biasptr, rowbuf0, data_out0 + ofs0, - outShape, bsz, vsz, vsz_a, relu, cn0 == 0); - else - #endif - for( int i = 0; i < outCn; i += 2 ) - { - const float* wptr0 = wptr + i*wstep; - const float* wptr1 = wptr0 + wstep; - float* outptr0 = data_out0 + ofs0 + i*outPlaneSize; - float* outptr1 = outptr0 + outPlaneSize; - float bias0 = biasptr[i], bias1 = biasptr[i+1]; - float r0 = 1.f, r1 = 1.f; - - if( i+1 >= outCn ) - { - wptr1 = wptr0; - outptr1 = outptr0; - bias1 = bias0; - } - - if( relu ) - { - r0 = relu[i]; - r1 = relu[i+1]; - } - - int j = 0; - #if CV_SIMD128 - v_float32x4 vr0 = v_setall_f32(r0), vr1 = v_setall_f32(r1), z = v_setzero_f32(); - - for( ; j <= bsz - 4; j += 4 ) - { - const float* rptr = rowbuf0 + j*vsz_a; - v_float32x4 s0, s1; - - if( cn0 == 0 ) - { - s0 = v_setall_f32(bias0); - s1 = v_setall_f32(bias1); - } - else - { - s0 = v_load(outptr0 + j); - s1 = v_load(outptr1 + j); - } - - v_float32x4 vs00 = v_setzero_f32(), vs01 = v_setzero_f32(), - vs02 = v_setzero_f32(), vs03 = v_setzero_f32(), - vs10 = v_setzero_f32(), vs11 = v_setzero_f32(), - vs12 = v_setzero_f32(), vs13 = v_setzero_f32(); - for( k = 0; k < vsz; k += 4, rptr += 4 ) - { - v_float32x4 w0 = v_load_aligned(wptr0 + k), w1 = v_load_aligned(wptr1 + k); - v_float32x4 r0 = v_load_aligned(rptr), r1 = v_load_aligned(rptr + vsz_a), - r2 = v_load_aligned(rptr + vsz_a*2), r3 = v_load_aligned(rptr + vsz_a*3); - - vs00 += w0*r0; - vs01 += w0*r1; - vs02 += w0*r2; - vs03 += w0*r3; - - vs10 += w1*r0; - vs11 += w1*r1; - vs12 += w1*r2; - vs13 += w1*r3; - } - s0 += v_reduce_sum4(vs00, vs01, vs02, vs03); - s1 += v_reduce_sum4(vs10, vs11, vs12, vs13); - if( relu ) - { - s0 = v_select(s0 > z, s0, s0*vr0); - s1 = v_select(s1 > z, s1, s1*vr1); - } - - v_store(outptr0 + j, s0); - v_store(outptr1 + j, s1); - } - #endif - for( ; j < bsz; j++ ) - { - const float* rptr = rowbuf0 + j*vsz_a; - float s00, s10; - - if( cn0 == 0 ) - { - s00 = bias0; - s10 = bias1; - } - else - { - s00 = outptr0[j]; - s10 = outptr1[j]; - } - - for( k = 0; k < vsz; k++ ) - { - float r0 = rptr[k]; - s00 += wptr0[k]*r0; - s10 += wptr1[k]*r0; - } - if( relu ) - { - s00 = s00 > 0.f ? s00 : s00*r0; - s10 = s10 > 0.f ? s10 : s10*r1; - } - - outptr0[j] = s00; - outptr1[j] = s10; - } - } - } - } - - if( activ_ ) - activ_->forwardSlice(data_out0 + stripeStart, data_out0 + stripeStart, - (int)(stripeEnd - stripeStart), - outPlaneSize, startOutCn, startOutCn + outCn); - } - } - }; - - void forward(std::vector &inputs, std::vector &outputs, std::vector &internals) - { - /*printf("conv %s: input (%d x %d x %d x %d), kernel (%d x %d), pad (%d x %d), stride (%d x %d), dilation (%d x %d)\n", - name.c_str(), inputs[0]->size[0], inputs[0]->size[1], inputs[0]->size[2], inputs[0]->size[3], - kernel.width, kernel.height, pad.width, pad.height, - stride.width, stride.height, dilation.width, dilation.height);*/ - CV_Assert(inputs.size() == (size_t)1 && inputs[0]->size[1] % blobs[0].size[1] == 0); - int ngroups = inputs[0]->size[1]/blobs[0].size[1]; - CV_Assert(outputs[0].size[1] % ngroups == 0); - - int k, outCn = blobs[0].size[0]; - - if( weightsMat.empty() ) - { - // prepare weightsMat where each row is aligned and has enough zero padding on the right to - // use vectorized (i.e. with intrinsics) loops without tail processing - Mat wm = blobs[0].reshape(1, outCn).clone(); - if( wm.step1() % VEC_ALIGN != 0 ) - { - int newcols = (int)alignSize(wm.step1(), VEC_ALIGN); - Mat wm_buffer = Mat(outCn, newcols, wm.type()); - Mat wm_padding = wm_buffer.colRange(wm.cols, newcols); - wm_padding.setTo(Scalar::all(0.)); - Mat wm_aligned = wm_buffer.colRange(0, wm.cols); - wm.copyTo(wm_aligned); - wm = wm_aligned; - } - weightsMat = wm; - - Mat biasMat = hasBias() ? blobs[1].reshape(1, outCn) : Mat(); - biasvec.resize(outCn+2); - if( biasMat.empty() ) - { - for( k = 0; k < outCn; k++ ) - biasvec[k] = 0.f; - } - else - { - for( k = 0; k < outCn; k++ ) - biasvec[k] = biasMat.at(k); - } - - if( !bnorm.empty() ) - { - Mat scale, shift; - bnorm->getScaleShift(scale, shift); - - CV_Assert( scale.isContinuous() && shift.isContinuous() && - scale.type() == CV_32F && shift.type() == CV_32F && - scale.total() == (size_t)outCn && - shift.total() == (size_t)outCn ); - - for( int i = 0; i < outCn; i++ ) - { - float s = scale.at(i); - float delta = shift.at(i); - float* w_i = weightsMat.ptr(i); - int j, wcols = weightsMat.cols; - - for( j = 0; j < wcols; j++ ) - w_i[j] *= s; - - biasvec[i] = biasvec[i]*s + delta; - } - } - biasvec[outCn] = biasvec[outCn+1] = biasvec[outCn-1]; - } - - if( activ ) - { - Ptr activ_relu = activ.dynamicCast(); - if( !activ_relu.empty() ) - reluslope.assign(outCn+2, activ_relu->negativeSlope); - - Ptr activ_chprelu = activ.dynamicCast(); - if( !activ_chprelu.empty() ) - { - const Mat& m = activ_chprelu->blobs[0]; - CV_Assert(m.isContinuous() && m.type() == CV_32F && (int)m.total() == outCn); - const float* mdata = m.ptr(); - reluslope.resize(outCn+2); - std::copy(mdata, mdata + outCn, reluslope.begin()); - reluslope[outCn] = reluslope[outCn+1] = reluslope[outCn-1]; - } - } - - int nstripes = std::max(getNumThreads(), 1); - - ParallelConv::run(*inputs[0], outputs[0], weightsMat, biasvec, reluslope, - kernel, pad, stride, dilation, ngroups, nstripes, activ.get()); - } - - virtual int64 getFLOPS(const std::vector &inputs, - const std::vector &outputs) const - { - CV_Assert(inputs.size() == outputs.size()); - - int64 flops = 0; - for (int i = 0; i < inputs.size(); i++) - { - flops += total(outputs[i])*(2*kernel.area()*inputs[i][1] + 1); - } - - return flops; - } -}; - -class DeConvolutionLayerImpl : public BaseConvolutionLayerImpl -{ -public: - Mat weightsMat, biasesMat; - - MatShape computeColRowShape(const MatShape &inpShape, const MatShape &outShape) const - { - int inpCn = inpShape[1]; - int inpH = inpShape[2]; - int inpW = inpShape[3]; - int outCn = outShape[1]; - int ngroups = inpCn / blobs[0].size[1]; - int outGroupCn = outCn / ngroups; - int ksize = outGroupCn * kernel.height * kernel.width; - return shape(ksize, inpH * inpW); - } - - bool getMemoryShapes(const std::vector &inputs, - const int requiredOutputs, - std::vector &outputs, - std::vector &internals) const - { - CV_Assert(!hasBias() || blobs[1].total() == (size_t)blobs[0].size[0]); - CV_Assert(inputs.size() != 0); - - int inpCn = inputs[0][1]; - int inpH = inputs[0][2]; - int inpW = inputs[0][3]; - - int outH = stride.height * (inpH - 1) + kernel.height - 2 * pad.height + adjustPad.height; - int outW = stride.width * (inpW - 1) + kernel.width - 2 * pad.width + adjustPad.width; - int outCn = blobs[0].size[0]; - - int ngroups = inpCn / blobs[0].size[1]; - - CV_Assert(inpCn % ngroups == 0 && outCn % ngroups == 0); - CV_Assert(blobs[0].size[0] == outCn && blobs[0].size[1] == inpCn / ngroups); - - int dims[] = {inputs[0][0], outCn, outH, outW}; - outputs.resize(inputs.size(), shape(dims)); - - internals.push_back(MatShape()); - if (!is1x1()) - internals[0] = computeColRowShape(inputs[0], outputs[0]); - - if (hasBias()) - internals.push_back(shape(1, outH*outW)); - - return false; - } - - class MatMulInvoker : public ParallelLoopBody - { - public: - MatMulInvoker(const Mat& a, const Mat& b, Mat& c, int nstripes) - { - a_ = &a; - b_ = &b; - c_ = &c; - nstripes_ = nstripes; - useAVX2 = checkHardwareSupport(CPU_AVX2); - } - - void operator()(const Range& range_) const - { - int stripeSize = (int)alignSize((b_->cols + nstripes_ - 1)/nstripes_, 16); - Range range(range_.start*stripeSize, std::min(range_.end*stripeSize, b_->cols)); - int mmax = a_->rows; - int nmax = range.end - range.start; - int kmax = a_->cols; - int m, n, k; - const float* aptr = a_->ptr(); - const float* bptr = b_->ptr() + range.start; - float* cptr = c_->ptr() + range.start; - size_t astep = a_->step1(); - size_t bstep = b_->step1(); - size_t cstep = c_->step1(); - - #if CV_DNN_TRY_AVX2 - if( useAVX2 ) - fastGEMM_avx2( aptr, astep, bptr, bstep, cptr, cstep, mmax, kmax, nmax ); - else - #endif - for( m = 0; m < mmax; m += 2 ) - { - float* dst0 = cptr + cstep*m; - float* dst1 = cptr + cstep*std::min(m+1, mmax-1); - const float* aptr0 = aptr + astep*m; - const float* aptr1 = aptr + astep*std::min(m+1, mmax-1); - - for( n = 0; n < nmax; n++ ) - { - dst0[n] = 0.f; - dst1[n] = 0.f; - } - - for( k = 0; k < kmax; k += 4 ) - { - float alpha00 = aptr0[k]; - float alpha01 = aptr1[k]; - float alpha10 = 0.f, alpha11 = 0.f; - float alpha20 = 0.f, alpha21 = 0.f; - float alpha30 = 0.f, alpha31 = 0.f; - const float* bptr0 = bptr + k*bstep; - const float* bptr1 = bptr0; - const float* bptr2 = bptr0; - const float* bptr3 = bptr0; - - if( k+1 < kmax ) - { - alpha10 = aptr0[k+1]; - alpha11 = aptr1[k+1]; - bptr1 = bptr0 + bstep; - if( k+2 < kmax ) - { - alpha20 = aptr0[k+2]; - alpha21 = aptr1[k+2]; - bptr2 = bptr1 + bstep; - if( k+3 < kmax ) - { - alpha30 = aptr0[k+3]; - alpha31 = aptr1[k+3]; - bptr3 = bptr2 + bstep; - } - } - } - n = 0; - - #if CV_SIMD128 - v_float32x4 a00 = v_setall_f32(alpha00); - v_float32x4 a01 = v_setall_f32(alpha01); - v_float32x4 a10 = v_setall_f32(alpha10); - v_float32x4 a11 = v_setall_f32(alpha11); - v_float32x4 a20 = v_setall_f32(alpha20); - v_float32x4 a21 = v_setall_f32(alpha21); - v_float32x4 a30 = v_setall_f32(alpha30); - v_float32x4 a31 = v_setall_f32(alpha31); - - for( ; n <= nmax - 4; n += 4 ) - { - v_float32x4 b0 = v_load(bptr0 + n); - v_float32x4 b1 = v_load(bptr1 + n); - v_float32x4 b2 = v_load(bptr2 + n); - v_float32x4 b3 = v_load(bptr3 + n); - v_float32x4 d0 = v_load(dst0 + n); - v_float32x4 d1 = v_load(dst1 + n); - d0 += b0*a00; - d1 += b0*a01; - d0 += b1*a10; - d1 += b1*a11; - d0 += b2*a20; - d1 += b2*a21; - d0 += b3*a30; - d1 += b3*a31; - v_store(dst0 + n, d0); - v_store(dst1 + n, d1); - } - #endif - - for( ; n < nmax; n++ ) - { - float b0 = bptr0[n], b1 = bptr1[n]; - float b2 = bptr2[n], b3 = bptr3[n]; - float d0 = dst0[n] + alpha00*b0 + alpha10*b1 + alpha20*b2 + alpha30*b3; - float d1 = dst1[n] + alpha01*b0 + alpha11*b1 + alpha21*b2 + alpha31*b3; - dst0[n] = d0; - dst1[n] = d1; - } - } - } - } - - const Mat *a_, *b_; - Mat* c_; - int nstripes_; - bool useAVX2; - }; - - class Col2ImInvoker : public cv::ParallelLoopBody - { - public: - const float* data_col; - const float* biasvec; - int channels, height, width; - int kernel_h, kernel_w; - int pad_h, pad_w; - int stride_h, stride_w; - float* data_im; - int height_col, width_col; - int nstripes; - bool is1x1; - - Col2ImInvoker() {} - - static void run(const float* data_col, - int channels, int height, int width, - int kernel_h, int kernel_w, - int pad_h, int pad_w, - int stride_h, int stride_w, - float* data_im, - const float* biasvec, - bool is1x1) - { - const int nstripes = getNumThreads(); - - Col2ImInvoker t; - t.data_col = data_col; - t.data_im = data_im; - t.channels = channels; t.height = height; t.width = width; - t.kernel_h = kernel_h; t.kernel_w = kernel_w; - t.pad_h = pad_h; t.pad_w = pad_w; - t.stride_h = stride_h; t.stride_w = stride_w; - t.height_col = (height + 2 * pad_h - kernel_h) / stride_h + 1; - t.width_col = (width + 2 * pad_w - kernel_w) / stride_w + 1; - t.nstripes = nstripes; - t.is1x1 = is1x1; - t.biasvec = biasvec; - - parallel_for_(Range(0, nstripes), t, nstripes); - } - - virtual void operator ()(const Range &r) const - { - const float* data_col_ = data_col; - float* data_im_ = data_im; - int coeff_h = (1 - stride_h * kernel_w * height_col) * width_col; - int coeff_w = (1 - stride_w * height_col * width_col); - size_t total = (size_t)channels * height * width; - size_t stripeSize = (total + nstripes - 1)/nstripes; - size_t startIndex = r.start*stripeSize; - size_t endIndex = std::min(r.end*stripeSize, total); - int w = (int)(startIndex % width + pad_w); - int h = (int)((startIndex / width) % height + pad_h); - int c = (int)(startIndex / (width * height)); - int h_col_start = (h < kernel_h) ? 0 : (h - kernel_h) / stride_h + 1; - int h_col_end = std::min(h / stride_h + 1, height_col); - int plane_size_col = height_col * width_col; - int offset = (c * kernel_h * kernel_w + h * kernel_w + w) * plane_size_col; - bool is1x1_ = is1x1; - const float* biasvec_ = biasvec; - - for (size_t index = startIndex; index < endIndex; index++) - { - // compute the start and end of the output - int w_col_start = (w < kernel_w) ? 0 : (w - kernel_w) / stride_w + 1; - int w_col_end = std::min(w / stride_w + 1, width_col); - float val; - - if( is1x1_ ) - val = data_im_[index]; - else - { - val = 0.f; - for (int h_col = h_col_start; h_col < h_col_end; ++h_col) { - for (int w_col = w_col_start; w_col < w_col_end; ++w_col) { - val += data_col_[offset + h_col * coeff_h + w_col * coeff_w]; - } - } - } - data_im_[index] = val + biasvec_[c]; - - offset += plane_size_col; - if( ++w >= width + pad_w ) - { - w = (int)((index + 1)% width + pad_w); - h = (int)(((index + 1) / width) % height + pad_h); - c = (int)((index + 1) / (width * height)); - h_col_start = (h < kernel_h) ? 0 : (h - kernel_h) / stride_h + 1; - h_col_end = std::min(h / stride_h + 1, height_col); - offset = (c * kernel_h * kernel_w + h * kernel_w + w) * plane_size_col; - } - } - } - }; - - void forward(std::vector &inputs, std::vector &outputs, std::vector &internals) - { - int outCn = blobs[0].size[0]; - int inpCn = inputs[0]->size[1]; - bool is1x1flag = is1x1(); - int nstripes = getNumThreads(); - - if( weightsMat.empty() ) - { - transpose(blobs[0].reshape(1, inpCn), weightsMat); - biasesMat = hasBias() ? blobs[1].reshape(1, outCn) : Mat::zeros(outCn, 1, CV_32F); - } - - for (size_t ii = 0; ii < outputs.size(); ii++) - { - int ngroups = inpCn / blobs[0].size[1]; - int inpGroupCn = blobs[0].size[1]; - int outGroupCn = outCn / ngroups; - const Mat& inp = *inputs[ii]; - Mat& out = outputs[ii]; - int numImg = inp.size[0]; - int outH = out.size[2], outW = out.size[3]; - - Mat convBlob = inputs[ii]->reshape(1, numImg*inpCn); - Mat decnBlob = out.reshape(1, numImg*outCn); - - for (int n = 0; n < numImg; n++) - { - for (int g = 0; g < ngroups; g++) - { - Mat dstMat = decnBlob.rowRange(_Range((g + n * ngroups) * outGroupCn, outGroupCn)); - Mat &colMat = is1x1flag ? dstMat : internals[0]; - - Mat convMat = convBlob.rowRange(_Range((g + n * ngroups) * inpGroupCn, inpGroupCn)); - Mat wghtMat = weightsMat.colRange(_Range(g * inpGroupCn, inpGroupCn)); - Mat curBiasMat = biasesMat.rowRange(_Range(g * outGroupCn, outGroupCn)); - - //gemm(wghtMat, convMat, 1, colMat, 0, colMat, 0); - MatMulInvoker mminvoker(wghtMat, convMat, colMat, nstripes); - parallel_for_(Range(0, nstripes), mminvoker, nstripes); - - Col2ImInvoker::run(colMat.ptr(), outGroupCn, outH, outW, - kernel.height, kernel.width, pad.height, pad.width, - stride.height, stride.width, dstMat.ptr(), - curBiasMat.ptr(), is1x1flag); - } - } - } - } - - virtual Ptr initHalide(const std::vector > &inputs) - { -#ifdef HAVE_HALIDE - Halide::Buffer inputBuffer = halideBuffer(inputs[0]); - - int inW, inH, inC, inN, outC = blobs[0].size[0]; - getCanonicalSize(inputBuffer, &inW, &inH, &inC, &inN); - - if (inC / blobs[0].size[1] != 1) - CV_Error(cv::Error::StsNotImplemented, - "Halide backend for Deconvolution with group > 1 is not implemented"); - - Halide::Var x("x"), y("y"), c("c"), n("n"); - Halide::Func top = (name.empty() ? Halide::Func() : Halide::Func(name)); - Halide::Func padded_input(name + "_constant_exterior"); - auto weights = wrapToHalideBuffer(blobs[0], {kernel.width, - kernel.height, outC, inC}); - - Halide::Func dilated_input("dilated_input"); - dilated_input(x, y, c, n) = 0.0f; - Halide::RDom r1(0, inW, 0, inH); - dilated_input(r1.x * stride.width, r1.y * stride.height, c, n) = - inputBuffer(r1.x, r1.y, c, n); - dilated_input.compute_root(); - - Halide::Func bounded = - Halide::BoundaryConditions::constant_exterior(dilated_input, 0, - 0, (inW - 1) * stride.width + 1, - 0, (inH - 1) * stride.height + 1, - 0, inC, 0, inN); - padded_input(x, y, c, n) = bounded(x, y, c, n); - - Halide::RDom r(0, kernel.width, 0, kernel.height, 0, inC); - Halide::Expr topExpr = sum( - padded_input(x + pad.width - r.x, y + pad.height - r.y, r.z, n) * - weights(r.x, r.y, c, r.z)); - if (hasBias()) - { - auto bias = wrapToHalideBuffer(blobs[1], {outC}); - topExpr += bias(c); - } - top(x, y, c, n) = topExpr; - return Ptr(new HalideBackendNode({ padded_input, top })); -#endif // HAVE_HALIDE - return Ptr(); - } - - virtual int64 getFLOPS(const std::vector &inputs, - const std::vector &outputs) const - { - CV_Assert(inputs.size() == outputs.size()); - - float flops = 0; - int outChannels = blobs[0].size[0]; - - for (int i = 0; i < inputs.size(); i++) - { - flops += 2*outChannels*kernel.area()*total(inputs[i]); - } - - return flops; - } -}; - -//Convolution and Deconvolution -static void initConvDeconvLayerFromCaffe(Ptr l, const LayerParams ¶ms) -{ - l->setParamsFrom(params); - getConvolutionKernelParams(params, l->kernel.height, l->kernel.width, l->pad.height, - l->pad.width, l->stride.height, l->stride.width, l->dilation.height, - l->dilation.width, l->padMode); - - bool bias = params.get("bias_term", true); - int numOutput = params.get("num_output"); - int ngroups = params.get("group", 1); - - l->adjustPad.height = params.get("adj_h", 0); - l->adjustPad.width = params.get("adj_w", 0); - - CV_Assert(numOutput % ngroups == 0); - CV_Assert((bias && l->blobs.size() == 2) || (!bias && l->blobs.size() == 1)); - CV_Assert(l->adjustPad.width < l->stride.width && - l->adjustPad.height < l->stride.height); -} - -Ptr ConvolutionLayer::create(const LayerParams ¶ms) -{ - Ptr l(new ConvolutionLayerImpl); - initConvDeconvLayerFromCaffe(l, params); - return l; -} - -Ptr DeconvolutionLayer::create(const LayerParams ¶ms) -{ - Ptr l(new DeConvolutionLayerImpl); - initConvDeconvLayerFromCaffe(l, params); - - return l; -} - -} -} diff --git a/modules/dnn/src/layers/crop_layer.cpp b/modules/dnn/src/layers/crop_layer.cpp deleted file mode 100755 index 5615033cc..000000000 --- a/modules/dnn/src/layers/crop_layer.cpp +++ /dev/null @@ -1,153 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -#include "../precomp.hpp" -#include "layers_common.hpp" - -namespace cv -{ -namespace dnn -{ - -class CropLayerImpl : public CropLayer -{ -public: - CropLayerImpl(const LayerParams& params) - { - setParamsFrom(params); - startAxis = params.get("axis", 2); - const DictValue *paramOffset = params.ptr("offset"); - - if (paramOffset) - { - for (int i = 0; i < paramOffset->size(); i++) - offset.push_back(paramOffset->get(i)); - } - } - - bool getMemoryShapes(const std::vector &inputs, - const int requiredOutputs, - std::vector &outputs, - std::vector &internals) const - { - CV_Assert(inputs.size() == 2); - - MatShape dstShape = inputs[0]; - int start = clamp(startAxis, dstShape); - for (int i = start; i < dstShape.size(); i++) - { - dstShape[i] = inputs[1][i]; - } - - outputs.resize(1, dstShape); - - return false; - } - - void finalize(const std::vector &inputs, std::vector &outputs) - { - CV_Assert(2 == inputs.size()); - - const Mat &inpBlob = *inputs[0]; - const Mat &inpSzBlob = *inputs[1]; - - int dims = inpBlob.dims; - int start_axis = clamp(startAxis, dims); - - std::vector offset_final(dims, 0); - if (offset.size() == 1) - { - for (int i = start_axis; i < dims; i++) - offset_final[i] = offset[0]; - } - else if (offset.size() > 1) - { - if ((int)offset.size() != dims - start_axis) - CV_Error(Error::StsBadArg, "number of offset values specified must be " - "equal to the number of dimensions following axis."); - - for (int i = start_axis; i < dims; i++) - offset_final[i] = offset[i - start_axis]; - } - - crop_ranges.resize(dims, Range::all()); - for (int i = 0; i < dims; i++) - { - if( i < start_axis ) - continue; - - if (!offset.empty()) //normal case - { - if (offset_final[i] < 0 || offset_final[i] + inpSzBlob.size[i] > inpBlob.size[i]) - CV_Error(Error::StsBadArg, "invalid crop parameters"); - - crop_ranges[i] = Range(offset_final[i], offset_final[i] + inpSzBlob.size[i]); - } - else //detect offset automatically so that cropped image is center of original one - { - if (inpSzBlob.size[i] > inpBlob.size[i]) - CV_Error(Error::StsBadArg, "invalid output blob size"); - - int cur_crop = (inpBlob.size[i] - inpSzBlob.size[i]) / 2; - crop_ranges[i] = Range(cur_crop, cur_crop + inpSzBlob.size[i]); - } - } - } - - void forward(std::vector &inputs, std::vector &outputs, std::vector &internals) - { - Mat &input = *inputs[0]; - Mat &output = outputs[0]; - - input(&crop_ranges[0]).copyTo(output); - } - - std::vector crop_ranges; -}; - - -Ptr CropLayer::create(const LayerParams& params) -{ - return Ptr(new CropLayerImpl(params)); -} - -} -} diff --git a/modules/dnn/src/layers/detection_output_layer.cpp b/modules/dnn/src/layers/detection_output_layer.cpp deleted file mode 100644 index 463d0a093..000000000 --- a/modules/dnn/src/layers/detection_output_layer.cpp +++ /dev/null @@ -1,798 +0,0 @@ -/*M /////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -#include "../precomp.hpp" -#include "layers_common.hpp" -#include -#include -#include - -namespace cv -{ -namespace dnn -{ - -namespace util -{ - -template -std::string to_string(T value) -{ - std::ostringstream stream; - stream << value; - return stream.str(); -} - -template -void make_error(const std::string& message1, const T& message2) -{ - std::string error(message1); - error += std::string(util::to_string(message2)); - CV_Error(Error::StsBadArg, error.c_str()); -} - -template -bool SortScorePairDescend(const std::pair& pair1, - const std::pair& pair2) -{ - return pair1.first > pair2.first; -} - -} - -class DetectionOutputLayerImpl : public DetectionOutputLayer -{ -public: - unsigned _numClasses; - bool _shareLocation; - int _numLocClasses; - - int _backgroundLabelId; - - typedef caffe::PriorBoxParameter_CodeType CodeType; - CodeType _codeType; - - bool _varianceEncodedInTarget; - int _keepTopK; - float _confidenceThreshold; - - float _nmsThreshold; - int _topK; - - enum { _numAxes = 4 }; - static const std::string _layerName; - - typedef std::map > LabelBBox; - - bool getParameterDict(const LayerParams ¶ms, - const std::string ¶meterName, - DictValue& result) - { - if (!params.has(parameterName)) - { - return false; - } - - result = params.get(parameterName); - return true; - } - - template - T getParameter(const LayerParams ¶ms, - const std::string ¶meterName, - const size_t &idx=0, - const bool required=true, - const T& defaultValue=T()) - { - DictValue dictValue; - bool success = getParameterDict(params, parameterName, dictValue); - if(!success) - { - if(required) - { - std::string message = _layerName; - message += " layer parameter does not contain "; - message += parameterName; - message += " parameter."; - CV_Error(Error::StsBadArg, message); - } - else - { - return defaultValue; - } - } - return dictValue.get(idx); - } - - void getCodeType(const LayerParams ¶ms) - { - String codeTypeString = params.get("code_type").toLowerCase(); - if (codeTypeString == "corner") - _codeType = caffe::PriorBoxParameter_CodeType_CORNER; - else if (codeTypeString == "center_size") - _codeType = caffe::PriorBoxParameter_CodeType_CENTER_SIZE; - else - _codeType = caffe::PriorBoxParameter_CodeType_CORNER; - } - - DetectionOutputLayerImpl(const LayerParams ¶ms) - { - _numClasses = getParameter(params, "num_classes"); - _shareLocation = getParameter(params, "share_location"); - _numLocClasses = _shareLocation ? 1 : _numClasses; - _backgroundLabelId = getParameter(params, "background_label_id"); - _varianceEncodedInTarget = getParameter(params, "variance_encoded_in_target", 0, false, false); - _keepTopK = getParameter(params, "keep_top_k"); - _confidenceThreshold = getParameter(params, "confidence_threshold", 0, false, -FLT_MAX); - _topK = getParameter(params, "top_k", 0, false, -1); - - getCodeType(params); - - // Parameters used in nms. - _nmsThreshold = getParameter(params, "nms_threshold"); - CV_Assert(_nmsThreshold > 0.); - - setParamsFrom(params); - } - - void checkInputs(const std::vector &inputs) - { - for (size_t i = 1; i < inputs.size(); i++) - { - CV_Assert(inputs[i]->size == inputs[0]->size); - } - } - - bool getMemoryShapes(const std::vector &inputs, - const int requiredOutputs, - std::vector &outputs, - std::vector &internals) const - { - CV_Assert(inputs.size() > 0); - CV_Assert(inputs[0][0] == inputs[1][0]); - - int numPriors = inputs[2][2] / 4; - CV_Assert((numPriors * _numLocClasses * 4) == inputs[0][1]); - CV_Assert(int(numPriors * _numClasses) == inputs[1][1]); - - // num() and channels() are 1. - // Since the number of bboxes to be kept is unknown before nms, we manually - // set it to (fake) 1. - // Each row is a 7 dimension std::vector, which stores - // [image_id, label, confidence, xmin, ymin, xmax, ymax] - outputs.resize(1, shape(1, 1, 1, 7)); - - return false; - } - - void forward(std::vector &inputs, std::vector &outputs, std::vector &internals) - { - const float* locationData = inputs[0]->ptr(); - const float* confidenceData = inputs[1]->ptr(); - const float* priorData = inputs[2]->ptr(); - - int num = inputs[0]->size[0]; - int numPriors = inputs[2]->size[2] / 4; - - // Retrieve all location predictions. - std::vector allLocationPredictions; - GetLocPredictions(locationData, num, numPriors, _numLocClasses, - _shareLocation, &allLocationPredictions); - - // Retrieve all confidences. - std::vector > > allConfidenceScores; - GetConfidenceScores(confidenceData, num, numPriors, _numClasses, - &allConfidenceScores); - - // Retrieve all prior bboxes. It is same within a batch since we assume all - // images in a batch are of same dimension. - std::vector priorBBoxes; - std::vector > priorVariances; - GetPriorBBoxes(priorData, numPriors, &priorBBoxes, &priorVariances); - - const bool clip_bbox = false; - // Decode all loc predictions to bboxes. - std::vector allDecodedBBoxes; - DecodeBBoxesAll(allLocationPredictions, priorBBoxes, priorVariances, num, - _shareLocation, _numLocClasses, _backgroundLabelId, - _codeType, _varianceEncodedInTarget, clip_bbox, &allDecodedBBoxes); - - int numKept = 0; - std::vector > > allIndices; - for (int i = 0; i < num; ++i) - { - const LabelBBox& decodeBBoxes = allDecodedBBoxes[i]; - const std::map >& confidenceScores = - allConfidenceScores[i]; - std::map > indices; - int numDetections = 0; - for (int c = 0; c < (int)_numClasses; ++c) - { - if (c == _backgroundLabelId) - { - // Ignore background class. - continue; - } - if (confidenceScores.find(c) == confidenceScores.end()) - { - // Something bad happened if there are no predictions for current label. - util::make_error("Could not find confidence predictions for label ", c); - } - - const std::vector& scores = confidenceScores.find(c)->second; - int label = _shareLocation ? -1 : c; - if (decodeBBoxes.find(label) == decodeBBoxes.end()) - { - // Something bad happened if there are no predictions for current label. - util::make_error("Could not find location predictions for label ", label); - continue; - } - const std::vector& bboxes = - decodeBBoxes.find(label)->second; - ApplyNMSFast(bboxes, scores, _confidenceThreshold, _nmsThreshold, 1.0, - _topK, &(indices[c])); - numDetections += indices[c].size(); - } - if (_keepTopK > -1 && numDetections > _keepTopK) - { - std::vector > > scoreIndexPairs; - for (std::map >::iterator it = indices.begin(); - it != indices.end(); ++it) - { - int label = it->first; - const std::vector& labelIndices = it->second; - if (confidenceScores.find(label) == confidenceScores.end()) - { - // Something bad happened for current label. - util::make_error("Could not find location predictions for label ", label); - continue; - } - const std::vector& scores = confidenceScores.find(label)->second; - for (size_t j = 0; j < labelIndices.size(); ++j) - { - size_t idx = labelIndices[j]; - CV_Assert(idx < scores.size()); - scoreIndexPairs.push_back( - std::make_pair(scores[idx], std::make_pair(label, idx))); - } - } - // Keep outputs k results per image. - std::sort(scoreIndexPairs.begin(), scoreIndexPairs.end(), - util::SortScorePairDescend >); - scoreIndexPairs.resize(_keepTopK); - // Store the new indices. - std::map > newIndices; - for (size_t j = 0; j < scoreIndexPairs.size(); ++j) - { - int label = scoreIndexPairs[j].second.first; - int idx = scoreIndexPairs[j].second.second; - newIndices[label].push_back(idx); - } - allIndices.push_back(newIndices); - numKept += _keepTopK; - } - else - { - allIndices.push_back(indices); - numKept += numDetections; - } - } - - if (numKept == 0) - { - CV_ErrorNoReturn(Error::StsError, "Couldn't find any detections"); - return; - } - int outputShape[] = {1, 1, numKept, 7}; - outputs[0].create(4, outputShape, CV_32F); - float* outputsData = outputs[0].ptr(); - - int count = 0; - for (int i = 0; i < num; ++i) - { - const std::map >& confidenceScores = - allConfidenceScores[i]; - const LabelBBox& decodeBBoxes = allDecodedBBoxes[i]; - for (std::map >::iterator it = allIndices[i].begin(); - it != allIndices[i].end(); ++it) - { - int label = it->first; - if (confidenceScores.find(label) == confidenceScores.end()) - { - // Something bad happened if there are no predictions for current label. - util::make_error("Could not find confidence predictions for label ", label); - continue; - } - const std::vector& scores = confidenceScores.find(label)->second; - int locLabel = _shareLocation ? -1 : label; - if (decodeBBoxes.find(locLabel) == decodeBBoxes.end()) - { - // Something bad happened if there are no predictions for current label. - util::make_error("Could not find location predictions for label ", locLabel); - continue; - } - const std::vector& bboxes = - decodeBBoxes.find(locLabel)->second; - std::vector& indices = it->second; - - for (size_t j = 0; j < indices.size(); ++j) - { - int idx = indices[j]; - outputsData[count * 7] = i; - outputsData[count * 7 + 1] = label; - outputsData[count * 7 + 2] = scores[idx]; - caffe::NormalizedBBox clipBBox = bboxes[idx]; - outputsData[count * 7 + 3] = clipBBox.xmin(); - outputsData[count * 7 + 4] = clipBBox.ymin(); - outputsData[count * 7 + 5] = clipBBox.xmax(); - outputsData[count * 7 + 6] = clipBBox.ymax(); - - ++count; - } - } - } - } - - // Compute bbox size. - float BBoxSize(const caffe::NormalizedBBox& bbox, - const bool normalized=true) - { - if (bbox.xmax() < bbox.xmin() || bbox.ymax() < bbox.ymin()) - { - // If bbox is invalid (e.g. xmax < xmin or ymax < ymin), return 0. - return 0; - } - else - { - if (bbox.has_size()) - { - return bbox.size(); - } - else - { - float width = bbox.xmax() - bbox.xmin(); - float height = bbox.ymax() - bbox.ymin(); - if (normalized) - { - return width * height; - } - else - { - // If bbox is not within range [0, 1]. - return (width + 1) * (height + 1); - } - } - } - } - - // Clip the caffe::NormalizedBBox such that the range for each corner is [0, 1]. - void ClipBBox(const caffe::NormalizedBBox& bbox, - caffe::NormalizedBBox* clipBBox) - { - clipBBox->set_xmin(std::max(std::min(bbox.xmin(), 1.f), 0.f)); - clipBBox->set_ymin(std::max(std::min(bbox.ymin(), 1.f), 0.f)); - clipBBox->set_xmax(std::max(std::min(bbox.xmax(), 1.f), 0.f)); - clipBBox->set_ymax(std::max(std::min(bbox.ymax(), 1.f), 0.f)); - clipBBox->clear_size(); - clipBBox->set_size(BBoxSize(*clipBBox)); - clipBBox->set_difficult(bbox.difficult()); - } - - // Decode a bbox according to a prior bbox. - void DecodeBBox( - const caffe::NormalizedBBox& prior_bbox, const std::vector& prior_variance, - const CodeType code_type, const bool variance_encoded_in_target, - const bool clip_bbox, const caffe::NormalizedBBox& bbox, - caffe::NormalizedBBox* decode_bbox) { - if (code_type == caffe::PriorBoxParameter_CodeType_CORNER) { - if (variance_encoded_in_target) { - // variance is encoded in target, we simply need to add the offset - // predictions. - decode_bbox->set_xmin(prior_bbox.xmin() + bbox.xmin()); - decode_bbox->set_ymin(prior_bbox.ymin() + bbox.ymin()); - decode_bbox->set_xmax(prior_bbox.xmax() + bbox.xmax()); - decode_bbox->set_ymax(prior_bbox.ymax() + bbox.ymax()); - } else { - // variance is encoded in bbox, we need to scale the offset accordingly. - decode_bbox->set_xmin( - prior_bbox.xmin() + prior_variance[0] * bbox.xmin()); - decode_bbox->set_ymin( - prior_bbox.ymin() + prior_variance[1] * bbox.ymin()); - decode_bbox->set_xmax( - prior_bbox.xmax() + prior_variance[2] * bbox.xmax()); - decode_bbox->set_ymax( - prior_bbox.ymax() + prior_variance[3] * bbox.ymax()); - } - } else if (code_type == caffe::PriorBoxParameter_CodeType_CENTER_SIZE) { - float prior_width = prior_bbox.xmax() - prior_bbox.xmin(); - CV_Assert(prior_width > 0); - float prior_height = prior_bbox.ymax() - prior_bbox.ymin(); - CV_Assert(prior_height > 0); - float prior_center_x = (prior_bbox.xmin() + prior_bbox.xmax()) / 2.; - float prior_center_y = (prior_bbox.ymin() + prior_bbox.ymax()) / 2.; - - float decode_bbox_center_x, decode_bbox_center_y; - float decode_bbox_width, decode_bbox_height; - if (variance_encoded_in_target) { - // variance is encoded in target, we simply need to retore the offset - // predictions. - decode_bbox_center_x = bbox.xmin() * prior_width + prior_center_x; - decode_bbox_center_y = bbox.ymin() * prior_height + prior_center_y; - decode_bbox_width = exp(bbox.xmax()) * prior_width; - decode_bbox_height = exp(bbox.ymax()) * prior_height; - } else { - // variance is encoded in bbox, we need to scale the offset accordingly. - decode_bbox_center_x = - prior_variance[0] * bbox.xmin() * prior_width + prior_center_x; - decode_bbox_center_y = - prior_variance[1] * bbox.ymin() * prior_height + prior_center_y; - decode_bbox_width = - exp(prior_variance[2] * bbox.xmax()) * prior_width; - decode_bbox_height = - exp(prior_variance[3] * bbox.ymax()) * prior_height; - } - - decode_bbox->set_xmin(decode_bbox_center_x - decode_bbox_width / 2.); - decode_bbox->set_ymin(decode_bbox_center_y - decode_bbox_height / 2.); - decode_bbox->set_xmax(decode_bbox_center_x + decode_bbox_width / 2.); - decode_bbox->set_ymax(decode_bbox_center_y + decode_bbox_height / 2.); - } else { - CV_Error(Error::StsBadArg, "Unknown LocLossType."); - } - float bbox_size = BBoxSize(*decode_bbox); - decode_bbox->set_size(bbox_size); - if (clip_bbox) { - ClipBBox(*decode_bbox, decode_bbox); - } - } - - // Decode a set of bboxes according to a set of prior bboxes. - void DecodeBBoxes( - const std::vector& prior_bboxes, - const std::vector >& prior_variances, - const CodeType code_type, const bool variance_encoded_in_target, - const bool clip_bbox, const std::vector& bboxes, - std::vector* decode_bboxes) { - CV_Assert(prior_bboxes.size() == prior_variances.size()); - CV_Assert(prior_bboxes.size() == bboxes.size()); - int num_bboxes = prior_bboxes.size(); - if (num_bboxes >= 1) { - CV_Assert(prior_variances[0].size() == 4); - } - decode_bboxes->clear(); - for (int i = 0; i < num_bboxes; ++i) { - caffe::NormalizedBBox decode_bbox; - DecodeBBox(prior_bboxes[i], prior_variances[i], code_type, - variance_encoded_in_target, clip_bbox, bboxes[i], &decode_bbox); - decode_bboxes->push_back(decode_bbox); - } - } - - // Decode all bboxes in a batch. - void DecodeBBoxesAll(const std::vector& all_loc_preds, - const std::vector& prior_bboxes, - const std::vector >& prior_variances, - const int num, const bool share_location, - const int num_loc_classes, const int background_label_id, - const CodeType code_type, const bool variance_encoded_in_target, - const bool clip, std::vector* all_decode_bboxes) { - CV_Assert(all_loc_preds.size() == num); - all_decode_bboxes->clear(); - all_decode_bboxes->resize(num); - for (int i = 0; i < num; ++i) { - // Decode predictions into bboxes. - LabelBBox& decode_bboxes = (*all_decode_bboxes)[i]; - for (int c = 0; c < num_loc_classes; ++c) { - int label = share_location ? -1 : c; - if (label == background_label_id) { - // Ignore background class. - continue; - } - if (all_loc_preds[i].find(label) == all_loc_preds[i].end()) { - // Something bad happened if there are no predictions for current label. - util::make_error("Could not find location predictions for label ", label); - } - const std::vector& label_loc_preds = - all_loc_preds[i].find(label)->second; - DecodeBBoxes(prior_bboxes, prior_variances, - code_type, variance_encoded_in_target, clip, - label_loc_preds, &(decode_bboxes[label])); - } - } - } - - // Get prior bounding boxes from prior_data. - // prior_data: 1 x 2 x num_priors * 4 x 1 blob. - // num_priors: number of priors. - // prior_bboxes: stores all the prior bboxes in the format of caffe::NormalizedBBox. - // prior_variances: stores all the variances needed by prior bboxes. - void GetPriorBBoxes(const float* priorData, const int& numPriors, - std::vector* priorBBoxes, - std::vector >* priorVariances) - { - priorBBoxes->clear(); - priorVariances->clear(); - for (int i = 0; i < numPriors; ++i) - { - int startIdx = i * 4; - caffe::NormalizedBBox bbox; - bbox.set_xmin(priorData[startIdx]); - bbox.set_ymin(priorData[startIdx + 1]); - bbox.set_xmax(priorData[startIdx + 2]); - bbox.set_ymax(priorData[startIdx + 3]); - float bboxSize = BBoxSize(bbox); - bbox.set_size(bboxSize); - priorBBoxes->push_back(bbox); - } - - for (int i = 0; i < numPriors; ++i) - { - int startIdx = (numPriors + i) * 4; - std::vector var; - for (int j = 0; j < 4; ++j) - { - var.push_back(priorData[startIdx + j]); - } - priorVariances->push_back(var); - } - } - - // Scale the caffe::NormalizedBBox w.r.t. height and width. - void ScaleBBox(const caffe::NormalizedBBox& bbox, - const int height, const int width, - caffe::NormalizedBBox* scaleBBox) - { - scaleBBox->set_xmin(bbox.xmin() * width); - scaleBBox->set_ymin(bbox.ymin() * height); - scaleBBox->set_xmax(bbox.xmax() * width); - scaleBBox->set_ymax(bbox.ymax() * height); - scaleBBox->clear_size(); - bool normalized = !(width > 1 || height > 1); - scaleBBox->set_size(BBoxSize(*scaleBBox, normalized)); - scaleBBox->set_difficult(bbox.difficult()); - } - - // Get location predictions from loc_data. - // loc_data: num x num_preds_per_class * num_loc_classes * 4 blob. - // num: the number of images. - // num_preds_per_class: number of predictions per class. - // num_loc_classes: number of location classes. It is 1 if share_location is - // true; and is equal to number of classes needed to predict otherwise. - // share_location: if true, all classes share the same location prediction. - // loc_preds: stores the location prediction, where each item contains - // location prediction for an image. - void GetLocPredictions(const float* locData, const int num, - const int numPredsPerClass, const int numLocClasses, - const bool shareLocation, std::vector* locPreds) - { - locPreds->clear(); - if (shareLocation) - { - CV_Assert(numLocClasses == 1); - } - locPreds->resize(num); - for (int i = 0; i < num; ++i) - { - LabelBBox& labelBBox = (*locPreds)[i]; - for (int p = 0; p < numPredsPerClass; ++p) - { - int startIdx = p * numLocClasses * 4; - for (int c = 0; c < numLocClasses; ++c) - { - int label = shareLocation ? -1 : c; - if (labelBBox.find(label) == labelBBox.end()) - { - labelBBox[label].resize(numPredsPerClass); - } - labelBBox[label][p].set_xmin(locData[startIdx + c * 4]); - labelBBox[label][p].set_ymin(locData[startIdx + c * 4 + 1]); - labelBBox[label][p].set_xmax(locData[startIdx + c * 4 + 2]); - labelBBox[label][p].set_ymax(locData[startIdx + c * 4 + 3]); - } - } - locData += numPredsPerClass * numLocClasses * 4; - } - } - - // Get confidence predictions from conf_data. - // conf_data: num x num_preds_per_class * num_classes blob. - // num: the number of images. - // num_preds_per_class: number of predictions per class. - // num_classes: number of classes. - // conf_preds: stores the confidence prediction, where each item contains - // confidence prediction for an image. - void GetConfidenceScores(const float* confData, const int num, - const int numPredsPerClass, const int numClasses, - std::vector > >* confPreds) - { - confPreds->clear(); - confPreds->resize(num); - for (int i = 0; i < num; ++i) - { - std::map >& labelScores = (*confPreds)[i]; - for (int p = 0; p < numPredsPerClass; ++p) - { - int startIdx = p * numClasses; - for (int c = 0; c < numClasses; ++c) - { - labelScores[c].push_back(confData[startIdx + c]); - } - } - confData += numPredsPerClass * numClasses; - } - } - - // Do non maximum suppression given bboxes and scores. - // Inspired by Piotr Dollar's NMS implementation in EdgeBox. - // https://goo.gl/jV3JYS - // bboxes: a set of bounding boxes. - // scores: a set of corresponding confidences. - // score_threshold: a threshold used to filter detection results. - // nms_threshold: a threshold used in non maximum suppression. - // top_k: if not -1, keep at most top_k picked indices. - // indices: the kept indices of bboxes after nms. - void ApplyNMSFast(const std::vector& bboxes, - const std::vector& scores, const float score_threshold, - const float nms_threshold, const float eta, const int top_k, - std::vector* indices) { - // Sanity check. - CV_Assert(bboxes.size() == scores.size()); - - // Get top_k scores (with corresponding indices). - std::vector > score_index_vec; - GetMaxScoreIndex(scores, score_threshold, top_k, &score_index_vec); - - // Do nms. - float adaptive_threshold = nms_threshold; - indices->clear(); - while (score_index_vec.size() != 0) { - const int idx = score_index_vec.front().second; - bool keep = true; - for (int k = 0; k < indices->size(); ++k) { - if (keep) { - const int kept_idx = (*indices)[k]; - float overlap = JaccardOverlap(bboxes[idx], bboxes[kept_idx]); - keep = overlap <= adaptive_threshold; - } else { - break; - } - } - if (keep) { - indices->push_back(idx); - } - score_index_vec.erase(score_index_vec.begin()); - if (keep && eta < 1 && adaptive_threshold > 0.5) { - adaptive_threshold *= eta; - } - } - } - - // Get max scores with corresponding indices. - // scores: a set of scores. - // threshold: only consider scores higher than the threshold. - // top_k: if -1, keep all; otherwise, keep at most top_k. - // score_index_vec: store the sorted (score, index) pair. - void GetMaxScoreIndex(const std::vector& scores, const float threshold,const int top_k, - std::vector >* score_index_vec) - { - // Generate index score pairs. - for (size_t i = 0; i < scores.size(); ++i) - { - if (scores[i] > threshold) - { - score_index_vec->push_back(std::make_pair(scores[i], i)); - } - } - - // Sort the score pair according to the scores in descending order - std::stable_sort(score_index_vec->begin(), score_index_vec->end(), - util::SortScorePairDescend); - - // Keep top_k scores if needed. - if (top_k > -1 && top_k < (int)score_index_vec->size()) - { - score_index_vec->resize(top_k); - } - } - - // Compute the intersection between two bboxes. - void IntersectBBox(const caffe::NormalizedBBox& bbox1, - const caffe::NormalizedBBox& bbox2, - caffe::NormalizedBBox* intersect_bbox) { - if (bbox2.xmin() > bbox1.xmax() || bbox2.xmax() < bbox1.xmin() || - bbox2.ymin() > bbox1.ymax() || bbox2.ymax() < bbox1.ymin()) - { - // Return [0, 0, 0, 0] if there is no intersection. - intersect_bbox->set_xmin(0); - intersect_bbox->set_ymin(0); - intersect_bbox->set_xmax(0); - intersect_bbox->set_ymax(0); - } - else - { - intersect_bbox->set_xmin(std::max(bbox1.xmin(), bbox2.xmin())); - intersect_bbox->set_ymin(std::max(bbox1.ymin(), bbox2.ymin())); - intersect_bbox->set_xmax(std::min(bbox1.xmax(), bbox2.xmax())); - intersect_bbox->set_ymax(std::min(bbox1.ymax(), bbox2.ymax())); - } - } - - // Compute the jaccard (intersection over union IoU) overlap between two bboxes. - float JaccardOverlap(const caffe::NormalizedBBox& bbox1, - const caffe::NormalizedBBox& bbox2, - const bool normalized=true) - { - caffe::NormalizedBBox intersect_bbox; - IntersectBBox(bbox1, bbox2, &intersect_bbox); - float intersect_width, intersect_height; - if (normalized) - { - intersect_width = intersect_bbox.xmax() - intersect_bbox.xmin(); - intersect_height = intersect_bbox.ymax() - intersect_bbox.ymin(); - } - else - { - intersect_width = intersect_bbox.xmax() - intersect_bbox.xmin() + 1; - intersect_height = intersect_bbox.ymax() - intersect_bbox.ymin() + 1; - } - if (intersect_width > 0 && intersect_height > 0) - { - float intersect_size = intersect_width * intersect_height; - float bbox1_size = BBoxSize(bbox1); - float bbox2_size = BBoxSize(bbox2); - return intersect_size / (bbox1_size + bbox2_size - intersect_size); - } - else - { - return 0.; - } - } -}; - -const std::string DetectionOutputLayerImpl::_layerName = std::string("DetectionOutput"); - -Ptr DetectionOutputLayer::create(const LayerParams ¶ms) -{ - return Ptr(new DetectionOutputLayerImpl(params)); -} - -} -} diff --git a/modules/dnn/src/layers/elementwise_layers.cpp b/modules/dnn/src/layers/elementwise_layers.cpp deleted file mode 100644 index 97f75847a..000000000 --- a/modules/dnn/src/layers/elementwise_layers.cpp +++ /dev/null @@ -1,502 +0,0 @@ -#include "../precomp.hpp" -#include "op_halide.hpp" -#include "opencv2/imgproc.hpp" -#include - -namespace cv -{ -namespace dnn -{ - -using std::abs; -using std::exp; -using std::tanh; -using std::pow; - -template -class ElementWiseLayer : public Func::Layer -{ -public: - class PBody : public cv::ParallelLoopBody - { - public: - const Func* func_; - const Mat* src_; - Mat* dst_; - int nstripes_; - - PBody(const Func &func, const Mat &src, Mat& dst, int nstripes) - { - func_ = &func; - src_ = &src; - dst_ = &dst; - nstripes_ = nstripes; - } - - void operator()(const Range &r) const - { - int nstripes = nstripes_, nsamples, outCn; - size_t planeSize; - - if( src_->dims == 4 ) - { - nsamples = src_->size[0]; - outCn = src_->size[1]; - planeSize = (size_t)src_->size[2]*src_->size[3]; - } - else - { - nsamples = outCn = 1; - planeSize = (size_t)src_->total(); - } - - size_t stripeSize = (planeSize + nstripes - 1)/nstripes; - size_t stripeStart = r.start*stripeSize; - size_t stripeEnd = std::min(r.end*stripeSize, planeSize); - - for( int i = 0; i < nsamples; i++ ) - { - const float* srcptr = src_->ptr(i) + stripeStart; - float* dstptr = dst_->ptr(i) + stripeStart; - func_->apply(srcptr, dstptr, (int)(stripeEnd - stripeStart), planeSize, 0, outCn); - } - } - }; - - ElementWiseLayer(const Func &f=Func()) { func = f; } - - virtual bool supportBackend(int backendId) - { - return backendId == DNN_BACKEND_DEFAULT || - backendId == DNN_BACKEND_HALIDE && haveHalide(); - } - - virtual Ptr tryAttach(const Ptr& node) - { - switch (node->backendId) - { - case DNN_BACKEND_HALIDE: - { -#ifdef HAVE_HALIDE - auto base = node.dynamicCast(); - Halide::Func& input = base->funcs.back(); - Halide::Var x("x"), y("y"), c("c"), n("n"); - Halide::Func top = (this->name.empty() ? Halide::Func() : Halide::Func(this->name)); - func.attachHalide(input(x, y, c, n), top); - return Ptr(new HalideBackendNode(base, top)); -#endif // HAVE_HALIDE - break; - } - } - return Ptr(); - } - - virtual Ptr initHalide(const std::vector > &inputs) - { -#ifdef HAVE_HALIDE - Halide::Buffer input = halideBuffer(inputs[0]); - Halide::Var x("x"), y("y"), c("c"), n("n"); - Halide::Func top = (this->name.empty() ? Halide::Func() : Halide::Func(this->name)); - func.attachHalide(input(x, y, c, n), top); - return Ptr(new HalideBackendNode(top)); -#endif // HAVE_HALIDE - return Ptr(); - } - - bool getMemoryShapes(const std::vector &inputs, - const int requiredOutputs, - std::vector &outputs, - std::vector &internals) const - { - Layer::getMemoryShapes(inputs, requiredOutputs, outputs, internals); - return true; - } - - void forward(std::vector &inputs, std::vector &outputs, std::vector &internals) - { - for (size_t i = 0; i < inputs.size(); i++) - { - const Mat &src = *inputs[i]; - Mat &dst = outputs[i]; - CV_Assert(src.size == dst.size && src.type() == dst.type() && - src.isContinuous() && dst.isContinuous() && src.type() == CV_32F); - - const int nstripes = getNumThreads(); - PBody body(func, src, dst, nstripes); - parallel_for_(Range(0, nstripes), body, nstripes); - } - } - - void forwardSlice(const float* src, float* dst, int len, size_t planeSize, int cn0, int cn1) const - { - func.apply(src, dst, len, planeSize, cn0, cn1); - } - - virtual int64 getFLOPS(const std::vector &inputs, - const std::vector &outputs) const - { - long flops = 0; - for (int i = 0; i < outputs.size(); i++) - { - flops += total(outputs[i]) * func.getFLOPSPerElement(); - } - return flops; - } - - Func func; - bool run_parallel; -}; - -struct ReLUFunctor -{ - typedef ReLULayer Layer; - float slope; - - explicit ReLUFunctor(float slope_=1.f) : slope(slope_) {} - - void apply(const float* srcptr, float* dstptr, int len, size_t planeSize, int cn0, int cn1) const - { - float s = slope; - for( int cn = cn0; cn < cn1; cn++, srcptr += planeSize, dstptr += planeSize ) - { - int i = 0; -#if CV_SIMD128 - v_float32x4 s4 = v_setall_f32(s), z = v_setzero_f32(); - for( ; i <= len - 16; i += 16 ) - { - v_float32x4 x0 = v_load(srcptr + i); - v_float32x4 x1 = v_load(srcptr + i + 4); - v_float32x4 x2 = v_load(srcptr + i + 8); - v_float32x4 x3 = v_load(srcptr + i + 12); - x0 = v_select(x0 >= z, x0, x0*s4); - x1 = v_select(x1 >= z, x1, x1*s4); - x2 = v_select(x2 >= z, x2, x2*s4); - x3 = v_select(x3 >= z, x3, x3*s4); - v_store(dstptr + i, x0); - v_store(dstptr + i + 4, x1); - v_store(dstptr + i + 8, x2); - v_store(dstptr + i + 12, x3); - } -#endif - for( ; i < len; i++ ) - { - float x = srcptr[i]; - dstptr[i] = x >= 0.f ? x : s*x; - } - } - } - -#ifdef HAVE_HALIDE - void attachHalide(const Halide::Expr& input, Halide::Func& top) - { - Halide::Var x("x"), y("y"), c("c"), n("n"); - if (slope) - { - top(x, y, c, n) = select(input >= 0.0f, input, slope); - } - else - { - top(x, y, c, n) = max(input, 0.0f); - } - } -#endif // HAVE_HALIDE - - int64 getFLOPSPerElement() const { return 1; } -}; - -struct TanHFunctor -{ - typedef TanHLayer Layer; - - void apply(const float* srcptr, float* dstptr, int len, size_t planeSize, int cn0, int cn1) const - { - for( int cn = cn0; cn < cn1; cn++, srcptr += planeSize, dstptr += planeSize ) - { - for( int i = 0; i < len; i++ ) - { - float x = srcptr[i]; - dstptr[i] = tanh(x); - } - } - } - -#ifdef HAVE_HALIDE - void attachHalide(const Halide::Expr& input, Halide::Func& top) - { - Halide::Var x("x"), y("y"), c("c"), n("n"); - top(x, y, c, n) = tanh(input); - } -#endif // HAVE_HALIDE - - int64 getFLOPSPerElement() const { return 1; } -}; - -struct SigmoidFunctor -{ - typedef SigmoidLayer Layer; - - void apply(const float* srcptr, float* dstptr, int len, size_t planeSize, int cn0, int cn1) const - { - for( int cn = cn0; cn < cn1; cn++, srcptr += planeSize, dstptr += planeSize ) - { - for( int i = 0; i < len; i++ ) - { - float x = srcptr[i]; - dstptr[i] = 1.f/(1.f + exp(-x)); - } - } - } - -#ifdef HAVE_HALIDE - void attachHalide(const Halide::Expr& input, Halide::Func& top) - { - Halide::Var x("x"), y("y"), c("c"), n("n"); - top(x, y, c, n) = 1.0f / (1.0f + exp(-input)); - } -#endif // HAVE_HALIDE - - int64 getFLOPSPerElement() const { return 3; } -}; - -struct AbsValFunctor -{ - typedef AbsLayer Layer; - - void apply(const float* srcptr, float* dstptr, int len, size_t planeSize, int cn0, int cn1) const - { - for( int cn = cn0; cn < cn1; cn++, srcptr += planeSize, dstptr += planeSize ) - { - for( int i = 0; i < len; i++ ) - { - float x = srcptr[i]; - dstptr[i] = abs(x); - } - } - } - -#ifdef HAVE_HALIDE - void attachHalide(const Halide::Expr& input, Halide::Func& top) - { - Halide::Var x("x"), y("y"), c("c"), n("n"); - top(x, y, c, n) = abs(input); - } -#endif // HAVE_HALIDE - - int64 getFLOPSPerElement() const { return 1; } -}; - -struct BNLLFunctor -{ - typedef BNLLLayer Layer; - - void apply(const float* srcptr, float* dstptr, int len, size_t planeSize, int cn0, int cn1) const - { - for( int cn = cn0; cn < cn1; cn++, srcptr += planeSize, dstptr += planeSize ) - { - for( int i = 0; i < len; i++ ) - { - float x = srcptr[i]; - dstptr[i] = log(1.f + exp(-abs(x))); - } - } - } - -#ifdef HAVE_HALIDE - void attachHalide(const Halide::Expr& input, Halide::Func& top) - { - Halide::Var x("x"), y("y"), c("c"), n("n"); - top(x, y, c, n) = log(1.0f + exp(-abs(input))); - } -#endif // HAVE_HALIDE - - int64 getFLOPSPerElement() const { return 5; } -}; - -struct PowerFunctor -{ - typedef PowerLayer Layer; - - float power; - float scale; - float shift; - - explicit PowerFunctor(float power_ = 1.f, float scale_ = 1.f, float shift_ = 0.f) - : power(power_), scale(scale_), shift(shift_) {} - - void apply(const float* srcptr, float* dstptr, int len, size_t planeSize, int cn0, int cn1) const - { - float a = scale, b = shift, p = power; - if( p == 1.f ) - { - for( int cn = cn0; cn < cn1; cn++, srcptr += planeSize, dstptr += planeSize ) - { - for( int i = 0; i < len; i++ ) - { - float x = srcptr[i]; - dstptr[i] = a*x + b; - } - } - } - else - { - for( int cn = cn0; cn < cn1; cn++, srcptr += planeSize, dstptr += planeSize ) - { - for( int i = 0; i < len; i++ ) - { - float x = srcptr[i]; - dstptr[i] = pow(a*x + b, p); - } - } - } - } - -#ifdef HAVE_HALIDE - void attachHalide(const Halide::Expr& input, Halide::Func& top) - { - Halide::Var x("x"), y("y"), c("c"), n("n"); - Halide::Expr topExpr = (scale == 1.0f ? input : input * scale); - if (shift) - { - topExpr += shift; - } - if (power != 1.0f) - { - topExpr = pow(topExpr, power); - } - top(x, y, c, n) = topExpr; - } -#endif // HAVE_HALIDE - - int64 getFLOPSPerElement() const { return power == 1 ? 2 : 10; } -}; - - -struct ChannelsPReLUFunctor -{ - typedef ChannelsPReLULayer Layer; - Mat scale; - - explicit ChannelsPReLUFunctor(const Mat& scale_=Mat()) : scale(scale_) - { - } - - void apply(const float* srcptr, float* dstptr, int len, size_t planeSize, int cn0, int cn1) const - { - CV_Assert(scale.isContinuous() && scale.type() == CV_32F); - - const float* scaleptr = scale.ptr(); - CV_Assert( 0 <= cn0 && cn0 < cn1 && cn1 <= (int)scale.total() ); - - for( int cn = cn0; cn < cn1; cn++, srcptr += planeSize, dstptr += planeSize ) - { - float s = scaleptr[cn]; - int i = 0; - #if CV_SIMD128 - v_float32x4 s4 = v_setall_f32(s), z = v_setzero_f32(); - for( ; i <= len - 16; i += 16 ) - { - v_float32x4 x0 = v_load(ptr + i); - v_float32x4 x1 = v_load(ptr + i + 4); - v_float32x4 x2 = v_load(ptr + i + 8); - v_float32x4 x3 = v_load(ptr + i + 12); - x0 = v_select(x0 >= z, x0, x0*s4); - x1 = v_select(x1 >= z, x1, x1*s4); - x2 = v_select(x2 >= z, x2, x2*s4); - x3 = v_select(x3 >= z, x3, x3*s4); - v_store(ptr + i, x0); - v_store(ptr + i + 4, x1); - v_store(ptr + i + 8, x2); - v_store(ptr + i + 12, x3); - } - #endif - for( ; i < len; i++ ) - { - float x = srcptr[i]; - dstptr[i] = x >= 0.f ? x : s*x; - } - } - } - -#ifdef HAVE_HALIDE - void attachHalide(const Halide::Expr& input, Halide::Func& top) - { - Halide::Var x("x"), y("y"), c("c"), n("n"); - auto weights = wrapToHalideBuffer(scale, {(int)scale.total()}); - top(x, y, c, n) = select(input >= 0.0f, input, weights(c) * input); - } -#endif // HAVE_HALIDE - - int64 getFLOPSPerElement() const { return 1; } -}; - -#define ACTIVATION_CREATOR_FOR(_Layer, _Functor, ...) \ -Ptr<_Layer> _Layer::create() { \ - return return Ptr<_Layer>( new ElementWiseLayer<_Functor>(_Functor()) ); } - - -Ptr ReLULayer::create(const LayerParams& params) -{ - float negativeSlope = params.get("negative_slope", 0.f); - Ptr l(new ElementWiseLayer(ReLUFunctor(negativeSlope))); - l->setParamsFrom(params); - l->negativeSlope = negativeSlope; - - return l; -} - -Ptr TanHLayer::create(const LayerParams& params) -{ - Ptr l(new ElementWiseLayer()); - l->setParamsFrom(params); - - return l; -} - -Ptr SigmoidLayer::create(const LayerParams& params) -{ - Ptr l(new ElementWiseLayer()); - l->setParamsFrom(params); - - return l; -} - -Ptr AbsLayer::create(const LayerParams& params) -{ - Ptr l(new ElementWiseLayer()); - l->setParamsFrom(params); - - return l; -} - -Ptr BNLLLayer::create(const LayerParams& params) -{ - Ptr l(new ElementWiseLayer()); - l->setParamsFrom(params); - - return l; -} - -Ptr PowerLayer::create(const LayerParams& params) -{ - float power = params.get("power", 1.0f); - float scale = params.get("scale", 1.0f); - float shift = params.get("shift", 0.0f); - Ptr l(new ElementWiseLayer(PowerFunctor(power, scale, shift))); - l->setParamsFrom(params); - l->power = power; - l->scale = scale; - l->shift = shift; - - return l; -} - -Ptr ChannelsPReLULayer::create(const LayerParams& params) -{ - Ptr l(new ElementWiseLayer(ChannelsPReLUFunctor(params.blobs[0]))); - l->setParamsFrom(params); - - return l; -} - -} -} diff --git a/modules/dnn/src/layers/eltwise_layer.cpp b/modules/dnn/src/layers/eltwise_layer.cpp deleted file mode 100755 index e6126c7c5..000000000 --- a/modules/dnn/src/layers/eltwise_layer.cpp +++ /dev/null @@ -1,219 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -#include "../precomp.hpp" -#include "layers_common.hpp" -#include "op_halide.hpp" - -namespace cv -{ -namespace dnn -{ - -class EltwiseLayerImpl : public EltwiseLayer -{ -public: - EltwiseOp op; - std::vector coeffs; - - EltwiseLayerImpl(const LayerParams& params) - { - setParamsFrom(params); - op = EltwiseLayer::SUM; - if (params.has("operation")) - { - String operation = params.get("operation").toLowerCase(); - if (operation == "prod") - op = EltwiseLayer::PROD; - else if (operation == "sum") - op = EltwiseLayer::SUM; - else if (operation == "max") - op = EltwiseLayer::MAX; - else - CV_Error(cv::Error::StsBadArg, "Unknown operaticon type \"" + operation + "\""); - } - - if (params.has("coeff")) - { - DictValue paramCoeff = params.get("coeff"); - int i, n = paramCoeff.size(); - coeffs.resize(n); - for (i = 0; i < n; i++) - { - coeffs[i] = paramCoeff.get(i); - } - } - } - - virtual bool supportBackend(int backendId) - { - return backendId == DNN_BACKEND_DEFAULT || - backendId == DNN_BACKEND_HALIDE && haveHalide(); - } - - bool getMemoryShapes(const std::vector &inputs, - const int requiredOutputs, - std::vector &outputs, - std::vector &internals) const - { - CV_Assert(inputs.size() >= 2); - CV_Assert(coeffs.size() == 0 || coeffs.size() == inputs.size()); - CV_Assert(op == SUM || coeffs.size() == 0); - - for (int i = 1; i < inputs.size(); i++) - { - CV_Assert(inputs[0] == inputs[i]); - } - - outputs.assign(1, inputs[0]); - - return false; - } - - void forward(std::vector &inputs, std::vector &outputs, std::vector &internals) - { - Mat& output = outputs[0]; - switch (op) - { - case SUM: - CV_Assert(coeffs.size() == 0 || coeffs.size() == inputs.size()); - if (0 < coeffs.size()) - { - output.setTo(0.); - for (size_t i = 0; i < inputs.size(); i++) - { - output += *inputs[i] * coeffs[i]; - } - } - else - { - add(*inputs[0], *inputs[1], output); - for (size_t i = 2; i < inputs.size(); i++) - { - output += *inputs[i]; - } - } - break; - case PROD: - output.setTo(1.); - for (size_t i = 0; i < inputs.size(); i++) - { - output = output.mul(*inputs[i]); - } - break; - case MAX: - cv::max(*inputs[0], *inputs[1], output); - for (size_t i = 2; i < inputs.size(); i++) - { - cv::max(output, *inputs[i], output); - } - break; - default: - CV_Assert(0); - break; - } - } - - virtual Ptr initHalide(const std::vector > &input) - { -#ifdef HAVE_HALIDE - Halide::Var x("x"), y("y"), c("c"), n("n"); - Halide::Func top = (name.empty() ? Halide::Func() : Halide::Func(name)); - Halide::Expr topExpr; - std::vector > inputBuffers = halideBuffers(input); - switch (op) - { - case SUM: - if (coeffs.empty()) - { - topExpr = inputBuffers[0](x, y, c, n) + - inputBuffers[1](x, y, c, n); - for (int i = 2; i < inputBuffers.size(); ++i) - topExpr += inputBuffers[i](x, y, c, n); - } - else - { - topExpr = coeffs[0] * inputBuffers[0](x, y, c, n) + - coeffs[1] * inputBuffers[1](x, y, c, n); - for (int i = 2; i < inputBuffers.size(); ++i) - topExpr += coeffs[i] * inputBuffers[i](x, y, c, n); - } - break; - case PROD: - topExpr = inputBuffers[0](x, y, c, n) * - inputBuffers[1](x, y, c, n); - for (int i = 2; i < inputBuffers.size(); ++i) - topExpr *= inputBuffers[i](x, y, c, n); - break; - case MAX: - topExpr = max(inputBuffers[0](x, y, c, n), - inputBuffers[1](x, y, c, n)); - for (int i = 2; i < inputBuffers.size(); ++i) - topExpr = max(topExpr, inputBuffers[i](x, y, c, n)); - break; - default: - return Ptr(); - } - top(x, y, c, n) = topExpr; - return Ptr(new HalideBackendNode(top)); -#endif // HAVE_HALIDE - return Ptr(); - } - - virtual int64 getFLOPS(const std::vector &inputs, - const std::vector &outputs) const - { - (void)outputs; // suppress unused variable warning - CV_Assert(inputs.size()); - - long flops = inputs.size() * total(inputs[0]); - - return flops; - } -}; - -Ptr EltwiseLayer::create(const LayerParams& params) -{ - return Ptr(new EltwiseLayerImpl(params)); -} - -} -} diff --git a/modules/dnn/src/layers/flatten_layer.cpp b/modules/dnn/src/layers/flatten_layer.cpp deleted file mode 100644 index 78b373401..000000000 --- a/modules/dnn/src/layers/flatten_layer.cpp +++ /dev/null @@ -1,125 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -#include "../precomp.hpp" -#include "layers_common.hpp" -#include -#include -#include - -namespace cv -{ -namespace dnn -{ - -class FlattenLayerImpl : public FlattenLayer -{ -public: - FlattenLayerImpl(const LayerParams ¶ms) - { - _startAxis = params.get("axis", 1); - _endAxis = params.get("end_axis", -1); - setParamsFrom(params); - } - - bool getMemoryShapes(const std::vector &inputs, - const int requiredOutputs, - std::vector &outputs, - std::vector &internals) const - { - CV_Assert(inputs.size() > 0); - for (size_t i = 1; i < inputs.size(); i++) - { - CV_Assert(inputs[i] == inputs[0]); - } - - int numAxes = inputs[0].size(); - int startAxis = clamp(_startAxis, numAxes); - int endAxis = clamp(_endAxis, numAxes); - - for (size_t i = 1; i < inputs.size(); i++) - { - CV_Assert(inputs[i] == inputs[0]); - } - - - CV_Assert(startAxis >= 0); - CV_Assert(endAxis >= startAxis && endAxis < (int)numAxes); - - size_t flattenedDimensionSize = total(inputs[0], startAxis, endAxis + 1); - - MatShape outputShapeVec; - for (int i = 0; i < startAxis; i++) - { - outputShapeVec.push_back(inputs[0][i]); - } - outputShapeVec.push_back(flattenedDimensionSize); - for (size_t i = endAxis + 1; i < numAxes; i++) - { - outputShapeVec.push_back(inputs[0][i]); - } - CV_Assert(outputShapeVec.size() <= 4); - - outputs.resize(inputs.size(), outputShapeVec); - - return true; - } - - void forward(std::vector &inputs, std::vector &outputs, std::vector &internals) - { - for (size_t i = 0; i < inputs.size(); i++) - { - MatShape outShape = shape(outputs[i]); - outputs[i] = inputs[i]->reshape(1, (int)outShape.size(), &outShape[0]); - } - } - - int _startAxis; - int _endAxis; -}; - -Ptr FlattenLayer::create(const LayerParams& params) -{ - return Ptr(new FlattenLayerImpl(params)); -} - -} -} diff --git a/modules/dnn/src/layers/fully_connected_layer.cpp b/modules/dnn/src/layers/fully_connected_layer.cpp deleted file mode 100644 index 9f790da63..000000000 --- a/modules/dnn/src/layers/fully_connected_layer.cpp +++ /dev/null @@ -1,281 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -#include "../precomp.hpp" -#include "layers_common.hpp" -#include "op_halide.hpp" -#include - -namespace cv -{ -namespace dnn -{ - -class FullyConnectedLayerImpl : public InnerProductLayer -{ -public: - enum { VEC_ALIGN = 8 }; - - FullyConnectedLayerImpl(const LayerParams& params) - { - setParamsFrom(params); - CV_Assert(1 <= blobs.size() && blobs.size() <= 2); - - int numOutput = params.get("num_output"); - int innerSize = (int)blobs[0].total() / numOutput; - bias = params.get("bias_term", true); - axis = params.get("axis", 1); - - CV_Assert(blobs[0].dims >= 2 && (size_t)(innerSize * numOutput) == blobs[0].total()); - CV_Assert(!bias || (blobs.size() == 2 && (size_t)numOutput == blobs[1].total())); - - weightsMat = blobs[0] = blobs[0].reshape(1, numOutput); - int vecsize = weightsMat.cols; - if( vecsize % VEC_ALIGN != 0 ) - { - int vecsize_aligned = (int)alignSize(vecsize, VEC_ALIGN); - Mat weightsBuf(weightsMat.rows, vecsize_aligned, weightsMat.type()); - Mat wpadding = weightsBuf.colRange(vecsize, vecsize_aligned); - wpadding.setTo(Scalar::all(0.)); - weightsMat = weightsBuf.colRange(0, vecsize); - blobs[0].copyTo(weightsMat); - blobs[0] = weightsMat; - } - - if (bias) - biasMat = blobs[1] = blobs[1].reshape(1, 1); - else - biasMat = Mat::zeros(1, numOutput, weightsMat.type()); - } - - bool getMemoryShapes(const std::vector &inputs, - const int requiredOutputs, - std::vector &outputs, - std::vector &) const - { - CV_Assert(inputs.size() > 0); - CV_Assert(1 <= blobs.size() && blobs.size() <= 2); - CV_Assert(blobs[0].dims == 2); - - int cAxis = clamp(axis, inputs[0]); - int outerSize = total(inputs[0], 0, cAxis); - int numOutput = blobs[0].size[0]; - outputs.resize(inputs.size(), shape(outerSize, numOutput)); - - CV_Assert(!bias || (size_t)numOutput == blobs[1].total()); - return false; - } - - virtual bool supportBackend(int backendId) - { - return backendId == DNN_BACKEND_DEFAULT || - backendId == DNN_BACKEND_HALIDE && haveHalide() && axis == 1; - } - - class FullConnected : public ParallelLoopBody - { - public: - FullConnected(const Mat& srcMat, const Mat& weights, const Mat& biasMat, Mat& dstMat, int nstripes) - { - CV_Assert( srcMat.dims == 2 && srcMat.cols == weights.cols && - dstMat.rows == srcMat.rows && dstMat.cols == weights.rows && - srcMat.type() == weights.type() && weights.type() == dstMat.type() && - srcMat.type() == CV_32F && - (biasMat.empty() || (biasMat.type() == srcMat.type() && - biasMat.isContinuous() && (int)biasMat.total() == dstMat.cols)) ); - - srcMat_ = &srcMat; - weights_ = &weights; - biasMat_ = &biasMat; - dstMat_ = &dstMat; - nstripes_ = nstripes; - useAVX2_ = checkHardwareSupport(CPU_AVX2); - } - - void operator()(const Range& r) const - { - int valign = FullyConnectedLayerImpl::VEC_ALIGN; - int nsamples = srcMat_->rows; - int nw0 = weights_->rows; - int k, vecsize = srcMat_->cols; - int vecsize_aligned = (int)alignSize(vecsize, VEC_ALIGN); - int nstripes = nstripes_; - size_t total = (size_t)nsamples*nw0; - size_t stripeSize = (total + nstripes - 1)/nstripes; - size_t stripeStart = r.start*stripeSize; - size_t stripeEnd = r.end == nstripes ? total : std::min(r.end*stripeSize, total); - size_t wstep = weights_->step1(); - AutoBuffer srcbuf(vecsize_aligned + valign); - float* sptr = alignPtr((float*)srcbuf, (int)(valign*sizeof(float))); - - for( k = vecsize; k < vecsize_aligned; k++ ) - sptr[k] = 0.f; - - for( size_t ofs = stripeStart; ofs < stripeEnd; ) - { - int sampleIdx = (int)(ofs / nw0); - int delta = (int)(ofs - (size_t)sampleIdx*nw0); - const float* sptr_ = srcMat_->ptr(sampleIdx); - const float* wptr = weights_->ptr(delta); - float* dptr = dstMat_->ptr(sampleIdx) + delta; - const float* biasptr = biasMat_->ptr() + delta; - int nw = std::min(nw0 - delta, (int)(stripeEnd - ofs)); - - memcpy(sptr, sptr_, vecsize*sizeof(sptr[0])); - - #if CV_DNN_TRY_AVX2 - if( useAVX2_ ) - fastGEMM1T_avx2( sptr, wptr, wstep, biasptr, dptr, nw, vecsize); - else - #endif - { - int i = 0; - - #if CV_SIMD128 - for( ; i <= nw - 4; i += 4, wptr += 4*wstep ) - { - vfloat32x4 vs0 = v_setall_f32(0.f), vs1 = v_setall_f32(0.f); - vfloat32x4 vs2 = v_setall_f32(0.f), vs3 = v_setall_f32(0.f); - - for( k = 0; k < vecsize; k += 4 ) - { - vfloat32x4 v = v_load_aligned(sptr + k); - vs0 += v*v_load_aligned(wptr + k); - vs1 += v*v_load_aligned(wptr + wstep + k); - vs2 += v*v_load_aligned(wptr + wstep*2 + k); - vs3 += v*v_load_aligned(wptr + wstep*3 + k); - } - - vfloat32x4 s = v_reduce_sum4(vs0, vs1, vs2, vs3); - s += v_load(biasptr + i); - v_store(dptr + i, s); - } - #endif - - for( ; i < nw; i++, wptr += wstep ) - { - float s0=biasptr[i]; - - for( k = 0; k < vecsize; k++ ) - { - float v = sptr[k]; - s0 += v*wptr[k]; - } - dptr[i] = s0; - } - } - ofs += nw; - } - } - - const Mat *srcMat_, *weights_, *biasMat_; - Mat* dstMat_; - int nstripes_; - bool useAVX2_; - }; - - void forward(std::vector &input, std::vector &output, std::vector &) - { - int axisCan = clamp(axis, input[0]->dims); - int outerSize = input[0]->total(0, axisCan); - - for (size_t i = 0; i < input.size(); i++) - { - Mat srcMat = input[i]->reshape(1, outerSize); - Mat dstMat = output[i].reshape(1, outerSize); - - const int nstripes = getNumThreads(); - FullConnected fconn(srcMat, weightsMat, biasMat, dstMat, nstripes); - parallel_for_(Range(0, nstripes), fconn, nstripes); - } - } - - virtual Ptr initHalide(const std::vector > &inputs) - { -#ifdef HAVE_HALIDE - int inW, inH, inC, inN, outC = blobs[0].size[0]; - Halide::Buffer inputBuffer = halideBuffer(inputs[0]); - getCanonicalSize(inputBuffer, &inW, &inH, &inC, &inN); - auto weights = wrapToHalideBuffer(blobs[0], {inW, inH, inC, outC}); - - Halide::Var x("x"), y("y"), c("c"), n("n"); - Halide::Func top = (name.empty() ? Halide::Func() : Halide::Func(name)); - Halide::RDom r(0, inW, 0, inH, 0, inC); - Halide::Expr topExpr = sum(inputBuffer(r.x, r.y, r.z, n) * - weights(r.x, r.y, r.z, c)); - if (bias) - { - Halide::Buffer bias = wrapToHalideBuffer(blobs[1], {outC}); - topExpr += bias(c); - } - top(x, y, c, n) = topExpr; - return Ptr(new HalideBackendNode(top)); -#endif // HAVE_HALIDE - return Ptr(); - } - - virtual int64 getFLOPS(const std::vector &inputs, - const std::vector &outputs) const - { - (void)inputs; // suppress unused variable warning - long flops = 0; - - int innerSize = blobs[0].size[1]; - for(int i = 0; i < outputs.size(); i++) - { - flops += 3*innerSize*total(outputs[i]); - } - - return flops; - - } - - bool bias; - Mat weightsMat, biasMat; -}; - -Ptr InnerProductLayer::create(const LayerParams& params) -{ - return Ptr(new FullyConnectedLayerImpl(params)); -} - -} -} diff --git a/modules/dnn/src/layers/layers_common.avx2.cpp b/modules/dnn/src/layers/layers_common.avx2.cpp deleted file mode 100644 index 8b08ac023..000000000 --- a/modules/dnn/src/layers/layers_common.avx2.cpp +++ /dev/null @@ -1,356 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -#include "precomp.hpp" -#include "layers_common.hpp" -#include "opencv2/core/hal/intrin.hpp" - -#if CV_DNN_TRY_AVX2 - -#include - -namespace cv { -namespace dnn { - -void fastConv_avx2( const float* weights, size_t wstep, const float* bias, - const float* rowbuf, float* output, const int* outShape, - int blockSize, int vecsize, int vecsize_aligned, - const float* relu, bool initOutput ) -{ - int outCn = outShape[1]; - size_t outPlaneSize = outShape[2]*outShape[3]; - float r0 = 1.f, r1 = 1.f, r2 = 1.f; - __m256 vr0 = _mm256_set1_ps(1.f), vr1 = vr0, vr2 = vr0, z = _mm256_setzero_ps(); - - // now compute dot product of the weights - // and im2row-transformed part of the tensor - for( int i = 0; i < outCn; i += 3 ) - { - const float* wptr0 = weights + i*wstep; - const float* wptr1 = wptr0 + wstep; - const float* wptr2 = wptr1 + wstep; - float* outptr0 = output + i*outPlaneSize; - float* outptr1 = outptr0 + outPlaneSize; - float* outptr2 = outptr1 + outPlaneSize; - float bias0 = bias[i], bias1 = bias[i+1], bias2 = bias[i+2]; - - if( i+2 >= outCn ) - { - wptr2 = wptr1; - outptr2 = outptr1; - bias2 = bias1; - if( i+1 >= outCn ) - { - wptr2 = wptr1 = wptr0; - outptr2 = outptr1 = outptr0; - bias2 = bias1 = bias0; - } - } - - if( relu ) - { - r0 = relu[i]; - r1 = relu[i+1]; - r2 = relu[i+2]; - vr0 = _mm256_set1_ps(r0); - vr1 = _mm256_set1_ps(r1); - vr2 = _mm256_set1_ps(r2); - } - - int j = 0; - for( ; j <= blockSize - 4; j += 4 ) - { - const float* rptr = rowbuf + j*vecsize_aligned; - - __m256 vs00 = _mm256_setzero_ps(), vs01 = _mm256_setzero_ps(), - vs02 = _mm256_setzero_ps(), vs03 = _mm256_setzero_ps(), - vs10 = _mm256_setzero_ps(), vs11 = _mm256_setzero_ps(), - vs12 = _mm256_setzero_ps(), vs13 = _mm256_setzero_ps(), - vs20 = _mm256_setzero_ps(), vs21 = _mm256_setzero_ps(), - vs22 = _mm256_setzero_ps(), vs23 = _mm256_setzero_ps(); - - for( int k = 0; k < vecsize; k += 8, rptr += 8 ) - { - __m256 w0 = _mm256_load_ps(wptr0 + k); - __m256 w1 = _mm256_load_ps(wptr1 + k); - __m256 w2 = _mm256_load_ps(wptr2 + k); - __m256 r0 = _mm256_load_ps(rptr); - - vs00 = _mm256_fmadd_ps(w0, r0, vs00); - vs10 = _mm256_fmadd_ps(w1, r0, vs10); - vs20 = _mm256_fmadd_ps(w2, r0, vs20); - - r0 = _mm256_load_ps(rptr + vecsize_aligned); - vs01 = _mm256_fmadd_ps(w0, r0, vs01); - vs11 = _mm256_fmadd_ps(w1, r0, vs11); - vs21 = _mm256_fmadd_ps(w2, r0, vs21); - - r0 = _mm256_load_ps(rptr + vecsize_aligned*2); - vs02 = _mm256_fmadd_ps(w0, r0, vs02); - vs12 = _mm256_fmadd_ps(w1, r0, vs12); - vs22 = _mm256_fmadd_ps(w2, r0, vs22); - - r0 = _mm256_load_ps(rptr + vecsize_aligned*3); - vs03 = _mm256_fmadd_ps(w0, r0, vs03); - vs13 = _mm256_fmadd_ps(w1, r0, vs13); - vs23 = _mm256_fmadd_ps(w2, r0, vs23); - } - - __m256 t0 = _mm256_hadd_ps(_mm256_hadd_ps(vs00, vs01), _mm256_hadd_ps(vs02, vs03)); - __m256 t1 = _mm256_hadd_ps(_mm256_hadd_ps(vs10, vs11), _mm256_hadd_ps(vs12, vs13)); - __m256 t2 = _mm256_hadd_ps(_mm256_hadd_ps(vs20, vs21), _mm256_hadd_ps(vs22, vs23)); - - t0 = _mm256_add_ps(t0, _mm256_permute2f128_ps(t0, t0, 1)); - t1 = _mm256_add_ps(t1, _mm256_permute2f128_ps(t1, t1, 1)); - t2 = _mm256_add_ps(t2, _mm256_permute2f128_ps(t2, t2, 1)); - - __m256 s0, s1, s2; - - if( initOutput ) - { - s0 = _mm256_set1_ps(bias0); - s1 = _mm256_set1_ps(bias1); - s2 = _mm256_set1_ps(bias2); - } - else - { - s0 = _mm256_castps128_ps256(_mm_loadu_ps(outptr0 + j)); - s1 = _mm256_castps128_ps256(_mm_loadu_ps(outptr1 + j)); - s2 = _mm256_castps128_ps256(_mm_loadu_ps(outptr2 + j)); - } - - s0 = _mm256_add_ps(s0, t0); - s1 = _mm256_add_ps(s1, t1); - s2 = _mm256_add_ps(s2, t2); - - if( relu ) - { - __m256 m0 = _mm256_cmp_ps(s0, z, _CMP_GT_OS); - __m256 m1 = _mm256_cmp_ps(s1, z, _CMP_GT_OS); - __m256 m2 = _mm256_cmp_ps(s2, z, _CMP_GT_OS); - s0 = _mm256_xor_ps(s0, _mm256_andnot_ps(m0, _mm256_xor_ps(_mm256_mul_ps(s0, vr0), s0))); - s1 = _mm256_xor_ps(s1, _mm256_andnot_ps(m1, _mm256_xor_ps(_mm256_mul_ps(s1, vr1), s1))); - s2 = _mm256_xor_ps(s2, _mm256_andnot_ps(m2, _mm256_xor_ps(_mm256_mul_ps(s2, vr2), s2))); - } - - _mm_storeu_ps(outptr0 + j, _mm256_castps256_ps128(s0)); - _mm_storeu_ps(outptr1 + j, _mm256_castps256_ps128(s1)); - _mm_storeu_ps(outptr2 + j, _mm256_castps256_ps128(s2)); - } - - for( ; j < blockSize; j++ ) - { - const float* rptr = rowbuf + j*vecsize_aligned; - float s00, s10, s20; - - if( initOutput ) - { - s00 = bias0; - s10 = bias1; - s20 = bias2; - } - else - { - s00 = outptr0[j]; - s10 = outptr1[j]; - s20 = outptr2[j]; - } - - for( int k = 0; k < vecsize; k++ ) - { - float r0 = rptr[k]; - s00 += wptr0[k]*r0; - s10 += wptr1[k]*r0; - s20 += wptr2[k]*r0; - } - - if( relu ) - { - s00 = s00 > 0.f ? s00 : s00*r0; - s10 = s10 > 0.f ? s10 : s10*r1; - s20 = s20 > 0.f ? s20 : s20*r2; - } - - outptr0[j] = s00; - outptr1[j] = s10; - outptr2[j] = s20; - } - } - _mm256_zeroupper(); -} - -// dst = vec * weights^t + bias -void fastGEMM1T_avx2( const float* vec, const float* weights, - size_t wstep, const float* bias, - float* dst, int nvecs, int vecsize ) -{ - int i = 0; - - for( ; i <= nvecs - 8; i += 8 ) - { - const float* wptr = weights + i*wstep; - __m256 vs0 = _mm256_setzero_ps(), vs1 = _mm256_setzero_ps(), - vs2 = _mm256_setzero_ps(), vs3 = _mm256_setzero_ps(), - vs4 = _mm256_setzero_ps(), vs5 = _mm256_setzero_ps(), - vs6 = _mm256_setzero_ps(), vs7 = _mm256_setzero_ps(); - - for( int k = 0; k < vecsize; k += 8, wptr += 8 ) - { - __m256 v = _mm256_load_ps(vec + k); - - vs0 = _mm256_fmadd_ps(_mm256_load_ps(wptr), v, vs0); - vs1 = _mm256_fmadd_ps(_mm256_load_ps(wptr + wstep), v, vs1); - vs2 = _mm256_fmadd_ps(_mm256_load_ps(wptr + wstep*2), v, vs2); - vs3 = _mm256_fmadd_ps(_mm256_load_ps(wptr + wstep*3), v, vs3); - vs4 = _mm256_fmadd_ps(_mm256_load_ps(wptr + wstep*4), v, vs4); - vs5 = _mm256_fmadd_ps(_mm256_load_ps(wptr + wstep*5), v, vs5); - vs6 = _mm256_fmadd_ps(_mm256_load_ps(wptr + wstep*6), v, vs6); - vs7 = _mm256_fmadd_ps(_mm256_load_ps(wptr + wstep*7), v, vs7); - } - - __m256 s0 = _mm256_hadd_ps(_mm256_hadd_ps(vs0, vs1), _mm256_hadd_ps(vs2, vs3)); - __m256 s1 = _mm256_hadd_ps(_mm256_hadd_ps(vs4, vs5), _mm256_hadd_ps(vs6, vs7)); - - s0 = _mm256_add_ps(s0, _mm256_permute2f128_ps(s0, s0, 1)); - s1 = _mm256_add_ps(s1, _mm256_permute2f128_ps(s1, s1, 1)); - - s0 = _mm256_add_ps(s0, _mm256_castps128_ps256(_mm_loadu_ps(bias + i))); - s1 = _mm256_add_ps(s1, _mm256_castps128_ps256(_mm_loadu_ps(bias + i + 4))); - - _mm_storeu_ps(dst + i, _mm256_castps256_ps128(s0)); - _mm_storeu_ps(dst + i + 4, _mm256_castps256_ps128(s1)); - } - - float temp = 0.f; - for( ; i < nvecs; i++ ) - { - const float* wptr = weights + i*wstep; - __m256 vs0 = _mm256_setzero_ps(); - - for( int k = 0; k < vecsize; k += 8, wptr += 8 ) - { - __m256 v = _mm256_load_ps(vec + k); - vs0 = _mm256_fmadd_ps(_mm256_load_ps(wptr), v, vs0); - } - - __m256 s0 = _mm256_hadd_ps(_mm256_hadd_ps(vs0, vs0), vs0); - s0 = _mm256_add_ps(s0, _mm256_permute2f128_ps(s0, s0, 1)); - _mm_store_ss(&temp, _mm256_castps256_ps128(s0)); - dst[i] = temp + bias[i]; - } - - _mm256_zeroupper(); -} - -void fastGEMM_avx2( const float* aptr, size_t astep, const float* bptr, - size_t bstep, float* cptr, size_t cstep, - int ma, int na, int nb ) -{ - int n = 0; - for( ; n <= nb - 16; n += 16 ) - { - for( int m = 0; m < ma; m += 4 ) - { - const float* aptr0 = aptr + astep*m; - const float* aptr1 = aptr + astep*std::min(m+1, ma-1); - const float* aptr2 = aptr + astep*std::min(m+2, ma-1); - const float* aptr3 = aptr + astep*std::min(m+3, ma-1); - - float* cptr0 = cptr + cstep*m; - float* cptr1 = cptr + cstep*std::min(m+1, ma-1); - float* cptr2 = cptr + cstep*std::min(m+2, ma-1); - float* cptr3 = cptr + cstep*std::min(m+3, ma-1); - - __m256 d00 = _mm256_setzero_ps(), d01 = _mm256_setzero_ps(); - __m256 d10 = _mm256_setzero_ps(), d11 = _mm256_setzero_ps(); - __m256 d20 = _mm256_setzero_ps(), d21 = _mm256_setzero_ps(); - __m256 d30 = _mm256_setzero_ps(), d31 = _mm256_setzero_ps(); - - for( int k = 0; k < na; k++ ) - { - __m256 a0 = _mm256_set1_ps(aptr0[k]); - __m256 a1 = _mm256_set1_ps(aptr1[k]); - __m256 a2 = _mm256_set1_ps(aptr2[k]); - __m256 a3 = _mm256_set1_ps(aptr3[k]); - __m256 b0 = _mm256_loadu_ps(bptr + k*bstep + n); - __m256 b1 = _mm256_loadu_ps(bptr + k*bstep + n + 8); - d00 = _mm256_fmadd_ps(a0, b0, d00); - d01 = _mm256_fmadd_ps(a0, b1, d01); - d10 = _mm256_fmadd_ps(a1, b0, d10); - d11 = _mm256_fmadd_ps(a1, b1, d11); - d20 = _mm256_fmadd_ps(a2, b0, d20); - d21 = _mm256_fmadd_ps(a2, b1, d21); - d30 = _mm256_fmadd_ps(a3, b0, d30); - d31 = _mm256_fmadd_ps(a3, b1, d31); - } - - _mm256_storeu_ps(cptr0 + n, d00); - _mm256_storeu_ps(cptr0 + n + 8, d01); - _mm256_storeu_ps(cptr1 + n, d10); - _mm256_storeu_ps(cptr1 + n + 8, d11); - _mm256_storeu_ps(cptr2 + n, d20); - _mm256_storeu_ps(cptr2 + n + 8, d21); - _mm256_storeu_ps(cptr3 + n, d30); - _mm256_storeu_ps(cptr3 + n + 8, d31); - } - } - _mm256_zeroupper(); - - for( ; n < nb; n++ ) - { - for( int m = 0; m < ma; m++ ) - { - const float* aptr0 = aptr + astep*m; - float* cptr0 = cptr + cstep*m; - float d0 = 0.f; - - for( int k = 0; k < na; k++ ) - d0 += aptr0[k]*bptr[k*bstep + n]; - - cptr0[n] = d0; - } - } -} - -} -} - -#endif diff --git a/modules/dnn/src/layers/layers_common.cpp b/modules/dnn/src/layers/layers_common.cpp deleted file mode 100644 index 038422bac..000000000 --- a/modules/dnn/src/layers/layers_common.cpp +++ /dev/null @@ -1,205 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -#include "layers_common.hpp" - -namespace cv -{ -namespace dnn -{ - -namespace util -{ - -std::string makeName(const std::string& str1, const std::string& str2) -{ - return str1 + str2; -} - -bool getParameter(const LayerParams ¶ms, const std::string& nameBase, const std::string& nameAll, - int ¶meterH, int ¶meterW, bool hasDefault = false, const int& defaultValue = 0) -{ - std::string nameH = makeName(nameBase, std::string("_h")); - std::string nameW = makeName(nameBase, std::string("_w")); - std::string nameAll_ = nameAll; - if(nameAll_ == "") - { - nameAll_ = nameBase; - } - - if (params.has(nameH) && params.has(nameW)) - { - parameterH = params.get(nameH); - parameterW = params.get(nameW); - return true; - } - else - { - if (params.has(nameAll_)) - { - parameterH = parameterW = params.get(nameAll_); - return true; - } - else - { - if(hasDefault) - { - parameterH = parameterW = defaultValue; - return true; - } - else - { - return false; - } - } - } -} - -void getKernelSize(const LayerParams ¶ms, int &kernelH, int &kernelW) -{ - if(!util::getParameter(params, "kernel", "kernel_size", kernelH, kernelW)) - { - CV_Error(cv::Error::StsBadArg, "kernel_size (or kernel_h and kernel_w) not specified"); - } - - CV_Assert(kernelH > 0 && kernelW > 0); -} - -void getStrideAndPadding(const LayerParams ¶ms, int &padH, int &padW, int &strideH, int &strideW, cv::String& padMode) -{ - util::getParameter(params, "pad", "pad", padH, padW, true, 0); - util::getParameter(params, "stride", "stride", strideH, strideW, true, 1); - - padMode = ""; - if (params.has("pad_mode")) - { - padMode = params.get("pad_mode"); - } - - CV_Assert(padH >= 0 && padW >= 0 && strideH > 0 && strideW > 0); -} -} - - -void getPoolingKernelParams(const LayerParams ¶ms, int &kernelH, int &kernelW, bool &globalPooling, - int &padH, int &padW, int &strideH, int &strideW, cv::String &padMode) -{ - util::getStrideAndPadding(params, padH, padW, strideH, strideW, padMode); - - globalPooling = params.has("global_pooling"); - - if (globalPooling) - { - if(params.has("kernel_h") || params.has("kernel_w") || params.has("kernel_size")) - { - CV_Error(cv::Error::StsBadArg, "In global_pooling mode, kernel_size (or kernel_h and kernel_w) cannot be specified"); - } - if(padH != 0 || padW != 0 || strideH != 1 || strideW != 1) - { - CV_Error(cv::Error::StsBadArg, "In global_pooling mode, pad_h and pad_w must be = 0, and stride_h and stride_w must be = 1"); - } - } - else - { - util::getKernelSize(params, kernelH, kernelW); - } -} - -void getConvolutionKernelParams(const LayerParams ¶ms, int &kernelH, int &kernelW, int &padH, int &padW, - int &strideH, int &strideW, int &dilationH, int &dilationW, cv::String &padMode) -{ - util::getKernelSize(params, kernelH, kernelW); - util::getStrideAndPadding(params, padH, padW, strideH, strideW, padMode); - - util::getParameter(params, "dilation", "dilation", dilationH, dilationW, true, 1); - - CV_Assert(dilationH > 0 && dilationW > 0); -} - -// From TensorFlow code: -// Total padding on rows and cols is -// Pr = (R' - 1) * S + Kr - R -// Pc = (C' - 1) * S + Kc - C -// where (R', C') are output dimensions, (R, C) are input dimensions, S -// is stride, (Kr, Kc) are filter dimensions. -// We pad Pr/2 on the left and Pr - Pr/2 on the right, Pc/2 on the top -// and Pc - Pc/2 on the bottom. When Pr or Pc is odd, this means -// we pad more on the right and bottom than on the top and left. -void getConvPoolOutParams(const Size& inp, const Size &kernel, - const Size &stride, const String &padMode, - Size& out) -{ - if (padMode == "VALID") - { - out.height = (inp.height - kernel.height + stride.height) / stride.height; - out.width = (inp.width- kernel.width + stride.width) / stride.width; - } - else if (padMode == "SAME") - { - out.height = (inp.height - 1 + stride.height) / stride.height; - out.width = (inp.width - 1 + stride.width) / stride.width; - } - else - { - CV_Error(Error::StsError, "Unsupported padding mode"); - } -} - -void getConvPoolPaddings(const Size& inp, const Size& out, - const Size &kernel, const Size &stride, - const String &padMode, Size &pad) -{ - if (padMode == "VALID") - { - pad = cv::Size(0,0); - } - else if (padMode == "SAME") - { - int Ph = std::max(0, (out.height - 1) * stride.height + kernel.height - inp.height); - int Pw = std::max(0, (out.width - 1) * stride.width + kernel.width - inp.width); - // For odd values of total padding, add more padding at the 'right' - // side of the given dimension. - pad = cv::Size(Pw / 2, Ph / 2); - } -} - -} -} diff --git a/modules/dnn/src/layers/layers_common.hpp b/modules/dnn/src/layers/layers_common.hpp deleted file mode 100644 index 7f4636988..000000000 --- a/modules/dnn/src/layers/layers_common.hpp +++ /dev/null @@ -1,87 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -#ifndef __OPENCV_DNN_LAYERS_LAYERS_COMMON_HPP__ -#define __OPENCV_DNN_LAYERS_LAYERS_COMMON_HPP__ -#include -#include - -namespace cv -{ -namespace dnn -{ - -void getConvolutionKernelParams(const LayerParams ¶ms, int &kernelH, int &kernelW, int &padH, int &padW, - int &strideH, int &strideW, int &dilationH, int &dilationW, cv::String& padMode); - -void getPoolingKernelParams(const LayerParams ¶ms, int &kernelH, int &kernelW, bool &globalPooling, - int &padH, int &padW, int &strideH, int &strideW, cv::String& padMode); - -void getConvPoolOutParams(const Size& inp, const Size &kernel, - const Size &stride, const String &padMode, - Size& out); - -void getConvPoolPaddings(const Size& inp, const Size& out, - const Size &kernel, const Size &stride, - const String &padMode, Size &pad); - -#if CV_SSE2 -#define CV_DNN_TRY_AVX2 1 - -void fastConv_avx2(const float* weights, size_t wstep, const float* bias, - const float* rowbuf, float* output, const int* outShape, - int blockSize, int vecsize, int vecsize_aligned, - const float* relu, bool initOutput); -void fastGEMM1T_avx2( const float* vec, const float* weights, - size_t wstep, const float* bias, - float* dst, int nvecs, int vecsize ); -void fastGEMM_avx2( const float* aptr, size_t astep, const float* bptr0, - size_t bstep, float* cptr, size_t cstep, - int ma, int na, int nb ); - -#else -#define CV_DNN_TRY_AVX2 0 -#endif - -} -} - -#endif diff --git a/modules/dnn/src/layers/lrn_layer.cpp b/modules/dnn/src/layers/lrn_layer.cpp deleted file mode 100644 index 80b48c886..000000000 --- a/modules/dnn/src/layers/lrn_layer.cpp +++ /dev/null @@ -1,341 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -#include "../precomp.hpp" -#include "layers_common.hpp" -#include "op_halide.hpp" -#include "opencv2/imgproc.hpp" -#include "opencv2/dnn/shape_utils.hpp" -#include "opencv2/core/hal/hal.hpp" -#include - -namespace cv -{ -namespace dnn -{ - -class LRNLayerImpl : public LRNLayer -{ -public: - LRNLayerImpl(const LayerParams& params) - { - setParamsFrom(params); - type = -1; - String nrmType = params.get("norm_region", "ACROSS_CHANNELS"); - if (nrmType == "ACROSS_CHANNELS") - type = LRNLayer::CHANNEL_NRM; - else if (nrmType == "WITHIN_CHANNEL") - type = LRNLayer::SPATIAL_NRM; - else - CV_Error(Error::StsBadArg, "Unknown region type \"" + nrmType + "\""); - - size = params.get("local_size", 5); - if (size % 2 != 1 || size <= 0) - CV_Error(Error::StsBadArg, "LRN layer supports only positive odd values for local_size"); - - alpha = params.get("alpha", 1); - beta = params.get("beta", 0.75); - bias = params.get("bias", 1); - normBySize = params.get("norm_by_size", true); - } - - virtual bool supportBackend(int backendId) - { - return backendId == DNN_BACKEND_DEFAULT || - backendId == DNN_BACKEND_HALIDE && haveHalide(); - } - - void forward(std::vector &inputs, std::vector &outputs, std::vector &internals) - { - CV_Assert(inputs.size() == outputs.size()); - for (int i = 0; i < inputs.size(); i++) - { - CV_Assert(inputs[i]->dims == 4); - - Mat &src = *inputs[i]; - Mat &dst = outputs[i]; - - switch (type) - { - case CHANNEL_NRM: - channelNormalization(src, dst); - break; - case SPATIAL_NRM: - spatialNormalization(src, dst); - break; - default: - CV_Error(Error::StsNotImplemented, "Unimplemented mode of LRN layer"); - break; - } - } - } - - class ChannelLRN : public ParallelLoopBody - { - public: - ChannelLRN(const float* src, float* dst, int channels, int ksize, - float alpha1, float bias1, float beta1, - size_t planeSize, int nsamples, int nstripes) - { - src_ = src; dst_ = dst; - channels_ = channels; - ksize_ = ksize; - alpha1_ = alpha1; bias1_ = bias1; beta1_ = beta1; - planeSize_ = planeSize; nsamples_ = nsamples; nstripes_ = nstripes; - } - - void operator()(const Range& r) const - { - int nsamples = nsamples_, nstripes = nstripes_; - size_t planeSize = planeSize_, planeSize_n = planeSize * nsamples; - size_t elemsPerStripe = (planeSize_n + nstripes - 1)/nstripes; - size_t rstart = r.start*elemsPerStripe; - size_t rend = r.end == nstripes ? planeSize_n : r.end*elemsPerStripe; - rstart = std::min(rstart, planeSize_n); - rend = std::min(rend, planeSize_n); - float alpha1 = alpha1_, bias1 = bias1_, beta1 = beta1_; - int k, channels = channels_, ksize = ksize_; - - AutoBuffer buf_((channels + ksize*2 + 4)*2); - float* acc = (float*)buf_; - float* buf = acc + channels + ksize + 1; - for( k = 0; k <= ksize; k++ ) - buf[-k-1] = buf[channels + k] = 0.f; - - for( size_t ofs = rstart; ofs < rend; ) - { - int sampleIdx = (int)(ofs/planeSize); - if( sampleIdx >= nsamples ) - break; - size_t ofs0 = ofs - sampleIdx*planeSize; - size_t ofs1 = std::min(planeSize - ofs0, rend - ofs) + ofs; - const float* src = src_ + sampleIdx*planeSize*channels + ofs0; - float* dst = dst_ + sampleIdx*planeSize*channels + ofs0; - - for( ; ofs < ofs1; ofs++, src++, dst++ ) - { - for( k = 0; k < channels; k++ ) - buf[k] = src[k*planeSize]; - float s = 0; - for( k = 0; k < ksize; k++ ) - s += buf[k]*buf[k]; - for( k = 0; k < channels; k++ ) - { - float x1 = buf[k + ksize]; - float x0 = buf[k - ksize - 1]; - s = std::max(s + (x1 + x0)*(x1 - x0), 0.f); - acc[k] = (float)(alpha1*s + bias1); - } - - hal::log32f(acc, acc, channels); - for( k = 0; k < channels; k++ ) - acc[k] *= beta1; - hal::exp32f(acc, acc, channels); - - for( k = 0; k < channels; k++ ) - dst[k*planeSize] = buf[k]*acc[k]; - } - } - } - - const float* src_; - float* dst_; - float alpha1_, bias1_, beta1_; - size_t planeSize_; - int channels_, ksize_, nsamples_, nstripes_; - }; - - void channelNormalization(Mat &srcBlob, Mat &dstBlob) - { - int num = srcBlob.size[0]; - int channels = srcBlob.size[1]; - int ksize = (size - 1) / 2; - int sizeNormFactor = normBySize ? size : 1; - size_t planeSize = srcBlob.size[2]*srcBlob.size[3]; - - int nstripes = std::max(getNumThreads(), 1); - - ChannelLRN clrn(srcBlob.ptr(), dstBlob.ptr(), channels, - ksize, alpha/sizeNormFactor, bias, -beta, planeSize, num, nstripes); - parallel_for_(Range(0, nstripes), clrn, nstripes); - } - - void sqrBoxFilter_(const Mat &src, Mat &dst) - { - Mat srcRawWrapper(src.rows, src.cols, src.type(), src.data, src.step[0]); - cv::sqrBoxFilter(srcRawWrapper, dst, dst.depth(), Size(size, size), Point(-1, -1), false, BORDER_CONSTANT); - } - - void spatialNormalization(Mat &srcBlob, Mat &dstBlob) - { - int num = srcBlob.size[0]; - int channels = srcBlob.size[1]; - int sizeNormFactor = normBySize ? size*size : 1; - - Mat srcMat = srcBlob; - Mat dstMat = dstBlob; - - for (int n = 0; n < num; n++) - { - for (int cn = 0; cn < channels; cn++) - { - Mat src = getPlane(srcMat, n, cn); - Mat dst = getPlane(dstMat, n, cn); - - sqrBoxFilter_(src, dst); - - dst.convertTo(dst, dst.type(), alpha/sizeNormFactor, bias); - cv::pow(dst, beta, dst); - cv::divide(src, dst, dst); - } - } - } - - virtual Ptr initHalide(const std::vector > &inputs) - { -#ifdef HAVE_HALIDE - float alphaSize = alpha; - if (normBySize) - alphaSize /= (type == CHANNEL_NRM ? size : size * size); - int width, height, channels, numImgs; - Halide::Buffer inputBuffer = halideBuffer(inputs[0]); - getCanonicalSize(inputBuffer, &width, &height, &channels, &numImgs); - - Halide::Var x("x"), y("y"), c("c"), n("n"); - Halide::Func top = (name.empty() ? Halide::Func() : Halide::Func(name)); - Halide::Func padded_sq(name + "_padded_sq"); - Halide::Func sq("sq"); - sq(x, y, c, n) = inputBuffer(x, y, c, n) * inputBuffer(x, y, c, n); - - Halide::Func bounded = - Halide::BoundaryConditions::constant_exterior(sq, 0, 0, width, - 0, height, - 0, channels, - 0, numImgs); - padded_sq(x, y, c, n) = bounded(x, y, c, n); - - Halide::Expr base; - if (type == CHANNEL_NRM) - { - Halide::RDom r((1 - size) / 2, size); - base = alphaSize * sum(padded_sq(x, y, c + r, n)); - } - else // SPATIAL_NRM - { - Halide::RDom r((1 - size) / 2, size, (1 - size) / 2, size); - base = alphaSize * sum(padded_sq(x + r.x, y + r.y, c, n)); - } - base += static_cast(bias); - top(x, y, c, n) = inputBuffer(x, y, c, n) / pow(base, beta); - return Ptr(new HalideBackendNode({ padded_sq, top })); -#endif // HAVE_HALIDE - return Ptr(); - } - - virtual void applyHalideScheduler(Ptr& node, - const std::vector &inputs, - const std::vector &outputs, - int targetId) const - { -#ifdef HAVE_HALIDE - if (targetId != DNN_TARGET_CPU) - { - Layer::applyHalideScheduler(node, inputs, outputs, targetId); - return; - } - int outW, outH, outC, outN; - getCanonicalSize(outputs[0].size, &outW, &outH, &outC, &outN); - - Halide::Var x("x"), y("y"), c("c"), n("n"), yo("yo"), yi("yi"), tile("tile"); - Halide::Func& top = node.dynamicCast()->funcs[1]; - Halide::Func& padded_sq = node.dynamicCast()->funcs[0]; - - if (outW < 8 || outH <= 2) - return; - - top.reorder(x, c, y, n) - .split(y, yo, yi, 2) - .fuse(yo, n, tile) - .parallel(tile) - .unroll(yi) - .vectorize(x, 8); - padded_sq.store_at(top, tile) - .compute_at(top, yi); -#endif // HAVE_HALIDE - } - - virtual int64 getFLOPS(const std::vector &inputs, - const std::vector &outputs) const - { - (void)outputs; // suppress unused variable warning - CV_Assert(inputs.size() > 0); - long flops = 0; - - for(int i = 0; i < inputs.size(); i++) - { - if (type == CHANNEL_NRM) - { - int channels = inputs[i][1]; - int ksize = (size - 1) / 2; - - flops += inputs[i][0]*(std::min(ksize, channels)*2*total(inputs[i], 2) + channels*4*total(inputs[i], 2)); - - if (ksize < channels) - { - flops += (size + 2*(channels - size))*total(inputs[i], 2); - } - } - else - { - flops += total(inputs[i])*(2*size*size + 2); - } - } - return flops; - } -}; - -Ptr LRNLayer::create(const LayerParams& params) -{ - return Ptr(new LRNLayerImpl(params)); -} - -} -} diff --git a/modules/dnn/src/layers/max_unpooling_layer.cpp b/modules/dnn/src/layers/max_unpooling_layer.cpp deleted file mode 100644 index 70dc18d73..000000000 --- a/modules/dnn/src/layers/max_unpooling_layer.cpp +++ /dev/null @@ -1,128 +0,0 @@ -// This file is part of OpenCV project. -// It is subject to the license terms in the LICENSE file found in the top-level directory -// of this distribution and at http://opencv.org/license.html. - -// Copyright (C) 2016, Intel Corporation, all rights reserved. -// Third party copyrights are property of their respective owners. - -/* -Implementation of Batch Normalization layer. -*/ - -#include "../precomp.hpp" -#include "layers_common.hpp" -#include "op_halide.hpp" -#include - -namespace cv -{ -namespace dnn -{ - -class MaxUnpoolLayerImpl : public MaxUnpoolLayer -{ -public: - MaxUnpoolLayerImpl(const LayerParams& params) - { - setParamsFrom(params); - poolKernel = Size(params.get("pool_k_w"), params.get("pool_k_h")); - poolPad = Size(params.get("pool_pad_w"), params.get("pool_pad_h")); - poolStride = Size(params.get("pool_stride_w"), params.get("pool_stride_h")); - } - - virtual bool supportBackend(int backendId) - { - return backendId == DNN_BACKEND_DEFAULT || - backendId == DNN_BACKEND_HALIDE && haveHalide() && - !poolPad.width && !poolPad.height; - } - - bool getMemoryShapes(const std::vector &inputs, - const int requiredOutputs, - std::vector &outputs, - std::vector &internals) const - { - CV_Assert(inputs.size() == 2); - CV_Assert(total(inputs[0]) == total(inputs[1])); - - MatShape outShape = inputs[0]; - outShape[2] = (outShape[2] - 1) * poolStride.height + poolKernel.height - 2 * poolPad.height; - outShape[3] = (outShape[3] - 1) * poolStride.width + poolKernel.width - 2 * poolPad.width; - - outputs.clear(); - outputs.push_back(outShape); - - return false; - } - - void forward(std::vector &inputs, std::vector &outputs, std::vector &internals) - { - CV_Assert(inputs.size() == 2); - Mat& input = *inputs[0]; - Mat& indices = *inputs[1]; - - CV_Assert(input.total() == indices.total()); - CV_Assert(input.size[0] == 1); - CV_Assert(input.isContinuous()); - - for(int i_n = 0; i_n < outputs.size(); i_n++) - { - Mat& outBlob = outputs[i_n]; - outBlob.setTo(0); - CV_Assert(input.size[1] == outBlob.size[1]); - int outPlaneTotal = outBlob.size[2]*outBlob.size[3]; - - for (int i_c = 0; i_c < input.size[1]; i_c++) - { - Mat outPlane = getPlane(outBlob, 0, i_c); - int wh_area = input.size[2]*input.size[3]; - const float* inptr = input.ptr(0, i_c); - const float* idxptr = indices.ptr(0, i_c); - float* outptr = outPlane.ptr(); - - for(int i_wh = 0; i_wh < wh_area; i_wh++) - { - int index = idxptr[i_wh]; - CV_Assert(0 <= index && index < outPlaneTotal); - outptr[index] = inptr[i_wh]; - } - } - } - } - - virtual Ptr initHalide(const std::vector > &input) - { -#ifdef HAVE_HALIDE - // Meaningless operation if false because if kernel > stride - // it is not deterministic and if kernel < stride we just - // skip a part of input data (you'd better change your model). - if (poolKernel.width != poolStride.width || - poolKernel.height != poolStride.height) - CV_Error(cv::Error::StsNotImplemented, - "Halide backend for maximum unpooling " - "is not support cases when kernel != stride"); - - Halide::Var x("x"), y("y"), c("c"), n("n"); - Halide::Func top = (name.empty() ? Halide::Func() : Halide::Func(name)); - Halide::Buffer inputBuffer = halideBuffer(input[0]); - Halide::Buffer indices = halideBuffer(input[1]); - - Halide::Expr pooledX = x / poolKernel.width; - Halide::Expr pooledY = y / poolKernel.height; - - const int outW = inputBuffer.width() * poolKernel.width; - top(x, y, c, n) = select(y * outW + x == indices(pooledX, pooledY, c, n), - inputBuffer(pooledX, pooledY, c, n), 0.0f); - return Ptr(new HalideBackendNode(top)); -#endif // HAVE_HALIDE - return Ptr(); - } -}; - -Ptr MaxUnpoolLayer::create(const LayerParams& params) -{ - return Ptr(new MaxUnpoolLayerImpl(params)); -} - -} -} diff --git a/modules/dnn/src/layers/mvn_layer.cpp b/modules/dnn/src/layers/mvn_layer.cpp deleted file mode 100644 index e5bdf9ba7..000000000 --- a/modules/dnn/src/layers/mvn_layer.cpp +++ /dev/null @@ -1,108 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -#include "../precomp.hpp" -#include "layers_common.hpp" -#include - -namespace cv -{ -namespace dnn -{ - -class MVNLayerImpl : public MVNLayer -{ -public: - MVNLayerImpl(const LayerParams& params) - { - setParamsFrom(params); - normVariance = params.get("normalize_variance", true); - acrossChannels = params.get("across_channels", false); - eps = params.get("eps", 1e-9); - } - - void forward(std::vector &inputs, std::vector &outputs, std::vector &internals) - { - for (size_t inpIdx = 0; inpIdx < inputs.size(); inpIdx++) - { - Mat &inpBlob = *inputs[inpIdx]; - Mat &outBlob = outputs[inpIdx]; - - int splitDim = (acrossChannels) ? 1 : 2; - int i, newRows = 1; - for( i = 0; i < splitDim; i++ ) - newRows *= inpBlob.size[i]; - Mat inpMat = inpBlob.reshape(1, newRows); - Mat outMat = outBlob.reshape(1, newRows); - - Scalar mean, dev; - for ( i = 0; i < newRows; i++) - { - Mat inpRow = inpMat.row(i); - Mat outRow = outMat.row(i); - - cv::meanStdDev(inpRow, mean, (normVariance) ? dev : noArray()); - double alpha = (normVariance) ? 1/(eps + dev[0]) : 1; - inpRow.convertTo(outRow, outRow.type(), alpha, -mean[0] * alpha); - } - } - } - - virtual int64 getFLOPS(const std::vector &inputs, - const std::vector &outputs) const - { - (void)outputs; // suppress unused variable warning - long flops = 0; - for(int i = 0; i < inputs.size(); i++) - { - flops += 6*total(inputs[i]) + 3*total(inputs[i], 0, normVariance ? 2 : 1); - } - return flops; - } -}; - -Ptr MVNLayer::create(const LayerParams& params) -{ - return Ptr(new MVNLayerImpl(params)); -} - -} -} diff --git a/modules/dnn/src/layers/normalize_bbox_layer.cpp b/modules/dnn/src/layers/normalize_bbox_layer.cpp deleted file mode 100644 index 8299484fd..000000000 --- a/modules/dnn/src/layers/normalize_bbox_layer.cpp +++ /dev/null @@ -1,223 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -#include "../precomp.hpp" -#include "layers_common.hpp" - -#include -#include - -namespace cv -{ -namespace dnn -{ - -namespace -{ - const std::string layerName = "NormalizeBBox"; -} - -class NormalizeBBoxLayerImpl : public NormalizeBBoxLayer -{ - float _eps; - bool _across_spatial; - bool _channel_shared; -public: - bool getParameterDict(const LayerParams ¶ms, - const std::string ¶meterName, - DictValue& result) - { - if (!params.has(parameterName)) - { - return false; - } - - result = params.get(parameterName); - return true; - } - - template - T getParameter(const LayerParams ¶ms, - const std::string ¶meterName, - const size_t &idx=0, - const bool required=true, - const T& defaultValue=T()) - { - DictValue dictValue; - bool success = getParameterDict(params, parameterName, dictValue); - if(!success) - { - if(required) - { - std::string message = layerName; - message += " layer parameter does not contain "; - message += parameterName; - message += " parameter."; - CV_Error(Error::StsBadArg, message); - } - else - { - return defaultValue; - } - } - return dictValue.get(idx); - } - - NormalizeBBoxLayerImpl(const LayerParams ¶ms) - { - _eps = getParameter(params, "eps", 0, false, 1e-10f); - _across_spatial = getParameter(params, "across_spatial"); - _channel_shared = getParameter(params, "channel_shared"); - setParamsFrom(params); - } - - void checkInputs(const std::vector &inputs) - { - CV_Assert(inputs.size() > 0); - CV_Assert(inputs[0]->dims == 4 && inputs[0]->type() == CV_32F); - for (size_t i = 1; i < inputs.size(); i++) - { - CV_Assert(inputs[i]->dims == 4 && inputs[i]->type() == CV_32F); - CV_Assert(inputs[i]->size == inputs[0]->size); - } - CV_Assert(inputs[0]->dims > 2); - } - - bool getMemoryShapes(const std::vector &inputs, - const int requiredOutputs, - std::vector &outputs, - std::vector &internals) const - { - bool inplace = Layer::getMemoryShapes(inputs, requiredOutputs, outputs, internals); - size_t channels = inputs[0][1]; - size_t rows = inputs[0][2]; - size_t cols = inputs[0][3]; - size_t channelSize = rows * cols; - - internals.assign(1, shape(channels, channelSize)); - internals.push_back(shape(channels, 1)); - internals.push_back(shape(1, channelSize)); - - return inplace; - } - - void forward(std::vector &inputs, std::vector &outputs, std::vector &internals) - { - checkInputs(inputs); - - Mat& buffer = internals[0], sumChannelMultiplier = internals[1], - sumSpatialMultiplier = internals[2]; - - sumChannelMultiplier.setTo(1.0); - sumSpatialMultiplier.setTo(1.0); - - const Mat& inp0 = *inputs[0]; - size_t num = inp0.size[0]; - size_t channels = inp0.size[1]; - size_t channelSize = inp0.size[2] * inp0.size[3]; - - Mat zeroBuffer(channels, channelSize, CV_32F, Scalar(0)); - Mat absDiff; - Mat scale = blobs[0]; - for (size_t j = 0; j < inputs.size(); j++) - { - for (size_t n = 0; n < num; ++n) - { - Mat src = Mat(channels, channelSize, CV_32F, inputs[j]->ptr(n)); - Mat dst = Mat(channels, channelSize, CV_32F, outputs[j].ptr(n)); - - buffer = src.mul(src); - - if (_across_spatial) - { - absdiff(buffer, zeroBuffer, absDiff); - - // add eps to avoid overflow - double absSum = sum(absDiff)[0] + _eps; - - float norm = sqrt(absSum); - dst = src / norm; - } - else - { - Mat norm(channelSize, 1, buffer.type()); // 1 x channelSize - - // (_channels x channelSize)T * _channels x 1 -> channelSize x 1 - gemm(buffer, sumChannelMultiplier, 1, norm, 0, norm, GEMM_1_T); - - // compute norm - pow(norm, 0.5f, norm); - - // scale the layer - // _channels x 1 * (channelSize x 1)T -> _channels x channelSize - gemm(sumChannelMultiplier, norm, 1, buffer, 0, buffer, GEMM_2_T); - - dst = src / buffer; - } - - // scale the output - if (_channel_shared) - { - // _scale: 1 x 1 - dst *= scale.at(0, 0); - } - else - { - // _scale: _channels x 1 - // _channels x 1 * 1 x channelSize -> _channels x channelSize - gemm(scale, sumSpatialMultiplier, 1, buffer, 0, buffer); - - dst = dst.mul(buffer); - } - } - } - } - -}; - - -Ptr NormalizeBBoxLayer::create(const LayerParams ¶ms) -{ - return Ptr(new NormalizeBBoxLayerImpl(params)); -} - -} -} diff --git a/modules/dnn/src/layers/padding_layer.cpp b/modules/dnn/src/layers/padding_layer.cpp deleted file mode 100644 index 4e87426c3..000000000 --- a/modules/dnn/src/layers/padding_layer.cpp +++ /dev/null @@ -1,131 +0,0 @@ -// This file is part of OpenCV project. -// It is subject to the license terms in the LICENSE file found in the top-level directory -// of this distribution and at http://opencv.org/license.html. - -// Copyright (C) 2016, Intel Corporation, all rights reserved. -// Third party copyrights are property of their respective owners. - -/* -Implementation of padding layer, which adds paddings to input blob. -*/ - -#include "../precomp.hpp" -#include "op_halide.hpp" -#include - -namespace cv -{ -namespace dnn -{ - -class PaddingLayerImpl : public PaddingLayer -{ -public: - PaddingLayerImpl(const LayerParams ¶ms) - { - setParamsFrom(params); - paddingDim = params.get("padding_dim"); - padding = abs(params.get("padding")); - inputDims = params.get("input_dims", 0); - index = params.get("index", 0); - paddingValue = params.get("value", 0); - - if(paddingDim < 0 || padding < 0) - CV_Error(cv::Error::StsNotImplemented, "Negative padding and dim aren't supported"); - } - - bool getMemoryShapes(const std::vector &inputs, - const int requiredOutputs, - std::vector &outputs, - std::vector &internals) const - { - outputs.clear(); - for(int i = 0; i < inputs.size(); i++) - { - MatShape shape = inputs[i]; - int dim = getPadDim(shape); - CV_Assert(dim < shape.size()); - - shape[dim] += padding; - outputs.push_back(shape); - } - - return false; - } - - virtual bool supportBackend(int backendId) - { - return backendId == DNN_BACKEND_DEFAULT || - backendId == DNN_BACKEND_HALIDE && haveHalide(); - } - - void forward(std::vector &inputs, std::vector &outputs, std::vector &internals) - { - for(int i = 0; i < inputs.size(); i++) - { - outputs[i] = paddingValue; - const Mat& inp = *inputs[i]; - Mat& out = outputs[i]; - int dims = inp.dims; - MatShape inShape(inp.size.p, inp.size.p + dims); - MatShape outShape(out.size.p, out.size.p + dims); - int dim = getPadDim(inShape); - - int actualIndex = index; - if(index == 0) - actualIndex = inShape[dim]; - - std::vector > srcDstRanges; - srcDstRanges.push_back(std::make_pair(Range(0, actualIndex), Range(0, actualIndex))); - srcDstRanges.push_back(std::make_pair(Range(actualIndex, inShape[dim]), - Range(actualIndex + padding, outShape[dim]))); - - std::vector srcRanges(dims, Range::all()), dstRanges = srcRanges; - - for(int j = 0; j < srcDstRanges.size(); j++) - { - if(!srcDstRanges[j].first.empty()) - { - srcRanges[dim] = srcDstRanges[j].first; - dstRanges[dim] = srcDstRanges[j].second; - Mat dst = out(&dstRanges[0]); - Mat src = inp(&srcRanges[0]).clone(); - src.copyTo(dst); - } - } - } - } - - int getPadDim(const MatShape& shape) const - { - return inputDims > 0 && (int)shape.size() > inputDims ? paddingDim + 1 : paddingDim; - } - - virtual Ptr initHalide(const std::vector > &inputs) - { -#ifdef HAVE_HALIDE - int inW, inH, inC, inN; - Halide::Buffer inputBuffer = halideBuffer(inputs[0]); - getCanonicalSize(inputBuffer, &inW, &inH, &inC, &inN); - - Halide::Var x("x"), y("y"), c("c"), n("n"); - Halide::Func top = (name.empty() ? Halide::Func() : Halide::Func(name)); - Halide::Func padded = - Halide::BoundaryConditions::constant_exterior(inputBuffer, paddingValue); - top(x, y, c, n) = padded(x, y, c, n); - return Ptr(new HalideBackendNode(top)); -#endif // HAVE_HALIDE - return Ptr(); - } - - int paddingDim, padding, inputDims, index; - float paddingValue; -}; - -Ptr PaddingLayer::create(const LayerParams ¶ms) -{ - return Ptr(new PaddingLayerImpl(params)); -} - -} -} diff --git a/modules/dnn/src/layers/permute_layer.cpp b/modules/dnn/src/layers/permute_layer.cpp deleted file mode 100644 index 202359f45..000000000 --- a/modules/dnn/src/layers/permute_layer.cpp +++ /dev/null @@ -1,243 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -#include "../precomp.hpp" -#include "layers_common.hpp" -#include -#include - -namespace cv -{ -namespace dnn -{ -class PermuteLayerImpl : public PermuteLayer -{ -public: - void checkCurrentOrder(int currentOrder) - { - if(currentOrder < 0 || currentOrder > 3) - { - CV_Error( - Error::StsBadArg, - "Orders of dimensions in Permute layer parameter" - "must be in [0...3] interval"); - } - - if(std::find(_order.begin(), _order.end(), currentOrder) != _order.end()) - { - CV_Error(Error::StsBadArg, - "Permute layer parameter contains duplicated orders."); - } - } - - void checkNeedForPermutation() - { - _needsPermute = false; - for (size_t i = 0; i < _numAxes; ++i) - { - if (_order[i] != i) - { - _needsPermute = true; - break; - } - } - } - - PermuteLayerImpl(const LayerParams ¶ms) - { - if (!params.has("order")) - { - _needsPermute = false; - return; - } - - DictValue paramOrder = params.get("order"); - if(paramOrder.size() > 4) - { - CV_Error( - Error::StsBadArg, - "Too many (> 4) orders of dimensions in Permute layer"); - } - - _numAxes = paramOrder.size(); - - for (size_t i = 0; i < _numAxes; i++) - { - int currentOrder = paramOrder.get(i); - checkCurrentOrder(currentOrder); - _order.push_back(currentOrder); - } - - setParamsFrom(params); - checkNeedForPermutation(); - } - - bool getMemoryShapes(const std::vector &inputs, - const int requiredOutputs, - std::vector &outputs, - std::vector &internals) const - { - if(!_needsPermute) - return true; - - CV_Assert(inputs.size() > 0); - CV_Assert((int)_numAxes == inputs[0].size()); - - MatShape shapeBefore = inputs[0], shapeAfter; - for (size_t i = 0; i < _numAxes; i++) - { - shapeAfter.push_back(shapeBefore[_order[i]]); - } - - outputs.clear(); - - for (size_t i = 0; i < inputs.size(); i++) - { - CV_Assert(inputs[i][2] == shapeBefore[2] && inputs[i][3] == shapeBefore[3]); - CV_Assert(total(inputs[i]) == total(shapeAfter)); - outputs.push_back(shapeAfter); - } - - return false; - } - - void computeStrides(const MatShape &shapeBefore, const MatShape &shapeAfter) - { - _oldStride.resize(_numAxes); - _newStride.resize(_numAxes); - - _oldStride[_numAxes - 1] = 1; - _newStride[_numAxes - 1] = 1; - - for(int i = _numAxes - 2; i >= 0; i--) - { - _oldStride[i] = _oldStride[i + 1] * shapeBefore[i + 1]; - _newStride[i] = _newStride[i + 1] * shapeAfter[i + 1]; - } - - _count = _oldStride[0] * shapeBefore[0]; - } - - void finalize(const std::vector &inputs, std::vector &outputs) - { - if(!_needsPermute) - { - return; - } - - CV_Assert(inputs.size() > 0); - const Mat& inp0 = *inputs[0]; - CV_Assert((int)_numAxes == inp0.dims); - - computeStrides(shape(*inputs[0]), shape(outputs[0])); - } - - void forward(std::vector &inputs, std::vector &outputs, std::vector &internals) - { - size_t k, ninputs = inputs.size(); - if(!_needsPermute) - { - for (k = 0; k < ninputs; k++) - outputs[k] = *inputs[k]; - } - else - { - size_t i, j, count = _count, numAxes = _numAxes; - const size_t* newStride = &_newStride[0]; - const size_t* oldStride = &_oldStride[0]; - const size_t* order = &_order[0]; - - for (k = 0; k < ninputs; k++) - { - const Mat& inp = *inputs[k]; - Mat& out = outputs[k]; - - CV_Assert(inp.dims == numAxes && inp.size == inputs[0]->size); - CV_Assert(out.dims == numAxes && out.size == outputs[0].size); - -// for( i = 0; i < numAxes; i++ ) -// { -// CV_Assert(inp.size[i] == _oldDimensionSize[i]); -// CV_Assert(out.size[i] == _newDimensionSize[i]); -// } - - CV_Assert(inp.isContinuous() && out.isContinuous()); - CV_Assert(inp.type() == CV_32F && out.type() == CV_32F); - - const float *srcData = inp.ptr(); - float *dstData = out.ptr(); - - for (i = 0; i < count; ++i) - { - size_t oldPosition = 0; - size_t newPosition = i; - - for (j = 0; j < numAxes; ++j) - { - oldPosition += (newPosition / newStride[j]) * oldStride[order[j]]; - newPosition %= newStride[j]; - } - dstData[i] = srcData[oldPosition]; - } - } - } - } - - size_t _count; - std::vector _order; - - std::vector _oldDimensionSize; - std::vector _newDimensionSize; - - std::vector _oldStride; - std::vector _newStride; - bool _needsPermute; - - size_t _numAxes; -}; - -Ptr PermuteLayer::create(const LayerParams ¶ms) -{ - return Ptr(new PermuteLayerImpl(params)); -} - -} -} diff --git a/modules/dnn/src/layers/pooling_layer.cpp b/modules/dnn/src/layers/pooling_layer.cpp deleted file mode 100644 index 25fe46889..000000000 --- a/modules/dnn/src/layers/pooling_layer.cpp +++ /dev/null @@ -1,566 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -#include "../precomp.hpp" -#include "layers_common.hpp" -#include "opencv2/core/hal/intrin.hpp" -#include "op_halide.hpp" -#include -#include -using std::max; -using std::min; - -namespace cv -{ -namespace dnn -{ - -//TODO: add ceil_mode param -class PoolingLayerImpl : public PoolingLayer -{ -public: - PoolingLayerImpl(const LayerParams& params) - { - type = PoolingLayer::MAX; - computeMaxIdx = true; - - if (params.has("pool")) - { - String pool = params.get("pool").toLowerCase(); - if (pool == "max") - type = PoolingLayer::MAX; - else if (pool == "ave") - type = PoolingLayer::AVE; - else if (pool == "stochastic") - type = PoolingLayer::STOCHASTIC; - else - CV_Error(Error::StsBadArg, "Unknown pooling type \"" + pool + "\""); - } - - getPoolingKernelParams(params, kernel.height, kernel.width, globalPooling, - pad.height, pad.width, stride.height, stride.width, padMode); - setParamsFrom(params); - } - - void finalize(const std::vector &inputs, std::vector &outputs) - { - CV_Assert(inputs.size() == 1); - - cv::Size inp(inputs[0]->size[3], inputs[0]->size[2]), - out(outputs[0].size[3], outputs[0].size[2]); - - if(globalPooling) - { - kernel = inp; - } - - getConvPoolPaddings(inp, out, kernel, stride, padMode, pad); - } - - virtual bool supportBackend(int backendId) - { - return backendId == DNN_BACKEND_DEFAULT || - backendId == DNN_BACKEND_HALIDE && haveHalide() && - (type == PoolingLayer::MAX || - type == PoolingLayer::AVE && !pad.width && !pad.height); - } - - void forward(std::vector &inputs, std::vector &outputs, std::vector &internals) - { - for (size_t ii = 0; ii < inputs.size(); ii++) - { - switch (type) - { - case MAX: - maxPooling(*inputs[ii], outputs[2 * ii], outputs[2 * ii + 1]); - break; - case AVE: - avePooling(*inputs[ii], outputs[ii]); - break; - default: - CV_Error(Error::StsNotImplemented, "Not implemented"); - break; - } - } - } - - virtual Ptr initHalide(const std::vector > &inputs) - { - if (type == PoolingLayer::MAX) - return initMaxPoolingHalide(inputs); - else if (type == PoolingLayer::AVE) - return initAvePoolingHalide(inputs); - else - return Ptr(); - } - - class MaxPoolingInvoker : public ParallelLoopBody - { - public: - const Mat* src_; - Mat *dst_, *mask_; - Size kernel_, stride_, pad_; - int nstripes_; - bool computeMaxIdx_; - - MaxPoolingInvoker(const Mat& src, Mat& dst, Mat& mask, Size kernel, - Size stride, Size pad, int nstripes, bool computeMaxIdx) - { - src_ = &src; - dst_ = &dst; - mask_ = &mask; - kernel_ = kernel; - stride_ = stride; - pad_ = pad; - nstripes_ = nstripes; - computeMaxIdx_ = computeMaxIdx; - - CV_Assert(src.isContinuous() && dst.isContinuous() && - src.type() == CV_32F && src.type() == dst.type() && - mask.type() == src.type() && src.dims == 4 && dst.dims == 4 && - src.size[0] == dst.size[0] && src.size[1] == dst.size[1] && - mask.size == dst.size); - } - - void operator()(const Range& r) const - { - int nimgs = dst_->size[0], channels = dst_->size[1]; - int width = dst_->size[3], height = dst_->size[2]; - int inp_width = src_->size[3], inp_height = src_->size[2]; - size_t total = dst_->total(); - size_t stripeSize = (total + nstripes_ - 1)/nstripes_; - size_t stripeStart = r.start*stripeSize; - size_t stripeEnd = std::min(r.end*stripeSize, total); - size_t ofs = stripeStart; - int x0 = (int)(ofs % width); - ofs /= width; - int y0 = (int)(ofs % height); - ofs /= height; - int c = (int)(ofs % channels); - int n = (int)(ofs / channels); - const float *srcData = src_->ptr(n, c); - float *dstData = dst_->ptr(n, c, y0) + x0; - float *dstMaskData = mask_->ptr(n, c, y0) + x0; - int kernel_w = kernel_.width, kernel_h = kernel_.height; - int pad_w = pad_.width, pad_h = pad_.height; - int stride_w = stride_.width, stride_h = stride_.height; - bool compMaxIdx = computeMaxIdx_; - #if CV_SIMD128 - v_float32x4 idx00(0.f, (float)stride_w, (float)(stride_w*2), (float)(stride_w*3)); - v_float32x4 ones = v_setall_f32(1.f); - v_float32x4 delta = v_setall_f32((float)(inp_width - kernel_w)); - #endif - - for( ofs = stripeStart; ofs < stripeEnd; ofs++ ) - { - int ystart = y0 * stride_h - pad_h; - int xstart = x0 * stride_w - pad_w; - int yend = min(ystart + kernel_h, inp_height); - int xend = min(xstart + kernel_w, inp_width); - ystart = max(ystart, 0); - xstart = max(xstart, 0); - float max_val = -FLT_MAX; - int max_index = -1; - - #if CV_SIMD128 - if( xstart > 0 && (x0 + 7) * stride_w - pad_w + kernel_w < inp_width ) - { - if( compMaxIdx ) - { - v_float32x4 max_val0 = v_setall_f32(max_val); - v_float32x4 max_val1 = max_val0; - v_float32x4 max_idx0 = v_setall_f32(-1.f); - v_float32x4 max_idx1 = max_idx0; - int index0 = ystart * inp_width + xstart; - v_float32x4 idx0 = idx00 + v_setall_f32((float)index0); - v_float32x4 idx1 = idx0 + v_setall_f32((float)(stride_w*4)); - - for (int y = ystart; y < yend; ++y) - { - for (int x = xstart; x < xend; ++x, idx0 += ones, idx1 += ones) - { - const int index = y * inp_width + x; - v_float32x4 v0(srcData[index], srcData[index + stride_w], - srcData[index + stride_w*2], srcData[index + stride_w*3]); - v_float32x4 v1(srcData[index + stride_w*4], srcData[index + stride_w*5], - srcData[index + stride_w*6], srcData[index + stride_w*7]); - max_idx0 = v_select(v0 > max_val0, idx0, max_idx0); - max_idx1 = v_select(v1 > max_val1, idx1, max_idx1); - max_val0 = v_max(max_val0, v0); - max_val1 = v_max(max_val1, v1); - } - idx0 += delta; - idx1 += delta; - } - v_store(dstData, max_val0); - v_store(dstData + 4, max_val1); - v_store(dstMaskData, max_idx0); - v_store(dstMaskData + 4, max_idx1); - ofs += 7; - dstData += 8; - dstMaskData += 8; - x0 += 7; - } - else - { - v_float32x4 max_val0 = v_setall_f32(max_val); - v_float32x4 max_val1 = max_val0; - - for (int y = ystart; y < yend; ++y) - { - for (int x = xstart; x < xend; ++x) - { - const int index = y * inp_width + x; - v_float32x4 v0(srcData[index], srcData[index + stride_w], - srcData[index + stride_w*2], srcData[index + stride_w*3]); - v_float32x4 v1(srcData[index + stride_w*4], srcData[index + stride_w*5], - srcData[index + stride_w*6], srcData[index + stride_w*7]); - max_val0 = v_max(max_val0, v0); - max_val1 = v_max(max_val1, v1); - } - } - v_store(dstData, max_val0); - v_store(dstData + 4, max_val1); - ofs += 7; - dstData += 8; - x0 += 7; - } - } - else - #endif - { - if( compMaxIdx ) - { - for (int y = ystart; y < yend; ++y) - for (int x = xstart; x < xend; ++x) - { - const int index = y * inp_width + x; - float val = srcData[index]; - if (val > max_val) - { - max_val = val; - max_index = index; - } - } - - *dstData++ = max_val; - *dstMaskData++ = max_index; - } - else - { - for (int y = ystart; y < yend; ++y) - for (int x = xstart; x < xend; ++x) - { - const int index = y * inp_width + x; - float val = srcData[index]; - max_val = std::max(max_val, val); - } - - *dstData++ = max_val; - } - } - - if( ++x0 >= width ) - { - x0 = 0; - if( ++y0 >= height ) - { - y0 = 0; - if( ++c >= channels ) - { - c = 0; - if( ++n >= nimgs ) - break; - } - srcData = src_->ptr(n, c); - } - } - } - } - }; - - void maxPooling(Mat &src, Mat &dst, Mat &mask) - { - const int nstripes = getNumThreads(); - MaxPoolingInvoker mp(src, dst, mask, kernel, stride, pad, nstripes, computeMaxIdx); - parallel_for_(Range(0, nstripes), mp, nstripes); - } - - void avePooling(Mat &src, Mat &dst) - { - Size inp(src.size[3], src.size[2]), - out(dst.size[3], dst.size[2]); - for (int n = 0; n < src.size[0]; ++n) - { - for (int c = 0; c < src.size[1]; ++c) - { - const float *srcData = src.ptr(n, c); - float *dstData = dst.ptr(n, c); - - for (int ph = 0; ph < out.height; ++ph) - { - for (int pw = 0; pw < out.width; ++pw) - { - int hstart = ph * stride.height - pad.height; - int wstart = pw * stride.width - pad.width; - int hend = min(hstart + kernel.height, inp.height + pad.height); - int wend = min(wstart + kernel.width, inp.width + pad.width); - int poolSize = (hend - hstart) * (wend - wstart); - hstart = max(hstart, 0); - wstart = max(wstart, 0); - hend = min(hend, inp.height); - wend = min(wend, inp.width); - - dstData[ph * out.width + pw] = 0.f; - - for (int h = hstart; h < hend; ++h) - for (int w = wstart; w < wend; ++w) - dstData[ph * out.width + pw] += srcData[h * inp.width + w]; - - dstData[ph * out.width + pw] /= poolSize; - } - } - } - } - } - - virtual Ptr initMaxPoolingHalide(const std::vector > &inputs) - { -#ifdef HAVE_HALIDE - Halide::Buffer inputBuffer = halideBuffer(inputs[0]); - const int inWidth = inputBuffer.width(); - const int inHeight = inputBuffer.height(); - - Halide::Var x("x"), y("y"), c("c"), n("n"); - Halide::Func top = (name.empty() ? Halide::Func() : Halide::Func(name)); - Halide::RDom r(0, kernel.width, 0, kernel.height); - Halide::Expr kx, ky; - if (pad.width || pad.height) - { - kx = clamp(x * stride.width + r.x - pad.width, 0, inWidth - 1); - ky = clamp(y * stride.height + r.y - pad.height, 0, inHeight - 1); - } - else - { - kx = min(x * stride.width + r.x, inWidth - 1); - ky = min(y * stride.height + r.y, inHeight - 1); - } - - // Halide::argmax returns tuple (r.x, r.y, max). - Halide::Tuple res = argmax(inputBuffer(kx, ky, c, n)); - - // Compute offset from argmax in range [0, kernel_size). - Halide::Expr max_index; - if (pad.width || pad.height) - { - max_index = clamp(y * stride.height + res[1] - pad.height, - 0, inHeight - 1) * inWidth + - clamp(x * stride.width + res[0] - pad.width, - 0, inWidth - 1); - } - else - { - max_index = min(y * stride.height + res[1], inHeight - 1) * inWidth + - min(x * stride.width + res[0], inWidth - 1); - } - top(x, y, c, n) = { res[2], Halide::cast(max_index) }; - return Ptr(new HalideBackendNode(top)); -#endif // HAVE_HALIDE - return Ptr(); - } - - virtual Ptr initAvePoolingHalide(const std::vector > &inputs) - { -#ifdef HAVE_HALIDE - Halide::Buffer inputBuffer = halideBuffer(inputs[0]); - - const int inW = inputBuffer.width(), inH = inputBuffer.height(); - if ((inW - kernel.width) % stride.width || (inH - kernel.height) % stride.height) - { - CV_Error(cv::Error::StsNotImplemented, - "Halide backend for average pooling with partial " - "kernels is not implemented"); - } - - const float norm = 1.0f / (kernel.width * kernel.height); - - Halide::Var x("x"), y("y"), c("c"), n("n"); - Halide::Func top = (name.empty() ? Halide::Func() : Halide::Func(name)); - Halide::RDom r(0, kernel.width, 0, kernel.height); - top(x, y, c, n) = sum( - inputBuffer(x * stride.width + r.x, - y * stride.height + r.y, c, n)) * norm; - return Ptr(new HalideBackendNode(top)); -#endif // HAVE_HALIDE - return Ptr(); - } - - virtual void applyHalideScheduler(Ptr& node, - const std::vector &inputs, - const std::vector &outputs, - int targetId) const - { -#ifdef HAVE_HALIDE - if (targetId != DNN_TARGET_CPU) - { - Layer::applyHalideScheduler(node, inputs, outputs, targetId); - return; - } - Halide::Var x("x"), y("y"), c("c"), n("n"), tile("tile"), - xi("xi"), yi("yi"), ci("ci"), xo("xo"), yo("yo"), co("co"); - Halide::Func& top = node.dynamicCast()->funcs.back(); - - int outW, outH, outC, outN; - getCanonicalSize(outputs[0].size, &outW, &outH, &outC, &outN); - - if (outW < 8 || outH < 8) - { - if (outC > 8) - top.split(c, co, ci, 8) - .fuse(x, y, tile).fuse(co, tile, tile).fuse(n, tile, tile) - .parallel(tile) - .vectorize(ci); - else - { - top.fuse(y, c, tile).fuse(n, tile, tile) - .parallel(tile); - if (outW > 1) - top.vectorize(x); - } - } - else - { - if (outC > 8) - top.split(x, xo, xi, 8).split(y, yo, yi, 8).split(c, co, ci, 8) - .fuse(xo, yo, tile).fuse(co, tile, tile).fuse(n, tile, tile) - .parallel(tile) - .vectorize(xi); - else - top.split(x, xo, xi, 8).split(y, yo, yi, 8) - .fuse(xo, yo, tile).fuse(c, tile, tile).fuse(n, tile, tile) - .parallel(tile) - .vectorize(xi); - } -#endif // HAVE_HALIDE - } - - bool getMemoryShapes(const std::vector &inputs, - const int requiredOutputs, - std::vector &outputs, - std::vector &internals) const - { - CV_Assert(inputs.size() != 0); - Size in(inputs[0][3], inputs[0][2]), out; - - if (globalPooling) - { - out.height = 1; - out.width = 1; - } - else if (padMode.empty()) - { - //Yeah, something strange Caffe scheme-) - out.height = static_cast(ceil(static_cast(in.height + 2 * pad.height - - kernel.height) / stride.height)) + 1; - out.width = static_cast(ceil(static_cast(in.width + 2 * pad.width - - kernel.width) / stride.width)) + 1; - - if (pad.height || pad.width) - { - // If we have padding, ensure that the last pooling starts strictly - // inside the image (instead of at the padding); otherwise clip the last. - if ((out.height - 1) * stride.height >= in.height + pad.height) - --out.height; - if ((out.width - 1) * stride.width >= in.width + pad.width) - --out.width; - CV_Assert((out.height - 1) * stride.height < in.height + pad.height); - CV_Assert((out.width - 1) * stride.width < in.width + pad.width); - } - } - else - { - getConvPoolOutParams(in, kernel, stride, - padMode, out); - } - - outputs.resize(type == MAX ? 2 * inputs.size() : inputs.size()); - for (size_t i = 0; i < inputs.size(); i++) - { - size_t index = type == MAX ? 2*i : i; - int dims[] = {inputs[i][0], inputs[i][1], out.height, out.width}; - outputs[index] = shape(dims); - - if (type == MAX) - outputs[index + 1] = shape(dims); - } - - return false; - } - - virtual int64 getFLOPS(const std::vector &inputs, - const std::vector &outputs) const - { - (void)inputs; // suppress unused variable warning - long flops = 0; - - for(int i = 0; i < outputs.size(); i++) - { - if (type == MAX) - { - if (i%2 == 0) - flops += total(outputs[i])*kernel.area(); - } - else - { - flops += total(outputs[i])*(kernel.area() + 1); - } - } - return flops; - } -}; - -Ptr PoolingLayer::create(const LayerParams& params) -{ - return Ptr(new PoolingLayerImpl(params)); -} - -} -} diff --git a/modules/dnn/src/layers/prior_box_layer.cpp b/modules/dnn/src/layers/prior_box_layer.cpp deleted file mode 100644 index aee04e280..000000000 --- a/modules/dnn/src/layers/prior_box_layer.cpp +++ /dev/null @@ -1,379 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -#include "../precomp.hpp" -#include "layers_common.hpp" -#include -#include -#include - -namespace cv -{ -namespace dnn -{ - -class PriorBoxLayerImpl : public PriorBoxLayer -{ -public: - bool getParameterDict(const LayerParams ¶ms, - const std::string ¶meterName, - DictValue& result) - { - if (!params.has(parameterName)) - { - return false; - } - - result = params.get(parameterName); - return true; - } - - template - T getParameter(const LayerParams ¶ms, - const std::string ¶meterName, - const size_t &idx=0, - const bool required=true, - const T& defaultValue=T()) - { - DictValue dictValue; - bool success = getParameterDict(params, parameterName, dictValue); - if(!success) - { - if(required) - { - std::string message = _layerName; - message += " layer parameter does not contain "; - message += parameterName; - message += " parameter."; - CV_Error(Error::StsBadArg, message); - } - else - { - return defaultValue; - } - } - return dictValue.get(idx); - } - - void getAspectRatios(const LayerParams ¶ms) - { - DictValue aspectRatioParameter; - bool aspectRatioRetieved = getParameterDict(params, "aspect_ratio", aspectRatioParameter); - CV_Assert(aspectRatioRetieved); - - for (int i = 0; i < aspectRatioParameter.size(); ++i) - { - float aspectRatio = aspectRatioParameter.get(i); - bool alreadyExists = false; - - for (size_t j = 0; j < _aspectRatios.size(); ++j) - { - if (fabs(aspectRatio - _aspectRatios[j]) < 1e-6) - { - alreadyExists = true; - break; - } - } - if (!alreadyExists) - { - _aspectRatios.push_back(aspectRatio); - if (_flip) - { - _aspectRatios.push_back(1./aspectRatio); - } - } - } - } - - void getVariance(const LayerParams ¶ms) - { - DictValue varianceParameter; - bool varianceParameterRetrieved = getParameterDict(params, "variance", varianceParameter); - CV_Assert(varianceParameterRetrieved); - - int varianceSize = varianceParameter.size(); - if (varianceSize > 1) - { - // Must and only provide 4 variance. - CV_Assert(varianceSize == 4); - - for (int i = 0; i < varianceSize; ++i) - { - float variance = varianceParameter.get(i); - CV_Assert(variance > 0); - _variance.push_back(variance); - } - } - else - { - if (varianceSize == 1) - { - float variance = varianceParameter.get(0); - CV_Assert(variance > 0); - _variance.push_back(variance); - } - else - { - // Set default to 0.1. - _variance.push_back(0.1f); - } - } - } - - PriorBoxLayerImpl(const LayerParams ¶ms) - { - setParamsFrom(params); - _minSize = getParameter(params, "min_size"); - CV_Assert(_minSize > 0); - - _flip = getParameter(params, "flip"); - _clip = getParameter(params, "clip"); - - _aspectRatios.clear(); - _aspectRatios.push_back(1.); - - getAspectRatios(params); - getVariance(params); - - _numPriors = _aspectRatios.size(); - - _maxSize = -1; - if (params.has("max_size")) - { - _maxSize = params.get("max_size").get(0); - CV_Assert(_maxSize > _minSize); - - _numPriors += 1; - } - - if (params.has("step_h") || params.has("step_w")) { - CV_Assert(!params.has("step")); - _stepY = getParameter(params, "step_h"); - CV_Assert(_stepY > 0.); - _stepX = getParameter(params, "step_w"); - CV_Assert(_stepX > 0.); - } else if (params.has("step")) { - const float step = getParameter(params, "step"); - CV_Assert(step > 0); - _stepY = step; - _stepX = step; - } else { - _stepY = 0; - _stepX = 0; - } - } - - bool getMemoryShapes(const std::vector &inputs, - const int requiredOutputs, - std::vector &outputs, - std::vector &internals) const - { - CV_Assert(inputs.size() == 2); - - int layerHeight = inputs[0][2]; - int layerWidth = inputs[0][3]; - - // Since all images in a batch has same height and width, we only need to - // generate one set of priors which can be shared across all images. - size_t outNum = 1; - // 2 channels. First channel stores the mean of each prior coordinate. - // Second channel stores the variance of each prior coordinate. - size_t outChannels = 2; - - outputs.resize(1, shape(outNum, outChannels, - layerHeight * layerWidth * _numPriors * 4)); - - return false; - } - - void forward(std::vector &inputs, std::vector &outputs, std::vector &internals) - { - int _layerWidth = inputs[0]->size[3]; - int _layerHeight = inputs[0]->size[2]; - - int _imageWidth = inputs[1]->size[3]; - int _imageHeight = inputs[1]->size[2]; - - float stepX, stepY; - if (_stepX == 0 || _stepY == 0) { - stepX = static_cast(_imageWidth) / _layerWidth; - stepY = static_cast(_imageHeight) / _layerHeight; - } else { - stepX = _stepX; - stepY = _stepY; - } - - int _outChannelSize = _layerHeight * _layerWidth * _numPriors * 4; - - float* outputPtr = outputs[0].ptr(); - - // first prior: aspect_ratio = 1, size = min_size - int idx = 0; - for (size_t h = 0; h < _layerHeight; ++h) - { - for (size_t w = 0; w < _layerWidth; ++w) - { - _boxWidth = _boxHeight = _minSize; - - float center_x = (w + 0.5) * stepX; - float center_y = (h + 0.5) * stepY; - // xmin - outputPtr[idx++] = (center_x - _boxWidth / 2.) / _imageWidth; - // ymin - outputPtr[idx++] = (center_y - _boxHeight / 2.) / _imageHeight; - // xmax - outputPtr[idx++] = (center_x + _boxWidth / 2.) / _imageWidth; - // ymax - outputPtr[idx++] = (center_y + _boxHeight / 2.) / _imageHeight; - - if (_maxSize > 0) - { - // second prior: aspect_ratio = 1, size = sqrt(min_size * max_size) - _boxWidth = _boxHeight = sqrt(_minSize * _maxSize); - // xmin - outputPtr[idx++] = (center_x - _boxWidth / 2.) / _imageWidth; - // ymin - outputPtr[idx++] = (center_y - _boxHeight / 2.) / _imageHeight; - // xmax - outputPtr[idx++] = (center_x + _boxWidth / 2.) / _imageWidth; - // ymax - outputPtr[idx++] = (center_y + _boxHeight / 2.) / _imageHeight; - } - - // rest of priors - for (size_t r = 0; r < _aspectRatios.size(); ++r) - { - float ar = _aspectRatios[r]; - if (fabs(ar - 1.) < 1e-6) - { - continue; - } - _boxWidth = _minSize * sqrt(ar); - _boxHeight = _minSize / sqrt(ar); - // xmin - outputPtr[idx++] = (center_x - _boxWidth / 2.) / _imageWidth; - // ymin - outputPtr[idx++] = (center_y - _boxHeight / 2.) / _imageHeight; - // xmax - outputPtr[idx++] = (center_x + _boxWidth / 2.) / _imageWidth; - // ymax - outputPtr[idx++] = (center_y + _boxHeight / 2.) / _imageHeight; - } - } - } - // clip the prior's coordidate such that it is within [0, 1] - if (_clip) - { - for (size_t d = 0; d < _outChannelSize; ++d) - { - outputPtr[d] = std::min(std::max(outputPtr[d], 0.), 1.); - } - } - // set the variance. - outputPtr = outputs[0].ptr(0, 1); - if(_variance.size() == 1) - { - Mat secondChannel(outputs[0].size[2], outputs[0].size[3], CV_32F, outputPtr); - secondChannel.setTo(Scalar(_variance[0])); - } - else - { - int count = 0; - for (size_t h = 0; h < _layerHeight; ++h) - { - for (size_t w = 0; w < _layerWidth; ++w) - { - for (size_t i = 0; i < _numPriors; ++i) - { - for (int j = 0; j < 4; ++j) - { - outputPtr[count] = _variance[j]; - ++count; - } - } - } - } - } - } - - virtual int64 getFLOPS(const std::vector &inputs, - const std::vector &outputs) const - { - (void)outputs; // suppress unused variable warning - long flops = 0; - - for (int i = 0; i < inputs.size(); i++) - { - flops += total(inputs[i], 2) * _numPriors * 4; - } - - return flops; - } - - float _minSize; - float _maxSize; - - float _boxWidth; - float _boxHeight; - - float _stepX, _stepY; - - std::vector _aspectRatios; - std::vector _variance; - - bool _flip; - bool _clip; - - size_t _numPriors; - - static const size_t _numAxes = 4; - static const std::string _layerName; -}; - -const std::string PriorBoxLayerImpl::_layerName = std::string("PriorBox"); - -Ptr PriorBoxLayer::create(const LayerParams ¶ms) -{ - return Ptr(new PriorBoxLayerImpl(params)); -} - -} -} diff --git a/modules/dnn/src/layers/recurrent_layers.cpp b/modules/dnn/src/layers/recurrent_layers.cpp deleted file mode 100644 index aa3d0df91..000000000 --- a/modules/dnn/src/layers/recurrent_layers.cpp +++ /dev/null @@ -1,443 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -#include "../precomp.hpp" -#include -#include -#include -#include - -namespace cv -{ -namespace dnn -{ - -template -static void tanh(const Mat &src, Mat &dst) -{ - MatConstIterator_ itSrc = src.begin(); - MatIterator_ itDst = dst.begin(); - - for (; itSrc != src.end(); itSrc++, itDst++) - *itDst = std::tanh(*itSrc); -} - -//TODO: make utils method -static void tanh(const Mat &src, Mat &dst) -{ - dst.create(src.dims, (const int*)src.size, src.type()); - - if (src.type() == CV_32F) - tanh(src, dst); - else if (src.type() == CV_64F) - tanh(src, dst); - else - CV_Error(Error::StsUnsupportedFormat, "Function supports only floating point types"); -} - -static void sigmoid(const Mat &src, Mat &dst) -{ - cv::exp(-src, dst); - cv::pow(1 + dst, -1, dst); -} - -class LSTMLayerImpl : public LSTMLayer -{ - int numTimeStamps, numSamples; - bool allocated; - - MatShape outTailShape; //shape of single output sample - MatShape outTsShape; //shape of N output samples - - bool useTimestampDim; - bool produceCellOutput; - -public: - - LSTMLayerImpl(const LayerParams& params) - { - setParamsFrom(params); - type = "LSTM"; - useTimestampDim = true; - produceCellOutput = false; - allocated = false; - outTailShape.clear(); - } - - void setUseTimstampsDim(bool use) - { - CV_Assert(!allocated); - useTimestampDim = use; - } - - void setProduceCellOutput(bool produce) - { - CV_Assert(!allocated); - produceCellOutput = produce; - } - - void setOutShape(const MatShape &outTailShape_) - { - CV_Assert(!allocated || total(outTailShape) == total(outTailShape_)); - outTailShape = outTailShape_; - } - - void setWeights(const Mat &Wh, const Mat &Wx, const Mat &bias) - { - CV_Assert(Wh.dims == 2 && Wx.dims == 2); - CV_Assert(Wh.rows == Wx.rows); - CV_Assert(Wh.rows == 4*Wh.cols); - CV_Assert(Wh.rows == (int)bias.total()); - CV_Assert(Wh.type() == Wx.type() && Wx.type() == bias.type()); - - blobs.resize(3); - blobs[0] = Mat(Wh.clone()); - blobs[1] = Mat(Wx.clone()); - blobs[2] = Mat(bias.clone()).reshape(1, 1); - } - - bool getMemoryShapes(const std::vector &inputs, - const int requiredOutputs, - std::vector &outputs, - std::vector &internals) const - { - CV_Assert(blobs.size() == 3); - CV_Assert(inputs.size() == 1); - const MatShape& inp0 = inputs[0]; - - const Mat &Wh = blobs[0], &Wx = blobs[1]; - int _numOut = Wh.size[1]; - int _numInp = Wx.size[1]; - MatShape outTailShape_(outTailShape), outResShape; - - if (!outTailShape_.empty()) - CV_Assert(total(outTailShape_) == _numOut); - else - outTailShape_.assign(1, _numOut); - - int _numTimeStamps, _numSamples; - if (useTimestampDim) - { - CV_Assert(inp0.size() >= 2 && total(inp0, 2) == _numInp); - _numTimeStamps = inp0[0]; - _numSamples = inp0[1]; - outResShape.push_back(_numTimeStamps); - } - else - { - CV_Assert(inp0.size() >= 2 && total(inp0, 1) == _numInp); - _numTimeStamps = 1; - _numSamples = inp0[0]; - } - - outResShape.push_back(_numSamples); - outResShape.insert(outResShape.end(), outTailShape_.begin(), outTailShape_.end()); - - size_t noutputs = produceCellOutput ? 2 : 1; - outputs.assign(noutputs, outResShape); - - internals.assign(1, shape(_numSamples, _numOut)); // hInternal - internals.push_back(shape(_numSamples, _numOut)); // cInternal - internals.push_back(shape(_numSamples, 1)); // dummyOnes - internals.push_back(shape(_numSamples, 4*_numOut)); // gates - - return false; - } - - void finalize(const std::vector &input, std::vector &output) - { - CV_Assert(blobs.size() == 3); - CV_Assert(input.size() == 1); - const Mat& inp0 = *input[0]; - - Mat &Wh = blobs[0], &Wx = blobs[1]; - int numOut = Wh.size[1]; - int numInp = Wx.size[1]; - - if (!outTailShape.empty()) - CV_Assert(total(outTailShape) == numOut); - else - outTailShape.assign(1, numOut); - - if (useTimestampDim) - { - CV_Assert(inp0.dims >= 2 && (int)inp0.total(2) == numInp); - numTimeStamps = inp0.size[0]; - numSamples = inp0.size[1]; - } - else - { - CV_Assert(inp0.dims >= 2 && (int)inp0.total(1) == numInp); - numTimeStamps = 1; - numSamples = inp0.size[0]; - } - - outTsShape.clear(); - outTsShape.push_back(numSamples); - outTsShape.insert(outTsShape.end(), outTailShape.begin(), outTailShape.end()); - - allocated = true; - } - - void forward(std::vector &input, std::vector &output, std::vector &internals) - { - const Mat &Wh = blobs[0]; - const Mat &Wx = blobs[1]; - const Mat &bias = blobs[2]; - - int numOut = Wh.size[1]; - - Mat hInternal = internals[0], cInternal = internals[1], - dummyOnes = internals[2], gates = internals[3]; - hInternal.setTo(0.); - cInternal.setTo(0.); - dummyOnes.setTo(1.); - - int numSamplesTotal = numTimeStamps*numSamples; - Mat xTs = input[0]->reshape(1, numSamplesTotal); - - Mat hOutTs = output[0].reshape(1, numSamplesTotal); - Mat cOutTs = produceCellOutput ? output[1].reshape(1, numSamplesTotal) : Mat(); - - for (int ts = 0; ts < numTimeStamps; ts++) - { - Range curRowRange(ts*numSamples, (ts + 1)*numSamples); - Mat xCurr = xTs.rowRange(curRowRange); - - gemm(xCurr, Wx, 1, gates, 0, gates, GEMM_2_T); // Wx * x_t - gemm(hInternal, Wh, 1, gates, 1, gates, GEMM_2_T); //+Wh * h_{t-1} - gemm(dummyOnes, bias, 1, gates, 1, gates); //+b - - Mat getesIFO = gates.colRange(0, 3*numOut); - Mat gateI = gates.colRange(0*numOut, 1*numOut); - Mat gateF = gates.colRange(1*numOut, 2*numOut); - Mat gateO = gates.colRange(2*numOut, 3*numOut); - Mat gateG = gates.colRange(3*numOut, 4*numOut); - - sigmoid(getesIFO, getesIFO); - tanh(gateG, gateG); - - //compute c_t - multiply(gateF, cInternal, gateF); // f_t (*) c_{t-1} - multiply(gateI, gateG, gateI); // i_t (*) g_t - add(gateF, gateI, cInternal); // c_t = f_t (*) c_{t-1} + i_t (*) g_t - - //compute h_t - tanh(cInternal, hInternal); - multiply(gateO, hInternal, hInternal); - - //save results in output blobs - hInternal.copyTo(hOutTs.rowRange(curRowRange)); - if (produceCellOutput) - cInternal.copyTo(cOutTs.rowRange(curRowRange)); - } - } -}; - -Ptr LSTMLayer::create(const LayerParams& params) -{ - return Ptr(new LSTMLayerImpl(params)); -} - -int LSTMLayer::inputNameToIndex(String inputName) -{ - if (inputName.toLowerCase() == "x") - return 0; - return -1; -} - -int LSTMLayer::outputNameToIndex(String outputName) -{ - if (outputName.toLowerCase() == "h") - return 0; - else if (outputName.toLowerCase() == "c") - return 1; - return -1; -} - - -class RNNLayerImpl : public RNNLayer -{ - int numX, numH, numO; - int numSamples, numTimestamps, numSamplesTotal; - int dtype; - Mat Whh, Wxh, bh; - Mat Who, bo; - bool produceH; - -public: - - RNNLayerImpl(const LayerParams& params) - { - setParamsFrom(params); - type = "RNN"; - produceH = false; - } - - void setProduceHiddenOutput(bool produce = false) - { - produceH = produce; - } - - void setWeights(const Mat &W_xh, const Mat &b_h, const Mat &W_hh, const Mat &W_ho, const Mat &b_o) - { - CV_Assert(W_hh.dims == 2 && W_xh.dims == 2); - CV_Assert(W_hh.size[0] == W_xh.size[0] && W_hh.size[0] == W_hh.size[1] && (int)b_h.total() == W_xh.size[0]); - CV_Assert(W_ho.size[0] == (int)b_o.total()); - CV_Assert(W_ho.size[1] == W_hh.size[1]); - - blobs.resize(5); - blobs[0] = Mat(W_xh.clone()); - blobs[1] = Mat(b_h.clone()); - blobs[2] = Mat(W_hh.clone()); - blobs[3] = Mat(W_ho.clone()); - blobs[4] = Mat(b_o.clone()); - } - - bool getMemoryShapes(const std::vector &inputs, - const int requiredOutputs, - std::vector &outputs, - std::vector &internals) const - { - CV_Assert(inputs.size() >= 1 && inputs.size() <= 2); - - Mat Who_ = blobs[3]; - Mat Wxh_ = blobs[0]; - - int numTimestamps_ = inputs[0][0]; - int numSamples_ = inputs[0][1]; - - int numO_ = Who_.rows; - int numH_ = Wxh_.rows; - - outputs.clear(); - int dims[] = {numTimestamps_, numSamples_, numO_}; - outputs.push_back(shape(dims, 3)); - dims[2] = numH_; - if (produceH) - outputs.push_back(shape(dims, 3)); - - internals.assign(2, shape(numSamples_, numH_)); - internals.push_back(shape(numSamples_, 1)); - - return false; - } - - void finalize(const std::vector &input, std::vector &output) - { - CV_Assert(input.size() >= 1 && input.size() <= 2); - - Wxh = blobs[0]; - bh = blobs[1]; - Whh = blobs[2]; - Who = blobs[3]; - bo = blobs[4]; - - numH = Wxh.rows; - numX = Wxh.cols; - numO = Who.rows; - - const Mat& inp0 = *input[0]; - - CV_Assert(inp0.dims >= 2); - CV_Assert(inp0.total(2) == numX); - dtype = CV_32F; - CV_Assert(inp0.type() == dtype); - numTimestamps = inp0.size[0]; - numSamples = inp0.size[1]; - numSamplesTotal = numTimestamps * numSamples; - - bh = bh.reshape(1, 1); //is 1 x numH Mat - bo = bo.reshape(1, 1); //is 1 x numO Mat - } - - void reshapeOutput(std::vector &output) - { - output.resize(produceH ? 2 : 1); - int sz0[] = { numTimestamps, numSamples, numO }; - output[0].create(3, sz0, dtype); - if (produceH) - { - int sz1[] = { numTimestamps, numSamples, numH }; - output[1].create(3, sz1, dtype); - } - } - - void forward(std::vector &input, std::vector &output, std::vector &internals) - { - Mat xTs = input[0]->reshape(1, numSamplesTotal); - Mat oTs = output[0].reshape(1, numSamplesTotal); - Mat hTs = produceH ? output[1].reshape(1, numSamplesTotal) : Mat(); - Mat hCurr = internals[0]; - Mat hPrev = internals[1]; - Mat dummyBiasOnes = internals[2]; - - hPrev.setTo(0.); - dummyBiasOnes.setTo(1.); - - for (int ts = 0; ts < numTimestamps; ts++) - { - Range curRowRange = Range(ts * numSamples, (ts + 1) * numSamples); - Mat xCurr = xTs.rowRange(curRowRange); - - gemm(hPrev, Whh, 1, hCurr, 0, hCurr, GEMM_2_T); // W_{hh} * h_{prev} - gemm(xCurr, Wxh, 1, hCurr, 1, hCurr, GEMM_2_T); //+W_{xh} * x_{curr} - gemm(dummyBiasOnes, bh, 1, hCurr, 1, hCurr); //+bh - tanh(hCurr, hPrev); - - Mat oCurr = oTs.rowRange(curRowRange); - gemm(hPrev, Who, 1, oCurr, 0, oCurr, GEMM_2_T); // W_{ho} * h_{prev} - gemm(dummyBiasOnes, bo, 1, oCurr, 1, oCurr); //+b_o - tanh(oCurr, oCurr); - - if (produceH) - hPrev.copyTo(hTs.rowRange(curRowRange)); - } - } -}; - -CV_EXPORTS_W Ptr RNNLayer::create(const LayerParams& params) -{ - return Ptr(new RNNLayerImpl(params)); -} - -} -} diff --git a/modules/dnn/src/layers/reshape_layer.cpp b/modules/dnn/src/layers/reshape_layer.cpp deleted file mode 100644 index a5fa08866..000000000 --- a/modules/dnn/src/layers/reshape_layer.cpp +++ /dev/null @@ -1,247 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -#include "../precomp.hpp" -#include "layers_common.hpp" -#include - -namespace cv -{ -namespace dnn -{ - -static void computeShapeByReshapeMask(const MatShape &srcShape, - const MatShape &maskShape, - Range srcRange /*= Range::all()*/, - MatShape& dstShape) -{ - int srcShapeSize = (int)srcShape.size(); - int maskShapeSize = (int)maskShape.size(); - - if (srcRange == Range::all()) - srcRange = Range(0, srcShapeSize); - else - { - int sz = srcRange.size(); - srcRange.start = clamp(srcRange.start, srcShapeSize); - srcRange.end = srcRange.end == INT_MAX ? srcShapeSize : srcRange.start + sz; - } - - bool explicitMask = !maskShape.empty(); // All mask values are positive. - for (int i = 0, n = maskShape.size(); i < n && explicitMask; ++i) - { - explicitMask = maskShape[i] > 0; - } - // Working range of source shape is a range where area(src) == area(mask). - if (explicitMask) - { - int maskTotal = total(maskShape); - for (int i = srcRange.start + 1; i < srcRange.end; ++i) - { - if (total(srcShape, i, srcRange.end) != maskTotal) - { - srcRange.start = i - 1; - break; - } - } - CV_Assert(total(srcShape, srcRange.start, srcRange.end) == maskTotal); - } - - CV_Assert(0 <= srcRange.start && srcRange.start <= srcRange.end && srcRange.end <= srcShapeSize); - int dstShapeSize = srcShapeSize - srcRange.size() + maskShapeSize; - dstShape.resize(dstShapeSize); - - std::copy(srcShape.begin(), srcShape.begin() + srcRange.start, dstShape.begin()); - std::copy(srcShape.begin() + srcRange.end, srcShape.begin() + srcShapeSize, dstShape.begin() + srcRange.start + maskShapeSize); - - int inferDim = -1; - for (int i = 0; i < maskShapeSize; i++) - { - if (maskShape[i] > 0) - { - dstShape[srcRange.start + i] = maskShape[i]; - } - else if (maskShape[i] == 0) - { - if (srcRange.start + i >= srcShapeSize) - CV_Error(Error::StsBadArg, format("Copy dim[%d] (which has zero size) is out of the source shape bounds", srcRange.start + i)); - dstShape[srcRange.start + i] = srcShape[srcRange.start + i]; - } - else if (maskShape[i] == -1) - { - if (inferDim != -1) - CV_Error(Error::StsAssert, "Duplicate of inferred dim (which is denoted by -1)"); - inferDim = srcRange.start + i; - dstShape[inferDim] = 1; - } - else - CV_Error(Error::StsBadArg, "maskShape[i] >= -1"); - } - - size_t srcTotal = total(srcShape); - size_t dstTotal = total(dstShape); - - if (inferDim != -1) - { - if (srcTotal % dstTotal != 0) - CV_Error(Error::StsBackTrace, "Can't infer a dim denoted by -1"); - - dstShape[inferDim] = (int)(srcTotal / dstTotal); - } - else - { - CV_Assert(srcTotal == dstTotal); - } -} - - -class ReshapeLayerImpl : public ReshapeLayer -{ -public: - ReshapeLayerImpl(const LayerParams& params): - performReordering(false) - { - setParamsFrom(params); - int axis = params.get("axis", 0); - int numAxes = params.get("num_axes", -1); - enableReordering = params.get("reorder_dims", false); - CV_Assert(numAxes >= -1); - newShapeRange = (numAxes == -1) ? Range(axis, INT_MAX) : Range(axis, axis + numAxes); - - newShapeDesc.clear(); - if (params.has("dim")) - { - const DictValue ¶mShape = params.get("dim"); - int i, dims = paramShape.size(); - newShapeDesc.resize(dims); - for (i = 0; i < dims; i++) - newShapeDesc[i] = paramShape.get(i); - } - } - - bool getMemoryShapes(const std::vector &inputs, - const int requiredOutputs, - std::vector &outputs, - std::vector &internals) const - { - outputs.clear(); - - for (size_t i = 0; i < inputs.size(); i++) - { - outputs.push_back(MatShape()); - computeShapeByReshapeMask(inputs[i], newShapeDesc, newShapeRange, outputs.back()); - } - internals = outputs; - - return true; - } - - void finalize(const std::vector &inputs, std::vector &outputs) - { - CV_Assert(inputs.size()); - CV_Assert(outputs.size()); - Mat srcBlob = *inputs[0]; - int dims = srcBlob.dims; - MatShape inputShape = shape(srcBlob), outShape = shape(outputs[0]); - - // input.total() == output.total(). So if reordering is require, - // one of the sizes will be are not equal. - // Example where reordering is require: from 1x128x4x4 to 1x2048 - // Example where reordering is NOT require: from 1x1024x1x1 to 1x1024. - bool reorderingRequire = false; - const int minDims = min(dims, (int)outShape.size()); - for (int i = 0; !reorderingRequire && i < minDims; ++i) - reorderingRequire = inputShape[i] != outShape[i]; - performReordering = enableReordering && reorderingRequire; - } - - void forward(std::vector &inputs, std::vector &outputs, std::vector &internals) - { - for (size_t i = 0; i < inputs.size(); i++) - { - Mat srcBlob = *inputs[i]; - MatShape inputShape = shape(srcBlob), outShape = shape(outputs[i]); - - if (performReordering) - { - float *dstData = internals[i].ptr(); - const float *srcData = srcBlob.ptr(); - - int num = inputShape[0], channels = inputShape[1], height = inputShape[2], width = inputShape[3]; - int total = num*channels*height*width; - for(int i_n = 0; i_n < num; i_n++) { - for(int i_c = 0; i_c < channels; i_c++) { - for(int i_h = 0; i_h < height; i_h++) { - for(int i_w = 0; i_w < width; i_w++) { - int src_i = channels*height*width*i_n + height*width*i_c + width*i_h + i_w; - int dst_i = channels*height*width*i_n + i_c + channels*width*i_h + channels*i_w; - - CV_Assert(dst_i < total); - CV_Assert(src_i < total); - - dstData[dst_i] = srcData[src_i]; - } - } - } - } - internals[i].copyTo(outputs[i]); - } - else - { - if (outputs[i].data != srcBlob.data) - srcBlob.reshape(1, outShape).copyTo(outputs[i]); - } - } - } - -private: - std::vector > outShapes; - bool enableReordering, performReordering; -}; - -Ptr ReshapeLayer::create(const LayerParams& params) -{ - return Ptr(new ReshapeLayerImpl(params)); -} - - -} -} diff --git a/modules/dnn/src/layers/scale_layer.cpp b/modules/dnn/src/layers/scale_layer.cpp deleted file mode 100644 index 738b7d031..000000000 --- a/modules/dnn/src/layers/scale_layer.cpp +++ /dev/null @@ -1,147 +0,0 @@ -// This file is part of OpenCV project. -// It is subject to the license terms in the LICENSE file found in the top-level directory -// of this distribution and at http://opencv.org/license.html. - -// Copyright (C) 2016, Intel Corporation, all rights reserved. -// Third party copyrights are property of their respective owners. - -/* -Implementation of Scale layer. -*/ - -#include "../precomp.hpp" -#include "layers_common.hpp" -#include "op_halide.hpp" -#include - -namespace cv -{ -namespace dnn -{ - -class ScaleLayerImpl : public ScaleLayer -{ -public: - ScaleLayerImpl(const LayerParams& params) - { - setParamsFrom(params); - hasBias = params.get("bias_term", false); - } - - bool getMemoryShapes(const std::vector &inputs, - const int requiredOutputs, - std::vector &outputs, - std::vector &internals) const - { - Layer::getMemoryShapes(inputs, requiredOutputs, outputs, internals); - return true; - } - - virtual bool supportBackend(int backendId) - { - return backendId == DNN_BACKEND_DEFAULT || - backendId == DNN_BACKEND_HALIDE && haveHalide(); - } - - void forward(std::vector &inputs, std::vector &outputs, std::vector &internals) - { - CV_Assert(blobs.size() == 1 + hasBias); - - for (size_t ii = 0; ii < outputs.size(); ii++) - { - Mat &inpBlob = *inputs[ii]; - Mat &outBlob = outputs[ii]; - - CV_Assert(inpBlob.size[1] == blobs[0].total()); - if (hasBias) - CV_Assert(inpBlob.size[1] == blobs[1].total()); - - CV_Assert(inpBlob.type() == CV_32F && outBlob.type() == CV_32F); - - for( int cn = 0; cn < inpBlob.size[0]; cn++ ) - { - for (int n = 0; n < inpBlob.size[1]; n++) - { - float w = blobs[0].at(n); - float b = hasBias ? blobs[1].at(n) : 0; - Mat outBlobPlane = getPlane(outBlob, cn, n); - Mat inpBlobPlane = getPlane(inpBlob, cn, n); - inpBlobPlane.convertTo(outBlobPlane, CV_32F, w, b); - } - } - } - } - - virtual Ptr tryAttach(const Ptr& node) - { - switch (node->backendId) - { - case DNN_BACKEND_HALIDE: - { -#ifdef HAVE_HALIDE - auto base = node.dynamicCast(); - Halide::Func& input = base->funcs.back(); - Halide::Var x("x"), y("y"), c("c"), n("n"); - Halide::Func top = attachHalide(input(x, y, c, n)); - return Ptr(new HalideBackendNode(base, top)); -#endif // HAVE_HALIDE - break; - } - } - return Ptr(); - } - - virtual Ptr initHalide(const std::vector > &inputs) - { -#ifdef HAVE_HALIDE - Halide::Buffer input = halideBuffer(inputs[0]); - Halide::Var x("x"), y("y"), c("c"), n("n"); - Halide::Func top = attachHalide(input(x, y, c, n)); - return Ptr(new HalideBackendNode(top)); -#endif // HAVE_HALIDE - return Ptr(); - } - -#ifdef HAVE_HALIDE - // attachHalide can work both with Halide::Buffer and Halide::Func. In the - // second case it will be a fusion. - Halide::Func attachHalide(const Halide::Expr& input) - { - Halide::Func top = (name.empty() ? Halide::Func() : Halide::Func(name)); - Halide::Var x("x"), y("y"), c("c"), n("n"); - - const int numChannels = blobs[0].total(); - - auto weights = wrapToHalideBuffer(blobs[0], {numChannels}); - Halide::Expr topExpr = input * weights(c); - if (hasBias) - { - auto bias = wrapToHalideBuffer(blobs[1], {numChannels}); - topExpr += bias(c); - } - top(x, y, c, n) = topExpr; - return top; - } -#endif // HAVE_HALIDE - - virtual int64 getFLOPS(const std::vector &inputs, - const std::vector &outputs) const - { - (void)outputs; // suppress unused variable warning - long flops = 0; - for(int i = 0; i < inputs.size(); i++) - { - flops += 2*total(inputs[i]); - } - return flops; - } -}; - - -Ptr ScaleLayer::create(const LayerParams& params) -{ - return Ptr(new ScaleLayerImpl(params)); -} - -} // namespace dnn -} // namespace cv diff --git a/modules/dnn/src/layers/shift_layer.cpp b/modules/dnn/src/layers/shift_layer.cpp deleted file mode 100644 index a26157f2b..000000000 --- a/modules/dnn/src/layers/shift_layer.cpp +++ /dev/null @@ -1,96 +0,0 @@ -// This file is part of OpenCV project. -// It is subject to the license terms in the LICENSE file found in the top-level directory -// of this distribution and at http://opencv.org/license.html. - -// Copyright (C) 2016, Intel Corporation, all rights reserved. -// Third party copyrights are property of their respective owners. - -/* -Implementation of shift layer, which adds up const values to blob. -*/ - -#include "../precomp.hpp" -#include - -namespace cv -{ -namespace dnn -{ - -class ShiftLayerImpl : public ShiftLayer -{ -public: - ShiftLayerImpl(const LayerParams ¶ms) - { - setParamsFrom(params); - CV_Assert(blobs.size() == 1); - } - - bool getMemoryShapes(const std::vector &inputs, - const int requiredOutputs, - std::vector &outputs, - std::vector &internals) const - { - Layer::getMemoryShapes(inputs, requiredOutputs, outputs, internals); - internals.assign(1, shape(1, total(inputs[0], 2))); - return true; - } - - virtual void forward(std::vector &inputs, std::vector &outputs, std::vector &internals) - { - CV_Assert(inputs.size() > 0); - CV_Assert(blobs.size() > 0); - - if(inputs[0]->dims == blobs[0].dims) - { - for (size_t ii = 0; ii < outputs.size(); ii++) - { - Mat &inpBlob = *inputs[ii]; - Mat &outBlob = outputs[ii]; - - outBlob = inpBlob + blobs[0]; - } - } - else - { - Mat biasOnesMat = internals[0]; - biasOnesMat.setTo(1); - for (size_t ii = 0; ii < outputs.size(); ii++) - { - Mat &inpBlob = *inputs[ii]; - Mat &outBlob = outputs[ii]; - - inpBlob.copyTo(outBlob); - - for (int n = 0; n < inpBlob.size[0]; n++) - { - Mat dstMat(inpBlob.size[1], inpBlob.size[2] * inpBlob.size[3], - outBlob.type(), outBlob.ptr(n)); - gemm(blobs[0], biasOnesMat, 1, dstMat, 1, dstMat); //TODO: gemv - } - } - } - } - - virtual int64 getFLOPS(const std::vector &inputs, - const std::vector &outputs) const - { - (void)outputs; // suppress unused variable warning - long flops = 0; - - for(int i= 0; i < inputs.size(); i++) - { - flops += total(inputs[i]); - } - - return flops; - } -}; - -Ptr ShiftLayer::create(const LayerParams& params) -{ - return Ptr(new ShiftLayerImpl(params)); -} - -} -} diff --git a/modules/dnn/src/layers/slice_layer.cpp b/modules/dnn/src/layers/slice_layer.cpp deleted file mode 100644 index 4449f93e4..000000000 --- a/modules/dnn/src/layers/slice_layer.cpp +++ /dev/null @@ -1,140 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -#include "../precomp.hpp" -#include "layers_common.hpp" -#include - -namespace cv -{ -namespace dnn -{ - -class SliceLayerImpl : public SliceLayer -{ -public: - SliceLayerImpl(const LayerParams& params) - { - setParamsFrom(params); - axis = params.get("axis", 1); - - if (params.has("slice_point")) - { - const DictValue &indicesValue = params.get("slice_point"); - int i, n = indicesValue.size(); - sliceIndices.resize(n); - for (i = 0; i < n; i++) - sliceIndices[i] = indicesValue.get(i); - } - } - - bool getMemoryShapes(const std::vector &inputs, - const int requiredOutputs, - std::vector &outputs, - std::vector &internals) const - { - CV_Assert(inputs.size() == 1); - - outputs.clear(); - - MatShape inpShape = inputs[0]; - int cAxis = clamp(axis, inpShape.size()); - int axisSize = inpShape[cAxis]; - - if (sliceIndices.size()) //divide blob with respect to passed parameters - { - std::vector outAxisSize; - int prevSlice = 0; - - for (size_t i = 0; i < sliceIndices.size(); i++) - { - if (!(prevSlice < sliceIndices[i] && sliceIndices[i] < axisSize)) - CV_Error(Error::StsBadArg, "Slice indices should be positive, increased and don't exceed size of sliced dimension"); - - outAxisSize.push_back(sliceIndices[i] - prevSlice); - prevSlice = sliceIndices[i]; - } - outAxisSize.push_back(axisSize - prevSlice); - - for (size_t i = 0; i < outAxisSize.size(); i++) - { - inpShape[cAxis] = outAxisSize[i]; - outputs.push_back(inpShape); - } - } - else //divide blob with respect to count of output blobs - { - CV_Assert(requiredOutputs > 0 && axisSize % requiredOutputs == 0); - int outAxisSize = axisSize / (int)requiredOutputs; - - for (size_t i = 0; i < requiredOutputs; i++) - { - inpShape[cAxis] = outAxisSize; - outputs.push_back(inpShape); - } - } - - return false; - } - - void forward(std::vector &inputs, std::vector &outputs, std::vector &internals) - { - const Mat& inpMat = *inputs[0]; - std::vector ranges(inpMat.dims, Range::all()); - int cAxis = clamp(axis, inpMat.dims); - - ranges[cAxis].start = 0; - for (size_t i = 0; i < outputs.size(); i++) - { - ranges[cAxis].end = ranges[cAxis].start + outputs[i].size[cAxis]; - inpMat(&ranges[0]).copyTo(outputs[i]); - ranges[cAxis].start = ranges[cAxis].end; - } - } -}; - -Ptr SliceLayer::create(const LayerParams& params) -{ - return Ptr(new SliceLayerImpl(params)); -} - -} -} diff --git a/modules/dnn/src/layers/softmax_layer.cpp b/modules/dnn/src/layers/softmax_layer.cpp deleted file mode 100644 index fc80fc1cd..000000000 --- a/modules/dnn/src/layers/softmax_layer.cpp +++ /dev/null @@ -1,213 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -#include "../precomp.hpp" -#include "layers_common.hpp" -#include "op_halide.hpp" -#include -#include -using std::max; - -namespace cv -{ -namespace dnn -{ - -class SoftMaxLayerImpl : public SoftmaxLayer -{ -public: - - SoftMaxLayerImpl(const LayerParams& params) - { - axisRaw = params.get("axis", 1); - logSoftMax = params.get("log_softmax", false); - setParamsFrom(params); - } - - bool getMemoryShapes(const std::vector &inputs, - const int requiredOutputs, - std::vector &outputs, - std::vector &internals) const - { - bool inplace = Layer::getMemoryShapes(inputs, requiredOutputs, outputs, internals); - MatShape shape = inputs[0]; - int cAxis = clamp(axisRaw, shape.size()); - shape[cAxis] = 1; - internals.assign(1, shape); - return inplace; - } - - virtual bool supportBackend(int backendId) - { - return backendId == DNN_BACKEND_DEFAULT || - backendId == DNN_BACKEND_HALIDE && haveHalide() && axisRaw == 1; - } - - void forward(std::vector &inputs, std::vector &outputs, std::vector &internals) - { - const Mat &src = *inputs[0]; - Mat &dst = outputs[0]; - - int axis = clamp(axisRaw, src.dims); - size_t outerSize = src.total(0, axis), channels = src.size[axis], - innerSize = src.total(axis + 1); - - CV_Assert(src.type() == CV_32F); - CV_Assert(src.isContinuous() && dst.isContinuous()); - - const float *srcPtr = src.ptr(); - float *dstPtr = dst.ptr(); - float *bufPtr = internals[0].ptr(); - - size_t outerStep = src.total(axis); - size_t cnStep = src.total(axis + 1); - - //compute max along axis - for (size_t outerDim = 0; outerDim < outerSize; outerDim++) - { - size_t srcOffset = outerDim * outerStep; - size_t bufOffset = outerDim * cnStep; - - memcpy(bufPtr + bufOffset, srcPtr + srcOffset, innerSize * sizeof(float)); - - for (size_t cnDim = 1; cnDim < channels; cnDim++) - { - for (size_t i = 0; i < innerSize; i++) - bufPtr[bufOffset + i] = std::max(bufPtr[bufOffset + i], srcPtr[srcOffset + cnDim * cnStep + i]); - } - } - - //subtract max - for (size_t outerDim = 0; outerDim < outerSize; outerDim++) - { - size_t srcOffset = outerDim * outerStep; - size_t bufOffset = outerDim * cnStep; - - for (size_t cnDim = 0; cnDim < channels; cnDim++) - { - for (size_t i = 0; i < innerSize; i++) - dstPtr[srcOffset + cnDim * cnStep + i] = srcPtr[srcOffset + cnDim * cnStep + i] - bufPtr[bufOffset + i]; - } - } - - cv::exp(dst, dst); - - for (size_t outerDim = 0; outerDim < outerSize; outerDim++) - { - size_t srcOffset = outerDim * outerStep; - size_t bufOffset = outerDim * cnStep; - - //sum exp along axis - for (size_t i = 0; i < innerSize; i++) - bufPtr[bufOffset + i] = 0.f; - - for (size_t cnDim = 0; cnDim < channels; cnDim++) - { - for (size_t i = 0; i < innerSize; i++) - bufPtr[bufOffset + i] += dstPtr[srcOffset + cnDim * cnStep + i]; - } - - //divide by computed sum - for (size_t cnDim = 0; cnDim < channels; cnDim++) - { - for (size_t i = 0; i < innerSize; i++) - dstPtr[srcOffset + cnDim * cnStep + i] /= bufPtr[bufOffset + i]; - } - if (logSoftMax) - { - for (size_t cnDim = 0; cnDim < channels; cnDim++) - { - for (size_t i = 0; i < innerSize; i++) - dstPtr[srcOffset + cnDim * cnStep + i] = log(dstPtr[srcOffset + cnDim * cnStep + i]); - } - } - } - } - - virtual Ptr initHalide(const std::vector > &inputs) - { -#ifdef HAVE_HALIDE - Halide::Buffer inputBuffer = halideBuffer(inputs[0]); - int inW, inH, inC, inN; - getCanonicalSize(inputBuffer, &inW, &inH, &inC, &inN); - - if (inW != 1 || inH != 1) - CV_Error(cv::Error::StsNotImplemented, - "Halide backend for SoftMax with spatial size " - "more than 1x1 is not implemented"); - - Halide::Var x("x"), y("y"), c("c"), n("n"); - Halide::Func top = (name.empty() ? Halide::Func() : Halide::Func(name)); - - Halide::Func expInput("expInput"); - Halide::RDom r(0, inW, 0, inH, 0, inC); - expInput(x, y, c, n) = exp(inputBuffer(x, y, c, n)); - Halide::Expr globalSum = sum(expInput(r.x, r.y, r.z, n)); - top(x, y, c, n) = expInput(x, y, c, n) / globalSum; - return Ptr(new HalideBackendNode(top)); -#endif // HAVE_HALIDE - return Ptr(); - } - - int64 getFLOPS(const std::vector &inputs, - const std::vector &outputs) const - { - (void)outputs; // suppress unused variable warning - int64 flops = 0; - - for (int i = 0; i < inputs.size(); i++) - { - flops += 4*total(inputs[i]); - } - - return flops; - } - - int axisRaw; -}; - -Ptr SoftmaxLayer::create(const LayerParams& params) -{ - return Ptr(new SoftMaxLayerImpl(params)); -} - -} -} diff --git a/modules/dnn/src/layers/split_layer.cpp b/modules/dnn/src/layers/split_layer.cpp deleted file mode 100644 index 6242172d0..000000000 --- a/modules/dnn/src/layers/split_layer.cpp +++ /dev/null @@ -1,97 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -#include "../precomp.hpp" -#include "layers_common.hpp" - -namespace cv -{ -namespace dnn -{ - -class SplitLayerImpl : public SplitLayer -{ -public: - SplitLayerImpl(const LayerParams ¶ms) - { - setParamsFrom(params); - //TODO: maybe "top_count" param is useless because it can be determined by output connections number - if (params.has("top_count")) - { - outputsCount = params.get("top_count"); - CV_Assert(outputsCount >= 0); - } - else - { - outputsCount = -1; - } - } - - bool getMemoryShapes(const std::vector &inputs, - const int requiredOutputs, - std::vector &outputs, - std::vector &internals) const - { - CV_Assert(inputs.size() == 1); - - Layer::getMemoryShapes(inputs, max(1, outputsCount >= 0 ? outputsCount : requiredOutputs), - outputs, internals); - return true; - } - - void forward(std::vector &inputs, std::vector &outputs, std::vector &internals) - { - for (size_t i = 0; i < outputs.size(); i++) - { - CV_Assert(inputs[0]->total() == outputs[i].total()); - if (outputs[i].data != inputs[0]->data) - inputs[0]->copyTo(outputs[i]); - } - } -}; - -Ptr SplitLayer::create(const LayerParams& params) -{ - return Ptr(new SplitLayerImpl(params)); -} - -} -} diff --git a/modules/dnn/src/op_halide.cpp b/modules/dnn/src/op_halide.cpp deleted file mode 100644 index 967835913..000000000 --- a/modules/dnn/src/op_halide.cpp +++ /dev/null @@ -1,206 +0,0 @@ -// This file is part of OpenCV project. -// It is subject to the license terms in the LICENSE file found in the top-level directory -// of this distribution and at http://opencv.org/license.html. -// -// Copyright (C) 2017, Intel Corporation, all rights reserved. -// Third party copyrights are property of their respective owners. - -#include "op_halide.hpp" - -#ifdef HAVE_HALIDE -#include -#endif // HAVE_HALIDE - -namespace cv -{ -namespace dnn -{ - -#ifdef HAVE_HALIDE -Halide::Buffer wrapToHalideBuffer(const Mat& mat) -{ - int n, c, w, h; - getCanonicalSize(mat.size, &w, &h, &c, &n); - return wrapToHalideBuffer(mat, {w, h, c, n}); -} - -Halide::Buffer wrapToHalideBuffer(const Mat& mat, - const std::vector& sizes) -{ - Halide::Buffer buffer((float*)mat.data, sizes); - buffer.set_host_dirty(); // Indicate that data is on CPU. - return buffer; -} - -Halide::Buffer<> halideBuffer(const Ptr& ptr) -{ - CV_Assert(!ptr.empty()); - return ptr.dynamicCast()->buffer; -} - -std::vector > halideBuffers(const std::vector >& ptrs) -{ - std::vector > vec; - vec.reserve(ptrs.size()); - for (const Ptr& ptr : ptrs) - { - vec.push_back(halideBuffer(ptr)); - } - return vec; -} - -void getCanonicalSize(const Halide::Buffer<>& buffer, int* width, int* height, - int* channels, int* batch) -{ - CV_Assert(buffer.dimensions() == 4); - *width = buffer.extent(0); - *height = buffer.extent(1); - *channels = buffer.extent(2); - *batch = buffer.extent(3); -} - -HalideBackendNode::HalideBackendNode(const Halide::Func& func) - : BackendNode(DNN_BACKEND_HALIDE), funcs(1, func) {} - -HalideBackendNode::HalideBackendNode(const std::vector& funcs) - : BackendNode(DNN_BACKEND_HALIDE), funcs(funcs) {} - -HalideBackendNode::HalideBackendNode(const Ptr& base, - const Halide::Func& top) - : BackendNode(DNN_BACKEND_HALIDE), funcs(base->funcs) -{ - funcs.back() = top; -} - -HalideBackendWrapper::HalideBackendWrapper(int targetId, const cv::Mat& m) - : BackendWrapper(DNN_BACKEND_HALIDE, targetId) -{ - buffer = wrapToHalideBuffer(m); - if (targetId == DNN_TARGET_CPU) - { - return; - } - else if (targetId == DNN_TARGET_OPENCL) - { - buffer.copy_to_device(halide_opencl_device_interface()); - } - else - CV_Error(Error::StsNotImplemented, "Unknown target identifier"); -} - -HalideBackendWrapper::HalideBackendWrapper(const Ptr& base, - const MatShape& shape) - : BackendWrapper(DNN_BACKEND_HALIDE, base->targetId) -{ - int w, h, c, n; - getCanonicalSize(shape, &w, &h, &c, &n); - Halide::Buffer baseBuffer = halideBuffer(base); - buffer = Halide::Buffer((float*)baseBuffer.raw_buffer()->host, - {w, h, c, n}); - if (baseBuffer.has_device_allocation()) - { - buffer.raw_buffer()->device = baseBuffer.raw_buffer()->device; - buffer.raw_buffer()->device_interface = baseBuffer.raw_buffer()->device_interface; - buffer.set_device_dirty(); - } - else - { - buffer.set_host_dirty(); // Indicate that data is on CPU. - CV_Assert(targetId == DNN_TARGET_CPU); - } -} - -void HalideBackendWrapper::copyToHost() -{ - CV_Assert(targetId == DNN_TARGET_CPU || buffer.device_dirty()); - if (buffer.device_dirty()) - { - buffer.device_sync(); - buffer.copy_to_host(); - } -} -#endif // HAVE_HALIDE - -void getCanonicalSize(const MatSize& size, int* width, int* height, - int* channels, int* batch) -{ - const int dims = size.p[-1]; - CV_Assert(dims == 2 || dims == 4); - *batch = size[0]; - *channels = size[1]; - if (dims == 4) - { - *width = size[3]; - *height = size[2]; - } - else - { - *width = 1; - *height = 1; - } -} - -void getCanonicalSize(const MatShape& shape, int* width, int* height, - int* channels, int* batch) -{ - const int dims = shape.size(); - CV_Assert(dims == 2 || dims == 4); - *batch = shape[0]; - *channels = shape[1]; - if (dims == 4) - { - *width = shape[3]; - *height = shape[2]; - } - else - { - *width = 1; - *height = 1; - } -} - -void compileHalide(std::vector &outputs, Ptr& node, int targetId) -{ -#ifdef HAVE_HALIDE - CV_Assert(!node.empty()); - Halide::Func& top = node.dynamicCast()->funcs.back(); - - int outW, outH, outC, outN; - Halide::Var x("x"), y("y"), c("c"), n("n"); - getCanonicalSize(outputs[0].size, &outW, &outH, &outC, &outN); - top.bound(x, 0, outW).bound(y, 0, outH) - .bound(c, 0, outC).bound(n, 0, outN); - - Halide::Target target = Halide::get_host_target(); - target.set_feature(Halide::Target::NoAsserts); - if (targetId == DNN_TARGET_OPENCL) - { - target.set_feature(Halide::Target::OpenCL); - } - CV_Assert(target.supported()); - top.compile_jit(target); -#endif // HAVE_HALIDE -} - -void forwardHalide(std::vector > &outputs, - const Ptr& node) -{ -#ifdef HAVE_HALIDE - CV_Assert(!node.empty()); - Halide::Func& top = node.dynamicCast()->funcs.back(); - auto outputBuffers = halideBuffers(outputs); - top.realize(Halide::Realization(outputBuffers)); -#endif // HAVE_HALIDE -} - -bool haveHalide() -{ -#ifdef HAVE_HALIDE - return true; -#else - return false; -#endif // HAVE_HALIDE -} - -} // namespace dnn -} // namespace cv diff --git a/modules/dnn/src/op_halide.hpp b/modules/dnn/src/op_halide.hpp deleted file mode 100644 index f91e3fb65..000000000 --- a/modules/dnn/src/op_halide.hpp +++ /dev/null @@ -1,84 +0,0 @@ -// This file is part of OpenCV project. -// It is subject to the license terms in the LICENSE file found in the top-level directory -// of this distribution and at http://opencv.org/license.html. -// -// Copyright (C) 2017, Intel Corporation, all rights reserved. -// Third party copyrights are property of their respective owners. - -#ifndef __OPENCV_DNN_OP_HALIDE_HPP__ -#define __OPENCV_DNN_OP_HALIDE_HPP__ - -#include "precomp.hpp" - -#ifdef HAVE_HALIDE -#include -#endif // HAVE_HALIDE - -namespace cv -{ -namespace dnn -{ -#ifdef HAVE_HALIDE - // Returns four-dimensional buffer with float32 type that wrap cv::Mat data. - // No data copy here. - Halide::Buffer wrapToHalideBuffer(const Mat& mat); - - Halide::Buffer wrapToHalideBuffer(const Mat& mat, - const std::vector& shape); - - // Extract batch size, number of channels, width and height from buffer. - void getCanonicalSize(const Halide::Buffer<>& buffer, int* width, int* height, - int* channels, int* batch); - - // Cast pointer and create copy of Halide buffer. No data copy. - Halide::Buffer<> halideBuffer(const Ptr& ptr); - - std::vector > halideBuffers(const std::vector >& ptrs); - - class HalideBackendNode : public BackendNode - { - public: - HalideBackendNode(const Halide::Func& func); - - HalideBackendNode(const std::vector& funcs); - - // Initialize from the node but replace last function to . - // It's using in case of layers fusing when we want to keep functions of - // root layer but replace top by fused one (i.e. conv+padding to relu+padding). - HalideBackendNode(const Ptr& base, const Halide::Func& top); - - std::vector funcs; - }; - - class HalideBackendWrapper : public BackendWrapper - { - public: - HalideBackendWrapper(int targetId, const cv::Mat& m); - - HalideBackendWrapper(const Ptr& base, const MatShape& shape); - - virtual void copyToHost(); - - Halide::Buffer buffer; - }; -#endif // HAVE_HALIDE - - // Extract batch size, number of channels, width and height from MatSize. - void getCanonicalSize(const MatSize& size, int* width, int* height, - int* channels, int* batch); - - void getCanonicalSize(const MatShape& shape, int* width, int* height, - int* channels, int* batch); - - // Realize Halide pipeline into output blobs. - void forwardHalide(std::vector > &outputs, - const Ptr& node); - - // Compile Halide pipeline to specific target. Use outputs to set bounds of functions. - void compileHalide(std::vector &outputs, Ptr& node, int targetId); - - bool haveHalide(); -} // namespace dnn -} // namespace cv - -#endif // __OPENCV_DNN_OP_HALIDE_HPP__ diff --git a/modules/dnn/src/opencl/activations.cl b/modules/dnn/src/opencl/activations.cl deleted file mode 100644 index 58da4db4d..000000000 --- a/modules/dnn/src/opencl/activations.cl +++ /dev/null @@ -1,44 +0,0 @@ -__kernel void ReLUForward(const int count, __global const T* in, __global T* out -#ifndef RELU_NO_SLOPE -, T negative_slope -#endif -) { - int index = get_global_id(0); - if(index < count) -#ifndef RELU_NO_SLOPE - out[index] = in[index] > 0 ? in[index] : in[index] * negative_slope; -#else - out[index] = in[index] > 0 ? in[index] : 0; -#endif -} - -__kernel void TanHForward(const int count, __global T* in, __global T* out) { - int index = get_global_id(0); - if(index < count) - out[index] = tanh(in[index]); -} - -__kernel void SigmoidForward(const int count, __global const T* in, __global T* out) { - int index = get_global_id(0); - if(index < count) - out[index] = 1. / (1. + exp(-in[index])); -} - -__kernel void BNLLForward(const int n, __global const T* in, __global T* out) { - int index = get_global_id(0); - if (index < n) { - out[index] = in[index] > 0 ? in[index] + log(1. + exp(-in[index])) : log(1. + exp(in[index])); - } -} - -__kernel void AbsValForward(const int n, __global const T* in, __global T* out) { - int index = get_global_id(0); - if (index < n) - out[index] = fabs(in[index]); -} - -__kernel void PowForward(const int n, __global const T* in, __global T* out, const T power, const T scale, const T shift) { - int index = get_global_id(0); - if (index < n) - out[index] = pow(shift + scale * in[index], power); -} \ No newline at end of file diff --git a/modules/dnn/src/opencl/col2im.cl b/modules/dnn/src/opencl/col2im.cl deleted file mode 100644 index 30d4664df..000000000 --- a/modules/dnn/src/opencl/col2im.cl +++ /dev/null @@ -1,62 +0,0 @@ -/************************************************************************************* - * Copyright (c) 2015, Advanced Micro Devices, Inc. - * All rights reserved. - * - * Redistribution and use in source and binary forms, with or without modification, - * are permitted provided that the following conditions are met: - * - * 1. Redistributions of source code must retain the above copyright notice, this - * list of conditions and the following disclaimer. - * - * 2. Redistributions in binary form must reproduce the above copyright notice, - * this list of conditions and the following disclaimer in the documentation and/or - * other materials provided with the distribution. - * - * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND - * ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED - * WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. - * IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, - * INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, - * BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, - * OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, - * WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) - * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE - * POSSIBILITY OF SUCH DAMAGE. - **************************************************************************************/ - -__kernel void col2im(const int n, __global const T* data_col, const int col_offset, - const int height, const int width, const int channels, - const int patch_h, const int patch_w, - const int pad_h, const int pad_w, - const int stride_h, const int stride_w, - const int height_col, const int width_col, - __global T* data_im, const int img_offset) -{ - data_col = data_col + col_offset; - data_im = data_im + img_offset; - int index = get_global_id(0); - if(index < n) { - T val = 0; - int w = index % width + pad_w; - int h = (index / width) % height + pad_h; - int c = index / (width * height); - - // compute the start and end of the output - int w_col_start = (w < patch_w) ? 0 : (w - patch_w) / stride_w + 1; - int w_col_end = min(w / stride_w + 1, width_col); - int h_col_start = (h < patch_h) ? 0 : (h - patch_h) / stride_h + 1; - int h_col_end = min(h / stride_h + 1, height_col); - - // equivalent implementation - int offset = - (c * patch_h * patch_w + h * patch_w + w) * height_col * width_col; - int coeff_h_col = (1 - stride_h * patch_w * height_col) * width_col; - int coeff_w_col = (1 - stride_w * height_col * width_col); - for (int h_col = h_col_start; h_col < h_col_end; ++h_col) { - for (int w_col = w_col_start; w_col < w_col_end; ++w_col) { - val += data_col[offset + h_col * coeff_h_col + w_col * coeff_w_col]; - } - } - data_im[index] = val; - } -} diff --git a/modules/dnn/src/opencl/im2col.cl b/modules/dnn/src/opencl/im2col.cl deleted file mode 100644 index f3f18b513..000000000 --- a/modules/dnn/src/opencl/im2col.cl +++ /dev/null @@ -1,71 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -__kernel void im2col(__global const T *im_src, int im_src_offset, - int channels, int height_inp, int width_inp, - int kernel_h, int kernel_w, int pad_h, int pad_w, int stride_h, int stride_w, - int height_out, int width_out, - __global T *im_col, int im_col_offset - ) -{ - int index = get_global_id(0); - if (index >= height_out * width_out * channels) - return; - int j_out = index % width_out; - int i_out = (index / width_out) % height_out; - int c_inp = (index / width_out) / height_out; - - int c_out = c_inp * kernel_h * kernel_w; - int i_inp = i_out * stride_h - pad_h; - int j_inp = j_out * stride_w - pad_w; - - im_src += (c_inp * height_inp + i_inp) * width_inp + j_inp + im_src_offset; - im_col += (c_out * height_out + i_out) * width_out + j_out + im_col_offset; - - for (int ki = 0; ki < kernel_h; ++ki) - for (int kj = 0; kj < kernel_w; ++kj) { - int i = i_inp + ki; - int j = j_inp + kj; - *im_col = (i >= 0 && j >= 0 && i < height_inp && j < width_inp) ? - im_src[ki * width_inp + kj] : 0; - im_col += height_out * width_out; - } -} diff --git a/modules/dnn/src/opencl/lrn.cl b/modules/dnn/src/opencl/lrn.cl deleted file mode 100644 index 2ff03f0ed..000000000 --- a/modules/dnn/src/opencl/lrn.cl +++ /dev/null @@ -1,76 +0,0 @@ -/************************************************************************************* - * Copyright (c) 2015, Advanced Micro Devices, Inc. - * All rights reserved. - * - * Redistribution and use in source and binary forms, with or without modification, - * are permitted provided that the following conditions are met: - * - * 1. Redistributions of source code must retain the above copyright notice, this - * list of conditions and the following disclaimer. - * - * 2. Redistributions in binary form must reproduce the above copyright notice, - * this list of conditions and the following disclaimer in the documentation and/or - * other materials provided with the distribution. - * - * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND - * ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED - * WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. - * IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, - * INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, - * BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, - * OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, - * WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) - * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE - * POSSIBILITY OF SUCH DAMAGE. - **************************************************************************************/ - -__kernel void LRNComputeOutput(const int nthreads, __global T* in, __global T* scale, const T negative_beta, __global T* out) { - int index = get_global_id(0); - int tmp = get_global_size(0); - for(index; index < nthreads; index += tmp) - out[index] = in[index] * pow(scale[index], negative_beta); -} - -__kernel void LRNFillScale(const int nthreads, __global T* in, const int num, const int channels, const int height, const int width, const int size, const T alpha_over_size, const T k, __global T* scale) { - int index = get_global_id(0); - int tmp = get_global_size(0); - for(index; index < nthreads; index += tmp) { - // find out the local offset - const int w = index % width; - const int h = (index / width) % height; - const int n = index / width / height; - const int offset = (n * channels * height + h) * width + w; - const int step = height * width; - in = in + offset; - scale = scale + offset; - int head = 0; - const int pre_pad = (size - 1) / 2; - const int post_pad = size - pre_pad - 1; - T accum_scale = 0; - // fill the scale at [n, :, h, w] - // accumulate values - while (head < post_pad && head < channels) { - accum_scale += in[head * step] * in[head * step]; - ++head; - } - // both add and subtract - while (head < channels) { - accum_scale += in[head * step] * in[head * step]; - if (head - size >= 0) { - accum_scale -= in[(head - size) * step] - * in[(head - size) * step]; - } - scale[(head - post_pad) * step] = k + accum_scale * alpha_over_size; - ++head; - } - // subtract only - while (head < channels + post_pad) { - if (head - size >= 0) { - accum_scale -= in[(head - size) * step] - * in[(head - size) * step]; - } - scale[(head - post_pad) * step] = k + accum_scale * alpha_over_size; - ++head; - } - } -} \ No newline at end of file diff --git a/modules/dnn/src/opencl/pooling.cl b/modules/dnn/src/opencl/pooling.cl deleted file mode 100644 index adfd59e6d..000000000 --- a/modules/dnn/src/opencl/pooling.cl +++ /dev/null @@ -1,106 +0,0 @@ -/************************************************************************************* - * Copyright (c) 2015, Advanced Micro Devices, Inc. - * All rights reserved. - * - * Redistribution and use in source and binary forms, with or without modification, - * are permitted provided that the following conditions are met: - * - * 1. Redistributions of source code must retain the above copyright notice, this - * list of conditions and the following disclaimer. - * - * 2. Redistributions in binary form must reproduce the above copyright notice, - * this list of conditions and the following disclaimer in the documentation and/or - * other materials provided with the distribution. - * - * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND - * ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED - * WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. - * IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, - * INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, - * BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, - * OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, - * WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) - * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE - * POSSIBILITY OF SUCH DAMAGE. - **************************************************************************************/ - -__kernel void MaxPoolForward(const int nthreads, - __global T* bottom_data, const int num, const int channels, const int height, const int width, - const int pooled_height, const int pooled_width, const int kernel_h, const int kernel_w, - const int stride_h, const int stride_w, const int pad_h, const int pad_w, - __global T* top_data -#ifdef MASK - , __global float* mask -#endif - ) -{ - int index = get_global_id(0); - int tmp = get_global_size(0); - for(index; index < nthreads; index += tmp) { - int pw = index % pooled_width; - int ph = (index / pooled_width) % pooled_height; - int c = (index / pooled_width / pooled_height) % channels; - int n = index / pooled_width / pooled_height / channels; - int hstart = ph * stride_h - pad_h; - int wstart = pw * stride_w - pad_w; - const int hend = min(hstart + kernel_h, height); - const int wend = min(wstart + kernel_w, width); - hstart = max(hstart, 0); - wstart = max(wstart, 0); - T maxval = -FLT_MAX; - int maxidx = -1; - bottom_data = - bottom_data + (n * channels + c) * height * width; - for (int h = hstart; h < hend; ++h) { - for (int w = wstart; w < wend; ++w) { - if (bottom_data[h * width + w] > maxval) { - maxidx = h * width + w; - maxval = bottom_data[maxidx]; - } - } - } - - top_data[index] = maxval; - -#ifdef MASK - mask[index] = maxidx; -#endif - } -} - -__kernel void AvePoolForward(const int nthreads, - __global T* bottom_data, const int num, const int channels, const int height, const int width, - const int pooled_height, const int pooled_width, const int kernel_h, const int kernel_w, - const int stride_h, const int stride_w, const int pad_h, const int pad_w, - __global T* top_data -#ifdef MASK - , __global float* mask // NOT USED -#endif - ) -{ - int index = get_global_id(0); - int tmp = get_global_size(0); - for(index; index < nthreads; index+=tmp) { - int pw = index % pooled_width; - int ph = (index / pooled_width) % pooled_height; - int c = (index / pooled_width / pooled_height) % channels; - int n = index / pooled_width / pooled_height / channels; int hstart = ph * stride_h - pad_h; int wstart = pw * stride_w - pad_w; - int hend = min(hstart + kernel_h, height + pad_h); - int wend = min(wstart + kernel_w, width + pad_w); - const int pool_size = (hend - hstart) * (wend - wstart); - hstart = max(hstart, 0); - wstart = max(wstart, 0); - hend = min(hend, height); - wend = min(wend, width); - T aveval = 0; - bottom_data = - bottom_data + (n * channels + c) * height * width; - for (int h = hstart; h < hend; ++h) { - for (int w = wstart; w < wend; ++w) { - aveval += bottom_data[h * width + w]; - } - } - top_data[index] = aveval / pool_size; - } - -} diff --git a/modules/dnn/src/opencl/softmax.cl b/modules/dnn/src/opencl/softmax.cl deleted file mode 100644 index e9fcadce3..000000000 --- a/modules/dnn/src/opencl/softmax.cl +++ /dev/null @@ -1,75 +0,0 @@ -/************************************************************************************* - * Copyright (c) 2015, Advanced Micro Devices, Inc. - * All rights reserved. - * - * Redistribution and use in source and binary forms, with or without modification, - * are permitted provided that the following conditions are met: - * - * 1. Redistributions of source code must retain the above copyright notice, this - * list of conditions and the following disclaimer. - * - * 2. Redistributions in binary form must reproduce the above copyright notice, - * this list of conditions and the following disclaimer in the documentation and/or - * other materials provided with the distribution. - * - * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND - * ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED - * WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. - * IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, - * INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, - * BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, - * OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, - * WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) - * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE - * POSSIBILITY OF SUCH DAMAGE. - **************************************************************************************/ - -__kernel void kernel_channel_max(const int num, const int channels, - const int spatial_dim, __global const T* data, __global T* out) { - int index = get_global_id(0); - if(index < num * spatial_dim) { - int n = index / spatial_dim; - int s = index % spatial_dim; - T maxval = -FLT_MAX; - for (int c = 0; c < channels; ++c) { - maxval = max(data[(n * channels + c) * spatial_dim + s], maxval); - } - out[index] = maxval; - } -} - -__kernel void kernel_channel_subtract(const int count, - const int num, const int channels, - const int spatial_dim, __global const T* channel_max, __global T* data) { - int index = get_global_id(0); - if(index < count) { - int n = index / channels / spatial_dim; - int s = index % spatial_dim; - data[index] -= channel_max[n * spatial_dim + s]; - } -} - -__kernel void kernel_channel_sum(const int num, const int channels, - const int spatial_dim, __global const T* data, __global T* channel_sum) { - int index = get_global_id(0); - if(index < num * spatial_dim) { - int n = index / spatial_dim; - int s = index % spatial_dim; - T sum = 0; - for (int c = 0; c < channels; ++c) { - sum += data[(n * channels + c) * spatial_dim + s]; - } - channel_sum[index] = sum; - } -} - -__kernel void kernel_channel_div(const int count, - const int num, const int channels, - const int spatial_dim, __global const T* channel_sum, __global T* data) { - int index = get_global_id(0); - if(index < count) { - int n = index / channels / spatial_dim; - int s = index % spatial_dim; - data[index] /= channel_sum[n * spatial_dim + s]; - } -} \ No newline at end of file diff --git a/modules/dnn/src/precomp.hpp b/modules/dnn/src/precomp.hpp deleted file mode 100644 index b622e38da..000000000 --- a/modules/dnn/src/precomp.hpp +++ /dev/null @@ -1,45 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -#include -#include "cvconfig.h" -#include -#include diff --git a/modules/dnn/src/tensorflow/attr_value.proto b/modules/dnn/src/tensorflow/attr_value.proto deleted file mode 100644 index 26e42bc1a..000000000 --- a/modules/dnn/src/tensorflow/attr_value.proto +++ /dev/null @@ -1,60 +0,0 @@ -syntax = "proto3"; - -package tensorflow; -option cc_enable_arenas = true; -option java_outer_classname = "AttrValueProtos"; -option java_multiple_files = true; -option java_package = "org.tensorflow.framework"; - -import "tensor.proto"; -import "tensor_shape.proto"; -import "types.proto"; - -// Protocol buffer representing the value for an attr used to configure an Op. -// Comment indicates the corresponding attr type. Only the field matching the -// attr type may be filled. -message AttrValue { - message ListValue { - repeated bytes s = 2; // "list(string)" - repeated int64 i = 3 [packed = true]; // "list(int)" - repeated float f = 4 [packed = true]; // "list(float)" - repeated bool b = 5 [packed = true]; // "list(bool)" - repeated DataType type = 6 [packed = true]; // "list(type)" - repeated TensorShapeProto shape = 7; // "list(shape)" - repeated TensorProto tensor = 8; // "list(tensor)" - // TODO(zhifengc/josh11b): implements list(func) if needed. - } - - oneof value { - bytes s = 2; // "string" - int64 i = 3; // "int" - float f = 4; // "float" - bool b = 5; // "bool" - DataType type = 6; // "type" - TensorShapeProto shape = 7; // "shape" - TensorProto tensor = 8; // "tensor" - ListValue list = 1; // any "list(...)" - - // "func" represents a function. func.name is a function's name or - // a primitive op's name. func.attr.first is the name of an attr - // defined for that function. func.attr.second is the value for - // that attr in the instantiation. - NameAttrList func = 10; - - // This is a placeholder only used in nodes defined inside a - // function. It indicates the attr value will be supplied when - // the function is instantiated. For example, let us suppose a - // node "N" in function "FN". "N" has an attr "A" with value - // placeholder = "foo". When FN is instantiated with attr "foo" - // set to "bar", the instantiated node N's attr A will have been - // given the value "bar". - string placeholder = 9; - } -} - -// A list of attr names and their values. The whole list is attached -// with a string name. E.g., MatMul[T=float]. -message NameAttrList { - string name = 1; - map attr = 2; -} diff --git a/modules/dnn/src/tensorflow/function.proto b/modules/dnn/src/tensorflow/function.proto deleted file mode 100644 index 144c75bf3..000000000 --- a/modules/dnn/src/tensorflow/function.proto +++ /dev/null @@ -1,95 +0,0 @@ -syntax = "proto3"; - -package tensorflow; -option cc_enable_arenas = true; -option java_outer_classname = "FunctionProtos"; -option java_multiple_files = true; -option java_package = "org.tensorflow.framework"; - -import "attr_value.proto"; -import "op_def.proto"; - -// A library is a set of named functions. -message FunctionDefLibrary { - repeated FunctionDef function = 1; - repeated GradientDef gradient = 2; -} - -// A function can be instantiated when the runtime can bind every attr -// with a value. When a GraphDef has a call to a function, it must -// have binding for every attr defined in the signature. -// -// TODO(zhifengc): -// * device spec, etc. -message FunctionDef { - // The definition of the function's name, arguments, return values, - // attrs etc. - OpDef signature = 1; - - // The body of the function. - repeated Node node = 2; // function.node.ret[*] are unique. - - // A node is a multi-value assignment: - // (ret[0], ret[1], ...) = func(arg[0], arg[1], ...) - // - // By convention, "func" is resolved by consulting with a user-defined - // library first. If not resolved, "func" is assumed to be a builtin op. - message Node { - // This node produces multiple outputs. They are named ret[0], - // ret[1], ..., etc. - // - // REQUIRES: function.node.ret[*] are unique across all nodes. - // REQUIRES: ret.size == func/op def's number of output args. - repeated string ret = 1; - - // The op/function name. - string op = 2; - - // Arguments passed to this func/op. - // - // arg[i] must be either one of - // function.signature.input_args[*].name or one of - // function.node[*].ret[*]. - // - // REQUIRES: arg.size == func/op def's number of input args. - repeated string arg = 3; - - // Control dependencies. - // - // dep[i] must be one of function.node[*].ret[*] or one of - // function.signature.input_args[*].name. - repeated string dep = 4; - - // Attrs. - // - // 'attr' maps names defined by 'func's attr defs to attr values. - // attr values may have placeholders which are substituted - // recursively by concrete values when this node is instantiated. - // These placeholders must name an attr listed in the FunctionDef's - // signature. - map attr = 5; - } -} - -// GradientDef defines the gradient function of a function defined in -// a function library. -// -// A gradient function g (specified by gradient_func) for a function f -// (specified by function_name) must follow the following: -// -// The function 'f' must be a numerical function which takes N inputs -// and produces M outputs. Its gradient function 'g', which is a -// function taking N + M inputs and produces N outputs. -// -// I.e. if we have -// (y1, y2, ..., y_M) = f(x1, x2, ..., x_N), -// then, g is -// (dL/dx1, dL/dx2, ..., dL/dx_N) = g(x1, x2, ..., x_N, -// dL/dy1, dL/dy2, ..., dL/dy_M), -// where L is a scalar-value function of (x1, x2, ..., xN) (e.g., the -// loss function). dL/dx_i is the partial derivative of L with respect -// to x_i. -message GradientDef { - string function_name = 1; // The function name. - string gradient_func = 2; // The gradient function's name. -} diff --git a/modules/dnn/src/tensorflow/graph.proto b/modules/dnn/src/tensorflow/graph.proto deleted file mode 100644 index f94520139..000000000 --- a/modules/dnn/src/tensorflow/graph.proto +++ /dev/null @@ -1,112 +0,0 @@ -syntax = "proto3"; - -package tensorflow; -option cc_enable_arenas = true; -option java_outer_classname = "GraphProtos"; -option java_multiple_files = true; -option java_package = "org.tensorflow.framework"; - -import "attr_value.proto"; -import "function.proto"; -import "versions.proto"; - -// Represents the graph of operations -message GraphDef { - repeated NodeDef node = 1; - - // Compatibility versions of the graph. See core/public/version.h for version - // history. The GraphDef version is distinct from the TensorFlow version, and - // each release of TensorFlow will support a range of GraphDef versions. - VersionDef versions = 4; - - // Deprecated single version field; use versions above instead. Since all - // GraphDef changes before "versions" was introduced were forward - // compatible, this field is entirely ignored. - int32 version = 3 [deprecated = true]; - - // EXPERIMENTAL. DO NOT USE OR DEPEND ON THIS YET. - // - // "library" provides user-defined functions. - // - // Naming: - // * library.function.name are in a flat namespace. - // NOTE: We may need to change it to be hierarchical to support - // different orgs. E.g., - // { "/google/nn", { ... }}, - // { "/google/vision", { ... }} - // { "/org_foo/module_bar", {...}} - // map named_lib; - // * If node[i].op is the name of one function in "library", - // node[i] is deemed as a function call. Otherwise, node[i].op - // must be a primitive operation supported by the runtime. - // - // - // Function call semantics: - // - // * The callee may start execution as soon as some of its inputs - // are ready. The caller may want to use Tuple() mechanism to - // ensure all inputs are ready in the same time. - // - // * The consumer of return values may start executing as soon as - // the return values the consumer depends on are ready. The - // consumer may want to use Tuple() mechanism to ensure the - // consumer does not start until all return values of the callee - // function are ready. - FunctionDefLibrary library = 2; -}; - -message NodeDef { - // The name given to this operator. Used for naming inputs, - // logging, visualization, etc. Unique within a single GraphDef. - // Must match the regexp "[A-Za-z0-9.][A-Za-z0-9_./]*". - string name = 1; - - // The operation name. There may be custom parameters in attrs. - // Op names starting with an underscore are reserved for internal use. - string op = 2; - - // Each input is "node:src_output" with "node" being a string name and - // "src_output" indicating which output tensor to use from "node". If - // "src_output" is 0 the ":0" suffix can be omitted. Regular inputs - // may optionally be followed by control inputs that have the format - // "^node". - repeated string input = 3; - - // A (possibly partial) specification for the device on which this - // node should be placed. - // The expected syntax for this string is as follows: - // - // DEVICE_SPEC ::= COLOCATED_NODE | PARTIAL_SPEC - // - // COLOCATED_NODE ::= "@" NODE_NAME // See NodeDef.name above. - // PARTIAL_SPEC ::= ("/" CONSTRAINT) * - // CONSTRAINT ::= ("job:" JOB_NAME) - // | ("replica:" [1-9][0-9]*) - // | ("task:" [1-9][0-9]*) - // | ( ("gpu" | "cpu") ":" ([1-9][0-9]* | "*") ) - // - // Valid values for this string include: - // * "@other/node" (colocate with "other/node") - // * "/job:worker/replica:0/task:1/gpu:3" (full specification) - // * "/job:worker/gpu:3" (partial specification) - // * "" (no specification) - // - // If the constraints do not resolve to a single device (or if this - // field is empty or not present), the runtime will attempt to - // choose a device automatically. - string device = 4; - - // Operation-specific graph-construction-time configuration. - // Note that this should include all attrs defined in the - // corresponding OpDef, including those with a value matching - // the default -- this allows the default to change and makes - // NodeDefs easier to interpret on their own. However, if - // an attr with a default is not specified in this list, the - // default will be used. - // The "names" (keys) must match the regexp "[a-z][a-z0-9_]+" (and - // one of the names from the corresponding OpDef's attr field). - // The values must have a type matching the corresponding OpDef - // attr's type field. - // TODO(josh11b): Add some examples here showing best practices. - map attr = 5; -}; diff --git a/modules/dnn/src/tensorflow/op_def.proto b/modules/dnn/src/tensorflow/op_def.proto deleted file mode 100644 index baf68eaad..000000000 --- a/modules/dnn/src/tensorflow/op_def.proto +++ /dev/null @@ -1,157 +0,0 @@ -syntax = "proto3"; - -package tensorflow; -option cc_enable_arenas = true; -option java_outer_classname = "OpDefProtos"; -option java_multiple_files = true; -option java_package = "org.tensorflow.framework"; - -import "attr_value.proto"; -import "types.proto"; - -// Defines an operation. A NodeDef in a GraphDef specifies an Op by -// using the "op" field which should match the name of a OpDef. -message OpDef { - // Op names starting with an underscore are reserved for internal use. - // Names should be CamelCase and match the regexp "[A-Z][a-zA-Z0-9_]*". - string name = 1; - - // For describing inputs and outputs. - message ArgDef { - // Name for the input/output. Should match the regexp "[a-z][a-z0-9_]*". - string name = 1; - - // Human readable description. - string description = 2; - - // Describes the type of one or more tensors that are accepted/produced - // by this input/output arg. The only legal combinations are: - // * For a single tensor: either the "type" field is set or the - // "type_attr" field is set to the name of an attr with type "type". - // * For a sequence of tensors with the same type: the "number_attr" - // field will be set to the name of an attr with type "int", and - // either the "type" or "type_attr" field will be set as for - // single tensors. - // * For a sequence of tensors, the "type_list_attr" field will be set - // to the name of an attr with type "list(type)". - DataType type = 3; - string type_attr = 4; // if specified, attr must have type "type" - string number_attr = 5; // if specified, attr must have type "int" - // If specified, attr must have type "list(type)", and none of - // type, type_attr, and number_attr may be specified. - string type_list_attr = 6; - - // For inputs: if true, the inputs are required to be refs. - // By default, inputs can be either refs or non-refs. - // For outputs: if true, outputs are refs, otherwise they are not. - bool is_ref = 16; - }; - - // Description of the input(s). - repeated ArgDef input_arg = 2; - - // Description of the output(s). - repeated ArgDef output_arg = 3; - - // Description of the graph-construction-time configuration of this - // Op. That is to say, this describes the attr fields that will - // be specified in the NodeDef. - message AttrDef { - // A descriptive name for the argument. May be used, e.g. by the - // Python client, as a keyword argument name, and so should match - // the regexp "[a-z][a-z0-9_]+". - string name = 1; - - // One of the type names from attr_value.proto ("string", "list(string)", - // "int", etc.). - string type = 2; - - // A reasonable default for this attribute if the user does not supply - // a value. If not specified, the user must supply a value. - AttrValue default_value = 3; - - // Human-readable description. - string description = 4; - - // TODO(josh11b): bool is_optional? - - // --- Constraints --- - // These constraints are only in effect if specified. Default is no - // constraints. - - // For type == "int", this is a minimum value. For "list(___)" - // types, this is the minimum length. - bool has_minimum = 5; - int64 minimum = 6; - - // The set of allowed values. Has type that is the "list" version - // of the "type" field above (uses the "list" field of AttrValue). - // If type == "type" or "list(type)" above, then the "type" field - // of "allowed_values.list" has the set of allowed DataTypes. - // If type == "string" or "list(string)", then the "s" field of - // "allowed_values.list" has the set of allowed strings. - AttrValue allowed_values = 7; - } - repeated AttrDef attr = 4; - - // Optional deprecation based on GraphDef versions. - OpDeprecation deprecation = 8; - - // One-line human-readable description of what the Op does. - string summary = 5; - - // Additional, longer human-readable description of what the Op does. - string description = 6; - - // ------------------------------------------------------------------------- - // Which optimizations this operation can participate in. - - // True if the operation is commutative ("op(a,b) == op(b,a)" for all inputs) - bool is_commutative = 18; - - // If is_aggregate is true, then this operation accepts N >= 2 - // inputs and produces 1 output all of the same type. Should be - // associative and commutative, and produce output with the same - // shape as the input. The optimizer may replace an aggregate op - // taking input from multiple devices with a tree of aggregate ops - // that aggregate locally within each device (and possibly within - // groups of nearby devices) before communicating. - // TODO(josh11b): Implement that optimization. - bool is_aggregate = 16; // for things like add - - // Other optimizations go here, like - // can_alias_input, rewrite_when_output_unused, partitioning_strategy, etc. - - // ------------------------------------------------------------------------- - // Optimization constraints. - - // By default Ops may be moved between devices. Stateful ops should - // either not be moved, or should only be moved if that state can also - // be moved (e.g. via some sort of save / restore). - // Stateful ops are guaranteed to never be optimized away by Common - // Subexpression Elimination (CSE). - bool is_stateful = 17; // for things like variables, queue - - // ------------------------------------------------------------------------- - // Non-standard options. - - // By default, all inputs to an Op must be initialized Tensors. Ops - // that may initialize tensors for the first time should set this - // field to true, to allow the Op to take an uninitialized Tensor as - // input. - bool allows_uninitialized_input = 19; // for Assign, etc. -}; - -// Information about version-dependent deprecation of an op -message OpDeprecation { - // First GraphDef version at which the op is disallowed. - int32 version = 1; - - // Explanation of why it was deprecated and what to use instead. - string explanation = 2; -}; - -// A collection of OpDefs -message OpList { - repeated OpDef op = 1; -}; diff --git a/modules/dnn/src/tensorflow/tensor.proto b/modules/dnn/src/tensorflow/tensor.proto deleted file mode 100644 index 080421809..000000000 --- a/modules/dnn/src/tensorflow/tensor.proto +++ /dev/null @@ -1,68 +0,0 @@ -syntax = "proto3"; - -package tensorflow; -option cc_enable_arenas = true; -option java_outer_classname = "TensorProtos"; -option java_multiple_files = true; -option java_package = "org.tensorflow.framework"; - -import "tensor_shape.proto"; -import "types.proto"; - -// Protocol buffer representing a tensor. -message TensorProto { - DataType dtype = 1; - - // Shape of the tensor. TODO(touts): sort out the 0-rank issues. - TensorShapeProto tensor_shape = 2; - - // Only one of the representations below is set, one of "tensor_contents" and - // the "xxx_val" attributes. We are not using oneof because as oneofs cannot - // contain repeated fields it would require another extra set of messages. - - // Version number. - // - // In version 0, if the "repeated xxx" representations contain only one - // element, that element is repeated to fill the shape. This makes it easy - // to represent a constant Tensor with a single value. - int32 version_number = 3; - - // Serialized content from Tensor::AsProtoTensorContent(). This representation - // can be used for all tensor types. - bytes tensor_content = 4; - - // Type specific representations that make it easy to create tensor protos in - // all languages. Only the representation corresponding to "dtype" can - // be set. The values hold the flattened representation of the tensor in - // row major order. - - // DT_HALF. Note that since protobuf has no int16 type, we'll have some - // pointless zero padding for each value here. - repeated int32 half_val = 13 [packed = true]; - - // DT_FLOAT. - repeated float float_val = 5 [packed = true]; - - // DT_DOUBLE. - repeated double double_val = 6 [packed = true]; - - // DT_INT32, DT_INT16, DT_INT8, DT_UINT8. - repeated int32 int_val = 7 [packed = true]; - - // DT_STRING - repeated bytes string_val = 8; - - // DT_COMPLEX64. scomplex_val(2*i) and scomplex_val(2*i+1) are real - // and imaginary parts of i-th single precision complex. - repeated float scomplex_val = 9 [packed = true]; - - // DT_INT64 - repeated int64 int64_val = 10 [packed = true]; - - // DT_BOOL - repeated bool bool_val = 11 [packed = true]; - - // DT_COMPLEX128. dcomplex_val(2*i) and dcomplex_val(2*i+1) are real - // and imaginary parts of i-th double precision complex. - repeated double dcomplex_val = 12 [packed = true]; -}; diff --git a/modules/dnn/src/tensorflow/tensor_shape.proto b/modules/dnn/src/tensorflow/tensor_shape.proto deleted file mode 100644 index 1ec3c5323..000000000 --- a/modules/dnn/src/tensorflow/tensor_shape.proto +++ /dev/null @@ -1,45 +0,0 @@ -// Protocol buffer representing the shape of tensors. - -syntax = "proto3"; -option cc_enable_arenas = true; -option java_outer_classname = "TensorShapeProtos"; -option java_multiple_files = true; -option java_package = "org.tensorflow.framework"; - -package tensorflow; - -// Dimensions of a tensor. -message TensorShapeProto { - // One dimension of the tensor. - message Dim { - // Size of the tensor in that dimension. - // This value must be >= -1, but values of -1 are reserved for "unknown" - // shapes (values of -1 mean "unknown" dimension). Certain wrappers - // that work with TensorShapeProto may fail at runtime when deserializing - // a TensorShapeProto containing a dim value of -1. - int64 size = 1; - - // Optional name of the tensor dimension. - string name = 2; - }; - - // Dimensions of the tensor, such as {"input", 30}, {"output", 40} - // for a 30 x 40 2D tensor. If an entry has size -1, this - // corresponds to a dimension of unknown size. The names are - // optional. - // - // The order of entries in "dim" matters: It indicates the layout of the - // values in the tensor in-memory representation. - // - // The first entry in "dim" is the outermost dimension used to layout the - // values, the last entry is the innermost dimension. This matches the - // in-memory layout of RowMajor Eigen tensors. - // - // If "dim.size()" > 0, "unknown_rank" must be false. - repeated Dim dim = 2; - - // If true, the number of dimensions in the shape is unknown. - // - // If true, "dim.size()" must be 0. - bool unknown_rank = 3; -}; diff --git a/modules/dnn/src/tensorflow/tf_importer.cpp b/modules/dnn/src/tensorflow/tf_importer.cpp deleted file mode 100644 index 0ff2dd3b5..000000000 --- a/modules/dnn/src/tensorflow/tf_importer.cpp +++ /dev/null @@ -1,759 +0,0 @@ -// This file is part of OpenCV project. -// It is subject to the license terms in the LICENSE file found in the top-level directory -// of this distribution and at http://opencv.org/license.html. - -// Copyright (C) 2016, Intel Corporation, all rights reserved. -// Third party copyrights are property of their respective owners. - -/* -Implementation of Tensorflow models parser -*/ - -#include "../precomp.hpp" -using namespace cv; -using namespace cv::dnn; - -#if HAVE_PROTOBUF -#include "graph.pb.h" - -#include -#include -#include -#include -#include -#include -#include -#include "tf_io.hpp" - -using ::google::protobuf::RepeatedField; -using ::google::protobuf::RepeatedPtrField; -using ::google::protobuf::Message; -using ::google::protobuf::Descriptor; -using ::google::protobuf::FieldDescriptor; -using ::google::protobuf::Reflection; - -namespace -{ - -static int toNCHW[] = {0, 2, 3, 1}; - -typedef std::vector > StrIntVector; - -struct Pin -{ - Pin(const std::string &_name, int _blobIndex = 0) : - name(_name), blobIndex(_blobIndex) {} - - Pin() : - name(""), blobIndex(-1) {} - - std::string name; - int blobIndex; -}; - -void blobShapeFromTensor(const tensorflow::TensorProto &tensor, MatShape& shape) -{ - shape.clear(); - if (tensor.has_tensor_shape()) - { - const tensorflow::TensorShapeProto &_shape = tensor.tensor_shape(); - int i, n = _shape.dim_size(); - shape.resize(n); - - for (i = 0; i < n; i++) - shape[i] = (int)_shape.dim(i).size(); - } - else - { - CV_Error(Error::StsError, "Unknown shape of input tensor"); - } -} - -template -void parseTensor(const tensorflow::TensorProto &tensor, Mat &dstBlob) -{ - MatShape shape; - blobShapeFromTensor(tensor, shape); - int dims = (int)shape.size(); - - if (dims == 4) - { - // REORDER blob NHWC to NCHW - swap(shape[2], shape[3]); // NHCW - swap(shape[1], shape[2]); // NCHW - } - - dstBlob.create(shape, CV_32F); - - int size = tensor.tensor_content().size() / sizeof(T); - CV_Assert(size == (int)dstBlob.total()); - - float *dstData = dstBlob.ptr(); - const T *data = reinterpret_cast(tensor.tensor_content().c_str()); - - if (dims == 4) - { - int num = shape[0], channels = shape[1], height = shape[2], width = shape[3]; - int total = num*channels*height*width; - for(int i_n = 0; i_n < shape[0]; i_n++) { - for(int i_c = 0; i_c < shape[1]; i_c++) { - for(int i_h = 0; i_h < shape[2]; i_h++) { - for(int i_w = 0; i_w < shape[3]; i_w++) { - int dst_i = channels*height*width*i_n + height*width*i_c + width*i_h + i_w; - int src_i = channels*height*width*i_n + i_c + channels*width*i_h + channels*i_w; - - CV_Assert(dst_i < total); - CV_Assert(src_i < total); - - dstData[dst_i] = data[src_i]; - } - } - } - } - } else { - for (int i = 0; i < size; i++) - dstData[i] = data[i]; - } -} - -void blobFromTensor(const tensorflow::TensorProto &tensor, Mat &dstBlob) -{ - switch (tensor.dtype()) { - case tensorflow::DT_FLOAT: - parseTensor(tensor, dstBlob); - break; - case tensorflow::DT_DOUBLE: - parseTensor(tensor, dstBlob); - break; - default: - CV_Error(Error::StsError, "Tensor's data type is not supported"); - break; - } -} - -void printList(const tensorflow::AttrValue::ListValue &val) -{ - std::cout << "("; - for (int i = 0; i < val.i_size(); i++) - std::cout << " " << val.i(i); - std::cout << " )"; -} - -void printTensorShape(const tensorflow::TensorShapeProto &shape) -{ - std::cout << "[ "; - for (int d = 0; d < shape.dim_size(); d++) - std::cout << shape.dim(d).name() << - ":" << shape.dim(d).size() << " "; - std::cout << "]"; -} - -void printTensor(const tensorflow::TensorProto &tensor) -{ - printTensorShape(tensor.tensor_shape()); - - if (tensor.tensor_content().empty()) - return; - - switch (tensor.dtype()) - { - case 1: // float - { - const float *data = reinterpret_cast(tensor.tensor_content().c_str()); - int size = tensor.tensor_content().size() / sizeof(float); - for (int i = 0; i < std::min(10, size); i++) - std::cout << " " << data[i]; - if (size > 10) - std::cout << " ... " << size - 10 << " more"; - break; - } - case 3: // int32 - { - const int *data = reinterpret_cast(tensor.tensor_content().c_str()); - int size = tensor.tensor_content().size() / sizeof(int); - for (int i = 0; i < std::min(10, size); i++) - std::cout << " " << data[i]; - if (size > 10) - std::cout << " ... " << size - 10 << " more"; - break; - } - default: - CV_Error(Error::StsError, "Tensor type is not supported"); - break; - } -} - -void printLayerAttr(const tensorflow::NodeDef &layer) -{ - std::cout << std::endl << layer.name() << ":" << layer.op(); - for (int ii = 0; ii < layer.input_size(); ii++) - std::cout << "(" << layer.input(ii) << ")"; - std::cout << std::endl; - google::protobuf::Map attr - = layer.attr(); - for (google::protobuf::Map::const_iterator ai = attr.begin(); - ai != attr.end(); ++ai) - { - std::cout << ai->first << ":"; - if (ai->first == "dtype" || ai->first == "T") - std::cout << ai->second.i(); - else if (ai->first == "padding") - std::cout << ai->second.s(); - else if (ai->first == "transpose_a" || ai->first == "transpose_b") - std::cout << ai->second.b(); - // else if (ai->first == "shape") - // printTensorShape(ai->second.shape()); - else if (ai->first == "strides" || ai->first == "ksize") - printList(ai->second.list()); - else - printTensor(ai->second.tensor()); - std::cout << std::endl; - } -} - -bool hasLayerAttr(const tensorflow::NodeDef &layer, const std::string &name) -{ - google::protobuf::Map attr = layer.attr(); - return attr.find(name) != attr.end(); -} - -const tensorflow::AttrValue& getLayerAttr(const tensorflow::NodeDef &layer, const std::string &name) -{ - return layer.attr().at(name); -} - -void setStrides(LayerParams &layerParams, const tensorflow::NodeDef &layer) -{ - if (hasLayerAttr(layer, "strides")) - { - const tensorflow::AttrValue& val = getLayerAttr(layer, "strides"); - if (val.list().i_size() != 4 || - val.list().i(0) != 1 || val.list().i(3) != 1) - CV_Error(Error::StsError, "Unsupported strides"); - layerParams.set("stride_h", static_cast(val.list().i(1))); - layerParams.set("stride_w", static_cast(val.list().i(2))); - } -} - -DictValue parseDims(const tensorflow::TensorProto &tensor) { - MatShape shape; - blobShapeFromTensor(tensor, shape); - int dims = (int)shape.size(); - - CV_Assert(tensor.dtype() == tensorflow::DT_INT32); - CV_Assert(dims == 1); - - int size = tensor.tensor_content().size() / sizeof(int); - const int *data = reinterpret_cast(tensor.tensor_content().c_str()); - // TODO: add reordering shape if dims == 4 - return DictValue::arrayInt(data, size); -} - -void setKSize(LayerParams &layerParams, const tensorflow::NodeDef &layer) -{ - if (hasLayerAttr(layer, "ksize")) - { - const tensorflow::AttrValue& val = getLayerAttr(layer, "ksize"); - if (val.list().i_size() != 4 || - val.list().i(0) != 1 || val.list().i(3) != 1) - CV_Error(Error::StsError, "Unsupported ksize"); - layerParams.set("kernel_h", static_cast(val.list().i(1))); - layerParams.set("kernel_w", static_cast(val.list().i(2))); - } - else - { - layerParams.set("kernel_h", 1); - layerParams.set("kernel_w", 1); - } -} - -void setPadding(LayerParams &layerParams, const tensorflow::NodeDef &layer) -{ - if (hasLayerAttr(layer, "padding")) - layerParams.set("pad_mode", getLayerAttr(layer, "padding").s()); -} - -void RemoveIdentityOps(tensorflow::GraphDef& net) { - typedef std::map IdentityOpsMap; - IdentityOpsMap identity_ops; - - std::vector identity_ops_idx; - - int layersCount = net.node_size(); - for (int li = 0; li < layersCount; li++) - { - const tensorflow::NodeDef &layer = net.node(li); - String type = layer.op(); - - if (type == "Identity") { - identity_ops_idx.push_back(li); - identity_ops[layer.name()] = layer.input(0); - } - } - - for (int li = 0; li < layersCount; li++) - { - tensorflow::NodeDef* layer = net.mutable_node(li); - for (int input_id = 0; input_id < layer->input_size(); input_id++) { - String input_op_name = layer->input(input_id); - IdentityOpsMap::iterator it = identity_ops.find(input_op_name); - - if (it != identity_ops.end()) { - layer->set_input(input_id, it->second); - } - } - } - - std::sort(identity_ops_idx.begin(), identity_ops_idx.end()); - - int removed_nodes = 0; - for(size_t i = 0; i < identity_ops_idx.size(); i++) { - int start_id = identity_ops_idx[i] - removed_nodes; - net.mutable_node()->DeleteSubrange(start_id, 1); - removed_nodes++; - } -} - -Pin parsePin(const std::string &name) -{ - Pin pin(name); - - size_t delimiter_pos = name.find_first_of(":"); - if (delimiter_pos != std::string::npos) - { - pin.name = name.substr(0, delimiter_pos); - std::istringstream(name.substr(delimiter_pos + 1)) >> pin.blobIndex; - } - - return pin; -} - -StrIntVector getNextLayers(const tensorflow::GraphDef& net, const String& layer_name, const String& type = "") -{ - StrIntVector layers; - - for (int li = 0; li < net.node_size(); li++) - { - const tensorflow::NodeDef& layer = net.node(li); - for (int input_id = 0; input_id < layer.input_size(); input_id++) { - String input_op_name = parsePin(layer.input(input_id)).name; - bool type_ok = type.empty() ? true : type == layer.op(); - if (input_op_name == layer_name && type_ok) - layers.push_back(std::make_pair(layer.name(), li)); - } - } - - return layers; -} - -void ExcludeLayer(tensorflow::GraphDef& net, const int layer_index, const int input_blob_index, bool remove_from_net = true) { - String layer_name = net.node(layer_index).name(); - StrIntVector layers = getNextLayers(net, layer_name); - - String removed_layer_input = net.node(layer_index).input(input_blob_index); - - for (size_t i = 0; i < layers.size(); i++) - { - tensorflow::NodeDef* layer = net.mutable_node(layers[i].second); - for (int input_id = 0; input_id < layer->input_size(); input_id++) { - String input_op_name = layer->input(input_id); - - if (input_op_name == layer_name) { - layer->set_input(input_id, removed_layer_input); - } - } - } - - if (remove_from_net) - net.mutable_node()->DeleteSubrange(layer_index, 1); -} - -class TFImporter : public Importer { -public: - TFImporter(const char *model); - void populateNet(Net dstNet); - ~TFImporter() {} - -private: - void kernelFromTensor(const tensorflow::TensorProto &tensor, Mat &dstBlob); - - void connect(const std::map& layers_name_id_map, Net& network, const Pin& outPin, - const int input_layer_id, const int input_blob_id); - void connectToAllBlobs(const std::map& layer_id, Net& network, const Pin& outPin, - const int input_layer_id, const int input_blobs_count); - const tensorflow::TensorProto& getConstBlob(const tensorflow::NodeDef &layer, std::map const_layers, - int input_blob_index = -1, int* actual_inp_blob_idx = 0); - - - tensorflow::GraphDef net; -}; - -TFImporter::TFImporter(const char *model) -{ - if (model && model[0]) - ReadTFNetParamsFromBinaryFileOrDie(model, &net); -} - -void TFImporter::kernelFromTensor(const tensorflow::TensorProto &tensor, Mat &dstBlob) -{ - MatShape shape; - blobShapeFromTensor(tensor, shape); - int dims = (int)shape.size(); - - // TODO: other blob types - CV_Assert(tensor.dtype() == tensorflow::DT_FLOAT); - CV_Assert(dims == 4); - - // REORDER kernel HWIO to OIHW - swap(shape[0], shape[2]); // IWHO - swap(shape[1], shape[3]); // IOHW - swap(shape[0], shape[1]); // OIHW - - dstBlob.create(shape, CV_32F); - - int size = tensor.tensor_content().size() / sizeof(float); - CV_Assert(size == (int)dstBlob.total()); - - float *dstData = dstBlob.ptr(); - const float *data = reinterpret_cast(tensor.tensor_content().c_str()); - - int out_c = shape[0], input_c = shape[1], height = shape[2], width = shape[3]; - int total = out_c*input_c*height*width; - for(int i_oc = 0; i_oc < out_c; i_oc++) { - for(int i_ic = 0; i_ic < input_c; i_ic++) { - for(int i_h = 0; i_h < height; i_h++) { - for(int i_w = 0; i_w < width; i_w++) { - int dst_i = input_c*height*width*i_oc + height*width*i_ic + width*i_h + i_w; - int src_i = out_c*input_c*width*i_h + out_c*input_c*i_w + out_c*i_ic + i_oc; - CV_Assert(dst_i < total); - CV_Assert(src_i < total); - dstData[dst_i] = data[src_i]; - } - } - } - } -} - -void TFImporter::connect(const std::map& layers_name_id_map, Net& network, const Pin& outPin, - const int input_layer_id, const int input_blob_id) -{ - std::map::const_iterator it = layers_name_id_map.find(outPin.name); - if (it == layers_name_id_map.end()) - CV_Error(Error::StsError, "Input layer not found: " + outPin.name); - network.connect(it->second, outPin.blobIndex, input_layer_id, input_blob_id); -} - -void TFImporter::connectToAllBlobs(const std::map& layer_id, Net& network, const Pin& outPin, - const int input_layer_id, const int input_blobs_count) -{ - for (int input_blob_id = 0; input_blob_id < input_blobs_count; input_blob_id++) - connect(layer_id, network, outPin, input_layer_id, input_blob_id); -} - -const tensorflow::TensorProto& TFImporter::getConstBlob(const tensorflow::NodeDef &layer, std::map const_layers, - int input_blob_index, int* actual_inp_blob_idx) { - if (input_blob_index == -1) { - for(int i = 0; i < layer.input_size(); i++) { - Pin input = parsePin(layer.input(i)); - if (const_layers.find(input.name) != const_layers.end()) { - if (input_blob_index != -1) - CV_Error(Error::StsError, "More than one input is Const op"); - - input_blob_index = i; - } - } - } - - if (input_blob_index == -1) - CV_Error(Error::StsError, "Const input blob for weights not found"); - - Pin kernel_inp = parsePin(layer.input(input_blob_index)); - if (const_layers.find(kernel_inp.name) == const_layers.end()) - CV_Error(Error::StsError, "Const kernel input not found"); - if (kernel_inp.blobIndex != 0) - CV_Error(Error::StsError, "Unsupported kernel input"); - - if(actual_inp_blob_idx) { - *actual_inp_blob_idx = input_blob_index; - } - - return net.node(const_layers.at(kernel_inp.name)).attr().at("value").tensor(); -} - - -void TFImporter::populateNet(Net dstNet) -{ - RemoveIdentityOps(net); - - std::map layers_to_ignore; - - int layersSize = net.node_size(); - - // find all Const layers for params - std::map value_id; - for (int li = 0; li < layersSize; li++) - { - const tensorflow::NodeDef &layer = net.node(li); - String name = layer.name(); - String type = layer.op(); - - if (type != "Const") - continue; // only Const parameters are supported - - if (layer.attr().find("value") != layer.attr().end()) - { - value_id.insert(std::make_pair(name, li)); - } - - layers_to_ignore[li] = name; - } - - std::map layer_id; - - for (int li = 0; li < layersSize; li++) - { - const tensorflow::NodeDef &layer = net.node(li); - String name = layer.name(); - String type = layer.op(); - LayerParams layerParams; - - if(layers_to_ignore.find(li) != layers_to_ignore.end()) - continue; - - if (type == "Conv2D") - { - layerParams.set("bias_term", false); - layerParams.blobs.resize(1); - - StrIntVector next_layers = getNextLayers(net, name, "BiasAdd"); - if (next_layers.size() == 1) { - layerParams.set("bias_term", true); - layerParams.blobs.resize(2); - - int weights_layer_index = next_layers[0].second; - - blobFromTensor(getConstBlob(net.node(weights_layer_index), value_id), layerParams.blobs[1]); - ExcludeLayer(net, weights_layer_index, 0, false); - layers_to_ignore[weights_layer_index] = next_layers[0].first; - } - - kernelFromTensor(getConstBlob(layer, value_id), layerParams.blobs[0]); - const int* kshape = layerParams.blobs[0].size.p; - layerParams.set("kernel_h", kshape[2]); - layerParams.set("kernel_w", kshape[3]); - layerParams.set("num_output", kshape[0]); - - setStrides(layerParams, layer); - setPadding(layerParams, layer); - - int id = dstNet.addLayer(name, "Convolution", layerParams); - layer_id[name] = id; - - // one input only - connect(layer_id, dstNet, parsePin(layer.input(0)), id, 0); - } - else if (type == "BiasAdd" || type == "Add") - { - layerParams.blobs.resize(1); - blobFromTensor(getConstBlob(layer, value_id), layerParams.blobs[0]); - - int id = dstNet.addLayer(name, "Shift", layerParams); - layer_id[name] = id; - - // one input only - connect(layer_id, dstNet, parsePin(layer.input(0)), id, 0); - } - else if (type == "Identity") - { - int id = dstNet.addLayer(name, "Identity", layerParams); - layer_id[name] = id; - - connectToAllBlobs(layer_id, dstNet, parsePin(layer.input(0)), id, layer.input_size()); - } - else if (type == "MatMul") - { - CV_Assert(layer.input_size() == 2); - - layerParams.set("bias_term", false); - layerParams.blobs.resize(1); - - StrIntVector next_layers = getNextLayers(net, name, "BiasAdd"); - if (next_layers.size() == 1) { - layerParams.set("bias_term", true); - layerParams.blobs.resize(2); - - int weights_layer_index = next_layers[0].second; - blobFromTensor(getConstBlob(net.node(weights_layer_index), value_id), layerParams.blobs[1]); - ExcludeLayer(net, weights_layer_index, 0, false); - layers_to_ignore[weights_layer_index] = next_layers[0].first; - } - - int kernel_blob_index = -1; - blobFromTensor(getConstBlob(layer, value_id, -1, &kernel_blob_index), layerParams.blobs[0]); - - if (kernel_blob_index == 1) { // In this case output is computed by x*W formula - W should be transposed - Mat data = layerParams.blobs[0].t(); - layerParams.blobs[0] = data.clone(); - } - - layerParams.set("num_output", layerParams.blobs[0].size[0]); - - int id = dstNet.addLayer(name, "InnerProduct", layerParams); - layer_id[name] = id; - - // one input only - int input_blob_index = kernel_blob_index == 0 ? 1 : 0; - connect(layer_id, dstNet, parsePin(layer.input(input_blob_index)), id, 0); - } - else if (type == "Reshape") - { - layerParams.set("dim", parseDims(getConstBlob(layer, value_id, 1))); - layerParams.set("reorder_dims", true); - - int id = dstNet.addLayer(name, "Reshape", layerParams); - layer_id[name] = id; - - // one input only - connect(layer_id, dstNet, parsePin(layer.input(0)), id, 0); - } - else if (type == "Const") - { - } - else if (type == "Softmax") - { - int id = dstNet.addLayer(name, "Softmax", layerParams); - layer_id[name] = id; - - connectToAllBlobs(layer_id, dstNet, parsePin(layer.input(0)), id, layer.input_size()); - } - else if (type == "LRN") - { - if(hasLayerAttr(layer, "alpha")) { - layerParams.set("alpha", getLayerAttr(layer, "alpha").f()); - } - if(hasLayerAttr(layer, "beta")) { - layerParams.set("beta", getLayerAttr(layer, "beta").f()); - } - if(hasLayerAttr(layer, "depth_radius")) { - int radius = (int)getLayerAttr(layer, "depth_radius").i(); - layerParams.set("local_size", 2*radius + 1); - } - if(hasLayerAttr(layer, "bias")) { - layerParams.set("bias", getLayerAttr(layer, "bias").f()); - } - layerParams.set("norm_by_size", false); - - int id = dstNet.addLayer(name, "LRN", layerParams); - layer_id[name] = id; - - connectToAllBlobs(layer_id, dstNet, parsePin(layer.input(0)), id, layer.input_size()); - } - else if (type == "Concat") - { - int axis = getConstBlob(layer, value_id, 0).int_val().Get(0); - layerParams.set("axis", toNCHW[axis]); - - int id = dstNet.addLayer(name, "Concat", layerParams); - layer_id[name] = id; - - // input(0) is concat_dim - for (int ii = 1; ii < layer.input_size(); ii++) - { - Pin inp = parsePin(layer.input(ii)); - if (layer_id.find(inp.name) == layer_id.end()) - CV_Error(Error::StsError, "Input layer not found: " + inp.name); - dstNet.connect(layer_id.at(inp.name), inp.blobIndex, id, ii - 1); - } - } - else if (type == "Relu") - { - int id = dstNet.addLayer(name, "ReLU", layerParams); - layer_id[name] = id; - - connectToAllBlobs(layer_id, dstNet, parsePin(layer.input(0)), id, layer.input_size()); - } - else if (type == "MaxPool") - { - layerParams.set("pool", "max"); - - setKSize(layerParams, layer); - setStrides(layerParams, layer); - setPadding(layerParams, layer); - - int id = dstNet.addLayer(name, "Pooling", layerParams); - layer_id[name] = id; - - connectToAllBlobs(layer_id, dstNet, parsePin(layer.input(0)), id, layer.input_size()); - } - else if (type == "AvgPool") - { - layerParams.set("pool", "ave"); - - setKSize(layerParams, layer); - setStrides(layerParams, layer); - setPadding(layerParams, layer); - - int id = dstNet.addLayer(name, "Pooling", layerParams); - layer_id[name] = id; - - connectToAllBlobs(layer_id, dstNet, parsePin(layer.input(0)), id, layer.input_size()); - } - else if (type == "Placeholder") - { - std::vector netInputs(1); - netInputs[0] = name; - layer_id[name] = 0; - dstNet.setInputsNames(netInputs); - } - else if (type == "Split") { - // TODO: determing axis index remapping by input dimensions order of input blob - // TODO: slicing input may be Const op - // TODO: slicing kernels for convolutions - in current implenmentation it is impossible - // TODO: add parsing num of slices parameter - CV_Assert(layer.input_size() == 2); - // num_split - // 1st blob is dims tensor - layerParams.set("slice_point", DictValue::arrayReal((double*)0, 0)); - - int axis = getConstBlob(layer, value_id, 0).int_val().Get(0); - layerParams.set("axis", toNCHW[axis]); - - int id = dstNet.addLayer(name, "Slice", layerParams); - layer_id[name] = id; - - // one input only - connect(layer_id, dstNet, parsePin(layer.input(1)), id, 0); - } - else - { - printLayerAttr(layer); - CV_Error_(Error::StsError, ("Unknown layer type %s in op %s", type.c_str(), name.c_str())); - } - } -} - -} // namespace - -Ptr cv::dnn::createTensorflowImporter(const String &model) -{ - return Ptr(new TFImporter(model.c_str())); -} - -#else //HAVE_PROTOBUF - -Ptr cv::dnn::createTensorflowImporter(const String&) -{ - CV_Error(cv::Error::StsNotImplemented, "libprotobuf required to import data from TensorFlow models"); - return Ptr(); -} - -#endif //HAVE_PROTOBUF - -Net cv::dnn::readNetFromTensorflow(const String &model) -{ - Ptr importer = createTensorflowImporter(model); - Net net; - if (importer) - importer->populateNet(net); - return net; -} diff --git a/modules/dnn/src/tensorflow/tf_io.cpp b/modules/dnn/src/tensorflow/tf_io.cpp deleted file mode 100644 index fafe3cfa9..000000000 --- a/modules/dnn/src/tensorflow/tf_io.cpp +++ /dev/null @@ -1,63 +0,0 @@ -// This file is part of OpenCV project. -// It is subject to the license terms in the LICENSE file found in the top-level directory -// of this distribution and at http://opencv.org/license.html. - -// Copyright (C) 2016, Intel Corporation, all rights reserved. -// Third party copyrights are property of their respective owners. - -/* -Implementation of various functions which are related to Tensorflow models reading. -*/ - -#if HAVE_PROTOBUF -#include -#include -#include - -#include - -#include -#include -#include -#include - -#include "graph.pb.h" -#include "tf_io.hpp" -#include "../caffe/glog_emulator.hpp" - -namespace cv { -namespace dnn { - -using std::string; -using std::map; -using namespace tensorflow; -using namespace ::google::protobuf; -using namespace ::google::protobuf::io; - -const int kProtoReadBytesLimit = INT_MAX; // Max size of 2 GB minus 1 byte. - -// TODO: remove Caffe duplicate -bool ReadProtoFromBinaryFileTF(const char* filename, Message* proto) { - std::ifstream fs(filename, std::ifstream::in | std::ifstream::binary); - CHECK(fs.is_open()) << "Can't open \"" << filename << "\""; - ZeroCopyInputStream* raw_input = new IstreamInputStream(&fs); - CodedInputStream* coded_input = new CodedInputStream(raw_input); - coded_input->SetTotalBytesLimit(kProtoReadBytesLimit, 536870912); - - bool success = proto->ParseFromCodedStream(coded_input); - - delete coded_input; - delete raw_input; - fs.close(); - return success; -} - -void ReadTFNetParamsFromBinaryFileOrDie(const char* param_file, - tensorflow::GraphDef* param) { - CHECK(ReadProtoFromBinaryFileTF(param_file, param)) - << "Failed to parse GraphDef file: " << param_file; -} - -} -} -#endif diff --git a/modules/dnn/src/tensorflow/tf_io.hpp b/modules/dnn/src/tensorflow/tf_io.hpp deleted file mode 100644 index db9612fc3..000000000 --- a/modules/dnn/src/tensorflow/tf_io.hpp +++ /dev/null @@ -1,29 +0,0 @@ -// This file is part of OpenCV project. -// It is subject to the license terms in the LICENSE file found in the top-level directory -// of this distribution and at http://opencv.org/license.html. - -// Copyright (C) 2016, Intel Corporation, all rights reserved. -// Third party copyrights are property of their respective owners. - -/* -Declaration of various functions which are related to Tensorflow models reading. -*/ - -#ifndef __OPENCV_DNN_TF_IO_HPP__ -#define __OPENCV_DNN_TF_IO_HPP__ -#if HAVE_PROTOBUF - -#include "graph.pb.h" - -namespace cv { -namespace dnn { - -// Read parameters from a file into a GraphDef proto message. -void ReadTFNetParamsFromBinaryFileOrDie(const char* param_file, - tensorflow::GraphDef* param); - -} -} - -#endif -#endif diff --git a/modules/dnn/src/tensorflow/types.proto b/modules/dnn/src/tensorflow/types.proto deleted file mode 100644 index 051361bbe..000000000 --- a/modules/dnn/src/tensorflow/types.proto +++ /dev/null @@ -1,60 +0,0 @@ -syntax = "proto3"; - -package tensorflow; -option cc_enable_arenas = true; -option java_outer_classname = "TypesProtos"; -option java_multiple_files = true; -option java_package = "org.tensorflow.framework"; - -enum DataType { - // Not a legal value for DataType. Used to indicate a DataType field - // has not been set. - DT_INVALID = 0; - - // Data types that all computation devices are expected to be - // capable to support. - DT_FLOAT = 1; - DT_DOUBLE = 2; - DT_INT32 = 3; - DT_UINT8 = 4; - DT_INT16 = 5; - DT_INT8 = 6; - DT_STRING = 7; - DT_COMPLEX64 = 8; // Single-precision complex - DT_INT64 = 9; - DT_BOOL = 10; - DT_QINT8 = 11; // Quantized int8 - DT_QUINT8 = 12; // Quantized uint8 - DT_QINT32 = 13; // Quantized int32 - DT_BFLOAT16 = 14; // Float32 truncated to 16 bits. Only for cast ops. - DT_QINT16 = 15; // Quantized int16 - DT_QUINT16 = 16; // Quantized uint16 - DT_UINT16 = 17; - DT_COMPLEX128 = 18; // Double-precision complex - DT_HALF = 19; - - // TODO(josh11b): DT_GENERIC_PROTO = ??; - // TODO(jeff,josh11b): DT_UINT64? DT_UINT32? - - // Do not use! These are only for parameters. Every enum above - // should have a corresponding value below (verified by types_test). - DT_FLOAT_REF = 101; - DT_DOUBLE_REF = 102; - DT_INT32_REF = 103; - DT_UINT8_REF = 104; - DT_INT16_REF = 105; - DT_INT8_REF = 106; - DT_STRING_REF = 107; - DT_COMPLEX64_REF = 108; - DT_INT64_REF = 109; - DT_BOOL_REF = 110; - DT_QINT8_REF = 111; - DT_QUINT8_REF = 112; - DT_QINT32_REF = 113; - DT_BFLOAT16_REF = 114; - DT_QINT16_REF = 115; - DT_QUINT16_REF = 116; - DT_UINT16_REF = 117; - DT_COMPLEX128_REF = 118; - DT_HALF_REF = 119; -} diff --git a/modules/dnn/src/tensorflow/versions.proto b/modules/dnn/src/tensorflow/versions.proto deleted file mode 100644 index 7d5e58ae7..000000000 --- a/modules/dnn/src/tensorflow/versions.proto +++ /dev/null @@ -1,31 +0,0 @@ -syntax = "proto3"; - -package tensorflow; -option cc_enable_arenas = true; -option java_outer_classname = "VersionsProtos"; -option java_multiple_files = true; -option java_package = "org.tensorflow.framework"; - -// Version information for a piece of serialized data -// -// There are different types of versions for each type of data -// (GraphDef, etc.), but they all have the same common shape -// described here. -// -// Each consumer has "consumer" and "min_producer" versions (specified -// elsewhere). A consumer is allowed to consume this data if -// -// producer >= min_producer -// consumer >= min_consumer -// consumer not in bad_consumers -// -message VersionDef { - // The version of the code that produced this data. - int32 producer = 1; - - // Any consumer below this version is not allowed to consume this data. - int32 min_consumer = 2; - - // Specific consumer versions which are disallowed (e.g. due to bugs). - repeated int32 bad_consumers = 3; -}; diff --git a/modules/dnn/src/torch/COPYRIGHT.txt b/modules/dnn/src/torch/COPYRIGHT.txt deleted file mode 100644 index bc002b78a..000000000 --- a/modules/dnn/src/torch/COPYRIGHT.txt +++ /dev/null @@ -1,36 +0,0 @@ -Copyright (c) 2011-2014 Idiap Research Institute (Ronan Collobert) -Copyright (c) 2012-2014 Deepmind Technologies (Koray Kavukcuoglu) -Copyright (c) 2011-2012 NEC Laboratories America (Koray Kavukcuoglu) -Copyright (c) 2011-2013 NYU (Clement Farabet) -Copyright (c) 2006-2010 NEC Laboratories America (Ronan Collobert, Leon Bottou, Iain Melvin, Jason Weston) -Copyright (c) 2006 Idiap Research Institute (Samy Bengio) -Copyright (c) 2001-2004 Idiap Research Institute (Ronan Collobert, Samy Bengio, Johnny Mariethoz) - -All rights reserved. - -Redistribution and use in source and binary forms, with or without -modification, are permitted provided that the following conditions are met: - -1. Redistributions of source code must retain the above copyright - notice, this list of conditions and the following disclaimer. - -2. Redistributions in binary form must reproduce the above copyright - notice, this list of conditions and the following disclaimer in the - documentation and/or other materials provided with the distribution. - -3. Neither the names of Deepmind Technologies, NYU, NEC Laboratories America - and IDIAP Research Institute nor the names of its contributors may be - used to endorse or promote products derived from this software without - specific prior written permission. - -THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" -AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE -IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE -ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE -LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR -CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF -SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS -INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN -CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) -ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE -POSSIBILITY OF SUCH DAMAGE. diff --git a/modules/dnn/src/torch/THDiskFile.cpp b/modules/dnn/src/torch/THDiskFile.cpp deleted file mode 100644 index c56b0f489..000000000 --- a/modules/dnn/src/torch/THDiskFile.cpp +++ /dev/null @@ -1,798 +0,0 @@ -#if defined(ENABLE_TORCH_IMPORTER) && ENABLE_TORCH_IMPORTER -#include "THGeneral.h" -#include "THDiskFile.h" -#include "THFilePrivate.h" - -extern "C" -{ - -typedef struct THDiskFile__ -{ - THFile file; - - FILE *handle; - char *name; - int isNativeEncoding; - int longSize; - -} THDiskFile; - -static int THDiskFile_isOpened(THFile *self) -{ - THDiskFile *dfself = (THDiskFile*)self; - return (dfself->handle != NULL); -} - -const char *THDiskFile_name(THFile *self) -{ - THDiskFile *dfself = (THDiskFile*)self; - return dfself->name; -} - -/* workaround mac osx lion ***insane*** fread bug */ -#ifdef __APPLE__ -static size_t fread__(void *ptr, size_t size, size_t nitems, FILE *stream) -{ - size_t nread = 0; - while(!feof(stream) && !ferror(stream) && (nread < nitems)) - nread += fread((char*)ptr+nread*size, size, THMin(2147483648UL/size, nitems-nread), stream); - return nread; -} -#else -#define fread__ fread -#endif - -#define READ_WRITE_METHODS(TYPE, TYPEC, ASCII_READ_ELEM, ASCII_WRITE_ELEM) \ - static long THDiskFile_read##TYPEC(THFile *self, TYPE *data, long n) \ - { \ - THDiskFile *dfself = (THDiskFile*)(self); \ - long nread = 0L; \ - \ - THArgCheck(dfself->handle != NULL, 1, "attempt to use a closed file"); \ - THArgCheck(dfself->file.isReadable, 1, "attempt to read in a write-only file"); \ - \ - if(dfself->file.isBinary) \ - { \ - nread = fread__(data, sizeof(TYPE), n, dfself->handle); \ - if(!dfself->isNativeEncoding && (sizeof(TYPE) > 1) && (nread > 0)) \ - THDiskFile_reverseMemory(data, data, sizeof(TYPE), nread); \ - } \ - else \ - { \ - long i; \ - for(i = 0; i < n; i++) \ - { \ - ASCII_READ_ELEM; /* increment here result and break if wrong */ \ - } \ - if(dfself->file.isAutoSpacing && (n > 0)) \ - { \ - int c = fgetc(dfself->handle); \ - if( (c != '\n') && (c != EOF) ) \ - ungetc(c, dfself->handle); \ - } \ - } \ - \ - if(nread != n) \ - { \ - dfself->file.hasError = 1; /* shouldn't we put hasError to 0 all the time ? */ \ - if(!dfself->file.isQuiet) \ - THError("read error: read %d blocks instead of %d", nread, n); \ - } \ - \ - return nread; \ - } \ - \ - static long THDiskFile_write##TYPEC(THFile *self, TYPE *data, long n) \ - { \ - THDiskFile *dfself = (THDiskFile*)(self); \ - long nwrite = 0L; \ - \ - THArgCheck(dfself->handle != NULL, 1, "attempt to use a closed file"); \ - THArgCheck(dfself->file.isWritable, 1, "attempt to write in a read-only file"); \ - \ - if(dfself->file.isBinary) \ - { \ - if(dfself->isNativeEncoding) \ - { \ - nwrite = fwrite(data, sizeof(TYPE), n, dfself->handle); \ - } \ - else \ - { \ - if(sizeof(TYPE) > 1) \ - { \ - char *buffer = (char*)THAlloc(sizeof(TYPE)*n); \ - THDiskFile_reverseMemory(buffer, data, sizeof(TYPE), n); \ - nwrite = fwrite(buffer, sizeof(TYPE), n, dfself->handle); \ - THFree(buffer); \ - } \ - else \ - nwrite = fwrite(data, sizeof(TYPE), n, dfself->handle); \ - } \ - } \ - else \ - { \ - long i; \ - for(i = 0; i < n; i++) \ - { \ - ASCII_WRITE_ELEM; \ - if( dfself->file.isAutoSpacing && (i < n-1) ) \ - fprintf(dfself->handle, " "); \ - } \ - if(dfself->file.isAutoSpacing && (n > 0)) \ - fprintf(dfself->handle, "\n"); \ - } \ - \ - if(nwrite != n) \ - { \ - dfself->file.hasError = 1; \ - if(!dfself->file.isQuiet) \ - THError("write error: wrote %d blocks instead of %d", nwrite, n); \ - } \ - \ - return nwrite; \ -} - -static int THDiskFile_mode(const char *mode, int *isReadable, int *isWritable) -{ - *isReadable = 0; - *isWritable = 0; - if(strlen(mode) == 1) - { - if(*mode == 'r') - { - *isReadable = 1; - return 1; - } - else if(*mode == 'w') - { - *isWritable = 1; - return 1; - } - } - else if(strlen(mode) == 2) - { - if(mode[0] == 'r' && mode[1] == 'w') - { - *isReadable = 1; - *isWritable = 1; - return 1; - } - } - return 0; -} - -static void THDiskFile_synchronize(THFile *self) -{ - THDiskFile *dfself = (THDiskFile*)(self); - THArgCheck(dfself->handle != NULL, 1, "attempt to use a closed file"); - fflush(dfself->handle); -} - -static void THDiskFile_seek(THFile *self, long position) -{ - THDiskFile *dfself = (THDiskFile*)(self); - - THArgCheck(dfself->handle != NULL, 1, "attempt to use a closed file"); - -#if defined(_WIN64) - THArgCheck(position <= (_int64)INT64_MAX, 2, "position must be smaller than INT64_MAX"); - if(_fseeki64(dfself->handle, (__int64)position, SEEK_SET) < 0) -#elif defined(_WIN32) - THArgCheck(position <= (long)LONG_MAX, 2, "position must be smaller than LONG_MAX"); - if(fseek(dfself->handle, (long)position, SEEK_SET) < 0) -#else - THArgCheck(position <= (long)LLONG_MAX, 2, "position must be smaller than LLONG_MAX"); - if(fseeko(dfself->handle, (off_t)position, SEEK_SET) < 0) -#endif - { - dfself->file.hasError = 1; - if(!dfself->file.isQuiet) - THError("unable to seek at position %d", position); - } -} - -static void THDiskFile_seekEnd(THFile *self) -{ - THDiskFile *dfself = (THDiskFile*)(self); - - THArgCheck(dfself->handle != NULL, 1, "attempt to use a closed file"); - -#if defined(_WIN64) - if(_fseeki64(dfself->handle, 0L, SEEK_END) < 0) -#elif defined(_WIN32) - if(fseek(dfself->handle, 0L, SEEK_END) < 0) -#else - if(fseeko(dfself->handle, 0L, SEEK_END) < 0) -#endif - { - dfself->file.hasError = 1; - if(!dfself->file.isQuiet) - THError("unable to seek at end of file"); - } -} - -static long THDiskFile_position(THFile *self) -{ - THDiskFile *dfself = (THDiskFile*)(self); - THArgCheck(dfself->handle != NULL, 1, "attempt to use a closed file"); - -#if defined(_WIN64) - __int64 offset = _ftelli64(dfself->handle); -#elif defined(_WIN32) - long offset = ftell(dfself->handle); -#else - off_t offset = ftello(dfself->handle); -#endif - if (offset > -1) - return (long)offset; - else if(!dfself->file.isQuiet) - THError("unable to obtain disk file offset (maybe a long overflow occurred)"); - - return 0; -} - -static void THDiskFile_close(THFile *self) -{ - THDiskFile *dfself = (THDiskFile*)(self); - THArgCheck(dfself->handle != NULL, 1, "attempt to use a closed file"); - fclose(dfself->handle); - dfself->handle = NULL; -} - -/* Little and Big Endian */ - -static void THDiskFile_reverseMemory(void *dst, const void *src, long blockSize, long numBlocks) -{ - if(blockSize != 1) - { - long halfBlockSize = blockSize/2; - char *charSrc = (char*)src; - char *charDst = (char*)dst; - long b, i; - for(b = 0; b < numBlocks; b++) - { - for(i = 0; i < halfBlockSize; i++) - { - char z = charSrc[i]; - charDst[i] = charSrc[blockSize-1-i]; - charDst[blockSize-1-i] = z; - } - charSrc += blockSize; - charDst += blockSize; - } - } -} - -int THDiskFile_isLittleEndianCPU(void) -{ - int x = 7; - char *ptr = (char *)&x; - - if(ptr[0] == 0) - return 0; - else - return 1; -} - -int THDiskFile_isBigEndianCPU(void) -{ - return(!THDiskFile_isLittleEndianCPU()); -} - -void THDiskFile_nativeEndianEncoding(THFile *self) -{ - THDiskFile *dfself = (THDiskFile*)(self); - THArgCheck(dfself->handle != NULL, 1, "attempt to use a closed file"); - dfself->isNativeEncoding = 1; -} - -void THDiskFile_littleEndianEncoding(THFile *self) -{ - THDiskFile *dfself = (THDiskFile*)(self); - THArgCheck(dfself->handle != NULL, 1, "attempt to use a closed file"); - dfself->isNativeEncoding = THDiskFile_isLittleEndianCPU(); -} - -void THDiskFile_bigEndianEncoding(THFile *self) -{ - THDiskFile *dfself = (THDiskFile*)(self); - THArgCheck(dfself->handle != NULL, 1, "attempt to use a closed file"); - dfself->isNativeEncoding = !THDiskFile_isLittleEndianCPU(); -} - -/* End of Little and Big Endian Stuff */ - -void THDiskFile_longSize(THFile *self, int size) -{ - THDiskFile *dfself = (THDiskFile*)(self); - THArgCheck(dfself->handle != NULL, 1, "attempt to use a closed file"); - THArgCheck(size == 0 || size == 4 || size == 8, 1, "Invalid long size specified"); - dfself->longSize = size; -} - -void THDiskFile_noBuffer(THFile *self) -{ - THDiskFile *dfself = (THDiskFile*)(self); - THArgCheck(dfself->handle != NULL, 1, "attempt to use a closed file"); - if (setvbuf(dfself->handle, NULL, _IONBF, 0)) { - THError("error: cannot disable buffer"); - } -} - -static void THDiskFile_free(THFile *self) -{ - THDiskFile *dfself = (THDiskFile*)(self); - if(dfself->handle) - fclose(dfself->handle); - THFree(dfself->name); - THFree(dfself); -} - -/* READ_WRITE_METHODS(int, Bool, */ -/* int value = 0; int ret = fscanf(file->handle, "%d", &value); array[i] = (value ? 1 : 0); if(ret <= 0) break; else result++, */ -/* int value = (array[i] ? 1 : 0); nElemWritten = fprintf(file->handle, "%d", value), */ -/* true) */ - -/* Note that we do a trick */ -READ_WRITE_METHODS(unsigned char, Byte, - nread = fread(data, 1, n, dfself->handle); break, - nwrite = fwrite(data, 1, n, dfself->handle); break) - -READ_WRITE_METHODS(char, Char, - nread = fread(data, 1, n, dfself->handle); break, - nwrite = fwrite(data, 1, n, dfself->handle); break) - -READ_WRITE_METHODS(short, Short, - int ret = fscanf(dfself->handle, "%hd", &data[i]); if(ret <= 0) break; else nread++, - int ret = fprintf(dfself->handle, "%hd", data[i]); if(ret <= 0) break; else nwrite++) - -READ_WRITE_METHODS(int, Int, - int ret = fscanf(dfself->handle, "%d\n\r", &data[i]); if(ret <= 0) break; else nread++, - int ret = fprintf(dfself->handle, "%d", data[i]); if(ret <= 0) break; else nwrite++) - -/*READ_WRITE_METHODS(long, Long, - int ret = fscanf(dfself->handle, "%ld", &data[i]); if(ret <= 0) break; else nread++, - int ret = fprintf(dfself->handle, "%ld", data[i]); if(ret <= 0) break; else nwrite++)*/ - -READ_WRITE_METHODS(float, Float, - int ret = fscanf(dfself->handle, "%g", &data[i]); if(ret <= 0) break; else nread++, - int ret = fprintf(dfself->handle, "%.9g", data[i]); if(ret <= 0) break; else nwrite++) - -READ_WRITE_METHODS(double, Double, - int ret = fscanf(dfself->handle, "%lg", &data[i]); if(ret <= 0) break; else nread++, - int ret = fprintf(dfself->handle, "%.17g", data[i]); if(ret <= 0) break; else nwrite++) - - -/* For Long we need to rewrite everything, because of the special management of longSize */ -static long THDiskFile_readLong(THFile *self, int64 *data, long n) -{ - THDiskFile *dfself = (THDiskFile*)(self); - long nread = 0L; - - THArgCheck(dfself->handle != NULL, 1, "attempt to use a closed file"); - THArgCheck(dfself->file.isReadable, 1, "attempt to read in a write-only file"); - - if(dfself->file.isBinary) - { - if(dfself->longSize == 0 || dfself->longSize == sizeof(int64)) - { - nread = fread__(data, sizeof(int64), n, dfself->handle); - if(!dfself->isNativeEncoding && (sizeof(int64) > 1) && (nread > 0)) - THDiskFile_reverseMemory(data, data, sizeof(int64), nread); - } else if(dfself->longSize == 4) - { - nread = fread__(data, 4, n, dfself->handle); - if(!dfself->isNativeEncoding && (nread > 0)) - THDiskFile_reverseMemory(data, data, 4, nread); - long i; - for(i = nread; i > 0; i--) - data[i-1] = ((int *)data)[i-1]; - } - else /* if(dfself->longSize == 8) */ - { - int big_endian = !THDiskFile_isLittleEndianCPU(); - int32_t *buffer = (int32_t*)THAlloc(8*n); - nread = fread__(buffer, 8, n, dfself->handle); - long i; - for(i = nread; i > 0; i--) - data[i-1] = buffer[2*(i-1) + big_endian]; - THFree(buffer); - if(!dfself->isNativeEncoding && (nread > 0)) - THDiskFile_reverseMemory(data, data, 4, nread); - } - } - else - { - long i; - for(i = 0; i < n; i++) - { - long d; - int ret = fscanf(dfself->handle, "%ld", &d); if(ret <= 0) break; else nread++; - data[i] = d; - } - if(dfself->file.isAutoSpacing && (n > 0)) - { - int c = fgetc(dfself->handle); - if( (c != '\n') && (c != EOF) ) - ungetc(c, dfself->handle); - } - } - - if(nread != n) - { - dfself->file.hasError = 1; /* shouldn't we put hasError to 0 all the time ? */ - if(!dfself->file.isQuiet) - THError("read error: read %d blocks instead of %d", nread, n); - } - - return nread; -} - -static long THDiskFile_writeLong(THFile *self, int64 *data, long n) -{ - THDiskFile *dfself = (THDiskFile*)(self); - long nwrite = 0L; - - THArgCheck(dfself->handle != NULL, 1, "attempt to use a closed file"); - THArgCheck(dfself->file.isWritable, 1, "attempt to write in a read-only file"); - - if(dfself->file.isBinary) - { - if(dfself->longSize == 0 || dfself->longSize == sizeof(long)) - { - if(dfself->isNativeEncoding) - { - nwrite = fwrite(data, sizeof(long), n, dfself->handle); - } - else - { - char *buffer = (char*)THAlloc(sizeof(long)*n); - THDiskFile_reverseMemory(buffer, data, sizeof(long), n); - nwrite = fwrite(buffer, sizeof(long), n, dfself->handle); - THFree(buffer); - } - } else if(dfself->longSize == 4) - { - int32_t *buffer = (int32_t *)THAlloc(4*n); - long i; - for(i = 0; i < n; i++) - buffer[i] = data[i]; - if(!dfself->isNativeEncoding) - THDiskFile_reverseMemory(buffer, buffer, 4, n); - nwrite = fwrite(buffer, 4, n, dfself->handle); - THFree(buffer); - } - else /* if(dfself->longSize == 8) */ - { - int big_endian = !THDiskFile_isLittleEndianCPU(); - int32_t *buffer = (int32_t*)THAlloc(8*n); - long i; - for(i = 0; i < n; i++) - { - buffer[2*i + !big_endian] = 0; - buffer[2*i + big_endian] = data[i]; - } - if(!dfself->isNativeEncoding) - THDiskFile_reverseMemory(buffer, buffer, 8, n); - nwrite = fwrite(buffer, 8, n, dfself->handle); - THFree(buffer); - } - } - else - { - long i; - for(i = 0; i < n; i++) - { - long res = 0; - int ret = fprintf(dfself->handle, "%ld", res); data[i] = res; if(ret <= 0) break; else nwrite++; - if( dfself->file.isAutoSpacing && (i < n-1) ) - fprintf(dfself->handle, " "); - } - if(dfself->file.isAutoSpacing && (n > 0)) - fprintf(dfself->handle, "\n"); - } - - if(nwrite != n) - { - dfself->file.hasError = 1; - if(!dfself->file.isQuiet) - THError("write error: wrote %d blocks instead of %d", nwrite, n); - } - - return nwrite; -} - -static long THDiskFile_readString(THFile *self, const char *format, char **str_) -{ - THDiskFile *dfself = (THDiskFile*)(self); - THArgCheck(dfself->handle != NULL, 1, "attempt to use a closed file"); - THArgCheck(dfself->file.isReadable, 1, "attempt to read in a write-only file"); - THArgCheck((strlen(format) >= 2 ? (format[0] == '*') && (format[1] == 'a' || format[1] == 'l') : 0), 2, "format must be '*a' or '*l'"); - -/* note: the string won't survive long, as it is copied into lua */ -/* so 1024 is not that big... */ -#define TBRS_BSZ 1024L - - if(format[1] == 'a') - { - char *p = (char*)THAlloc(TBRS_BSZ); - long total = TBRS_BSZ; - long pos = 0L; - - for (;;) - { - if(total-pos == 0) /* we need more space! */ - { - total += TBRS_BSZ; - p = (char*)THRealloc(p, total); - } - pos += fread(p+pos, 1, total-pos, dfself->handle); - if (pos < total) /* eof? */ - { - if(pos == 0L) - { - THFree(p); - dfself->file.hasError = 1; - if(!dfself->file.isQuiet) - THError("read error: read 0 blocks instead of 1"); - - *str_ = NULL; - return 0; - } - *str_ = p; - return pos; - } - } - } - else - { - char *p = (char*)THAlloc(TBRS_BSZ); - long total = TBRS_BSZ; - long pos = 0L; - long size; - - for (;;) - { - if(total-pos <= 1) /* we can only write '\0' in there! */ - { - total += TBRS_BSZ; - p = (char*)THRealloc(p, total); - } - if (fgets(p+pos, total-pos, dfself->handle) == NULL) /* eof? */ - { - if(pos == 0L) - { - THFree(p); - dfself->file.hasError = 1; - if(!dfself->file.isQuiet) - THError("read error: read 0 blocks instead of 1"); - - *str_ = NULL; - return 0; - } - *str_ = p; - return pos; - } - size = strlen(p+pos); - if (size == 0L || (p+pos)[size-1] != '\n') - { - pos += size; - } - else - { - pos += size-1L; /* do not include `eol' */ - *str_ = p; - return pos; - } - } - } - - *str_ = NULL; - return 0; -} - - -static long THDiskFile_writeString(THFile *self, const char *str, long size) -{ - THDiskFile *dfself = (THDiskFile*)(self); - long nwrite; - - THArgCheck(dfself->handle != NULL, 1, "attempt to use a closed file"); - THArgCheck(dfself->file.isWritable, 1, "attempt to write in a read-only file"); - - nwrite = fwrite(str, 1, size, dfself->handle); - if(nwrite != size) - { - dfself->file.hasError = 1; - if(!dfself->file.isQuiet) - THError("write error: wrote %ld blocks instead of %ld", nwrite, size); - } - - return nwrite; -} - -THFile *THDiskFile_new(const char *name, const char *mode, int isQuiet) -{ - static struct THFileVTable vtable = { - THDiskFile_isOpened, - - THDiskFile_readByte, - THDiskFile_readChar, - THDiskFile_readShort, - THDiskFile_readInt, - THDiskFile_readLong, - THDiskFile_readFloat, - THDiskFile_readDouble, - THDiskFile_readString, - - THDiskFile_writeByte, - THDiskFile_writeChar, - THDiskFile_writeShort, - THDiskFile_writeInt, - THDiskFile_writeLong, - THDiskFile_writeFloat, - THDiskFile_writeDouble, - THDiskFile_writeString, - - THDiskFile_synchronize, - THDiskFile_seek, - THDiskFile_seekEnd, - THDiskFile_position, - THDiskFile_close, - THDiskFile_free - }; - - int isReadable; - int isWritable; - FILE *handle; - THDiskFile *self; - - THArgCheck(THDiskFile_mode(mode, &isReadable, &isWritable), 2, "file mode should be 'r','w' or 'rw'"); - - if( isReadable && isWritable ) - { - handle = fopen(name, "r+b"); - if(!handle) - { - handle = fopen(name, "wb"); - if(handle) - { - fclose(handle); - handle = fopen(name, "r+b"); - } - } - } - else - handle = fopen(name, (isReadable ? "rb" : "wb")); - - if(!handle) - { - if(isQuiet) - return 0; - else - THError("cannot open <%s> in mode %c%c", name, (isReadable ? 'r' : ' '), (isWritable ? 'w' : ' ')); - } - - self = (THDiskFile*)THAlloc(sizeof(THDiskFile)); - - self->handle = handle; - self->name = (char*)THAlloc(strlen(name)+1); - strcpy(self->name, name); - self->isNativeEncoding = 1; - self->longSize = 0; - - self->file.vtable = &vtable; - self->file.isQuiet = isQuiet; - self->file.isReadable = isReadable; - self->file.isWritable = isWritable; - self->file.isBinary = 0; - self->file.isAutoSpacing = 1; - self->file.hasError = 0; - - return (THFile*)self; -} - -/* PipeFile */ - -static int THPipeFile_mode(const char *mode, int *isReadable, int *isWritable) -{ - *isReadable = 0; - *isWritable = 0; - if(strlen(mode) == 1) - { - if(*mode == 'r') - { - *isReadable = 1; - return 1; - } - else if(*mode == 'w') - { - *isWritable = 1; - return 1; - } - } - return 0; -} - -static void THPipeFile_free(THFile *self) -{ - THDiskFile *dfself = (THDiskFile*)(self); - if(dfself->handle) - pclose(dfself->handle); - THFree(dfself->name); - THFree(dfself); -} - -THFile *THPipeFile_new(const char *name, const char *mode, int isQuiet) -{ - static struct THFileVTable vtable = { - THDiskFile_isOpened, - - THDiskFile_readByte, - THDiskFile_readChar, - THDiskFile_readShort, - THDiskFile_readInt, - THDiskFile_readLong, - THDiskFile_readFloat, - THDiskFile_readDouble, - THDiskFile_readString, - - THDiskFile_writeByte, - THDiskFile_writeChar, - THDiskFile_writeShort, - THDiskFile_writeInt, - THDiskFile_writeLong, - THDiskFile_writeFloat, - THDiskFile_writeDouble, - THDiskFile_writeString, - - THDiskFile_synchronize, - THDiskFile_seek, - THDiskFile_seekEnd, - THDiskFile_position, - THDiskFile_close, - THPipeFile_free - }; - - int isReadable; - int isWritable; - FILE *handle; - THDiskFile *self; - - THArgCheck(THPipeFile_mode(mode, &isReadable, &isWritable), 2, "file mode should be 'r','w'"); - -#ifdef _WIN32 - handle = popen(name, (isReadable ? "rb" : "wb")); -#else - handle = popen(name, (isReadable ? "r" : "w")); -#endif - - if(!handle) - { - if(isQuiet) - return 0; - else - THError("cannot open <%s> in mode %c%c", name, (isReadable ? 'r' : ' '), (isWritable ? 'w' : ' ')); - } - - self = (THDiskFile*)THAlloc(sizeof(THDiskFile)); - - self->handle = handle; - self->name = (char*)THAlloc(strlen(name)+1); - strcpy(self->name, name); - self->isNativeEncoding = 1; - self->longSize = 0; - - self->file.vtable = &vtable; - self->file.isQuiet = isQuiet; - self->file.isReadable = isReadable; - self->file.isWritable = isWritable; - self->file.isBinary = 0; - self->file.isAutoSpacing = 1; - self->file.hasError = 0; - - return (THFile*)self; -} - -} -#endif diff --git a/modules/dnn/src/torch/THDiskFile.h b/modules/dnn/src/torch/THDiskFile.h deleted file mode 100644 index bc5c001c7..000000000 --- a/modules/dnn/src/torch/THDiskFile.h +++ /dev/null @@ -1,19 +0,0 @@ -#ifndef TH_DISK_FILE_INC -#define TH_DISK_FILE_INC - -#include "THFile.h" - -TH_API THFile *THDiskFile_new(const char *name, const char *mode, int isQuiet); -TH_API THFile *THPipeFile_new(const char *name, const char *mode, int isQuiet); - -TH_API const char *THDiskFile_name(THFile *self); - -TH_API int THDiskFile_isLittleEndianCPU(void); -TH_API int THDiskFile_isBigEndianCPU(void); -TH_API void THDiskFile_nativeEndianEncoding(THFile *self); -TH_API void THDiskFile_littleEndianEncoding(THFile *self); -TH_API void THDiskFile_bigEndianEncoding(THFile *self); -TH_API void THDiskFile_longSize(THFile *self, int size); -TH_API void THDiskFile_noBuffer(THFile *self); - -#endif diff --git a/modules/dnn/src/torch/THFile.cpp b/modules/dnn/src/torch/THFile.cpp deleted file mode 100644 index 9e055105c..000000000 --- a/modules/dnn/src/torch/THFile.cpp +++ /dev/null @@ -1,163 +0,0 @@ -#if defined(ENABLE_TORCH_IMPORTER) && ENABLE_TORCH_IMPORTER -#include "THFile.h" -#include "THFilePrivate.h" -#include -extern "C" -{ - -#define IMPLEMENT_THFILE_RW(TYPEC, TYPE) \ - long THFile_read##TYPEC##Raw(THFile *self, TYPE *data, long n) \ - { \ - return (*self->vtable->read##TYPEC)(self, data, n); \ - } \ - \ - long THFile_write##TYPEC##Raw(THFile *self, TYPE *data, long n) \ - { \ - return (*self->vtable->write##TYPEC)(self, data, n); \ - } - -IMPLEMENT_THFILE_RW(Byte, unsigned char) -IMPLEMENT_THFILE_RW(Char, char) -IMPLEMENT_THFILE_RW(Short, short) -IMPLEMENT_THFILE_RW(Int, int) -IMPLEMENT_THFILE_RW(Long, int64) -IMPLEMENT_THFILE_RW(Float, float) -IMPLEMENT_THFILE_RW(Double, double) - -long THFile_readStringRaw(THFile *self, const char *format, char **str_) -{ - return self->vtable->readString(self, format, str_); -} - -long THFile_writeStringRaw(THFile *self, const char *str, long size) -{ - return self->vtable->writeString(self, str, size); -} - -void THFile_synchronize(THFile *self) -{ - self->vtable->synchronize(self); -} - -void THFile_seek(THFile *self, long position) -{ - self->vtable->seek(self, position); -} - -void THFile_seekEnd(THFile *self) -{ - self->vtable->seekEnd(self); -} - -long THFile_position(THFile *self) -{ - return self->vtable->position(self); -} - -void THFile_close(THFile *self) -{ - self->vtable->close(self); -} - -void THFile_free(THFile *self) -{ - self->vtable->free(self); -} - -int THFile_isOpened(THFile *self) -{ - return self->vtable->isOpened(self); -} - -#define IMPLEMENT_THFILE_FLAGS(FLAG) \ - int THFile_##FLAG(THFile *self) \ - { \ - return self->FLAG; \ - } - -IMPLEMENT_THFILE_FLAGS(isQuiet) -IMPLEMENT_THFILE_FLAGS(isReadable) -IMPLEMENT_THFILE_FLAGS(isWritable) -IMPLEMENT_THFILE_FLAGS(isBinary) -IMPLEMENT_THFILE_FLAGS(isAutoSpacing) -IMPLEMENT_THFILE_FLAGS(hasError) - -void THFile_binary(THFile *self) -{ - self->isBinary = 1; -} - -void THFile_ascii(THFile *self) -{ - self->isBinary = 0; -} - -void THFile_autoSpacing(THFile *self) -{ - self->isAutoSpacing = 1; -} - -void THFile_noAutoSpacing(THFile *self) -{ - self->isAutoSpacing = 0; -} - -void THFile_quiet(THFile *self) -{ - self->isQuiet = 1; -} - -void THFile_pedantic(THFile *self) -{ - self->isQuiet = 0; -} - -void THFile_clearError(THFile *self) -{ - self->hasError = 0; -} - -#define IMPLEMENT_THFILE_SCALAR(TYPEC, TYPE) \ - TYPE THFile_read##TYPEC##Scalar(THFile *self) \ - { \ - TYPE scalar; \ - THFile_read##TYPEC##Raw(self, &scalar, 1); \ - return scalar; \ - } \ - \ - void THFile_write##TYPEC##Scalar(THFile *self, TYPE scalar) \ - { \ - THFile_write##TYPEC##Raw(self, &scalar, 1); \ - } - -IMPLEMENT_THFILE_SCALAR(Byte, unsigned char) -IMPLEMENT_THFILE_SCALAR(Char, char) -IMPLEMENT_THFILE_SCALAR(Short, short) -IMPLEMENT_THFILE_SCALAR(Int, int) -IMPLEMENT_THFILE_SCALAR(Long, int64) -IMPLEMENT_THFILE_SCALAR(Float, float) -IMPLEMENT_THFILE_SCALAR(Double, double) - -/* -#define IMPLEMENT_THFILE_STORAGE(TYPEC, TYPE) \ - long THFile_read##TYPEC(THFile *self, TH##TYPEC##Storage *storage) \ - { \ - return THFile_read##TYPEC##Raw(self, storage->data, storage->size); \ - } \ - \ - long THFile_write##TYPEC(THFile *self, TH##TYPEC##Storage *storage) \ - { \ - return THFile_write##TYPEC##Raw(self, storage->data, storage->size); \ - } - -IMPLEMENT_THFILE_STORAGE(Byte, unsigned char) -IMPLEMENT_THFILE_STORAGE(Char, char) -IMPLEMENT_THFILE_STORAGE(Short, short) -IMPLEMENT_THFILE_STORAGE(Int, int) -IMPLEMENT_THFILE_STORAGE(Long, long) -IMPLEMENT_THFILE_STORAGE(Float, float) -IMPLEMENT_THFILE_STORAGE(Double, double) -*/ - -} -#endif diff --git a/modules/dnn/src/torch/THFile.h b/modules/dnn/src/torch/THFile.h deleted file mode 100644 index de362150f..000000000 --- a/modules/dnn/src/torch/THFile.h +++ /dev/null @@ -1,90 +0,0 @@ -#ifndef TH_FILE_INC -#define TH_FILE_INC - -//#include "THStorage.h" -#if defined(ENABLE_TORCH_IMPORTER) && ENABLE_TORCH_IMPORTER -#include "THGeneral.h" -#include "opencv2/core/hal/interface.h" - -typedef struct THFile__ THFile; - -TH_API int THFile_isOpened(THFile *self); -TH_API int THFile_isQuiet(THFile *self); -TH_API int THFile_isReadable(THFile *self); -TH_API int THFile_isWritable(THFile *self); -TH_API int THFile_isBinary(THFile *self); -TH_API int THFile_isAutoSpacing(THFile *self); -TH_API int THFile_hasError(THFile *self); - -TH_API void THFile_binary(THFile *self); -TH_API void THFile_ascii(THFile *self); -TH_API void THFile_autoSpacing(THFile *self); -TH_API void THFile_noAutoSpacing(THFile *self); -TH_API void THFile_quiet(THFile *self); -TH_API void THFile_pedantic(THFile *self); -TH_API void THFile_clearError(THFile *self); - -/* scalar */ -TH_API unsigned char THFile_readByteScalar(THFile *self); -TH_API char THFile_readCharScalar(THFile *self); -TH_API short THFile_readShortScalar(THFile *self); -TH_API int THFile_readIntScalar(THFile *self); -TH_API int64 THFile_readLongScalar(THFile *self); -TH_API float THFile_readFloatScalar(THFile *self); -TH_API double THFile_readDoubleScalar(THFile *self); - -TH_API void THFile_writeByteScalar(THFile *self, unsigned char scalar); -TH_API void THFile_writeCharScalar(THFile *self, char scalar); -TH_API void THFile_writeShortScalar(THFile *self, short scalar); -TH_API void THFile_writeIntScalar(THFile *self, int scalar); -TH_API void THFile_writeLongScalar(THFile *self, int64 scalar); -TH_API void THFile_writeFloatScalar(THFile *self, float scalar); -TH_API void THFile_writeDoubleScalar(THFile *self, double scalar); - -/* storage */ -/* -TH_API long THFile_readByte(THFile *self, THByteStorage *storage); -TH_API long THFile_readChar(THFile *self, THCharStorage *storage); -TH_API long THFile_readShort(THFile *self, THShortStorage *storage); -TH_API long THFile_readInt(THFile *self, THIntStorage *storage); -TH_API long THFile_readLong(THFile *self, THLongStorage *storage); -TH_API long THFile_readFloat(THFile *self, THFloatStorage *storage); -TH_API long THFile_readDouble(THFile *self, THDoubleStorage *storage); - -TH_API long THFile_writeByte(THFile *self, THByteStorage *storage); -TH_API long THFile_writeChar(THFile *self, THCharStorage *storage); -TH_API long THFile_writeShort(THFile *self, THShortStorage *storage); -TH_API long THFile_writeInt(THFile *self, THIntStorage *storage); -TH_API long THFile_writeLong(THFile *self, THLongStorage *storage); -TH_API long THFile_writeFloat(THFile *self, THFloatStorage *storage); -TH_API long THFile_writeDouble(THFile *self, THDoubleStorage *storage); -*/ - -/* raw */ -TH_API long THFile_readByteRaw(THFile *self, unsigned char *data, long n); -TH_API long THFile_readCharRaw(THFile *self, char *data, long n); -TH_API long THFile_readShortRaw(THFile *self, short *data, long n); -TH_API long THFile_readIntRaw(THFile *self, int *data, long n); -TH_API long THFile_readLongRaw(THFile *self, int64 *data, long n); -TH_API long THFile_readFloatRaw(THFile *self, float *data, long n); -TH_API long THFile_readDoubleRaw(THFile *self, double *data, long n); -TH_API long THFile_readStringRaw(THFile *self, const char *format, char **str_); /* you must deallocate str_ */ - -TH_API long THFile_writeByteRaw(THFile *self, unsigned char *data, long n); -TH_API long THFile_writeCharRaw(THFile *self, char *data, long n); -TH_API long THFile_writeShortRaw(THFile *self, short *data, long n); -TH_API long THFile_writeIntRaw(THFile *self, int *data, long n); -TH_API long THFile_writeLongRaw(THFile *self, int64 *data, long n); -TH_API long THFile_writeFloatRaw(THFile *self, float *data, long n); -TH_API long THFile_writeDoubleRaw(THFile *self, double *data, long n); -TH_API long THFile_writeStringRaw(THFile *self, const char *str, long size); - -TH_API void THFile_synchronize(THFile *self); -TH_API void THFile_seek(THFile *self, long position); -TH_API void THFile_seekEnd(THFile *self); -TH_API long THFile_position(THFile *self); -TH_API void THFile_close(THFile *self); -TH_API void THFile_free(THFile *self); - -#endif //defined(ENABLE_TORCH_IMPORTER) && ENABLE_TORCH_IMPORTER -#endif //TH_FILE_INC diff --git a/modules/dnn/src/torch/THFilePrivate.h b/modules/dnn/src/torch/THFilePrivate.h deleted file mode 100644 index dbef9f745..000000000 --- a/modules/dnn/src/torch/THFilePrivate.h +++ /dev/null @@ -1,43 +0,0 @@ -struct THFile__ -{ - struct THFileVTable *vtable; - - int isQuiet; - int isReadable; - int isWritable; - int isBinary; - int isAutoSpacing; - int hasError; -}; - -/* virtual table definition */ - -struct THFileVTable -{ - int (*isOpened)(THFile *self); - - long (*readByte)(THFile *self, unsigned char *data, long n); - long (*readChar)(THFile *self, char *data, long n); - long (*readShort)(THFile *self, short *data, long n); - long (*readInt)(THFile *self, int *data, long n); - long (*readLong)(THFile *self, int64 *data, long n); - long (*readFloat)(THFile *self, float *data, long n); - long (*readDouble)(THFile *self, double *data, long n); - long (*readString)(THFile *self, const char *format, char **str_); - - long (*writeByte)(THFile *self, unsigned char *data, long n); - long (*writeChar)(THFile *self, char *data, long n); - long (*writeShort)(THFile *self, short *data, long n); - long (*writeInt)(THFile *self, int *data, long n); - long (*writeLong)(THFile *self, int64 *data, long n); - long (*writeFloat)(THFile *self, float *data, long n); - long (*writeDouble)(THFile *self, double *data, long n); - long (*writeString)(THFile *self, const char *str, long size); - - void (*synchronize)(THFile *self); - void (*seek)(THFile *self, long position); - void (*seekEnd)(THFile *self); - long (*position)(THFile *self); - void (*close)(THFile *self); - void (*free)(THFile *self); -}; diff --git a/modules/dnn/src/torch/THGeneral.cpp b/modules/dnn/src/torch/THGeneral.cpp deleted file mode 100644 index 1bf0b4f89..000000000 --- a/modules/dnn/src/torch/THGeneral.cpp +++ /dev/null @@ -1,256 +0,0 @@ -#if defined(ENABLE_TORCH_IMPORTER) && ENABLE_TORCH_IMPORTER -#include - -#if defined(TH_DISABLE_HEAP_TRACKING) -#elif (defined(__unix) || defined(_WIN32)) -#include -#elif defined(__APPLE__) -#include -#endif - -#include "THGeneral.h" - -extern "C" -{ - -#ifndef TH_HAVE_THREAD -#define __thread -#endif - -/* Torch Error Handling */ -static void defaultTorchErrorHandlerFunction(const char *msg, void*) -{ - CV_Error(cv::Error::StsError, cv::String("Torch Error: ") + msg); -} - -static __thread void (*torchErrorHandlerFunction)(const char *msg, void *data) = defaultTorchErrorHandlerFunction; -static __thread void *torchErrorHandlerData; - -void _THError(const char *file, const int line, const char *fmt, ...) -{ - char msg[2048]; - va_list args; - - /* vasprintf not standard */ - /* vsnprintf: how to handle if does not exists? */ - va_start(args, fmt); - int n = vsnprintf(msg, 2048, fmt, args); - va_end(args); - - if(n < 2048) { - snprintf(msg + n, 2048 - n, " at %s:%d", file, line); - } - - (*torchErrorHandlerFunction)(msg, torchErrorHandlerData); -} - -void _THAssertionFailed(const char *file, const int line, const char *exp, const char *fmt, ...) { - char msg[1024]; - va_list args; - va_start(args, fmt); - vsnprintf(msg, 1024, fmt, args); - va_end(args); - _THError(file, line, "Assertion `%s' failed. %s", exp, msg); -} - -void THSetErrorHandler( void (*torchErrorHandlerFunction_)(const char *msg, void *data), void *data ) -{ - if(torchErrorHandlerFunction_) - torchErrorHandlerFunction = torchErrorHandlerFunction_; - else - torchErrorHandlerFunction = defaultTorchErrorHandlerFunction; - torchErrorHandlerData = data; -} - -/* Torch Arg Checking Handling */ -static void defaultTorchArgErrorHandlerFunction(int argNumber, const char *msg, void*) -{ - if(msg) - CV_Error(cv::Error::StsError, cv::format("Torch invalid argument %d: %s", argNumber, msg)); - else - CV_Error(cv::Error::StsError, cv::format("Invalid argument %d", argNumber)); -} - -static __thread void (*torchArgErrorHandlerFunction)(int argNumber, const char *msg, void *data) = defaultTorchArgErrorHandlerFunction; -static __thread void *torchArgErrorHandlerData; - -void _THArgCheck(const char *file, int line, int condition, int argNumber, const char *fmt, ...) -{ - if(!condition) { - char msg[2048]; - va_list args; - - /* vasprintf not standard */ - /* vsnprintf: how to handle if does not exists? */ - va_start(args, fmt); - int n = vsnprintf(msg, 2048, fmt, args); - va_end(args); - - if(n < 2048) { - snprintf(msg + n, 2048 - n, " at %s:%d", file, line); - } - - (*torchArgErrorHandlerFunction)(argNumber, msg, torchArgErrorHandlerData); - } -} - -void THSetArgErrorHandler( void (*torchArgErrorHandlerFunction_)(int argNumber, const char *msg, void *data), void *data ) -{ - if(torchArgErrorHandlerFunction_) - torchArgErrorHandlerFunction = torchArgErrorHandlerFunction_; - else - torchArgErrorHandlerFunction = defaultTorchArgErrorHandlerFunction; - torchArgErrorHandlerData = data; -} - -static __thread void (*torchGCFunction)(void *data) = NULL; -static __thread void *torchGCData; -static __thread long torchHeapSize = 0; -static __thread long torchHeapSizeSoftMax = 300000000; // 300MB, adjusted upward dynamically - -/* Optional hook for integrating with a garbage-collected frontend. - * - * If torch is running with a garbage-collected frontend (e.g. Lua), - * the GC isn't aware of TH-allocated memory so may not know when it - * needs to run. These hooks trigger the GC to run in two cases: - * - * (1) When a memory allocation (malloc, realloc, ...) fails - * (2) When the total TH-allocated memory hits a dynamically-adjusted - * soft maximum. - */ -void THSetGCHandler( void (*torchGCFunction_)(void *data), void *data ) -{ - torchGCFunction = torchGCFunction_; - torchGCData = data; -} - -static long getAllocSize(void *ptr) { -#if defined(TH_DISABLE_HEAP_TRACKING) - return 0; -#elif defined(__unix) - return malloc_usable_size(ptr); -#elif defined(__APPLE__) - return malloc_size(ptr); -#elif defined(_WIN32) - return _msize(ptr); -#else - return 0; -#endif -} - -/* (1) if the torch-allocated heap size exceeds the soft max, run GC - * (2) if post-GC heap size exceeds 80% of the soft max, increase the - * soft max by 40% - */ -static void maybeTriggerGC() { - if(torchGCFunction && torchHeapSize > torchHeapSizeSoftMax) { - torchGCFunction(torchGCData); - if(torchHeapSize > torchHeapSizeSoftMax * 0.8) { - torchHeapSizeSoftMax = torchHeapSizeSoftMax * 1.4; - } - } -} - -// hooks into the TH heap tracking -void THHeapUpdate(long size) { - torchHeapSize += size; - if (size > 0) - maybeTriggerGC(); -} - -static void* THAllocInternal(long size) -{ - void *ptr; - - if (size > 5120) - { -#if (defined(__unix) || defined(__APPLE__)) && (!defined(DISABLE_POSIX_MEMALIGN)) - if (posix_memalign(&ptr, 64, size) != 0) - ptr = NULL; -/* -#elif defined(_WIN32) - ptr = _aligned_malloc(size, 64); -*/ -#else - ptr = malloc(size); -#endif - } - else - { - ptr = malloc(size); - } - - THHeapUpdate(getAllocSize(ptr)); - return ptr; -} - -void* THAlloc(long size) -{ - void *ptr; - - if(size < 0) - THError("$ Torch: invalid memory size -- maybe an overflow?"); - - if(size == 0) - return NULL; - - ptr = THAllocInternal(size); - - if(!ptr && torchGCFunction) { - torchGCFunction(torchGCData); - ptr = THAllocInternal(size); - } - - if(!ptr) - THError("$ Torch: not enough memory: you tried to allocate %dGB. Buy new RAM!", size/1073741824); - - return ptr; -} - -void* THRealloc(void *ptr, long size) -{ - if(!ptr) - return(THAlloc(size)); - - if(size == 0) - { - THFree(ptr); - return NULL; - } - - if(size < 0) - THError("$ Torch: invalid memory size -- maybe an overflow?"); - - THHeapUpdate(-getAllocSize(ptr)); - void *newptr = realloc(ptr, size); - - if(!newptr && torchGCFunction) { - torchGCFunction(torchGCData); - newptr = realloc(ptr, size); - } - THHeapUpdate(getAllocSize(newptr ? newptr : ptr)); - - if(!newptr) - THError("$ Torch: not enough memory: you tried to reallocate %dGB. Buy new RAM!", size/1073741824); - - return newptr; -} - -void THFree(void *ptr) -{ - THHeapUpdate(-getAllocSize(ptr)); - free(ptr); -} - -double THLog1p(const double x) -{ -#if (defined(_MSC_VER) || defined(__MINGW32__)) - volatile double y = 1 + x; - return log(y) - ((y-1)-x)/y ; /* cancels errors with IEEE arithmetic */ -#else - return log1p(x); -#endif -} - -} -#endif diff --git a/modules/dnn/src/torch/THGeneral.h b/modules/dnn/src/torch/THGeneral.h deleted file mode 100644 index 8d33ede38..000000000 --- a/modules/dnn/src/torch/THGeneral.h +++ /dev/null @@ -1,89 +0,0 @@ -#ifndef TH_GENERAL_INC -#define TH_GENERAL_INC - -#include -#include -#include -#include -#include -#include -#include -#include - -#ifdef __cplusplus -# define TH_EXTERNC extern "C" -#else -# define TH_EXTERNC extern -#endif - -#define TH_API TH_EXTERNC - -#define THInf DBL_MAX - -//#define TH_INLINE @TH_INLINE@ - -#ifndef __cplusplus -//#define inline @TH_INLINE@ -#endif - -#ifndef M_PI -# define M_PI 3.14159265358979323846 -#endif - -TH_API double THLog1p(const double x); -TH_API void _THError(const char *file, const int line, const char *fmt, ...); -TH_API void _THAssertionFailed(const char *file, const int line, const char *exp, const char *fmt, ...); -TH_API void THSetErrorHandler( void (*torchErrorHandlerFunction)(const char *msg, void *data), void *data ); -TH_API void _THArgCheck(const char *file, int line, int condition, int argNumber, const char *fmt, ...); -TH_API void THSetArgErrorHandler( void (*torchArgErrorHandlerFunction)(int argNumber, const char *msg, void *data), void *data ); -TH_API void* THAlloc(long size); -TH_API void* THRealloc(void *ptr, long size); -TH_API void THFree(void *ptr); -TH_API void THSetGCHandler( void (*torchGCHandlerFunction)(void *data), void *data ); -// this hook should only be called by custom allocator functions -TH_API void THHeapUpdate(long size); - -#define THError(...) _THError(__FILE__, __LINE__, __VA_ARGS__) -#define THArgCheck(...) _THArgCheck(__FILE__, __LINE__, __VA_ARGS__) -#define THAssert(exp) \ -do { \ - if (!(exp)) { \ - _THAssertionFailed(__FILE__, __LINE__, #exp, ""); \ - } \ -} while(0) -#define THAssertMsg(exp, ...) \ -do { \ - if (!(exp)) { \ - _THAssertionFailed(__FILE__, __LINE__, #exp, __VA_ARGS__); \ - } \ -} while(0) - -#define TH_CONCAT_STRING_2(x,y) TH_CONCAT_STRING_2_EXPAND(x,y) -#define TH_CONCAT_STRING_2_EXPAND(x,y) #x #y - -#define TH_CONCAT_STRING_3(x,y,z) TH_CONCAT_STRING_3_EXPAND(x,y,z) -#define TH_CONCAT_STRING_3_EXPAND(x,y,z) #x #y #z - -#define TH_CONCAT_STRING_4(x,y,z,w) TH_CONCAT_STRING_4_EXPAND(x,y,z,w) -#define TH_CONCAT_STRING_4_EXPAND(x,y,z,w) #x #y #z #w - -#define TH_CONCAT_2(x,y) TH_CONCAT_2_EXPAND(x,y) -#define TH_CONCAT_2_EXPAND(x,y) x ## y - -#define TH_CONCAT_3(x,y,z) TH_CONCAT_3_EXPAND(x,y,z) -#define TH_CONCAT_3_EXPAND(x,y,z) x ## y ## z - -#define TH_CONCAT_4_EXPAND(x,y,z,w) x ## y ## z ## w -#define TH_CONCAT_4(x,y,z,w) TH_CONCAT_4_EXPAND(x,y,z,w) - -#define THMin(X, Y) ((X) < (Y) ? (X) : (Y)) -#define THMax(X, Y) ((X) > (Y) ? (X) : (Y)) - -#if (defined(_MSC_VER) || defined(__MINGW32__)) -# define log1p(x) THLog1p(x) -#define snprintf _snprintf -#define popen _popen -#define pclose _pclose -#endif - -#endif diff --git a/modules/dnn/src/torch/torch_importer.cpp b/modules/dnn/src/torch/torch_importer.cpp deleted file mode 100644 index 02e936d31..000000000 --- a/modules/dnn/src/torch/torch_importer.cpp +++ /dev/null @@ -1,1025 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -#include "../precomp.hpp" -#include -#include -#include -#include -#include -#include - -namespace cv { -namespace dnn { -#if defined(ENABLE_TORCH_IMPORTER) && ENABLE_TORCH_IMPORTER -#include "THDiskFile.h" - -//#ifdef NDEBUG -static bool dbgPrint = false; -//#else -//static bool dbgPrint = true; -//#endif - -enum LuaType -{ - TYPE_NIL = 0, - TYPE_NUMBER = 1, - TYPE_STRING = 2, - TYPE_TABLE = 3, - TYPE_TORCH = 4, - TYPE_BOOLEAN = 5, - TYPE_FUNCTION = 6, - TYPE_RECUR_FUNCTION = 8, - LEGACY_TYPE_RECUR_FUNCTION = 7 -}; - -template -static String toString(const T &v) -{ - std::ostringstream ss; - ss << v; - return ss.str(); -} - -static inline bool startsWith(const String &str, const char *substr) -{ - return str.find(substr) == 0; -} - -static inline bool endsWith(const String &str, const char *substr) -{ - return str.rfind(substr) == str.length() - strlen(substr); -} - -struct TorchImporter : public ::cv::dnn::Importer -{ - typedef std::map > TensorsMap; - Net net; - - THFile *file; - std::set readedIndexes; - std::map storages; - std::map tensors; - - struct Module - { - String thName, apiType; - dnn::LayerParams params; - std::vector > modules; - - Module(const String &_thName, const String &_apiType = String()) - : thName(_thName), apiType(_apiType) {} - }; - - Module *rootModule; - Module *curModule; - int moduleCounter; - - TorchImporter(String filename, bool isBinary) - { - rootModule = curModule = NULL; - moduleCounter = 0; - - file = THDiskFile_new(filename.c_str(), "r", 0); - CV_Assert(file && THFile_isOpened(file)); - - if (isBinary) - THFile_binary(file); - else - THFile_ascii(file); - } - - /* Simple readers */ - - inline int readInt() - { - return THFile_readIntScalar(file); - } - - inline long readLong() - { - return THFile_readLongScalar(file); - } - - inline bool readBool() - { - return readInt() != 0; - } - - inline double readDouble() - { - return THFile_readDoubleScalar(file); - } - - inline String readString() - { - int size = THFile_readIntScalar(file); - String str(size, '\0'); - THFile_readCharRaw(file, const_cast(str.c_str()), size); - return str; - } - - inline String readTorchClassName() - { - String version = readString(); - return startsWith(version, "V ") ? readString() : version; - } - - inline void readFunction() - { - readString(); - readObject(); - } - - void readTable(int index = -1) - { - index = (index < 0) ? readInt() : index; - - if (readedIndexes.count(index)) - return; - - readedIndexes.insert(index); - - int size = readInt(); - - for (int i = 0; i < size; i++) - { - readObject(); //key - readObject(); //value - } - } - - /* Special readers */ - - static inline int parseTorchType(const String &str, const char *suffix, const char *prefix = "torch.") - { - if (startsWith(str, prefix) && endsWith(str, suffix)) - { - String typeStr = str.substr(strlen(prefix), str.length() - strlen(prefix) - strlen(suffix)); - - if (typeStr == "Double") - return CV_64F; - else if (typeStr == "Float" || typeStr == "Cuda") - return CV_32F; - else if (typeStr == "Byte") - return CV_8U; - else if (typeStr == "Char") - return CV_8S; - else if (typeStr == "Short") - return CV_16S; - else if (typeStr == "Int") - return CV_32S; - else if (typeStr == "Long") //Carefully! CV_64S type coded as CV_USRTYPE1 - return CV_USRTYPE1; - else - CV_Error(Error::StsNotImplemented, "Unknown type \"" + typeStr + "\" of torch class \"" + str + "\""); - } - - return -1; - } - - static int parseTensorType(const String &className) - { - return parseTorchType(className, "Tensor"); - } - - static int parseStorageType(const String &className) - { - return parseTorchType(className, "Storage"); - } - - void readTorchStorage(int index, int type = -1) - { - long size = readLong(); - Mat storageMat(1, size, (type != CV_USRTYPE1) ? type : CV_64F); //handle LongStorage as CV_64F Mat - - switch (type) - { - case CV_32F: - THFile_readFloatRaw(file, (float*)storageMat.data, size); - break; - case CV_64F: - THFile_readDoubleRaw(file, (double*)storageMat.data, size); - break; - case CV_8S: - case CV_8U: - THFile_readByteRaw(file, (uchar*)storageMat.data, size); - break; - case CV_16S: - case CV_16U: - THFile_readShortRaw(file, (short*)storageMat.data, size); - break; - case CV_32S: - THFile_readIntRaw(file, (int*)storageMat.data, size); - break; - case CV_USRTYPE1: - { - double *buf = storageMat.ptr(); - THFile_readLongRaw(file, (int64*)buf, size); - - for (size_t i = (size_t)size; i-- > 0; ) - buf[i] = ((int64*)buf)[i]; - } - break; - default: - CV_Error(Error::StsInternal, ""); - break; - } - - storages.insert(std::make_pair(index, storageMat)); - } - - void readTorchTable(Dict &scalarParams, TensorsMap &tensorParams) - { - int luaType = readInt(); - int index = readInt(); - - CV_Assert(luaType == TYPE_TABLE && readedIndexes.count(index) == 0); - readedIndexes.insert(index); - - long fpos; - int numPairs = readInt(); - - for (int i = 0; i < numPairs; i++) - { - fpos = THFile_position(file); - int ktype = readInt(); - - if (ktype != TYPE_STRING) //skip non-string fileds - { - THFile_seek(file, fpos); - readObject(); //key - readObject(); //value - continue; - } - - String key = readString(); - if (dbgPrint) - std::cout << i << "th key: " << key << "\n"; - - fpos = THFile_position(file); - int vtype = readInt(); - - if (vtype == TYPE_TORCH) - { - int index = readInt(); - readTorchObject(index); - - if (tensors.count(index)) //tensor was readed - { - tensorParams.insert(std::make_pair(key, std::make_pair(index, tensors[index]))); - } - else if (storages.count(index)) //storage was readed - { - Mat &matStorage = storages[index]; - Mat matCasted; - matStorage.convertTo(matCasted, CV_64F); - - DictValue scalar = DictValue::arrayReal(matCasted.ptr(), matCasted.total()); - scalarParams.set(key, scalar); - } - } - else if (vtype == TYPE_NUMBER) - { - scalarParams.set(key, readDouble()); - } - else if (vtype == TYPE_STRING) - { - scalarParams.set(key, readString()); - } - else if (vtype == TYPE_BOOLEAN) - { - scalarParams.set(key, readBool()); - } - else - { - THFile_seek(file, fpos); - readObject(); - } - } - - //Debug output - if (dbgPrint) - { - std::cout << "scalarParams:\n"; - std::cout << scalarParams; - - std::cout << "#" << tensorParams.size() << " tensorParams:\n"; - std::map >::const_iterator it; - for (it = tensorParams.begin(); it != tensorParams.end(); it++) - std::cout << it->first << ": Tensor " << it->second.second.size << "\n"; - } - } - - void readTorchTensor(int indexTensor, int typeTensor) - { - int ndims = readInt(); - AutoBuffer sizes(ndims); - AutoBuffer steps(ndims); - THFile_readLongRaw(file, sizes, ndims); - THFile_readLongRaw(file, steps, ndims); - long offset = readLong() - 1; - - //read Storage - int typeidx = readInt(); - CV_Assert(typeidx == TYPE_TORCH || (typeidx == TYPE_NIL && ndims == 0)); - - if (typeidx == TYPE_NIL) - { - tensors.insert(std::make_pair(indexTensor, Mat())); - return; - } - - int indexStorage = readInt(); - if (readedIndexes.count(indexStorage) == 0) - { - String className = readTorchClassName(); - int typeStorage = parseStorageType(className); - CV_Assert(typeStorage >= 0 && typeTensor == typeStorage); - readTorchStorage(indexStorage, typeStorage); - typeTensor = storages[indexStorage].type(); - readedIndexes.insert(indexStorage); - } - - //small check - size_t requireElems = (size_t)offset + (size_t)steps[0] * (size_t)sizes[0]; - size_t storageElems = storages[indexStorage].total(); - if (requireElems > storageElems) - CV_Error(Error::StsBadSize, "Storage has insufficent number of elemements for requested Tensor"); - - //convert sizes - AutoBuffer isizes(ndims); - AutoBuffer ssteps(ndims); - for (int i = ndims - 1; i >= 0; i--) - { - isizes[i] = (int)sizes[i]; - ssteps[i] = (size_t)steps[i] * CV_ELEM_SIZE(typeTensor); - } - - //allocate Blob - Mat srcMat(ndims, (int*)isizes, typeTensor , storages[indexStorage].ptr() + offset*CV_ELEM_SIZE(typeTensor), (size_t*)ssteps); - int dstType = CV_32F; - - Mat blob; - srcMat.convertTo(blob, dstType); - - tensors.insert(std::make_pair(indexTensor, blob)); - } - - static bool isNNClass(const String &className, String &nnName) - { - const char *prefixes[] = {"nn.", "cunn.", "cudnn.", "fbcunn.", NULL}; - - for (int i = 0; prefixes[i]; i++) - { - if (startsWith(className, prefixes[i])) - { - nnName = className.substr(strlen(prefixes[i])); - return true; - } - } - - return false; - } - - static void convertTorchKernelsParams(const Dict &torchParams, cv::dnn::LayerParams &layerParams) - { - layerParams.set("kernel_h", torchParams.get("kH")); - layerParams.set("kernel_w", torchParams.get("kW")); - layerParams.set("stride_h", torchParams.get("dH")); - layerParams.set("stride_w", torchParams.get("dW")); - layerParams.set("pad_h", torchParams.get("padH", 0)); - layerParams.set("pad_w", torchParams.get("padW", 0)); - } - - void readTorchObject(int index) - { - if(readedIndexes.count(index)) - return; - - String className = readTorchClassName(); - String nnName; - - if (dbgPrint) - std::cout << "Class: " << className << std::endl; - - int type; - if ( (type = parseTensorType(className)) >= 0 ) //is Tensor - { - readTorchTensor(index, type); - } - else if ( (type = parseStorageType(className)) >= 0 ) //is Storage - { - readTorchStorage(index, type); - } - else if (isNNClass(className, nnName)) - { - Dict scalarParams; - TensorsMap tensorParams; - - cv::Ptr newModule(new Module(nnName)); - cv::dnn::LayerParams &layerParams = newModule->params; - - layerParams.set("torch_index", index); - - if (nnName == "Sequential" || nnName == "Parallel" || - nnName == "Concat" || nnName == "ConcatTable" || nnName == "JoinTable") - { - Module *parentModule = curModule; - curModule->modules.push_back(newModule); - curModule = newModule; - readTorchTable(scalarParams, tensorParams); - curModule = parentModule; - - if (nnName == "Parallel") - { - layerParams.set("inputDimension", scalarParams.get("inputDimension")); - layerParams.set("outputDimension", scalarParams.get("outputDimension")); - } - if (nnName == "Concat") - { - layerParams.set("dimension", scalarParams.get("dimension")); - } - if (nnName == "JoinTable") - { - layerParams.set("dimension", scalarParams.get("dimension")); - } - } - else if (nnName == "SpatialConvolution") - { - newModule->apiType = "Convolution"; - readTorchTable(scalarParams, tensorParams); - - CV_Assert(tensorParams.count("weight")); - layerParams.blobs.push_back(tensorParams["weight"].second); - - bool bias = tensorParams.count("bias") != 0; - layerParams.set("bias_term", bias); - if (bias) - layerParams.blobs.push_back(tensorParams["bias"].second); - - layerParams.set("num_output", scalarParams.get("nOutputPlane")); - convertTorchKernelsParams(scalarParams, layerParams); - - curModule->modules.push_back(newModule); - } - else if (nnName == "SpatialMaxPooling" || nnName == "SpatialAveragePooling") - { - newModule->apiType = "Pooling"; - readTorchTable(scalarParams, tensorParams); - - if (nnName == "SpatialMaxPooling") { - layerParams.set("pool", "MAX"); - layerParams.set("indices_blob_id", tensorParams["indices"].first); - } - if (nnName == "SpatialAveragePooling") - layerParams.set("pool", "AVE"); - convertTorchKernelsParams(scalarParams, layerParams); - - curModule->modules.push_back(newModule); - } - else if (nnName == "Linear") - { - newModule->apiType = "InnerProduct"; - readTorchTable(scalarParams, tensorParams); - - CV_Assert(tensorParams.count("weight")); - Mat weightBlob = tensorParams["weight"].second; - layerParams.blobs.push_back(weightBlob); - - bool bias = tensorParams.count("bias") != 0; - if (bias) - layerParams.blobs.push_back(tensorParams["bias"].second); - layerParams.set("bias_term", bias); - - layerParams.set("num_output", weightBlob.size[0]); - curModule->modules.push_back(newModule); - } - else if (nnName == "Reshape") - { - newModule->apiType = "Reshape"; - - readTorchTable(scalarParams, tensorParams); - CV_Assert(scalarParams.has("size")); - - DictValue dimParam = scalarParams.get("size"); - layerParams.set("dim", dimParam); - - if (scalarParams.has("batchMode") && scalarParams.get("batchMode")) - layerParams.set("axis", 1); - - curModule->modules.push_back(newModule); - } - else if (nnName == "ReLU") - { - curModule->modules.push_back(cv::Ptr(new Module(nnName, "ReLU"))); - readObject(); - } - else if (nnName == "Tanh") - { - curModule->modules.push_back(cv::Ptr(new Module(nnName, "TanH"))); - readObject(); - } - else if (nnName == "Sigmoid") - { - curModule->modules.push_back(cv::Ptr(new Module(nnName, "Sigmoid"))); - readObject(); - } - else if (nnName == "SpatialBatchNormalization") - { - newModule->apiType = "BatchNorm"; - readTorchTable(scalarParams, tensorParams); - - CV_Assert(tensorParams.count("running_var") && - tensorParams.count("running_mean")); - layerParams.blobs.push_back(tensorParams["running_mean"].second); - layerParams.blobs.push_back(tensorParams["running_var"].second); - - CV_Assert(scalarParams.has("eps")); - float eps = float(scalarParams.get("eps")); - layerParams.set("eps", eps); - - if (tensorParams.count("weight")) - { - layerParams.set("has_weight", true); - layerParams.blobs.push_back(tensorParams["weight"].second); - } - - if (tensorParams.count("bias")) - { - layerParams.set("has_bias", true); - layerParams.blobs.push_back(tensorParams["bias"].second); - } - - curModule->modules.push_back(newModule); - } - else if (nnName == "PReLU") - { - readTorchTable(scalarParams, tensorParams); - - CV_Assert(tensorParams.count("weight")); - - size_t outputChannels = static_cast(scalarParams.get("nOutputPlane")); - if (outputChannels) { - - CV_Assert(tensorParams["weight"].second.total() == outputChannels); - layerParams.blobs.push_back(tensorParams["weight"].second); - - newModule->apiType = "ChannelsPReLU"; - } - else { - CV_Assert(tensorParams["weight"].second.total() == 1); - float negative_slope = *tensorParams["weight"].second.ptr(); - layerParams.set("negative_slope", negative_slope); - - newModule->apiType = "ReLU"; - } - - curModule->modules.push_back(newModule); - } - else if (nnName == "SpatialDropout") - { - readTorchTable(scalarParams, tensorParams); - CV_Assert(scalarParams.has("p")); - - float scale = 1 - scalarParams.get("p"); - - CV_Assert(scale > 0); - - newModule->apiType = "Power"; - layerParams.set("scale", scale); - curModule->modules.push_back(newModule); - } - else if (nnName == "Identity") - { - readTorchTable(scalarParams, tensorParams); - newModule->apiType = "Identity"; - curModule->modules.push_back(newModule); - } - else if (nnName == "Padding") - { - readTorchTable(scalarParams, tensorParams); - newModule->apiType = "Padding"; - - CV_Assert(scalarParams.has("pad") && - scalarParams.has("dim")); - - layerParams.set("padding_dim", - static_cast(scalarParams.get("dim") - 1)); - layerParams.set("padding", static_cast(scalarParams.get("pad"))); - - if (scalarParams.has("nInputDim")) - layerParams.set("input_dims", - static_cast(scalarParams.get("nInputDim"))); - - if (scalarParams.has("value")) - layerParams.set("value", scalarParams.get("value")); - - if (scalarParams.has("index")) - layerParams.set("index", - static_cast(scalarParams.get("index") - 1)); - - curModule->modules.push_back(newModule); - } - else if (nnName == "CAddTable") - { - curModule->modules.push_back(newModule); - readObject(); - } - else if (nnName == "SpatialDilatedConvolution") - { - readTorchTable(scalarParams, tensorParams); - newModule->apiType = "Convolution"; - CV_Assert(scalarParams.has("padW") && - scalarParams.has("padH")&& - scalarParams.has("dW")&& - scalarParams.has("dH")&& - scalarParams.has("dilationW")&& - scalarParams.has("dilationH")&& - scalarParams.has("kW")&& - scalarParams.has("kH")&& - scalarParams.has("nOutputPlane")); - - layerParams.set("kernel_w", static_cast(scalarParams.get("kW"))); - layerParams.set("kernel_h", static_cast(scalarParams.get("kH"))); - layerParams.set("pad_w", static_cast(scalarParams.get("padW"))); - layerParams.set("pad_h", static_cast(scalarParams.get("padH"))); - layerParams.set("stride_w", static_cast(scalarParams.get("dW"))); - layerParams.set("stride_h", static_cast(scalarParams.get("dH"))); - layerParams.set("dilation_w", static_cast(scalarParams.get("dilationW"))); - layerParams.set("dilation_h", static_cast(scalarParams.get("dilationH"))); - layerParams.set("num_output", static_cast(scalarParams.get("nOutputPlane"))); - - layerParams.blobs.push_back(tensorParams["weight"].second); - - bool bias = tensorParams.count("bias"); - layerParams.set("bias_term", bias); - if (bias) - layerParams.blobs.push_back(tensorParams["bias"].second); - - curModule->modules.push_back(newModule); - } - else if (nnName == "SpatialFullConvolution") - { - readTorchTable(scalarParams, tensorParams); - newModule->apiType = "Deconvolution"; - CV_Assert(scalarParams.has("padW") && - scalarParams.has("padH")&& - scalarParams.has("dW")&& - scalarParams.has("dH")&& - scalarParams.has("adjW")&& - scalarParams.has("adjH")&& - scalarParams.has("kW")&& - scalarParams.has("kH")&& - scalarParams.has("nOutputPlane")); - - layerParams.set("kernel_w", static_cast(scalarParams.get("kW"))); - layerParams.set("kernel_h", static_cast(scalarParams.get("kH"))); - layerParams.set("pad_w", static_cast(scalarParams.get("padW"))); - layerParams.set("pad_h", static_cast(scalarParams.get("padH"))); - layerParams.set("stride_w", static_cast(scalarParams.get("dW"))); - layerParams.set("stride_h", static_cast(scalarParams.get("dH"))); - layerParams.set("adj_w", static_cast(scalarParams.get("adjW"))); - layerParams.set("adj_h", static_cast(scalarParams.get("adjH"))); - layerParams.set("num_output", static_cast(scalarParams.get("nOutputPlane"))); - - Mat weights = tensorParams["weight"].second; - CV_Assert(weights.dims == 4); - int reorderedShape[] = { weights.size[1], weights.size[0], weights.size[2], weights.size[3] }; - layerParams.blobs.push_back(weights.reshape(1, 4, reorderedShape)); - - bool bias = tensorParams.count("bias"); - layerParams.set("bias_term", bias); - if (bias) - layerParams.blobs.push_back(tensorParams["bias"].second); - - curModule->modules.push_back(newModule); - } - else if (nnName == "SpatialMaxUnpooling") - { - readTorchTable(scalarParams, tensorParams); - CV_Assert(tensorParams.count("indices")); - - layerParams.set("indices_blob_id", tensorParams["indices"].first); - curModule->modules.push_back(newModule); - } - else if (nnName == "SoftMax") - { - newModule->apiType = "SoftMax"; - curModule->modules.push_back(newModule); - } - else if (nnName == "LogSoftMax") - { - newModule->apiType = "SoftMax"; - layerParams.set("log_softmax", true); - curModule->modules.push_back(newModule); - } - else - { - CV_Error(Error::StsNotImplemented, "Unknown nn class \"" + className + "\""); - } - } - else - { - CV_Error(Error::StsNotImplemented, "Unsupported Torch class \"" + className + "\""); - } - - readedIndexes.insert(index); - } - - void readObject() - { - int typeidx = readInt(); - - if (typeidx == TYPE_TORCH) - { - int index = readInt(); - readTorchObject(index); - readedIndexes.insert(index); - } - else if (typeidx == TYPE_NIL) - return; - else if (typeidx == TYPE_NUMBER) - readDouble(); - else if (typeidx == TYPE_BOOLEAN) - readBool(); - else if (typeidx == TYPE_STRING) - readString(); - else if (typeidx == TYPE_TABLE) - readTable(); - else - CV_Error(Error::StsNotImplemented, "Unsupported Lua type"); - } - - inline String generateLayerName(const String &label = String()) - { - return "l" + toString(++this->moduleCounter) + "_" + label; - } - - int fill(Module *module, std::vector >& addedModules, int prevLayerId = 0, int prevOutNum = 0) - { - if (module == NULL) - return prevLayerId; - - if (module->apiType.length()) - { - int newLayerId = net.addLayer(generateLayerName(module->apiType), module->apiType, module->params); - net.connect(prevLayerId, prevOutNum, newLayerId, 0); - addedModules.push_back(std::make_pair(newLayerId, module)); - return newLayerId; - } - else - { - if (module->thName == "Sequential") - { - for (size_t i = 0; i < module->modules.size(); i++) - { - prevLayerId = fill(module->modules[i], addedModules, prevLayerId, prevOutNum); - prevOutNum = 0; - } - return prevLayerId; - } - else if (module->thName == "Concat") - { - int newId, splitId, mergeId; - LayerParams mergeParams, splitParams; - mergeParams.set("axis", module->params.get("dimension") - 1); - - splitId = net.addLayer(generateLayerName("torchSplit"), "Split", splitParams); - net.connect(prevLayerId, prevOutNum, splitId, 0); - - std::vector branchIds; - for (int i = 0; i < (int)module->modules.size(); i++) - { - newId = fill(module->modules[i], addedModules, splitId, i); - branchIds.push_back(newId); - } - - mergeId = net.addLayer(generateLayerName("torchMerge"), "Concat", mergeParams); - - for (int i = 0; i < branchIds.size(); i++) - { - net.connect(branchIds[i], 0, mergeId, i); - } - - addedModules.push_back(std::make_pair(mergeId, module)); - return mergeId; - } - else if (module->thName == "Parallel") - { - int newId, splitId, mergeId, reshapeId; - - LayerParams splitParams, mergeParams, reshapeParams; - splitParams.set("axis", module->params.get("inputDimension") - 1); - mergeParams.set("axis", module->params.get("outputDimension") - 1); - reshapeParams.set("axis", splitParams.get("axis")); - reshapeParams.set("num_axes", 1); - - splitId = net.addLayer(generateLayerName("torchSplit"), "Slice", splitParams); - reshapeId = net.addLayer(generateLayerName("torchReshape"), "Reshape", reshapeParams); - net.connect(prevLayerId, prevOutNum, splitId, 0); - - std::vector branchIds; - for (int i = 0; i < (int)module->modules.size(); i++) - { - net.connect(splitId, i, reshapeId, i); - newId = fill(module->modules[i], addedModules, reshapeId, i); - branchIds.push_back(newId); - } - - mergeId = net.addLayer(generateLayerName("torchMerge"), "Concat", mergeParams); - - for (int i = 0; i < branchIds.size(); i++) - { - net.connect(branchIds[i], 0, mergeId, i); - } - - addedModules.push_back(std::make_pair(mergeId, module)); - return mergeId; - } - else if (module->thName == "ConcatTable") { - int newId, splitId; - LayerParams splitParams; - - splitId = net.addLayer(generateLayerName("torchSplit"), "Split", splitParams); - net.connect(prevLayerId, prevOutNum, splitId, 0); - - addedModules.push_back(std::make_pair(splitId, module)); - - for (int i = 0; i < (int)module->modules.size(); i++) - { - newId = fill(module->modules[i], addedModules, splitId, i); - } - - return newId; - } - else if (module->thName == "JoinTable") { - std::vector ids = net.getUnconnectedOutLayers(); - - int mergeId; - LayerParams mergeParams; - mergeParams.set("axis", module->params.get("dimension") - 1); - - mergeId = net.addLayer(generateLayerName("torchMerge"), "Concat", mergeParams); - addedModules.push_back(std::make_pair(mergeId, module)); - - for (int i = 0; i < ids.size(); i++) - { - net.connect(ids[i], 0, mergeId, i); - } - - return mergeId; - } - else if (module->thName == "CAddTable") { - String name = generateLayerName("torchCAddTable"); - std::vector ids = net.getUnconnectedOutLayers(); - LayerParams params; - params.set("operation", "sum"); - - - int id = net.addLayer(name, "Eltwise", params); - - for (int i = 0; i < ids.size(); i++) - { - net.connect(ids[i], 0, id, i); - } - - addedModules.push_back(std::make_pair(id, module)); - return id; - } - else if (module->thName == "SpatialMaxUnpooling") { - CV_Assert(module->params.has("indices_blob_id")); - int indicesBlobId = module->params.get("indices_blob_id"); - std::pair poolingLayer; - poolingLayer.first = -1; - - for(int i = 0; i < addedModules.size(); i++) - { - if (addedModules[i].second->apiType == "Pooling" && - addedModules[i].second->params.has("indices_blob_id") && - addedModules[i].second->params.get("indices_blob_id") == indicesBlobId) - { - poolingLayer = addedModules[i]; - break; - } - } - - module->params.set("pool_k_h", poolingLayer.second->params.get("kernel_h")); - module->params.set("pool_k_w", poolingLayer.second->params.get("kernel_w")); - module->params.set("pool_stride_h", poolingLayer.second->params.get("stride_h")); - module->params.set("pool_stride_w", poolingLayer.second->params.get("stride_w")); - module->params.set("pool_pad_h", poolingLayer.second->params.get("pad_h")); - module->params.set("pool_pad_w", poolingLayer.second->params.get("pad_w")); - - String name = generateLayerName("torchMaxUnpooling"); - int id = net.addLayer(name, "MaxUnpool", module->params); - net.connect(prevLayerId, 0, id, 0); - - CV_Assert(poolingLayer.first != -1); - net.connect(poolingLayer.first, 1, id, 1); - - return id; - } - } - - CV_Error(Error::StsInternal, "Unexpected torch container: " + module->thName); - return -1; - } - - void populateNet(Net net_) - { - if (rootModule == NULL) - { - rootModule = new Module("Sequential"); - curModule = rootModule; - - THFile_seek(file, 0); - readObject(); - } - - net = net_; - std::vector > addedModules; - fill(rootModule, addedModules); - } -}; - -Ptr createTorchImporter(const String &filename, bool isBinary) -{ - return Ptr(new TorchImporter(filename, isBinary)); -} - - -Mat readTorchBlob(const String &filename, bool isBinary) -{ - Ptr importer(new TorchImporter(filename, isBinary)); - importer->readObject(); - CV_Assert(importer->tensors.size() == 1); - - return importer->tensors.begin()->second; -} - -#else - -Ptr createTorchImporter(const String&, bool) -{ - CV_Error(Error::StsNotImplemented, "Torch importer is disabled in current build"); - return Ptr(); -} - -Mat readTorchBlob(const String&, bool) -{ - CV_Error(Error::StsNotImplemented, "Torch importer is disabled in current build"); - return Mat(); -} - -#endif //defined(ENABLE_TORCH_IMPORTER) && ENABLE_TORCH_IMPORTER - -Net readNetFromTorch(const String &model, bool isBinary) -{ - Ptr importer = createTorchImporter(model, isBinary); - Net net; - if (importer) - importer->populateNet(net); - return net; -} - -} -} diff --git a/modules/dnn/test/cityscapes_semsegm_test_enet.py b/modules/dnn/test/cityscapes_semsegm_test_enet.py deleted file mode 100644 index e7e09d4ca..000000000 --- a/modules/dnn/test/cityscapes_semsegm_test_enet.py +++ /dev/null @@ -1,142 +0,0 @@ -import numpy as np -import sys -import os -import fnmatch -import argparse - -# sys.path.append('') -sys.path.append('/home/arrybn/build/opencv_w_contrib/lib') -try: - import cv2 as cv -except ImportError: - raise ImportError('Can\'t find opencv. If you\'ve built it from sources without installation, ' - 'uncomment the line before and insert there path to opencv_build_dir/lib dir') -try: - import torch -except ImportError: - raise ImportError('Can\'t find pytorch. Please intall it by following instructions on the official site') - -from torch.utils.serialization import load_lua -from pascal_semsegm_test_fcn import eval_segm_result, get_conf_mat, get_metrics, DatasetImageFetch, SemSegmEvaluation -from imagenet_cls_test_alexnet import Framework, DnnCaffeModel - - -class NormalizePreproc: - def __init__(self): - pass - - @staticmethod - def process(img): - image_data = np.array(img).transpose(2, 0, 1).astype(np.float32) - image_data = np.expand_dims(image_data, 0) - image_data /= 255.0 - return image_data - - -class CityscapesDataFetch(DatasetImageFetch): - img_dir = '' - segm_dir = '' - segm_files = [] - colors = [] - i = 0 - - def __init__(self, img_dir, segm_dir, preproc): - self.img_dir = img_dir - self.segm_dir = segm_dir - self.segm_files = sorted([img for img in self.locate('*_color.png', segm_dir)]) - self.colors = self.get_colors() - self.data_prepoc = preproc - self.i = 0 - - @staticmethod - def get_colors(): - result = [] - colors_list = ( - (0, 0, 0), (128, 64, 128), (244, 35, 232), (70, 70, 70), (102, 102, 156), (190, 153, 153), (153, 153, 153), - (250, 170, 30), (220, 220, 0), (107, 142, 35), (152, 251, 152), (70, 130, 180), (220, 20, 60), (255, 0, 0), - (0, 0, 142), (0, 0, 70), (0, 60, 100), (0, 80, 100), (0, 0, 230), (119, 11, 32)) - - for c in colors_list: - result.append(DatasetImageFetch.pix_to_c(c)) - return result - - def __iter__(self): - return self - - def next(self): - if self.i < len(self.segm_files): - segm_file = self.segm_files[self.i] - segm = cv.imread(segm_file, cv.IMREAD_COLOR)[:, :, ::-1] - segm = cv.resize(segm, (1024, 512), interpolation=cv.INTER_NEAREST) - - img_file = self.rreplace(self.img_dir + segm_file[len(self.segm_dir):], 'gtFine_color', 'leftImg8bit') - assert os.path.exists(img_file) - img = cv.imread(img_file, cv.IMREAD_COLOR)[:, :, ::-1] - img = cv.resize(img, (1024, 512)) - - self.i += 1 - gt = self.color_to_gt(segm, self.colors) - img = self.data_prepoc.process(img) - return img, gt - else: - self.i = 0 - raise StopIteration - - def get_num_classes(self): - return len(self.colors) - - @staticmethod - def locate(pattern, root_path): - for path, dirs, files in os.walk(os.path.abspath(root_path)): - for filename in fnmatch.filter(files, pattern): - yield os.path.join(path, filename) - - @staticmethod - def rreplace(s, old, new, occurrence=1): - li = s.rsplit(old, occurrence) - return new.join(li) - - -class TorchModel(Framework): - net = object - - def __init__(self, model_file): - self.net = load_lua(model_file) - - def get_name(self): - return 'Torch' - - def get_output(self, input_blob): - tensor = torch.FloatTensor(input_blob) - out = self.net.forward(tensor).numpy() - return out - - -class DnnTorchModel(DnnCaffeModel): - net = cv.dnn.Net() - - def __init__(self, model_file): - self.net = cv.dnn.readNetFromTorch(model_file) - - def get_output(self, input_blob): - self.net.setBlob("", input_blob) - self.net.forward() - return self.net.getBlob(self.net.getLayerNames()[-1]) - -if __name__ == "__main__": - parser = argparse.ArgumentParser() - parser.add_argument("--imgs_dir", help="path to Cityscapes validation images dir, imgsfine/leftImg8bit/val") - parser.add_argument("--segm_dir", help="path to Cityscapes dir with segmentation, gtfine/gtFine/val") - parser.add_argument("--model", help="path to torch model, download it here: " - "https://www.dropbox.com/sh/dywzk3gyb12hpe5/AAD5YkUa8XgMpHs2gCRgmCVCa") - parser.add_argument("--log", help="path to logging file") - args = parser.parse_args() - - prep = NormalizePreproc() - df = CityscapesDataFetch(args.imgs_dir, args.segm_dir, prep) - - fw = [TorchModel(args.model), - DnnTorchModel(args.model)] - - segm_eval = SemSegmEvaluation(args.log) - segm_eval.process(fw, df) diff --git a/modules/dnn/test/cnpy.cpp b/modules/dnn/test/cnpy.cpp deleted file mode 100644 index ee49519f5..000000000 --- a/modules/dnn/test/cnpy.cpp +++ /dev/null @@ -1,291 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -//Copyright (C) 2011 Carl Rogers -//Released under MIT License -//license available in LICENSE file, or at http://www.opensource.org/licenses/mit-license.php - -#include"cnpy.h" -#include -#include -#include -#include -#include - -char cnpy::BigEndianTest() { - union - { - unsigned char x[2]; - short y; - }; - x[0] = 1; - x[1] = 0; - - return y == 1 ? '<' : '>'; -} - -char cnpy::map_type(const std::type_info& t) -{ - if(t == typeid(float) ) return 'f'; - if(t == typeid(double) ) return 'f'; - if(t == typeid(long double) ) return 'f'; - - if(t == typeid(int) ) return 'i'; - if(t == typeid(char) ) return 'i'; - if(t == typeid(short) ) return 'i'; - if(t == typeid(long) ) return 'i'; - if(t == typeid(long long) ) return 'i'; - - if(t == typeid(unsigned char) ) return 'u'; - if(t == typeid(unsigned short) ) return 'u'; - if(t == typeid(unsigned long) ) return 'u'; - if(t == typeid(unsigned long long) ) return 'u'; - if(t == typeid(unsigned int) ) return 'u'; - - if(t == typeid(bool) ) return 'b'; - - if(t == typeid(std::complex) ) return 'c'; - if(t == typeid(std::complex) ) return 'c'; - if(t == typeid(std::complex) ) return 'c'; - - else return '?'; -} - -template<> std::vector& cnpy::operator+=(std::vector& lhs, const std::string rhs) { - lhs.insert(lhs.end(),rhs.begin(),rhs.end()); - return lhs; -} - -template<> std::vector& cnpy::operator+=(std::vector& lhs, const char* rhs) { - //write in little endian - size_t len = strlen(rhs); - lhs.reserve(len); - for(size_t byte = 0; byte < len; byte++) { - lhs.push_back(rhs[byte]); - } - return lhs; -} - -void cnpy::parse_npy_header(FILE* fp, unsigned int& word_size, unsigned int*& shape, unsigned int& ndims, bool& fortran_order) { - char buffer[256]; - size_t res = fread(buffer,sizeof(char),11,fp); - if(res != 11) - throw std::runtime_error("parse_npy_header: failed fread"); - std::string header = fgets(buffer,256,fp); - cnpy_assert(header[header.size()-1] == '\n'); - - size_t loc1, loc2; - - //fortran order - loc1 = header.find("fortran_order")+16; - fortran_order = (header.substr(loc1,5) == "True" ? true : false); - - //shape - loc1 = header.find("("); - loc2 = header.find(")"); - std::string str_shape = header.substr(loc1+1,loc2-loc1-1); - if(str_shape[str_shape.size()-1] == ',') ndims = 1; - else ndims = (unsigned)std::count(str_shape.begin(),str_shape.end(),',')+1; - shape = new unsigned int[ndims]; - for(unsigned int i = 0;i < ndims;i++) { - loc1 = str_shape.find(","); - shape[i] = atoi(str_shape.substr(0,loc1).c_str()); - str_shape = str_shape.substr(loc1+1); - } - - //endian, word size, data type - //byte order code | stands for not applicable. - //not sure when this applies except for byte array - loc1 = header.find("descr")+9; - bool littleEndian = (header[loc1] == '<' || header[loc1] == '|' ? true : false); - cnpy_assert(littleEndian); - - //char type = header[loc1+1]; - //assert(type == map_type(T)); - - std::string str_ws = header.substr(loc1+2); - loc2 = str_ws.find("'"); - word_size = atoi(str_ws.substr(0,loc2).c_str()); -} - -void cnpy::parse_zip_footer(FILE* fp, unsigned short& nrecs, unsigned int& global_header_size, unsigned int& global_header_offset) -{ - std::vector footer(22); - fseek(fp,-22,SEEK_END); - size_t res = fread(&footer[0],sizeof(char),22,fp); - if(res != 22) - throw std::runtime_error("parse_zip_footer: failed fread"); - - unsigned short disk_no, disk_start, nrecs_on_disk, comment_len; - disk_no = *(unsigned short*) &footer[4]; - disk_start = *(unsigned short*) &footer[6]; - nrecs_on_disk = *(unsigned short*) &footer[8]; - nrecs = *(unsigned short*) &footer[10]; - global_header_size = *(unsigned int*) &footer[12]; - global_header_offset = *(unsigned int*) &footer[16]; - comment_len = *(unsigned short*) &footer[20]; - - cnpy_assert(disk_no == 0); - cnpy_assert(disk_start == 0); - cnpy_assert(nrecs_on_disk == nrecs); - cnpy_assert(comment_len == 0); -} - -cnpy::NpyArray load_the_npy_file(FILE* fp) { - unsigned int* shape; - unsigned int ndims, word_size; - bool fortran_order; - cnpy::parse_npy_header(fp,word_size,shape,ndims,fortran_order); - unsigned long long size = 1; //long long so no overflow when multiplying by word_size - for(unsigned int i = 0;i < ndims;i++) size *= shape[i]; - - cnpy::NpyArray arr; - arr.word_size = word_size; - arr.shape = std::vector(shape,shape+ndims); - delete[] shape; - arr.data = new char[size*word_size]; - arr.fortran_order = fortran_order; - size_t nread = fread(arr.data,word_size,size,fp); - if(nread != size) - throw std::runtime_error("load_the_npy_file: failed fread"); - return arr; -} - -cnpy::npz_t cnpy::npz_load(std::string fname) { - FILE* fp = fopen(fname.c_str(),"rb"); - - if(!fp) printf("npz_load: Error! Unable to open file %s!\n",fname.c_str()); - cnpy_assert(fp); - - cnpy::npz_t arrays; - - while(1) { - std::vector local_header(30); - size_t headerres = fread(&local_header[0],sizeof(char),30,fp); - if(headerres != 30) - throw std::runtime_error("npz_load: failed fread"); - - //if we've reached the global header, stop reading - if(local_header[2] != 0x03 || local_header[3] != 0x04) break; - - //read in the variable name - unsigned short name_len = *(unsigned short*) &local_header[26]; - std::string varname(name_len,' '); - size_t vname_res = fread(&varname[0],sizeof(char),name_len,fp); - if(vname_res != name_len) - throw std::runtime_error("npz_load: failed fread"); - - //erase the lagging .npy - varname.erase(varname.end()-4,varname.end()); - - //read in the extra field - unsigned short extra_field_len = *(unsigned short*) &local_header[28]; - if(extra_field_len > 0) { - std::vector buff(extra_field_len); - size_t efield_res = fread(&buff[0],sizeof(char),extra_field_len,fp); - if(efield_res != extra_field_len) - throw std::runtime_error("npz_load: failed fread"); - } - - arrays[varname] = load_the_npy_file(fp); - } - - fclose(fp); - return arrays; -} - -cnpy::NpyArray cnpy::npz_load(std::string fname, std::string varname) { - FILE* fp = fopen(fname.c_str(),"rb"); - - if(!fp) { - throw std::runtime_error("npz_load: Error! Unable to open file " + fname + "!\n"); - } - - while(1) { - std::vector local_header(30); - size_t header_res = fread(&local_header[0],sizeof(char),30,fp); - if(header_res != 30) - throw std::runtime_error("npz_load: failed fread"); - - //if we've reached the global header, stop reading - if(local_header[2] != 0x03 || local_header[3] != 0x04) break; - - //read in the variable name - unsigned short name_len = *(unsigned short*) &local_header[26]; - std::string vname(name_len,' '); - size_t vname_res = fread(&vname[0],sizeof(char),name_len,fp); - if(vname_res != name_len) - throw std::runtime_error("npz_load: failed fread"); - vname.erase(vname.end()-4,vname.end()); //erase the lagging .npy - - //read in the extra field - unsigned short extra_field_len = *(unsigned short*) &local_header[28]; - fseek(fp,extra_field_len,SEEK_CUR); //skip past the extra field - - if(vname == varname) { - NpyArray array = load_the_npy_file(fp); - fclose(fp); - return array; - } - else { - //skip past the data - unsigned int size = *(unsigned int*) &local_header[22]; - fseek(fp,size,SEEK_CUR); - } - } - - fclose(fp); - throw std::runtime_error("npz_load: Error! Variable name " + varname + " not found in " + fname + "!\n"); -} - -cnpy::NpyArray cnpy::npy_load(std::string fname) { - - FILE* fp = fopen(fname.c_str(), "rb"); - - if(!fp) { - throw std::runtime_error("npy_load: Error! Unable to open file " + fname + "!\n"); - } - - NpyArray arr = load_the_npy_file(fp); - - fclose(fp); - return arr; -} diff --git a/modules/dnn/test/cnpy.h b/modules/dnn/test/cnpy.h deleted file mode 100644 index 37732b04f..000000000 --- a/modules/dnn/test/cnpy.h +++ /dev/null @@ -1,294 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -//Copyright (C) 2011 Carl Rogers -//Released under MIT License -//license available in LICENSE file, or at http://www.opensource.org/licenses/mit-license.php - -#ifndef LIBCNPY_H_ -#define LIBCNPY_H_ - -#include -#include -#include -#include -#include -#include -#include -#include -#include -#if defined(HAVE_ZLIB) && HAVE_ZLIB -#include -#endif - -#ifndef NDEBUG -#define cnpy_assert(expression) assert(expression) -#else -#define cnpy_assert(expression) ((void)(expression)) -#endif - -namespace cnpy { - - struct NpyArray { - char* data; - std::vector shape; - unsigned int word_size; - bool fortran_order; - void destruct() {delete[] data;} - }; - - struct npz_t : public std::map - { - void destruct() - { - npz_t::iterator it = this->begin(); - for(; it != this->end(); ++it) (*it).second.destruct(); - } - }; - - char BigEndianTest(); - char map_type(const std::type_info& t); - template std::vector create_npy_header(const T* data, const unsigned int* shape, const unsigned int ndims); - void parse_npy_header(FILE* fp,unsigned int& word_size, unsigned int*& shape, unsigned int& ndims, bool& fortran_order); - void parse_zip_footer(FILE* fp, unsigned short& nrecs, unsigned int& global_header_size, unsigned int& global_header_offset); - npz_t npz_load(std::string fname); - NpyArray npz_load(std::string fname, std::string varname); - NpyArray npy_load(std::string fname); - - template std::vector& operator+=(std::vector& lhs, const T rhs) { - //write in little endian - for(char byte = 0; (size_t)byte < sizeof(T); byte++) { - char val = *((char*)&rhs+byte); - lhs.push_back(val); - } - return lhs; - } - - template<> std::vector& operator+=(std::vector& lhs, const std::string rhs); - template<> std::vector& operator+=(std::vector& lhs, const char* rhs); - - - template std::string tostring(T i, int = 0, char = ' ') { - std::stringstream s; - s << i; - return s.str(); - } - - template void npy_save(std::string fname, const T* data, const unsigned int* shape, const unsigned int ndims, std::string mode = "w") { - FILE* fp = NULL; - - if(mode == "a") fp = fopen(fname.c_str(),"r+b"); - - if(fp) { - //file exists. we need to append to it. read the header, modify the array size - unsigned int word_size, tmp_dims; - unsigned int* tmp_shape = 0; - bool fortran_order; - parse_npy_header(fp,word_size,tmp_shape,tmp_dims,fortran_order); - cnpy_assert(!fortran_order); - - if(word_size != sizeof(T)) { - std::cout<<"libnpy error: "< header = create_npy_header(data,tmp_shape,ndims); - fwrite(&header[0],sizeof(char),header.size(),fp); - fseek(fp,0,SEEK_END); - - delete[] tmp_shape; - } - else { - fp = fopen(fname.c_str(),"wb"); - std::vector header = create_npy_header(data,shape,ndims); - fwrite(&header[0],sizeof(char),header.size(),fp); - } - - unsigned int nels = 1; - for(unsigned i = 0;i < ndims;i++) nels *= shape[i]; - - fwrite(data,sizeof(T),nels,fp); - fclose(fp); - } - - template void npz_save(std::string zipname, std::string fname, const T* data, const unsigned int* shape, const unsigned int ndims, std::string mode = "w") - { - //first, append a .npy to the fname - fname += ".npy"; - - //now, on with the show - FILE* fp = NULL; - unsigned short nrecs = 0; - unsigned int global_header_offset = 0; - std::vector global_header; - - if(mode == "a") fp = fopen(zipname.c_str(),"r+b"); - - if(fp) { - //zip file exists. we need to add a new npy file to it. - //first read the footer. this gives us the offset and size of the global header - //then read and store the global header. - //below, we will write the the new data at the start of the global header then append the global header and footer below it - unsigned int global_header_size; - parse_zip_footer(fp,nrecs,global_header_size,global_header_offset); - fseek(fp,global_header_offset,SEEK_SET); - global_header.resize(global_header_size); - size_t res = fread(&global_header[0],sizeof(char),global_header_size,fp); - if(res != global_header_size){ - throw std::runtime_error("npz_save: header read error while adding to existing zip"); - } - fseek(fp,global_header_offset,SEEK_SET); - } - else { - fp = fopen(zipname.c_str(),"wb"); - } - - std::vector npy_header = create_npy_header(data,shape,ndims); - - unsigned long nels = 1; - for (unsigned m=0; m local_header; - local_header += "PK"; //first part of sig - local_header += (unsigned short) 0x0403; //second part of sig - local_header += (unsigned short) 20; //min version to extract - local_header += (unsigned short) 0; //general purpose bit flag - local_header += (unsigned short) 0; //compression method - local_header += (unsigned short) 0; //file last mod time - local_header += (unsigned short) 0; //file last mod date - local_header += (unsigned int) crc; //crc - local_header += (unsigned int) nbytes; //compressed size - local_header += (unsigned int) nbytes; //uncompressed size - local_header += (unsigned short) fname.size(); //fname length - local_header += (unsigned short) 0; //extra field length - local_header += fname; - - //build global header - global_header += "PK"; //first part of sig - global_header += (unsigned short) 0x0201; //second part of sig - global_header += (unsigned short) 20; //version made by - global_header.insert(global_header.end(),local_header.begin()+4,local_header.begin()+30); - global_header += (unsigned short) 0; //file comment length - global_header += (unsigned short) 0; //disk number where file starts - global_header += (unsigned short) 0; //internal file attributes - global_header += (unsigned int) 0; //external file attributes - global_header += (unsigned int) global_header_offset; //relative offset of local file header, since it begins where the global header used to begin - global_header += fname; - - //build footer - std::vector footer; - footer += "PK"; //first part of sig - footer += (unsigned short) 0x0605; //second part of sig - footer += (unsigned short) 0; //number of this disk - footer += (unsigned short) 0; //disk where footer starts - footer += (unsigned short) (nrecs+1); //number of records on this disk - footer += (unsigned short) (nrecs+1); //total number of records - footer += (unsigned int) global_header.size(); //nbytes of global headers - footer += (unsigned int) (global_header_offset + nbytes + local_header.size()); //offset of start of global headers, since global header now starts after newly written array - footer += (unsigned short) 0; //zip file comment length - - //write everything - fwrite(&local_header[0],sizeof(char),local_header.size(),fp); - fwrite(&npy_header[0],sizeof(char),npy_header.size(),fp); - fwrite(data,sizeof(T),nels,fp); - fwrite(&global_header[0],sizeof(char),global_header.size(),fp); - fwrite(&footer[0],sizeof(char),footer.size(),fp); - fclose(fp); - } - - template std::vector create_npy_header(const T*, const unsigned int* shape, const unsigned int ndims) { - - std::vector dict; - dict += "{'descr': '"; - dict += BigEndianTest(); - dict += map_type(typeid(T)); - dict += tostring(sizeof(T)); - dict += "', 'fortran_order': False, 'shape': ("; - dict += tostring(shape[0]); - for(unsigned i = 1;i < ndims;i++) { - dict += ", "; - dict += tostring(shape[i]); - } - if(ndims == 1) dict += ","; - dict += "), }"; - //pad with spaces so that preamble+dict is modulo 16 bytes. preamble is 10 bytes. dict needs to end with \n - int remainder = 16 - (10 + dict.size()) % 16; - dict.insert(dict.end(),remainder,' '); - dict.back() = '\n'; - - std::vector header; - header += (unsigned char) 0x93; - header += "NUMPY"; - header += (char) 0x01; //major version of numpy format - header += (char) 0x00; //minor version of numpy format - header += (unsigned short) dict.size(); - header.insert(header.end(),dict.begin(),dict.end()); - - return header; - } - - -} - -#endif diff --git a/modules/dnn/test/imagenet_cls_test_alexnet.py b/modules/dnn/test/imagenet_cls_test_alexnet.py deleted file mode 100644 index de652040a..000000000 --- a/modules/dnn/test/imagenet_cls_test_alexnet.py +++ /dev/null @@ -1,246 +0,0 @@ -from abc import ABCMeta, abstractmethod -import numpy as np -import sys -import os -import argparse -import time - -# sys.path.append('') -sys.path.append('/home/arrybn/git/caffe/python') -try: - import caffe -except ImportError: - raise ImportError('Can\'t find caffe. If you\'ve built it from sources without installation, ' - 'uncomment the line before and insert there path to git/caffe/python dir') -# sys.path.append('') -sys.path.append('/home/arrybn/build/opencv_w_contrib/lib') -try: - import cv2 as cv -except ImportError: - raise ImportError('Can\'t find opencv. If you\'ve built it from sources without installation, ' - 'uncomment the line before and insert there path to opencv_build_dir/lib dir') - - -class DataFetch(object): - imgs_dir = '' - frame_size = 0 - bgr_to_rgb = False - __metaclass__ = ABCMeta - - @abstractmethod - def preprocess(self, img): - pass - - def get_batch(self, imgs_names): - assert type(imgs_names) is list - batch = np.zeros((len(imgs_names), 3, self.frame_size, self.frame_size)).astype(np.float32) - for i in range(len(imgs_names)): - img_name = imgs_names[i] - img_file = self.imgs_dir + img_name - assert os.path.exists(img_file) - img = cv.imread(img_file, cv.IMREAD_COLOR) - min_dim = min(img.shape[-3], img.shape[-2]) - resize_ratio = self.frame_size / float(min_dim) - img = cv.resize(img, (0, 0), fx=resize_ratio, fy=resize_ratio) - cols = img.shape[1] - rows = img.shape[0] - y1 = (rows - self.frame_size) / 2 - y2 = y1 + self.frame_size - x1 = (cols - self.frame_size) / 2 - x2 = x1 + self.frame_size - img = img[y1:y2, x1:x2] - if self.bgr_to_rgb: - img = img[..., ::-1] - image_data = img[:, :, 0:3].transpose(2, 0, 1) - batch[i] = self.preprocess(image_data) - return batch - - -class MeanBlobFetch(DataFetch): - mean_blob = np.ndarray(()) - - def __init__(self, frame_size, mean_blob_path, imgs_dir): - self.imgs_dir = imgs_dir - self.frame_size = frame_size - blob = caffe.proto.caffe_pb2.BlobProto() - data = open(mean_blob_path, 'rb').read() - blob.ParseFromString(data) - self.mean_blob = np.array(caffe.io.blobproto_to_array(blob)) - start = (self.mean_blob.shape[2] - self.frame_size) / 2 - stop = start + self.frame_size - self.mean_blob = self.mean_blob[:, :, start:stop, start:stop][0] - - def preprocess(self, img): - return img - self.mean_blob - - -class MeanChannelsFetch(MeanBlobFetch): - def __init__(self, frame_size, imgs_dir): - self.imgs_dir = imgs_dir - self.frame_size = frame_size - self.mean_blob = np.ones((3, self.frame_size, self.frame_size)).astype(np.float32) - self.mean_blob[0] *= 104 - self.mean_blob[1] *= 117 - self.mean_blob[2] *= 123 - - -class MeanValueFetch(MeanBlobFetch): - def __init__(self, frame_size, imgs_dir, bgr_to_rgb): - self.imgs_dir = imgs_dir - self.frame_size = frame_size - self.mean_blob = np.ones((3, self.frame_size, self.frame_size)).astype(np.float32) - self.mean_blob *= 117 - self.bgr_to_rgb = bgr_to_rgb - - -def get_correct_answers(img_list, img_classes, net_output_blob): - correct_answers = 0 - for i in range(len(img_list)): - indexes = np.argsort(net_output_blob[i])[-5:] - correct_index = img_classes[img_list[i]] - if correct_index in indexes: - correct_answers += 1 - return correct_answers - - -class Framework(object): - in_blob_name = '' - out_blob_name = '' - - __metaclass__ = ABCMeta - - @abstractmethod - def get_name(self): - pass - - @abstractmethod - def get_output(self, input_blob): - pass - - -class CaffeModel(Framework): - net = caffe.Net - need_reshape = False - - def __init__(self, prototxt, caffemodel, in_blob_name, out_blob_name, need_reshape=False): - caffe.set_mode_cpu() - self.net = caffe.Net(prototxt, caffemodel, caffe.TEST) - self.in_blob_name = in_blob_name - self.out_blob_name = out_blob_name - self.need_reshape = need_reshape - - def get_name(self): - return 'Caffe' - - def get_output(self, input_blob): - if self.need_reshape: - self.net.blobs[self.in_blob_name].reshape(*input_blob.shape) - return self.net.forward_all(**{self.in_blob_name: input_blob})[self.out_blob_name] - - -class DnnCaffeModel(Framework): - net = object - - def __init__(self, prototxt, caffemodel, in_blob_name, out_blob_name): - self.net = cv.dnn.readNetFromCaffe(prototxt, caffemodel) - self.in_blob_name = in_blob_name - self.out_blob_name = out_blob_name - - def get_name(self): - return 'DNN' - - def get_output(self, input_blob): - self.net.setBlob(self.in_blob_name, input_blob) - self.net.forward() - return self.net.getBlob(self.out_blob_name) - - -class ClsAccEvaluation: - log = file - img_classes = {} - batch_size = 0 - - def __init__(self, log_path, img_classes_file, batch_size): - self.log = open(log_path, 'w') - self.img_classes = self.read_classes(img_classes_file) - self.batch_size = batch_size - - @staticmethod - def read_classes(img_classes_file): - result = {} - with open(img_classes_file) as file: - for l in file.readlines(): - result[l.split()[0]] = int(l.split()[1]) - return result - - def process(self, frameworks, data_fetcher): - sorted_imgs_names = sorted(self.img_classes.keys()) - correct_answers = [0] * len(frameworks) - samples_handled = 0 - blobs_l1_diff = [0] * len(frameworks) - blobs_l1_diff_count = [0] * len(frameworks) - blobs_l_inf_diff = [sys.float_info.min] * len(frameworks) - inference_time = [0.0] * len(frameworks) - - for x in xrange(0, len(sorted_imgs_names), self.batch_size): - sublist = sorted_imgs_names[x:x + self.batch_size] - batch = data_fetcher.get_batch(sublist) - - samples_handled += len(sublist) - - frameworks_out = [] - fw_accuracy = [] - for i in range(len(frameworks)): - start = time.time() - out = frameworks[i].get_output(batch) - end = time.time() - correct_answers[i] += get_correct_answers(sublist, self.img_classes, out) - fw_accuracy.append(100 * correct_answers[i] / float(samples_handled)) - frameworks_out.append(out) - inference_time[i] += end - start - print >> self.log, samples_handled, 'Accuracy for', frameworks[i].get_name() + ':', fw_accuracy[i] - print >> self.log, "Inference time, ms ", \ - frameworks[i].get_name(), inference_time[i] / samples_handled * 1000 - - for i in range(1, len(frameworks)): - log_str = frameworks[0].get_name() + " vs " + frameworks[i].get_name() + ':' - diff = np.abs(frameworks_out[0] - frameworks_out[i]) - l1_diff = np.sum(diff) / diff.size - print >> self.log, samples_handled, "L1 difference", log_str, l1_diff - blobs_l1_diff[i] += l1_diff - blobs_l1_diff_count[i] += 1 - if np.max(diff) > blobs_l_inf_diff[i]: - blobs_l_inf_diff[i] = np.max(diff) - print >> self.log, samples_handled, "L_INF difference", log_str, blobs_l_inf_diff[i] - - self.log.flush() - - for i in range(1, len(blobs_l1_diff)): - log_str = frameworks[0].get_name() + " vs " + frameworks[i].get_name() + ':' - print >> self.log, 'Final l1 diff', log_str, blobs_l1_diff[i] / blobs_l1_diff_count[i] - -if __name__ == "__main__": - parser = argparse.ArgumentParser() - parser.add_argument("--imgs_dir", help="path to ImageNet validation subset images dir, ILSVRC2012_img_val dir") - parser.add_argument("--img_cls_file", help="path to file with classes ids for images, val.txt file from this " - "archive: http://dl.caffe.berkeleyvision.org/caffe_ilsvrc12.tar.gz") - parser.add_argument("--prototxt", help="path to caffe prototxt, download it here: " - "https://github.com/BVLC/caffe/blob/master/models/bvlc_alexnet/deploy.prototxt") - parser.add_argument("--caffemodel", help="path to caffemodel file, download it here: " - "http://dl.caffe.berkeleyvision.org/bvlc_alexnet.caffemodel") - parser.add_argument("--log", help="path to logging file") - parser.add_argument("--mean", help="path to ImageNet mean blob caffe file, imagenet_mean.binaryproto file from" - "this archive: http://dl.caffe.berkeleyvision.org/caffe_ilsvrc12.tar.gz") - parser.add_argument("--batch_size", help="size of images in batch", default=1000) - parser.add_argument("--frame_size", help="size of input image", default=227) - parser.add_argument("--in_blob", help="name for input blob", default='data') - parser.add_argument("--out_blob", help="name for output blob", default='prob') - args = parser.parse_args() - - data_fetcher = MeanBlobFetch(args.frame_size, args.mean, args.imgs_dir) - - frameworks = [CaffeModel(args.prototxt, args.caffemodel, args.in_blob, args.out_blob), - DnnCaffeModel(args.prototxt, args.caffemodel, '', args.out_blob)] - - acc_eval = ClsAccEvaluation(args.log, args.img_cls_file, args.batch_size) - acc_eval.process(frameworks, data_fetcher) diff --git a/modules/dnn/test/imagenet_cls_test_googlenet.py b/modules/dnn/test/imagenet_cls_test_googlenet.py deleted file mode 100644 index 210b740ff..000000000 --- a/modules/dnn/test/imagenet_cls_test_googlenet.py +++ /dev/null @@ -1,43 +0,0 @@ -import numpy as np -import sys -import os -import argparse -from imagenet_cls_test_alexnet import MeanChannelsFetch, CaffeModel, DnnCaffeModel, ClsAccEvaluation -# sys.path.append('') -sys.path.append('/home/arrybn/git/caffe/python') -try: - import caffe -except ImportError: - raise ImportError('Can\'t find caffe. If you\'ve built it from sources without installation, ' - 'uncomment the line before and insert there path to git/caffe/python dir') -# sys.path.append('') -sys.path.append('/home/arrybn/build/opencv_w_contrib/lib') -try: - import cv2 as cv -except ImportError: - raise ImportError('Can\'t find opencv. If you\'ve built it from sources without installation, ' - 'uncomment the line before and insert there path to opencv_build_dir/lib dir') - -if __name__ == "__main__": - parser = argparse.ArgumentParser() - parser.add_argument("--imgs_dir", help="path to ImageNet validation subset images dir, ILSVRC2012_img_val dir") - parser.add_argument("--img_cls_file", help="path to file with classes ids for images, val.txt file from this " - "archive: http://dl.caffe.berkeleyvision.org/caffe_ilsvrc12.tar.gz") - parser.add_argument("--prototxt", help="path to caffe prototxt, download it here: " - "https://github.com/BVLC/caffe/blob/master/models/bvlc_alexnet/deploy.prototxt") - parser.add_argument("--caffemodel", help="path to caffemodel file, download it here: " - "http://dl.caffe.berkeleyvision.org/bvlc_alexnet.caffemodel") - parser.add_argument("--log", help="path to logging file") - parser.add_argument("--batch_size", help="size of images in batch", default=500, type=int) - parser.add_argument("--frame_size", help="size of input image", default=224, type=int) - parser.add_argument("--in_blob", help="name for input blob", default='data') - parser.add_argument("--out_blob", help="name for output blob", default='prob') - args = parser.parse_args() - - data_fetcher = MeanChannelsFetch(args.frame_size, args.imgs_dir) - - frameworks = [CaffeModel(args.prototxt, args.caffemodel, args.in_blob, args.out_blob), - DnnCaffeModel(args.prototxt, args.caffemodel, '', args.out_blob)] - - acc_eval = ClsAccEvaluation(args.log, args.img_cls_file, args.batch_size) - acc_eval.process(frameworks, data_fetcher) diff --git a/modules/dnn/test/imagenet_cls_test_inception.py b/modules/dnn/test/imagenet_cls_test_inception.py deleted file mode 100644 index dc4b1ac84..000000000 --- a/modules/dnn/test/imagenet_cls_test_inception.py +++ /dev/null @@ -1,79 +0,0 @@ -import numpy as np -import sys -import os -import argparse -import tensorflow as tf -from tensorflow.python.platform import gfile -from imagenet_cls_test_alexnet import MeanValueFetch, DnnCaffeModel, Framework, ClsAccEvaluation -# sys.path.append('') -sys.path.append('/home/arrybn/build/opencv_w_contrib/lib') -try: - import cv2 as cv -except ImportError: - raise ImportError('Can\'t find opencv. If you\'ve built it from sources without installation, ' - 'uncomment the line before and insert there path to opencv_build_dir/lib dir') - -# If you've got an exception "Cannot load libmkl_avx.so or libmkl_def.so" or similar, try to export next variable -# before runnigng the script: -# LD_PRELOAD=/opt/intel/mkl/lib/intel64/libmkl_core.so:/opt/intel/mkl/lib/intel64/libmkl_sequential.so - - -class TensorflowModel(Framework): - sess = tf.Session - output = tf.Graph - - def __init__(self, model_file, in_blob_name, out_blob_name): - self.in_blob_name = in_blob_name - self.sess = tf.Session() - with gfile.FastGFile(model_file, 'rb') as f: - graph_def = tf.GraphDef() - graph_def.ParseFromString(f.read()) - self.sess.graph.as_default() - tf.import_graph_def(graph_def, name='') - self.output = self.sess.graph.get_tensor_by_name(out_blob_name + ":0") - - def get_name(self): - return 'Tensorflow' - - def get_output(self, input_blob): - assert len(input_blob.shape) == 4 - batch_tf = input_blob.transpose(0, 2, 3, 1) - out = self.sess.run(self.output, - {self.in_blob_name+':0': batch_tf}) - out = out[..., 1:1001] - return out - - -class DnnTfInceptionModel(DnnCaffeModel): - net = cv.dnn.Net() - - def __init__(self, model_file, in_blob_name, out_blob_name): - self.net = cv.dnn.readNetFromTensorflow(model_file) - self.in_blob_name = in_blob_name - self.out_blob_name = out_blob_name - - def get_output(self, input_blob): - return super(DnnTfInceptionModel, self).get_output(input_blob)[..., 1:1001] - - -if __name__ == "__main__": - parser = argparse.ArgumentParser() - parser.add_argument("--imgs_dir", help="path to ImageNet validation subset images dir, ILSVRC2012_img_val dir") - parser.add_argument("--img_cls_file", help="path to file with classes ids for images, download it here:" - "https://github.com/opencv/opencv_extra/tree/master/testdata/dnn/img_classes_inception.txt") - parser.add_argument("--model", help="path to tensorflow model, download it here:" - "https://storage.googleapis.com/download.tensorflow.org/models/inception5h.zip") - parser.add_argument("--log", help="path to logging file") - parser.add_argument("--batch_size", help="size of images in batch", default=1) - parser.add_argument("--frame_size", help="size of input image", default=224) - parser.add_argument("--in_blob", help="name for input blob", default='input') - parser.add_argument("--out_blob", help="name for output blob", default='softmax2') - args = parser.parse_args() - - data_fetcher = MeanValueFetch(args.frame_size, args.imgs_dir, True) - - frameworks = [TensorflowModel(args.model, args.in_blob, args.out_blob), - DnnTfInceptionModel(args.model, '', args.out_blob)] - - acc_eval = ClsAccEvaluation(args.log, args.img_cls_file, args.batch_size) - acc_eval.process(frameworks, data_fetcher) diff --git a/modules/dnn/test/npy_blob.hpp b/modules/dnn/test/npy_blob.hpp deleted file mode 100644 index 89bd24073..000000000 --- a/modules/dnn/test/npy_blob.hpp +++ /dev/null @@ -1,65 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -#ifndef __OPENCV_DNN_TEST_NPY_BLOB_HPP__ -#define __OPENCV_DNN_TEST_NPY_BLOB_HPP__ -#include "test_precomp.hpp" -#include "cnpy.h" - -namespace cv -{ - -inline Mat blobFromNPY(const String &path) -{ - cnpy::NpyArray npyBlob = cnpy::npy_load(path.c_str()); - Mat blob = Mat((int)npyBlob.shape.size(), (int*)&npyBlob.shape[0], CV_32F, npyBlob.data).clone(); - npyBlob.destruct(); - return blob; -} - -inline void saveBlobToNPY(const Mat &blob, const String &path) -{ - cnpy::npy_save(path.c_str(), blob.ptr(), (unsigned*)&blob.size.p[0], blob.dims); -} - -} - -#endif diff --git a/modules/dnn/test/pascal_semsegm_test_fcn.py b/modules/dnn/test/pascal_semsegm_test_fcn.py deleted file mode 100644 index 2a16c72e5..000000000 --- a/modules/dnn/test/pascal_semsegm_test_fcn.py +++ /dev/null @@ -1,225 +0,0 @@ -from abc import ABCMeta, abstractmethod -import numpy as np -import sys -import argparse -import time - -from imagenet_cls_test_alexnet import CaffeModel, DnnCaffeModel -sys.path.append('/home/arrybn/build/opencv_w_contrib/lib') -try: - import cv2 as cv -except ImportError: - raise ImportError('Can\'t find opencv. If you\'ve built it from sources without installation, ' - 'uncomment the line before and insert there path to opencv_build_dir/lib dir') - - -def get_metrics(conf_mat): - pix_accuracy = np.trace(conf_mat) / np.sum(conf_mat) - t = np.sum(conf_mat, 1) - num_cl = np.count_nonzero(t) - assert num_cl - mean_accuracy = np.sum(np.nan_to_num(np.divide(np.diagonal(conf_mat), t))) / num_cl - col_sum = np.sum(conf_mat, 0) - mean_iou = np.sum( - np.nan_to_num(np.divide(np.diagonal(conf_mat), (t + col_sum - np.diagonal(conf_mat))))) / num_cl - return pix_accuracy, mean_accuracy, mean_iou - - -def eval_segm_result(net_out): - assert type(net_out) is np.ndarray - assert len(net_out.shape) == 4 - - channels_dim = 1 - y_dim = channels_dim + 1 - x_dim = y_dim + 1 - res = np.zeros(net_out.shape).astype(np.int) - for i in range(net_out.shape[y_dim]): - for j in range(net_out.shape[x_dim]): - max_ch = np.argmax(net_out[..., i, j]) - res[0, max_ch, i, j] = 1 - return res - - -def get_conf_mat(gt, prob): - assert type(gt) is np.ndarray - assert type(prob) is np.ndarray - - conf_mat = np.zeros((gt.shape[0], gt.shape[0])) - for ch_gt in range(conf_mat.shape[0]): - gt_channel = gt[ch_gt, ...] - for ch_pr in range(conf_mat.shape[1]): - prob_channel = prob[ch_pr, ...] - conf_mat[ch_gt][ch_pr] = np.count_nonzero(np.multiply(gt_channel, prob_channel)) - return conf_mat - - -class MeanChannelsPreproc: - def __init__(self): - pass - - @staticmethod - def process(img): - image_data = np.array(img).transpose(2, 0, 1).astype(np.float32) - mean = np.ones(image_data.shape) - mean[0] *= 104 - mean[1] *= 117 - mean[2] *= 123 - image_data -= mean - image_data = np.expand_dims(image_data, 0) - return image_data - - -class DatasetImageFetch(object): - __metaclass__ = ABCMeta - data_prepoc = object - - @abstractmethod - def __iter__(self): - pass - - @abstractmethod - def next(self): - pass - - @staticmethod - def pix_to_c(pix): - return pix[0] * 256 * 256 + pix[1] * 256 + pix[2] - - @staticmethod - def color_to_gt(color_img, colors): - num_classes = len(colors) - gt = np.zeros((num_classes, color_img.shape[0], color_img.shape[1])).astype(np.int) - for img_y in range(color_img.shape[0]): - for img_x in range(color_img.shape[1]): - c = DatasetImageFetch.pix_to_c(color_img[img_y][img_x]) - if c in colors: - cls = colors.index(c) - gt[cls][img_y][img_x] = 1 - return gt - - -class PASCALDataFetch(DatasetImageFetch): - img_dir = '' - segm_dir = '' - names = [] - colors = [] - i = 0 - - def __init__(self, img_dir, segm_dir, names_file, segm_cls_colors_file, preproc): - self.img_dir = img_dir - self.segm_dir = segm_dir - self.colors = self.read_colors(segm_cls_colors_file) - self.data_prepoc = preproc - self.i = 0 - - with open(names_file) as f: - for l in f.readlines(): - self.names.append(l.rstrip()) - - @staticmethod - def read_colors(img_classes_file): - result = [] - with open(img_classes_file) as f: - for l in f.readlines(): - color = np.array(map(int, l.split()[1:])) - result.append(DatasetImageFetch.pix_to_c(color)) - return result - - def __iter__(self): - return self - - def next(self): - if self.i < len(self.names): - name = self.names[self.i] - self.i += 1 - segm_file = self.segm_dir + name + ".png" - img_file = self.img_dir + name + ".jpg" - gt = self.color_to_gt(cv.imread(segm_file, cv.IMREAD_COLOR)[:, :, ::-1], self.colors) - img = self.data_prepoc.process(cv.imread(img_file, cv.IMREAD_COLOR)[:, :, ::-1]) - return img, gt - else: - self.i = 0 - raise StopIteration - - def get_num_classes(self): - return len(self.colors) - - -class SemSegmEvaluation: - log = file - - def __init__(self, log_path,): - self.log = open(log_path, 'w') - - def process(self, frameworks, data_fetcher): - samples_handled = 0 - - conf_mats = [np.zeros((data_fetcher.get_num_classes(), data_fetcher.get_num_classes())) for i in range(len(frameworks))] - blobs_l1_diff = [0] * len(frameworks) - blobs_l1_diff_count = [0] * len(frameworks) - blobs_l_inf_diff = [sys.float_info.min] * len(frameworks) - inference_time = [0.0] * len(frameworks) - - for in_blob, gt in data_fetcher: - frameworks_out = [] - samples_handled += 1 - for i in range(len(frameworks)): - start = time.time() - out = frameworks[i].get_output(in_blob) - end = time.time() - segm = eval_segm_result(out) - conf_mats[i] += get_conf_mat(gt, segm[0]) - frameworks_out.append(out) - inference_time[i] += end - start - - pix_acc, mean_acc, miou = get_metrics(conf_mats[i]) - - name = frameworks[i].get_name() - print >> self.log, samples_handled, 'Pixel accuracy, %s:' % name, 100 * pix_acc - print >> self.log, samples_handled, 'Mean accuracy, %s:' % name, 100 * mean_acc - print >> self.log, samples_handled, 'Mean IOU, %s:' % name, 100 * miou - print >> self.log, "Inference time, ms ", \ - frameworks[i].get_name(), inference_time[i] / samples_handled * 1000 - - for i in range(1, len(frameworks)): - log_str = frameworks[0].get_name() + " vs " + frameworks[i].get_name() + ':' - diff = np.abs(frameworks_out[0] - frameworks_out[i]) - l1_diff = np.sum(diff) / diff.size - print >> self.log, samples_handled, "L1 difference", log_str, l1_diff - blobs_l1_diff[i] += l1_diff - blobs_l1_diff_count[i] += 1 - if np.max(diff) > blobs_l_inf_diff[i]: - blobs_l_inf_diff[i] = np.max(diff) - print >> self.log, samples_handled, "L_INF difference", log_str, blobs_l_inf_diff[i] - - self.log.flush() - - for i in range(1, len(blobs_l1_diff)): - log_str = frameworks[0].get_name() + " vs " + frameworks[i].get_name() + ':' - print >> self.log, 'Final l1 diff', log_str, blobs_l1_diff[i] / blobs_l1_diff_count[i] - -if __name__ == "__main__": - parser = argparse.ArgumentParser() - parser.add_argument("--imgs_dir", help="path to PASCAL VOC 2012 images dir, data/VOC2012/JPEGImages") - parser.add_argument("--segm_dir", help="path to PASCAL VOC 2012 segmentation dir, data/VOC2012/SegmentationClass/") - parser.add_argument("--val_names", help="path to file with validation set image names, download it here: " - "https://github.com/shelhamer/fcn.berkeleyvision.org/blob/master/data/pascal/seg11valid.txt") - parser.add_argument("--cls_file", help="path to file with colors for classes, download it here: " - "https://github.com/opencv/opencv_contrib/blob/master/modules/dnn/samples/pascal-classes.txt") - parser.add_argument("--prototxt", help="path to caffe prototxt, download it here: " - "https://github.com/opencv/opencv_contrib/blob/master/modules/dnn/samples/fcn8s-heavy-pascal.prototxt") - parser.add_argument("--caffemodel", help="path to caffemodel file, download it here: " - "http://dl.caffe.berkeleyvision.org/fcn8s-heavy-pascal.caffemodel") - parser.add_argument("--log", help="path to logging file") - parser.add_argument("--in_blob", help="name for input blob", default='data') - parser.add_argument("--out_blob", help="name for output blob", default='score') - args = parser.parse_args() - - prep = MeanChannelsPreproc() - df = PASCALDataFetch(args.imgs_dir, args.segm_dir, args.val_names, args.cls_file, prep) - - fw = [CaffeModel(args.prototxt, args.caffemodel, args.in_blob, args.out_blob, True), - DnnCaffeModel(args.prototxt, args.caffemodel, '', args.out_blob)] - - segm_eval = SemSegmEvaluation(args.log) - segm_eval.process(fw, df) diff --git a/modules/dnn/test/test_caffe_importer.cpp b/modules/dnn/test/test_caffe_importer.cpp deleted file mode 100644 index 75c6bb137..000000000 --- a/modules/dnn/test/test_caffe_importer.cpp +++ /dev/null @@ -1,160 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -#include "test_precomp.hpp" -#include "npy_blob.hpp" -#include - -namespace cvtest -{ - -using namespace cv; -using namespace cv::dnn; - -template -static std::string _tf(TString filename) -{ - return (getOpenCVExtraDir() + "/dnn/") + filename; -} - -TEST(Test_Caffe, read_gtsrb) -{ - Net net; - { - Ptr importer = createCaffeImporter(_tf("gtsrb.prototxt"), ""); - ASSERT_TRUE(importer != NULL); - importer->populateNet(net); - } -} - -TEST(Test_Caffe, read_googlenet) -{ - Net net; - { - Ptr importer = createCaffeImporter(_tf("bvlc_googlenet.prototxt"), ""); - ASSERT_TRUE(importer != NULL); - importer->populateNet(net); - } -} - -TEST(Reproducibility_AlexNet, Accuracy) -{ - Net net; - { - const string proto = findDataFile("dnn/bvlc_alexnet.prototxt", false); - const string model = findDataFile("dnn/bvlc_alexnet.caffemodel", false); - Ptr importer = createCaffeImporter(proto, model); - ASSERT_TRUE(importer != NULL); - importer->populateNet(net); - } - - Mat sample = imread(_tf("grace_hopper_227.png")); - ASSERT_TRUE(!sample.empty()); - - Size inputSize(227, 227); - - if (sample.size() != inputSize) - resize(sample, sample, inputSize); - - net.setInput(blobFromImage(sample), "data"); - Mat out = net.forward("prob"); - Mat ref = blobFromNPY(_tf("caffe_alexnet_prob.npy")); - normAssert(ref, out); -} - -#if !defined(_WIN32) || defined(_WIN64) -TEST(Reproducibility_FCN, Accuracy) -{ - Net net; - { - const string proto = findDataFile("dnn/fcn8s-heavy-pascal.prototxt", false); - const string model = findDataFile("dnn/fcn8s-heavy-pascal.caffemodel", false); - Ptr importer = createCaffeImporter(proto, model); - ASSERT_TRUE(importer != NULL); - importer->populateNet(net); - } - - Mat sample = imread(_tf("street.png")); - ASSERT_TRUE(!sample.empty()); - - Size inputSize(500, 500); - if (sample.size() != inputSize) - resize(sample, sample, inputSize); - - std::vector layerIds; - std::vector weights, blobs; - net.getMemoryConsumption(shape(1,3,227,227), layerIds, weights, blobs); - - net.setInput(blobFromImage(sample), "data"); - Mat out = net.forward("score"); - Mat ref = blobFromNPY(_tf("caffe_fcn8s_prob.npy")); - normAssert(ref, out); -} -#endif - -TEST(Reproducibility_SSD, Accuracy) -{ - Net net; - { - const string proto = findDataFile("dnn/ssd_vgg16.prototxt", false); - const string model = findDataFile("dnn/VGG_ILSVRC2016_SSD_300x300_iter_440000.caffemodel", false); - Ptr importer = createCaffeImporter(proto, model); - ASSERT_TRUE(importer != NULL); - importer->populateNet(net); - } - - Mat sample = imread(_tf("street.png")); - ASSERT_TRUE(!sample.empty()); - - if (sample.channels() == 4) - cvtColor(sample, sample, COLOR_BGRA2BGR); - - sample.convertTo(sample, CV_32F); - resize(sample, sample, Size(300, 300)); - - Mat in_blob = blobFromImage(sample); - net.setInput(in_blob, "data"); - Mat out = net.forward("detection_out"); - - Mat ref = blobFromNPY(_tf("ssd_out.npy")); - normAssert(ref, out); -} -} diff --git a/modules/dnn/test/test_common.hpp b/modules/dnn/test/test_common.hpp deleted file mode 100644 index a436daece..000000000 --- a/modules/dnn/test/test_common.hpp +++ /dev/null @@ -1,60 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -#ifndef __OPENCV_TEST_COMMON_HPP__ -#define __OPENCV_TEST_COMMON_HPP__ - -inline const std::string &getOpenCVExtraDir() -{ - return cvtest::TS::ptr()->get_data_path(); -} - -inline void normAssert(cv::InputArray ref, cv::InputArray test, const char *comment = "", - double l1 = 0.00001, double lInf = 0.0001) -{ - double normL1 = cvtest::norm(ref, test, cv::NORM_L1) / ref.getMat().total(); - EXPECT_LE(normL1, l1) << comment; - - double normInf = cvtest::norm(ref, test, cv::NORM_INF); - EXPECT_LE(normInf, lInf) << comment; -} - -#endif diff --git a/modules/dnn/test/test_googlenet.cpp b/modules/dnn/test/test_googlenet.cpp deleted file mode 100644 index e97281b3d..000000000 --- a/modules/dnn/test/test_googlenet.cpp +++ /dev/null @@ -1,107 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -#include "test_precomp.hpp" -#include "npy_blob.hpp" -#include -#include - -namespace cvtest -{ - -using namespace cv; -using namespace cv::dnn; - -template -static std::string _tf(TString filename) -{ - return (getOpenCVExtraDir() + "/dnn/") + filename; -} - -static void launchGoogleNetTest() -{ - Net net; - { - const string proto = findDataFile("dnn/bvlc_googlenet.prototxt", false); - const string model = findDataFile("dnn/bvlc_googlenet.caffemodel", false); - Ptr importer = createCaffeImporter(proto, model); - ASSERT_TRUE(importer != NULL); - importer->populateNet(net); - } - - std::vector inpMats; - inpMats.push_back( imread(_tf("googlenet_0.png")) ); - inpMats.push_back( imread(_tf("googlenet_1.png")) ); - ASSERT_TRUE(!inpMats[0].empty() && !inpMats[1].empty()); - - net.setInput(blobFromImages(inpMats), "data"); - Mat out = net.forward("prob"); - - Mat ref = blobFromNPY(_tf("googlenet_prob.npy")); - normAssert(out, ref); - - std::vector blobsNames; - blobsNames.push_back("conv1/7x7_s2"); - blobsNames.push_back("conv1/relu_7x7"); - blobsNames.push_back("inception_4c/1x1"); - blobsNames.push_back("inception_4c/relu_1x1"); - std::vector outs; - Mat in = blobFromImage(inpMats[0]); - net.setInput(in, "data"); - net.forward(outs, blobsNames); - CV_Assert(outs.size() == blobsNames.size()); - - for (int i = 0; i < blobsNames.size(); i++) - { - std::string filename = blobsNames[i]; - std::replace( filename.begin(), filename.end(), '/', '#'); - Mat ref = blobFromNPY(_tf("googlenet_" + filename + ".npy")); - - normAssert(outs[i], ref, "", 1E-4, 1E-2); - } -} - -TEST(Reproducibility_GoogLeNet, Accuracy) -{ - launchGoogleNetTest(); -} - -} diff --git a/modules/dnn/test/test_halide_layers.cpp b/modules/dnn/test/test_halide_layers.cpp deleted file mode 100644 index c572a8471..000000000 --- a/modules/dnn/test/test_halide_layers.cpp +++ /dev/null @@ -1,626 +0,0 @@ -// This file is part of OpenCV project. -// It is subject to the license terms in the LICENSE file found in the top-level directory -// of this distribution and at http://opencv.org/license.html. -// -// Copyright (C) 2017, Intel Corporation, all rights reserved. -// Third party copyrights are property of their respective owners. - -// This tests doesn't require any external data. They just compare outputs of -// layers using different computation backends. Input and parameters are random. - -namespace cvtest -{ - -#ifdef HAVE_HALIDE -using namespace cv; -using namespace cv::dnn; -using namespace testing; - -static void test(LayerParams& params, Mat& input) -{ - randu(input, -1.0f, 1.0f); - - Net net; - int lid = net.addLayer(params.name, params.type, params); - net.connect(0, 0, lid, 0); - - net.setInput(input); - Mat outputDefault = net.forward(params.name).clone(); - - net.setPreferableBackend(DNN_BACKEND_HALIDE); - Mat outputHalide = net.forward(params.name).clone(); - normAssert(outputDefault, outputHalide); -} - -//////////////////////////////////////////////////////////////////////////////// -// Convolution -//////////////////////////////////////////////////////////////////////////////// -typedef TestWithParam > Convolution; -TEST_P(Convolution, Accuracy) -{ - int inChannels = get<0>(GetParam())[0]; - int outChannels = get<0>(GetParam())[1]; - int group = get<0>(GetParam())[2]; - Size inSize = get<1>(GetParam()); - Size kernel = get<2>(GetParam()); - Size stride = get<3>(GetParam()); - Size pad = get<4>(GetParam()); - Size dilation = get<5>(GetParam()); - bool hasBias = get<6>(GetParam()); - - Mat weights({outChannels, inChannels / group, kernel.height, kernel.width}, CV_32F); - randu(weights, -1.0f, 1.0f); - - LayerParams lp; - lp.set("kernel_w", kernel.width); - lp.set("kernel_h", kernel.height); - lp.set("pad_w", pad.width); - lp.set("pad_h", pad.height); - lp.set("stride_w", stride.width); - lp.set("stride_h", stride.height); - lp.set("dilation_w", dilation.width); - lp.set("dilation_h", dilation.height); - lp.set("num_output", outChannels); - lp.set("group", group); - lp.set("bias_term", hasBias); - lp.type = "Convolution"; - lp.name = "testLayer"; - lp.blobs.push_back(weights); - if (hasBias) - { - Mat bias({outChannels}, CV_32F); - randu(bias, -1.0f, 1.0f); - lp.blobs.push_back(bias); - } - Mat input({1, inChannels, inSize.height, inSize.width}, CV_32F); - test(lp, input); -} - -INSTANTIATE_TEST_CASE_P(Layer_Test_Halide, Convolution, Combine( -/*in channels, out channels, group*/ - Values(Vec3i(6, 4, 1), Vec3i(6, 9, 1), - Vec3i(6, 4, 2), Vec3i(6, 9, 3)), -/*in size*/ Values(Size(5, 6)), -/*kernel*/ Values(Size(3, 1), Size(1, 3)), -/*stride*/ Values(Size(1, 1), Size(2, 2)), -/*pad*/ Values(Size(1, 0), Size(0, 1)), -/*dilation*/ Values(Size(1, 1), Size(2, 2)), -/*has bias*/ Bool() -)); - -//////////////////////////////////////////////////////////////////////////////// -// Deconvolution -//////////////////////////////////////////////////////////////////////////////// -typedef TestWithParam > Deconvolution; -TEST_P(Deconvolution, Accuracy) -{ - int inChannels = get<0>(GetParam())[0]; - int outChannels = get<0>(GetParam())[1]; - int group = get<0>(GetParam())[2]; - Size inSize = get<1>(GetParam()); - Size kernel = get<2>(GetParam()); - Size pad = get<3>(GetParam()); - Size dilation = get<4>(GetParam()); - Size stride = Size(get<5>(GetParam())[0], get<5>(GetParam())[1]); - Size adjPad = Size(get<5>(GetParam())[2], get<5>(GetParam())[3]); - bool hasBias = get<6>(GetParam()); - - Mat weights({outChannels, inChannels / group, kernel.height, kernel.width}, CV_32F); - randu(weights, -1.0f, 1.0f); - - LayerParams lp; - lp.set("kernel_w", kernel.width); - lp.set("kernel_h", kernel.height); - lp.set("pad_w", pad.width); - lp.set("pad_h", pad.height); - lp.set("stride_w", stride.width); - lp.set("stride_h", stride.height); - lp.set("dilation_w", dilation.width); - lp.set("dilation_h", dilation.height); - lp.set("adj_w", adjPad.width); - lp.set("adj_h", adjPad.height); - lp.set("num_output", outChannels); - lp.set("group", group); - lp.set("bias_term", hasBias); - lp.type = "Deconvolution"; - lp.name = "testLayer"; - lp.blobs.push_back(weights); - if (hasBias) - { - Mat bias({outChannels}, CV_32F); - randu(bias, -1.0f, 1.0f); - lp.blobs.push_back(bias); - } - Mat input({1, inChannels, inSize.height, inSize.width}, CV_32F); - test(lp, input); -} - -INSTANTIATE_TEST_CASE_P(Layer_Test_Halide, Deconvolution, Combine( -/*in channels, out channels, group*/ - Values(Vec3i(6, 4, 1), Vec3i(6, 9, 1)), -/*in size*/ Values(Size(5, 6)), -/*kernel*/ Values(Size(3, 1), Size(1, 3)), -/*pad*/ Values(Size(1, 0), Size(0, 1)), -/*dilation*/ Values(Size(1, 1), Size(2, 2)), -/*stride, adj. pad*/ Values(Vec4i(1,1, 0,0), Vec4i(2,2, 1,0), Vec4i(1,2, 0,1)), -/*has bias*/ Bool() -)); - -//////////////////////////////////////////////////////////////////////////////// -// LRN -//////////////////////////////////////////////////////////////////////////////// -typedef TestWithParam > LRN; -TEST_P(LRN, Accuracy) -{ - int inChannels = get<0>(GetParam())[0]; - Size inSize = Size(get<0>(GetParam())[1], get<0>(GetParam())[2]); - int localSize = get<1>(GetParam()); - float alpha = get<2>(GetParam())[0]; - float beta = get<2>(GetParam())[1]; - float bias = get<2>(GetParam())[2]; - bool normBySize = get<3>(GetParam()); - std::string nrmType = get<4>(GetParam()); - - LayerParams lp; - lp.set("norm_region", nrmType); - lp.set("local_size", localSize); - lp.set("alpha", alpha); - lp.set("beta", beta); - lp.set("bias", bias); - lp.set("norm_by_size", normBySize); - lp.type = "LRN"; - lp.name = "testLayer"; - - Mat input({1, inChannels, inSize.height, inSize.width}, CV_32F); - test(lp, input); -} - -INSTANTIATE_TEST_CASE_P(Layer_Test_Halide, LRN, Combine( -/*input ch,w,h*/ Values(Vec3i(6, 5, 8), Vec3i(7, 11, 6)), -/*local size*/ Values(3, 5), - Values(Vec3f(0.9f, 1.0f, 1.1f), Vec3f(0.9f, 1.1f, 1.0f), -/*alpha, beta,*/ Vec3f(1.0f, 0.9f, 1.1f), Vec3f(1.0f, 1.1f, 0.9f), -/*bias */ Vec3f(1.1f, 0.9f, 1.0f), Vec3f(1.1f, 1.0f, 0.9f)), -/*norm_by_size*/ Bool(), -/*norm_type*/ Values("ACROSS_CHANNELS", "WITHIN_CHANNEL") -)); - -//////////////////////////////////////////////////////////////////////////////// -// Average pooling -//////////////////////////////////////////////////////////////////////////////// -typedef TestWithParam > AvePooling; -TEST_P(AvePooling, Accuracy) -{ - int inChannels = get<0>(GetParam()); - Size outSize = get<1>(GetParam());; // Input size will be computed from parameters. - Size kernel = get<2>(GetParam()); - Size stride = get<3>(GetParam()); - - const int inWidth = (outSize.width - 1) * stride.width + kernel.width; - const int inHeight = (outSize.height - 1) * stride.height + kernel.height; - - LayerParams lp; - lp.set("pool", "ave"); - lp.set("kernel_w", kernel.width); - lp.set("kernel_h", kernel.height); - lp.set("stride_w", stride.width); - lp.set("stride_h", stride.height); - lp.type = "Pooling"; - lp.name = "testLayer"; - - Mat input({1, inChannels, inHeight, inWidth}, CV_32F); - test(lp, input); -} - -INSTANTIATE_TEST_CASE_P(Layer_Test_Halide, AvePooling, Combine( -/*in channels*/ Values(3, 4), -/*out size*/ Values(Size(1, 1), Size(2, 2), Size(3, 2), Size(4, 7)), -/*kernel*/ Values(Size(1, 1), Size(2, 2), Size(3, 3), Size(3, 2)), -/*stride*/ Values(Size(1, 1), Size(2, 2), Size(3, 2)) -)); - -//////////////////////////////////////////////////////////////////////////////// -// Maximum pooling -//////////////////////////////////////////////////////////////////////////////// -typedef TestWithParam > MaxPooling; -TEST_P(MaxPooling, Accuracy) -{ - int inChannels = get<0>(GetParam()); - Size inSize = get<1>(GetParam()); - Size kernel = get<2>(GetParam()); - Size stride = get<3>(GetParam()); - Size pad = get<4>(GetParam()); - - LayerParams lp; - lp.set("pool", "max"); - lp.set("kernel_w", kernel.width); - lp.set("kernel_h", kernel.height); - lp.set("stride_w", stride.width); - lp.set("stride_h", stride.height); - lp.set("pad_w", pad.width); - lp.set("pad_h", pad.height); - lp.type = "Pooling"; - lp.name = "testLayer"; - - Mat input({1, inChannels, inSize.height, inSize.width}, CV_32F); - test(lp, input); -} - -INSTANTIATE_TEST_CASE_P(Layer_Test_Halide, MaxPooling, Combine( -/*in channels*/ Values(3, 4), -/*in size*/ Values(Size(5, 5), Size(7, 6)), -/*kernel*/ Values(Size(2, 2), Size(3, 3), Size(3, 2)), -/*stride*/ Values(Size(1, 1), Size(2, 2), Size(3, 2)), -/*pad*/ Values(Size(0, 0), Size(1, 1), Size(0, 1)) -)); - -//////////////////////////////////////////////////////////////////////////////// -// Fully-connected -//////////////////////////////////////////////////////////////////////////////// -typedef TestWithParam > FullyConnected; -TEST_P(FullyConnected, Accuracy) -{ - int inChannels = get<0>(GetParam()); - Size inSize = get<1>(GetParam()); - int outChannels = get<2>(GetParam()); - bool hasBias = get<3>(GetParam()); - - Mat weights(outChannels, inChannels * inSize.height * inSize.width, CV_32F); - randu(weights, -1.0f, 1.0f); - - Mat bias(1, outChannels, CV_32F); - randu(bias, -1.0f, 1.0f); - - LayerParams lp; - lp.set("num_output", outChannels); - lp.set("bias_term", hasBias); - lp.blobs.push_back(weights); - lp.blobs.push_back(bias); - lp.type = "InnerProduct"; - lp.name = "testLayer"; - - Mat input({1, inChannels, inSize.height, inSize.width}, CV_32F); - test(lp, input); -} - -INSTANTIATE_TEST_CASE_P(Layer_Test_Halide, FullyConnected, Combine( -/*in channels*/ Values(3, 4), -/*in size*/ Values(Size(5, 4), Size(4, 5), Size(1, 1)), -/*out channels*/ Values(3, 4), -/*has bias*/ Bool() -)); - -//////////////////////////////////////////////////////////////////////////////// -// SoftMax -//////////////////////////////////////////////////////////////////////////////// -typedef TestWithParam > SoftMax; -TEST_P(SoftMax, Accuracy) -{ - int inChannels = get<0>(GetParam()); - LayerParams lp; - lp.type = "SoftMax"; - lp.name = "testLayer"; - - Mat input({1, inChannels, 1, 1}, CV_32F); - test(lp, input); -} - -INSTANTIATE_TEST_CASE_P(Layer_Test_Halide, SoftMax, Values(3, 4, 5, 1024)); - -////////////////////////////////////////////////////////////////////////////// -// Max pooling - unpooling -////////////////////////////////////////////////////////////////////////////// -TEST(MaxPoolUnpool_Halide, Accuracy) -{ - LayerParams pool; - pool.set("pool", "max"); - pool.set("kernel_w", 2); - pool.set("kernel_h", 2); - pool.set("stride_w", 2); - pool.set("stride_h", 2); - pool.set("pad_w", 0); - pool.set("pad_h", 0); - pool.type = "Pooling"; - pool.name = "testPool"; - - LayerParams unpool; - unpool.set("pool_k_w", 2); - unpool.set("pool_k_h", 2); - unpool.set("pool_stride_w", 2); - unpool.set("pool_stride_h", 2); - unpool.set("pool_pad_w", 0); - unpool.set("pool_pad_h", 0); - unpool.type = "MaxUnpool"; - unpool.name = "testUnpool"; - - Net net; - int poolId = net.addLayer(pool.name, pool.type, pool); - net.connect(0, 0, poolId, 0); - - int unpoolId = net.addLayer(unpool.name, unpool.type, unpool); - net.connect(poolId, 0, unpoolId, 0); - net.connect(poolId, 1, unpoolId, 1); - - Mat input({1, 1, 4, 4}, CV_32F); - randu(input, -1.0f, 1.0f); - net.setInput(input); - Mat outputDefault = net.forward("testUnpool").clone(); - - net.setPreferableBackend(DNN_BACKEND_HALIDE); - net.setInput(input); - Mat outputHalide = net.forward("testUnpool").clone(); - normAssert(outputDefault, outputHalide); -} - -//////////////////////////////////////////////////////////////////////////////// -// AvePooling + in-place layers -//////////////////////////////////////////////////////////////////////////////// -static const int kNumChannels = 3; - -void testInPlaceActivation(LayerParams& lp) -{ - EXPECT_FALSE(lp.name.empty()); - - LayerParams pool; - pool.set("pool", "ave"); - pool.set("kernel_w", 2); - pool.set("kernel_h", 2); - pool.set("stride_w", 2); - pool.set("stride_h", 2); - pool.type = "Pooling"; - - Net net; - int poolId = net.addLayer(pool.name, pool.type, pool); - net.connect(0, 0, poolId, 0); - net.addLayerToPrev(lp.name, lp.type, lp); - - Mat input({1, kNumChannels, 10, 10}, CV_32F); - randu(input, -1.0f, 1.0f); - net.setInput(input); - Mat outputDefault = net.forward(lp.name).clone(); - - net.setInput(input); - net.setPreferableBackend(DNN_BACKEND_HALIDE); - Mat outputHalide = net.forward(lp.name).clone(); - normAssert(outputDefault, outputHalide); -} - -typedef TestWithParam > BatchNorm; -TEST_P(BatchNorm, Accuracy) -{ - bool hasWeights = get<0>(GetParam()); - bool hasBias = get<1>(GetParam()); - float epsilon = get<2>(GetParam()); - - LayerParams lp; - lp.set("has_weight", hasWeights); - lp.set("has_bias", hasBias); - lp.set("eps", epsilon); - lp.type = "BatchNorm"; - lp.name = "testLayer"; - - lp.blobs.reserve(4); - for (int i = 0; i < 3; ++i) - lp.blobs.push_back(Mat({kNumChannels}, CV_32F)); - if (hasBias || hasWeights) - lp.blobs.push_back(Mat({kNumChannels}, CV_32F)); - - for (Mat& m : lp.blobs) - randu(m, 0.0f, 1.0f); - - testInPlaceActivation(lp); -} - -INSTANTIATE_TEST_CASE_P(Layer_Test_Halide, BatchNorm, Combine( -/*has weights*/ Bool(), -/*has bias*/ Bool(), -/*epsilon*/ Values(1e-3f, 1e-5f) -)); - -typedef TestWithParam > ReLU; -TEST_P(ReLU, Accuracy) -{ - float negativeSlope = get<0>(GetParam()); - - LayerParams lp; - lp.set("negative_slope", negativeSlope); - lp.type = "ReLU"; - lp.name = "testLayer"; - testInPlaceActivation(lp); -} - -INSTANTIATE_TEST_CASE_P(Layer_Test_Halide, ReLU, Values( -/*negative slope*/ 2.0f, 0.3f, -0.1f -)); - -typedef TestWithParam > NoParamActivation; -TEST_P(NoParamActivation, Accuracy) -{ - LayerParams lp; - lp.type = get<0>(GetParam()); - lp.name = "testLayer"; - testInPlaceActivation(lp); -} -INSTANTIATE_TEST_CASE_P(Layer_Test_Halide, NoParamActivation, Values( -/*type*/ "TanH", "Sigmoid", "AbsVal", "BNLL" -)); - -typedef TestWithParam > Power; -TEST_P(Power, Accuracy) -{ - float power = get<0>(GetParam())[0]; - float scale = get<0>(GetParam())[1]; - float shift = get<0>(GetParam())[2]; - - LayerParams lp; - lp.set("power", power); - lp.set("scale", scale); - lp.set("shift", shift); - lp.type = "Power"; - lp.name = "testLayer"; - testInPlaceActivation(lp); -} - -INSTANTIATE_TEST_CASE_P(Layer_Test_Halide, Power, -/*power, scale, shift*/ Values(Vec3f(0.9f, 1.0f, 1.1f), Vec3f(0.9f, 1.1f, 1.0f), - Vec3f(1.0f, 0.9f, 1.1f), Vec3f(1.0f, 1.1f, 0.9f), - Vec3f(1.1f, 0.9f, 1.0f), Vec3f(1.1f, 1.0f, 0.9f)) -); - -TEST(ChannelsPReLU, Accuracy) -{ - LayerParams lp; - lp.type = "ChannelsPReLU"; - lp.name = "testLayer"; - lp.blobs.push_back(Mat({kNumChannels}, CV_32F)); - randu(lp.blobs[0], -1.0f, 1.0f); - - testInPlaceActivation(lp); -} - -typedef TestWithParam > Scale; -TEST_P(Scale, Accuracy) -{ - bool hasBias = get<0>(GetParam()); - - LayerParams lp; - lp.set("bias_term", hasBias); - lp.type = "Scale"; - lp.name = "testLayer"; - lp.blobs.push_back(Mat({kNumChannels}, CV_32F)); - randu(lp.blobs[0], -1.0f, 1.0f); - if (hasBias) - { - lp.blobs.push_back(Mat({kNumChannels}, CV_32F)); - randu(lp.blobs[1], -1.0f, 1.0f); - } - testInPlaceActivation(lp); -} - -INSTANTIATE_TEST_CASE_P(Layer_Test_Halide, Scale, Values(true, false)); - -//////////////////////////////////////////////////////////////////////////////// -// Concat layer -//////////////////////////////////////////////////////////////////////////////// -// -// input --- conv --- concat --- output -// `--- conv ----^ ^ ^ -// `---- ... ------' ' -// `-----------------' -typedef TestWithParam > Concat; -TEST_P(Concat, Accuracy) -{ - Vec3i inSize = get<0>(GetParam()); - Vec3i numChannels = get<1>(GetParam()); - - Net net; - - LayerParams concatParam; - concatParam.type = "Concat"; - concatParam.name = "testLayer"; - int concatId = net.addLayer(concatParam.name, concatParam.type, concatParam); - net.connect(0, 0, concatId, 0); - - for (int i = 0, n = numChannels.channels; i < n; ++i) - { - if (!numChannels[i]) - break; - - Mat weights({numChannels[i], inSize[0], 1, 1}, CV_32F); - randu(weights, -1.0f, 1.0f); - - LayerParams convParam; - convParam.set("kernel_w", 1); - convParam.set("kernel_h", 1); - convParam.set("num_output", numChannels[i]); - convParam.set("bias_term", false); - convParam.type = "Convolution"; - std::ostringstream ss; - ss << "convLayer" << i; - convParam.name = ss.str(); - convParam.blobs.push_back(weights); - - int convId = net.addLayer(convParam.name, convParam.type, convParam); - net.connect(0, 0, convId, 0); - net.connect(convId, 0, concatId, i + 1); - } - - Mat input({1, inSize[0], inSize[1], inSize[2]}, CV_32F); - randu(input, -1.0f, 1.0f); - - net.setInput(input); - Mat outputDefault = net.forward(concatParam.name).clone(); - - net.setPreferableBackend(DNN_BACKEND_HALIDE); - Mat outputHalide = net.forward(concatParam.name).clone(); - normAssert(outputDefault, outputHalide); -} - -INSTANTIATE_TEST_CASE_P(Layer_Test_Halide, Concat, Combine( -/*input size*/ Values(Vec3i(1, 4, 5), Vec3i(2, 8, 6)), -/*channels*/ Values(Vec3i(2, 0, 0), Vec3i(3, 4, 0), Vec3i(1, 6, 2)) -)); - -//////////////////////////////////////////////////////////////////////////////// -// Element-wise layers -//////////////////////////////////////////////////////////////////////////////// -// -// input --- conv --- eltwise --- output -// `--- conv ----^ ^ ^ -// `---- ... ------' ' -// `-----------------' -typedef TestWithParam > Eltwise; -TEST_P(Eltwise, Accuracy) -{ - Vec3i inSize = get<0>(GetParam()); - std::string op = get<1>(GetParam()); - int numConv = get<2>(GetParam()); - - Net net; - - LayerParams eltwiseParam; - eltwiseParam.type = "Eltwise"; - eltwiseParam.name = "testLayer"; - int eltwiseId = net.addLayer(eltwiseParam.name, eltwiseParam.type, eltwiseParam); - net.connect(0, 0, eltwiseId, 0); - - for (int i = 0; i < numConv; ++i) - { - Mat weights({inSize[0], inSize[0], 1, 1}, CV_32F); - randu(weights, -1.0f, 1.0f); - - LayerParams convParam; - convParam.set("kernel_w", 1); - convParam.set("kernel_h", 1); - convParam.set("num_output", inSize[0]); - convParam.set("bias_term", false); - convParam.type = "Convolution"; - std::ostringstream ss; - ss << "convLayer" << i; - convParam.name = ss.str(); - convParam.blobs.push_back(weights); - - int convId = net.addLayer(convParam.name, convParam.type, convParam); - net.connect(0, 0, convId, 0); - net.connect(convId, 0, eltwiseId, i + 1); - } - - Mat input({1, inSize[0], inSize[1], inSize[2]}, CV_32F); - randu(input, -1.0f, 1.0f); - - net.setInput(input); - Mat outputDefault = net.forward(eltwiseParam.name).clone(); - - net.setPreferableBackend(DNN_BACKEND_HALIDE); - Mat outputHalide = net.forward(eltwiseParam.name).clone(); - normAssert(outputDefault, outputHalide); -} - -INSTANTIATE_TEST_CASE_P(Layer_Test_Halide, Eltwise, Combine( -/*input size*/ Values(Vec3i(1, 4, 5), Vec3i(2, 8, 6)), -/*operation*/ Values("prod", "sum", "max"), -/*num convs*/ Values(1, 2, 3) -)); -#endif // HAVE_HALIDE - -} // namespace cvtest diff --git a/modules/dnn/test/test_halide_nets.cpp b/modules/dnn/test/test_halide_nets.cpp deleted file mode 100644 index 206a71c95..000000000 --- a/modules/dnn/test/test_halide_nets.cpp +++ /dev/null @@ -1,173 +0,0 @@ -// This file is part of OpenCV project. -// It is subject to the license terms in the LICENSE file found in the top-level directory -// of this distribution and at http://opencv.org/license.html. -// -// Copyright (C) 2017, Intel Corporation, all rights reserved. -// Third party copyrights are property of their respective owners. - -namespace cvtest -{ - -#ifdef HAVE_HALIDE -using namespace cv; -using namespace dnn; - -static void loadNet(const std::string& weights, const std::string& proto, - const std::string& framework, Net* net) -{ - if (framework == "caffe") - { - *net = cv::dnn::readNetFromCaffe(proto, weights); - } - else if (framework == "torch") - { - *net = cv::dnn::readNetFromTorch(weights); - } - else if (framework == "tensorflow") - { - *net = cv::dnn::readNetFromTensorflow(weights); - } - else - CV_Error(Error::StsNotImplemented, "Unknown framework " + framework); -} - -static void test(const std::string& weights, const std::string& proto, - const std::string& scheduler, int inWidth, int inHeight, - const std::string& outputLayer, const std::string& framework, - int targetId, double l1 = 1e-5, double lInf = 1e-4) -{ - Mat input(inHeight, inWidth, CV_32FC3), outputDefault, outputHalide; - randu(input, 0.0f, 1.0f); - - Net netDefault, netHalide; - loadNet(weights, proto, framework, &netDefault); - loadNet(weights, proto, framework, &netHalide); - - netDefault.setInput(blobFromImage(input.clone(), 1.0f, Size(), Scalar(), false)); - outputDefault = netDefault.forward(outputLayer).clone(); - - netHalide.setInput(blobFromImage(input.clone(), 1.0f, Size(), Scalar(), false)); - netHalide.setPreferableBackend(DNN_BACKEND_HALIDE); - netHalide.setPreferableTarget(targetId); - netHalide.setHalideScheduler(scheduler); - outputHalide = netHalide.forward(outputLayer).clone(); - - normAssert(outputDefault, outputHalide, "First run", l1, lInf); - - // An extra test: change input. - input *= 0.1f; - netDefault.setInput(blobFromImage(input.clone(), 1.0, Size(), Scalar(), false)); - netHalide.setInput(blobFromImage(input.clone(), 1.0, Size(), Scalar(), false)); - - normAssert(outputDefault, outputHalide, "Second run", l1, lInf); - - // Swap backends. - netHalide.setPreferableBackend(DNN_BACKEND_DEFAULT); - netHalide.setPreferableTarget(DNN_TARGET_CPU); - outputDefault = netHalide.forward(outputLayer).clone(); - - netDefault.setPreferableBackend(DNN_BACKEND_HALIDE); - netDefault.setPreferableTarget(targetId); - netDefault.setHalideScheduler(scheduler); - outputHalide = netDefault.forward(outputLayer).clone(); - - normAssert(outputDefault, outputHalide, "Swap backends", l1, lInf); -} - -//////////////////////////////////////////////////////////////////////////////// -// CPU target -//////////////////////////////////////////////////////////////////////////////// -TEST(Reproducibility_GoogLeNet_Halide, Accuracy) -{ - test(findDataFile("dnn/bvlc_googlenet.caffemodel", false), - findDataFile("dnn/bvlc_googlenet.prototxt", false), - "", 227, 227, "prob", "caffe", DNN_TARGET_CPU); -}; - -TEST(Reproducibility_AlexNet_Halide, Accuracy) -{ - test(findDataFile("dnn/bvlc_alexnet.caffemodel", false), - findDataFile("dnn/bvlc_alexnet.prototxt", false), - findDataFile("dnn/halide_scheduler_alexnet.yml", false), - 227, 227, "prob", "caffe", DNN_TARGET_CPU); -}; - -TEST(Reproducibility_ResNet_50_Halide, Accuracy) -{ - test(findDataFile("dnn/ResNet-50-model.caffemodel", false), - findDataFile("dnn/ResNet-50-deploy.prototxt", false), - findDataFile("dnn/halide_scheduler_resnet_50.yml", false), - 224, 224, "prob", "caffe", DNN_TARGET_CPU); -}; - -TEST(Reproducibility_SqueezeNet_v1_1_Halide, Accuracy) -{ - test(findDataFile("dnn/squeezenet_v1_1.caffemodel", false), - findDataFile("dnn/squeezenet_v1_1.prototxt", false), - findDataFile("dnn/halide_scheduler_squeezenet_v1_1.yml", false), - 227, 227, "prob", "caffe", DNN_TARGET_CPU); -}; - -TEST(Reproducibility_Inception_5h_Halide, Accuracy) -{ - test(findDataFile("dnn/tensorflow_inception_graph.pb", false), "", - findDataFile("dnn/halide_scheduler_inception_5h.yml", false), - 224, 224, "softmax2", "tensorflow", DNN_TARGET_CPU); -}; - -TEST(Reproducibility_ENet_Halide, Accuracy) -{ - test(findDataFile("dnn/Enet-model-best.net", false), "", - findDataFile("dnn/halide_scheduler_enet.yml", false), - 512, 512, "l367_Deconvolution", "torch", DNN_TARGET_CPU, 2e-5, 0.15); -}; -//////////////////////////////////////////////////////////////////////////////// -// OpenCL target -//////////////////////////////////////////////////////////////////////////////// -TEST(Reproducibility_GoogLeNet_Halide_opencl, Accuracy) -{ - test(findDataFile("dnn/bvlc_googlenet.caffemodel", false), - findDataFile("dnn/bvlc_googlenet.prototxt", false), - "", 227, 227, "prob", "caffe", DNN_TARGET_OPENCL); -}; - -TEST(Reproducibility_AlexNet_Halide_opencl, Accuracy) -{ - test(findDataFile("dnn/bvlc_alexnet.caffemodel", false), - findDataFile("dnn/bvlc_alexnet.prototxt", false), - findDataFile("dnn/halide_scheduler_opencl_alexnet.yml", false), - 227, 227, "prob", "caffe", DNN_TARGET_OPENCL); -}; - -TEST(Reproducibility_ResNet_50_Halide_opencl, Accuracy) -{ - test(findDataFile("dnn/ResNet-50-model.caffemodel", false), - findDataFile("dnn/ResNet-50-deploy.prototxt", false), - findDataFile("dnn/halide_scheduler_opencl_resnet_50.yml", false), - 224, 224, "prob", "caffe", DNN_TARGET_OPENCL); -}; - -TEST(Reproducibility_SqueezeNet_v1_1_Halide_opencl, Accuracy) -{ - test(findDataFile("dnn/squeezenet_v1_1.caffemodel", false), - findDataFile("dnn/squeezenet_v1_1.prototxt", false), - findDataFile("dnn/halide_scheduler_opencl_squeezenet_v1_1.yml", false), - 227, 227, "prob", "caffe", DNN_TARGET_OPENCL); -}; - -TEST(Reproducibility_Inception_5h_Halide_opencl, Accuracy) -{ - test(findDataFile("dnn/tensorflow_inception_graph.pb", false), "", - findDataFile("dnn/halide_scheduler_opencl_inception_5h.yml", false), - 224, 224, "softmax2", "tensorflow", DNN_TARGET_OPENCL); -}; - -TEST(Reproducibility_ENet_Halide_opencl, Accuracy) -{ - test(findDataFile("dnn/Enet-model-best.net", false), "", - findDataFile("dnn/halide_scheduler_opencl_enet.yml", false), - 512, 512, "l367_Deconvolution", "torch", DNN_TARGET_OPENCL, 2e-5, 0.14); -}; -#endif // HAVE_HALIDE - -} // namespace cvtest diff --git a/modules/dnn/test/test_layers.cpp b/modules/dnn/test/test_layers.cpp deleted file mode 100644 index 14c984f18..000000000 --- a/modules/dnn/test/test_layers.cpp +++ /dev/null @@ -1,417 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -#include "test_precomp.hpp" -#include -#include -#include "npy_blob.hpp" -#include -#include -#include - -namespace cvtest -{ - -using namespace cv; -using namespace cv::dnn; - -template -static String _tf(TString filename) -{ - String basetestdir = getOpenCVExtraDir(); - size_t len = basetestdir.size(); - if(len > 0 && basetestdir[len-1] != '/' && basetestdir[len-1] != '\\') - return (basetestdir + "/dnn/layers") + filename; - return (basetestdir + "dnn/layers/") + filename; -} - -void runLayer(Ptr layer, std::vector &inpBlobs, std::vector &outBlobs) -{ - size_t i, ninputs = inpBlobs.size(); - std::vector inp_(ninputs); - std::vector inp(ninputs); - std::vector outp, intp; - std::vector inputs, outputs, internals; - - for( i = 0; i < ninputs; i++ ) - { - inp_[i] = inpBlobs[i].clone(); - inp[i] = &inp_[i]; - inputs.push_back(shape(inp_[i])); - } - - layer->getMemoryShapes(inputs, 0, outputs, internals); - for(int i = 0; i < outputs.size(); i++) - { - outp.push_back(Mat(outputs[i], CV_32F)); - } - for(int i = 0; i < internals.size(); i++) - { - intp.push_back(Mat(internals[i], CV_32F)); - } - - layer->finalize(inp, outp); - layer->forward(inp, outp, intp); - - size_t noutputs = outp.size(); - outBlobs.resize(noutputs); - for( i = 0; i < noutputs; i++ ) - outBlobs[i] = outp[i]; -} - - -void testLayerUsingCaffeModels(String basename, bool useCaffeModel = false, bool useCommonInputBlob = true) -{ - String prototxt = _tf(basename + ".prototxt"); - String caffemodel = _tf(basename + ".caffemodel"); - - String inpfile = (useCommonInputBlob) ? _tf("blob.npy") : _tf(basename + ".input.npy"); - String outfile = _tf(basename + ".npy"); - - cv::setNumThreads(cv::getNumberOfCPUs()); - - Net net; - { - Ptr importer = createCaffeImporter(prototxt, (useCaffeModel) ? caffemodel : String()); - ASSERT_TRUE(importer != NULL); - importer->populateNet(net); - } - - Mat inp = blobFromNPY(inpfile); - Mat ref = blobFromNPY(outfile); - - net.setInput(inp, "input"); - Mat out = net.forward("output"); - - normAssert(ref, out); -} - -TEST(Layer_Test_Softmax, Accuracy) -{ - testLayerUsingCaffeModels("layer_softmax"); -} - -TEST(Layer_Test_LRN_spatial, Accuracy) -{ - testLayerUsingCaffeModels("layer_lrn_spatial"); -} - -TEST(Layer_Test_LRN_channels, Accuracy) -{ - testLayerUsingCaffeModels("layer_lrn_channels"); -} - -TEST(Layer_Test_Convolution, Accuracy) -{ - testLayerUsingCaffeModels("layer_convolution", true); -} - -TEST(Layer_Test_DeConvolution, Accuracy) -{ - testLayerUsingCaffeModels("layer_deconvolution", true, false); -} - -TEST(Layer_Test_InnerProduct, Accuracy) -{ - testLayerUsingCaffeModels("layer_inner_product", true); -} - -TEST(Layer_Test_Pooling_max, Accuracy) -{ - testLayerUsingCaffeModels("layer_pooling_max"); -} - -TEST(Layer_Test_Pooling_ave, Accuracy) -{ - testLayerUsingCaffeModels("layer_pooling_ave"); -} - -TEST(Layer_Test_MVN, Accuracy) -{ - testLayerUsingCaffeModels("layer_mvn"); -} - -void testReshape(const MatShape& inputShape, const MatShape& targetShape, - int axis = 0, int num_axes = -1, bool reorder_dims = false, - MatShape mask = MatShape()) -{ - LayerParams params; - params.set("axis", axis); - params.set("num_axes", num_axes); - params.set("reorder_dims", reorder_dims); - if (!mask.empty()) - { - params.set("dim", DictValue::arrayInt(&mask[0], mask.size())); - } - - Mat inp(inputShape.size(), &inputShape[0], CV_32F); - std::vector inpVec(1, inp); - std::vector outVec, intVec; - - Ptr rl = LayerFactory::createLayerInstance("Reshape", params); - runLayer(rl, inpVec, outVec); - - Mat& out = outVec[0]; - MatShape shape(out.size.p, out.size.p + out.dims); - EXPECT_EQ(shape, targetShape); -} - -TEST(Layer_Test_Reshape, Accuracy) -{ - { - int inp[] = {4, 3, 1, 2}; - int out[] = {4, 3, 2}; - testReshape(MatShape(inp, inp + 4), MatShape(out, out + 3), 2, 1); - } - { - int inp[] = {1, 128, 4, 4}; - int out[] = {1, 2048}; - int mask[] = {-1, 2048}; - testReshape(MatShape(inp, inp + 4), MatShape(out, out + 2), 0, -1, true, - MatShape(mask, mask + 2)); - } -} - -TEST(Layer_Test_BatchNorm, Accuracy) -{ - testLayerUsingCaffeModels("layer_batch_norm", true); -} - -TEST(Layer_Test_ReLU, Accuracy) -{ - testLayerUsingCaffeModels("layer_relu"); -} - -TEST(Layer_Test_Dropout, Accuracy) -{ - testLayerUsingCaffeModels("layer_dropout"); -} - -TEST(Layer_Test_Concat, Accuracy) -{ - testLayerUsingCaffeModels("layer_concat"); -} - -//template -//static void test_Layer_Concat() -//{ -// Matx21f a(1.f, 1.f), b(2.f, 2.f), c(3.f, 3.f); -// std::vector res(1), src = { Blob(XMat(a)), Blob(XMat(b)), Blob(XMat(c)) }; -// Blob ref(XMat(Matx23f(1.f, 2.f, 3.f, 1.f, 2.f, 3.f))); -// -// runLayer(ConcatLayer::create(1), src, res); -// normAssert(ref, res[0]); -//} -//TEST(Layer_Concat, Accuracy) -//{ -// test_Layer_Concat()); -//} -//OCL_TEST(Layer_Concat, Accuracy) -//{ -// OCL_ON(test_Layer_Concat()); -// ); -//} - -static void test_Reshape_Split_Slice_layers() -{ - Net net; - { - Ptr importer = createCaffeImporter(_tf("reshape_and_slice_routines.prototxt")); - ASSERT_TRUE(importer != NULL); - importer->populateNet(net); - } - - Mat input(6, 12, CV_32F); - RNG rng(0); - rng.fill(input, RNG::UNIFORM, -1, 1); - - net.setInput(input, "input"); - Mat output = net.forward("output"); - - normAssert(input, output); -} -TEST(Layer_Test_Reshape_Split_Slice, Accuracy) -{ - test_Reshape_Split_Slice_layers(); -} - -class Layer_LSTM_Test : public ::testing::Test -{ -public: - int numInp, numOut; - Mat Wh, Wx, b; - Ptr layer; - std::vector inputs, outputs; - - Layer_LSTM_Test() {} - - void init(const MatShape &inpShape_, const MatShape &outShape_) - { - numInp = total(inpShape_); - numOut = total(outShape_); - - Wh = Mat::ones(4 * numOut, numOut, CV_32F); - Wx = Mat::ones(4 * numOut, numInp, CV_32F); - b = Mat::ones(4 * numOut, 1, CV_32F); - - layer = LSTMLayer::create(LayerParams()); - layer->setWeights(Wh, Wx, b); - layer->setOutShape(outShape_); - } -}; - -TEST_F(Layer_LSTM_Test, get_set_test) -{ - const int TN = 4; - MatShape inpShape = shape(5, 3, 2); - MatShape outShape = shape(3, 1, 2); - MatShape inpResShape = concat(shape(TN), inpShape); - MatShape outResShape = concat(shape(TN), outShape); - - init(inpShape, outShape); - layer->setProduceCellOutput(true); - layer->setUseTimstampsDim(false); - layer->setOutShape(outShape); - - Mat C((int)outResShape.size(), &outResShape[0], CV_32F); - randu(C, -1., 1.); - Mat H = C.clone(); - randu(H, -1., 1.); - - Mat inp((int)inpResShape.size(), &inpResShape[0], CV_32F); - randu(inp, -1., 1.); - - inputs.push_back(inp); - runLayer(layer, inputs, outputs); - - EXPECT_EQ(2u, outputs.size()); - - print(outResShape, "outResShape"); - print(shape(outputs[0]), "out0"); - print(shape(outputs[0]), "out1"); - - EXPECT_EQ(outResShape, shape(outputs[0])); - EXPECT_EQ(outResShape, shape(outputs[1])); - - EXPECT_EQ(0, layer->inputNameToIndex("x")); - EXPECT_EQ(0, layer->outputNameToIndex("h")); - EXPECT_EQ(1, layer->outputNameToIndex("c")); -} - -TEST(Layer_LSTM_Test_Accuracy_with_, CaffeRecurrent) -{ - Ptr layer = LSTMLayer::create(LayerParams()); - - Mat Wx = blobFromNPY(_tf("lstm.prototxt.w_0.npy")); - Mat Wh = blobFromNPY(_tf("lstm.prototxt.w_2.npy")); - Mat b = blobFromNPY(_tf("lstm.prototxt.w_1.npy")); - layer->setWeights(Wh, Wx, b); - - Mat inp = blobFromNPY(_tf("recurrent.input.npy")); - std::vector inputs(1, inp), outputs; - runLayer(layer, inputs, outputs); - - Mat h_t_reference = blobFromNPY(_tf("lstm.prototxt.h_1.npy")); - normAssert(h_t_reference, outputs[0]); -} - -TEST(Layer_RNN_Test_Accuracy_with_, CaffeRecurrent) -{ - Ptr layer = RNNLayer::create(LayerParams()); - - layer->setWeights( - blobFromNPY(_tf("rnn.prototxt.w_0.npy")), - blobFromNPY(_tf("rnn.prototxt.w_1.npy")), - blobFromNPY(_tf("rnn.prototxt.w_2.npy")), - blobFromNPY(_tf("rnn.prototxt.w_3.npy")), - blobFromNPY(_tf("rnn.prototxt.w_4.npy")) ); - - std::vector output, input(1, blobFromNPY(_tf("recurrent.input.npy"))); - runLayer(layer, input, output); - - Mat h_ref = blobFromNPY(_tf("rnn.prototxt.h_1.npy")); - normAssert(h_ref, output[0]); -} - - -class Layer_RNN_Test : public ::testing::Test -{ -public: - int nX, nH, nO, nT, nS; - Mat Whh, Wxh, bh, Who, bo; - Ptr layer; - - std::vector inputs, outputs; - - Layer_RNN_Test() - { - nT = 3; - nS = 5; - nX = 31; - nH = 64; - nO = 100; - - Whh = Mat::ones(nH, nH, CV_32F); - Wxh = Mat::ones(nH, nX, CV_32F); - bh = Mat::ones(nH, 1, CV_32F); - Who = Mat::ones(nO, nH, CV_32F); - bo = Mat::ones(nO, 1, CV_32F); - - layer = RNNLayer::create(LayerParams()); - layer->setProduceHiddenOutput(true); - layer->setWeights(Wxh, bh, Whh, Who, bo); - } -}; - -TEST_F(Layer_RNN_Test, get_set_test) -{ - int sz[] = { nT, nS, 1, nX }; - Mat inp(4, sz, CV_32F); - randu(inp, -1., 1.); - inputs.push_back(inp); - runLayer(layer, inputs, outputs); - - EXPECT_EQ(outputs.size(), 2u); - EXPECT_EQ(shape(outputs[0]), shape(nT, nS, nO)); - EXPECT_EQ(shape(outputs[1]), shape(nT, nS, nH)); -} - -} diff --git a/modules/dnn/test/test_main.cpp b/modules/dnn/test/test_main.cpp deleted file mode 100644 index ead7916a0..000000000 --- a/modules/dnn/test/test_main.cpp +++ /dev/null @@ -1,20 +0,0 @@ -#include "test_precomp.hpp" - -static const char* extraTestDataPath = -#ifdef WINRT - NULL; -#else - getenv("OPENCV_DNN_TEST_DATA_PATH"); -#endif - -CV_TEST_MAIN("", - extraTestDataPath ? (void)cvtest::addDataSearchPath(extraTestDataPath) : (void)0 -) - -namespace cvtest -{ - -using namespace cv; -using namespace cv::dnn; - -} diff --git a/modules/dnn/test/test_precomp.hpp b/modules/dnn/test/test_precomp.hpp deleted file mode 100644 index ee13ebe19..000000000 --- a/modules/dnn/test/test_precomp.hpp +++ /dev/null @@ -1,62 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -#ifdef __GNUC__ -# pragma GCC diagnostic ignored "-Wmissing-declarations" -# if defined __clang__ || defined __APPLE__ -# pragma GCC diagnostic ignored "-Wmissing-prototypes" -# pragma GCC diagnostic ignored "-Wextra" -# endif -#endif - -#ifndef __OPENCV_TEST_PRECOMP_HPP__ -#define __OPENCV_TEST_PRECOMP_HPP__ - -#include "opencv2/core.hpp" -#include "opencv2/dnn.hpp" -#include "opencv2/highgui.hpp" -#include "opencv2/imgproc.hpp" -#include "opencv2/ts.hpp" -#include -#include -#include "test_common.hpp" - -#endif diff --git a/modules/dnn/test/test_tf_importer.cpp b/modules/dnn/test/test_tf_importer.cpp deleted file mode 100644 index fbddc15f5..000000000 --- a/modules/dnn/test/test_tf_importer.cpp +++ /dev/null @@ -1,74 +0,0 @@ -// This file is part of OpenCV project. -// It is subject to the license terms in the LICENSE file found in the top-level directory -// of this distribution and at http://opencv.org/license.html. - -// Copyright (C) 2016, Intel Corporation, all rights reserved. -// Third party copyrights are property of their respective owners. - -/* -Test for Tensorflow models loading -*/ - -#include "test_precomp.hpp" -#include "npy_blob.hpp" - -namespace cvtest -{ - -using namespace cv; -using namespace cv::dnn; - -template -static std::string _tf(TString filename) -{ - return (getOpenCVExtraDir() + "/dnn/") + filename; -} - -TEST(Test_TensorFlow, read_inception) -{ - Net net; - { - const string model = findDataFile("dnn/tensorflow_inception_graph.pb", false); - Ptr importer = createTensorflowImporter(model); - ASSERT_TRUE(importer != NULL); - importer->populateNet(net); - } - - Mat sample = imread(_tf("grace_hopper_227.png")); - ASSERT_TRUE(!sample.empty()); - Mat input; - resize(sample, input, Size(224, 224)); - input -= 128; // mean sub - - Mat inputBlob = blobFromImage(input); - - net.setInput(inputBlob, "input"); - Mat out = net.forward("softmax2"); - - std::cout << out.dims << std::endl; -} - -TEST(Test_TensorFlow, inception_accuracy) -{ - Net net; - { - const string model = findDataFile("dnn/tensorflow_inception_graph.pb", false); - Ptr importer = createTensorflowImporter(model); - ASSERT_TRUE(importer != NULL); - importer->populateNet(net); - } - - Mat sample = imread(_tf("grace_hopper_227.png")); - ASSERT_TRUE(!sample.empty()); - resize(sample, sample, Size(224, 224)); - Mat inputBlob = blobFromImage(sample); - - net.setInput(inputBlob, "input"); - Mat out = net.forward("softmax2"); - - Mat ref = blobFromNPY(_tf("tf_inception_prob.npy")); - - normAssert(ref, out); -} - -} diff --git a/modules/dnn/test/test_torch_importer.cpp b/modules/dnn/test/test_torch_importer.cpp deleted file mode 100644 index 5fc3c076b..000000000 --- a/modules/dnn/test/test_torch_importer.cpp +++ /dev/null @@ -1,207 +0,0 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// -// -// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. -// -// By downloading, copying, installing or using the software you agree to this license. -// If you do not agree to this license, do not download, install, -// copy or use the software. -// -// -// License Agreement -// For Open Source Computer Vision Library -// -// Copyright (C) 2013, OpenCV Foundation, all rights reserved. -// Third party copyrights are property of their respective owners. -// -// Redistribution and use in source and binary forms, with or without modification, -// are permitted provided that the following conditions are met: -// -// * Redistribution's of source code must retain the above copyright notice, -// this list of conditions and the following disclaimer. -// -// * Redistribution's in binary form must reproduce the above copyright notice, -// this list of conditions and the following disclaimer in the documentation -// and/or other materials provided with the distribution. -// -// * The name of the copyright holders may not be used to endorse or promote products -// derived from this software without specific prior written permission. -// -// This software is provided by the copyright holders and contributors "as is" and -// any express or implied warranties, including, but not limited to, the implied -// warranties of merchantability and fitness for a particular purpose are disclaimed. -// In no event shall the Intel Corporation or contributors be liable for any direct, -// indirect, incidental, special, exemplary, or consequential damages -// (including, but not limited to, procurement of substitute goods or services; -// loss of use, data, or profits; or business interruption) however caused -// and on any theory of liability, whether in contract, strict liability, -// or tort (including negligence or otherwise) arising in any way out of -// the use of this software, even if advised of the possibility of such damage. -// -//M*/ - -#ifdef ENABLE_TORCH_IMPORTER - -#include "test_precomp.hpp" -#include "npy_blob.hpp" -#include - -namespace cvtest -{ - -using namespace std; -using namespace testing; -using namespace cv; -using namespace cv::dnn; - -template -static std::string _tf(TStr filename, bool inTorchDir = true) -{ - String path = getOpenCVExtraDir() + "/dnn/"; - if (inTorchDir) - path += "torch/"; - path += filename; - return path; -} - -TEST(Torch_Importer, simple_read) -{ - Net net; - Ptr importer; - - ASSERT_NO_THROW( importer = createTorchImporter(_tf("net_simple_net.txt"), false) ); - ASSERT_TRUE( importer != NULL ); - importer->populateNet(net); -} - -static void runTorchNet(String prefix, String outLayerName = "", - bool check2ndBlob = false, bool isBinary = false) -{ - String suffix = (isBinary) ? ".dat" : ".txt"; - - Net net; - Ptr importer = createTorchImporter(_tf(prefix + "_net" + suffix), isBinary); - ASSERT_TRUE(importer != NULL); - importer->populateNet(net); - - Mat inp, outRef; - ASSERT_NO_THROW( inp = readTorchBlob(_tf(prefix + "_input" + suffix), isBinary) ); - ASSERT_NO_THROW( outRef = readTorchBlob(_tf(prefix + "_output" + suffix), isBinary) ); - - if (outLayerName.empty()) - outLayerName = net.getLayerNames().back(); - - net.setInput(inp, "0"); - std::vector outBlobs; - net.forward(outBlobs, outLayerName); - normAssert(outRef, outBlobs[0]); - - if (check2ndBlob) - { - Mat out2 = outBlobs[1]; - Mat ref2 = readTorchBlob(_tf(prefix + "_output_2" + suffix), isBinary); - normAssert(out2, ref2); - } -} - -TEST(Torch_Importer, run_convolution) -{ - runTorchNet("net_conv"); -} - -TEST(Torch_Importer, run_pool_max) -{ - runTorchNet("net_pool_max", "", true); -} - -TEST(Torch_Importer, run_pool_ave) -{ - runTorchNet("net_pool_ave"); -} - -TEST(Torch_Importer, run_reshape) -{ - runTorchNet("net_reshape"); - runTorchNet("net_reshape_batch"); - runTorchNet("net_reshape_single_sample"); -} - -TEST(Torch_Importer, run_linear) -{ - runTorchNet("net_linear_2d"); -} - -TEST(Torch_Importer, run_paralel) -{ - runTorchNet("net_parallel", "l5_torchMerge"); -} - -TEST(Torch_Importer, run_concat) -{ - runTorchNet("net_concat", "l5_torchMerge"); -} - -TEST(Torch_Importer, run_deconv) -{ - runTorchNet("net_deconv"); -} - -TEST(Torch_Importer, run_batch_norm) -{ - runTorchNet("net_batch_norm"); -} - -TEST(Torch_Importer, net_prelu) -{ - runTorchNet("net_prelu"); -} - -TEST(Torch_Importer, net_cadd_table) -{ - runTorchNet("net_cadd_table"); -} - -TEST(Torch_Importer, net_softmax) -{ - runTorchNet("net_softmax"); - runTorchNet("net_softmax_spatial"); -} - -TEST(Torch_Importer, net_logsoftmax) -{ - runTorchNet("net_logsoftmax"); - runTorchNet("net_logsoftmax_spatial"); -} - -TEST(Torch_Importer, ENet_accuracy) -{ - Net net; - { - const string model = findDataFile("dnn/Enet-model-best.net", false); - Ptr importer = createTorchImporter(model, true); - ASSERT_TRUE(importer != NULL); - importer->populateNet(net); - } - - Mat sample = imread(_tf("street.png", false)); - Mat inputBlob = blobFromImage(sample, 1./255); - - net.setInput(inputBlob, ""); - Mat out = net.forward(); - Mat ref = blobFromNPY(_tf("torch_enet_prob.npy", false)); - // Due to numerical instability in Pooling-Unpooling layers (indexes jittering) - // thresholds for ENet must be changed. 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zWie2Unq0sIDUkm6GO8R~FS$ultM}<->lILo{qV~!7Mzc++LuDPp_qI>sYM5pm2ZT& zMew>5zQKr0K+v^2@9JM8*5n@cVVBj2gqCoR>M?+{Uh**qqEWNXxzqy+ZlC1f)Ebo8 zUihO%Xlyi5_8H!>+6@NUCGy?hX;C$#uWeXD@!DU3(5KKx&x=j=%QNtNP+9j2`-p}5W#!fozm{p&)u+3u|Jmx90xJLj diff --git a/modules/dnn/tutorials/tutorial_dnn_build.markdown b/modules/dnn/tutorials/tutorial_dnn_build.markdown deleted file mode 100644 index 36f0fecbf..000000000 --- a/modules/dnn/tutorials/tutorial_dnn_build.markdown +++ /dev/null @@ -1,68 +0,0 @@ -Build opencv_contrib with dnn module {#tutorial_dnn_build} -==================================== - -Introduction ------------- -opencv_dnn module is placed in the secondary [opencv_contrib](https://github.com/opencv/opencv_contrib) repository, -which isn't distributed in binary form, therefore you need to build it manually. - -To do this you need to have installed: [CMake](http://www.cmake.org/download), git, and build system (*gcc* with *make* for Linux or *MS Visual Studio* for Windows) - -Steps ------ --# Make any directory, for example **opencv_root** - --# Clone [opencv](https://github.com/opencv/opencv) and [opencv_contrib](https://github.com/opencv/opencv_contrib) repos to the **opencv_root**. - You can do it in terminal like here: -@code -cd opencv_root -git clone https://github.com/opencv/opencv -git clone https://github.com/opencv/opencv_contrib -@endcode - --# Run [CMake-gui] and set source and build directories: - - - Set source code directory to **opencv_root**/opencv; - - - Set binaries directory, for example, to **opencv_root**/build_opencv. - This directory will contain built libraries. - ![](images/build_1.png) - --# Configure opencv: - - press *Configure*; - - choose the preferred project generator (Makefiles for Linux, MS Visual Studio for Windows); - - also you can set many opencv build options, for more details see @ref tutorial_linux_install. - ![](images/build_2.png) - --# In the appeared list of build parameters find parameter `OPENCV_EXTRA_MODULES_PATH` and set it to the **opencv_root**/opencv_contrib. - ![](images/build_3.png) - --# *Configure* the project again, and set build options of dnn module: - - - `BUILD_opencv_dnn` parameter must exist and be checked. - - - dnn module covers waste part of [Caffe](http://caffe.berkeleyvision.org) framework functionality. - However, to load Caffe networks libprotobuf is required. - You you can uncheck `BUILD_LIBPROTOBUF_FROM_SOURCES` flag to try use protobuf installed in your system. - Elsewise libpotobuf will be built from opencv sources. - - - You can additionally check `opencv_dnn_BUILD_TORCH_IMPORTER` parameter to build [Torch7](http://torch.ch/) importer. - It allows you to use networks, generated by [Torch7.nn](https://github.com/torch/nn/blob/master/README.md/) module. - ![](images/build_4.png) - --# Press *Configure* and *Generate*. - ![](images/build_5.png) - --# Build the generated project: - - If Makefiles generator on Unix was used, run the following in terminal: - @code - cd opencv_root/build_opencv - make all - @endcode - - If MS Visual Studio generator was used, then open OpenCV.sln from **opencv_root**/build_opencv folder in the Visual Studio, - and build it by choosing **Build** -> **Build Solution** menu or using **F7** short-cut. - --# Now you can build own program by using libraries were built into **opencv_root**/build_opencv/lib. - See the following tutorials to learn how to create a program using OpenCV: - - @ref tutorial_windows_install - - @ref tutorial_linux_gcc_cmake \ No newline at end of file diff --git a/modules/dnn/tutorials/tutorial_dnn_googlenet.markdown b/modules/dnn/tutorials/tutorial_dnn_googlenet.markdown deleted file mode 100644 index 01bfca117..000000000 --- a/modules/dnn/tutorials/tutorial_dnn_googlenet.markdown +++ /dev/null @@ -1,66 +0,0 @@ -Load Caffe framework models {#tutorial_dnn_googlenet} -=========================== - -Introduction ------------- - -In this tutorial you will learn how to use opencv_dnn module for image classification by using -GoogLeNet trained network from [Caffe model zoo](http://caffe.berkeleyvision.org/model_zoo.html). - -We will demonstrate results of this example on the following picture. -![Buran space shuttle](images/space_shuttle.jpg) - -Source Code ------------ - -We will be using snippets from the example application, that can be downloaded [here](https://github.com/ludv1x/opencv_contrib/blob/master/modules/dnn/samples/caffe_googlenet.cpp). - -@include dnn/samples/caffe_googlenet.cpp - -Explanation ------------ - --# Firstly, download GoogLeNet model files: - [bvlc_googlenet.prototxt ](https://raw.githubusercontent.com/ludv1x/opencv_contrib/master/modules/dnn/samples/bvlc_googlenet.prototxt) and - [bvlc_googlenet.caffemodel](http://dl.caffe.berkeleyvision.org/bvlc_googlenet.caffemodel) - - Also you need file with names of [ILSVRC2012](http://image-net.org/challenges/LSVRC/2012/browse-synsets) classes: - [synset_words.txt](https://raw.githubusercontent.com/ludv1x/opencv_contrib/master/modules/dnn/samples/synset_words.txt). - - Put these files into working dir of this program example. - --# Read and initialize network using path to .prototxt and .caffemodel files - @snippet dnn/samples/caffe_googlenet.cpp Read and initialize network - --# Check that network was read successfully - @snippet dnn/samples/caffe_googlenet.cpp Check that network was read successfully - --# Read input image and convert to the blob, acceptable by GoogleNet - @snippet dnn/samples/caffe_googlenet.cpp Prepare blob - Firstly, we resize the image and change its channel sequence order. - - Now image is actually a 3-dimensional array with 224x224x3 shape. - - Next, we convert the image to 4-dimensional blob (so-called batch) with 1x3x224x224 shape by using special cv::dnn::blobFromImages constructor. - --# Pass the blob to the network - @snippet dnn/samples/caffe_googlenet.cpp Set input blob - In bvlc_googlenet.prototxt the network input blob named as "data", therefore this blob labeled as ".data" in opencv_dnn API. - - Other blobs labeled as "name_of_layer.name_of_layer_output". - --# Make forward pass - @snippet dnn/samples/caffe_googlenet.cpp Make forward pass - During the forward pass output of each network layer is computed, but in this example we need output from "prob" layer only. - --# Determine the best class - @snippet dnn/samples/caffe_googlenet.cpp Gather output - We put the output of "prob" layer, which contain probabilities for each of 1000 ILSVRC2012 image classes, to the `prob` blob. - And find the index of element with maximal value in this one. This index correspond to the class of the image. - --# Print results - @snippet dnn/samples/caffe_googlenet.cpp Print results - For our image we get: -> Best class: #812 'space shuttle' -> -> Probability: 99.6378% \ No newline at end of file diff --git a/modules/dnn/tutorials/tutorial_dnn_halide.markdown b/modules/dnn/tutorials/tutorial_dnn_halide.markdown deleted file mode 100644 index b2a86c82f..000000000 --- a/modules/dnn/tutorials/tutorial_dnn_halide.markdown +++ /dev/null @@ -1,132 +0,0 @@ -# How to enable Halide backend for improve efficiency {#tutorial_dnn_halide} - -## Introduction -This tutorial guidelines how to run your models in OpenCV deep learning module -using Halide language backend. Halide is an open-source project that let us -write image processing algorithms in well-readable format, schedule computations -according to specific device and evaluate it with a quite good efficiency. - -An official website of the Halide project: http://halide-lang.org/. - -## Efficiency comparison -Measured on Intel® Core™ i7-6700K CPU @ 4.00GHz x 8. - -Single image forward pass (in milliseconds): - -| Architecture | MKL backend | Halide backend | Speed Up ratio | -|-----------------:|------------:|---------------:|---------------:| -| AlexNet | 16.55 | 22.38 | x0.73 | -| ResNet-50 | 63.69 | 73.91 | x0.86 | -| SqueezeNet v1.1 | 10.11 | 8.21 | x1.23 | -| Inception-5h | 35.38 | 37.06 | x0.95 | -| ENet @ 3x512x256 | 82.26 | 41.21 | x1.99 | - -Scheduling directives might be found @ [opencv_extra/testdata/dnn](https://github.com/opencv/opencv_extra/tree/master/testdata/dnn). - -## Requirements -### LLVM compiler - -@note LLVM compilation might take a long time. - -- Download LLVM source code from http://releases.llvm.org/4.0.0/llvm-4.0.0.src.tar.xz. -Unpack it. Let **llvm_root** is a root directory of source code. - -- Create directory **llvm_root**/tools/clang - -- Download Clang with the same version as LLVM. In our case it will be from -http://releases.llvm.org/4.0.0/cfe-4.0.0.src.tar.xz. Unpack it into -**llvm_root**/tools/clang. Note that it should be a root for Clang source code. - -- Build LLVM on Linux -@code -cd llvm_root -mkdir build && cd build -cmake -DLLVM_ENABLE_TERMINFO=OFF -DLLVM_TARGETS_TO_BUILD="X86" -DLLVM_ENABLE_ASSERTIONS=ON -DCMAKE_BUILD_TYPE=Release .. -make -j4 -@endcode - -- Build LLVM on Windows (Developer Command Prompt) -@code -mkdir \\path-to-llvm-build\\ && cd \\path-to-llvm-build\\ -cmake.exe -DLLVM_ENABLE_TERMINFO=OFF -DLLVM_TARGETS_TO_BUILD=X86 -DLLVM_ENABLE_ASSERTIONS=ON -DCMAKE_BUILD_TYPE=Release -DCMAKE_INSTALL_PREFIX=\\path-to-llvm-install\\ -G "Visual Studio 14 Win64" \\path-to-llvm-src\\ -MSBuild.exe /m:4 /t:Build /p:Configuration=Release .\\INSTALL.vcxproj -@endcode - -@note `\\path-to-llvm-build\\` and `\\path-to-llvm-install\\` are different directories. - -### Halide language. - -- Download source code from GitHub repository, https://github.com/halide/Halide -or using git. The root directory will be a **halide_root**. -@code -git clone https://github.com/halide/Halide.git -@endcode - -- Build Halide on Linux -@code -cd halide_root -mkdir build && cd build -cmake -DLLVM_DIR=llvm_root/build/lib/cmake/llvm -DCMAKE_BUILD_TYPE=Release -DLLVM_VERSION=40 -DWITH_TESTS=OFF -DWITH_APPS=OFF -DWITH_TUTORIALS=OFF .. -make -j4 -@endcode - -- Build Halide on Windows (Developer Command Prompt) -@code -cd halide_root -mkdir build && cd build -cmake.exe -DLLVM_DIR=\\path-to-llvm-install\\lib\\cmake\\llvm -DLLVM_VERSION=40 -DWITH_TESTS=OFF -DWITH_APPS=OFF -DWITH_TUTORIALS=OFF -DCMAKE_BUILD_TYPE=Release -G "Visual Studio 14 Win64" .. -MSBuild.exe /m:4 /t:Build /p:Configuration=Release .\\ALL_BUILD.vcxproj -@endcode - -## Build OpenCV with Halide backend -When you build OpenCV add the following configuration flags: - -- `WITH_HALIDE` - enable Halide linkage - -- `HALIDE_ROOT_DIR` - path to Halide build directory - -How to build OpenCV with DNN module you may find in @ref tutorial_dnn_build. - -## Sample - -@include dnn/samples/squeezenet_halide.cpp - -## Explanation -Download Caffe model from SqueezeNet repository: [train_val.prototxt](https://github.com/DeepScale/SqueezeNet/blob/master/SqueezeNet_v1.1/train_val.prototxt) and [squeezenet_v1.1.caffemodel](https://github.com/DeepScale/SqueezeNet/blob/master/SqueezeNet_v1.1/squeezenet_v1.1.caffemodel). - -Also you need file with names of [ILSVRC2012](http://image-net.org/challenges/LSVRC/2012/browse-synsets) classes: -[synset_words.txt](https://raw.githubusercontent.com/ludv1x/opencv_contrib/master/modules/dnn/samples/synset_words.txt). - -Put these files into working dir of this program example. - --# Read and initialize network using path to .prototxt and .caffemodel files -@snippet dnn/samples/squeezenet_halide.cpp Read and initialize network - --# Check that network was read successfully -@snippet dnn/samples/squeezenet_halide.cpp Check that network was read successfully - --# Read input image and convert to the 4-dimensional blob, acceptable by SqueezeNet v1.1 -@snippet dnn/samples/squeezenet_halide.cpp Prepare blob - --# Pass the blob to the network -@snippet dnn/samples/squeezenet_halide.cpp Set input blob - --# Enable Halide backend for layers where it is implemented -@snippet dnn/samples/squeezenet_halide.cpp Enable Halide backend - --# Make forward pass -@snippet dnn/samples/squeezenet_halide.cpp Make forward pass -Remember that the first forward pass after initialization require quite more -time that the next ones. It's because of runtime compilation of Halide pipelines -at the first invocation. - --# Determine the best class -@snippet dnn/samples/squeezenet_halide.cpp Determine the best class - --# Print results -@snippet dnn/samples/squeezenet_halide.cpp Print results -For our image we get: - -> Best class: #812 'space shuttle' -> -> Probability: 97.9812% diff --git a/modules/dnn/tutorials/tutorial_dnn_halide_scheduling.markdown b/modules/dnn/tutorials/tutorial_dnn_halide_scheduling.markdown deleted file mode 100644 index a43ab63e0..000000000 --- a/modules/dnn/tutorials/tutorial_dnn_halide_scheduling.markdown +++ /dev/null @@ -1,82 +0,0 @@ -# How to schedule your network for Halide backend {#tutorial_dnn_halide_scheduling} - -## Introduction -Halide code is the same for every device we use. But for achieving the satisfied -efficiency we should schedule computations properly. In this tutorial we describe -the ways to schedule your networks using Halide backend in OpenCV deep learning module. - -For better understanding of Halide scheduling you might want to read tutorials @ http://halide-lang.org/tutorials. - -If it's your first meeting with Halide in OpenCV, we recommend to start from @ref tutorial_dnn_halide. - -## Configuration files -You can schedule computations of Halide pipeline by writing textual configuration files. -It means that you can easily vectorize, parallelize and manage loops order of -layers computation. Pass path to file with scheduling directives for specific -device into ```cv::dnn::Net::setHalideScheduler``` before the first ```cv::dnn::Net::forward``` call. - -Scheduling configuration files represented as YAML files where each node is a -scheduled function or a scheduling directive. -@code -relu1: - reorder: [x, c, y] - split: { y: 2, c: 8 } - parallel: [yo, co] - unroll: yi - vectorize: { x: 4 } -conv1_constant_exterior: - compute_at: { relu1: yi } -@endcode - -Considered use variables `n` for batch dimension, `c` for channels, -`y` for rows and `x` for columns. For variables after split are used names -with the same prefix but `o` and `i` suffixes for outer and inner variables -correspondingly. In example, for variable `x` in range `[0, 10)` directive -`split: { x: 2 }` gives new ones `xo` in range `[0, 5)` and `xi` in range `[0, 2)`. -Variable name `x` is no longer available in the same scheduling node. - -You can find scheduling examples at [opencv_extra/testdata/dnn](https://github.com/opencv/opencv_extra/tree/master/testdata/dnn) -and use it for schedule your networks. - -## Layers fusing -Thanks to layers fusing we can schedule only the top layers of fused sets. -Because for every output value we use the fused formula. -In example, if you have three layers Convolution + Scale + ReLU one by one, -@code -conv(x, y, c, n) = sum(...) + bias(c); -scale(x, y, c, n) = conv(x, y, c, n) * weights(c); -relu(x, y, c, n) = max(scale(x, y, c, n), 0); -@endcode - -fused function is something like -@code -relu(x, y, c, n) = max((sum(...) + bias(c)) * weights(c), 0); -@endcode - -So only function called `relu` require scheduling. - -## Scheduling patterns -Sometimes networks built using blocked structure that means some layer are -identical or quite similar. If you want to apply the same scheduling for -different layers accurate to tiling or vectorization factors, define scheduling -patterns in section `patterns` at the beginning of scheduling file. -Also, your patters may use some parametric variables. -@code -# At the beginning of the file -patterns: - fully_connected: - split: { c: c_split } - fuse: { src: [x, y, co], dst: block } - parallel: block - vectorize: { ci: c_split } -# Somewhere below -fc8: - pattern: fully_connected - params: { c_split: 8 } -@endcode - -## Automatic scheduling -You can let DNN to schedule layers automatically. Just skip call of ```cv::dnn::Net::setHalideScheduler```. Sometimes it might be even more efficient than manual scheduling. -But if specific layers require be scheduled manually, you would be able to -mix both manual and automatic scheduling ways. Write scheduling file -and skip layers that you want to be scheduled automatically.