speed up vulkan dnn, and support ios and apple m1 chip. (#23349)

3rdparty/include/vulkan/vk_platform.h

@@ -2,19 +2,9 @@
 // File: vk_platform.h
 //
 /*
-** Copyright (c) 2014-2017 The Khronos Group Inc.
+** Copyright 2014-2023 The Khronos Group Inc.
 **
-** Licensed under the Apache License, Version 2.0 (the "License");
-** you may not use this file except in compliance with the License.
-** You may obtain a copy of the License at
-**
-**     http://www.apache.org/licenses/LICENSE-2.0
-**
-** Unless required by applicable law or agreed to in writing, software
-** distributed under the License is distributed on an "AS IS" BASIS,
-** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-** See the License for the specific language governing permissions and
-** limitations under the License.
+** SPDX-License-Identifier: Apache-2.0
 */
 
 
@@ -52,7 +42,7 @@ extern "C"
     #define VKAPI_CALL __stdcall
     #define VKAPI_PTR  VKAPI_CALL
 #elif defined(__ANDROID__) && defined(__ARM_ARCH) && __ARM_ARCH < 7
-    #error "Vulkan isn't supported for the 'armeabi' NDK ABI"
+    #error "Vulkan is not supported for the 'armeabi' NDK ABI"
 #elif defined(__ANDROID__) && defined(__ARM_ARCH) && __ARM_ARCH >= 7 && defined(__ARM_32BIT_STATE)
     // On Android 32-bit ARM targets, Vulkan functions use the "hardfloat"
     // calling convention, i.e. float parameters are passed in registers. This
@@ -68,7 +58,9 @@ extern "C"
     #define VKAPI_PTR
 #endif
 
-#include <stddef.h>
+#if !defined(VK_NO_STDDEF_H)
+    #include <stddef.h>
+#endif // !defined(VK_NO_STDDEF_H)
 
 #if !defined(VK_NO_STDINT_H)
     #if defined(_MSC_VER) && (_MSC_VER < 1600)

3rdparty/include/vulkan/vulkan.h

@@ -2,19 +2,9 @@
 #define VULKAN_H_ 1
 
 /*
-** Copyright (c) 2015-2018 The Khronos Group Inc.
+** Copyright 2015-2023 The Khronos Group Inc.
 **
-** Licensed under the Apache License, Version 2.0 (the "License");
-** you may not use this file except in compliance with the License.
-** You may obtain a copy of the License at
-**
-**     http://www.apache.org/licenses/LICENSE-2.0
-**
-** Unless required by applicable law or agreed to in writing, software
-** distributed under the License is distributed on an "AS IS" BASIS,
-** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-** See the License for the specific language governing permissions and
-** limitations under the License.
+** SPDX-License-Identifier: Apache-2.0
 */
 
 #include "vk_platform.h"
@@ -38,20 +28,16 @@
 #include "vulkan_macos.h"
 #endif
 
-
-#ifdef VK_USE_PLATFORM_MIR_KHR
-#include <mir_toolkit/client_types.h>
-#include "vulkan_mir.h"
+#ifdef VK_USE_PLATFORM_METAL_EXT
+#include "vulkan_metal.h"
 #endif
 
-
 #ifdef VK_USE_PLATFORM_VI_NN
 #include "vulkan_vi.h"
 #endif
 
 
 #ifdef VK_USE_PLATFORM_WAYLAND_KHR
-#include <wayland-client.h>
 #include "vulkan_wayland.h"
 #endif
 
@@ -74,10 +60,40 @@
 #endif
 
 
+#ifdef VK_USE_PLATFORM_DIRECTFB_EXT
+#include <directfb.h>
+#include "vulkan_directfb.h"
+#endif
+
+
 #ifdef VK_USE_PLATFORM_XLIB_XRANDR_EXT
 #include <X11/Xlib.h>
 #include <X11/extensions/Xrandr.h>
 #include "vulkan_xlib_xrandr.h"
 #endif
 
+
+#ifdef VK_USE_PLATFORM_GGP
+#include <ggp_c/vulkan_types.h>
+#include "vulkan_ggp.h"
+#endif
+
+
+#ifdef VK_USE_PLATFORM_SCREEN_QNX
+#include <screen/screen.h>
+#include "vulkan_screen.h"
+#endif
+
+
+#ifdef VK_USE_PLATFORM_SCI
+#include <nvscisync.h>
+#include <nvscibuf.h>
+#include "vulkan_sci.h"
+#endif
+
+
+#ifdef VK_ENABLE_BETA_EXTENSIONS
+#include "vulkan_beta.h"
+#endif
+
 #endif // VULKAN_H_

3rdparty/include/vulkan/vulkan_android.h

@@ -1,24 +1,10 @@
 #ifndef VULKAN_ANDROID_H_
 #define VULKAN_ANDROID_H_ 1
 
-#ifdef __cplusplus
-extern "C" {
-#endif
-
 /*
-** Copyright (c) 2015-2018 The Khronos Group Inc.
+** Copyright 2015-2023 The Khronos Group Inc.
 **
-** Licensed under the Apache License, Version 2.0 (the "License");
-** you may not use this file except in compliance with the License.
-** You may obtain a copy of the License at
-**
-**     http://www.apache.org/licenses/LICENSE-2.0
-**
-** Unless required by applicable law or agreed to in writing, software
-** distributed under the License is distributed on an "AS IS" BASIS,
-** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-** See the License for the specific language governing permissions and
-** limitations under the License.
+** SPDX-License-Identifier: Apache-2.0
 */
 
 /*
@@ -27,14 +13,17 @@ extern "C" {
 */
 
 
+#ifdef __cplusplus
+extern "C" {
+#endif
+
+
+
 #define VK_KHR_android_surface 1
 struct ANativeWindow;
-
 #define VK_KHR_ANDROID_SURFACE_SPEC_VERSION 6
 #define VK_KHR_ANDROID_SURFACE_EXTENSION_NAME "VK_KHR_android_surface"
-
 typedef VkFlags VkAndroidSurfaceCreateFlagsKHR;
-
 typedef struct VkAndroidSurfaceCreateInfoKHR {
     VkStructureType                   sType;
     const void*                       pNext;
@@ -42,7 +31,6 @@ typedef struct VkAndroidSurfaceCreateInfoKHR {
     struct ANativeWindow*             window;
 } VkAndroidSurfaceCreateInfoKHR;
 
-
 typedef VkResult (VKAPI_PTR *PFN_vkCreateAndroidSurfaceKHR)(VkInstance instance, const VkAndroidSurfaceCreateInfoKHR* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkSurfaceKHR* pSurface);
 
 #ifndef VK_NO_PROTOTYPES
@@ -53,12 +41,11 @@ VKAPI_ATTR VkResult VKAPI_CALL vkCreateAndroidSurfaceKHR(
     VkSurfaceKHR*                               pSurface);
 #endif
 
+
 #define VK_ANDROID_external_memory_android_hardware_buffer 1
 struct AHardwareBuffer;
-
-#define VK_ANDROID_EXTERNAL_MEMORY_ANDROID_HARDWARE_BUFFER_SPEC_VERSION 3
+#define VK_ANDROID_EXTERNAL_MEMORY_ANDROID_HARDWARE_BUFFER_SPEC_VERSION 5
 #define VK_ANDROID_EXTERNAL_MEMORY_ANDROID_HARDWARE_BUFFER_EXTENSION_NAME "VK_ANDROID_external_memory_android_hardware_buffer"
-
 typedef struct VkAndroidHardwareBufferUsageANDROID {
     VkStructureType    sType;
     void*              pNext;
@@ -103,6 +90,18 @@ typedef struct VkExternalFormatANDROID {
     uint64_t           externalFormat;
 } VkExternalFormatANDROID;
 
+typedef struct VkAndroidHardwareBufferFormatProperties2ANDROID {
+    VkStructureType                  sType;
+    void*                            pNext;
+    VkFormat                         format;
+    uint64_t                         externalFormat;
+    VkFormatFeatureFlags2            formatFeatures;
+    VkComponentMapping               samplerYcbcrConversionComponents;
+    VkSamplerYcbcrModelConversion    suggestedYcbcrModel;
+    VkSamplerYcbcrRange              suggestedYcbcrRange;
+    VkChromaLocation                 suggestedXChromaOffset;
+    VkChromaLocation                 suggestedYChromaOffset;
+} VkAndroidHardwareBufferFormatProperties2ANDROID;
 
 typedef VkResult (VKAPI_PTR *PFN_vkGetAndroidHardwareBufferPropertiesANDROID)(VkDevice device, const struct AHardwareBuffer* buffer, VkAndroidHardwareBufferPropertiesANDROID* pProperties);
 typedef VkResult (VKAPI_PTR *PFN_vkGetMemoryAndroidHardwareBufferANDROID)(VkDevice device, const VkMemoryGetAndroidHardwareBufferInfoANDROID* pInfo, struct AHardwareBuffer** pBuffer);

3rdparty/include/vulkan/vulkan_beta.h

@@ -0,0 +1,492 @@
+#ifndef VULKAN_BETA_H_
+#define VULKAN_BETA_H_ 1
+
+/*
+** Copyright 2015-2023 The Khronos Group Inc.
+**
+** SPDX-License-Identifier: Apache-2.0
+*/
+
+/*
+** This header is generated from the Khronos Vulkan XML API Registry.
+**
+*/
+
+
+#ifdef __cplusplus
+extern "C" {
+#endif
+
+
+
+#define VK_KHR_portability_subset 1
+#define VK_KHR_PORTABILITY_SUBSET_SPEC_VERSION 1
+#define VK_KHR_PORTABILITY_SUBSET_EXTENSION_NAME "VK_KHR_portability_subset"
+typedef struct VkPhysicalDevicePortabilitySubsetFeaturesKHR {
+    VkStructureType    sType;
+    void*              pNext;
+    VkBool32           constantAlphaColorBlendFactors;
+    VkBool32           events;
+    VkBool32           imageViewFormatReinterpretation;
+    VkBool32           imageViewFormatSwizzle;
+    VkBool32           imageView2DOn3DImage;
+    VkBool32           multisampleArrayImage;
+    VkBool32           mutableComparisonSamplers;
+    VkBool32           pointPolygons;
+    VkBool32           samplerMipLodBias;
+    VkBool32           separateStencilMaskRef;
+    VkBool32           shaderSampleRateInterpolationFunctions;
+    VkBool32           tessellationIsolines;
+    VkBool32           tessellationPointMode;
+    VkBool32           triangleFans;
+    VkBool32           vertexAttributeAccessBeyondStride;
+} VkPhysicalDevicePortabilitySubsetFeaturesKHR;
+
+typedef struct VkPhysicalDevicePortabilitySubsetPropertiesKHR {
+    VkStructureType    sType;
+    void*              pNext;
+    uint32_t           minVertexInputBindingStrideAlignment;
+} VkPhysicalDevicePortabilitySubsetPropertiesKHR;
+
+
+
+#define VK_KHR_video_encode_queue 1
+#define VK_KHR_VIDEO_ENCODE_QUEUE_SPEC_VERSION 8
+#define VK_KHR_VIDEO_ENCODE_QUEUE_EXTENSION_NAME "VK_KHR_video_encode_queue"
+
+typedef enum VkVideoEncodeTuningModeKHR {
+    VK_VIDEO_ENCODE_TUNING_MODE_DEFAULT_KHR = 0,
+    VK_VIDEO_ENCODE_TUNING_MODE_HIGH_QUALITY_KHR = 1,
+    VK_VIDEO_ENCODE_TUNING_MODE_LOW_LATENCY_KHR = 2,
+    VK_VIDEO_ENCODE_TUNING_MODE_ULTRA_LOW_LATENCY_KHR = 3,
+    VK_VIDEO_ENCODE_TUNING_MODE_LOSSLESS_KHR = 4,
+    VK_VIDEO_ENCODE_TUNING_MODE_MAX_ENUM_KHR = 0x7FFFFFFF
+} VkVideoEncodeTuningModeKHR;
+typedef VkFlags VkVideoEncodeFlagsKHR;
+
+typedef enum VkVideoEncodeCapabilityFlagBitsKHR {
+    VK_VIDEO_ENCODE_CAPABILITY_PRECEDING_EXTERNALLY_ENCODED_BYTES_BIT_KHR = 0x00000001,
+    VK_VIDEO_ENCODE_CAPABILITY_FLAG_BITS_MAX_ENUM_KHR = 0x7FFFFFFF
+} VkVideoEncodeCapabilityFlagBitsKHR;
+typedef VkFlags VkVideoEncodeCapabilityFlagsKHR;
+
+typedef enum VkVideoEncodeRateControlModeFlagBitsKHR {
+    VK_VIDEO_ENCODE_RATE_CONTROL_MODE_DEFAULT_KHR = 0,
+    VK_VIDEO_ENCODE_RATE_CONTROL_MODE_DISABLED_BIT_KHR = 0x00000001,
+    VK_VIDEO_ENCODE_RATE_CONTROL_MODE_CBR_BIT_KHR = 0x00000002,
+    VK_VIDEO_ENCODE_RATE_CONTROL_MODE_VBR_BIT_KHR = 0x00000004,
+    VK_VIDEO_ENCODE_RATE_CONTROL_MODE_FLAG_BITS_MAX_ENUM_KHR = 0x7FFFFFFF
+} VkVideoEncodeRateControlModeFlagBitsKHR;
+typedef VkFlags VkVideoEncodeRateControlModeFlagsKHR;
+
+typedef enum VkVideoEncodeFeedbackFlagBitsKHR {
+    VK_VIDEO_ENCODE_FEEDBACK_BITSTREAM_BUFFER_OFFSET_BIT_KHR = 0x00000001,
+    VK_VIDEO_ENCODE_FEEDBACK_BITSTREAM_BYTES_WRITTEN_BIT_KHR = 0x00000002,
+    VK_VIDEO_ENCODE_FEEDBACK_FLAG_BITS_MAX_ENUM_KHR = 0x7FFFFFFF
+} VkVideoEncodeFeedbackFlagBitsKHR;
+typedef VkFlags VkVideoEncodeFeedbackFlagsKHR;
+
+typedef enum VkVideoEncodeUsageFlagBitsKHR {
+    VK_VIDEO_ENCODE_USAGE_DEFAULT_KHR = 0,
+    VK_VIDEO_ENCODE_USAGE_TRANSCODING_BIT_KHR = 0x00000001,
+    VK_VIDEO_ENCODE_USAGE_STREAMING_BIT_KHR = 0x00000002,
+    VK_VIDEO_ENCODE_USAGE_RECORDING_BIT_KHR = 0x00000004,
+    VK_VIDEO_ENCODE_USAGE_CONFERENCING_BIT_KHR = 0x00000008,
+    VK_VIDEO_ENCODE_USAGE_FLAG_BITS_MAX_ENUM_KHR = 0x7FFFFFFF
+} VkVideoEncodeUsageFlagBitsKHR;
+typedef VkFlags VkVideoEncodeUsageFlagsKHR;
+
+typedef enum VkVideoEncodeContentFlagBitsKHR {
+    VK_VIDEO_ENCODE_CONTENT_DEFAULT_KHR = 0,
+    VK_VIDEO_ENCODE_CONTENT_CAMERA_BIT_KHR = 0x00000001,
+    VK_VIDEO_ENCODE_CONTENT_DESKTOP_BIT_KHR = 0x00000002,
+    VK_VIDEO_ENCODE_CONTENT_RENDERED_BIT_KHR = 0x00000004,
+    VK_VIDEO_ENCODE_CONTENT_FLAG_BITS_MAX_ENUM_KHR = 0x7FFFFFFF
+} VkVideoEncodeContentFlagBitsKHR;
+typedef VkFlags VkVideoEncodeContentFlagsKHR;
+typedef VkFlags VkVideoEncodeRateControlFlagsKHR;
+typedef struct VkVideoEncodeInfoKHR {
+    VkStructureType                       sType;
+    const void*                           pNext;
+    VkVideoEncodeFlagsKHR                 flags;
+    uint32_t                              qualityLevel;
+    VkBuffer                              dstBuffer;
+    VkDeviceSize                          dstBufferOffset;
+    VkDeviceSize                          dstBufferRange;
+    VkVideoPictureResourceInfoKHR         srcPictureResource;
+    const VkVideoReferenceSlotInfoKHR*    pSetupReferenceSlot;
+    uint32_t                              referenceSlotCount;
+    const VkVideoReferenceSlotInfoKHR*    pReferenceSlots;
+    uint32_t                              precedingExternallyEncodedBytes;
+} VkVideoEncodeInfoKHR;
+
+typedef struct VkVideoEncodeCapabilitiesKHR {
+    VkStructureType                         sType;
+    void*                                   pNext;
+    VkVideoEncodeCapabilityFlagsKHR         flags;
+    VkVideoEncodeRateControlModeFlagsKHR    rateControlModes;
+    uint32_t                                maxRateControlLayers;
+    uint32_t                                maxQualityLevels;
+    VkExtent2D                              inputImageDataFillAlignment;
+    VkVideoEncodeFeedbackFlagsKHR           supportedEncodeFeedbackFlags;
+} VkVideoEncodeCapabilitiesKHR;
+
+typedef struct VkQueryPoolVideoEncodeFeedbackCreateInfoKHR {
+    VkStructureType                  sType;
+    const void*                      pNext;
+    VkVideoEncodeFeedbackFlagsKHR    encodeFeedbackFlags;
+} VkQueryPoolVideoEncodeFeedbackCreateInfoKHR;
+
+typedef struct VkVideoEncodeUsageInfoKHR {
+    VkStructureType                 sType;
+    const void*                     pNext;
+    VkVideoEncodeUsageFlagsKHR      videoUsageHints;
+    VkVideoEncodeContentFlagsKHR    videoContentHints;
+    VkVideoEncodeTuningModeKHR      tuningMode;
+} VkVideoEncodeUsageInfoKHR;
+
+typedef struct VkVideoEncodeRateControlLayerInfoKHR {
+    VkStructureType    sType;
+    const void*        pNext;
+    uint64_t           averageBitrate;
+    uint64_t           maxBitrate;
+    uint32_t           frameRateNumerator;
+    uint32_t           frameRateDenominator;
+    uint32_t           virtualBufferSizeInMs;
+    uint32_t           initialVirtualBufferSizeInMs;
+} VkVideoEncodeRateControlLayerInfoKHR;
+
+typedef struct VkVideoEncodeRateControlInfoKHR {
+    VkStructureType                                sType;
+    const void*                                    pNext;
+    VkVideoEncodeRateControlFlagsKHR               flags;
+    VkVideoEncodeRateControlModeFlagBitsKHR        rateControlMode;
+    uint32_t                                       layerCount;
+    const VkVideoEncodeRateControlLayerInfoKHR*    pLayers;
+} VkVideoEncodeRateControlInfoKHR;
+
+typedef void (VKAPI_PTR *PFN_vkCmdEncodeVideoKHR)(VkCommandBuffer commandBuffer, const VkVideoEncodeInfoKHR* pEncodeInfo);
+
+#ifndef VK_NO_PROTOTYPES
+VKAPI_ATTR void VKAPI_CALL vkCmdEncodeVideoKHR(
+    VkCommandBuffer                             commandBuffer,
+    const VkVideoEncodeInfoKHR*                 pEncodeInfo);
+#endif
+
+
+#define VK_EXT_video_encode_h264 1
+#include "vk_video/vulkan_video_codec_h264std.h"
+#include "vk_video/vulkan_video_codec_h264std_encode.h"
+#define VK_EXT_VIDEO_ENCODE_H264_SPEC_VERSION 10
+#define VK_EXT_VIDEO_ENCODE_H264_EXTENSION_NAME "VK_EXT_video_encode_h264"
+
+typedef enum VkVideoEncodeH264RateControlStructureEXT {
+    VK_VIDEO_ENCODE_H264_RATE_CONTROL_STRUCTURE_UNKNOWN_EXT = 0,
+    VK_VIDEO_ENCODE_H264_RATE_CONTROL_STRUCTURE_FLAT_EXT = 1,
+    VK_VIDEO_ENCODE_H264_RATE_CONTROL_STRUCTURE_DYADIC_EXT = 2,
+    VK_VIDEO_ENCODE_H264_RATE_CONTROL_STRUCTURE_MAX_ENUM_EXT = 0x7FFFFFFF
+} VkVideoEncodeH264RateControlStructureEXT;
+
+typedef enum VkVideoEncodeH264CapabilityFlagBitsEXT {
+    VK_VIDEO_ENCODE_H264_CAPABILITY_DIRECT_8X8_INFERENCE_ENABLED_BIT_EXT = 0x00000001,
+    VK_VIDEO_ENCODE_H264_CAPABILITY_DIRECT_8X8_INFERENCE_DISABLED_BIT_EXT = 0x00000002,
+    VK_VIDEO_ENCODE_H264_CAPABILITY_SEPARATE_COLOUR_PLANE_BIT_EXT = 0x00000004,
+    VK_VIDEO_ENCODE_H264_CAPABILITY_QPPRIME_Y_ZERO_TRANSFORM_BYPASS_BIT_EXT = 0x00000008,
+    VK_VIDEO_ENCODE_H264_CAPABILITY_SCALING_LISTS_BIT_EXT = 0x00000010,
+    VK_VIDEO_ENCODE_H264_CAPABILITY_HRD_COMPLIANCE_BIT_EXT = 0x00000020,
+    VK_VIDEO_ENCODE_H264_CAPABILITY_CHROMA_QP_OFFSET_BIT_EXT = 0x00000040,
+    VK_VIDEO_ENCODE_H264_CAPABILITY_SECOND_CHROMA_QP_OFFSET_BIT_EXT = 0x00000080,
+    VK_VIDEO_ENCODE_H264_CAPABILITY_PIC_INIT_QP_MINUS26_BIT_EXT = 0x00000100,
+    VK_VIDEO_ENCODE_H264_CAPABILITY_WEIGHTED_PRED_BIT_EXT = 0x00000200,
+    VK_VIDEO_ENCODE_H264_CAPABILITY_WEIGHTED_BIPRED_EXPLICIT_BIT_EXT = 0x00000400,
+    VK_VIDEO_ENCODE_H264_CAPABILITY_WEIGHTED_BIPRED_IMPLICIT_BIT_EXT = 0x00000800,
+    VK_VIDEO_ENCODE_H264_CAPABILITY_WEIGHTED_PRED_NO_TABLE_BIT_EXT = 0x00001000,
+    VK_VIDEO_ENCODE_H264_CAPABILITY_TRANSFORM_8X8_BIT_EXT = 0x00002000,
+    VK_VIDEO_ENCODE_H264_CAPABILITY_CABAC_BIT_EXT = 0x00004000,
+    VK_VIDEO_ENCODE_H264_CAPABILITY_CAVLC_BIT_EXT = 0x00008000,
+    VK_VIDEO_ENCODE_H264_CAPABILITY_DEBLOCKING_FILTER_DISABLED_BIT_EXT = 0x00010000,
+    VK_VIDEO_ENCODE_H264_CAPABILITY_DEBLOCKING_FILTER_ENABLED_BIT_EXT = 0x00020000,
+    VK_VIDEO_ENCODE_H264_CAPABILITY_DEBLOCKING_FILTER_PARTIAL_BIT_EXT = 0x00040000,
+    VK_VIDEO_ENCODE_H264_CAPABILITY_DISABLE_DIRECT_SPATIAL_MV_PRED_BIT_EXT = 0x00080000,
+    VK_VIDEO_ENCODE_H264_CAPABILITY_MULTIPLE_SLICE_PER_FRAME_BIT_EXT = 0x00100000,
+    VK_VIDEO_ENCODE_H264_CAPABILITY_SLICE_MB_COUNT_BIT_EXT = 0x00200000,
+    VK_VIDEO_ENCODE_H264_CAPABILITY_ROW_UNALIGNED_SLICE_BIT_EXT = 0x00400000,
+    VK_VIDEO_ENCODE_H264_CAPABILITY_DIFFERENT_SLICE_TYPE_BIT_EXT = 0x00800000,
+    VK_VIDEO_ENCODE_H264_CAPABILITY_B_FRAME_IN_L1_LIST_BIT_EXT = 0x01000000,
+    VK_VIDEO_ENCODE_H264_CAPABILITY_DIFFERENT_REFERENCE_FINAL_LISTS_BIT_EXT = 0x02000000,
+    VK_VIDEO_ENCODE_H264_CAPABILITY_FLAG_BITS_MAX_ENUM_EXT = 0x7FFFFFFF
+} VkVideoEncodeH264CapabilityFlagBitsEXT;
+typedef VkFlags VkVideoEncodeH264CapabilityFlagsEXT;
+typedef struct VkVideoEncodeH264CapabilitiesEXT {
+    VkStructureType                        sType;
+    void*                                  pNext;
+    VkVideoEncodeH264CapabilityFlagsEXT    flags;
+    uint32_t                               maxPPictureL0ReferenceCount;
+    uint32_t                               maxBPictureL0ReferenceCount;
+    uint32_t                               maxL1ReferenceCount;
+    VkBool32                               motionVectorsOverPicBoundariesFlag;
+    uint32_t                               maxBytesPerPicDenom;
+    uint32_t                               maxBitsPerMbDenom;
+    uint32_t                               log2MaxMvLengthHorizontal;
+    uint32_t                               log2MaxMvLengthVertical;
+} VkVideoEncodeH264CapabilitiesEXT;
+
+typedef struct VkVideoEncodeH264SessionParametersAddInfoEXT {
+    VkStructureType                            sType;
+    const void*                                pNext;
+    uint32_t                                   stdSPSCount;
+    const StdVideoH264SequenceParameterSet*    pStdSPSs;
+    uint32_t                                   stdPPSCount;
+    const StdVideoH264PictureParameterSet*     pStdPPSs;
+} VkVideoEncodeH264SessionParametersAddInfoEXT;
+
+typedef struct VkVideoEncodeH264SessionParametersCreateInfoEXT {
+    VkStructureType                                        sType;
+    const void*                                            pNext;
+    uint32_t                                               maxStdSPSCount;
+    uint32_t                                               maxStdPPSCount;
+    const VkVideoEncodeH264SessionParametersAddInfoEXT*    pParametersAddInfo;
+} VkVideoEncodeH264SessionParametersCreateInfoEXT;
+
+typedef struct VkVideoEncodeH264NaluSliceInfoEXT {
+    VkStructureType                                sType;
+    const void*                                    pNext;
+    uint32_t                                       mbCount;
+    const StdVideoEncodeH264ReferenceListsInfo*    pStdReferenceFinalLists;
+    const StdVideoEncodeH264SliceHeader*           pStdSliceHeader;
+} VkVideoEncodeH264NaluSliceInfoEXT;
+
+typedef struct VkVideoEncodeH264VclFrameInfoEXT {
+    VkStructureType                                sType;
+    const void*                                    pNext;
+    const StdVideoEncodeH264ReferenceListsInfo*    pStdReferenceFinalLists;
+    uint32_t                                       naluSliceEntryCount;
+    const VkVideoEncodeH264NaluSliceInfoEXT*       pNaluSliceEntries;
+    const StdVideoEncodeH264PictureInfo*           pStdPictureInfo;
+} VkVideoEncodeH264VclFrameInfoEXT;
+
+typedef struct VkVideoEncodeH264DpbSlotInfoEXT {
+    VkStructureType                           sType;
+    const void*                               pNext;
+    const StdVideoEncodeH264ReferenceInfo*    pStdReferenceInfo;
+} VkVideoEncodeH264DpbSlotInfoEXT;
+
+typedef struct VkVideoEncodeH264ProfileInfoEXT {
+    VkStructureType           sType;
+    const void*               pNext;
+    StdVideoH264ProfileIdc    stdProfileIdc;
+} VkVideoEncodeH264ProfileInfoEXT;
+
+typedef struct VkVideoEncodeH264RateControlInfoEXT {
+    VkStructureType                             sType;
+    const void*                                 pNext;
+    uint32_t                                    gopFrameCount;
+    uint32_t                                    idrPeriod;
+    uint32_t                                    consecutiveBFrameCount;
+    VkVideoEncodeH264RateControlStructureEXT    rateControlStructure;
+    uint32_t                                    temporalLayerCount;
+} VkVideoEncodeH264RateControlInfoEXT;
+
+typedef struct VkVideoEncodeH264QpEXT {
+    int32_t    qpI;
+    int32_t    qpP;
+    int32_t    qpB;
+} VkVideoEncodeH264QpEXT;
+
+typedef struct VkVideoEncodeH264FrameSizeEXT {
+    uint32_t    frameISize;
+    uint32_t    framePSize;
+    uint32_t    frameBSize;
+} VkVideoEncodeH264FrameSizeEXT;
+
+typedef struct VkVideoEncodeH264RateControlLayerInfoEXT {
+    VkStructureType                  sType;
+    const void*                      pNext;
+    uint32_t                         temporalLayerId;
+    VkBool32                         useInitialRcQp;
+    VkVideoEncodeH264QpEXT           initialRcQp;
+    VkBool32                         useMinQp;
+    VkVideoEncodeH264QpEXT           minQp;
+    VkBool32                         useMaxQp;
+    VkVideoEncodeH264QpEXT           maxQp;
+    VkBool32                         useMaxFrameSize;
+    VkVideoEncodeH264FrameSizeEXT    maxFrameSize;
+} VkVideoEncodeH264RateControlLayerInfoEXT;
+
+
+
+#define VK_EXT_video_encode_h265 1
+#include "vk_video/vulkan_video_codec_h265std.h"
+#include "vk_video/vulkan_video_codec_h265std_encode.h"
+#define VK_EXT_VIDEO_ENCODE_H265_SPEC_VERSION 10
+#define VK_EXT_VIDEO_ENCODE_H265_EXTENSION_NAME "VK_EXT_video_encode_h265"
+
+typedef enum VkVideoEncodeH265RateControlStructureEXT {
+    VK_VIDEO_ENCODE_H265_RATE_CONTROL_STRUCTURE_UNKNOWN_EXT = 0,
+    VK_VIDEO_ENCODE_H265_RATE_CONTROL_STRUCTURE_FLAT_EXT = 1,
+    VK_VIDEO_ENCODE_H265_RATE_CONTROL_STRUCTURE_DYADIC_EXT = 2,
+    VK_VIDEO_ENCODE_H265_RATE_CONTROL_STRUCTURE_MAX_ENUM_EXT = 0x7FFFFFFF
+} VkVideoEncodeH265RateControlStructureEXT;
+
+typedef enum VkVideoEncodeH265CapabilityFlagBitsEXT {
+    VK_VIDEO_ENCODE_H265_CAPABILITY_SEPARATE_COLOUR_PLANE_BIT_EXT = 0x00000001,
+    VK_VIDEO_ENCODE_H265_CAPABILITY_SCALING_LISTS_BIT_EXT = 0x00000002,
+    VK_VIDEO_ENCODE_H265_CAPABILITY_SAMPLE_ADAPTIVE_OFFSET_ENABLED_BIT_EXT = 0x00000004,
+    VK_VIDEO_ENCODE_H265_CAPABILITY_PCM_ENABLE_BIT_EXT = 0x00000008,
+    VK_VIDEO_ENCODE_H265_CAPABILITY_SPS_TEMPORAL_MVP_ENABLED_BIT_EXT = 0x00000010,
+    VK_VIDEO_ENCODE_H265_CAPABILITY_HRD_COMPLIANCE_BIT_EXT = 0x00000020,
+    VK_VIDEO_ENCODE_H265_CAPABILITY_INIT_QP_MINUS26_BIT_EXT = 0x00000040,
+    VK_VIDEO_ENCODE_H265_CAPABILITY_LOG2_PARALLEL_MERGE_LEVEL_MINUS2_BIT_EXT = 0x00000080,
+    VK_VIDEO_ENCODE_H265_CAPABILITY_SIGN_DATA_HIDING_ENABLED_BIT_EXT = 0x00000100,
+    VK_VIDEO_ENCODE_H265_CAPABILITY_TRANSFORM_SKIP_ENABLED_BIT_EXT = 0x00000200,
+    VK_VIDEO_ENCODE_H265_CAPABILITY_TRANSFORM_SKIP_DISABLED_BIT_EXT = 0x00000400,
+    VK_VIDEO_ENCODE_H265_CAPABILITY_PPS_SLICE_CHROMA_QP_OFFSETS_PRESENT_BIT_EXT = 0x00000800,
+    VK_VIDEO_ENCODE_H265_CAPABILITY_WEIGHTED_PRED_BIT_EXT = 0x00001000,
+    VK_VIDEO_ENCODE_H265_CAPABILITY_WEIGHTED_BIPRED_BIT_EXT = 0x00002000,
+    VK_VIDEO_ENCODE_H265_CAPABILITY_WEIGHTED_PRED_NO_TABLE_BIT_EXT = 0x00004000,
+    VK_VIDEO_ENCODE_H265_CAPABILITY_TRANSQUANT_BYPASS_ENABLED_BIT_EXT = 0x00008000,
+    VK_VIDEO_ENCODE_H265_CAPABILITY_ENTROPY_CODING_SYNC_ENABLED_BIT_EXT = 0x00010000,
+    VK_VIDEO_ENCODE_H265_CAPABILITY_DEBLOCKING_FILTER_OVERRIDE_ENABLED_BIT_EXT = 0x00020000,
+    VK_VIDEO_ENCODE_H265_CAPABILITY_MULTIPLE_TILE_PER_FRAME_BIT_EXT = 0x00040000,
+    VK_VIDEO_ENCODE_H265_CAPABILITY_MULTIPLE_SLICE_PER_TILE_BIT_EXT = 0x00080000,
+    VK_VIDEO_ENCODE_H265_CAPABILITY_MULTIPLE_TILE_PER_SLICE_BIT_EXT = 0x00100000,
+    VK_VIDEO_ENCODE_H265_CAPABILITY_SLICE_SEGMENT_CTB_COUNT_BIT_EXT = 0x00200000,
+    VK_VIDEO_ENCODE_H265_CAPABILITY_ROW_UNALIGNED_SLICE_SEGMENT_BIT_EXT = 0x00400000,
+    VK_VIDEO_ENCODE_H265_CAPABILITY_DEPENDENT_SLICE_SEGMENT_BIT_EXT = 0x00800000,
+    VK_VIDEO_ENCODE_H265_CAPABILITY_DIFFERENT_SLICE_TYPE_BIT_EXT = 0x01000000,
+    VK_VIDEO_ENCODE_H265_CAPABILITY_B_FRAME_IN_L1_LIST_BIT_EXT = 0x02000000,
+    VK_VIDEO_ENCODE_H265_CAPABILITY_DIFFERENT_REFERENCE_FINAL_LISTS_BIT_EXT = 0x04000000,
+    VK_VIDEO_ENCODE_H265_CAPABILITY_FLAG_BITS_MAX_ENUM_EXT = 0x7FFFFFFF
+} VkVideoEncodeH265CapabilityFlagBitsEXT;
+typedef VkFlags VkVideoEncodeH265CapabilityFlagsEXT;
+
+typedef enum VkVideoEncodeH265CtbSizeFlagBitsEXT {
+    VK_VIDEO_ENCODE_H265_CTB_SIZE_16_BIT_EXT = 0x00000001,
+    VK_VIDEO_ENCODE_H265_CTB_SIZE_32_BIT_EXT = 0x00000002,
+    VK_VIDEO_ENCODE_H265_CTB_SIZE_64_BIT_EXT = 0x00000004,
+    VK_VIDEO_ENCODE_H265_CTB_SIZE_FLAG_BITS_MAX_ENUM_EXT = 0x7FFFFFFF
+} VkVideoEncodeH265CtbSizeFlagBitsEXT;
+typedef VkFlags VkVideoEncodeH265CtbSizeFlagsEXT;
+
+typedef enum VkVideoEncodeH265TransformBlockSizeFlagBitsEXT {
+    VK_VIDEO_ENCODE_H265_TRANSFORM_BLOCK_SIZE_4_BIT_EXT = 0x00000001,
+    VK_VIDEO_ENCODE_H265_TRANSFORM_BLOCK_SIZE_8_BIT_EXT = 0x00000002,
+    VK_VIDEO_ENCODE_H265_TRANSFORM_BLOCK_SIZE_16_BIT_EXT = 0x00000004,
+    VK_VIDEO_ENCODE_H265_TRANSFORM_BLOCK_SIZE_32_BIT_EXT = 0x00000008,
+    VK_VIDEO_ENCODE_H265_TRANSFORM_BLOCK_SIZE_FLAG_BITS_MAX_ENUM_EXT = 0x7FFFFFFF
+} VkVideoEncodeH265TransformBlockSizeFlagBitsEXT;
+typedef VkFlags VkVideoEncodeH265TransformBlockSizeFlagsEXT;
+typedef struct VkVideoEncodeH265CapabilitiesEXT {
+    VkStructureType                                sType;
+    void*                                          pNext;
+    VkVideoEncodeH265CapabilityFlagsEXT            flags;
+    VkVideoEncodeH265CtbSizeFlagsEXT               ctbSizes;
+    VkVideoEncodeH265TransformBlockSizeFlagsEXT    transformBlockSizes;
+    uint32_t                                       maxPPictureL0ReferenceCount;
+    uint32_t                                       maxBPictureL0ReferenceCount;
+    uint32_t                                       maxL1ReferenceCount;
+    uint32_t                                       maxSubLayersCount;
+    uint32_t                                       minLog2MinLumaCodingBlockSizeMinus3;
+    uint32_t                                       maxLog2MinLumaCodingBlockSizeMinus3;
+    uint32_t                                       minLog2MinLumaTransformBlockSizeMinus2;
+    uint32_t                                       maxLog2MinLumaTransformBlockSizeMinus2;
+    uint32_t                                       minMaxTransformHierarchyDepthInter;
+    uint32_t                                       maxMaxTransformHierarchyDepthInter;
+    uint32_t                                       minMaxTransformHierarchyDepthIntra;
+    uint32_t                                       maxMaxTransformHierarchyDepthIntra;
+    uint32_t                                       maxDiffCuQpDeltaDepth;
+    uint32_t                                       minMaxNumMergeCand;
+    uint32_t                                       maxMaxNumMergeCand;
+} VkVideoEncodeH265CapabilitiesEXT;
+
+typedef struct VkVideoEncodeH265SessionParametersAddInfoEXT {
+    VkStructureType                            sType;
+    const void*                                pNext;
+    uint32_t                                   stdVPSCount;
+    const StdVideoH265VideoParameterSet*       pStdVPSs;
+    uint32_t                                   stdSPSCount;
+    const StdVideoH265SequenceParameterSet*    pStdSPSs;
+    uint32_t                                   stdPPSCount;
+    const StdVideoH265PictureParameterSet*     pStdPPSs;
+} VkVideoEncodeH265SessionParametersAddInfoEXT;
+
+typedef struct VkVideoEncodeH265SessionParametersCreateInfoEXT {
+    VkStructureType                                        sType;
+    const void*                                            pNext;
+    uint32_t                                               maxStdVPSCount;
+    uint32_t                                               maxStdSPSCount;
+    uint32_t                                               maxStdPPSCount;
+    const VkVideoEncodeH265SessionParametersAddInfoEXT*    pParametersAddInfo;
+} VkVideoEncodeH265SessionParametersCreateInfoEXT;
+
+typedef struct VkVideoEncodeH265NaluSliceSegmentInfoEXT {
+    VkStructureType                                sType;
+    const void*                                    pNext;
+    uint32_t                                       ctbCount;
+    const StdVideoEncodeH265ReferenceListsInfo*    pStdReferenceFinalLists;
+    const StdVideoEncodeH265SliceSegmentHeader*    pStdSliceSegmentHeader;
+} VkVideoEncodeH265NaluSliceSegmentInfoEXT;
+
+typedef struct VkVideoEncodeH265VclFrameInfoEXT {
+    VkStructureType                                    sType;
+    const void*                                        pNext;
+    const StdVideoEncodeH265ReferenceListsInfo*        pStdReferenceFinalLists;
+    uint32_t                                           naluSliceSegmentEntryCount;
+    const VkVideoEncodeH265NaluSliceSegmentInfoEXT*    pNaluSliceSegmentEntries;
+    const StdVideoEncodeH265PictureInfo*               pStdPictureInfo;
+} VkVideoEncodeH265VclFrameInfoEXT;
+
+typedef struct VkVideoEncodeH265DpbSlotInfoEXT {
+    VkStructureType                           sType;
+    const void*                               pNext;
+    const StdVideoEncodeH265ReferenceInfo*    pStdReferenceInfo;
+} VkVideoEncodeH265DpbSlotInfoEXT;
+
+typedef struct VkVideoEncodeH265ProfileInfoEXT {
+    VkStructureType           sType;
+    const void*               pNext;
+    StdVideoH265ProfileIdc    stdProfileIdc;
+} VkVideoEncodeH265ProfileInfoEXT;
+
+typedef struct VkVideoEncodeH265RateControlInfoEXT {
+    VkStructureType                             sType;
+    const void*                                 pNext;
+    uint32_t                                    gopFrameCount;
+    uint32_t                                    idrPeriod;
+    uint32_t                                    consecutiveBFrameCount;
+    VkVideoEncodeH265RateControlStructureEXT    rateControlStructure;
+    uint32_t                                    subLayerCount;
+} VkVideoEncodeH265RateControlInfoEXT;
+
+typedef struct VkVideoEncodeH265QpEXT {
+    int32_t    qpI;
+    int32_t    qpP;
+    int32_t    qpB;
+} VkVideoEncodeH265QpEXT;
+
+typedef struct VkVideoEncodeH265FrameSizeEXT {
+    uint32_t    frameISize;
+    uint32_t    framePSize;
+    uint32_t    frameBSize;
+} VkVideoEncodeH265FrameSizeEXT;
+
+typedef struct VkVideoEncodeH265RateControlLayerInfoEXT {
+    VkStructureType                  sType;
+    const void*                      pNext;
+    uint32_t                         temporalId;
+    VkBool32                         useInitialRcQp;
+    VkVideoEncodeH265QpEXT           initialRcQp;
+    VkBool32                         useMinQp;
+    VkVideoEncodeH265QpEXT           minQp;
+    VkBool32                         useMaxQp;
+    VkVideoEncodeH265QpEXT           maxQp;
+    VkBool32                         useMaxFrameSize;
+    VkVideoEncodeH265FrameSizeEXT    maxFrameSize;
+} VkVideoEncodeH265RateControlLayerInfoEXT;
+
+
+#ifdef __cplusplus
+}
+#endif
+
+#endif

3rdparty/include/vulkan/vulkan_directfb.h

@@ -0,0 +1,54 @@
+#ifndef VULKAN_DIRECTFB_H_
+#define VULKAN_DIRECTFB_H_ 1
+
+/*
+** Copyright 2015-2023 The Khronos Group Inc.
+**
+** SPDX-License-Identifier: Apache-2.0
+*/
+
+/*
+** This header is generated from the Khronos Vulkan XML API Registry.
+**
+*/
+
+
+#ifdef __cplusplus
+extern "C" {
+#endif
+
+
+
+#define VK_EXT_directfb_surface 1
+#define VK_EXT_DIRECTFB_SURFACE_SPEC_VERSION 1
+#define VK_EXT_DIRECTFB_SURFACE_EXTENSION_NAME "VK_EXT_directfb_surface"
+typedef VkFlags VkDirectFBSurfaceCreateFlagsEXT;
+typedef struct VkDirectFBSurfaceCreateInfoEXT {
+    VkStructureType                    sType;
+    const void*                        pNext;
+    VkDirectFBSurfaceCreateFlagsEXT    flags;
+    IDirectFB*                         dfb;
+    IDirectFBSurface*                  surface;
+} VkDirectFBSurfaceCreateInfoEXT;
+
+typedef VkResult (VKAPI_PTR *PFN_vkCreateDirectFBSurfaceEXT)(VkInstance instance, const VkDirectFBSurfaceCreateInfoEXT* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkSurfaceKHR* pSurface);
+typedef VkBool32 (VKAPI_PTR *PFN_vkGetPhysicalDeviceDirectFBPresentationSupportEXT)(VkPhysicalDevice physicalDevice, uint32_t queueFamilyIndex, IDirectFB* dfb);
+
+#ifndef VK_NO_PROTOTYPES
+VKAPI_ATTR VkResult VKAPI_CALL vkCreateDirectFBSurfaceEXT(
+    VkInstance                                  instance,
+    const VkDirectFBSurfaceCreateInfoEXT*       pCreateInfo,
+    const VkAllocationCallbacks*                pAllocator,
+    VkSurfaceKHR*                               pSurface);
+
+VKAPI_ATTR VkBool32 VKAPI_CALL vkGetPhysicalDeviceDirectFBPresentationSupportEXT(
+    VkPhysicalDevice                            physicalDevice,
+    uint32_t                                    queueFamilyIndex,
+    IDirectFB*                                  dfb);
+#endif
+
+#ifdef __cplusplus
+}
+#endif
+
+#endif

3rdparty/include/vulkan/vulkan_fuchsia.h

@@ -1,24 +1,10 @@
 #ifndef VULKAN_FUCHSIA_H_
 #define VULKAN_FUCHSIA_H_ 1
 
-#ifdef __cplusplus
-extern "C" {
-#endif
-
 /*
-** Copyright (c) 2015-2018 The Khronos Group Inc.
+** Copyright 2015-2023 The Khronos Group Inc.
 **
-** Licensed under the Apache License, Version 2.0 (the "License");
-** you may not use this file except in compliance with the License.
-** You may obtain a copy of the License at
-**
-**     http://www.apache.org/licenses/LICENSE-2.0
-**
-** Unless required by applicable law or agreed to in writing, software
-** distributed under the License is distributed on an "AS IS" BASIS,
-** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-** See the License for the specific language governing permissions and
-** limitations under the License.
+** SPDX-License-Identifier: Apache-2.0
 */
 
 /*
@@ -27,12 +13,16 @@ extern "C" {
 */
 
 
+#ifdef __cplusplus
+extern "C" {
+#endif
+
+
+
 #define VK_FUCHSIA_imagepipe_surface 1
 #define VK_FUCHSIA_IMAGEPIPE_SURFACE_SPEC_VERSION 1
 #define VK_FUCHSIA_IMAGEPIPE_SURFACE_EXTENSION_NAME "VK_FUCHSIA_imagepipe_surface"
-
 typedef VkFlags VkImagePipeSurfaceCreateFlagsFUCHSIA;
-
 typedef struct VkImagePipeSurfaceCreateInfoFUCHSIA {
     VkStructureType                         sType;
     const void*                             pNext;
@@ -40,7 +30,6 @@ typedef struct VkImagePipeSurfaceCreateInfoFUCHSIA {
     zx_handle_t                             imagePipeHandle;
 } VkImagePipeSurfaceCreateInfoFUCHSIA;
 
-
 typedef VkResult (VKAPI_PTR *PFN_vkCreateImagePipeSurfaceFUCHSIA)(VkInstance instance, const VkImagePipeSurfaceCreateInfoFUCHSIA* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkSurfaceKHR* pSurface);
 
 #ifndef VK_NO_PROTOTYPES
@@ -51,6 +40,217 @@ VKAPI_ATTR VkResult VKAPI_CALL vkCreateImagePipeSurfaceFUCHSIA(
     VkSurfaceKHR*                               pSurface);
 #endif
 
+
+#define VK_FUCHSIA_external_memory 1
+#define VK_FUCHSIA_EXTERNAL_MEMORY_SPEC_VERSION 1
+#define VK_FUCHSIA_EXTERNAL_MEMORY_EXTENSION_NAME "VK_FUCHSIA_external_memory"
+typedef struct VkImportMemoryZirconHandleInfoFUCHSIA {
+    VkStructureType                       sType;
+    const void*                           pNext;
+    VkExternalMemoryHandleTypeFlagBits    handleType;
+    zx_handle_t                           handle;
+} VkImportMemoryZirconHandleInfoFUCHSIA;
+
+typedef struct VkMemoryZirconHandlePropertiesFUCHSIA {
+    VkStructureType    sType;
+    void*              pNext;
+    uint32_t           memoryTypeBits;
+} VkMemoryZirconHandlePropertiesFUCHSIA;
+
+typedef struct VkMemoryGetZirconHandleInfoFUCHSIA {
+    VkStructureType                       sType;
+    const void*                           pNext;
+    VkDeviceMemory                        memory;
+    VkExternalMemoryHandleTypeFlagBits    handleType;
+} VkMemoryGetZirconHandleInfoFUCHSIA;
+
+typedef VkResult (VKAPI_PTR *PFN_vkGetMemoryZirconHandleFUCHSIA)(VkDevice device, const VkMemoryGetZirconHandleInfoFUCHSIA* pGetZirconHandleInfo, zx_handle_t* pZirconHandle);
+typedef VkResult (VKAPI_PTR *PFN_vkGetMemoryZirconHandlePropertiesFUCHSIA)(VkDevice device, VkExternalMemoryHandleTypeFlagBits handleType, zx_handle_t zirconHandle, VkMemoryZirconHandlePropertiesFUCHSIA* pMemoryZirconHandleProperties);
+
+#ifndef VK_NO_PROTOTYPES
+VKAPI_ATTR VkResult VKAPI_CALL vkGetMemoryZirconHandleFUCHSIA(
+    VkDevice                                    device,
+    const VkMemoryGetZirconHandleInfoFUCHSIA*   pGetZirconHandleInfo,
+    zx_handle_t*                                pZirconHandle);
+
+VKAPI_ATTR VkResult VKAPI_CALL vkGetMemoryZirconHandlePropertiesFUCHSIA(
+    VkDevice                                    device,
+    VkExternalMemoryHandleTypeFlagBits          handleType,
+    zx_handle_t                                 zirconHandle,
+    VkMemoryZirconHandlePropertiesFUCHSIA*      pMemoryZirconHandleProperties);
+#endif
+
+
+#define VK_FUCHSIA_external_semaphore 1
+#define VK_FUCHSIA_EXTERNAL_SEMAPHORE_SPEC_VERSION 1
+#define VK_FUCHSIA_EXTERNAL_SEMAPHORE_EXTENSION_NAME "VK_FUCHSIA_external_semaphore"
+typedef struct VkImportSemaphoreZirconHandleInfoFUCHSIA {
+    VkStructureType                          sType;
+    const void*                              pNext;
+    VkSemaphore                              semaphore;
+    VkSemaphoreImportFlags                   flags;
+    VkExternalSemaphoreHandleTypeFlagBits    handleType;
+    zx_handle_t                              zirconHandle;
+} VkImportSemaphoreZirconHandleInfoFUCHSIA;
+
+typedef struct VkSemaphoreGetZirconHandleInfoFUCHSIA {
+    VkStructureType                          sType;
+    const void*                              pNext;
+    VkSemaphore                              semaphore;
+    VkExternalSemaphoreHandleTypeFlagBits    handleType;
+} VkSemaphoreGetZirconHandleInfoFUCHSIA;
+
+typedef VkResult (VKAPI_PTR *PFN_vkImportSemaphoreZirconHandleFUCHSIA)(VkDevice device, const VkImportSemaphoreZirconHandleInfoFUCHSIA* pImportSemaphoreZirconHandleInfo);
+typedef VkResult (VKAPI_PTR *PFN_vkGetSemaphoreZirconHandleFUCHSIA)(VkDevice device, const VkSemaphoreGetZirconHandleInfoFUCHSIA* pGetZirconHandleInfo, zx_handle_t* pZirconHandle);
+
+#ifndef VK_NO_PROTOTYPES
+VKAPI_ATTR VkResult VKAPI_CALL vkImportSemaphoreZirconHandleFUCHSIA(
+    VkDevice                                    device,
+    const VkImportSemaphoreZirconHandleInfoFUCHSIA* pImportSemaphoreZirconHandleInfo);
+
+VKAPI_ATTR VkResult VKAPI_CALL vkGetSemaphoreZirconHandleFUCHSIA(
+    VkDevice                                    device,
+    const VkSemaphoreGetZirconHandleInfoFUCHSIA* pGetZirconHandleInfo,
+    zx_handle_t*                                pZirconHandle);
+#endif
+
+
+#define VK_FUCHSIA_buffer_collection 1
+VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkBufferCollectionFUCHSIA)
+#define VK_FUCHSIA_BUFFER_COLLECTION_SPEC_VERSION 2
+#define VK_FUCHSIA_BUFFER_COLLECTION_EXTENSION_NAME "VK_FUCHSIA_buffer_collection"
+typedef VkFlags VkImageFormatConstraintsFlagsFUCHSIA;
+
+typedef enum VkImageConstraintsInfoFlagBitsFUCHSIA {
+    VK_IMAGE_CONSTRAINTS_INFO_CPU_READ_RARELY_FUCHSIA = 0x00000001,
+    VK_IMAGE_CONSTRAINTS_INFO_CPU_READ_OFTEN_FUCHSIA = 0x00000002,
+    VK_IMAGE_CONSTRAINTS_INFO_CPU_WRITE_RARELY_FUCHSIA = 0x00000004,
+    VK_IMAGE_CONSTRAINTS_INFO_CPU_WRITE_OFTEN_FUCHSIA = 0x00000008,
+    VK_IMAGE_CONSTRAINTS_INFO_PROTECTED_OPTIONAL_FUCHSIA = 0x00000010,
+    VK_IMAGE_CONSTRAINTS_INFO_FLAG_BITS_MAX_ENUM_FUCHSIA = 0x7FFFFFFF
+} VkImageConstraintsInfoFlagBitsFUCHSIA;
+typedef VkFlags VkImageConstraintsInfoFlagsFUCHSIA;
+typedef struct VkBufferCollectionCreateInfoFUCHSIA {
+    VkStructureType    sType;
+    const void*        pNext;
+    zx_handle_t        collectionToken;
+} VkBufferCollectionCreateInfoFUCHSIA;
+
+typedef struct VkImportMemoryBufferCollectionFUCHSIA {
+    VkStructureType              sType;
+    const void*                  pNext;
+    VkBufferCollectionFUCHSIA    collection;
+    uint32_t                     index;
+} VkImportMemoryBufferCollectionFUCHSIA;
+
+typedef struct VkBufferCollectionImageCreateInfoFUCHSIA {
+    VkStructureType              sType;
+    const void*                  pNext;
+    VkBufferCollectionFUCHSIA    collection;
+    uint32_t                     index;
+} VkBufferCollectionImageCreateInfoFUCHSIA;
+
+typedef struct VkBufferCollectionConstraintsInfoFUCHSIA {
+    VkStructureType    sType;
+    const void*        pNext;
+    uint32_t           minBufferCount;
+    uint32_t           maxBufferCount;
+    uint32_t           minBufferCountForCamping;
+    uint32_t           minBufferCountForDedicatedSlack;
+    uint32_t           minBufferCountForSharedSlack;
+} VkBufferCollectionConstraintsInfoFUCHSIA;
+
+typedef struct VkBufferConstraintsInfoFUCHSIA {
+    VkStructureType                             sType;
+    const void*                                 pNext;
+    VkBufferCreateInfo                          createInfo;
+    VkFormatFeatureFlags                        requiredFormatFeatures;
+    VkBufferCollectionConstraintsInfoFUCHSIA    bufferCollectionConstraints;
+} VkBufferConstraintsInfoFUCHSIA;
+
+typedef struct VkBufferCollectionBufferCreateInfoFUCHSIA {
+    VkStructureType              sType;
+    const void*                  pNext;
+    VkBufferCollectionFUCHSIA    collection;
+    uint32_t                     index;
+} VkBufferCollectionBufferCreateInfoFUCHSIA;
+
+typedef struct VkSysmemColorSpaceFUCHSIA {
+    VkStructureType    sType;
+    const void*        pNext;
+    uint32_t           colorSpace;
+} VkSysmemColorSpaceFUCHSIA;
+
+typedef struct VkBufferCollectionPropertiesFUCHSIA {
+    VkStructureType                  sType;
+    void*                            pNext;
+    uint32_t                         memoryTypeBits;
+    uint32_t                         bufferCount;
+    uint32_t                         createInfoIndex;
+    uint64_t                         sysmemPixelFormat;
+    VkFormatFeatureFlags             formatFeatures;
+    VkSysmemColorSpaceFUCHSIA        sysmemColorSpaceIndex;
+    VkComponentMapping               samplerYcbcrConversionComponents;
+    VkSamplerYcbcrModelConversion    suggestedYcbcrModel;
+    VkSamplerYcbcrRange              suggestedYcbcrRange;
+    VkChromaLocation                 suggestedXChromaOffset;
+    VkChromaLocation                 suggestedYChromaOffset;
+} VkBufferCollectionPropertiesFUCHSIA;
+
+typedef struct VkImageFormatConstraintsInfoFUCHSIA {
+    VkStructureType                         sType;
+    const void*                             pNext;
+    VkImageCreateInfo                       imageCreateInfo;
+    VkFormatFeatureFlags                    requiredFormatFeatures;
+    VkImageFormatConstraintsFlagsFUCHSIA    flags;
+    uint64_t                                sysmemPixelFormat;
+    uint32_t                                colorSpaceCount;
+    const VkSysmemColorSpaceFUCHSIA*        pColorSpaces;
+} VkImageFormatConstraintsInfoFUCHSIA;
+
+typedef struct VkImageConstraintsInfoFUCHSIA {
+    VkStructureType                               sType;
+    const void*                                   pNext;
+    uint32_t                                      formatConstraintsCount;
+    const VkImageFormatConstraintsInfoFUCHSIA*    pFormatConstraints;
+    VkBufferCollectionConstraintsInfoFUCHSIA      bufferCollectionConstraints;
+    VkImageConstraintsInfoFlagsFUCHSIA            flags;
+} VkImageConstraintsInfoFUCHSIA;
+
+typedef VkResult (VKAPI_PTR *PFN_vkCreateBufferCollectionFUCHSIA)(VkDevice device, const VkBufferCollectionCreateInfoFUCHSIA* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkBufferCollectionFUCHSIA* pCollection);
+typedef VkResult (VKAPI_PTR *PFN_vkSetBufferCollectionImageConstraintsFUCHSIA)(VkDevice device, VkBufferCollectionFUCHSIA collection, const VkImageConstraintsInfoFUCHSIA* pImageConstraintsInfo);
+typedef VkResult (VKAPI_PTR *PFN_vkSetBufferCollectionBufferConstraintsFUCHSIA)(VkDevice device, VkBufferCollectionFUCHSIA collection, const VkBufferConstraintsInfoFUCHSIA* pBufferConstraintsInfo);
+typedef void (VKAPI_PTR *PFN_vkDestroyBufferCollectionFUCHSIA)(VkDevice device, VkBufferCollectionFUCHSIA collection, const VkAllocationCallbacks* pAllocator);
+typedef VkResult (VKAPI_PTR *PFN_vkGetBufferCollectionPropertiesFUCHSIA)(VkDevice device, VkBufferCollectionFUCHSIA collection, VkBufferCollectionPropertiesFUCHSIA* pProperties);
+
+#ifndef VK_NO_PROTOTYPES
+VKAPI_ATTR VkResult VKAPI_CALL vkCreateBufferCollectionFUCHSIA(
+    VkDevice                                    device,
+    const VkBufferCollectionCreateInfoFUCHSIA*  pCreateInfo,
+    const VkAllocationCallbacks*                pAllocator,
+    VkBufferCollectionFUCHSIA*                  pCollection);
+
+VKAPI_ATTR VkResult VKAPI_CALL vkSetBufferCollectionImageConstraintsFUCHSIA(
+    VkDevice                                    device,
+    VkBufferCollectionFUCHSIA                   collection,
+    const VkImageConstraintsInfoFUCHSIA*        pImageConstraintsInfo);
+
+VKAPI_ATTR VkResult VKAPI_CALL vkSetBufferCollectionBufferConstraintsFUCHSIA(
+    VkDevice                                    device,
+    VkBufferCollectionFUCHSIA                   collection,
+    const VkBufferConstraintsInfoFUCHSIA*       pBufferConstraintsInfo);
+
+VKAPI_ATTR void VKAPI_CALL vkDestroyBufferCollectionFUCHSIA(
+    VkDevice                                    device,
+    VkBufferCollectionFUCHSIA                   collection,
+    const VkAllocationCallbacks*                pAllocator);
+
+VKAPI_ATTR VkResult VKAPI_CALL vkGetBufferCollectionPropertiesFUCHSIA(
+    VkDevice                                    device,
+    VkBufferCollectionFUCHSIA                   collection,
+    VkBufferCollectionPropertiesFUCHSIA*        pProperties);
+#endif
+
 #ifdef __cplusplus
 }
 #endif

3rdparty/include/vulkan/vulkan_ggp.h

@@ -0,0 +1,58 @@
+#ifndef VULKAN_GGP_H_
+#define VULKAN_GGP_H_ 1
+
+/*
+** Copyright 2015-2023 The Khronos Group Inc.
+**
+** SPDX-License-Identifier: Apache-2.0
+*/
+
+/*
+** This header is generated from the Khronos Vulkan XML API Registry.
+**
+*/
+
+
+#ifdef __cplusplus
+extern "C" {
+#endif
+
+
+
+#define VK_GGP_stream_descriptor_surface 1
+#define VK_GGP_STREAM_DESCRIPTOR_SURFACE_SPEC_VERSION 1
+#define VK_GGP_STREAM_DESCRIPTOR_SURFACE_EXTENSION_NAME "VK_GGP_stream_descriptor_surface"
+typedef VkFlags VkStreamDescriptorSurfaceCreateFlagsGGP;
+typedef struct VkStreamDescriptorSurfaceCreateInfoGGP {
+    VkStructureType                            sType;
+    const void*                                pNext;
+    VkStreamDescriptorSurfaceCreateFlagsGGP    flags;
+    GgpStreamDescriptor                        streamDescriptor;
+} VkStreamDescriptorSurfaceCreateInfoGGP;
+
+typedef VkResult (VKAPI_PTR *PFN_vkCreateStreamDescriptorSurfaceGGP)(VkInstance instance, const VkStreamDescriptorSurfaceCreateInfoGGP* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkSurfaceKHR* pSurface);
+
+#ifndef VK_NO_PROTOTYPES
+VKAPI_ATTR VkResult VKAPI_CALL vkCreateStreamDescriptorSurfaceGGP(
+    VkInstance                                  instance,
+    const VkStreamDescriptorSurfaceCreateInfoGGP* pCreateInfo,
+    const VkAllocationCallbacks*                pAllocator,
+    VkSurfaceKHR*                               pSurface);
+#endif
+
+
+#define VK_GGP_frame_token 1
+#define VK_GGP_FRAME_TOKEN_SPEC_VERSION   1
+#define VK_GGP_FRAME_TOKEN_EXTENSION_NAME "VK_GGP_frame_token"
+typedef struct VkPresentFrameTokenGGP {
+    VkStructureType    sType;
+    const void*        pNext;
+    GgpFrameToken      frameToken;
+} VkPresentFrameTokenGGP;
+
+
+#ifdef __cplusplus
+}
+#endif
+
+#endif

3rdparty/include/vulkan/vulkan_ios.h

@@ -1,24 +1,10 @@
 #ifndef VULKAN_IOS_H_
 #define VULKAN_IOS_H_ 1
 
-#ifdef __cplusplus
-extern "C" {
-#endif
-
 /*
-** Copyright (c) 2015-2018 The Khronos Group Inc.
+** Copyright 2015-2023 The Khronos Group Inc.
 **
-** Licensed under the Apache License, Version 2.0 (the "License");
-** you may not use this file except in compliance with the License.
-** You may obtain a copy of the License at
-**
-**     http://www.apache.org/licenses/LICENSE-2.0
-**
-** Unless required by applicable law or agreed to in writing, software
-** distributed under the License is distributed on an "AS IS" BASIS,
-** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-** See the License for the specific language governing permissions and
-** limitations under the License.
+** SPDX-License-Identifier: Apache-2.0
 */
 
 /*
@@ -27,12 +13,16 @@ extern "C" {
 */
 
 
+#ifdef __cplusplus
+extern "C" {
+#endif
+
+
+
 #define VK_MVK_ios_surface 1
-#define VK_MVK_IOS_SURFACE_SPEC_VERSION   2
+#define VK_MVK_IOS_SURFACE_SPEC_VERSION   3
 #define VK_MVK_IOS_SURFACE_EXTENSION_NAME "VK_MVK_ios_surface"
-
 typedef VkFlags VkIOSSurfaceCreateFlagsMVK;
-
 typedef struct VkIOSSurfaceCreateInfoMVK {
     VkStructureType               sType;
     const void*                   pNext;
@@ -40,7 +30,6 @@ typedef struct VkIOSSurfaceCreateInfoMVK {
     const void*                   pView;
 } VkIOSSurfaceCreateInfoMVK;
 
-
 typedef VkResult (VKAPI_PTR *PFN_vkCreateIOSSurfaceMVK)(VkInstance instance, const VkIOSSurfaceCreateInfoMVK* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkSurfaceKHR* pSurface);
 
 #ifndef VK_NO_PROTOTYPES

3rdparty/include/vulkan/vulkan_macos.h

@@ -1,24 +1,10 @@
 #ifndef VULKAN_MACOS_H_
 #define VULKAN_MACOS_H_ 1
 
-#ifdef __cplusplus
-extern "C" {
-#endif
-
 /*
-** Copyright (c) 2015-2018 The Khronos Group Inc.
+** Copyright 2015-2023 The Khronos Group Inc.
 **
-** Licensed under the Apache License, Version 2.0 (the "License");
-** you may not use this file except in compliance with the License.
-** You may obtain a copy of the License at
-**
-**     http://www.apache.org/licenses/LICENSE-2.0
-**
-** Unless required by applicable law or agreed to in writing, software
-** distributed under the License is distributed on an "AS IS" BASIS,
-** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-** See the License for the specific language governing permissions and
-** limitations under the License.
+** SPDX-License-Identifier: Apache-2.0
 */
 
 /*
@@ -27,12 +13,16 @@ extern "C" {
 */
 
 
+#ifdef __cplusplus
+extern "C" {
+#endif
+
+
+
 #define VK_MVK_macos_surface 1
-#define VK_MVK_MACOS_SURFACE_SPEC_VERSION 2
+#define VK_MVK_MACOS_SURFACE_SPEC_VERSION 3
 #define VK_MVK_MACOS_SURFACE_EXTENSION_NAME "VK_MVK_macos_surface"
-
 typedef VkFlags VkMacOSSurfaceCreateFlagsMVK;
-
 typedef struct VkMacOSSurfaceCreateInfoMVK {
     VkStructureType                 sType;
     const void*                     pNext;
@@ -40,7 +30,6 @@ typedef struct VkMacOSSurfaceCreateInfoMVK {
     const void*                     pView;
 } VkMacOSSurfaceCreateInfoMVK;
 
-
 typedef VkResult (VKAPI_PTR *PFN_vkCreateMacOSSurfaceMVK)(VkInstance instance, const VkMacOSSurfaceCreateInfoMVK* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkSurfaceKHR* pSurface);
 
 #ifndef VK_NO_PROTOTYPES

3rdparty/include/vulkan/vulkan_metal.h

@@ -0,0 +1,193 @@
+#ifndef VULKAN_METAL_H_
+#define VULKAN_METAL_H_ 1
+
+/*
+** Copyright 2015-2023 The Khronos Group Inc.
+**
+** SPDX-License-Identifier: Apache-2.0
+*/
+
+/*
+** This header is generated from the Khronos Vulkan XML API Registry.
+**
+*/
+
+
+#ifdef __cplusplus
+extern "C" {
+#endif
+
+
+
+#define VK_EXT_metal_surface 1
+#ifdef __OBJC__
+@class CAMetalLayer;
+#else
+typedef void CAMetalLayer;
+#endif
+
+#define VK_EXT_METAL_SURFACE_SPEC_VERSION 1
+#define VK_EXT_METAL_SURFACE_EXTENSION_NAME "VK_EXT_metal_surface"
+typedef VkFlags VkMetalSurfaceCreateFlagsEXT;
+typedef struct VkMetalSurfaceCreateInfoEXT {
+    VkStructureType                 sType;
+    const void*                     pNext;
+    VkMetalSurfaceCreateFlagsEXT    flags;
+    const CAMetalLayer*             pLayer;
+} VkMetalSurfaceCreateInfoEXT;
+
+typedef VkResult (VKAPI_PTR *PFN_vkCreateMetalSurfaceEXT)(VkInstance instance, const VkMetalSurfaceCreateInfoEXT* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkSurfaceKHR* pSurface);
+
+#ifndef VK_NO_PROTOTYPES
+VKAPI_ATTR VkResult VKAPI_CALL vkCreateMetalSurfaceEXT(
+    VkInstance                                  instance,
+    const VkMetalSurfaceCreateInfoEXT*          pCreateInfo,
+    const VkAllocationCallbacks*                pAllocator,
+    VkSurfaceKHR*                               pSurface);
+#endif
+
+
+#define VK_EXT_metal_objects 1
+#ifdef __OBJC__
+@protocol MTLDevice;
+typedef id<MTLDevice> MTLDevice_id;
+#else
+typedef void* MTLDevice_id;
+#endif
+
+#ifdef __OBJC__
+@protocol MTLCommandQueue;
+typedef id<MTLCommandQueue> MTLCommandQueue_id;
+#else
+typedef void* MTLCommandQueue_id;
+#endif
+
+#ifdef __OBJC__
+@protocol MTLBuffer;
+typedef id<MTLBuffer> MTLBuffer_id;
+#else
+typedef void* MTLBuffer_id;
+#endif
+
+#ifdef __OBJC__
+@protocol MTLTexture;
+typedef id<MTLTexture> MTLTexture_id;
+#else
+typedef void* MTLTexture_id;
+#endif
+
+typedef struct __IOSurface* IOSurfaceRef;
+#ifdef __OBJC__
+@protocol MTLSharedEvent;
+typedef id<MTLSharedEvent> MTLSharedEvent_id;
+#else
+typedef void* MTLSharedEvent_id;
+#endif
+
+#define VK_EXT_METAL_OBJECTS_SPEC_VERSION 1
+#define VK_EXT_METAL_OBJECTS_EXTENSION_NAME "VK_EXT_metal_objects"
+
+typedef enum VkExportMetalObjectTypeFlagBitsEXT {
+    VK_EXPORT_METAL_OBJECT_TYPE_METAL_DEVICE_BIT_EXT = 0x00000001,
+    VK_EXPORT_METAL_OBJECT_TYPE_METAL_COMMAND_QUEUE_BIT_EXT = 0x00000002,
+    VK_EXPORT_METAL_OBJECT_TYPE_METAL_BUFFER_BIT_EXT = 0x00000004,
+    VK_EXPORT_METAL_OBJECT_TYPE_METAL_TEXTURE_BIT_EXT = 0x00000008,
+    VK_EXPORT_METAL_OBJECT_TYPE_METAL_IOSURFACE_BIT_EXT = 0x00000010,
+    VK_EXPORT_METAL_OBJECT_TYPE_METAL_SHARED_EVENT_BIT_EXT = 0x00000020,
+    VK_EXPORT_METAL_OBJECT_TYPE_FLAG_BITS_MAX_ENUM_EXT = 0x7FFFFFFF
+} VkExportMetalObjectTypeFlagBitsEXT;
+typedef VkFlags VkExportMetalObjectTypeFlagsEXT;
+typedef struct VkExportMetalObjectCreateInfoEXT {
+    VkStructureType                       sType;
+    const void*                           pNext;
+    VkExportMetalObjectTypeFlagBitsEXT    exportObjectType;
+} VkExportMetalObjectCreateInfoEXT;
+
+typedef struct VkExportMetalObjectsInfoEXT {
+    VkStructureType    sType;
+    const void*        pNext;
+} VkExportMetalObjectsInfoEXT;
+
+typedef struct VkExportMetalDeviceInfoEXT {
+    VkStructureType    sType;
+    const void*        pNext;
+    MTLDevice_id       mtlDevice;
+} VkExportMetalDeviceInfoEXT;
+
+typedef struct VkExportMetalCommandQueueInfoEXT {
+    VkStructureType       sType;
+    const void*           pNext;
+    VkQueue               queue;
+    MTLCommandQueue_id    mtlCommandQueue;
+} VkExportMetalCommandQueueInfoEXT;
+
+typedef struct VkExportMetalBufferInfoEXT {
+    VkStructureType    sType;
+    const void*        pNext;
+    VkDeviceMemory     memory;
+    MTLBuffer_id       mtlBuffer;
+} VkExportMetalBufferInfoEXT;
+
+typedef struct VkImportMetalBufferInfoEXT {
+    VkStructureType    sType;
+    const void*        pNext;
+    MTLBuffer_id       mtlBuffer;
+} VkImportMetalBufferInfoEXT;
+
+typedef struct VkExportMetalTextureInfoEXT {
+    VkStructureType          sType;
+    const void*              pNext;
+    VkImage                  image;
+    VkImageView              imageView;
+    VkBufferView             bufferView;
+    VkImageAspectFlagBits    plane;
+    MTLTexture_id            mtlTexture;
+} VkExportMetalTextureInfoEXT;
+
+typedef struct VkImportMetalTextureInfoEXT {
+    VkStructureType          sType;
+    const void*              pNext;
+    VkImageAspectFlagBits    plane;
+    MTLTexture_id            mtlTexture;
+} VkImportMetalTextureInfoEXT;
+
+typedef struct VkExportMetalIOSurfaceInfoEXT {
+    VkStructureType    sType;
+    const void*        pNext;
+    VkImage            image;
+    IOSurfaceRef       ioSurface;
+} VkExportMetalIOSurfaceInfoEXT;
+
+typedef struct VkImportMetalIOSurfaceInfoEXT {
+    VkStructureType    sType;
+    const void*        pNext;
+    IOSurfaceRef       ioSurface;
+} VkImportMetalIOSurfaceInfoEXT;
+
+typedef struct VkExportMetalSharedEventInfoEXT {
+    VkStructureType      sType;
+    const void*          pNext;
+    VkSemaphore          semaphore;
+    VkEvent              event;
+    MTLSharedEvent_id    mtlSharedEvent;
+} VkExportMetalSharedEventInfoEXT;
+
+typedef struct VkImportMetalSharedEventInfoEXT {
+    VkStructureType      sType;
+    const void*          pNext;
+    MTLSharedEvent_id    mtlSharedEvent;
+} VkImportMetalSharedEventInfoEXT;
+
+typedef void (VKAPI_PTR *PFN_vkExportMetalObjectsEXT)(VkDevice device, VkExportMetalObjectsInfoEXT* pMetalObjectsInfo);
+
+#ifndef VK_NO_PROTOTYPES
+VKAPI_ATTR void VKAPI_CALL vkExportMetalObjectsEXT(
+    VkDevice                                    device,
+    VkExportMetalObjectsInfoEXT*                pMetalObjectsInfo);
+#endif
+
+#ifdef __cplusplus
+}
+#endif
+
+#endif

3rdparty/include/vulkan/vulkan_mir.h

@@ -1,65 +0,0 @@
-#ifndef VULKAN_MIR_H_
-#define VULKAN_MIR_H_ 1
-
-#ifdef __cplusplus
-extern "C" {
-#endif
-
-/*
-** Copyright (c) 2015-2018 The Khronos Group Inc.
-**
-** Licensed under the Apache License, Version 2.0 (the "License");
-** you may not use this file except in compliance with the License.
-** You may obtain a copy of the License at
-**
-**     http://www.apache.org/licenses/LICENSE-2.0
-**
-** Unless required by applicable law or agreed to in writing, software
-** distributed under the License is distributed on an "AS IS" BASIS,
-** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-** See the License for the specific language governing permissions and
-** limitations under the License.
-*/
-
-/*
-** This header is generated from the Khronos Vulkan XML API Registry.
-**
-*/
-
-
-#define VK_KHR_mir_surface 1
-#define VK_KHR_MIR_SURFACE_SPEC_VERSION   4
-#define VK_KHR_MIR_SURFACE_EXTENSION_NAME "VK_KHR_mir_surface"
-
-typedef VkFlags VkMirSurfaceCreateFlagsKHR;
-
-typedef struct VkMirSurfaceCreateInfoKHR {
-    VkStructureType               sType;
-    const void*                   pNext;
-    VkMirSurfaceCreateFlagsKHR    flags;
-    MirConnection*                connection;
-    MirSurface*                   mirSurface;
-} VkMirSurfaceCreateInfoKHR;
-
-
-typedef VkResult (VKAPI_PTR *PFN_vkCreateMirSurfaceKHR)(VkInstance instance, const VkMirSurfaceCreateInfoKHR* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkSurfaceKHR* pSurface);
-typedef VkBool32 (VKAPI_PTR *PFN_vkGetPhysicalDeviceMirPresentationSupportKHR)(VkPhysicalDevice physicalDevice, uint32_t queueFamilyIndex, MirConnection* connection);
-
-#ifndef VK_NO_PROTOTYPES
-VKAPI_ATTR VkResult VKAPI_CALL vkCreateMirSurfaceKHR(
-    VkInstance                                  instance,
-    const VkMirSurfaceCreateInfoKHR*            pCreateInfo,
-    const VkAllocationCallbacks*                pAllocator,
-    VkSurfaceKHR*                               pSurface);
-
-VKAPI_ATTR VkBool32 VKAPI_CALL vkGetPhysicalDeviceMirPresentationSupportKHR(
-    VkPhysicalDevice                            physicalDevice,
-    uint32_t                                    queueFamilyIndex,
-    MirConnection*                              connection);
-#endif
-
-#ifdef __cplusplus
-}
-#endif
-
-#endif

3rdparty/include/vulkan/vulkan_screen.h

@@ -0,0 +1,54 @@
+#ifndef VULKAN_SCREEN_H_
+#define VULKAN_SCREEN_H_ 1
+
+/*
+** Copyright 2015-2023 The Khronos Group Inc.
+**
+** SPDX-License-Identifier: Apache-2.0
+*/
+
+/*
+** This header is generated from the Khronos Vulkan XML API Registry.
+**
+*/
+
+
+#ifdef __cplusplus
+extern "C" {
+#endif
+
+
+
+#define VK_QNX_screen_surface 1
+#define VK_QNX_SCREEN_SURFACE_SPEC_VERSION 1
+#define VK_QNX_SCREEN_SURFACE_EXTENSION_NAME "VK_QNX_screen_surface"
+typedef VkFlags VkScreenSurfaceCreateFlagsQNX;
+typedef struct VkScreenSurfaceCreateInfoQNX {
+    VkStructureType                  sType;
+    const void*                      pNext;
+    VkScreenSurfaceCreateFlagsQNX    flags;
+    struct _screen_context*          context;
+    struct _screen_window*           window;
+} VkScreenSurfaceCreateInfoQNX;
+
+typedef VkResult (VKAPI_PTR *PFN_vkCreateScreenSurfaceQNX)(VkInstance instance, const VkScreenSurfaceCreateInfoQNX* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkSurfaceKHR* pSurface);
+typedef VkBool32 (VKAPI_PTR *PFN_vkGetPhysicalDeviceScreenPresentationSupportQNX)(VkPhysicalDevice physicalDevice, uint32_t queueFamilyIndex, struct _screen_window* window);
+
+#ifndef VK_NO_PROTOTYPES
+VKAPI_ATTR VkResult VKAPI_CALL vkCreateScreenSurfaceQNX(
+    VkInstance                                  instance,
+    const VkScreenSurfaceCreateInfoQNX*         pCreateInfo,
+    const VkAllocationCallbacks*                pAllocator,
+    VkSurfaceKHR*                               pSurface);
+
+VKAPI_ATTR VkBool32 VKAPI_CALL vkGetPhysicalDeviceScreenPresentationSupportQNX(
+    VkPhysicalDevice                            physicalDevice,
+    uint32_t                                    queueFamilyIndex,
+    struct _screen_window*                      window);
+#endif
+
+#ifdef __cplusplus
+}
+#endif
+
+#endif

3rdparty/include/vulkan/vulkan_vi.h

@@ -1,24 +1,10 @@
 #ifndef VULKAN_VI_H_
 #define VULKAN_VI_H_ 1
 
-#ifdef __cplusplus
-extern "C" {
-#endif
-
 /*
-** Copyright (c) 2015-2018 The Khronos Group Inc.
+** Copyright 2015-2023 The Khronos Group Inc.
 **
-** Licensed under the Apache License, Version 2.0 (the "License");
-** you may not use this file except in compliance with the License.
-** You may obtain a copy of the License at
-**
-**     http://www.apache.org/licenses/LICENSE-2.0
-**
-** Unless required by applicable law or agreed to in writing, software
-** distributed under the License is distributed on an "AS IS" BASIS,
-** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-** See the License for the specific language governing permissions and
-** limitations under the License.
+** SPDX-License-Identifier: Apache-2.0
 */
 
 /*
@@ -27,12 +13,16 @@ extern "C" {
 */
 
 
+#ifdef __cplusplus
+extern "C" {
+#endif
+
+
+
 #define VK_NN_vi_surface 1
 #define VK_NN_VI_SURFACE_SPEC_VERSION     1
 #define VK_NN_VI_SURFACE_EXTENSION_NAME   "VK_NN_vi_surface"
-
 typedef VkFlags VkViSurfaceCreateFlagsNN;
-
 typedef struct VkViSurfaceCreateInfoNN {
     VkStructureType             sType;
     const void*                 pNext;
@@ -40,7 +30,6 @@ typedef struct VkViSurfaceCreateInfoNN {
     void*                       window;
 } VkViSurfaceCreateInfoNN;
 
-
 typedef VkResult (VKAPI_PTR *PFN_vkCreateViSurfaceNN)(VkInstance instance, const VkViSurfaceCreateInfoNN* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkSurfaceKHR* pSurface);
 
 #ifndef VK_NO_PROTOTYPES

3rdparty/include/vulkan/vulkan_wayland.h

@@ -1,24 +1,10 @@
 #ifndef VULKAN_WAYLAND_H_
 #define VULKAN_WAYLAND_H_ 1
 
-#ifdef __cplusplus
-extern "C" {
-#endif
-
 /*
-** Copyright (c) 2015-2018 The Khronos Group Inc.
+** Copyright 2015-2023 The Khronos Group Inc.
 **
-** Licensed under the Apache License, Version 2.0 (the "License");
-** you may not use this file except in compliance with the License.
-** You may obtain a copy of the License at
-**
-**     http://www.apache.org/licenses/LICENSE-2.0
-**
-** Unless required by applicable law or agreed to in writing, software
-** distributed under the License is distributed on an "AS IS" BASIS,
-** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-** See the License for the specific language governing permissions and
-** limitations under the License.
+** SPDX-License-Identifier: Apache-2.0
 */
 
 /*
@@ -27,12 +13,16 @@ extern "C" {
 */
 
 
+#ifdef __cplusplus
+extern "C" {
+#endif
+
+
+
 #define VK_KHR_wayland_surface 1
 #define VK_KHR_WAYLAND_SURFACE_SPEC_VERSION 6
 #define VK_KHR_WAYLAND_SURFACE_EXTENSION_NAME "VK_KHR_wayland_surface"
-
 typedef VkFlags VkWaylandSurfaceCreateFlagsKHR;
-
 typedef struct VkWaylandSurfaceCreateInfoKHR {
     VkStructureType                   sType;
     const void*                       pNext;
@@ -41,7 +31,6 @@ typedef struct VkWaylandSurfaceCreateInfoKHR {
     struct wl_surface*                surface;
 } VkWaylandSurfaceCreateInfoKHR;
 
-
 typedef VkResult (VKAPI_PTR *PFN_vkCreateWaylandSurfaceKHR)(VkInstance instance, const VkWaylandSurfaceCreateInfoKHR* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkSurfaceKHR* pSurface);
 typedef VkBool32 (VKAPI_PTR *PFN_vkGetPhysicalDeviceWaylandPresentationSupportKHR)(VkPhysicalDevice physicalDevice, uint32_t queueFamilyIndex, struct wl_display* display);
 

3rdparty/include/vulkan/vulkan_win32.h

@@ -1,24 +1,10 @@
 #ifndef VULKAN_WIN32_H_
 #define VULKAN_WIN32_H_ 1
 
-#ifdef __cplusplus
-extern "C" {
-#endif
-
 /*
-** Copyright (c) 2015-2018 The Khronos Group Inc.
+** Copyright 2015-2023 The Khronos Group Inc.
 **
-** Licensed under the Apache License, Version 2.0 (the "License");
-** you may not use this file except in compliance with the License.
-** You may obtain a copy of the License at
-**
-**     http://www.apache.org/licenses/LICENSE-2.0
-**
-** Unless required by applicable law or agreed to in writing, software
-** distributed under the License is distributed on an "AS IS" BASIS,
-** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-** See the License for the specific language governing permissions and
-** limitations under the License.
+** SPDX-License-Identifier: Apache-2.0
 */
 
 /*
@@ -27,12 +13,16 @@ extern "C" {
 */
 
 
+#ifdef __cplusplus
+extern "C" {
+#endif
+
+
+
 #define VK_KHR_win32_surface 1
 #define VK_KHR_WIN32_SURFACE_SPEC_VERSION 6
 #define VK_KHR_WIN32_SURFACE_EXTENSION_NAME "VK_KHR_win32_surface"
-
 typedef VkFlags VkWin32SurfaceCreateFlagsKHR;
-
 typedef struct VkWin32SurfaceCreateInfoKHR {
     VkStructureType                 sType;
     const void*                     pNext;
@@ -41,7 +31,6 @@ typedef struct VkWin32SurfaceCreateInfoKHR {
     HWND                            hwnd;
 } VkWin32SurfaceCreateInfoKHR;
 
-
 typedef VkResult (VKAPI_PTR *PFN_vkCreateWin32SurfaceKHR)(VkInstance instance, const VkWin32SurfaceCreateInfoKHR* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkSurfaceKHR* pSurface);
 typedef VkBool32 (VKAPI_PTR *PFN_vkGetPhysicalDeviceWin32PresentationSupportKHR)(VkPhysicalDevice physicalDevice, uint32_t queueFamilyIndex);
 
@@ -57,10 +46,10 @@ VKAPI_ATTR VkBool32 VKAPI_CALL vkGetPhysicalDeviceWin32PresentationSupportKHR(
     uint32_t                                    queueFamilyIndex);
 #endif
 
+
 #define VK_KHR_external_memory_win32 1
 #define VK_KHR_EXTERNAL_MEMORY_WIN32_SPEC_VERSION 1
 #define VK_KHR_EXTERNAL_MEMORY_WIN32_EXTENSION_NAME "VK_KHR_external_memory_win32"
-
 typedef struct VkImportMemoryWin32HandleInfoKHR {
     VkStructureType                       sType;
     const void*                           pNext;
@@ -90,7 +79,6 @@ typedef struct VkMemoryGetWin32HandleInfoKHR {
     VkExternalMemoryHandleTypeFlagBits    handleType;
 } VkMemoryGetWin32HandleInfoKHR;
 
-
 typedef VkResult (VKAPI_PTR *PFN_vkGetMemoryWin32HandleKHR)(VkDevice device, const VkMemoryGetWin32HandleInfoKHR* pGetWin32HandleInfo, HANDLE* pHandle);
 typedef VkResult (VKAPI_PTR *PFN_vkGetMemoryWin32HandlePropertiesKHR)(VkDevice device, VkExternalMemoryHandleTypeFlagBits handleType, HANDLE handle, VkMemoryWin32HandlePropertiesKHR* pMemoryWin32HandleProperties);
 
@@ -107,10 +95,10 @@ VKAPI_ATTR VkResult VKAPI_CALL vkGetMemoryWin32HandlePropertiesKHR(
     VkMemoryWin32HandlePropertiesKHR*           pMemoryWin32HandleProperties);
 #endif
 
+
 #define VK_KHR_win32_keyed_mutex 1
 #define VK_KHR_WIN32_KEYED_MUTEX_SPEC_VERSION 1
 #define VK_KHR_WIN32_KEYED_MUTEX_EXTENSION_NAME "VK_KHR_win32_keyed_mutex"
-
 typedef struct VkWin32KeyedMutexAcquireReleaseInfoKHR {
     VkStructureType          sType;
     const void*              pNext;
@@ -128,7 +116,6 @@ typedef struct VkWin32KeyedMutexAcquireReleaseInfoKHR {
 #define VK_KHR_external_semaphore_win32 1
 #define VK_KHR_EXTERNAL_SEMAPHORE_WIN32_SPEC_VERSION 1
 #define VK_KHR_EXTERNAL_SEMAPHORE_WIN32_EXTENSION_NAME "VK_KHR_external_semaphore_win32"
-
 typedef struct VkImportSemaphoreWin32HandleInfoKHR {
     VkStructureType                          sType;
     const void*                              pNext;
@@ -163,7 +150,6 @@ typedef struct VkSemaphoreGetWin32HandleInfoKHR {
     VkExternalSemaphoreHandleTypeFlagBits    handleType;
 } VkSemaphoreGetWin32HandleInfoKHR;
 
-
 typedef VkResult (VKAPI_PTR *PFN_vkImportSemaphoreWin32HandleKHR)(VkDevice device, const VkImportSemaphoreWin32HandleInfoKHR* pImportSemaphoreWin32HandleInfo);
 typedef VkResult (VKAPI_PTR *PFN_vkGetSemaphoreWin32HandleKHR)(VkDevice device, const VkSemaphoreGetWin32HandleInfoKHR* pGetWin32HandleInfo, HANDLE* pHandle);
 
@@ -178,10 +164,10 @@ VKAPI_ATTR VkResult VKAPI_CALL vkGetSemaphoreWin32HandleKHR(
     HANDLE*                                     pHandle);
 #endif
 
+
 #define VK_KHR_external_fence_win32 1
 #define VK_KHR_EXTERNAL_FENCE_WIN32_SPEC_VERSION 1
 #define VK_KHR_EXTERNAL_FENCE_WIN32_EXTENSION_NAME "VK_KHR_external_fence_win32"
-
 typedef struct VkImportFenceWin32HandleInfoKHR {
     VkStructureType                      sType;
     const void*                          pNext;
@@ -207,7 +193,6 @@ typedef struct VkFenceGetWin32HandleInfoKHR {
     VkExternalFenceHandleTypeFlagBits    handleType;
 } VkFenceGetWin32HandleInfoKHR;
 
-
 typedef VkResult (VKAPI_PTR *PFN_vkImportFenceWin32HandleKHR)(VkDevice device, const VkImportFenceWin32HandleInfoKHR* pImportFenceWin32HandleInfo);
 typedef VkResult (VKAPI_PTR *PFN_vkGetFenceWin32HandleKHR)(VkDevice device, const VkFenceGetWin32HandleInfoKHR* pGetWin32HandleInfo, HANDLE* pHandle);
 
@@ -222,10 +207,10 @@ VKAPI_ATTR VkResult VKAPI_CALL vkGetFenceWin32HandleKHR(
     HANDLE*                                     pHandle);
 #endif
 
+
 #define VK_NV_external_memory_win32 1
 #define VK_NV_EXTERNAL_MEMORY_WIN32_SPEC_VERSION 1
 #define VK_NV_EXTERNAL_MEMORY_WIN32_EXTENSION_NAME "VK_NV_external_memory_win32"
-
 typedef struct VkImportMemoryWin32HandleInfoNV {
     VkStructureType                      sType;
     const void*                          pNext;
@@ -240,7 +225,6 @@ typedef struct VkExportMemoryWin32HandleInfoNV {
     DWORD                         dwAccess;
 } VkExportMemoryWin32HandleInfoNV;
 
-
 typedef VkResult (VKAPI_PTR *PFN_vkGetMemoryWin32HandleNV)(VkDevice device, VkDeviceMemory memory, VkExternalMemoryHandleTypeFlagsNV handleType, HANDLE* pHandle);
 
 #ifndef VK_NO_PROTOTYPES
@@ -251,10 +235,10 @@ VKAPI_ATTR VkResult VKAPI_CALL vkGetMemoryWin32HandleNV(
     HANDLE*                                     pHandle);
 #endif
 
+
 #define VK_NV_win32_keyed_mutex 1
-#define VK_NV_WIN32_KEYED_MUTEX_SPEC_VERSION 1
+#define VK_NV_WIN32_KEYED_MUTEX_SPEC_VERSION 2
 #define VK_NV_WIN32_KEYED_MUTEX_EXTENSION_NAME "VK_NV_win32_keyed_mutex"
-
 typedef struct VkWin32KeyedMutexAcquireReleaseInfoNV {
     VkStructureType          sType;
     const void*              pNext;
@@ -269,6 +253,79 @@ typedef struct VkWin32KeyedMutexAcquireReleaseInfoNV {
 
 
 
+#define VK_EXT_full_screen_exclusive 1
+#define VK_EXT_FULL_SCREEN_EXCLUSIVE_SPEC_VERSION 4
+#define VK_EXT_FULL_SCREEN_EXCLUSIVE_EXTENSION_NAME "VK_EXT_full_screen_exclusive"
+
+typedef enum VkFullScreenExclusiveEXT {
+    VK_FULL_SCREEN_EXCLUSIVE_DEFAULT_EXT = 0,
+    VK_FULL_SCREEN_EXCLUSIVE_ALLOWED_EXT = 1,
+    VK_FULL_SCREEN_EXCLUSIVE_DISALLOWED_EXT = 2,
+    VK_FULL_SCREEN_EXCLUSIVE_APPLICATION_CONTROLLED_EXT = 3,
+    VK_FULL_SCREEN_EXCLUSIVE_MAX_ENUM_EXT = 0x7FFFFFFF
+} VkFullScreenExclusiveEXT;
+typedef struct VkSurfaceFullScreenExclusiveInfoEXT {
+    VkStructureType             sType;
+    void*                       pNext;
+    VkFullScreenExclusiveEXT    fullScreenExclusive;
+} VkSurfaceFullScreenExclusiveInfoEXT;
+
+typedef struct VkSurfaceCapabilitiesFullScreenExclusiveEXT {
+    VkStructureType    sType;
+    void*              pNext;
+    VkBool32           fullScreenExclusiveSupported;
+} VkSurfaceCapabilitiesFullScreenExclusiveEXT;
+
+typedef struct VkSurfaceFullScreenExclusiveWin32InfoEXT {
+    VkStructureType    sType;
+    const void*        pNext;
+    HMONITOR           hmonitor;
+} VkSurfaceFullScreenExclusiveWin32InfoEXT;
+
+typedef VkResult (VKAPI_PTR *PFN_vkGetPhysicalDeviceSurfacePresentModes2EXT)(VkPhysicalDevice physicalDevice, const VkPhysicalDeviceSurfaceInfo2KHR* pSurfaceInfo, uint32_t* pPresentModeCount, VkPresentModeKHR* pPresentModes);
+typedef VkResult (VKAPI_PTR *PFN_vkAcquireFullScreenExclusiveModeEXT)(VkDevice device, VkSwapchainKHR swapchain);
+typedef VkResult (VKAPI_PTR *PFN_vkReleaseFullScreenExclusiveModeEXT)(VkDevice device, VkSwapchainKHR swapchain);
+typedef VkResult (VKAPI_PTR *PFN_vkGetDeviceGroupSurfacePresentModes2EXT)(VkDevice device, const VkPhysicalDeviceSurfaceInfo2KHR* pSurfaceInfo, VkDeviceGroupPresentModeFlagsKHR* pModes);
+
+#ifndef VK_NO_PROTOTYPES
+VKAPI_ATTR VkResult VKAPI_CALL vkGetPhysicalDeviceSurfacePresentModes2EXT(
+    VkPhysicalDevice                            physicalDevice,
+    const VkPhysicalDeviceSurfaceInfo2KHR*      pSurfaceInfo,
+    uint32_t*                                   pPresentModeCount,
+    VkPresentModeKHR*                           pPresentModes);
+
+VKAPI_ATTR VkResult VKAPI_CALL vkAcquireFullScreenExclusiveModeEXT(
+    VkDevice                                    device,
+    VkSwapchainKHR                              swapchain);
+
+VKAPI_ATTR VkResult VKAPI_CALL vkReleaseFullScreenExclusiveModeEXT(
+    VkDevice                                    device,
+    VkSwapchainKHR                              swapchain);
+
+VKAPI_ATTR VkResult VKAPI_CALL vkGetDeviceGroupSurfacePresentModes2EXT(
+    VkDevice                                    device,
+    const VkPhysicalDeviceSurfaceInfo2KHR*      pSurfaceInfo,
+    VkDeviceGroupPresentModeFlagsKHR*           pModes);
+#endif
+
+
+#define VK_NV_acquire_winrt_display 1
+#define VK_NV_ACQUIRE_WINRT_DISPLAY_SPEC_VERSION 1
+#define VK_NV_ACQUIRE_WINRT_DISPLAY_EXTENSION_NAME "VK_NV_acquire_winrt_display"
+typedef VkResult (VKAPI_PTR *PFN_vkAcquireWinrtDisplayNV)(VkPhysicalDevice physicalDevice, VkDisplayKHR display);
+typedef VkResult (VKAPI_PTR *PFN_vkGetWinrtDisplayNV)(VkPhysicalDevice physicalDevice, uint32_t deviceRelativeId, VkDisplayKHR* pDisplay);
+
+#ifndef VK_NO_PROTOTYPES
+VKAPI_ATTR VkResult VKAPI_CALL vkAcquireWinrtDisplayNV(
+    VkPhysicalDevice                            physicalDevice,
+    VkDisplayKHR                                display);
+
+VKAPI_ATTR VkResult VKAPI_CALL vkGetWinrtDisplayNV(
+    VkPhysicalDevice                            physicalDevice,
+    uint32_t                                    deviceRelativeId,
+    VkDisplayKHR*                               pDisplay);
+#endif
+
 #ifdef __cplusplus
 }
 #endif

3rdparty/include/vulkan/vulkan_xcb.h

@@ -1,24 +1,10 @@
 #ifndef VULKAN_XCB_H_
 #define VULKAN_XCB_H_ 1
 
-#ifdef __cplusplus
-extern "C" {
-#endif
-
 /*
-** Copyright (c) 2015-2018 The Khronos Group Inc.
+** Copyright 2015-2023 The Khronos Group Inc.
 **
-** Licensed under the Apache License, Version 2.0 (the "License");
-** you may not use this file except in compliance with the License.
-** You may obtain a copy of the License at
-**
-**     http://www.apache.org/licenses/LICENSE-2.0
-**
-** Unless required by applicable law or agreed to in writing, software
-** distributed under the License is distributed on an "AS IS" BASIS,
-** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-** See the License for the specific language governing permissions and
-** limitations under the License.
+** SPDX-License-Identifier: Apache-2.0
 */
 
 /*
@@ -27,12 +13,16 @@ extern "C" {
 */
 
 
+#ifdef __cplusplus
+extern "C" {
+#endif
+
+
+
 #define VK_KHR_xcb_surface 1
 #define VK_KHR_XCB_SURFACE_SPEC_VERSION   6
 #define VK_KHR_XCB_SURFACE_EXTENSION_NAME "VK_KHR_xcb_surface"
-
 typedef VkFlags VkXcbSurfaceCreateFlagsKHR;
-
 typedef struct VkXcbSurfaceCreateInfoKHR {
     VkStructureType               sType;
     const void*                   pNext;
@@ -41,7 +31,6 @@ typedef struct VkXcbSurfaceCreateInfoKHR {
     xcb_window_t                  window;
 } VkXcbSurfaceCreateInfoKHR;
 
-
 typedef VkResult (VKAPI_PTR *PFN_vkCreateXcbSurfaceKHR)(VkInstance instance, const VkXcbSurfaceCreateInfoKHR* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkSurfaceKHR* pSurface);
 typedef VkBool32 (VKAPI_PTR *PFN_vkGetPhysicalDeviceXcbPresentationSupportKHR)(VkPhysicalDevice physicalDevice, uint32_t queueFamilyIndex, xcb_connection_t* connection, xcb_visualid_t visual_id);
 

3rdparty/include/vulkan/vulkan_xlib.h

@@ -1,24 +1,10 @@
 #ifndef VULKAN_XLIB_H_
 #define VULKAN_XLIB_H_ 1
 
-#ifdef __cplusplus
-extern "C" {
-#endif
-
 /*
-** Copyright (c) 2015-2018 The Khronos Group Inc.
+** Copyright 2015-2023 The Khronos Group Inc.
 **
-** Licensed under the Apache License, Version 2.0 (the "License");
-** you may not use this file except in compliance with the License.
-** You may obtain a copy of the License at
-**
-**     http://www.apache.org/licenses/LICENSE-2.0
-**
-** Unless required by applicable law or agreed to in writing, software
-** distributed under the License is distributed on an "AS IS" BASIS,
-** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-** See the License for the specific language governing permissions and
-** limitations under the License.
+** SPDX-License-Identifier: Apache-2.0
 */
 
 /*
@@ -27,12 +13,16 @@ extern "C" {
 */
 
 
+#ifdef __cplusplus
+extern "C" {
+#endif
+
+
+
 #define VK_KHR_xlib_surface 1
 #define VK_KHR_XLIB_SURFACE_SPEC_VERSION  6
 #define VK_KHR_XLIB_SURFACE_EXTENSION_NAME "VK_KHR_xlib_surface"
-
 typedef VkFlags VkXlibSurfaceCreateFlagsKHR;
-
 typedef struct VkXlibSurfaceCreateInfoKHR {
     VkStructureType                sType;
     const void*                    pNext;
@@ -41,7 +31,6 @@ typedef struct VkXlibSurfaceCreateInfoKHR {
     Window                         window;
 } VkXlibSurfaceCreateInfoKHR;
 
-
 typedef VkResult (VKAPI_PTR *PFN_vkCreateXlibSurfaceKHR)(VkInstance instance, const VkXlibSurfaceCreateInfoKHR* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkSurfaceKHR* pSurface);
 typedef VkBool32 (VKAPI_PTR *PFN_vkGetPhysicalDeviceXlibPresentationSupportKHR)(VkPhysicalDevice physicalDevice, uint32_t queueFamilyIndex, Display* dpy, VisualID visualID);
 

3rdparty/include/vulkan/vulkan_xlib_xrandr.h

@@ -1,24 +1,10 @@
 #ifndef VULKAN_XLIB_XRANDR_H_
 #define VULKAN_XLIB_XRANDR_H_ 1
 
-#ifdef __cplusplus
-extern "C" {
-#endif
-
 /*
-** Copyright (c) 2015-2018 The Khronos Group Inc.
+** Copyright 2015-2023 The Khronos Group Inc.
 **
-** Licensed under the Apache License, Version 2.0 (the "License");
-** you may not use this file except in compliance with the License.
-** You may obtain a copy of the License at
-**
-**     http://www.apache.org/licenses/LICENSE-2.0
-**
-** Unless required by applicable law or agreed to in writing, software
-** distributed under the License is distributed on an "AS IS" BASIS,
-** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-** See the License for the specific language governing permissions and
-** limitations under the License.
+** SPDX-License-Identifier: Apache-2.0
 */
 
 /*
@@ -27,10 +13,15 @@ extern "C" {
 */
 
 
+#ifdef __cplusplus
+extern "C" {
+#endif
+
+
+
 #define VK_EXT_acquire_xlib_display 1
 #define VK_EXT_ACQUIRE_XLIB_DISPLAY_SPEC_VERSION 1
 #define VK_EXT_ACQUIRE_XLIB_DISPLAY_EXTENSION_NAME "VK_EXT_acquire_xlib_display"
-
 typedef VkResult (VKAPI_PTR *PFN_vkAcquireXlibDisplayEXT)(VkPhysicalDevice physicalDevice, Display* dpy, VkDisplayKHR display);
 typedef VkResult (VKAPI_PTR *PFN_vkGetRandROutputDisplayEXT)(VkPhysicalDevice physicalDevice, Display* dpy, RROutput rrOutput, VkDisplayKHR* pDisplay);
 

cmake/OpenCVDetectVulkan.cmake

@@ -1,5 +1,5 @@
 set(VULKAN_INCLUDE_DIRS "${OpenCV_SOURCE_DIR}/3rdparty/include" CACHE PATH "Vulkan include directory")
-set(VULKAN_LIBRARIES "")
+set(VULKAN_LIBRARIES "" CACHE PATH "Path to Vulkan Libraries.")
 
 try_compile(VALID_VULKAN
       "${OpenCV_BINARY_DIR}"

modules/dnn/include/opencv2/dnn/dnn.hpp

@@ -330,7 +330,7 @@ CV__DNN_INLINE_NS_BEGIN
 
         virtual Ptr<BackendNode> initNgraph(const std::vector<Ptr<BackendWrapper> > &inputs, const std::vector<Ptr<BackendNode> >& nodes);
 
-        virtual Ptr<BackendNode> initVkCom(const std::vector<Ptr<BackendWrapper> > &inputs);
+        virtual Ptr<BackendNode> initVkCom(const std::vector<Ptr<BackendWrapper> > &inputs, std::vector<Ptr<BackendWrapper> > &outputs);
 
         virtual Ptr<BackendNode> initWebnn(const std::vector<Ptr<BackendWrapper> > &inputs, const std::vector<Ptr<BackendNode> >& nodes);
 

modules/dnn/src/dnn_common.hpp

@@ -14,6 +14,7 @@ namespace cv { namespace dnn {
 CV__DNN_INLINE_NS_BEGIN
 #define IS_DNN_OPENCL_TARGET(id) (id == DNN_TARGET_OPENCL || id == DNN_TARGET_OPENCL_FP16)
 #define IS_DNN_CPU_TARGET(id) (id == DNN_TARGET_CPU || id == DNN_TARGET_CPU_FP16)
+#define IS_DNN_VULKAN_TARGET(id) (id == DNN_TARGET_VULKAN)
 Mutex& getInitializationMutex();
 void initializeLayerFactory();
 

modules/dnn/src/int8layers/convolution_layer.cpp

@@ -87,11 +87,11 @@ public:
         CV_Assert(inputs[0].dims == outputs[0].dims);
         if (weightShape.dims() == 3)
         {
-            kernel_size.assign(1, kernel_size[0]);
-            strides.assign(1, strides[0]);
-            dilations.assign(1, dilations[0]);
-            pads_begin.assign(1, pads_begin[0]);
-            pads_end.assign(1, pads_end[0]);
+            kernel_size.resize(1, kernel_size[0]);
+            strides.resize(1, strides[0]);
+            dilations.resize(1, dilations[0]);
+            pads_begin.resize(1, pads_begin[0]);
+            pads_end.resize(1, pads_end[0]);
         }
         CV_Assert(weightShape.dims() == kernel_size.size() + 2);
         for (int i = 0; i < kernel_size.size(); i++) {

modules/dnn/src/int8layers/pooling_layer.cpp

@@ -89,10 +89,10 @@ public:
         if (inputs[0].dims == 3)
         {
             // Pool1D
-            kernel_size.assign(1, kernel_size[0]);
-            strides.assign(1, strides[0]);
-            pads_begin.assign(1, pads_begin[0]);
-            pads_end.assign(1, pads_end[0]);
+            kernel_size.resize(1, kernel_size[0]);
+            strides.resize(1, strides[0]);
+            pads_begin.resize(1, pads_begin[0]);
+            pads_end.resize(1, pads_end[0]);
         }
     }
 

modules/dnn/src/layer.cpp

@@ -50,7 +50,8 @@ Ptr<BackendNode> Layer::initCUDA(
     return Ptr<BackendNode>();
 }
 
-Ptr<BackendNode> Layer::initVkCom(const std::vector<Ptr<BackendWrapper>>&)
+Ptr<BackendNode> Layer::initVkCom(const std::vector<Ptr<BackendWrapper> > &inputs,
+                                  std::vector<Ptr<BackendWrapper> > &outputs)
 {
     CV_Error(Error::StsNotImplemented, "VkCom pipeline of " + type + " layers is not defined.");
     return Ptr<BackendNode>();

modules/dnn/src/layers/concat_layer.cpp

@@ -141,7 +141,6 @@ public:
                backendId == DNN_BACKEND_CUDA ||
                (backendId == DNN_BACKEND_HALIDE && haveHalide() && axis == 1 && !padding) ||  // By channels
                (backendId == DNN_BACKEND_WEBNN && !padding) ||
-               (backendId == DNN_BACKEND_VKCOM && haveVulkan() && !padding) ||
                (backendId == DNN_BACKEND_CANN && !padding);
     }
 
@@ -332,17 +331,6 @@ public:
     }
 #endif
 
-    virtual Ptr<BackendNode> initVkCom(const std::vector<Ptr<BackendWrapper> > &input) CV_OVERRIDE
-    {
-#ifdef HAVE_VULKAN
-        vkcom::Tensor in = VkComTensor(input[0]);
-        int cAxis = normalize_axis(axis, in.dimNum());
-        std::shared_ptr<vkcom::OpBase> op(new vkcom::OpConcat(cAxis));
-        return Ptr<BackendNode>(new VkComBackendNode(input, op));
-#endif // HAVE_VULKAN
-        return Ptr<BackendNode>();
-    }
-
     virtual Ptr<BackendNode> initHalide(const std::vector<Ptr<BackendWrapper> > &input) CV_OVERRIDE
     {
 #ifdef HAVE_HALIDE

modules/dnn/src/layers/convolution_layer.cpp

@@ -134,11 +134,11 @@ public:
         CV_Assert(inputs[0].dims == outputs[0].dims);
         if (weightShape.dims() == 3)
         {
-            kernel_size.assign(1, kernel_size[0]);
-            strides.assign(1, strides[0]);
-            dilations.assign(1, dilations[0]);
-            pads_begin.assign(1, pads_begin[0]);
-            pads_end.assign(1, pads_end[0]);
+            kernel_size.resize(1, kernel_size[0]);
+            strides.resize(1, strides[0]);
+            dilations.resize(1, dilations[0]);
+            pads_begin.resize(1, pads_begin[0]);
+            pads_end.resize(1, pads_end[0]);
         }
         CV_Assert(weightShape.dims() == kernel_size.size() + 2);
         for (int i = 0; i < kernel_size.size(); i++) {
@@ -665,68 +665,50 @@ public:
         biasvec[outCn] = biasvec[outCn+1] = biasvec[outCn-1];
     }
 
-    virtual Ptr<BackendNode> initVkCom(const std::vector<Ptr<BackendWrapper> > &inputs) CV_OVERRIDE
+    virtual Ptr<BackendNode> initVkCom(const std::vector<Ptr<BackendWrapper> > &inputs, std::vector<Ptr<BackendWrapper> > &outputs) CV_OVERRIDE
     {
 #ifdef HAVE_VULKAN
-        CV_Assert(!blobs.empty());
-        int out_channel = blobs[0].size[0];
-        bool has_bias = hasBias() || fusedBias;
-        int filter_size[2] = {kernel.height, kernel.width};
-        int pad_size[2] = {pad.height, pad.width};
-        int stride_size[2] = {stride.height, stride.width};
-        int dilation_size[2] = {dilation.height, dilation.width};
-        int activation = 0;
-        vkcom::Tensor input_tensor = VkComTensor(inputs[0]);
-        int in_channel = input_tensor.dimSize(1);
-        int group = in_channel / blobs[0].size[1];
-
-        // TODO: support group > 1
-        if (group != 1)
-            return Ptr<BackendNode>();
+        int activationType = transFusedActivType(activ);
 
-        int padding_mode;
-        if (padMode.empty())
-        {
-            padding_mode = vkcom::kPaddingModeCaffe;
-        }
-        else if (padMode == "VALID")
-        {
-            padding_mode = vkcom::kPaddingModeValid;
-        }
-        else if (padMode == "SAME")
+        CV_Assert(inputs.size() == 1 && outputs.size() == 1);
+        Ptr<VkComBackendWrapper> inputWrap = inputs[0].dynamicCast<VkComBackendWrapper>();
+        Ptr<VkComBackendWrapper> outputWrap = outputs[0].dynamicCast<VkComBackendWrapper>();
+        CV_Assert(inputWrap && outputWrap);
+
+        MatShape inpShape = shape(*inputWrap->getMat());
+        MatShape outShape = shape(*outputWrap->getMat());
+
+        CV_Assert(inpShape.size() == 4 && inpShape.size() == outShape.size());
+
+        if (activationType == -1)
         {
-            padding_mode = vkcom::kPaddingModeSame;
+            CV_LOG_WARNING(NULL, "Unsupported fused Active type in Conv layer!!!");
+            return Ptr<BackendNode>();
         }
-        else
-            CV_Error(Error::StsError, "Unsupported padding mode " + padMode);
-
-        std::shared_ptr<vkcom::OpBase> op(new vkcom::OpConv(out_channel, has_bias,
-                    filter_size, pad_size,
-                    stride_size, dilation_size,
-                    activation, group,
-                    padding_mode));
 
-        std::vector<Ptr<BackendWrapper> > blobsWrapper;
+        const int inpGroupCn = blobs[0].size[1];
+        int ngroups = inpShape[1] / inpGroupCn;
+        CV_Assert(outShape[1] % ngroups == 0);
+        if (ngroups != 1)
+            return Ptr<BackendNode>();
 
+        Mat weightVK;
         if (fusedWeights)
         {
-            Mat wm;
-            weightsMat.copyTo(wm); // to handle the case of isContinuous() == false
-            wm = wm.reshape(1, blobs[0].dims, blobs[0].size);
-            blobsWrapper.push_back(Ptr<BackendWrapper>(new VkComBackendWrapper(wm)));
+            weightsMat.copyTo(weightVK); // to handle the case of isContinuous() == false
+            weightVK = weightVK.reshape(1, blobs[0].dims, blobs[0].size);
         }
         else
-        {
-            blobsWrapper.push_back(Ptr<BackendWrapper>(new VkComBackendWrapper(blobs[0])));
-        }
+            weightVK = blobs[0];
 
-        if (has_bias)
-        {
-            Mat biasesMat({out_channel}, CV_32F, &biasvec[0]);
-            blobsWrapper.push_back(Ptr<BackendWrapper>(new VkComBackendWrapper(biasesMat)));
-        }
+        CV_Assert(weightVK.isContinuous());
+        CV_Assert(pads_begin.size() == 2);
+        CV_Assert(fusedAdd == false && "Vulkan Backend can not support the Conv_Add optimization.");
+        Ptr<vkcom::OpBase> op(new vkcom::OpConv(weightVK, biasvec, activationType, ngroups, outShape[1], inpShape[1],
+                                                            kernel.height, kernel.width, stride.height, stride.width,
+                                                            dilation.height, dilation.width, pads_begin[1], pads_begin[0]));
 
-        return Ptr<BackendNode>(new VkComBackendNode(inputs, op, blobsWrapper));
+        return Ptr<BackendNode>(new VkComBackendNode(inputs, op, outputs));
 #endif  // HAVE_VULKAN
         return Ptr<BackendNode>();
     }

modules/dnn/src/layers/elementwise_layers.cpp

@@ -216,13 +216,6 @@ public:
     }
 #endif
 
-    virtual Ptr<BackendNode> initVkCom(const std::vector<Ptr<BackendWrapper> >& inputs) CV_OVERRIDE
-    {
-#ifdef HAVE_VULKAN
-        return Ptr<BackendNode>(new VkComBackendNode(inputs, func.initVkCom()));
-#endif  // HAVE_VULKAN
-        return Ptr<BackendNode>();
-    }
 
     virtual bool tryFuse(Ptr<dnn::Layer>& top) CV_OVERRIDE
     {
@@ -359,7 +352,6 @@ struct ReLUFunctor : public BaseFunctor
         return backendId == DNN_BACKEND_OPENCV ||
                backendId == DNN_BACKEND_CUDA ||
                backendId == DNN_BACKEND_HALIDE ||
-               backendId == DNN_BACKEND_VKCOM ||
                backendId == DNN_BACKEND_CANN;
     }
 
@@ -514,14 +506,6 @@ struct ReLUFunctor : public BaseFunctor
     }
 #endif
 
-#ifdef HAVE_VULKAN
-    std::shared_ptr<vkcom::OpBase> initVkCom()
-    {
-        std::shared_ptr<vkcom::OpBase> op(new vkcom::OpReLU(slope));
-        return op;
-    }
-#endif  // HAVE_VULKAN
-
     bool tryQuantize(const std::vector<std::vector<float> > &scales,
                      const std::vector<std::vector<int> > &zeropoints, LayerParams& params)
     {
@@ -706,14 +690,6 @@ struct ReLU6Functor : public BaseFunctor
     }
 #endif
 
-#ifdef HAVE_VULKAN
-    std::shared_ptr<vkcom::OpBase> initVkCom()
-    {
-        // TODO: add vkcom implementation
-        return std::shared_ptr<vkcom::OpBase>();
-    }
-#endif  // HAVE_VULKAN
-
     bool tryQuantize(const std::vector<std::vector<float> > &scales,
                      const std::vector<std::vector<int> > &zeropoints, LayerParams& params)
     {
@@ -830,14 +806,6 @@ struct BaseDefaultFunctor : public BaseFunctor
     }
 #endif
 
-#ifdef HAVE_VULKAN
-    std::shared_ptr<vkcom::OpBase> initVkCom()
-    {
-        // TODO: add vkcom implementation
-        return std::shared_ptr<vkcom::OpBase>();
-    }
-#endif  // HAVE_VULKAN
-
 private:
     static const char* const ocl_kernel_name;
 };
@@ -2371,14 +2339,6 @@ struct PowerFunctor : public BaseFunctor
     }
 #endif
 
-#ifdef HAVE_VULKAN
-    std::shared_ptr<vkcom::OpBase> initVkCom()
-    {
-        // TODO: add vkcom implementation
-        return std::shared_ptr<vkcom::OpBase>();
-    }
-#endif  // HAVE_VULKAN
-
     bool tryFuse(Ptr<dnn::Layer>& top)
     {
         if (power != 1.0f && shift != 0.0f)
@@ -2635,14 +2595,6 @@ struct ChannelsPReLUFunctor : public BaseFunctor
     }
 #endif
 
-#ifdef HAVE_VULKAN
-    std::shared_ptr<vkcom::OpBase> initVkCom()
-    {
-        // TODO: add vkcom implementation
-        return std::shared_ptr<vkcom::OpBase>();
-    }
-#endif  // HAVE_VULKAN
-
     int64 getFLOPSPerElement() const { return 1; }
 };
 

modules/dnn/src/layers/fully_connected_layer.cpp

@@ -48,6 +48,7 @@
 #include "../ie_ngraph.hpp"
 #include "../op_webnn.hpp"
 #include "../op_cann.hpp"
+#include "../op_vkcom.hpp"
 
 #include <opencv2/dnn/shape_utils.hpp>
 
@@ -187,7 +188,8 @@ public:
                backendId == DNN_BACKEND_CUDA ||
                (backendId == DNN_BACKEND_HALIDE && haveHalide() && axis == 1 && !tranAorB) ||
                (backendId == DNN_BACKEND_WEBNN && axis == 1 && !tranAorB) ||
-               backendId == DNN_BACKEND_CANN;;
+               backendId == DNN_BACKEND_CANN ||
+               (backendId == DNN_BACKEND_VKCOM && haveVulkan() && !tranAorB);
     }
 
     virtual bool setActivation(const Ptr<ActivationLayer>& layer) CV_OVERRIDE
@@ -637,6 +639,72 @@ public:
     }
 #endif
 
+#ifdef HAVE_VULKAN
+    virtual Ptr<BackendNode> initVkCom(const std::vector<Ptr<BackendWrapper> > &inputs,
+                                       std::vector<Ptr<BackendWrapper> > &outputs) CV_OVERRIDE
+    {
+        auto biasMat_ = bias ? biasMat : Mat();
+        auto input_wrapper = inputs[0].dynamicCast<VkComBackendWrapper>();
+
+        CV_Assert((inputs.size() == 2 || inputs.size() == 1) && outputs.size() == 1);
+        std::vector<Mat> vkBlobs;
+        Ptr<vkcom::OpBase> op;
+
+        if (!biasMat_.empty() || !activ.empty())
+        {
+            return Ptr<BackendNode>();
+        }
+
+        Ptr<VkComBackendWrapper> outputWrap = outputs[0].dynamicCast<VkComBackendWrapper>();
+        CV_Assert(outputWrap);
+        // TODO: Currently, we only support the 2D MatMul. Need support the FC layer and bias case in the future.
+
+        if (inputs.size() == 2)
+        {
+            Ptr<VkComBackendWrapper> inputWrap0 = inputs[0].dynamicCast<VkComBackendWrapper>();
+            Ptr<VkComBackendWrapper> inputWrap1 = inputs[1].dynamicCast<VkComBackendWrapper>();
+            CV_Assert(inputWrap0 && inputWrap1);
+
+            MatShape inpShape0 = shape(*inputWrap0->getMat());
+            MatShape inpShape1 = shape(*inputWrap1->getMat());
+            MatShape outShape = shape(*outputWrap->getMat());
+
+            // TODO Currently, vulkan only support 2D matmul. Try to support 3D and 4D matmul.
+            if (inpShape0.size() != 2 || inpShape1.size() != 2)
+                return Ptr<BackendNode>();
+
+            op = (new vkcom::OpMatMul(vkBlobs, inpShape0[0], inpShape0[1], outShape[1]));
+        }
+        else
+        {
+            CV_Assert(!weightsMat.empty());
+            Mat wm;
+            weightsMat.copyTo(wm); // to handle the case of isContinuous() == false
+            wm = wm.reshape(1, blobs[0].dims, blobs[0].size);
+            vkBlobs.push_back(wm.t());
+
+            Ptr<VkComBackendWrapper> inputWrap = inputs[0].dynamicCast<VkComBackendWrapper>();
+            CV_Assert(inputWrap);
+
+            MatShape inpShape = shape(*inputWrap->getMat());
+            MatShape outShape = shape(*outputWrap->getMat());
+            MatShape wShape = shape(weightsMat);
+
+            // TODO Currently, vulkan only support 2D matmul. Try to support 3D and 4D matmul.
+            if (inpShape.size() != 2 || wShape.size() != 2)
+                return Ptr<BackendNode>();
+
+            // TODO: Currently, only focus on 2D MatMul.
+            CV_Assert(inpShape.size() == 2 && outShape.size() == 2 && wShape.size() == 2);
+            CV_Assert(inpShape[1] == outShape[0]);
+            op = (new vkcom::OpMatMul(vkBlobs, inpShape[0], inpShape[1], outShape[1]));
+        }
+
+        return Ptr<BackendNode>(new VkComBackendNode(inputs, op, outputs));
+    }
+#endif
+
+
     virtual Ptr<BackendNode> initHalide(const std::vector<Ptr<BackendWrapper> > &inputs) CV_OVERRIDE
     {
 #ifdef HAVE_HALIDE
@@ -844,15 +912,27 @@ public:
     {
         CV_UNUSED(inputs); // suppress unused variable warning
         long flops = 0;
+        int innerSize = 0;
+
+        if (!blobs.empty())
+        {
+            innerSize = blobs[0].size[1];
+        }
+        else
+        {
+            CV_Assert(inputs.size() == 2);
+            if (transB)
+                innerSize = inputs[1][1];
+            else
+                innerSize = inputs[1][0];
+        }
 
-        int innerSize = blobs[0].size[1];
         for(int i = 0; i < outputs.size(); i++)
         {
             flops += CV_BIG_INT(3)*innerSize*total(outputs[i]);
         }
 
         return flops;
-
     }
 
     bool bias;

modules/dnn/src/layers/lrn_layer.cpp

@@ -107,7 +107,6 @@ public:
         return backendId == DNN_BACKEND_OPENCV ||
                backendId == DNN_BACKEND_CUDA ||
                backendId == DNN_BACKEND_HALIDE ||
-               (backendId == DNN_BACKEND_VKCOM && haveVulkan() && (size % 2 == 1) && (type == CHANNEL_NRM)) ||
                backendId == DNN_BACKEND_CANN;
     }
 
@@ -362,15 +361,6 @@ public:
     }
 #endif
 
-    virtual Ptr<BackendNode> initVkCom(const std::vector<Ptr<BackendWrapper> > &inputs) CV_OVERRIDE
-    {
-#ifdef HAVE_VULKAN
-        std::shared_ptr<vkcom::OpBase> op(new vkcom::OpLRN(size / 2, bias, alpha, beta, normBySize));
-        return Ptr<BackendNode>(new VkComBackendNode(inputs, op));
-#endif
-        return Ptr<BackendNode>();
-    }
-
     virtual Ptr<BackendNode> initHalide(const std::vector<Ptr<BackendWrapper> > &inputs) CV_OVERRIDE
     {
 #ifdef HAVE_HALIDE

modules/dnn/src/layers/not_implemented_layer.cpp

@@ -93,7 +93,8 @@ public:
         CV_Error(Error::StsNotImplemented, msg);
     }
 
-    virtual Ptr<BackendNode> initVkCom(const std::vector<Ptr<BackendWrapper> > &inputs) CV_OVERRIDE
+    virtual Ptr<BackendNode> initVkCom(const std::vector<Ptr<BackendWrapper> > &inputs,
+                                       std::vector<Ptr<BackendWrapper> > &outputs) CV_OVERRIDE
     {
         CV_Error(Error::StsNotImplemented, msg);
     }

modules/dnn/src/layers/permute_layer.cpp

@@ -144,7 +144,6 @@ public:
         return backendId == DNN_BACKEND_OPENCV ||
                backendId == DNN_BACKEND_CUDA ||
                backendId == DNN_BACKEND_WEBNN ||
-               (backendId == DNN_BACKEND_VKCOM && haveVulkan()) ||
                backendId == DNN_BACKEND_CANN;
     }
 
@@ -511,15 +510,6 @@ public:
 #endif
 
 
-#ifdef HAVE_VULKAN
-    virtual Ptr<BackendNode> initVkCom(const std::vector<Ptr<BackendWrapper> > &input) CV_OVERRIDE
-    {
-        CV_Assert(!_order.empty());
-        std::shared_ptr<vkcom::OpBase> op(new vkcom::OpPermute(_order));
-        return Ptr<BackendNode>(new VkComBackendNode(input, op));
-    }
-#endif // HAVE_VULKAN
-
 #ifdef HAVE_TIMVX
   virtual Ptr<BackendNode> initTimVX(void* timVXInfo_,
                                        const std::vector<Ptr<BackendWrapper> > &inputsWrapper,

modules/dnn/src/layers/pooling_layer.cpp

@@ -182,10 +182,10 @@ public:
         if (inputs[0].dims == 3)
         {
             // Pool1D
-            kernel_size.assign(1, kernel_size[0]);
-            strides.assign(1, strides[0]);
-            pads_begin.assign(1, pads_begin[0]);
-            pads_end.assign(1, pads_end[0]);
+            kernel_size.resize(1, kernel_size[0]);
+            strides.resize(1, strides[0]);
+            pads_begin.resize(1, pads_begin[0]);
+            pads_end.resize(1, pads_end[0]);
         }
 
 #ifdef HAVE_OPENCL
@@ -227,13 +227,6 @@ public:
                 return haveHalide() &&
                        (type == MAX || (type == AVE && !pads_begin[0] && !pads_begin[1] && !pads_end[0] && !pads_end[1]));
         }
-        else if (backendId == DNN_BACKEND_VKCOM)
-        {
-            if (kernel_size.empty() || kernel_size.size() == 2)
-                return haveVulkan() &&
-                           (type == MAX || type == AVE);
-            return false;
-        }
         else if (backendId == DNN_BACKEND_WEBNN)
         {
             if (kernel_size.empty() || kernel_size.size() == 2)
@@ -501,42 +494,6 @@ public:
     }
 #endif
 
-
-#ifdef HAVE_VULKAN
-    virtual Ptr<BackendNode> initVkCom(const std::vector<Ptr<BackendWrapper> > &inputs) CV_OVERRIDE
-    {
-        int padding_mode;
-        vkcom::PoolType pool_type;
-        int filter_size[2] = {static_cast<int>(kernel_size[0]), static_cast<int>(kernel_size[1])};
-        int pad_size[2] = {static_cast<int>(pads_begin[0]), static_cast<int>(pads_begin[1])};
-        int stride_size[2] = {static_cast<int>(strides[0]), static_cast<int>(strides[1])};
-        pool_type = type == MAX ? vkcom::kPoolTypeMax:
-                   (type == AVE ? vkcom::kPoolTypeAvg:
-                            vkcom::kPoolTypeNum);
-
-        if (padMode.empty())
-        {
-            padding_mode = vkcom::kPaddingModeCaffe;
-        }
-        else if (padMode == "VALID")
-        {
-            padding_mode = vkcom::kPaddingModeValid;
-        }
-        else if (padMode == "SAME")
-        {
-            padding_mode = vkcom::kPaddingModeSame;
-        }
-        else
-            CV_Error(Error::StsError, "Unsupported padding mode " + padMode);
-
-        std::shared_ptr<vkcom::OpBase> op(new vkcom::OpPool(filter_size, pad_size,
-                                                            stride_size, padding_mode,
-                                                            pool_type, avePoolPaddedArea));
-        return Ptr<BackendNode>(new VkComBackendNode(inputs, op));
-    }
-#endif
-
-
     virtual Ptr<BackendNode> initHalide(const std::vector<Ptr<BackendWrapper> > &inputs) CV_OVERRIDE
     {
         if (type == MAX)

modules/dnn/src/layers/prior_box_layer.cpp

@@ -297,8 +297,7 @@ public:
             return _explicitSizes || _stepX == _stepY;
 #endif
         return backendId == DNN_BACKEND_OPENCV ||
-               backendId == DNN_BACKEND_CUDA ||
-               (backendId == DNN_BACKEND_VKCOM && haveVulkan());
+               backendId == DNN_BACKEND_CUDA;
     }
 
     bool getMemoryShapes(const std::vector<MatShape> &inputs,
@@ -608,20 +607,6 @@ public:
     }
 #endif
 
-
-#ifdef HAVE_VULKAN
-    virtual Ptr<BackendNode> initVkCom(const std::vector<Ptr<BackendWrapper> > &input) CV_OVERRIDE
-    {
-        std::shared_ptr<vkcom::OpBase> op(new vkcom::OpPriorBox(_stepX, _stepY,
-                                                                _clip, _numPriors,
-                                                                _variance, _offsetsX,
-                                                                _offsetsY, _boxWidths,
-                                                                _boxHeights));
-        return Ptr<BackendNode>(new VkComBackendNode(input, op));
-    }
-#endif // HAVE_VULKAN
-
-
     virtual int64 getFLOPS(const std::vector<MatShape> &inputs,
                            const std::vector<MatShape> &outputs) const CV_OVERRIDE
     {

modules/dnn/src/layers/softmax_layer.cpp

@@ -46,7 +46,6 @@
 #include "../op_halide.hpp"
 #include "../op_inf_engine.hpp"
 #include "../ie_ngraph.hpp"
-#include "../op_vkcom.hpp"
 #include "../op_webnn.hpp"
 #include "../op_cann.hpp"
 
@@ -117,7 +116,6 @@ public:
         return backendId == DNN_BACKEND_OPENCV ||
                backendId == DNN_BACKEND_CUDA ||
                (backendId == DNN_BACKEND_HALIDE && haveHalide() && axisRaw == 1) ||
-               (backendId == DNN_BACKEND_VKCOM && haveVulkan()) ||
                backendId == DNN_BACKEND_CANN;
     }
 
@@ -327,18 +325,6 @@ public:
     }
 #endif
 
-    virtual Ptr<BackendNode> initVkCom(const std::vector<Ptr<BackendWrapper> > &inputs) CV_OVERRIDE
-    {
-#ifdef HAVE_VULKAN
-        vkcom::Tensor in = VkComTensor(inputs[0]);
-        int cAxis = normalize_axis(axisRaw, in.dimNum());
-        std::shared_ptr<vkcom::OpBase> op(new vkcom::OpSoftmax(cAxis, logSoftMax));
-        return Ptr<BackendNode>(new VkComBackendNode(inputs, op));
-#endif  // HAVE_VULKAN
-        return Ptr<BackendNode>();
-    }
-
-
     virtual Ptr<BackendNode> initHalide(const std::vector<Ptr<BackendWrapper> > &inputs) CV_OVERRIDE
     {
 #ifdef HAVE_HALIDE

modules/dnn/src/net_impl.cpp

@@ -32,7 +32,10 @@ std::string detail::NetImplBase::getDumpFileNameBase() const
 
 Net::Impl::~Impl()
 {
-    // nothing
+#ifdef HAVE_VULKAN
+    if (context)
+        context->reset();
+#endif
 }
 
 
@@ -1538,10 +1541,14 @@ string Net::Impl::dump(bool forceAllocation) const
         else
         {
             if (itBackend->second == prevNode)
-                skipId.push_back(idPrev);
+            {
+                if (idPrev != -1)
+                    skipId.push_back(idPrev);
+            }
             else if (!skipId.empty())
             {
-                skipId.push_back(idPrev);
+                if (idPrev != -1)
+                    skipId.push_back(idPrev);
                 std::sort(skipId.begin(), skipId.end());
                 for (int i = 0; i < skipId.size(); i++)
                 {

modules/dnn/src/net_impl.hpp

@@ -179,6 +179,7 @@ struct Net::Impl : public detail::NetImplBase
 #endif
 
 #ifdef HAVE_VULKAN
+    Ptr<vkcom::Context> context;
     void initVkComBackend();
 #endif
 

modules/dnn/src/net_impl_fuse.cpp

@@ -39,7 +39,8 @@ void Net::Impl::fuseLayers(const std::vector<LayerPin>& blobsToKeep_)
     if(!fusion || (preferableBackend != DNN_BACKEND_OPENCV &&
                     preferableBackend != DNN_BACKEND_CUDA &&
                     preferableBackend != DNN_BACKEND_INFERENCE_ENGINE_NGRAPH &&
-                    preferableBackend != DNN_BACKEND_TIMVX))
+                    preferableBackend != DNN_BACKEND_TIMVX &&
+                    preferableBackend != DNN_BACKEND_VKCOM))
        return;
 
 #if 0  // FIXIT mode without fusion is broken due to unsupported layers and handling of "custom" nodes
@@ -111,7 +112,8 @@ void Net::Impl::fuseLayers(const std::vector<LayerPin>& blobsToKeep_)
                     break;
             }
 
-            if (preferableBackend != DNN_BACKEND_OPENCV && preferableBackend != DNN_BACKEND_CUDA)
+            if (preferableBackend != DNN_BACKEND_OPENCV && preferableBackend != DNN_BACKEND_CUDA
+                && preferableBackend != DNN_BACKEND_VKCOM)
                 continue;  // Go to the next layer.
 
             // TODO: OpenCL target support more fusion styles.
@@ -141,6 +143,28 @@ void Net::Impl::fuseLayers(const std::vector<LayerPin>& blobsToKeep_)
                 if (nextActivLayer.empty())
                     break;
 
+                // For now, Vulkan target support fusion with activation of ReLU/ReLU6
+                if (IS_DNN_VULKAN_TARGET(preferableTarget))
+                {
+                    if (nextData->type == "ReLU")
+                    {
+                        Ptr<ReLULayer> nextReLULayer = nextData->layerInstance.dynamicCast<ReLULayer>();
+                        CV_Assert(nextReLULayer);
+                        if (nextReLULayer->negativeSlope != 0.0f)
+                            break; // Skip LeakyReLU
+                    }
+                    else if (nextData->type == "ReLU6")
+                    {
+                        Ptr<ReLU6Layer> nextReLU6Layer = nextData->layerInstance.dynamicCast<ReLU6Layer>();
+                        CV_Assert(nextReLU6Layer);
+
+                        if( fabs(nextReLU6Layer->minValue) > FLT_EPSILON || fabs(nextReLU6Layer->maxValue - 6.0f) > FLT_EPSILON)
+                            break; // Skip ReLU6 if the minValue != 0 or maxValue != 6.
+                    }
+                    else
+                        break;
+                }
+
                 if (currLayer->setActivation(nextActivLayer))
                 {
                     printf_(("\tfused with %s\n", nextActivLayer->name.c_str()));

modules/dnn/src/op_vkcom.cpp

@@ -18,12 +18,13 @@ namespace dnn
 
 CV__DNN_INLINE_NS_BEGIN
 
-
 void Net::Impl::initVkComBackend()
 {
     CV_TRACE_FUNCTION();
     CV_Assert(preferableBackend == DNN_BACKEND_VKCOM);
 
+    context = vkcom::Context::create();
+
     for (MapIdToLayerData::iterator it = layers.begin(); it != layers.end(); it++)
     {
         LayerData &ld = it->second;
@@ -33,12 +34,9 @@ void Net::Impl::initVkComBackend()
             continue;
         }
 
-        ld.skip = false;
-
         try
         {
-            ld.backendNodes[DNN_BACKEND_VKCOM] =
-                layer->initVkCom(ld.inputBlobsWrappers);
+            ld.backendNodes[DNN_BACKEND_VKCOM] = layer->initVkCom(ld.inputBlobsWrappers, ld.outputBlobsWrappers);
         }
         catch (const cv::Exception& e)
         {
@@ -52,150 +50,187 @@ CV__DNN_INLINE_NS_END
 
 
 ///////////////////////////////////////////////////////////////////////////////
-
-    void copyToTensor(vkcom::Tensor &dst, const Mat &src)
+int transFusedActivType(Ptr<ActivationLayer> &actLayer)
+{
+    if (actLayer)
     {
-        CV_Assert(src.isContinuous() && src.type() == CV_32F);
+        Ptr<ReLULayer> activ_relu = actLayer.dynamicCast<ReLULayer>();
+        Ptr<ReLU6Layer> activ_relu6 = actLayer.dynamicCast<ReLU6Layer>();
 
-        std::vector<int> mat_shape = shape(src);
-        dst.reshape((const char*)src.data, mat_shape);
+        if (!activ_relu.empty())
+        {
+            if (activ_relu->negativeSlope == 0.0f)
+            {
+                return 1; // kFusedActivRelu
+            }
+            else // Leaky ReLU
+            {
+                return -1; // kFusedActivNone
+            }
+        }
+        else if (!activ_relu6.empty())
+        {
+            return 2; // kFusedActivRelu6
+        }
+        else
+            return -1; // kFusedActivUnsupport
     }
+    else
+        return 0; // kFusedActivNone
+}
 
-    void copyToMat(Mat &dst, vkcom::Tensor &src)
-    {
-        CV_Assert(dst.type() == CV_32F);
+void copyToTensor(vkcom::Tensor &dst, const Mat &src)
+{
+    CV_Assert(src.isContinuous() && src.type() == CV_32F);
 
-        std::vector<int> shape = src.getShape();
-        void *data = src.map();
-        Mat tmp(shape, CV_32F, data);
-        tmp.copyTo(dst);
-        src.unMap();
-    }
+    std::vector<int> mat_shape = shape(src);
 
-    vkcom::Tensor VkComTensor(const Ptr<BackendWrapper>& ptr)
-    {
-        CV_Assert(!ptr.empty());
-        return ptr.dynamicCast<VkComBackendWrapper>()->getTensor();
-    }
+    // The following code will copy the src data from CPU Mat to GPU VkBuffer.
+    dst.reshape((const char*)src.data, mat_shape);
+}
+
+void copyToMat(Mat &dst, vkcom::Tensor &src)
+{
+    CV_Assert(dst.type() == CV_32F);
+
+    std::vector<int> shape = src.getShape();
+    void *data = src.map();
+    Mat tmp(shape, CV_32F, data);
+    tmp.copyTo(dst);
+    src.unMap();
+}
+
+vkcom::Tensor VkComTensor(const Ptr<BackendWrapper>& ptr)
+{
+    CV_Assert(!ptr.empty());
+    return ptr.dynamicCast<VkComBackendWrapper>()->getTensor();
+}
 
-    void setDirty(std::vector<Ptr<BackendWrapper> >& ptrs)
+void setDirty(std::vector<Ptr<BackendWrapper> >& ptrs)
+{
+    for (const Ptr<BackendWrapper>& ptr : ptrs)
     {
-        for (const Ptr<BackendWrapper>& ptr : ptrs)
-        {
-            ptr.dynamicCast<VkComBackendWrapper>()->setDeviceDirty();
-        }
+        ptr.dynamicCast<VkComBackendWrapper>()->setDeviceDirty();
     }
+}
 
-    std::vector<vkcom::Tensor> VkComTensors(const std::vector<Ptr<BackendWrapper> >& ptrs)
+std::vector<vkcom::Tensor> VkComTensors(const std::vector<Ptr<BackendWrapper> >& ptrs)
+{
+    std::vector<vkcom::Tensor> vec;
+    vec.reserve(ptrs.size());
+    for (const Ptr<BackendWrapper>& ptr : ptrs)
     {
-        std::vector<vkcom::Tensor> vec;
-        vec.reserve(ptrs.size());
-        for (const Ptr<BackendWrapper>& ptr : ptrs)
-        {
-            vec.push_back(VkComTensor(ptr));
-        }
-        return vec;
+        vec.push_back(VkComTensor(ptr));
     }
+    return vec;
+}
 
-    VkComBackendNode::VkComBackendNode(const std::vector<Ptr<BackendWrapper> >& inputsWrapper,
-                                       const std::shared_ptr<vkcom::OpBase>& op,
-                                       const std::vector<Ptr<BackendWrapper> >& blobsWrapper)
-                                       : BackendNode(DNN_BACKEND_VKCOM)
-    {
-        operation = op;
+VkComBackendNode::VkComBackendNode(const std::vector<Ptr<BackendWrapper> >& inputsWrapper,
+                                   const Ptr<vkcom::OpBase>& op,
+                                   const std::vector<Ptr<BackendWrapper> >& outputsWrapper)
+                                   : BackendNode(DNN_BACKEND_VKCOM)
+{
+    operation = op;
 
-        inputsWrapper_ = inputsWrapper;
-        ins = VkComTensors(inputsWrapper_);
+    inputsWrapper_ = inputsWrapper;
+    ins = VkComTensors(inputsWrapper_);
 
-        if (!blobsWrapper.empty())
-        {
-            blobs = VkComTensors(blobsWrapper);
-        }
-    }
+    outputsWrapper_ = outputsWrapper;
+    outs = VkComTensors(outputsWrapper_);
+}
 
-    bool VkComBackendNode::forward(std::vector<vkcom::Tensor>& outs)
+bool VkComBackendNode::forward()
+{
+    for (int i = 0, n = inputsWrapper_.size(); i < n; ++i)
     {
-        for (int i = 0, n = inputsWrapper_.size(); i < n; ++i)
-        {
-            inputsWrapper_[i].dynamicCast<VkComBackendWrapper>()->copyToDevice();
-        }
-
-        return operation->forward(ins, blobs, outs);
+        inputsWrapper_[i].dynamicCast<VkComBackendWrapper>()->copyToDevice();
     }
 
-    VkComBackendWrapper::VkComBackendWrapper(Mat& m) : BackendWrapper(DNN_BACKEND_VKCOM, DNN_TARGET_VULKAN)
-    {
-        copyToTensor(tensor, m);
-        host = &m;
-        hostDirty = false;
-        deviceDirty = false;
-    }
+    return operation->forward(ins, outs);
+}
 
-    VkComBackendWrapper::VkComBackendWrapper(const Ptr<BackendWrapper>& baseBuffer, Mat& m)
-        : BackendWrapper(DNN_BACKEND_VKCOM, DNN_TARGET_VULKAN)
-    {
-        Ptr<VkComBackendWrapper> base = baseBuffer.dynamicCast<VkComBackendWrapper>();
-        CV_Assert(!base.empty());
+VkComBackendWrapper::VkComBackendWrapper(Mat& m) : BackendWrapper(DNN_BACKEND_VKCOM, DNN_TARGET_VULKAN)
+{
+    CV_Assert(m.isContinuous());
+    copyToTensor(tensor, m);
+    host = &m;
+    hostDirty = false;
+    deviceDirty = false;
+}
 
-        host = &m;
-        tensor = base->tensor;
-        CV_Assert(tensor.count() >= m.total());
-        tensor.reshape(0, shape(m));
-        hostDirty = false;
-        deviceDirty = false;
-    }
+// Other constructor, need change the logical. The purpose is to decline the data copy.
+VkComBackendWrapper::VkComBackendWrapper(const Ptr<BackendWrapper>& baseBuffer, Mat& m)
+    : BackendWrapper(DNN_BACKEND_VKCOM, DNN_TARGET_VULKAN)
+{
+    Ptr<VkComBackendWrapper> base = baseBuffer.dynamicCast<VkComBackendWrapper>();
+    CV_Assert(!base.empty());
+
+    host = &m;
+    tensor = base->tensor;
+    CV_Assert(tensor.count() >= m.total());
+    tensor.reshape(0, shape(m));
+    hostDirty = false;
+    deviceDirty = false;
+}
 
-    void VkComBackendWrapper::copyToHost()
-    {
-        if (deviceDirty)
-            copyToMat(*host, tensor);
-    }
+void VkComBackendWrapper::copyToHost()
+{
+    if (deviceDirty)
+        copyToMat(*host, tensor);
+}
 
-    void VkComBackendWrapper::setHostDirty()
-    {
-        hostDirty = true;
-    };
+void VkComBackendWrapper::setHostDirty()
+{
+    hostDirty = true;
+};
 
-    void VkComBackendWrapper::setDeviceDirty()
-    {
-        deviceDirty = true;
-    };
+void VkComBackendWrapper::setDeviceDirty()
+{
+    deviceDirty = true;
+};
 
-    void VkComBackendWrapper::copyToDevice()
+void VkComBackendWrapper::copyToDevice()
+{
+    if (hostDirty)
     {
-        if (hostDirty)
-        {
-            copyToTensor(tensor, *host);
-            hostDirty = false;
-        }
+        copyToTensor(tensor, *host);
+        hostDirty = false;
     }
+}
+
+vkcom::Tensor VkComBackendWrapper::getTensor()
+{
+    return tensor;
+}
+
+Mat* VkComBackendWrapper::getMat()
+{
+    return host;
+}
 
-    vkcom::Tensor VkComBackendWrapper::getTensor()
-    {
-        return tensor;
-    }
 #endif
-    void forwardVkCom(std::vector<Ptr<BackendWrapper> > &outputs,
-                      const Ptr<BackendNode>& node)
-    {
+
+void forwardVkCom(std::vector<Ptr<BackendWrapper> > &outputs,
+                  const Ptr<BackendNode>& node)
+{
 #ifdef HAVE_VULKAN
-        CV_Assert(!node.empty());
+    CV_Assert(!node.empty());
 
-        Ptr<VkComBackendNode> node_ = node.dynamicCast<VkComBackendNode>();
-        std::vector<vkcom::Tensor> outs = VkComTensors(outputs);
-        node_->forward(outs);
-        setDirty(outputs);
+    Ptr<VkComBackendNode> node_ = node.dynamicCast<VkComBackendNode>();
+
+    CV_Assert(node_->forward());
+    setDirty(outputs);
 #endif
-    }
+}
 
-    bool haveVulkan()
-    {
+bool haveVulkan()
+{
 #ifdef HAVE_VULKAN
-        return vkcom::isAvailable();
+    return vkcom::isAvailable();
 #else
-        return false;
+    return false;
 #endif  // HAVE_VULKAN
-    }
+}
 
 }  // namespace dnn
 }  // namespace cv

modules/dnn/src/op_vkcom.hpp

@@ -18,56 +18,63 @@ namespace cv
 namespace dnn
 {
 #ifdef HAVE_VULKAN
-    std::vector<vkcom::Tensor> VkComTensors(const std::vector<Ptr<BackendWrapper> >& ptrs);
+std::vector<vkcom::Tensor> VkComTensors(const std::vector<Ptr<BackendWrapper> >& ptrs);
 
-    vkcom::Tensor VkComTensor(const Ptr<BackendWrapper>& ptr);
+vkcom::Tensor VkComTensor(const Ptr<BackendWrapper>& ptr);
 
-    // Data copied from/to Mat to/from Tensor. Change the shape of dst if
-    // needed to make it the same shape as src
-    void copyToTensor(vkcom::Tensor &dst, const Mat &src);
+// the input is the OpenCV activation layer, and the output is the activation in Vulkan backend.
+int transFusedActivType(Ptr<ActivationLayer> &actLayer);
 
-    void copyToMat(Mat &dst, const vkcom::Tensor &src);
+// Data copied from/to Mat to/from Tensor. Change the shape of dst if
+// needed to make it the same shape as src
+void copyToMat(Mat &dst, const vkcom::Tensor &src);
+void copyToTensor(vkcom::Tensor &dst, const Mat &src);
 
-    class VkComBackendNode : public BackendNode
-    {
-    public:
-        VkComBackendNode(const std::vector<Ptr<BackendWrapper> >& inputsWrapper,
-                         const std::shared_ptr<vkcom::OpBase> &op,
-                         const std::vector<Ptr<BackendWrapper> >& blobsWrapper =
-                         std::vector<Ptr<BackendWrapper> >());
+void printTensor(vkcom::Tensor &dst);
 
-        bool forward(std::vector<vkcom::Tensor>& outs);
+// VkComBackendNode contains the input and output of a layer/op.
+// And the specific weight and the parameter information of the layer will be saved in the Op instance.
+class VkComBackendNode : public BackendNode
+{
+public:
+    VkComBackendNode(const std::vector<Ptr<BackendWrapper> >& inputsWrapper,
+                     const Ptr<vkcom::OpBase>& op,
+                     const std::vector<Ptr<BackendWrapper> >& outputsWrapper);
+    bool forward();
 
     private:
         std::vector<vkcom::Tensor> ins;
-        std::vector<vkcom::Tensor> blobs;
+        std::vector<vkcom::Tensor> outs;
         std::vector<Ptr<BackendWrapper> > inputsWrapper_;
-        std::shared_ptr<vkcom::OpBase> operation;
-    };
+        std::vector<Ptr<BackendWrapper> > outputsWrapper_;
+        Ptr<vkcom::OpBase> operation;
+};
+
+class VkComBackendWrapper : public BackendWrapper
+{
+public:
+    VkComBackendWrapper(Mat& m);
+    VkComBackendWrapper(const Ptr<BackendWrapper>& baseBuffer, Mat& m);
 
-    class VkComBackendWrapper : public BackendWrapper
-    {
-    public:
-        VkComBackendWrapper(Mat& m);
-        VkComBackendWrapper(const Ptr<BackendWrapper>& baseBuffer, Mat& m);
+    virtual void copyToHost() CV_OVERRIDE;
+    virtual void setHostDirty() CV_OVERRIDE;
+    void setDeviceDirty();
+    void copyToDevice();
+    vkcom::Tensor getTensor();
+    Mat* getMat();
 
-        virtual void copyToHost() CV_OVERRIDE;
-        virtual void setHostDirty() CV_OVERRIDE;
-        void setDeviceDirty();
-        void copyToDevice();
-        vkcom::Tensor getTensor();
+private:
+    vkcom::Tensor tensor;
+    Mat* host;
+    bool hostDirty;
+    bool deviceDirty;
+};
 
-    private:
-        vkcom::Tensor tensor;
-        Mat* host;
-        bool hostDirty;
-        bool deviceDirty;
-    };
 #endif // HAVE_VULKAN
 
-    void forwardVkCom(std::vector<Ptr<BackendWrapper> > &outputs, const Ptr<BackendNode>& node);
+void forwardVkCom(std::vector<Ptr<BackendWrapper> > &outputs, const Ptr<BackendNode>& node);
 
-    bool haveVulkan();
+bool haveVulkan();
 }  // namespace dnn
 }  // namespace cv
 

modules/dnn/src/precomp.hpp

@@ -89,4 +89,4 @@
 #include <opencv2/dnn/all_layers.hpp>
 #include <opencv2/dnn/shape_utils.hpp>
 
-#include "dnn_common.hpp"
+#include "dnn_common.hpp"

modules/dnn/src/vkcom/include/buffer.hpp

@@ -19,17 +19,15 @@ namespace cv { namespace dnn { namespace vkcom {
 class Buffer
 {
 public:
-    Buffer(VkDevice& device)
-        : device_(device), buffer_(VK_NULL_HANDLE), memory_(VK_NULL_HANDLE){};
-    Buffer(VkDevice& device, size_t size_in_bytes, const char* data);
+    Buffer(VkBufferUsageFlags usageFlag = VK_BUFFER_USAGE_STORAGE_BUFFER_BIT);
+    Buffer(size_t size_in_bytes, const char* data, VkBufferUsageFlags usageFlags = VK_BUFFER_USAGE_STORAGE_BUFFER_BIT);
     ~Buffer();
     VkDeviceMemory getVkMemory() { return memory_; }
     VkBuffer getVkBuffer() { return buffer_; }
 
 private:
-    Buffer();
     bool init(size_t size_in_bytes, const char* data);
-    VkDevice device_;
+    VkBufferUsageFlags usageFlag_;
     VkBuffer buffer_;
     VkDeviceMemory memory_;
 };

modules/dnn/src/vkcom/include/command.hpp

@@ -0,0 +1,82 @@
+// 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.
+
+#ifndef OPENCV_COMMAND_VULKAN_HPP
+#define OPENCV_COMMAND_VULKAN_HPP
+
+#include <queue>
+#ifdef HAVE_VULKAN
+#include <vulkan/vulkan.h>
+#endif // HAVE_VULKAN
+
+#include "fence.hpp"
+
+namespace cv { namespace dnn { namespace vkcom {
+
+#ifdef HAVE_VULKAN
+
+class CommandPool;
+// CommandBuffer will record and dispatch the VkCommand, it was allocated from CommandPool.
+class CommandBuffer
+{
+public:
+    ~CommandBuffer();
+
+    void beginRecord(VkCommandBufferUsageFlags flag = VK_COMMAND_BUFFER_USAGE_ONE_TIME_SUBMIT_BIT);
+    void endRecord();
+
+    enum BarrierType {
+        READ_WRITE = 0,
+        WRITE_WRITE = 1,
+    };
+    void barrierSource(VkBuffer source, size_t start, size_t size, BarrierType type = READ_WRITE) const;
+
+    VkCommandBuffer get()
+    {
+        return cmdBuffer;
+    }
+
+private:
+    friend class CommandPool;
+    CommandBuffer(CommandPool* pool);
+
+    CommandPool* cmdPool;
+    VkCommandBuffer cmdBuffer;
+    // If is true, the deconstructor will release the instance, otherwise, re-use it.
+    bool needRelease = true;
+};
+
+class CommandPool
+{
+public:
+    static Ptr<CommandPool> create(const VkQueue& q, uint32_t _queueFamilyIndex);
+
+    void operator=(const CommandPool &) = delete;
+    CommandPool(CommandPool &other) = delete;
+
+    void reset();
+    ~CommandPool();
+    VkCommandPool get() const
+    {
+        return cmdPool;
+    }
+
+    Ptr<CommandBuffer> allocBuffer();
+    void submitAndWait(VkCommandBuffer& buffer) const;
+
+    std::queue<VkCommandBuffer > bufferQueue; // For re-use the CommandBuffer.
+
+private:
+    CommandPool(const VkQueue& q, uint32_t _queueFamilyIndex);
+    const VkQueue& queue;
+    VkCommandPool cmdPool;
+    uint32_t queueFamilyIndex;
+};
+
+#endif // HAVE_VULKAN
+
+}}} // namespace cv::dnn::vkcom
+
+
+#endif //OPENCV_COMMAND_VULKAN_HPP

modules/dnn/src/vkcom/include/context.hpp

@@ -0,0 +1,184 @@
+// 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.
+
+/*
+The code has been borrowed from ncnn inference engine (https://github.com/Tencent/ncnn/blob/20230223/src/gpu.cpp)
+and adapted for OpenCV by Zihao Mu.
+Below is the original copyright:
+*/
+
+// Tencent is pleased to support the open source community by making ncnn available.
+//
+// Copyright (C) 2018 THL A29 Limited, a Tencent company. All rights reserved.
+//
+// Licensed under the BSD 3-Clause License (the "License"); you may not use this file except
+// in compliance with the License. You may obtain a copy of the License at
+//
+// https://opensource.org/licenses/BSD-3-Clause
+//
+// Unless required by applicable law or agreed to in writing, software distributed
+// under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR
+// CONDITIONS OF ANY KIND, either express or implied. See the License for the
+// specific language governing permissions and limitations under the License.
+
+#ifndef OPENCV_CONTEXT_VULKAN_HPP
+#define OPENCV_CONTEXT_VULKAN_HPP
+
+#include "../../precomp.hpp"
+
+#ifdef HAVE_VULKAN
+#include <vulkan/vulkan.h>
+#endif // HAVE_VULKAN
+
+#include "command.hpp"
+#include "pipeline.hpp"
+
+namespace cv { namespace dnn { namespace vkcom {
+
+#ifdef HAVE_VULKAN
+
+// NOTE: Manually set true to enable ValidationLayers, default is false.
+const bool enableValidationLayers = false;
+
+enum GPU_TYPE {
+    GPU_TYPE_NOFOUND = -1,
+    GPU_TYPE_DISCRETE = 0,
+    GPU_TYPE_INTEGRATED = 1,
+    GPU_TYPE_VIRTUAL = 2,
+    GPU_TYPE_CPU_ONLY = 3,
+};
+
+// GPUInfo will parse GPU hardware information and save it in param.
+struct GPUInfo
+{
+    // memory properties
+    VkPhysicalDeviceMemoryProperties physicalDeviceMemoryProperties;
+
+    // basic info
+    GPU_TYPE type; // cpu, integrated GPU, discrete GPU.
+    uint32_t apiVersion;
+    uint32_t driverVersion;
+    uint32_t vendorId;
+    uint32_t deviceId;
+    char deviceName[VK_MAX_PHYSICAL_DEVICE_NAME_SIZE];
+    uint8_t pipelineCacheUUID[VK_UUID_SIZE];
+
+    // hardware limit
+    uint32_t maxSharedMemorySize;
+    uint32_t maxWorkgroupCount_x;
+    uint32_t maxWorkgroupCount_y;
+    uint32_t maxWorkgroupCount_z;
+    uint32_t maxWorkgroup_invocations;
+    uint32_t maxWorkgroupSize_x;
+    uint32_t maxWorkgroupSize_y;
+    uint32_t maxWorkgroupSize_z;
+    size_t memoryMapAlignment;
+    size_t bufferOffsetAlignment;
+    size_t non_coherent_atom_size;
+    size_t bufferImageGranularity;
+
+    uint32_t maxImageDimension_1d;
+    uint32_t maxImageDimension_2d;
+    uint32_t maxImageDimension_3d;
+    float timestampPeriod;
+
+    // runtime
+    uint32_t computeQueueFamilyIndex;
+    uint32_t graphicsQueueFamilyIndex;
+    uint32_t transferQueueFamilyIndex;
+    bool unifiedComputeTransferQueue;
+
+    uint32_t computeQueueCount;
+    uint32_t graphicsQueueCount;
+    uint32_t transferQueueCount;
+
+    // subgroup
+    uint32_t subgroupSize;
+    bool supportSubgroupBasic;
+    bool supportSubgroupVote;
+    bool supportSubgroupBallot;
+    bool supportSubgroupShuffle;
+
+    // TODO! Maybe in OpenCV we just care about if the device supports the FP16 or INT8.
+    // fp16 and int8 feature
+    bool support_fp16_packed;
+    bool support_fp16_storage;
+    bool support_fp16_arithmetic;
+    bool support_int8_packed;
+    bool support_int8_storage;
+    bool support_int8_arithmetic;
+
+    // cooperative matrix
+    bool support_cooperative_matrix;
+
+    // extension capability
+    int support_VK_KHR_8bit_storage;
+    int support_VK_KHR_16bit_storage;
+    int support_VK_KHR_bind_memory2;
+    int support_VK_KHR_create_renderpass2;
+    int support_VK_KHR_dedicated_allocation;
+    int support_VK_KHR_descriptor_update_template;
+    int support_VK_KHR_external_memory;
+    int support_VK_KHR_get_memory_requirements2;
+    int support_VK_KHR_maintenance1;
+    int support_VK_KHR_maintenance2;
+    int support_VK_KHR_maintenance3;
+    int support_VK_KHR_multiview;
+    int support_VK_KHR_portability_subset;
+    int support_VK_KHR_push_descriptor;
+    int support_VK_KHR_sampler_ycbcr_conversion;
+    int support_VK_KHR_shader_float16_int8;
+    int support_VK_KHR_shader_float_controls;
+    int support_VK_KHR_storage_buffer_storage_class;
+    int support_VK_KHR_swapchain;
+    int support_VK_EXT_descriptor_indexing;
+    int support_VK_EXT_memory_budget;
+    int support_VK_EXT_queue_family_foreign;
+#if defined(__ANDROID_API__) && __ANDROID_API__ >= 26
+    int support_VK_ANDROID_external_memory_android_hardware_buffer;
+#endif // __ANDROID_API__ >= 26
+    int support_VK_NV_cooperative_matrix;
+};
+
+// It contains all source we need in Vulkan Backend.
+// every class may need use the resource from context.
+class Context
+{
+public:
+    static Ptr<Context> create();
+
+    void operator=(const Context &) = delete;
+    Context(Context &other) = delete;
+    ~Context(); // TODO deconstruct this class when net was deconstructed.
+    void reset();
+private:
+    GPUInfo parseGPUInfo(VkPhysicalDevice& device);
+
+    // The following function will create kInstance.
+    void createInstance();
+    int findBestPhysicalGPUIndex();
+    Context();
+
+    // Vulkan related resource.
+    VkInstance kInstance = VK_NULL_HANDLE;
+    VkPhysicalDevice kPhysicalDevice = VK_NULL_HANDLE;
+
+    uint32_t kQueueFamilyIndex;
+
+    std::vector<GPUInfo> gpuInfoList; // store all available GPU information.
+    int bestGPUIndex;
+
+    std::vector<const char *> kEnabledLayers;
+    VkDebugReportCallbackEXT kDebugReportCallback = VK_NULL_HANDLE;
+
+    // Extension things
+    std::vector<const char *> enabledExtensions;
+    uint32_t instanceExtensionPropertyCount;
+    std::vector<VkExtensionProperties> instanceExtensionProperties;
+    uint32_t instanceApiVersion;
+};
+
+#endif // HAVE_VULKAN
+}}} // namespace cv::dnn::vkcom
+#endif //OPENCV_CONTEXT_VULKAN_HPP

modules/dnn/src/vkcom/include/fence.hpp

@@ -0,0 +1,33 @@
+// 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.
+
+#ifndef OPENCV_FENCE_HPP
+#define OPENCV_FENCE_HPP
+
+#include "../../precomp.hpp"
+
+#ifdef HAVE_VULKAN
+#include <vulkan/vulkan.h>
+#endif // HAVE_VULKAN
+
+namespace cv { namespace dnn { namespace vkcom {
+#ifdef HAVE_VULKAN
+// Used for synchronize and wait
+class Fence
+{
+public:
+    Fence();
+    ~Fence();
+
+    VkFence get() const;
+    VkResult reset() const;
+    VkResult wait() const;
+
+private:
+    VkFence fence;
+};
+#endif // HAVE_VULKAN
+}}} // namespace cv::dnn::vkcom
+
+#endif //OPENCV_FENCE_HPP

modules/dnn/src/vkcom/include/op_base.hpp

@@ -10,6 +10,7 @@
 
 #include "../../precomp.hpp"
 #include "vkcom.hpp"
+#include "context.hpp"
 
 namespace cv { namespace dnn { namespace vkcom {
 
@@ -23,31 +24,14 @@ class OpBase
 public:
     OpBase();
     virtual ~OpBase();
-    virtual bool forward(std::vector<Tensor>& ins,
-                         std::vector<Tensor>& blobs,
-                         std::vector<Tensor>& outs) = 0;
+    virtual bool forward(std::vector<Tensor>& ins, std::vector<Tensor>& outs) = 0;
 protected:
-    void initVulkanThing(int buffer_num);
-    void createDescriptorSetLayout(int buffer_num);
-    void createDescriptorSet(int buffer_num);
-    void createShaderModule(const uint32_t* spv, size_t sz, const std::string& source = std::string());
-    void createPipeline(size_t push_constants_size = 0, VkSpecializationInfo* specialization_info = 0);
-    void createCommandBuffer();
-    void recordCommandBuffer(void* push_constants = NULL, size_t push_constants_size = 0);
-    void runCommandBuffer();
-
-    VkPipeline pipeline_;
-    VkCommandBuffer cmd_buffer_;
-    VkDescriptorPool descriptor_pool_;
-    VkDescriptorSet descriptor_set_;
-    VkDevice device_;
-    VkDescriptorSetLayout descriptor_set_layout_;
-    VkPipelineLayout pipeline_layout_;
-    VkShaderModule module_;
+    std::vector<VkDescriptorType> destTypes; // Save the input data type.
+    std::string shader_name; // the key which is used for retrieve Pipeline from PipelineFactory.
+    std::string type_;
     int group_x_;
     int group_y_;
     int group_z_;
-    std::string type_;
 };
 
 #endif // HAVE_VULKAN

modules/dnn/src/vkcom/include/op_concat.hpp

@@ -1,55 +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) 2018, Intel Corporation, all rights reserved.
-// Third party copyrights are property of their respective owners.
-
-#ifndef OPENCV_DNN_VKCOM_OP_CONCAT_HPP
-#define OPENCV_DNN_VKCOM_OP_CONCAT_HPP
-
-#include "vkcom.hpp"
-#include "op_base.hpp"
-
-namespace cv { namespace dnn { namespace vkcom {
-
-#ifdef HAVE_VULKAN
-
-struct ConcatShaderConfig
-{
-    int local_size_x;
-    int local_size_y;
-    int local_size_z;
-    int block_height;
-    int block_width;
-    int block_depth;
-};
-
-class OpConcat: public OpBase
-{
-public:
-    OpConcat(const int axis);
-    bool forward(std::vector<Tensor>& ins, Tensor& out);
-    void reshapeOutTensor(std::vector<Tensor *>& in, Tensor& out);
-    virtual bool forward(std::vector<Tensor>& ins,
-                         std::vector<Tensor>& blobs,
-                         std::vector<Tensor>& outs) CV_OVERRIDE;
-
-private:
-    bool init(const int axis);
-    bool computeGroupCount();
-
-    ConcatShaderConfig config_;
-    int axis_;
-    int out_concat_axis_;
-    int accumulated_concat_axis_;
-    int concat_size_;
-    int total_concat_size_;
-    int thread_num_;
-};
-
-#endif // HAVE_VULKAN
-
-}}} // namespace cv::dnn::vkcom
-
-#endif // OPENCV_DNN_VKCOM_OP_CONCAT_HPP

modules/dnn/src/vkcom/include/op_conv.hpp

@@ -17,10 +17,10 @@ namespace cv { namespace dnn { namespace vkcom {
 
 enum ConvShaderType
 {
-    kConvShaderTypeBasic = 0,
-    kConvShaderType48,
-    kConvShaderTypeDepthWise,
-    kConvShaderTypeNum
+    kConvShaderTypeGeneric = 0,
+    kConvShaderTypeDepthWise = 2, // special branch
+    kConvShaderTypeWinograd = 3,
+    kConvShaderTest = 4,
 };
 
 struct ConvShaderConfig
@@ -28,55 +28,46 @@ struct ConvShaderConfig
     int local_size_x;
     int local_size_y;
     int local_size_z;
-    int block_height;
-    int block_width;
-    int block_depth;
-    ConvShaderType shader_type;
 };
 
+// Current Vulkan Convolution layer only support Conv2D.
 class OpConv : public OpBase
 {
 public:
-    OpConv(const int out_channel, const bool has_bias,
-           const int* filter_size, const int* pad,
-           const int* stride, const int* dilation,
-           const int activation, const int group,
-           const int padding_mode);
-    void reshapeOutTensor(Tensor& in, Tensor& out);
-    bool forward(Tensor& in, Tensor& filter_weights, Tensor& bias, Tensor& out);
-    virtual bool forward(std::vector<Tensor>& ins,
-                         std::vector<Tensor>& blobs,
-                         std::vector<Tensor>& outs) CV_OVERRIDE;
+    OpConv(const Mat& weightBlob, const std::vector<float>& biasvec, int activType, const int ngroups, const int K, const int C, const int Hk, const int Wk,
+           const int stride_h, const int stride_w, const int dilation_h, const int dilation_w,
+           const int pad_left, const int pad_top);
+    ~OpConv();
+
+    void firstForward(); // Execute only in the first forward.
+    virtual bool forward(std::vector<Tensor>& ins, std::vector<Tensor>& outs) CV_OVERRIDE;
+
+    std::vector<float> biasCopy;
+    Ptr<Tensor> weightTensorPtr;
+    Ptr<Tensor> biasTensorPtr;
+
 private:
-    bool init(const int out_channel, const bool has_bias,
-              const int* filter_size, const int* pad,
-              const int* stride, const int* dilation,
-              const int activation, const int group,
-              const int padding_mode);
     bool computeGroupCount();
 
-    int batch_;
-    int in_height_;
-    int in_width_;
-    int in_channel_;
-    int out_height_;
-    int out_width_;
-    int out_channel_;
-    int filter_height_;
-    int filter_width_;
-    int stride_height_;
-    int stride_width_;
-    int padding_top_;
-    int padding_left_;
-    int dilation_height_;
-    int dilation_width_;
-    int activation_;
-    PaddingMode padding_mode_;
-    int group_;
-    int has_bias_;
-    Tensor swizzled_weights;
-    ConvShaderConfig config_;
-    bool dwconv_;
+    FusedActivationType activ;
+    const int ngroups;
+    const int K, C, Hk, Wk; // output channel, input channel, height of kernel, width of kernel.
+    const int stride_h, stride_w;
+    const int dilation_h, dilation_w;
+    const int pad_left, pad_top;
+
+    int H0, W0;
+    int Hi, Wi;
+    int batch;
+    int Kg, Cg;
+    int CgHkWk, CgHkWk_aligned, ksize;
+
+    int STRIP_LEN;
+    bool fast_1x1 = false;
+
+    ConvShaderType shaderType;
+    ConvShaderConfig config;
+    bool firstForwardFinsh = false;
 };
 
 #endif // HAVE_VULKAN

modules/dnn/src/vkcom/include/op_lrn.hpp

@@ -1,70 +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) 2018, Intel Corporation, all rights reserved.
-// Third party copyrights are property of their respective owners.
-
-#ifndef OPENCV_DNN_VKCOM_OP_LRN_HPP
-#define OPENCV_DNN_VKCOM_OP_LRN_HPP
-
-#include "vkcom.hpp"
-#include "op_base.hpp"
-
-namespace cv { namespace dnn { namespace vkcom {
-
-#ifdef HAVE_VULKAN
-
-enum LRNShaderType
-{
-    kLRNShaderTypeBasic = 0,
-    kLRNShaderTypeNum
-};
-
-struct LRNShaderConfig
-{
-    int local_size_x;
-    int local_size_y;
-    int local_size_z;
-    int block_height;
-    int block_width;
-    int block_depth;
-    LRNShaderType shader_type;
-};
-
-class OpLRN : public OpBase
-{
-public:
-    OpLRN(const int radius, const float bias,
-          const float alpha, const float beta,
-          const bool norm_by_size);
-    void reshapeOutTensor(Tensor& in, Tensor& out);
-    bool forward(Tensor& in, Tensor& out);
-    virtual bool forward(std::vector<Tensor>& ins,
-                         std::vector<Tensor>& blobs,
-                         std::vector<Tensor>& outs) CV_OVERRIDE;
-
-private:
-    bool init(const int radius, const float bias,
-              const float alpha, const float beta,
-              const bool norm_by_size);
-    bool computeGroupCount();
-    int batch_;
-    int height_;
-    int width_;
-    int channels_;
-    int radius_;
-    float bias_;
-    float alpha_;
-    float beta_;
-    int filter_len_;
-    int thread_num_;
-    bool norm_by_size_;
-    LRNShaderConfig config_;
-};
-
-#endif // HAVE_VULKAN
-
-}}} // namespace cv::dnn::vkcom
-
-#endif // OPENCV_DNN_VKCOM_OP_LRN_HPP

modules/dnn/src/vkcom/include/op_matmul.hpp

@@ -0,0 +1,47 @@
+// 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.
+
+#ifndef OPENCV_OP_MATMUL_HPP
+#define OPENCV_OP_MATMUL_HPP
+
+#include "vkcom.hpp"
+#include "op_base.hpp"
+
+namespace cv { namespace dnn { namespace vkcom {
+
+#ifdef HAVE_VULKAN
+
+struct MatMulShaderConfig
+{
+    int local_size_x;
+    int local_size_y;
+    int local_size_z;
+};
+
+// Current Vulkan Convolution layer only support Conv2D.
+class OpMatMul : public OpBase
+{
+public:
+    OpMatMul(std::vector<Mat>& matBlobs, const int M, const int K, const int N);
+
+    void firstForward(); // Execute only in the first forward.
+    virtual bool forward(std::vector<Tensor>& ins, std::vector<Tensor>& outs) CV_OVERRIDE;
+    Ptr<Tensor> weightTensorPtr;
+private:
+    bool computeGroupCount();
+
+    const int M, K, N;
+
+    int Hi, Wi;
+    int H0, W0;
+    int batch;
+
+    MatMulShaderConfig config;
+    bool firstForwardFinsh = false;
+};
+
+#endif // HAVE_VULKAN
+
+}}} // namespace cv::dnn::vkcom
+#endif //OPENCV_OP_MATMUL_HPP

modules/dnn/src/vkcom/include/op_permute.hpp

@@ -1,50 +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) 2018, Intel Corporation, all rights reserved.
-// Third party copyrights are property of their respective owners.
-
-#ifndef OPENCV_DNN_VKCOM_OP_PERMUTE_HPP
-#define OPENCV_DNN_VKCOM_OP_PERMUTE_HPP
-
-#include "vkcom.hpp"
-#include "op_base.hpp"
-
-namespace cv { namespace dnn { namespace vkcom {
-
-#ifdef HAVE_VULKAN
-
-class OpPermute: public OpBase
-{
-public:
-    OpPermute(std::vector<size_t>& order);
-    bool forward(std::vector<Tensor>& ins, std::vector<Tensor>& outs);
-    void reshapeOutTensor(std::vector<Tensor *>& in, std::vector<Tensor>& outs);
-    virtual bool forward(std::vector<Tensor>& ins,
-                         std::vector<Tensor>& blobs,
-                         std::vector<Tensor>& outs) CV_OVERRIDE;
-
-private:
-    void prepareStrides(const Shape &shape_before, const Shape &shape_after);
-    bool computeGroupCount();
-
-    std::vector<int> order_;
-    bool need_permute_;
-    int global_size_;
-    int nthreads_;
-    int dims_;
-    Tensor tensor_order_;
-    Tensor tensor_old_stride_;
-    Tensor tensor_new_stride_;
-    std::vector<int> old_stride_;
-    std::vector<int> new_stride_;
-    Shape in_shape_;
-    Shape out_shape_;
-};
-
-#endif // HAVE_VULKAN
-
-}}} // namespace cv::dnn::vkcom
-
-#endif // OPENCV_DNN_VKCOM_OP_PERMUTE_HPP

modules/dnn/src/vkcom/include/op_pool.hpp

@@ -1,70 +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) 2018, Intel Corporation, all rights reserved.
-// Third party copyrights are property of their respective owners.
-
-#ifndef OPENCV_DNN_VKCOM_OP_POOL_HPP
-#define OPENCV_DNN_VKCOM_OP_POOL_HPP
-
-#include "vkcom.hpp"
-#include "op_base.hpp"
-
-namespace cv { namespace dnn { namespace vkcom {
-
-#ifdef HAVE_VULKAN
-
-enum PoolType { kPoolTypeAvg, kPoolTypeMax, kPoolTypeNum };
-
-struct PoolShaderConfig
-{
-    int local_size_x;
-    int local_size_y;
-    int local_size_z;
-    int block_height;
-    int block_width;
-    int block_depth;
-};
-
-class OpPool: public OpBase
-{
-public:
-    OpPool(const int* filter_size, const int* pad, const int* stride,
-           const int padding_mode, const PoolType pool_type,
-           const bool avg_pool_padded_area);
-    bool forward(Tensor& in, Tensor& out, Tensor& mask);
-    void reshapeOutTensor(Tensor& in, Tensor& out);
-    virtual bool forward(std::vector<Tensor>& ins,
-                         std::vector<Tensor>& blobs,
-                         std::vector<Tensor>& outs) CV_OVERRIDE;
-private:
-    bool init(const int* filter_size, const int* pad, const int* stride,
-              const int padding_mode, const PoolType type, const bool avg_pool_padded_area);
-    bool computeGroupCount();
-
-    int batch_;
-    int channels_;
-    int in_height_;
-    int in_width_;
-    int out_height_;
-    int out_width_;
-    int filter_height_;
-    int filter_width_;
-    int stride_height_;
-    int stride_width_;
-    int padding_left_;
-    int padding_top_;
-    PoolType pool_type_;
-    int avg_pool_padded_area_;
-    int need_mask_;
-    PaddingMode padding_mode_;
-    //int activation_;
-    PoolShaderConfig config_;
-};
-
-#endif // HAVE_VULKAN
-
-}}} // namespace cv::dnn::vkcom
-
-#endif // OPENCV_DNN_VKCOM_OP_POOL_HPP

modules/dnn/src/vkcom/include/op_prior_box.hpp

@@ -1,66 +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) 2018, Intel Corporation, all rights reserved.
-// Third party copyrights are property of their respective owners.
-
-#ifndef OPENCV_DNN_VKCOM_OP_PRIOR_BOX_HPP
-#define OPENCV_DNN_VKCOM_OP_PRIOR_BOX_HPP
-
-#include "vkcom.hpp"
-#include "op_base.hpp"
-
-namespace cv { namespace dnn { namespace vkcom {
-
-#ifdef HAVE_VULKAN
-
-class OpPriorBox: public OpBase
-{
-public:
-    OpPriorBox(float step_x,
-               float step_y,
-               bool clip,
-               int num_priors,
-               std::vector<float>& variance,
-               std::vector<float>& offsets_x,
-               std::vector<float>& offsets_y,
-               std::vector<float>& box_widths,
-               std::vector<float>& box_heights);
-    bool forward(std::vector<Tensor>& in, Tensor& out);
-    void reshapeOutTensor(std::vector<Tensor *>& in, Tensor& out);
-    virtual bool forward(std::vector<Tensor>& ins,
-                         std::vector<Tensor>& blobs,
-                         std::vector<Tensor>& outs) CV_OVERRIDE;
-private:
-    bool computeGroupCount();
-
-    int global_size_;
-    int nthreads_;
-    float step_x_;
-    float step_y_;
-    bool clip_;
-    int num_priors_;
-    std::vector<float> variance_;
-    std::vector<float> offsets_x_;
-    std::vector<float> offsets_y_;
-    std::vector<float> box_widths_;
-    std::vector<float> box_heights_;
-    int img_h_;
-    int img_w_;
-    int in_h_;
-    int in_w_;
-    int out_channel_;
-    int out_channel_size_;
-    Tensor tensor_offsets_x_;
-    Tensor tensor_offsets_y_;
-    Tensor tensor_widths_;
-    Tensor tensor_heights_;
-    Tensor tensor_variance_;
-};
-
-#endif // HAVE_VULKAN
-
-}}} // namespace cv::dnn::vkcom
-
-#endif // OPENCV_DNN_VKCOM_OP_PRIOR_BOX_HPP

modules/dnn/src/vkcom/include/op_relu.hpp

@@ -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) 2018, Intel Corporation, all rights reserved.
-// Third party copyrights are property of their respective owners.
-
-#ifndef OPENCV_DNN_VKCOM_OP_RELU_HPP
-#define OPENCV_DNN_VKCOM_OP_RELU_HPP
-
-#include "vkcom.hpp"
-#include "op_base.hpp"
-
-namespace cv { namespace dnn { namespace vkcom {
-
-#ifdef HAVE_VULKAN
-
-class OpReLU: public OpBase
-{
-public:
-    OpReLU(const float slope = 1.f);
-    bool forward(Tensor& in, Tensor& out);
-    void reshapeOutTensor(Tensor& in, Tensor& out);
-    virtual bool forward(std::vector<Tensor>& ins,
-                         std::vector<Tensor>& blobs,
-                         std::vector<Tensor>& outs) CV_OVERRIDE;
-private:
-    bool computeGroupCount();
-    int total_;
-    float slope_;
-};
-
-#endif // HAVE_VULKAN
-
-}}} // namespace cv::dnn::vkcom
-
-#endif // OPENCV_DNN_VKCOM_OP_RELU_HPP

modules/dnn/src/vkcom/include/op_softmax.hpp

@@ -1,56 +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) 2018, Intel Corporation, all rights reserved.
-// Third party copyrights are property of their respective owners.
-
-#ifndef OPENCV_DNN_VKCOM_OP_SOFTMAX_HPP
-#define OPENCV_DNN_VKCOM_OP_SOFTMAX_HPP
-
-#include "vkcom.hpp"
-#include "op_base.hpp"
-
-namespace cv { namespace dnn { namespace vkcom {
-
-#ifdef HAVE_VULKAN
-
-struct SoftmaxShaderConfig
-{
-    int local_size_x;
-    int local_size_y;
-    int local_size_z;
-    int block_height;
-    int block_width;
-    int block_depth;
-};
-
-class OpSoftmax: public OpBase
-{
-public:
-    OpSoftmax(const int axis, const bool log_softmax = false);
-    ~OpSoftmax();
-    void reshapeOutTensor(Tensor& in, Tensor& out);
-    bool forward(Tensor& in, Tensor& out);
-    virtual bool forward(std::vector<Tensor>& ins,
-                         std::vector<Tensor>& blobs,
-                         std::vector<Tensor>& outs) CV_OVERRIDE;
-private:
-    bool init(const int axis, const bool log_softmax);
-    bool computeGroupCount();
-
-    int axis_;
-    int channels_;
-    int channel_size_;
-    int outer_size_;
-    bool log_softmax_;
-    SoftmaxShaderConfig config_;
-    Tensor* max_tensor_;
-    Tensor* sum_tensor_;
-};
-
-#endif // HAVE_VULKAN
-
-}}} // namespace cv::dnn::vkcom
-
-#endif // OPENCV_DNN_VKCOM_OP_SOFTMAX_HPP

modules/dnn/src/vkcom/include/pipeline.hpp

@@ -0,0 +1,104 @@
+// 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.
+
+#ifndef OPENCV_PIPELINE_VULKAN_HPP
+#define OPENCV_PIPELINE_VULKAN_HPP
+
+#include "../../precomp.hpp"
+#include "tensor.hpp"
+#include <map>
+#include <queue>
+
+#ifdef HAVE_VULKAN
+#include <vulkan/vulkan.h>
+#endif // HAVE_VULKAN
+
+namespace cv { namespace dnn { namespace vkcom {
+
+#ifdef HAVE_VULKAN
+
+class Pipeline;
+class Descriptor
+{
+public:
+    static Ptr<Descriptor> create(const VkDescriptorPool& pool, const VkDescriptorSet& set,
+                                  Pipeline* _pipeline);
+    ~Descriptor();
+
+    void writeTensor(Tensor tensor, int bindIndex);
+    // the buffer is bond to the device VkMemory.
+    void writeBuffer(VkBuffer buffer, int bindIndex, size_t size, VkDeviceSize offset = 0);
+
+    VkDescriptorSet get() const
+    {
+        return desSet;
+    }
+
+private:
+    friend class Pipeline;
+    Descriptor(const VkDescriptorPool& pool, const VkDescriptorSet& set, Pipeline* _pipeline);
+
+    VkDescriptorPool desPool;
+    VkDescriptorSet desSet;
+    Pipeline* pipeline;
+    // If is true, the deconstruct will release the instance, otherwise, re-use it.
+    bool needRelease = true;
+};
+
+class Pipeline
+{
+public:
+    static Ptr<Pipeline> create(const uint32_t* spv, size_t length, const std::vector<VkDescriptorType>& bufferTypes,
+                                VkPipelineCache& cache, const std::vector<uint32_t>& localSize = std::vector<uint32_t>());
+    ~Pipeline();
+
+    VkPipeline get() const
+    {
+        return pipelineVK;
+    }
+
+    Ptr<Descriptor> createSet();
+
+    void bind(VkCommandBuffer buffer, VkDescriptorSet descriptorSet) const;
+
+    inline VkDescriptorType argType(int index) const
+    {
+        return bufferTypes[index];
+    }
+
+    // To save the descriptor that can be reused.
+    std::queue<std::pair<VkDescriptorPool, VkDescriptorSet> > descriptorPairQueue;
+private:
+    Pipeline(const uint32_t* spv, size_t length, const std::vector<VkDescriptorType>& bufferTypes,
+             VkPipelineCache& cache, const std::vector<uint32_t>& localSize = std::vector<uint32_t>());
+
+    VkPipeline pipelineVK;
+    VkPipelineLayout pipelineLayout;
+    std::vector<VkDescriptorPoolSize> desPoolSize;
+    VkDescriptorSetLayout setLayout;
+    std::vector<VkDescriptorType> bufferTypes;
+};
+
+class PipelineFactory
+{
+public:
+    static Ptr<PipelineFactory> create();
+
+    // Try to retrieve the Pipeline from pipelineCreated, create a new pipeline instance if not found.
+    Ptr<Pipeline> getPipeline(const std::string& key, const std::vector<VkDescriptorType>& types,
+                                const std::vector<uint32_t>& localSize = std::vector<uint32_t>());
+    ~PipelineFactory();
+    void reset();
+
+    void operator=(const PipelineFactory &) = delete;
+    PipelineFactory(PipelineFactory &other) = delete;
+private:
+    PipelineFactory();
+    mutable std::map<std::string, Ptr<Pipeline> > pipelineCreated;
+    VkPipelineCache pipelineCache;
+};
+
+#endif // HAVE_VULKAN
+}}} // namespace cv::dnn::vkcom
+#endif //OPENCV_PIPELINE_VULKAN_HPP

modules/dnn/src/vkcom/include/tensor.hpp

@@ -1,9 +1,6 @@
 // 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) 2018, Intel Corporation, all rights reserved.
-// Third party copyrights are property of their respective owners.
 
 #ifndef OPENCV_DNN_VKCOM_TENSOR_HPP
 #define OPENCV_DNN_VKCOM_TENSOR_HPP
@@ -23,8 +20,9 @@ class Buffer;
 class Tensor
 {
 public:
-    Tensor(Format fmt = kFormatFp32);
-    Tensor(const char* data, std::vector<int>& shape, Format fmt = kFormatFp32);
+    Tensor(Format fmt = kFormatFp32, VkBufferUsageFlags usageFlag = VK_BUFFER_USAGE_STORAGE_BUFFER_BIT);
+    Tensor(const char* data, std::vector<int>& shape, Format fmt = kFormatFp32,
+           VkBufferUsageFlags usageFlag = VK_BUFFER_USAGE_STORAGE_BUFFER_BIT);
     void* map();
     void unMap();
     Shape getShape() const;
@@ -42,14 +40,14 @@ public:
     size_t size() const { return size_in_byte_; }
     bool isEmpty() { return size_in_byte_ == 0 ? true : false; }
     void copyTo(Tensor& dst);
-    std::shared_ptr<Buffer> getBuffer() { return buffer_; }
+    Ptr<Buffer> getBuffer() { return buffer_; }
 
 private:
-    VkDevice device_;
     std::vector<int> shape_;
     size_t size_in_byte_;
-    std::shared_ptr<Buffer> buffer_;
+    Ptr<Buffer> buffer_;
     Format format_;
+    VkBufferUsageFlags usageFlag_;
 };
 
 #endif  // HAVE_VULKAN

modules/dnn/src/vkcom/include/vkcom.hpp

@@ -24,19 +24,17 @@ enum Format{
 };
 
 enum OpType {
+    kOpTypeNull = -1,
     kOpTypeConv,
-    kOpTypePool,
-    kOpTypeDWConv,
-    kOpTypeLRN,
-    kOpTypeConcat,
-    kOpTypeSoftmax,
-    kOpTypeReLU,
-    kOpTypePriorBox,
-    kOpTypePermute,
-    kOpTypeNum
+    kOpTypeMatMul,
+};
+
+enum FusedActivationType {
+    kFusedActivUnsupport = -1,
+    kFusedActivNone = 0,
+    kFusedActivRelu = 1,
+    kFusedActivRelu6 = 2,
 };
-enum PaddingMode { kPaddingModeSame, kPaddingModeValid, kPaddingModeCaffe, kPaddingModeNum };
-enum FusedActivationType { kNone, kRelu, kRelu1, kRelu6, kActivationNum };
 typedef std::vector<int> Shape;
 
 bool isAvailable();
@@ -45,16 +43,13 @@ bool isAvailable();
 
 }}} // namespace cv::dnn::vkcom
 
-#include "tensor.hpp"
 #include "buffer.hpp"
+#include "tensor.hpp"
+#include "context.hpp"
+
+// layer
 #include "op_base.hpp"
-#include "op_concat.hpp"
 #include "op_conv.hpp"
-#include "op_lrn.hpp"
-#include "op_softmax.hpp"
-#include "op_relu.hpp"
-#include "op_pool.hpp"
-#include "op_prior_box.hpp"
-#include "op_permute.hpp"
+#include "op_matmul.hpp"
 
 #endif // OPENCV_DNN_VKCOM_HPP

modules/dnn/src/vkcom/shader/avg_pool.comp

@@ -1,69 +0,0 @@
-#version 450
-#define LOCAL_SZ_X 256
-layout(push_constant) uniform pushBlock {
-      int channels;
-      int in_h;
-      int in_w;
-      int out_h;
-      int out_w;
-      int padding_h;
-      int padding_w;
-      int filter_h;
-      int filter_w;
-      int stride_h;
-      int stride_w;
-      int total;
-      int padded_area;
-} p;
-
-layout(binding = 0) readonly buffer Input0{
-    float in_buffer[];
-};
-
-layout(binding = 1) writeonly buffer Output{
-    float out_buffer[];
-};
-
-layout(local_size_x = LOCAL_SZ_X, local_size_y = 1, local_size_z = 1) in;
-
-void main()
-{
-  int global_size = int(gl_WorkGroupSize.x * gl_NumWorkGroups.x);
-  int gid = int(gl_GlobalInvocationID.x);
-  for (int index = gid; index < p.total; index += global_size)
-  {
-      const int pw = index % p.out_w;
-      const int ph = (index / p.out_w) % p.out_h;
-      const int c = (index / p.out_w / p.out_h) % p.channels;
-      const int n = index / p.out_w / p.out_h / p.channels;
-      int hstart = ph * p.stride_h - p.padding_h;
-      int wstart = pw * p.stride_w - p.padding_w;
-      int hend = min(hstart + p.filter_h, p.in_h + p.padding_h);
-      int wend = min(wstart + p.filter_w, p.in_w + p.padding_w);
-      int pool_size;
-      if (p.padded_area == 1)
-      {
-          pool_size = (hend - hstart) * (wend - wstart);
-          hstart = max(hstart, 0);
-          wstart = max(wstart, 0);
-          hend = min(hend, p.in_h);
-          wend = min(wend, p.in_w);
-      }
-      else
-      {
-          hstart = max(hstart, 0);
-          wstart = max(wstart, 0);
-          hend = min(hend, p.in_h);
-          wend = min(wend, p.in_w);
-          pool_size = (hend - hstart) * (wend - wstart);
-      }
-      float aveval = 0;
-      int off = (n * p.channels + c) * p.in_h * p.in_w;
-      for (int h = hstart; h < hend; ++h) {
-        for (int w = wstart; w < wend; ++w) {
-          aveval += in_buffer[off + h * p.in_w + w];
-        }
-      }
-      out_buffer[index] = aveval / pool_size;
-  }
-}

modules/dnn/src/vkcom/shader/avg_pool_spv.cpp

@@ -1,208 +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) 2018, Intel Corporation, all rights reserved.
-// Third party copyrights are property of their respective owners.
-
-#include "../../precomp.hpp"
-
-namespace cv { namespace dnn { namespace vkcom {
-
-extern const unsigned int avg_pool_spv[1538] = {
-    0x07230203,0x00010000,0x00080001,0x000000f5,0x00000000,0x00020011,0x00000001,0x0006000b,
-    0x00000001,0x4c534c47,0x6474732e,0x3035342e,0x00000000,0x0003000e,0x00000000,0x00000001,
-    0x0007000f,0x00000005,0x00000004,0x6e69616d,0x00000000,0x0000000d,0x00000015,0x00060010,
-    0x00000004,0x00000011,0x00000100,0x00000001,0x00000001,0x00030003,0x00000002,0x000001c2,
-    0x00040005,0x00000004,0x6e69616d,0x00000000,0x00050005,0x00000008,0x626f6c67,0x735f6c61,
-    0x00657a69,0x00070005,0x0000000d,0x4e5f6c67,0x6f576d75,0x72476b72,0x7370756f,0x00000000,
-    0x00030005,0x00000014,0x00646967,0x00080005,0x00000015,0x475f6c67,0x61626f6c,0x766e496c,
-    0x7461636f,0x496e6f69,0x00000044,0x00040005,0x00000019,0x65646e69,0x00000078,0x00050005,
-    0x00000021,0x68737570,0x636f6c42,0x0000006b,0x00060006,0x00000021,0x00000000,0x6e616863,
-    0x736c656e,0x00000000,0x00050006,0x00000021,0x00000001,0x685f6e69,0x00000000,0x00050006,
-    0x00000021,0x00000002,0x775f6e69,0x00000000,0x00050006,0x00000021,0x00000003,0x5f74756f,
-    0x00000068,0x00050006,0x00000021,0x00000004,0x5f74756f,0x00000077,0x00060006,0x00000021,
-    0x00000005,0x64646170,0x5f676e69,0x00000068,0x00060006,0x00000021,0x00000006,0x64646170,
-    0x5f676e69,0x00000077,0x00060006,0x00000021,0x00000007,0x746c6966,0x685f7265,0x00000000,
-    0x00060006,0x00000021,0x00000008,0x746c6966,0x775f7265,0x00000000,0x00060006,0x00000021,
-    0x00000009,0x69727473,0x685f6564,0x00000000,0x00060006,0x00000021,0x0000000a,0x69727473,
-    0x775f6564,0x00000000,0x00050006,0x00000021,0x0000000b,0x61746f74,0x0000006c,0x00060006,
-    0x00000021,0x0000000c,0x64646170,0x615f6465,0x00616572,0x00030005,0x00000023,0x00000070,
-    0x00030005,0x0000002a,0x00007770,0x00030005,0x00000030,0x00006870,0x00030005,0x00000039,
-    0x00000063,0x00030005,0x00000045,0x0000006e,0x00040005,0x00000050,0x61747368,0x00007472,
-    0x00040005,0x0000005a,0x61747377,0x00007472,0x00040005,0x00000064,0x646e6568,0x00000000,
-    0x00040005,0x00000071,0x646e6577,0x00000000,0x00050005,0x00000084,0x6c6f6f70,0x7a69735f,
-    0x00000065,0x00040005,0x000000ae,0x76657661,0x00006c61,0x00030005,0x000000b0,0x0066666f,
-    0x00030005,0x000000bd,0x00000068,0x00030005,0x000000c7,0x00000077,0x00040005,0x000000d2,
-    0x75706e49,0x00003074,0x00060006,0x000000d2,0x00000000,0x625f6e69,0x65666675,0x00000072,
-    0x00030005,0x000000d4,0x00000000,0x00040005,0x000000e7,0x7074754f,0x00007475,0x00060006,
-    0x000000e7,0x00000000,0x5f74756f,0x66667562,0x00007265,0x00030005,0x000000e9,0x00000000,
-    0x00040047,0x0000000d,0x0000000b,0x00000018,0x00040047,0x00000015,0x0000000b,0x0000001c,
-    0x00050048,0x00000021,0x00000000,0x00000023,0x00000000,0x00050048,0x00000021,0x00000001,
-    0x00000023,0x00000004,0x00050048,0x00000021,0x00000002,0x00000023,0x00000008,0x00050048,
-    0x00000021,0x00000003,0x00000023,0x0000000c,0x00050048,0x00000021,0x00000004,0x00000023,
-    0x00000010,0x00050048,0x00000021,0x00000005,0x00000023,0x00000014,0x00050048,0x00000021,
-    0x00000006,0x00000023,0x00000018,0x00050048,0x00000021,0x00000007,0x00000023,0x0000001c,
-    0x00050048,0x00000021,0x00000008,0x00000023,0x00000020,0x00050048,0x00000021,0x00000009,
-    0x00000023,0x00000024,0x00050048,0x00000021,0x0000000a,0x00000023,0x00000028,0x00050048,
-    0x00000021,0x0000000b,0x00000023,0x0000002c,0x00050048,0x00000021,0x0000000c,0x00000023,
-    0x00000030,0x00030047,0x00000021,0x00000002,0x00040047,0x000000d1,0x00000006,0x00000004,
-    0x00040048,0x000000d2,0x00000000,0x00000018,0x00050048,0x000000d2,0x00000000,0x00000023,
-    0x00000000,0x00030047,0x000000d2,0x00000003,0x00040047,0x000000d4,0x00000022,0x00000000,
-    0x00040047,0x000000d4,0x00000021,0x00000000,0x00040047,0x000000e6,0x00000006,0x00000004,
-    0x00040048,0x000000e7,0x00000000,0x00000019,0x00050048,0x000000e7,0x00000000,0x00000023,
-    0x00000000,0x00030047,0x000000e7,0x00000003,0x00040047,0x000000e9,0x00000022,0x00000000,
-    0x00040047,0x000000e9,0x00000021,0x00000001,0x00040047,0x000000f4,0x0000000b,0x00000019,
-    0x00020013,0x00000002,0x00030021,0x00000003,0x00000002,0x00040015,0x00000006,0x00000020,
-    0x00000001,0x00040020,0x00000007,0x00000007,0x00000006,0x00040015,0x00000009,0x00000020,
-    0x00000000,0x0004002b,0x00000009,0x0000000a,0x00000100,0x00040017,0x0000000b,0x00000009,
-    0x00000003,0x00040020,0x0000000c,0x00000001,0x0000000b,0x0004003b,0x0000000c,0x0000000d,
-    0x00000001,0x0004002b,0x00000009,0x0000000e,0x00000000,0x00040020,0x0000000f,0x00000001,
-    0x00000009,0x0004003b,0x0000000c,0x00000015,0x00000001,0x000f001e,0x00000021,0x00000006,
-    0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,
-    0x00000006,0x00000006,0x00000006,0x00000006,0x00040020,0x00000022,0x00000009,0x00000021,
-    0x0004003b,0x00000022,0x00000023,0x00000009,0x0004002b,0x00000006,0x00000024,0x0000000b,
-    0x00040020,0x00000025,0x00000009,0x00000006,0x00020014,0x00000028,0x0004002b,0x00000006,
-    0x0000002c,0x00000004,0x0004002b,0x00000006,0x00000035,0x00000003,0x0004002b,0x00000006,
-    0x00000041,0x00000000,0x0004002b,0x00000006,0x00000052,0x00000009,0x0004002b,0x00000006,
-    0x00000056,0x00000005,0x0004002b,0x00000006,0x0000005c,0x0000000a,0x0004002b,0x00000006,
-    0x00000060,0x00000006,0x0004002b,0x00000006,0x00000066,0x00000007,0x0004002b,0x00000006,
-    0x0000006a,0x00000001,0x0004002b,0x00000006,0x00000073,0x00000008,0x0004002b,0x00000006,
-    0x00000077,0x00000002,0x0004002b,0x00000006,0x0000007e,0x0000000c,0x00030016,0x000000ac,
-    0x00000020,0x00040020,0x000000ad,0x00000007,0x000000ac,0x0004002b,0x000000ac,0x000000af,
-    0x00000000,0x0003001d,0x000000d1,0x000000ac,0x0003001e,0x000000d2,0x000000d1,0x00040020,
-    0x000000d3,0x00000002,0x000000d2,0x0004003b,0x000000d3,0x000000d4,0x00000002,0x00040020,
-    0x000000dd,0x00000002,0x000000ac,0x0003001d,0x000000e6,0x000000ac,0x0003001e,0x000000e7,
-    0x000000e6,0x00040020,0x000000e8,0x00000002,0x000000e7,0x0004003b,0x000000e8,0x000000e9,
-    0x00000002,0x0004002b,0x00000009,0x000000f3,0x00000001,0x0006002c,0x0000000b,0x000000f4,
-    0x0000000a,0x000000f3,0x000000f3,0x00050036,0x00000002,0x00000004,0x00000000,0x00000003,
-    0x000200f8,0x00000005,0x0004003b,0x00000007,0x00000008,0x00000007,0x0004003b,0x00000007,
-    0x00000014,0x00000007,0x0004003b,0x00000007,0x00000019,0x00000007,0x0004003b,0x00000007,
-    0x0000002a,0x00000007,0x0004003b,0x00000007,0x00000030,0x00000007,0x0004003b,0x00000007,
-    0x00000039,0x00000007,0x0004003b,0x00000007,0x00000045,0x00000007,0x0004003b,0x00000007,
-    0x00000050,0x00000007,0x0004003b,0x00000007,0x0000005a,0x00000007,0x0004003b,0x00000007,
-    0x00000064,0x00000007,0x0004003b,0x00000007,0x00000071,0x00000007,0x0004003b,0x00000007,
-    0x00000084,0x00000007,0x0004003b,0x000000ad,0x000000ae,0x00000007,0x0004003b,0x00000007,
-    0x000000b0,0x00000007,0x0004003b,0x00000007,0x000000bd,0x00000007,0x0004003b,0x00000007,
-    0x000000c7,0x00000007,0x00050041,0x0000000f,0x00000010,0x0000000d,0x0000000e,0x0004003d,
-    0x00000009,0x00000011,0x00000010,0x00050084,0x00000009,0x00000012,0x0000000a,0x00000011,
-    0x0004007c,0x00000006,0x00000013,0x00000012,0x0003003e,0x00000008,0x00000013,0x00050041,
-    0x0000000f,0x00000016,0x00000015,0x0000000e,0x0004003d,0x00000009,0x00000017,0x00000016,
-    0x0004007c,0x00000006,0x00000018,0x00000017,0x0003003e,0x00000014,0x00000018,0x0004003d,
-    0x00000006,0x0000001a,0x00000014,0x0003003e,0x00000019,0x0000001a,0x000200f9,0x0000001b,
-    0x000200f8,0x0000001b,0x000400f6,0x0000001d,0x0000001e,0x00000000,0x000200f9,0x0000001f,
-    0x000200f8,0x0000001f,0x0004003d,0x00000006,0x00000020,0x00000019,0x00050041,0x00000025,
-    0x00000026,0x00000023,0x00000024,0x0004003d,0x00000006,0x00000027,0x00000026,0x000500b1,
-    0x00000028,0x00000029,0x00000020,0x00000027,0x000400fa,0x00000029,0x0000001c,0x0000001d,
-    0x000200f8,0x0000001c,0x0004003d,0x00000006,0x0000002b,0x00000019,0x00050041,0x00000025,
-    0x0000002d,0x00000023,0x0000002c,0x0004003d,0x00000006,0x0000002e,0x0000002d,0x0005008b,
-    0x00000006,0x0000002f,0x0000002b,0x0000002e,0x0003003e,0x0000002a,0x0000002f,0x0004003d,
-    0x00000006,0x00000031,0x00000019,0x00050041,0x00000025,0x00000032,0x00000023,0x0000002c,
-    0x0004003d,0x00000006,0x00000033,0x00000032,0x00050087,0x00000006,0x00000034,0x00000031,
-    0x00000033,0x00050041,0x00000025,0x00000036,0x00000023,0x00000035,0x0004003d,0x00000006,
-    0x00000037,0x00000036,0x0005008b,0x00000006,0x00000038,0x00000034,0x00000037,0x0003003e,
-    0x00000030,0x00000038,0x0004003d,0x00000006,0x0000003a,0x00000019,0x00050041,0x00000025,
-    0x0000003b,0x00000023,0x0000002c,0x0004003d,0x00000006,0x0000003c,0x0000003b,0x00050087,
-    0x00000006,0x0000003d,0x0000003a,0x0000003c,0x00050041,0x00000025,0x0000003e,0x00000023,
-    0x00000035,0x0004003d,0x00000006,0x0000003f,0x0000003e,0x00050087,0x00000006,0x00000040,
-    0x0000003d,0x0000003f,0x00050041,0x00000025,0x00000042,0x00000023,0x00000041,0x0004003d,
-    0x00000006,0x00000043,0x00000042,0x0005008b,0x00000006,0x00000044,0x00000040,0x00000043,
-    0x0003003e,0x00000039,0x00000044,0x0004003d,0x00000006,0x00000046,0x00000019,0x00050041,
-    0x00000025,0x00000047,0x00000023,0x0000002c,0x0004003d,0x00000006,0x00000048,0x00000047,
-    0x00050087,0x00000006,0x00000049,0x00000046,0x00000048,0x00050041,0x00000025,0x0000004a,
-    0x00000023,0x00000035,0x0004003d,0x00000006,0x0000004b,0x0000004a,0x00050087,0x00000006,
-    0x0000004c,0x00000049,0x0000004b,0x00050041,0x00000025,0x0000004d,0x00000023,0x00000041,
-    0x0004003d,0x00000006,0x0000004e,0x0000004d,0x00050087,0x00000006,0x0000004f,0x0000004c,
-    0x0000004e,0x0003003e,0x00000045,0x0000004f,0x0004003d,0x00000006,0x00000051,0x00000030,
-    0x00050041,0x00000025,0x00000053,0x00000023,0x00000052,0x0004003d,0x00000006,0x00000054,
-    0x00000053,0x00050084,0x00000006,0x00000055,0x00000051,0x00000054,0x00050041,0x00000025,
-    0x00000057,0x00000023,0x00000056,0x0004003d,0x00000006,0x00000058,0x00000057,0x00050082,
-    0x00000006,0x00000059,0x00000055,0x00000058,0x0003003e,0x00000050,0x00000059,0x0004003d,
-    0x00000006,0x0000005b,0x0000002a,0x00050041,0x00000025,0x0000005d,0x00000023,0x0000005c,
-    0x0004003d,0x00000006,0x0000005e,0x0000005d,0x00050084,0x00000006,0x0000005f,0x0000005b,
-    0x0000005e,0x00050041,0x00000025,0x00000061,0x00000023,0x00000060,0x0004003d,0x00000006,
-    0x00000062,0x00000061,0x00050082,0x00000006,0x00000063,0x0000005f,0x00000062,0x0003003e,
-    0x0000005a,0x00000063,0x0004003d,0x00000006,0x00000065,0x00000050,0x00050041,0x00000025,
-    0x00000067,0x00000023,0x00000066,0x0004003d,0x00000006,0x00000068,0x00000067,0x00050080,
-    0x00000006,0x00000069,0x00000065,0x00000068,0x00050041,0x00000025,0x0000006b,0x00000023,
-    0x0000006a,0x0004003d,0x00000006,0x0000006c,0x0000006b,0x00050041,0x00000025,0x0000006d,
-    0x00000023,0x00000056,0x0004003d,0x00000006,0x0000006e,0x0000006d,0x00050080,0x00000006,
-    0x0000006f,0x0000006c,0x0000006e,0x0007000c,0x00000006,0x00000070,0x00000001,0x00000027,
-    0x00000069,0x0000006f,0x0003003e,0x00000064,0x00000070,0x0004003d,0x00000006,0x00000072,
-    0x0000005a,0x00050041,0x00000025,0x00000074,0x00000023,0x00000073,0x0004003d,0x00000006,
-    0x00000075,0x00000074,0x00050080,0x00000006,0x00000076,0x00000072,0x00000075,0x00050041,
-    0x00000025,0x00000078,0x00000023,0x00000077,0x0004003d,0x00000006,0x00000079,0x00000078,
-    0x00050041,0x00000025,0x0000007a,0x00000023,0x00000060,0x0004003d,0x00000006,0x0000007b,
-    0x0000007a,0x00050080,0x00000006,0x0000007c,0x00000079,0x0000007b,0x0007000c,0x00000006,
-    0x0000007d,0x00000001,0x00000027,0x00000076,0x0000007c,0x0003003e,0x00000071,0x0000007d,
-    0x00050041,0x00000025,0x0000007f,0x00000023,0x0000007e,0x0004003d,0x00000006,0x00000080,
-    0x0000007f,0x000500aa,0x00000028,0x00000081,0x00000080,0x0000006a,0x000300f7,0x00000083,
-    0x00000000,0x000400fa,0x00000081,0x00000082,0x00000098,0x000200f8,0x00000082,0x0004003d,
-    0x00000006,0x00000085,0x00000064,0x0004003d,0x00000006,0x00000086,0x00000050,0x00050082,
-    0x00000006,0x00000087,0x00000085,0x00000086,0x0004003d,0x00000006,0x00000088,0x00000071,
-    0x0004003d,0x00000006,0x00000089,0x0000005a,0x00050082,0x00000006,0x0000008a,0x00000088,
-    0x00000089,0x00050084,0x00000006,0x0000008b,0x00000087,0x0000008a,0x0003003e,0x00000084,
-    0x0000008b,0x0004003d,0x00000006,0x0000008c,0x00000050,0x0007000c,0x00000006,0x0000008d,
-    0x00000001,0x0000002a,0x0000008c,0x00000041,0x0003003e,0x00000050,0x0000008d,0x0004003d,
-    0x00000006,0x0000008e,0x0000005a,0x0007000c,0x00000006,0x0000008f,0x00000001,0x0000002a,
-    0x0000008e,0x00000041,0x0003003e,0x0000005a,0x0000008f,0x0004003d,0x00000006,0x00000090,
-    0x00000064,0x00050041,0x00000025,0x00000091,0x00000023,0x0000006a,0x0004003d,0x00000006,
-    0x00000092,0x00000091,0x0007000c,0x00000006,0x00000093,0x00000001,0x00000027,0x00000090,
-    0x00000092,0x0003003e,0x00000064,0x00000093,0x0004003d,0x00000006,0x00000094,0x00000071,
-    0x00050041,0x00000025,0x00000095,0x00000023,0x00000077,0x0004003d,0x00000006,0x00000096,
-    0x00000095,0x0007000c,0x00000006,0x00000097,0x00000001,0x00000027,0x00000094,0x00000096,
-    0x0003003e,0x00000071,0x00000097,0x000200f9,0x00000083,0x000200f8,0x00000098,0x0004003d,
-    0x00000006,0x00000099,0x00000050,0x0007000c,0x00000006,0x0000009a,0x00000001,0x0000002a,
-    0x00000099,0x00000041,0x0003003e,0x00000050,0x0000009a,0x0004003d,0x00000006,0x0000009b,
-    0x0000005a,0x0007000c,0x00000006,0x0000009c,0x00000001,0x0000002a,0x0000009b,0x00000041,
-    0x0003003e,0x0000005a,0x0000009c,0x0004003d,0x00000006,0x0000009d,0x00000064,0x00050041,
-    0x00000025,0x0000009e,0x00000023,0x0000006a,0x0004003d,0x00000006,0x0000009f,0x0000009e,
-    0x0007000c,0x00000006,0x000000a0,0x00000001,0x00000027,0x0000009d,0x0000009f,0x0003003e,
-    0x00000064,0x000000a0,0x0004003d,0x00000006,0x000000a1,0x00000071,0x00050041,0x00000025,
-    0x000000a2,0x00000023,0x00000077,0x0004003d,0x00000006,0x000000a3,0x000000a2,0x0007000c,
-    0x00000006,0x000000a4,0x00000001,0x00000027,0x000000a1,0x000000a3,0x0003003e,0x00000071,
-    0x000000a4,0x0004003d,0x00000006,0x000000a5,0x00000064,0x0004003d,0x00000006,0x000000a6,
-    0x00000050,0x00050082,0x00000006,0x000000a7,0x000000a5,0x000000a6,0x0004003d,0x00000006,
-    0x000000a8,0x00000071,0x0004003d,0x00000006,0x000000a9,0x0000005a,0x00050082,0x00000006,
-    0x000000aa,0x000000a8,0x000000a9,0x00050084,0x00000006,0x000000ab,0x000000a7,0x000000aa,
-    0x0003003e,0x00000084,0x000000ab,0x000200f9,0x00000083,0x000200f8,0x00000083,0x0003003e,
-    0x000000ae,0x000000af,0x0004003d,0x00000006,0x000000b1,0x00000045,0x00050041,0x00000025,
-    0x000000b2,0x00000023,0x00000041,0x0004003d,0x00000006,0x000000b3,0x000000b2,0x00050084,
-    0x00000006,0x000000b4,0x000000b1,0x000000b3,0x0004003d,0x00000006,0x000000b5,0x00000039,
-    0x00050080,0x00000006,0x000000b6,0x000000b4,0x000000b5,0x00050041,0x00000025,0x000000b7,
-    0x00000023,0x0000006a,0x0004003d,0x00000006,0x000000b8,0x000000b7,0x00050084,0x00000006,
-    0x000000b9,0x000000b6,0x000000b8,0x00050041,0x00000025,0x000000ba,0x00000023,0x00000077,
-    0x0004003d,0x00000006,0x000000bb,0x000000ba,0x00050084,0x00000006,0x000000bc,0x000000b9,
-    0x000000bb,0x0003003e,0x000000b0,0x000000bc,0x0004003d,0x00000006,0x000000be,0x00000050,
-    0x0003003e,0x000000bd,0x000000be,0x000200f9,0x000000bf,0x000200f8,0x000000bf,0x000400f6,
-    0x000000c1,0x000000c2,0x00000000,0x000200f9,0x000000c3,0x000200f8,0x000000c3,0x0004003d,
-    0x00000006,0x000000c4,0x000000bd,0x0004003d,0x00000006,0x000000c5,0x00000064,0x000500b1,
-    0x00000028,0x000000c6,0x000000c4,0x000000c5,0x000400fa,0x000000c6,0x000000c0,0x000000c1,
-    0x000200f8,0x000000c0,0x0004003d,0x00000006,0x000000c8,0x0000005a,0x0003003e,0x000000c7,
-    0x000000c8,0x000200f9,0x000000c9,0x000200f8,0x000000c9,0x000400f6,0x000000cb,0x000000cc,
-    0x00000000,0x000200f9,0x000000cd,0x000200f8,0x000000cd,0x0004003d,0x00000006,0x000000ce,
-    0x000000c7,0x0004003d,0x00000006,0x000000cf,0x00000071,0x000500b1,0x00000028,0x000000d0,
-    0x000000ce,0x000000cf,0x000400fa,0x000000d0,0x000000ca,0x000000cb,0x000200f8,0x000000ca,
-    0x0004003d,0x00000006,0x000000d5,0x000000b0,0x0004003d,0x00000006,0x000000d6,0x000000bd,
-    0x00050041,0x00000025,0x000000d7,0x00000023,0x00000077,0x0004003d,0x00000006,0x000000d8,
-    0x000000d7,0x00050084,0x00000006,0x000000d9,0x000000d6,0x000000d8,0x00050080,0x00000006,
-    0x000000da,0x000000d5,0x000000d9,0x0004003d,0x00000006,0x000000db,0x000000c7,0x00050080,
-    0x00000006,0x000000dc,0x000000da,0x000000db,0x00060041,0x000000dd,0x000000de,0x000000d4,
-    0x00000041,0x000000dc,0x0004003d,0x000000ac,0x000000df,0x000000de,0x0004003d,0x000000ac,
-    0x000000e0,0x000000ae,0x00050081,0x000000ac,0x000000e1,0x000000e0,0x000000df,0x0003003e,
-    0x000000ae,0x000000e1,0x000200f9,0x000000cc,0x000200f8,0x000000cc,0x0004003d,0x00000006,
-    0x000000e2,0x000000c7,0x00050080,0x00000006,0x000000e3,0x000000e2,0x0000006a,0x0003003e,
-    0x000000c7,0x000000e3,0x000200f9,0x000000c9,0x000200f8,0x000000cb,0x000200f9,0x000000c2,
-    0x000200f8,0x000000c2,0x0004003d,0x00000006,0x000000e4,0x000000bd,0x00050080,0x00000006,
-    0x000000e5,0x000000e4,0x0000006a,0x0003003e,0x000000bd,0x000000e5,0x000200f9,0x000000bf,
-    0x000200f8,0x000000c1,0x0004003d,0x00000006,0x000000ea,0x00000019,0x0004003d,0x000000ac,
-    0x000000eb,0x000000ae,0x0004003d,0x00000006,0x000000ec,0x00000084,0x0004006f,0x000000ac,
-    0x000000ed,0x000000ec,0x00050088,0x000000ac,0x000000ee,0x000000eb,0x000000ed,0x00060041,
-    0x000000dd,0x000000ef,0x000000e9,0x00000041,0x000000ea,0x0003003e,0x000000ef,0x000000ee,
-    0x000200f9,0x0000001e,0x000200f8,0x0000001e,0x0004003d,0x00000006,0x000000f0,0x00000008,
-    0x0004003d,0x00000006,0x000000f1,0x00000019,0x00050080,0x00000006,0x000000f2,0x000000f1,
-    0x000000f0,0x0003003e,0x00000019,0x000000f2,0x000200f9,0x0000001b,0x000200f8,0x0000001d,
-    0x000100fd,0x00010038
-};
-
-}}} // namespace cv::dnn::vkcom

modules/dnn/src/vkcom/shader/concat.comp

@@ -1,29 +0,0 @@
-#version 450
-#define LOCAL_SZ_X 256
-
-layout(push_constant) uniform pushBlock {
-    int out_concat_axis;
-    int accumulated_concat_axis;
-    int concat_size;
-    int total_concat_size;
-    int thread_num;
-} p;
-
-layout(binding = 0) readonly buffer Input0{
-    float data[];
-} src;
-layout(binding = 1) writeonly buffer Output{
-    float data[];
-} dst;
-layout(local_size_x = LOCAL_SZ_X, local_size_y = 1, local_size_z = 1) in;
-void main()
-{
-  int index = int(gl_GlobalInvocationID.x);
-  if (index < p.thread_num)
-  {
-    int concat_num = index / p.total_concat_size;
-    int concat_index = index % p.total_concat_size;
-    int out_index = concat_index + (concat_num * p.out_concat_axis + p.accumulated_concat_axis) * p.concat_size;
-    dst.data[out_index] = src.data[index];
-  }
-}

modules/dnn/src/vkcom/shader/concat_spv.cpp

@@ -1,83 +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) 2018, Intel Corporation, all rights reserved.
-// Third party copyrights are property of their respective owners.
-
-#include "../../precomp.hpp"
-
-namespace cv { namespace dnn { namespace vkcom {
-
-extern const unsigned int concat_spv[541] = {
-    0x07230203,0x00010000,0x00080001,0x0000004b,0x00000000,0x00020011,0x00000001,0x0006000b,
-    0x00000001,0x4c534c47,0x6474732e,0x3035342e,0x00000000,0x0003000e,0x00000000,0x00000001,
-    0x0006000f,0x00000005,0x00000004,0x6e69616d,0x00000000,0x0000000c,0x00060010,0x00000004,
-    0x00000011,0x00000100,0x00000001,0x00000001,0x00030003,0x00000002,0x000001c2,0x00040005,
-    0x00000004,0x6e69616d,0x00000000,0x00040005,0x00000008,0x65646e69,0x00000078,0x00080005,
-    0x0000000c,0x475f6c67,0x61626f6c,0x766e496c,0x7461636f,0x496e6f69,0x00000044,0x00050005,
-    0x00000013,0x68737570,0x636f6c42,0x0000006b,0x00070006,0x00000013,0x00000000,0x5f74756f,
-    0x636e6f63,0x615f7461,0x00736978,0x00090006,0x00000013,0x00000001,0x75636361,0x616c756d,
-    0x5f646574,0x636e6f63,0x615f7461,0x00736978,0x00060006,0x00000013,0x00000002,0x636e6f63,
-    0x735f7461,0x00657a69,0x00080006,0x00000013,0x00000003,0x61746f74,0x6f635f6c,0x7461636e,
-    0x7a69735f,0x00000065,0x00060006,0x00000013,0x00000004,0x65726874,0x6e5f6461,0x00006d75,
-    0x00030005,0x00000015,0x00000070,0x00050005,0x0000001e,0x636e6f63,0x6e5f7461,0x00006d75,
-    0x00060005,0x00000024,0x636e6f63,0x695f7461,0x7865646e,0x00000000,0x00050005,0x00000029,
-    0x5f74756f,0x65646e69,0x00000078,0x00040005,0x0000003b,0x7074754f,0x00007475,0x00050006,
-    0x0000003b,0x00000000,0x61746164,0x00000000,0x00030005,0x0000003d,0x00747364,0x00040005,
-    0x00000040,0x75706e49,0x00003074,0x00050006,0x00000040,0x00000000,0x61746164,0x00000000,
-    0x00030005,0x00000042,0x00637273,0x00040047,0x0000000c,0x0000000b,0x0000001c,0x00050048,
-    0x00000013,0x00000000,0x00000023,0x00000000,0x00050048,0x00000013,0x00000001,0x00000023,
-    0x00000004,0x00050048,0x00000013,0x00000002,0x00000023,0x00000008,0x00050048,0x00000013,
-    0x00000003,0x00000023,0x0000000c,0x00050048,0x00000013,0x00000004,0x00000023,0x00000010,
-    0x00030047,0x00000013,0x00000002,0x00040047,0x0000003a,0x00000006,0x00000004,0x00040048,
-    0x0000003b,0x00000000,0x00000019,0x00050048,0x0000003b,0x00000000,0x00000023,0x00000000,
-    0x00030047,0x0000003b,0x00000003,0x00040047,0x0000003d,0x00000022,0x00000000,0x00040047,
-    0x0000003d,0x00000021,0x00000001,0x00040047,0x0000003f,0x00000006,0x00000004,0x00040048,
-    0x00000040,0x00000000,0x00000018,0x00050048,0x00000040,0x00000000,0x00000023,0x00000000,
-    0x00030047,0x00000040,0x00000003,0x00040047,0x00000042,0x00000022,0x00000000,0x00040047,
-    0x00000042,0x00000021,0x00000000,0x00040047,0x0000004a,0x0000000b,0x00000019,0x00020013,
-    0x00000002,0x00030021,0x00000003,0x00000002,0x00040015,0x00000006,0x00000020,0x00000001,
-    0x00040020,0x00000007,0x00000007,0x00000006,0x00040015,0x00000009,0x00000020,0x00000000,
-    0x00040017,0x0000000a,0x00000009,0x00000003,0x00040020,0x0000000b,0x00000001,0x0000000a,
-    0x0004003b,0x0000000b,0x0000000c,0x00000001,0x0004002b,0x00000009,0x0000000d,0x00000000,
-    0x00040020,0x0000000e,0x00000001,0x00000009,0x0007001e,0x00000013,0x00000006,0x00000006,
-    0x00000006,0x00000006,0x00000006,0x00040020,0x00000014,0x00000009,0x00000013,0x0004003b,
-    0x00000014,0x00000015,0x00000009,0x0004002b,0x00000006,0x00000016,0x00000004,0x00040020,
-    0x00000017,0x00000009,0x00000006,0x00020014,0x0000001a,0x0004002b,0x00000006,0x00000020,
-    0x00000003,0x0004002b,0x00000006,0x0000002c,0x00000000,0x0004002b,0x00000006,0x00000030,
-    0x00000001,0x0004002b,0x00000006,0x00000034,0x00000002,0x00030016,0x00000039,0x00000020,
-    0x0003001d,0x0000003a,0x00000039,0x0003001e,0x0000003b,0x0000003a,0x00040020,0x0000003c,
-    0x00000002,0x0000003b,0x0004003b,0x0000003c,0x0000003d,0x00000002,0x0003001d,0x0000003f,
-    0x00000039,0x0003001e,0x00000040,0x0000003f,0x00040020,0x00000041,0x00000002,0x00000040,
-    0x0004003b,0x00000041,0x00000042,0x00000002,0x00040020,0x00000044,0x00000002,0x00000039,
-    0x0004002b,0x00000009,0x00000048,0x00000100,0x0004002b,0x00000009,0x00000049,0x00000001,
-    0x0006002c,0x0000000a,0x0000004a,0x00000048,0x00000049,0x00000049,0x00050036,0x00000002,
-    0x00000004,0x00000000,0x00000003,0x000200f8,0x00000005,0x0004003b,0x00000007,0x00000008,
-    0x00000007,0x0004003b,0x00000007,0x0000001e,0x00000007,0x0004003b,0x00000007,0x00000024,
-    0x00000007,0x0004003b,0x00000007,0x00000029,0x00000007,0x00050041,0x0000000e,0x0000000f,
-    0x0000000c,0x0000000d,0x0004003d,0x00000009,0x00000010,0x0000000f,0x0004007c,0x00000006,
-    0x00000011,0x00000010,0x0003003e,0x00000008,0x00000011,0x0004003d,0x00000006,0x00000012,
-    0x00000008,0x00050041,0x00000017,0x00000018,0x00000015,0x00000016,0x0004003d,0x00000006,
-    0x00000019,0x00000018,0x000500b1,0x0000001a,0x0000001b,0x00000012,0x00000019,0x000300f7,
-    0x0000001d,0x00000000,0x000400fa,0x0000001b,0x0000001c,0x0000001d,0x000200f8,0x0000001c,
-    0x0004003d,0x00000006,0x0000001f,0x00000008,0x00050041,0x00000017,0x00000021,0x00000015,
-    0x00000020,0x0004003d,0x00000006,0x00000022,0x00000021,0x00050087,0x00000006,0x00000023,
-    0x0000001f,0x00000022,0x0003003e,0x0000001e,0x00000023,0x0004003d,0x00000006,0x00000025,
-    0x00000008,0x00050041,0x00000017,0x00000026,0x00000015,0x00000020,0x0004003d,0x00000006,
-    0x00000027,0x00000026,0x0005008b,0x00000006,0x00000028,0x00000025,0x00000027,0x0003003e,
-    0x00000024,0x00000028,0x0004003d,0x00000006,0x0000002a,0x00000024,0x0004003d,0x00000006,
-    0x0000002b,0x0000001e,0x00050041,0x00000017,0x0000002d,0x00000015,0x0000002c,0x0004003d,
-    0x00000006,0x0000002e,0x0000002d,0x00050084,0x00000006,0x0000002f,0x0000002b,0x0000002e,
-    0x00050041,0x00000017,0x00000031,0x00000015,0x00000030,0x0004003d,0x00000006,0x00000032,
-    0x00000031,0x00050080,0x00000006,0x00000033,0x0000002f,0x00000032,0x00050041,0x00000017,
-    0x00000035,0x00000015,0x00000034,0x0004003d,0x00000006,0x00000036,0x00000035,0x00050084,
-    0x00000006,0x00000037,0x00000033,0x00000036,0x00050080,0x00000006,0x00000038,0x0000002a,
-    0x00000037,0x0003003e,0x00000029,0x00000038,0x0004003d,0x00000006,0x0000003e,0x00000029,
-    0x0004003d,0x00000006,0x00000043,0x00000008,0x00060041,0x00000044,0x00000045,0x00000042,
-    0x0000002c,0x00000043,0x0004003d,0x00000039,0x00000046,0x00000045,0x00060041,0x00000044,
-    0x00000047,0x0000003d,0x0000002c,0x0000003e,0x0003003e,0x00000047,0x00000046,0x000200f9,
-    0x0000001d,0x000200f8,0x0000001d,0x000100fd,0x00010038
-};
-
-}}} // namespace cv::dnn::vkcom

modules/dnn/src/vkcom/shader/conv.comp

@@ -1,76 +0,0 @@
-#version 450
-#define LOCAL_SZ_X 256
-layout(binding = 0) readonly buffer Input0{
-    float image_data[];
-};
-layout(binding = 1) readonly buffer Input1 {
-    float bias_data[];
-};
-layout(binding = 2) readonly buffer Input3{
-    float weight_data[];
-};
-layout(binding = 3) writeonly buffer Output{
-    float convolved_image_data[];
-};
-
-layout(push_constant) uniform pushBlock {
-    int in_h;
-    int in_w;
-    int out_h;
-    int out_w;
-    int stride_h;
-    int stride_w;
-    int pad_h;
-    int pad_w;
-    int filter_h;
-    int filter_w;
-    int dilation_h;
-    int dilation_w;
-    int channels;
-    int batch;
-    int has_bias;
-    int M;
-    int K;
-    int N;
-    int basic_shader_batch_idx;
-    int basic_shader_partition_idx;
-    int basic_shader_partition_size;
-} p;
-
-layout(local_size_x = LOCAL_SZ_X, local_size_y = 1, local_size_z = 1) in;
-void main()
-{
-    int gx = int(gl_GlobalInvocationID.x);
-    int gy = int(gl_GlobalInvocationID.y) + p.basic_shader_partition_idx * p.basic_shader_partition_size;
-    int gz = p.basic_shader_batch_idx;
-    if(gx < p.M && gy < p.N)
-    {
-        float sum = 0.0f;
-        int output_y = gx / p.out_w;
-        int output_x = gx % p.out_w;
-        int org_y = output_y * p.stride_h - p.pad_h;
-        int org_x = output_x * p.stride_w - p.pad_w;
-        int weight_off = gy * p.K;
-        int input_off = gz * p.in_h * p.in_w * p.channels + (org_y * p.in_w + org_x);
-        for(int c = 0; c < p.channels; c++)
-        {
-            for(int y = 0; y < p.filter_h; y++)
-            {
-                for(int x = 0; x < p.filter_w; x++)
-                {
-                    if((org_y + y * p.dilation_h >= 0) && (org_y + y * p.dilation_h < p.in_h) && (org_x + x * p.dilation_w >= 0) && (org_x + x * p.dilation_w < p.in_w))
-                    {
-                        sum += image_data[input_off + x * p.dilation_w] * weight_data[weight_off + x];
-                    }
-                }
-                input_off += p.in_w * p.dilation_h;
-                weight_off += p.filter_w;
-            }
-            input_off += p.in_h * p.in_w - p.in_w * p.filter_h * p.dilation_h;
-        }
-        int offset = gz * p.M * p.N + gx  + gy * p.M;
-        if (p.has_bias == 1)
-            sum += bias_data[gy];
-        convolved_image_data[offset] = sum;
-    }
-}

modules/dnn/src/vkcom/shader/conv48.comp

@@ -1,140 +0,0 @@
-#version 450
-
-layout (constant_id = 0) const int LOCAL_SZ_X = 0;
-layout (constant_id = 1) const int LOCAL_SZ_Y = 0;
-layout (constant_id = 2) const int LOCAL_SZ_Z = 0;
-layout (constant_id = 3) const int IN_H = 0;
-layout (constant_id = 4) const int IN_W = 0;
-layout (constant_id = 5) const int OUT_W = 0;
-layout (constant_id = 6) const int STRIDE_H = 0;
-layout (constant_id = 7) const int STRIDE_W = 0;
-layout (constant_id = 8) const int PAD_H = 0;
-layout (constant_id = 9) const int PAD_W = 0;
-layout (constant_id = 10) const int FILTER_H = 0;
-layout (constant_id = 11) const int FILTER_W = 0;
-layout (constant_id = 12) const int CHANNELS = 0;
-layout (constant_id = 13) const int BATCH = 0;
-layout (constant_id = 14) const int M = 0;
-layout (constant_id = 15) const int K = 0;
-layout (constant_id = 16) const int N = 0;
-layout (constant_id = 17) const int TAIL_M = 0;
-layout (constant_id = 18) const int DILATION_H = 0;
-layout (constant_id = 19) const int DILATION_W = 0;
-
-#if defined(ACTIVATION_RELU)
-#define ACTIVATION_FUNCTION(x)  clamp(x, vec4(0.0), vec4(999999999.0))
-#elif defined(ACTIVATION_RELU1)
-#define ACTIVATION_FUNCTION(x)  clamp(x, vec4(-1.0), vec4(1.0))
-#elif defined(ACTIVATION_RELU6)
-#define ACTIVATION_FUNCTION(x)  clamp(x, vec4(0.0), vec4(6.0))
-#else
-#define ACTIVATION_FUNCTION(x)  (x)
-#endif
-
-layout(binding = 0) readonly buffer Input0{
-    float data[];
-} src0;
-layout(binding = 1) readonly buffer Input1 {
-    vec4 data[];
-} bias;
-layout(binding = 2) readonly buffer Input3{
-    vec4 data[];
-} src1;
-layout(binding = 3) writeonly buffer Output{
-    vec4 data[];
-} out0;
-
-layout(local_size_x_id = 0, local_size_y_id = 1, local_size_z_id = 2) in;
-
-#define VEC_SIZE 4
-#define BLOCK_H 4
-#define BLOCK_W 8
-#define FILTER_AREA (FILTER_H * FILTER_W)
-#define LOAD_A(elm_idx, a_component) \
-            src0_x = org_x + ((i * VEC_SIZE + elm_idx) % FILTER_W) * DILATION_W; \
-            src0_y = org_y + (((i * VEC_SIZE + elm_idx) % FILTER_AREA) / FILTER_W) * DILATION_H; \
-            src0_z = (i * VEC_SIZE + elm_idx) / FILTER_AREA; \
-            if(src0_y >= 0 && src0_y < IN_H && src0_x >= 0 && src0_x < IN_W) \
-            { \
-                a_component = src0.data[input_batch_offset + src0_z * (IN_H * IN_W) + src0_y * IN_W + src0_x]; \
-            }
-
-#define A_MULTIPLY_BTILE(a, sliver_num, comp) \
-            dst_x = (out_y + sliver_num) % OUT_W; \
-            dst_y = (out_y + sliver_num) / OUT_W; \
-            org_y = dst_y * STRIDE_H - PAD_H; \
-            org_x = dst_x * STRIDE_W - PAD_W; \
-            LOAD_A(0, a.x); \
-            LOAD_A(1, a.y); \
-            LOAD_A(2, a.z); \
-            LOAD_A(3, a.w); \
-            dot0.comp += dot(brow0, a); \
-            dot1.comp += dot(brow1, a); \
-            dot2.comp += dot(brow2, a); \
-            dot3.comp += dot(brow3, a); \
-            dot4.comp += dot(brow4, a); \
-            dot5.comp += dot(brow5, a); \
-            dot6.comp += dot(brow6, a); \
-            dot7.comp += dot(brow7, a);
-
-void main()
-{
-    int gx = int(gl_GlobalInvocationID.x);
-    int gy = int(gl_GlobalInvocationID.y);
-    int gz = int(gl_GlobalInvocationID.z);
-    int out_x = BLOCK_W * gx;
-    int out_y = BLOCK_H * gy;
-    int input_batch_offset  = gz * IN_H * IN_W * CHANNELS;
-    int output_batch_offset = gz * M * N / VEC_SIZE;
-    if (out_x < N && gy < M / BLOCK_H)
-    {
-        int width0 = K / VEC_SIZE;
-        int width1 = N / VEC_SIZE;
-        int src1_read0_offset = out_x * width0;
-        vec4 dot0 = vec4(0.f);
-        vec4 dot1 = vec4(0.f);
-        vec4 dot2 = vec4(0.f);
-        vec4 dot3 = vec4(0.f);
-        vec4 dot4 = vec4(0.f);
-        vec4 dot5 = vec4(0.f);
-        vec4 dot6 = vec4(0.f);
-        vec4 dot7 = vec4(0.f);
-        int i = 0;
-        do
-        {
-            int dst_x, dst_y, org_x, org_y, src0_x, src0_y, src0_z;
-            vec4 a0 = vec4(0.f), a1 = vec4(0.f), a2 = vec4(0.f), a3 = vec4(0.f);
-            vec4 brow0 = src1.data[src1_read0_offset]; src1_read0_offset += width0;
-            vec4 brow1 = src1.data[src1_read0_offset]; src1_read0_offset += width0;
-            vec4 brow2 = src1.data[src1_read0_offset]; src1_read0_offset += width0;
-            vec4 brow3 = src1.data[src1_read0_offset]; src1_read0_offset += width0;
-            vec4 brow4 = src1.data[src1_read0_offset]; src1_read0_offset += width0;
-            vec4 brow5 = src1.data[src1_read0_offset]; src1_read0_offset += width0;
-            vec4 brow6 = src1.data[src1_read0_offset]; src1_read0_offset += width0;
-            vec4 brow7 = src1.data[src1_read0_offset]; src1_read0_offset += width0;
-            src1_read0_offset += 1 - BLOCK_W * width0;
-
-            A_MULTIPLY_BTILE(a0, 0, x);
-            A_MULTIPLY_BTILE(a1, 1, y);
-            A_MULTIPLY_BTILE(a2, 2, z);
-            A_MULTIPLY_BTILE(a3, 3, w);
-            i++;
-        }
-        while( i < width0 );
-
-        vec4 bias_val;
-        bias_val = bias.data[2 * int(gl_GlobalInvocationID.x)];
-        dot0 += bias_val.xxxx; dot1 += bias_val.yyyy; dot2 += bias_val.zzzz; dot3 += bias_val.wwww;
-        bias_val = bias.data[2 * int(gl_GlobalInvocationID.x) + 1];
-        dot4 += bias_val.xxxx; dot5 += bias_val.yyyy; dot6 += bias_val.zzzz; dot7 += bias_val.wwww;
-
-        out0.data[output_batch_offset + (out_x + 0) * M / VEC_SIZE + gy] = ACTIVATION_FUNCTION(dot0);
-        out0.data[output_batch_offset + (out_x + 1) * M / VEC_SIZE + gy] = ACTIVATION_FUNCTION(dot1);
-        out0.data[output_batch_offset + (out_x + 2) * M / VEC_SIZE + gy] = ACTIVATION_FUNCTION(dot2);
-        out0.data[output_batch_offset + (out_x + 3) * M / VEC_SIZE + gy] = ACTIVATION_FUNCTION(dot3);
-        out0.data[output_batch_offset + (out_x + 4) * M / VEC_SIZE + gy] = ACTIVATION_FUNCTION(dot4);
-        out0.data[output_batch_offset + (out_x + 5) * M / VEC_SIZE + gy] = ACTIVATION_FUNCTION(dot5);
-        out0.data[output_batch_offset + (out_x + 6) * M / VEC_SIZE + gy] = ACTIVATION_FUNCTION(dot6);
-        out0.data[output_batch_offset + (out_x + 7) * M / VEC_SIZE + gy] = ACTIVATION_FUNCTION(dot7);
-    }
-}

modules/dnn/src/vkcom/shader/conv48_nobias.comp

@@ -1,134 +0,0 @@
-#version 450
-
-layout (constant_id = 0) const int LOCAL_SZ_X = 0;
-layout (constant_id = 1) const int LOCAL_SZ_Y = 0;
-layout (constant_id = 2) const int LOCAL_SZ_Z = 0;
-layout (constant_id = 3) const int IN_H = 0;
-layout (constant_id = 4) const int IN_W = 0;
-layout (constant_id = 5) const int OUT_W = 0;
-layout (constant_id = 6) const int STRIDE_H = 0;
-layout (constant_id = 7) const int STRIDE_W = 0;
-layout (constant_id = 8) const int PAD_H = 0;
-layout (constant_id = 9) const int PAD_W = 0;
-layout (constant_id = 10) const int FILTER_H = 0;
-layout (constant_id = 11) const int FILTER_W = 0;
-layout (constant_id = 12) const int CHANNELS = 0;
-layout (constant_id = 13) const int BATCH = 0;
-layout (constant_id = 14) const int M = 0;
-layout (constant_id = 15) const int K = 0;
-layout (constant_id = 16) const int N = 0;
-layout (constant_id = 17) const int TAIL_M = 0;
-layout (constant_id = 18) const int DILATION_H = 0;
-layout (constant_id = 19) const int DILATION_W = 0;
-
-#if defined(ACTIVATION_RELU)
-#define ACTIVATION_FUNCTION(x)  clamp(x, vec4(0.0), vec4(999999999.0))
-#elif defined(ACTIVATION_RELU1)
-#define ACTIVATION_FUNCTION(x)  clamp(x, vec4(-1.0), vec4(1.0))
-#elif defined(ACTIVATION_RELU6)
-#define ACTIVATION_FUNCTION(x)  clamp(x, vec4(0.0), vec4(6.0))
-#else
-#define ACTIVATION_FUNCTION(x)  (x)
-#endif
-
-layout(binding = 0) readonly buffer Input0{
-    float data[];
-} src0;
-layout(binding = 1) readonly buffer Input1 {
-    vec4 data[];
-} bias;
-layout(binding = 2) readonly buffer Input3{
-    vec4 data[];
-} src1;
-layout(binding = 3) writeonly buffer Output{
-    vec4 data[];
-} out0;
-
-layout(local_size_x_id = 0, local_size_y_id = 1, local_size_z_id = 2) in;
-
-#define VEC_SIZE 4
-#define BLOCK_H 4
-#define BLOCK_W 8
-#define FILTER_AREA (FILTER_H * FILTER_W)
-#define LOAD_A(elm_idx, a_component) \
-            src0_x = org_x + ((i * VEC_SIZE + elm_idx) % FILTER_W) * DILATION_W; \
-            src0_y = org_y + (((i * VEC_SIZE + elm_idx) % FILTER_AREA) / FILTER_W) * DILATION_H; \
-            src0_z = (i * VEC_SIZE + elm_idx) / FILTER_AREA; \
-            if(src0_y >= 0 && src0_y < IN_H && src0_x >= 0 && src0_x < IN_W) \
-            { \
-                a_component = src0.data[input_batch_offset + src0_z * (IN_H * IN_W) + src0_y * IN_W + src0_x]; \
-            }
-
-#define A_MULTIPLY_BTILE(a, sliver_num, comp) \
-            dst_x = (out_y + sliver_num) % OUT_W; \
-            dst_y = (out_y + sliver_num) / OUT_W; \
-            org_y = dst_y * STRIDE_H - PAD_H; \
-            org_x = dst_x * STRIDE_W - PAD_W; \
-            LOAD_A(0, a.x); \
-            LOAD_A(1, a.y); \
-            LOAD_A(2, a.z); \
-            LOAD_A(3, a.w); \
-            dot0.comp += dot(brow0, a); \
-            dot1.comp += dot(brow1, a); \
-            dot2.comp += dot(brow2, a); \
-            dot3.comp += dot(brow3, a); \
-            dot4.comp += dot(brow4, a); \
-            dot5.comp += dot(brow5, a); \
-            dot6.comp += dot(brow6, a); \
-            dot7.comp += dot(brow7, a);
-
-void main()
-{
-    int gx = int(gl_GlobalInvocationID.x);
-    int gy = int(gl_GlobalInvocationID.y);
-    int gz = int(gl_GlobalInvocationID.z);
-    int out_x = BLOCK_W * gx;
-    int out_y = BLOCK_H * gy;
-    int input_batch_offset  = gz * IN_H * IN_W * CHANNELS;
-    int output_batch_offset = gz * M * N / VEC_SIZE;
-    if (out_x < N && gy < M / BLOCK_H)
-    {
-        int width0 = K / VEC_SIZE;
-        int width1 = N / VEC_SIZE;
-        int src1_read0_offset = out_x * width0;
-        vec4 dot0 = vec4(0.f);
-        vec4 dot1 = vec4(0.f);
-        vec4 dot2 = vec4(0.f);
-        vec4 dot3 = vec4(0.f);
-        vec4 dot4 = vec4(0.f);
-        vec4 dot5 = vec4(0.f);
-        vec4 dot6 = vec4(0.f);
-        vec4 dot7 = vec4(0.f);
-        int i = 0;
-        do
-        {
-            int dst_x, dst_y, org_x, org_y, src0_x, src0_y, src0_z;
-            vec4 a0 = vec4(0.f), a1 = vec4(0.f), a2 = vec4(0.f), a3 = vec4(0.f);
-            vec4 brow0 = src1.data[src1_read0_offset]; src1_read0_offset += width0;
-            vec4 brow1 = src1.data[src1_read0_offset]; src1_read0_offset += width0;
-            vec4 brow2 = src1.data[src1_read0_offset]; src1_read0_offset += width0;
-            vec4 brow3 = src1.data[src1_read0_offset]; src1_read0_offset += width0;
-            vec4 brow4 = src1.data[src1_read0_offset]; src1_read0_offset += width0;
-            vec4 brow5 = src1.data[src1_read0_offset]; src1_read0_offset += width0;
-            vec4 brow6 = src1.data[src1_read0_offset]; src1_read0_offset += width0;
-            vec4 brow7 = src1.data[src1_read0_offset]; src1_read0_offset += width0;
-            src1_read0_offset += 1 - BLOCK_W * width0;
-
-            A_MULTIPLY_BTILE(a0, 0, x);
-            A_MULTIPLY_BTILE(a1, 1, y);
-            A_MULTIPLY_BTILE(a2, 2, z);
-            A_MULTIPLY_BTILE(a3, 3, w);
-            i++;
-        }
-        while( i < width0 );
-
-        out0.data[output_batch_offset + (out_x + 0) * M / VEC_SIZE + gy] = ACTIVATION_FUNCTION(dot0);
-        out0.data[output_batch_offset + (out_x + 1) * M / VEC_SIZE + gy] = ACTIVATION_FUNCTION(dot1);
-        out0.data[output_batch_offset + (out_x + 2) * M / VEC_SIZE + gy] = ACTIVATION_FUNCTION(dot2);
-        out0.data[output_batch_offset + (out_x + 3) * M / VEC_SIZE + gy] = ACTIVATION_FUNCTION(dot3);
-        out0.data[output_batch_offset + (out_x + 4) * M / VEC_SIZE + gy] = ACTIVATION_FUNCTION(dot4);
-        out0.data[output_batch_offset + (out_x + 5) * M / VEC_SIZE + gy] = ACTIVATION_FUNCTION(dot5);
-        out0.data[output_batch_offset + (out_x + 6) * M / VEC_SIZE + gy] = ACTIVATION_FUNCTION(dot6);
-        out0.data[output_batch_offset + (out_x + 7) * M / VEC_SIZE + gy] = ACTIVATION_FUNCTION(dot7);
-    }
-}

modules/dnn/src/vkcom/shader/conv48_nobias_spv.cpp

@@ -1,913 +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) 2018, Intel Corporation, all rights reserved.
-// Third party copyrights are property of their respective owners.
-
-#include "../../precomp.hpp"
-
-namespace cv { namespace dnn { namespace vkcom {
-
-extern const unsigned int conv48_nobias_spv[7182] = {
-    0x07230203,0x00010000,0x0008000a,0x00000523,0x00000000,0x00020011,0x00000001,0x0006000b,
-    0x00000001,0x4c534c47,0x6474732e,0x3035342e,0x00000000,0x0003000e,0x00000000,0x00000001,
-    0x0006000f,0x00000005,0x00000004,0x6e69616d,0x00000000,0x0000000c,0x00060010,0x00000004,
-    0x00000011,0x00000001,0x00000001,0x00000001,0x00030003,0x00000002,0x000001c2,0x00040005,
-    0x00000004,0x6e69616d,0x00000000,0x00030005,0x00000008,0x00007867,0x00080005,0x0000000c,
-    0x475f6c67,0x61626f6c,0x766e496c,0x7461636f,0x496e6f69,0x00000044,0x00030005,0x00000012,
-    0x00007967,0x00030005,0x00000017,0x00007a67,0x00040005,0x0000001c,0x5f74756f,0x00000078,
-    0x00040005,0x00000020,0x5f74756f,0x00000079,0x00070005,0x00000024,0x75706e69,0x61625f74,
-    0x5f686374,0x7366666f,0x00007465,0x00040005,0x00000026,0x485f4e49,0x00000000,0x00040005,
-    0x00000028,0x575f4e49,0x00000000,0x00050005,0x0000002a,0x4e414843,0x534c454e,0x00000000,
-    0x00070005,0x0000002c,0x7074756f,0x625f7475,0x68637461,0x66666f5f,0x00746573,0x00030005,
-    0x0000002e,0x0000004d,0x00030005,0x00000030,0x0000004e,0x00040005,0x0000003e,0x74646977,
-    0x00003068,0x00030005,0x0000003f,0x0000004b,0x00040005,0x00000041,0x74646977,0x00003168,
-    0x00070005,0x00000043,0x31637273,0x6165725f,0x6f5f3064,0x65736666,0x00000074,0x00040005,
-    0x0000004a,0x30746f64,0x00000000,0x00040005,0x0000004d,0x31746f64,0x00000000,0x00040005,
-    0x0000004e,0x32746f64,0x00000000,0x00040005,0x0000004f,0x33746f64,0x00000000,0x00040005,
-    0x00000050,0x34746f64,0x00000000,0x00040005,0x00000051,0x35746f64,0x00000000,0x00040005,
-    0x00000052,0x36746f64,0x00000000,0x00040005,0x00000053,0x37746f64,0x00000000,0x00030005,
-    0x00000054,0x00000069,0x00030005,0x0000005a,0x00003061,0x00030005,0x0000005b,0x00003161,
-    0x00030005,0x0000005c,0x00003261,0x00030005,0x0000005d,0x00003361,0x00040005,0x0000005e,
-    0x776f7262,0x00000030,0x00040005,0x00000060,0x75706e49,0x00003374,0x00050006,0x00000060,
-    0x00000000,0x61746164,0x00000000,0x00040005,0x00000062,0x31637273,0x00000000,0x00040005,
-    0x0000006a,0x776f7262,0x00000031,0x00040005,0x00000071,0x776f7262,0x00000032,0x00040005,
-    0x00000078,0x776f7262,0x00000033,0x00040005,0x0000007f,0x776f7262,0x00000034,0x00040005,
-    0x00000086,0x776f7262,0x00000035,0x00040005,0x0000008d,0x776f7262,0x00000036,0x00040005,
-    0x00000094,0x776f7262,0x00000037,0x00040005,0x000000a1,0x5f747364,0x00000078,0x00040005,
-    0x000000a4,0x5f54554f,0x00000057,0x00040005,0x000000a6,0x5f747364,0x00000079,0x00040005,
-    0x000000aa,0x5f67726f,0x00000079,0x00050005,0x000000ac,0x49525453,0x485f4544,0x00000000,
-    0x00040005,0x000000ae,0x5f444150,0x00000048,0x00040005,0x000000b0,0x5f67726f,0x00000078,
-    0x00050005,0x000000b2,0x49525453,0x575f4544,0x00000000,0x00040005,0x000000b4,0x5f444150,
-    0x00000057,0x00040005,0x000000b6,0x30637273,0x0000785f,0x00050005,0x000000bb,0x544c4946,
-    0x575f5245,0x00000000,0x00050005,0x000000bd,0x414c4944,0x4e4f4954,0x0000575f,0x00040005,
-    0x000000c0,0x30637273,0x0000795f,0x00050005,0x000000c5,0x544c4946,0x485f5245,0x00000000,
-    0x00050005,0x000000c9,0x414c4944,0x4e4f4954,0x0000485f,0x00040005,0x000000cc,0x30637273,
-    0x00007a5f,0x00040005,0x000000e0,0x75706e49,0x00003074,0x00050006,0x000000e0,0x00000000,
-    0x61746164,0x00000000,0x00040005,0x000000e2,0x30637273,0x00000000,0x00040005,0x000004c0,
-    0x7074754f,0x00007475,0x00050006,0x000004c0,0x00000000,0x61746164,0x00000000,0x00040005,
-    0x000004c2,0x3074756f,0x00000000,0x00050005,0x00000516,0x41434f4c,0x5a535f4c,0x0000585f,
-    0x00050005,0x00000517,0x41434f4c,0x5a535f4c,0x0000595f,0x00050005,0x00000518,0x41434f4c,
-    0x5a535f4c,0x00005a5f,0x00040005,0x00000519,0x43544142,0x00000048,0x00040005,0x0000051a,
-    0x4c494154,0x00004d5f,0x00040005,0x0000051c,0x75706e49,0x00003174,0x00050006,0x0000051c,
-    0x00000000,0x61746164,0x00000000,0x00040005,0x0000051e,0x73616962,0x00000000,0x00040047,
-    0x0000000c,0x0000000b,0x0000001c,0x00040047,0x00000026,0x00000001,0x00000003,0x00040047,
-    0x00000028,0x00000001,0x00000004,0x00040047,0x0000002a,0x00000001,0x0000000c,0x00040047,
-    0x0000002e,0x00000001,0x0000000e,0x00040047,0x00000030,0x00000001,0x00000010,0x00040047,
-    0x0000003f,0x00000001,0x0000000f,0x00040047,0x0000005f,0x00000006,0x00000010,0x00040048,
-    0x00000060,0x00000000,0x00000018,0x00050048,0x00000060,0x00000000,0x00000023,0x00000000,
-    0x00030047,0x00000060,0x00000003,0x00040047,0x00000062,0x00000022,0x00000000,0x00040047,
-    0x00000062,0x00000021,0x00000002,0x00040047,0x000000a4,0x00000001,0x00000005,0x00040047,
-    0x000000ac,0x00000001,0x00000006,0x00040047,0x000000ae,0x00000001,0x00000008,0x00040047,
-    0x000000b2,0x00000001,0x00000007,0x00040047,0x000000b4,0x00000001,0x00000009,0x00040047,
-    0x000000bb,0x00000001,0x0000000b,0x00040047,0x000000bd,0x00000001,0x00000013,0x00040047,
-    0x000000c5,0x00000001,0x0000000a,0x00040047,0x000000c9,0x00000001,0x00000012,0x00040047,
-    0x000000df,0x00000006,0x00000004,0x00040048,0x000000e0,0x00000000,0x00000018,0x00050048,
-    0x000000e0,0x00000000,0x00000023,0x00000000,0x00030047,0x000000e0,0x00000003,0x00040047,
-    0x000000e2,0x00000022,0x00000000,0x00040047,0x000000e2,0x00000021,0x00000000,0x00040047,
-    0x000004bf,0x00000006,0x00000010,0x00040048,0x000004c0,0x00000000,0x00000019,0x00050048,
-    0x000004c0,0x00000000,0x00000023,0x00000000,0x00030047,0x000004c0,0x00000003,0x00040047,
-    0x000004c2,0x00000022,0x00000000,0x00040047,0x000004c2,0x00000021,0x00000003,0x00040047,
-    0x00000516,0x00000001,0x00000000,0x00040047,0x00000517,0x00000001,0x00000001,0x00040047,
-    0x00000518,0x00000001,0x00000002,0x00040047,0x00000519,0x00000001,0x0000000d,0x00040047,
-    0x0000051a,0x00000001,0x00000011,0x00040047,0x0000051b,0x00000006,0x00000010,0x00040048,
-    0x0000051c,0x00000000,0x00000018,0x00050048,0x0000051c,0x00000000,0x00000023,0x00000000,
-    0x00030047,0x0000051c,0x00000003,0x00040047,0x0000051e,0x00000022,0x00000000,0x00040047,
-    0x0000051e,0x00000021,0x00000001,0x00040047,0x0000051f,0x00000001,0x00000000,0x00040047,
-    0x00000520,0x00000001,0x00000001,0x00040047,0x00000521,0x00000001,0x00000002,0x00040047,
-    0x00000522,0x0000000b,0x00000019,0x00020013,0x00000002,0x00030021,0x00000003,0x00000002,
-    0x00040015,0x00000006,0x00000020,0x00000001,0x00040020,0x00000007,0x00000007,0x00000006,
-    0x00040015,0x00000009,0x00000020,0x00000000,0x00040017,0x0000000a,0x00000009,0x00000003,
-    0x00040020,0x0000000b,0x00000001,0x0000000a,0x0004003b,0x0000000b,0x0000000c,0x00000001,
-    0x0004002b,0x00000009,0x0000000d,0x00000000,0x00040020,0x0000000e,0x00000001,0x00000009,
-    0x0004002b,0x00000009,0x00000013,0x00000001,0x0004002b,0x00000009,0x00000018,0x00000002,
-    0x0004002b,0x00000006,0x0000001d,0x00000008,0x0004002b,0x00000006,0x00000021,0x00000004,
-    0x00040032,0x00000006,0x00000026,0x00000000,0x00040032,0x00000006,0x00000028,0x00000000,
-    0x00040032,0x00000006,0x0000002a,0x00000000,0x00040032,0x00000006,0x0000002e,0x00000000,
-    0x00040032,0x00000006,0x00000030,0x00000000,0x00020014,0x00000033,0x00060034,0x00000006,
-    0x00000039,0x00000087,0x0000002e,0x00000021,0x00040032,0x00000006,0x0000003f,0x00000000,
-    0x00060034,0x00000006,0x00000040,0x00000087,0x0000003f,0x00000021,0x00060034,0x00000006,
-    0x00000042,0x00000087,0x00000030,0x00000021,0x00030016,0x00000047,0x00000020,0x00040017,
-    0x00000048,0x00000047,0x00000004,0x00040020,0x00000049,0x00000007,0x00000048,0x0004002b,
-    0x00000047,0x0000004b,0x00000000,0x0007002c,0x00000048,0x0000004c,0x0000004b,0x0000004b,
-    0x0000004b,0x0000004b,0x0004002b,0x00000006,0x00000055,0x00000000,0x0003001d,0x0000005f,
-    0x00000048,0x0003001e,0x00000060,0x0000005f,0x00040020,0x00000061,0x00000002,0x00000060,
-    0x0004003b,0x00000061,0x00000062,0x00000002,0x00040020,0x00000064,0x00000002,0x00000048,
-    0x0004002b,0x00000006,0x0000009b,0x00000001,0x00040032,0x00000006,0x000000a4,0x00000000,
-    0x00040032,0x00000006,0x000000ac,0x00000000,0x00040032,0x00000006,0x000000ae,0x00000000,
-    0x00040032,0x00000006,0x000000b2,0x00000000,0x00040032,0x00000006,0x000000b4,0x00000000,
-    0x00040032,0x00000006,0x000000bb,0x00000000,0x00040032,0x00000006,0x000000bd,0x00000000,
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-    0x00000420,0x0004003d,0x00000047,0x00000422,0x00000421,0x00050041,0x000000f0,0x00000423,
-    0x0000005d,0x00000013,0x0003003e,0x00000423,0x00000422,0x000200f9,0x00000416,0x000200f8,
-    0x00000416,0x0004003d,0x00000006,0x00000424,0x000000b0,0x0004003d,0x00000006,0x00000425,
-    0x00000054,0x00050084,0x00000006,0x00000426,0x00000425,0x00000021,0x00050080,0x00000006,
-    0x00000427,0x00000426,0x00000124,0x0005008b,0x00000006,0x00000428,0x00000427,0x000000bb,
-    0x00050084,0x00000006,0x00000429,0x00000428,0x000000bd,0x00050080,0x00000006,0x0000042a,
-    0x00000424,0x00000429,0x0003003e,0x000000b6,0x0000042a,0x0004003d,0x00000006,0x0000042b,
-    0x000000aa,0x0004003d,0x00000006,0x0000042c,0x00000054,0x00050084,0x00000006,0x0000042d,
-    0x0000042c,0x00000021,0x00050080,0x00000006,0x0000042e,0x0000042d,0x00000124,0x0005008b,
-    0x00000006,0x00000430,0x0000042e,0x0000042f,0x00050087,0x00000006,0x00000431,0x00000430,
-    0x000000bb,0x00050084,0x00000006,0x00000432,0x00000431,0x000000c9,0x00050080,0x00000006,
-    0x00000433,0x0000042b,0x00000432,0x0003003e,0x000000c0,0x00000433,0x0004003d,0x00000006,
-    0x00000434,0x00000054,0x00050084,0x00000006,0x00000435,0x00000434,0x00000021,0x00050080,
-    0x00000006,0x00000436,0x00000435,0x00000124,0x00050087,0x00000006,0x00000438,0x00000436,
-    0x00000437,0x0003003e,0x000000cc,0x00000438,0x0004003d,0x00000006,0x00000439,0x000000c0,
-    0x000500af,0x00000033,0x0000043a,0x00000439,0x00000055,0x0004003d,0x00000006,0x0000043b,
-    0x000000c0,0x000500b1,0x00000033,0x0000043c,0x0000043b,0x00000026,0x000500a7,0x00000033,
-    0x0000043d,0x0000043a,0x0000043c,0x0004003d,0x00000006,0x0000043e,0x000000b6,0x000500af,
-    0x00000033,0x0000043f,0x0000043e,0x00000055,0x000500a7,0x00000033,0x00000440,0x0000043d,
-    0x0000043f,0x0004003d,0x00000006,0x00000441,0x000000b6,0x000500b1,0x00000033,0x00000442,
-    0x00000441,0x00000028,0x000500a7,0x00000033,0x00000443,0x00000440,0x00000442,0x000300f7,
-    0x00000445,0x00000000,0x000400fa,0x00000443,0x00000444,0x00000445,0x000200f8,0x00000444,
-    0x0004003d,0x00000006,0x00000446,0x00000024,0x0004003d,0x00000006,0x00000447,0x000000cc,
-    0x00050084,0x00000006,0x00000449,0x00000447,0x00000448,0x00050080,0x00000006,0x0000044a,
-    0x00000446,0x00000449,0x0004003d,0x00000006,0x0000044b,0x000000c0,0x00050084,0x00000006,
-    0x0000044c,0x0000044b,0x00000028,0x00050080,0x00000006,0x0000044d,0x0000044a,0x0000044c,
-    0x0004003d,0x00000006,0x0000044e,0x000000b6,0x00050080,0x00000006,0x0000044f,0x0000044d,
-    0x0000044e,0x00060041,0x000000ed,0x00000450,0x000000e2,0x00000055,0x0000044f,0x0004003d,
-    0x00000047,0x00000451,0x00000450,0x00050041,0x000000f0,0x00000452,0x0000005d,0x00000018,
-    0x0003003e,0x00000452,0x00000451,0x000200f9,0x00000445,0x000200f8,0x00000445,0x0004003d,
-    0x00000006,0x00000453,0x000000b0,0x0004003d,0x00000006,0x00000454,0x00000054,0x00050084,
-    0x00000006,0x00000455,0x00000454,0x00000021,0x00050080,0x00000006,0x00000456,0x00000455,
-    0x00000154,0x0005008b,0x00000006,0x00000457,0x00000456,0x000000bb,0x00050084,0x00000006,
-    0x00000458,0x00000457,0x000000bd,0x00050080,0x00000006,0x00000459,0x00000453,0x00000458,
-    0x0003003e,0x000000b6,0x00000459,0x0004003d,0x00000006,0x0000045a,0x000000aa,0x0004003d,
-    0x00000006,0x0000045b,0x00000054,0x00050084,0x00000006,0x0000045c,0x0000045b,0x00000021,
-    0x00050080,0x00000006,0x0000045d,0x0000045c,0x00000154,0x0005008b,0x00000006,0x0000045f,
-    0x0000045d,0x0000045e,0x00050087,0x00000006,0x00000460,0x0000045f,0x000000bb,0x00050084,
-    0x00000006,0x00000461,0x00000460,0x000000c9,0x00050080,0x00000006,0x00000462,0x0000045a,
-    0x00000461,0x0003003e,0x000000c0,0x00000462,0x0004003d,0x00000006,0x00000463,0x00000054,
-    0x00050084,0x00000006,0x00000464,0x00000463,0x00000021,0x00050080,0x00000006,0x00000465,
-    0x00000464,0x00000154,0x00050087,0x00000006,0x00000467,0x00000465,0x00000466,0x0003003e,
-    0x000000cc,0x00000467,0x0004003d,0x00000006,0x00000468,0x000000c0,0x000500af,0x00000033,
-    0x00000469,0x00000468,0x00000055,0x0004003d,0x00000006,0x0000046a,0x000000c0,0x000500b1,
-    0x00000033,0x0000046b,0x0000046a,0x00000026,0x000500a7,0x00000033,0x0000046c,0x00000469,
-    0x0000046b,0x0004003d,0x00000006,0x0000046d,0x000000b6,0x000500af,0x00000033,0x0000046e,
-    0x0000046d,0x00000055,0x000500a7,0x00000033,0x0000046f,0x0000046c,0x0000046e,0x0004003d,
-    0x00000006,0x00000470,0x000000b6,0x000500b1,0x00000033,0x00000471,0x00000470,0x00000028,
-    0x000500a7,0x00000033,0x00000472,0x0000046f,0x00000471,0x000300f7,0x00000474,0x00000000,
-    0x000400fa,0x00000472,0x00000473,0x00000474,0x000200f8,0x00000473,0x0004003d,0x00000006,
-    0x00000475,0x00000024,0x0004003d,0x00000006,0x00000476,0x000000cc,0x00050084,0x00000006,
-    0x00000478,0x00000476,0x00000477,0x00050080,0x00000006,0x00000479,0x00000475,0x00000478,
-    0x0004003d,0x00000006,0x0000047a,0x000000c0,0x00050084,0x00000006,0x0000047b,0x0000047a,
-    0x00000028,0x00050080,0x00000006,0x0000047c,0x00000479,0x0000047b,0x0004003d,0x00000006,
-    0x0000047d,0x000000b6,0x00050080,0x00000006,0x0000047e,0x0000047c,0x0000047d,0x00060041,
-    0x000000ed,0x0000047f,0x000000e2,0x00000055,0x0000047e,0x0004003d,0x00000047,0x00000480,
-    0x0000047f,0x00050041,0x000000f0,0x00000481,0x0000005d,0x00000180,0x0003003e,0x00000481,
-    0x00000480,0x000200f9,0x00000474,0x000200f8,0x00000474,0x0004003d,0x00000048,0x00000482,
-    0x0000005e,0x0004003d,0x00000048,0x00000483,0x0000005d,0x00050094,0x00000047,0x00000484,
-    0x00000482,0x00000483,0x00050041,0x000000f0,0x00000485,0x0000004a,0x00000180,0x0004003d,
-    0x00000047,0x00000486,0x00000485,0x00050081,0x00000047,0x00000487,0x00000486,0x00000484,
-    0x00050041,0x000000f0,0x00000488,0x0000004a,0x00000180,0x0003003e,0x00000488,0x00000487,
-    0x0004003d,0x00000048,0x00000489,0x0000006a,0x0004003d,0x00000048,0x0000048a,0x0000005d,
-    0x00050094,0x00000047,0x0000048b,0x00000489,0x0000048a,0x00050041,0x000000f0,0x0000048c,
-    0x0000004d,0x00000180,0x0004003d,0x00000047,0x0000048d,0x0000048c,0x00050081,0x00000047,
-    0x0000048e,0x0000048d,0x0000048b,0x00050041,0x000000f0,0x0000048f,0x0000004d,0x00000180,
-    0x0003003e,0x0000048f,0x0000048e,0x0004003d,0x00000048,0x00000490,0x00000071,0x0004003d,
-    0x00000048,0x00000491,0x0000005d,0x00050094,0x00000047,0x00000492,0x00000490,0x00000491,
-    0x00050041,0x000000f0,0x00000493,0x0000004e,0x00000180,0x0004003d,0x00000047,0x00000494,
-    0x00000493,0x00050081,0x00000047,0x00000495,0x00000494,0x00000492,0x00050041,0x000000f0,
-    0x00000496,0x0000004e,0x00000180,0x0003003e,0x00000496,0x00000495,0x0004003d,0x00000048,
-    0x00000497,0x00000078,0x0004003d,0x00000048,0x00000498,0x0000005d,0x00050094,0x00000047,
-    0x00000499,0x00000497,0x00000498,0x00050041,0x000000f0,0x0000049a,0x0000004f,0x00000180,
-    0x0004003d,0x00000047,0x0000049b,0x0000049a,0x00050081,0x00000047,0x0000049c,0x0000049b,
-    0x00000499,0x00050041,0x000000f0,0x0000049d,0x0000004f,0x00000180,0x0003003e,0x0000049d,
-    0x0000049c,0x0004003d,0x00000048,0x0000049e,0x0000007f,0x0004003d,0x00000048,0x0000049f,
-    0x0000005d,0x00050094,0x00000047,0x000004a0,0x0000049e,0x0000049f,0x00050041,0x000000f0,
-    0x000004a1,0x00000050,0x00000180,0x0004003d,0x00000047,0x000004a2,0x000004a1,0x00050081,
-    0x00000047,0x000004a3,0x000004a2,0x000004a0,0x00050041,0x000000f0,0x000004a4,0x00000050,
-    0x00000180,0x0003003e,0x000004a4,0x000004a3,0x0004003d,0x00000048,0x000004a5,0x00000086,
-    0x0004003d,0x00000048,0x000004a6,0x0000005d,0x00050094,0x00000047,0x000004a7,0x000004a5,
-    0x000004a6,0x00050041,0x000000f0,0x000004a8,0x00000051,0x00000180,0x0004003d,0x00000047,
-    0x000004a9,0x000004a8,0x00050081,0x00000047,0x000004aa,0x000004a9,0x000004a7,0x00050041,
-    0x000000f0,0x000004ab,0x00000051,0x00000180,0x0003003e,0x000004ab,0x000004aa,0x0004003d,
-    0x00000048,0x000004ac,0x0000008d,0x0004003d,0x00000048,0x000004ad,0x0000005d,0x00050094,
-    0x00000047,0x000004ae,0x000004ac,0x000004ad,0x00050041,0x000000f0,0x000004af,0x00000052,
-    0x00000180,0x0004003d,0x00000047,0x000004b0,0x000004af,0x00050081,0x00000047,0x000004b1,
-    0x000004b0,0x000004ae,0x00050041,0x000000f0,0x000004b2,0x00000052,0x00000180,0x0003003e,
-    0x000004b2,0x000004b1,0x0004003d,0x00000048,0x000004b3,0x00000094,0x0004003d,0x00000048,
-    0x000004b4,0x0000005d,0x00050094,0x00000047,0x000004b5,0x000004b3,0x000004b4,0x00050041,
-    0x000000f0,0x000004b6,0x00000053,0x00000180,0x0004003d,0x00000047,0x000004b7,0x000004b6,
-    0x00050081,0x00000047,0x000004b8,0x000004b7,0x000004b5,0x00050041,0x000000f0,0x000004b9,
-    0x00000053,0x00000180,0x0003003e,0x000004b9,0x000004b8,0x0004003d,0x00000006,0x000004ba,
-    0x00000054,0x00050080,0x00000006,0x000004bb,0x000004ba,0x0000009b,0x0003003e,0x00000054,
-    0x000004bb,0x000200f9,0x00000059,0x000200f8,0x00000059,0x0004003d,0x00000006,0x000004bc,
-    0x00000054,0x0004003d,0x00000006,0x000004bd,0x0000003e,0x000500b1,0x00000033,0x000004be,
-    0x000004bc,0x000004bd,0x000400fa,0x000004be,0x00000056,0x00000058,0x000200f8,0x00000058,
-    0x0004003d,0x00000006,0x000004c3,0x0000002c,0x0004003d,0x00000006,0x000004c4,0x0000001c,
-    0x00050080,0x00000006,0x000004c5,0x000004c4,0x00000055,0x00050084,0x00000006,0x000004c6,
-    0x000004c5,0x0000002e,0x00050087,0x00000006,0x000004c7,0x000004c6,0x00000021,0x00050080,
-    0x00000006,0x000004c8,0x000004c3,0x000004c7,0x0004003d,0x00000006,0x000004c9,0x00000012,
-    0x00050080,0x00000006,0x000004ca,0x000004c8,0x000004c9,0x0004003d,0x00000048,0x000004cb,
-    0x0000004a,0x00060041,0x00000064,0x000004cc,0x000004c2,0x00000055,0x000004ca,0x0003003e,
-    0x000004cc,0x000004cb,0x0004003d,0x00000006,0x000004cd,0x0000002c,0x0004003d,0x00000006,
-    0x000004ce,0x0000001c,0x00050080,0x00000006,0x000004cf,0x000004ce,0x0000009b,0x00050084,
-    0x00000006,0x000004d0,0x000004cf,0x0000002e,0x00050087,0x00000006,0x000004d1,0x000004d0,
-    0x00000021,0x00050080,0x00000006,0x000004d2,0x000004cd,0x000004d1,0x0004003d,0x00000006,
-    0x000004d3,0x00000012,0x00050080,0x00000006,0x000004d4,0x000004d2,0x000004d3,0x0004003d,
-    0x00000048,0x000004d5,0x0000004d,0x00060041,0x00000064,0x000004d6,0x000004c2,0x00000055,
-    0x000004d4,0x0003003e,0x000004d6,0x000004d5,0x0004003d,0x00000006,0x000004d7,0x0000002c,
-    0x0004003d,0x00000006,0x000004d8,0x0000001c,0x00050080,0x00000006,0x000004d9,0x000004d8,
-    0x00000124,0x00050084,0x00000006,0x000004da,0x000004d9,0x0000002e,0x00050087,0x00000006,
-    0x000004db,0x000004da,0x00000021,0x00050080,0x00000006,0x000004dc,0x000004d7,0x000004db,
-    0x0004003d,0x00000006,0x000004dd,0x00000012,0x00050080,0x00000006,0x000004de,0x000004dc,
-    0x000004dd,0x0004003d,0x00000048,0x000004df,0x0000004e,0x00060041,0x00000064,0x000004e0,
-    0x000004c2,0x00000055,0x000004de,0x0003003e,0x000004e0,0x000004df,0x0004003d,0x00000006,
-    0x000004e1,0x0000002c,0x0004003d,0x00000006,0x000004e2,0x0000001c,0x00050080,0x00000006,
-    0x000004e3,0x000004e2,0x00000154,0x00050084,0x00000006,0x000004e4,0x000004e3,0x0000002e,
-    0x00050087,0x00000006,0x000004e5,0x000004e4,0x00000021,0x00050080,0x00000006,0x000004e6,
-    0x000004e1,0x000004e5,0x0004003d,0x00000006,0x000004e7,0x00000012,0x00050080,0x00000006,
-    0x000004e8,0x000004e6,0x000004e7,0x0004003d,0x00000048,0x000004e9,0x0000004f,0x00060041,
-    0x00000064,0x000004ea,0x000004c2,0x00000055,0x000004e8,0x0003003e,0x000004ea,0x000004e9,
-    0x0004003d,0x00000006,0x000004eb,0x0000002c,0x0004003d,0x00000006,0x000004ec,0x0000001c,
-    0x00050080,0x00000006,0x000004ed,0x000004ec,0x00000021,0x00050084,0x00000006,0x000004ee,
-    0x000004ed,0x0000002e,0x00050087,0x00000006,0x000004ef,0x000004ee,0x00000021,0x00050080,
-    0x00000006,0x000004f0,0x000004eb,0x000004ef,0x0004003d,0x00000006,0x000004f1,0x00000012,
-    0x00050080,0x00000006,0x000004f2,0x000004f0,0x000004f1,0x0004003d,0x00000048,0x000004f3,
-    0x00000050,0x00060041,0x00000064,0x000004f4,0x000004c2,0x00000055,0x000004f2,0x0003003e,
-    0x000004f4,0x000004f3,0x0004003d,0x00000006,0x000004f5,0x0000002c,0x0004003d,0x00000006,
-    0x000004f6,0x0000001c,0x00050080,0x00000006,0x000004f8,0x000004f6,0x000004f7,0x00050084,
-    0x00000006,0x000004f9,0x000004f8,0x0000002e,0x00050087,0x00000006,0x000004fa,0x000004f9,
-    0x00000021,0x00050080,0x00000006,0x000004fb,0x000004f5,0x000004fa,0x0004003d,0x00000006,
-    0x000004fc,0x00000012,0x00050080,0x00000006,0x000004fd,0x000004fb,0x000004fc,0x0004003d,
-    0x00000048,0x000004fe,0x00000051,0x00060041,0x00000064,0x000004ff,0x000004c2,0x00000055,
-    0x000004fd,0x0003003e,0x000004ff,0x000004fe,0x0004003d,0x00000006,0x00000500,0x0000002c,
-    0x0004003d,0x00000006,0x00000501,0x0000001c,0x00050080,0x00000006,0x00000503,0x00000501,
-    0x00000502,0x00050084,0x00000006,0x00000504,0x00000503,0x0000002e,0x00050087,0x00000006,
-    0x00000505,0x00000504,0x00000021,0x00050080,0x00000006,0x00000506,0x00000500,0x00000505,
-    0x0004003d,0x00000006,0x00000507,0x00000012,0x00050080,0x00000006,0x00000508,0x00000506,
-    0x00000507,0x0004003d,0x00000048,0x00000509,0x00000052,0x00060041,0x00000064,0x0000050a,
-    0x000004c2,0x00000055,0x00000508,0x0003003e,0x0000050a,0x00000509,0x0004003d,0x00000006,
-    0x0000050b,0x0000002c,0x0004003d,0x00000006,0x0000050c,0x0000001c,0x00050080,0x00000006,
-    0x0000050e,0x0000050c,0x0000050d,0x00050084,0x00000006,0x0000050f,0x0000050e,0x0000002e,
-    0x00050087,0x00000006,0x00000510,0x0000050f,0x00000021,0x00050080,0x00000006,0x00000511,
-    0x0000050b,0x00000510,0x0004003d,0x00000006,0x00000512,0x00000012,0x00050080,0x00000006,
-    0x00000513,0x00000511,0x00000512,0x0004003d,0x00000048,0x00000514,0x00000053,0x00060041,
-    0x00000064,0x00000515,0x000004c2,0x00000055,0x00000513,0x0003003e,0x00000515,0x00000514,
-    0x000200f9,0x0000003d,0x000200f8,0x0000003d,0x000100fd,0x00010038
-};
-
-}}} // namespace cv::dnn::vkcom

modules/dnn/src/vkcom/shader/conv48_spv.cpp

@@ -1,948 +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) 2018, Intel Corporation, all rights reserved.
-// Third party copyrights are property of their respective owners.
-
-#include "../../precomp.hpp"
-
-namespace cv { namespace dnn { namespace vkcom {
-
-extern const unsigned int conv48_spv[7458] = {
-    0x07230203,0x00010000,0x00080001,0x00000551,0x00000000,0x00020011,0x00000001,0x0006000b,
-    0x00000001,0x4c534c47,0x6474732e,0x3035342e,0x00000000,0x0003000e,0x00000000,0x00000001,
-    0x0006000f,0x00000005,0x00000004,0x6e69616d,0x00000000,0x0000000c,0x00060010,0x00000004,
-    0x00000011,0x00000001,0x00000001,0x00000001,0x00030003,0x00000002,0x000001c2,0x00040005,
-    0x00000004,0x6e69616d,0x00000000,0x00030005,0x00000008,0x00007867,0x00080005,0x0000000c,
-    0x475f6c67,0x61626f6c,0x766e496c,0x7461636f,0x496e6f69,0x00000044,0x00030005,0x00000012,
-    0x00007967,0x00030005,0x00000017,0x00007a67,0x00040005,0x0000001c,0x5f74756f,0x00000078,
-    0x00040005,0x00000020,0x5f74756f,0x00000079,0x00070005,0x00000024,0x75706e69,0x61625f74,
-    0x5f686374,0x7366666f,0x00007465,0x00040005,0x00000026,0x485f4e49,0x00000000,0x00040005,
-    0x00000028,0x575f4e49,0x00000000,0x00050005,0x0000002a,0x4e414843,0x534c454e,0x00000000,
-    0x00070005,0x0000002c,0x7074756f,0x625f7475,0x68637461,0x66666f5f,0x00746573,0x00030005,
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-    0x00000048,0x000004b4,0x0000005d,0x00050094,0x00000047,0x000004b5,0x000004b3,0x000004b4,
-    0x00050041,0x000000f0,0x000004b6,0x00000053,0x00000180,0x0004003d,0x00000047,0x000004b7,
-    0x000004b6,0x00050081,0x00000047,0x000004b8,0x000004b7,0x000004b5,0x00050041,0x000000f0,
-    0x000004b9,0x00000053,0x00000180,0x0003003e,0x000004b9,0x000004b8,0x0004003d,0x00000006,
-    0x000004ba,0x00000054,0x00050080,0x00000006,0x000004bb,0x000004ba,0x0000009b,0x0003003e,
-    0x00000054,0x000004bb,0x000200f9,0x00000059,0x000200f8,0x00000059,0x0004003d,0x00000006,
-    0x000004bc,0x00000054,0x0004003d,0x00000006,0x000004bd,0x0000003e,0x000500b1,0x00000033,
-    0x000004be,0x000004bc,0x000004bd,0x000400fa,0x000004be,0x00000056,0x00000058,0x000200f8,
-    0x00000058,0x00050041,0x0000000e,0x000004c4,0x0000000c,0x0000000d,0x0004003d,0x00000009,
-    0x000004c5,0x000004c4,0x0004007c,0x00000006,0x000004c6,0x000004c5,0x00050084,0x00000006,
-    0x000004c7,0x00000124,0x000004c6,0x00060041,0x00000064,0x000004c8,0x000004c3,0x00000055,
-    0x000004c7,0x0004003d,0x00000048,0x000004c9,0x000004c8,0x0003003e,0x000004bf,0x000004c9,
-    0x0004003d,0x00000048,0x000004ca,0x000004bf,0x0009004f,0x00000048,0x000004cb,0x000004ca,
-    0x000004ca,0x00000000,0x00000000,0x00000000,0x00000000,0x0004003d,0x00000048,0x000004cc,
-    0x0000004a,0x00050081,0x00000048,0x000004cd,0x000004cc,0x000004cb,0x0003003e,0x0000004a,
-    0x000004cd,0x0004003d,0x00000048,0x000004ce,0x000004bf,0x0009004f,0x00000048,0x000004cf,
-    0x000004ce,0x000004ce,0x00000001,0x00000001,0x00000001,0x00000001,0x0004003d,0x00000048,
-    0x000004d0,0x0000004d,0x00050081,0x00000048,0x000004d1,0x000004d0,0x000004cf,0x0003003e,
-    0x0000004d,0x000004d1,0x0004003d,0x00000048,0x000004d2,0x000004bf,0x0009004f,0x00000048,
-    0x000004d3,0x000004d2,0x000004d2,0x00000002,0x00000002,0x00000002,0x00000002,0x0004003d,
-    0x00000048,0x000004d4,0x0000004e,0x00050081,0x00000048,0x000004d5,0x000004d4,0x000004d3,
-    0x0003003e,0x0000004e,0x000004d5,0x0004003d,0x00000048,0x000004d6,0x000004bf,0x0009004f,
-    0x00000048,0x000004d7,0x000004d6,0x000004d6,0x00000003,0x00000003,0x00000003,0x00000003,
-    0x0004003d,0x00000048,0x000004d8,0x0000004f,0x00050081,0x00000048,0x000004d9,0x000004d8,
-    0x000004d7,0x0003003e,0x0000004f,0x000004d9,0x00050041,0x0000000e,0x000004da,0x0000000c,
-    0x0000000d,0x0004003d,0x00000009,0x000004db,0x000004da,0x0004007c,0x00000006,0x000004dc,
-    0x000004db,0x00050084,0x00000006,0x000004dd,0x00000124,0x000004dc,0x00050080,0x00000006,
-    0x000004de,0x000004dd,0x0000009b,0x00060041,0x00000064,0x000004df,0x000004c3,0x00000055,
-    0x000004de,0x0004003d,0x00000048,0x000004e0,0x000004df,0x0003003e,0x000004bf,0x000004e0,
-    0x0004003d,0x00000048,0x000004e1,0x000004bf,0x0009004f,0x00000048,0x000004e2,0x000004e1,
-    0x000004e1,0x00000000,0x00000000,0x00000000,0x00000000,0x0004003d,0x00000048,0x000004e3,
-    0x00000050,0x00050081,0x00000048,0x000004e4,0x000004e3,0x000004e2,0x0003003e,0x00000050,
-    0x000004e4,0x0004003d,0x00000048,0x000004e5,0x000004bf,0x0009004f,0x00000048,0x000004e6,
-    0x000004e5,0x000004e5,0x00000001,0x00000001,0x00000001,0x00000001,0x0004003d,0x00000048,
-    0x000004e7,0x00000051,0x00050081,0x00000048,0x000004e8,0x000004e7,0x000004e6,0x0003003e,
-    0x00000051,0x000004e8,0x0004003d,0x00000048,0x000004e9,0x000004bf,0x0009004f,0x00000048,
-    0x000004ea,0x000004e9,0x000004e9,0x00000002,0x00000002,0x00000002,0x00000002,0x0004003d,
-    0x00000048,0x000004eb,0x00000052,0x00050081,0x00000048,0x000004ec,0x000004eb,0x000004ea,
-    0x0003003e,0x00000052,0x000004ec,0x0004003d,0x00000048,0x000004ed,0x000004bf,0x0009004f,
-    0x00000048,0x000004ee,0x000004ed,0x000004ed,0x00000003,0x00000003,0x00000003,0x00000003,
-    0x0004003d,0x00000048,0x000004ef,0x00000053,0x00050081,0x00000048,0x000004f0,0x000004ef,
-    0x000004ee,0x0003003e,0x00000053,0x000004f0,0x0004003d,0x00000006,0x000004f5,0x0000002c,
-    0x0004003d,0x00000006,0x000004f6,0x0000001c,0x00050080,0x00000006,0x000004f7,0x000004f6,
-    0x00000055,0x00050084,0x00000006,0x000004f8,0x000004f7,0x0000002e,0x00050087,0x00000006,
-    0x000004f9,0x000004f8,0x00000021,0x00050080,0x00000006,0x000004fa,0x000004f5,0x000004f9,
-    0x0004003d,0x00000006,0x000004fb,0x00000012,0x00050080,0x00000006,0x000004fc,0x000004fa,
-    0x000004fb,0x0004003d,0x00000048,0x000004fd,0x0000004a,0x00060041,0x00000064,0x000004fe,
-    0x000004f4,0x00000055,0x000004fc,0x0003003e,0x000004fe,0x000004fd,0x0004003d,0x00000006,
-    0x000004ff,0x0000002c,0x0004003d,0x00000006,0x00000500,0x0000001c,0x00050080,0x00000006,
-    0x00000501,0x00000500,0x0000009b,0x00050084,0x00000006,0x00000502,0x00000501,0x0000002e,
-    0x00050087,0x00000006,0x00000503,0x00000502,0x00000021,0x00050080,0x00000006,0x00000504,
-    0x000004ff,0x00000503,0x0004003d,0x00000006,0x00000505,0x00000012,0x00050080,0x00000006,
-    0x00000506,0x00000504,0x00000505,0x0004003d,0x00000048,0x00000507,0x0000004d,0x00060041,
-    0x00000064,0x00000508,0x000004f4,0x00000055,0x00000506,0x0003003e,0x00000508,0x00000507,
-    0x0004003d,0x00000006,0x00000509,0x0000002c,0x0004003d,0x00000006,0x0000050a,0x0000001c,
-    0x00050080,0x00000006,0x0000050b,0x0000050a,0x00000124,0x00050084,0x00000006,0x0000050c,
-    0x0000050b,0x0000002e,0x00050087,0x00000006,0x0000050d,0x0000050c,0x00000021,0x00050080,
-    0x00000006,0x0000050e,0x00000509,0x0000050d,0x0004003d,0x00000006,0x0000050f,0x00000012,
-    0x00050080,0x00000006,0x00000510,0x0000050e,0x0000050f,0x0004003d,0x00000048,0x00000511,
-    0x0000004e,0x00060041,0x00000064,0x00000512,0x000004f4,0x00000055,0x00000510,0x0003003e,
-    0x00000512,0x00000511,0x0004003d,0x00000006,0x00000513,0x0000002c,0x0004003d,0x00000006,
-    0x00000514,0x0000001c,0x00050080,0x00000006,0x00000515,0x00000514,0x00000154,0x00050084,
-    0x00000006,0x00000516,0x00000515,0x0000002e,0x00050087,0x00000006,0x00000517,0x00000516,
-    0x00000021,0x00050080,0x00000006,0x00000518,0x00000513,0x00000517,0x0004003d,0x00000006,
-    0x00000519,0x00000012,0x00050080,0x00000006,0x0000051a,0x00000518,0x00000519,0x0004003d,
-    0x00000048,0x0000051b,0x0000004f,0x00060041,0x00000064,0x0000051c,0x000004f4,0x00000055,
-    0x0000051a,0x0003003e,0x0000051c,0x0000051b,0x0004003d,0x00000006,0x0000051d,0x0000002c,
-    0x0004003d,0x00000006,0x0000051e,0x0000001c,0x00050080,0x00000006,0x0000051f,0x0000051e,
-    0x00000021,0x00050084,0x00000006,0x00000520,0x0000051f,0x0000002e,0x00050087,0x00000006,
-    0x00000521,0x00000520,0x00000021,0x00050080,0x00000006,0x00000522,0x0000051d,0x00000521,
-    0x0004003d,0x00000006,0x00000523,0x00000012,0x00050080,0x00000006,0x00000524,0x00000522,
-    0x00000523,0x0004003d,0x00000048,0x00000525,0x00000050,0x00060041,0x00000064,0x00000526,
-    0x000004f4,0x00000055,0x00000524,0x0003003e,0x00000526,0x00000525,0x0004003d,0x00000006,
-    0x00000527,0x0000002c,0x0004003d,0x00000006,0x00000528,0x0000001c,0x00050080,0x00000006,
-    0x0000052a,0x00000528,0x00000529,0x00050084,0x00000006,0x0000052b,0x0000052a,0x0000002e,
-    0x00050087,0x00000006,0x0000052c,0x0000052b,0x00000021,0x00050080,0x00000006,0x0000052d,
-    0x00000527,0x0000052c,0x0004003d,0x00000006,0x0000052e,0x00000012,0x00050080,0x00000006,
-    0x0000052f,0x0000052d,0x0000052e,0x0004003d,0x00000048,0x00000530,0x00000051,0x00060041,
-    0x00000064,0x00000531,0x000004f4,0x00000055,0x0000052f,0x0003003e,0x00000531,0x00000530,
-    0x0004003d,0x00000006,0x00000532,0x0000002c,0x0004003d,0x00000006,0x00000533,0x0000001c,
-    0x00050080,0x00000006,0x00000535,0x00000533,0x00000534,0x00050084,0x00000006,0x00000536,
-    0x00000535,0x0000002e,0x00050087,0x00000006,0x00000537,0x00000536,0x00000021,0x00050080,
-    0x00000006,0x00000538,0x00000532,0x00000537,0x0004003d,0x00000006,0x00000539,0x00000012,
-    0x00050080,0x00000006,0x0000053a,0x00000538,0x00000539,0x0004003d,0x00000048,0x0000053b,
-    0x00000052,0x00060041,0x00000064,0x0000053c,0x000004f4,0x00000055,0x0000053a,0x0003003e,
-    0x0000053c,0x0000053b,0x0004003d,0x00000006,0x0000053d,0x0000002c,0x0004003d,0x00000006,
-    0x0000053e,0x0000001c,0x00050080,0x00000006,0x00000540,0x0000053e,0x0000053f,0x00050084,
-    0x00000006,0x00000541,0x00000540,0x0000002e,0x00050087,0x00000006,0x00000542,0x00000541,
-    0x00000021,0x00050080,0x00000006,0x00000543,0x0000053d,0x00000542,0x0004003d,0x00000006,
-    0x00000544,0x00000012,0x00050080,0x00000006,0x00000545,0x00000543,0x00000544,0x0004003d,
-    0x00000048,0x00000546,0x00000053,0x00060041,0x00000064,0x00000547,0x000004f4,0x00000055,
-    0x00000545,0x0003003e,0x00000547,0x00000546,0x000200f9,0x0000003d,0x000200f8,0x0000003d,
-    0x000100fd,0x00010038
-};
-
-}}} // namespace cv::dnn::vkcom

modules/dnn/src/vkcom/shader/conv_1x1_fast.comp

@@ -0,0 +1,175 @@
+#version 450
+
+#define KSTRIP_LEN 32
+#define BLOCK_SIZE 64 // the output channel shoule be aligned to 64.
+#define WARP 32
+
+#define INNER_THREAD 16 // inner thread
+#define ALL_THREAD 256
+
+#define A_INSTRIP 8
+#define A_STRIP 8 // (BLOCK_SIZE/A_INSTRIP)
+
+#define B_INSTRIP 4 // (ALL_THREAD/BLOCK_SIZE)
+#define B_STRIP 8 // (KSTRIP_LEN/B_INSTRIP)
+
+#define PER_THREAD (BLOCK_SIZE/INNER_THREAD)
+
+layout(binding = 0) readonly buffer Input0{
+    float image_data[];
+};
+
+layout(binding = 1) readonly buffer Input1 {
+    float bias_data[];
+};
+
+layout(binding = 2) readonly buffer Input2{
+    float weight_data[];
+};
+
+layout(binding = 3) writeonly buffer Output{
+    float output_data[];
+};
+
+layout(binding = 4) uniform pushBlock {
+    int Hi; // H in
+    int Wi; // W in
+    int H0; // H out
+    int W0; // W out
+    int stride_h;
+    int stride_w;
+    int pad_h;
+    int pad_w;
+    int Hk;
+    int Wk;
+    int dilation_h;
+    int dilation_w;
+    int Kg;
+    int Cg;
+    int group;
+    int CgHkWk_aligned;
+    int activationType; // 0 : no activation, 1: ReLU, 2: ReLU6.
+    int batchi;  // batch index
+    int groupi;  // group index
+} p;
+
+shared float wshare[KSTRIP_LEN][BLOCK_SIZE]; // 2 KB
+shared float inshare[BLOCK_SIZE][KSTRIP_LEN]; // 2 KB
+
+layout(local_size_x = ALL_THREAD, local_size_y = 1, local_size_z = 1) in;
+
+void main()
+{
+    int M = p.Kg;             // output channel
+    int K = p.CgHkWk_aligned; // Hk * Wk * G // aligned to KSTRIP_LEN
+    int N = p.H0 * p.W0;      // H0 * W0
+
+    int mIndex = int(gl_WorkGroupID.x) * BLOCK_SIZE;
+    int nIndex = int(gl_WorkGroupID.y) * BLOCK_SIZE;
+
+    int local_x = int(gl_LocalInvocationID.x) % 16; // 0~7
+    int local_y = int(gl_LocalInvocationID.x) / 16; // 0~31
+
+    int w_local_x = int(gl_LocalInvocationID.x) % KSTRIP_LEN; // 256 / 32 = 8
+    int w_local_y = int(gl_LocalInvocationID.x) / KSTRIP_LEN;
+
+    int in_local_x = int(gl_LocalInvocationID.x) % BLOCK_SIZE; // 256 / 64 = 4
+    int in_local_y = int(gl_LocalInvocationID.x) / BLOCK_SIZE;
+
+    int woffset = p.groupi * p.Kg * K + K * mIndex + w_local_y * K + w_local_x;
+    int inoffset = (p.batchi * p.group + p.groupi) * p.Hi * p.Wi * p.Cg + in_local_y * p.Hi * p.Wi + nIndex + in_local_x;
+    int outoffset = (p.batchi * p.group + p.groupi) * p.H0 * p.W0 * p.Kg;
+    int biasoffset = p.groupi * p.Kg + mIndex + local_x * PER_THREAD;
+
+    vec4 sum[PER_THREAD];
+    {
+        for (int i = 0; i < PER_THREAD; i++)
+        {
+            sum[i] = vec4(bias_data[biasoffset + i]);
+        }
+    }
+
+    float regA[PER_THREAD];
+    float regB[PER_THREAD];
+
+    int KStrip = K / KSTRIP_LEN;
+    int KRemain = K - KStrip * KSTRIP_LEN; // NOTE: this value shoule be always 0.
+
+    for (int i = 0; i < KStrip; i++)
+    {
+        int k = i * KSTRIP_LEN;
+        // load Weight to local memory.
+        for (int s = 0; s < A_STRIP; s++)
+        {
+            wshare[w_local_x][s * A_INSTRIP + w_local_y] = weight_data[woffset + s * A_INSTRIP * K + k];
+        }
+
+        // load Input to local memory
+        for (int s = 0; s < B_STRIP; s++)
+        {
+            int cg = s * B_INSTRIP + in_local_y;
+            int hw = nIndex + in_local_x;
+
+            if (cg < p.Cg && hw < N)
+                inshare[in_local_x][s * B_INSTRIP + in_local_y] = image_data[inoffset + s * B_INSTRIP * N + k * N];
+            else
+                inshare[in_local_x][s * B_INSTRIP + in_local_y] = 0.f;
+        }
+
+        barrier();
+
+        for (int j = 0; j < KSTRIP_LEN; j++)
+        {
+            // Load shared memory to register.
+            for (int m = 0; m < 4; m++)
+            {
+                regA[m] = wshare[j][local_x*4 + m];
+            }
+
+            for (int m = 0; m < 4; m++)
+            {
+                regB[m] = inshare[local_y + 16 * m][j];
+            }
+
+            for (int m = 0; m < 4; m++)
+            {
+                for (int n = 0; n < 4; n++)
+                {
+                    sum[m][n] += regA[m] * regB[n];
+                }
+            }
+        }
+        barrier();
+    }
+
+    if (p.activationType == 1) // ReLU
+    {
+        sum[0] = max(sum[0], (0));
+        sum[1] = max(sum[1], (0));
+        sum[2] = max(sum[2], (0));
+        sum[3] = max(sum[3], (0));
+    }
+    else if (p.activationType == 2) // ReLU6
+    {
+        sum[0] = clamp(sum[0], vec4(0), vec4(6));
+        sum[1] = clamp(sum[1], vec4(0), vec4(6));
+        sum[2] = clamp(sum[2], vec4(0), vec4(6));
+        sum[3] = clamp(sum[3], vec4(0), vec4(6));
+    }
+
+    for (int n = 0; n < PER_THREAD; n++)
+    {
+        int nIndex2 = nIndex + n * INNER_THREAD + local_y;
+        if (nIndex2 < N)
+        {
+            for (int m = 0; m < PER_THREAD; m++)
+            {
+                int mIndex2 = mIndex + local_x * PER_THREAD + m;
+                if (mIndex2 < M)
+                {
+                    output_data[outoffset + mIndex2 * N + nIndex2] = sum[m][n];
+                }
+            }
+        }
+    }
+}

modules/dnn/src/vkcom/shader/conv_1x1_fast_spv.cpp

@@ -0,0 +1,404 @@
+// 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.
+
+#include "../../precomp.hpp"
+
+namespace cv { namespace dnn { namespace vkcom {
+
+extern const unsigned int conv_1x1_fast_spv[3134] = {
+    0x07230203,0x00010000,0x0008000b,0x00000205,0x00000000,0x00020011,0x00000001,0x0006000b,
+    0x00000001,0x4c534c47,0x6474732e,0x3035342e,0x00000000,0x0003000e,0x00000000,0x00000001,
+    0x0007000f,0x00000005,0x00000004,0x6e69616d,0x00000000,0x00000020,0x0000002f,0x00060010,
+    0x00000004,0x00000011,0x00000100,0x00000001,0x00000001,0x00030003,0x00000002,0x000001c2,
+    0x00040005,0x00000004,0x6e69616d,0x00000000,0x00030005,0x00000008,0x0000004d,0x00050005,
+    0x00000009,0x68737570,0x636f6c42,0x0000006b,0x00040006,0x00000009,0x00000000,0x00006948,
+    0x00040006,0x00000009,0x00000001,0x00006957,0x00040006,0x00000009,0x00000002,0x00003048,
+    0x00040006,0x00000009,0x00000003,0x00003057,0x00060006,0x00000009,0x00000004,0x69727473,
+    0x685f6564,0x00000000,0x00060006,0x00000009,0x00000005,0x69727473,0x775f6564,0x00000000,
+    0x00050006,0x00000009,0x00000006,0x5f646170,0x00000068,0x00050006,0x00000009,0x00000007,
+    0x5f646170,0x00000077,0x00040006,0x00000009,0x00000008,0x00006b48,0x00040006,0x00000009,
+    0x00000009,0x00006b57,0x00060006,0x00000009,0x0000000a,0x616c6964,0x6e6f6974,0x0000685f,
+    0x00060006,0x00000009,0x0000000b,0x616c6964,0x6e6f6974,0x0000775f,0x00040006,0x00000009,
+    0x0000000c,0x0000674b,0x00040006,0x00000009,0x0000000d,0x00006743,0x00050006,0x00000009,
+    0x0000000e,0x756f7267,0x00000070,0x00070006,0x00000009,0x0000000f,0x6b486743,0x615f6b57,
+    0x6e67696c,0x00006465,0x00070006,0x00000009,0x00000010,0x69746361,0x69746176,0x79546e6f,
+    0x00006570,0x00050006,0x00000009,0x00000011,0x63746162,0x00006968,0x00050006,0x00000009,
+    0x00000012,0x756f7267,0x00006970,0x00030005,0x0000000b,0x00000070,0x00030005,0x00000010,
+    0x0000004b,0x00030005,0x00000014,0x0000004e,0x00040005,0x0000001c,0x646e496d,0x00007865,
+    0x00060005,0x00000020,0x575f6c67,0x476b726f,0x70756f72,0x00004449,0x00040005,0x00000028,
+    0x646e496e,0x00007865,0x00040005,0x0000002e,0x61636f6c,0x00785f6c,0x00080005,0x0000002f,
+    0x4c5f6c67,0x6c61636f,0x6f766e49,0x69746163,0x44496e6f,0x00000000,0x00040005,0x00000035,
+    0x61636f6c,0x00795f6c,0x00050005,0x0000003a,0x6f6c5f77,0x5f6c6163,0x00000078,0x00050005,
+    0x00000040,0x6f6c5f77,0x5f6c6163,0x00000079,0x00050005,0x00000045,0x6c5f6e69,0x6c61636f,
+    0x0000785f,0x00050005,0x0000004a,0x6c5f6e69,0x6c61636f,0x0000795f,0x00040005,0x0000004f,
+    0x66666f77,0x00746573,0x00050005,0x00000062,0x666f6e69,0x74657366,0x00000000,0x00050005,
+    0x00000085,0x6f74756f,0x65736666,0x00000074,0x00050005,0x00000097,0x73616962,0x7366666f,
+    0x00007465,0x00030005,0x000000a3,0x00000069,0x00030005,0x000000b1,0x006d7573,0x00040005,
+    0x000000b4,0x75706e49,0x00003174,0x00060006,0x000000b4,0x00000000,0x73616962,0x7461645f,
+    0x00000061,0x00030005,0x000000b6,0x00000000,0x00040005,0x000000c2,0x7274534b,0x00007069,
+    0x00040005,0x000000c5,0x6d65524b,0x006e6961,0x00030005,0x000000ca,0x00000069,0x00030005,
+    0x000000d3,0x0000006b,0x00030005,0x000000d6,0x00000073,0x00040005,0x000000e4,0x61687377,
+    0x00006572,0x00040005,0x000000eb,0x75706e49,0x00003274,0x00060006,0x000000eb,0x00000000,
+    0x67696577,0x645f7468,0x00617461,0x00030005,0x000000ed,0x00000000,0x00030005,0x000000fc,
+    0x00000073,0x00030005,0x00000104,0x00006763,0x00030005,0x00000109,0x00007768,0x00040005,
+    0x0000011a,0x68736e69,0x00657261,0x00040005,0x00000121,0x75706e49,0x00003074,0x00060006,
+    0x00000121,0x00000000,0x67616d69,0x61645f65,0x00006174,0x00030005,0x00000123,0x00000000,
+    0x00030005,0x0000013d,0x0000006a,0x00030005,0x00000145,0x0000006d,0x00040005,0x0000014f,
+    0x41676572,0x00000000,0x00030005,0x0000015c,0x0000006d,0x00040005,0x00000164,0x42676572,
+    0x00000000,0x00030005,0x00000170,0x0000006d,0x00030005,0x00000178,0x0000006e,0x00030005,
+    0x000001c7,0x0000006e,0x00040005,0x000001cf,0x646e496e,0x00327865,0x00030005,0x000001db,
+    0x0000006d,0x00040005,0x000001e3,0x646e496d,0x00327865,0x00040005,0x000001f0,0x7074754f,
+    0x00007475,0x00060006,0x000001f0,0x00000000,0x7074756f,0x645f7475,0x00617461,0x00030005,
+    0x000001f2,0x00000000,0x00050048,0x00000009,0x00000000,0x00000023,0x00000000,0x00050048,
+    0x00000009,0x00000001,0x00000023,0x00000004,0x00050048,0x00000009,0x00000002,0x00000023,
+    0x00000008,0x00050048,0x00000009,0x00000003,0x00000023,0x0000000c,0x00050048,0x00000009,
+    0x00000004,0x00000023,0x00000010,0x00050048,0x00000009,0x00000005,0x00000023,0x00000014,
+    0x00050048,0x00000009,0x00000006,0x00000023,0x00000018,0x00050048,0x00000009,0x00000007,
+    0x00000023,0x0000001c,0x00050048,0x00000009,0x00000008,0x00000023,0x00000020,0x00050048,
+    0x00000009,0x00000009,0x00000023,0x00000024,0x00050048,0x00000009,0x0000000a,0x00000023,
+    0x00000028,0x00050048,0x00000009,0x0000000b,0x00000023,0x0000002c,0x00050048,0x00000009,
+    0x0000000c,0x00000023,0x00000030,0x00050048,0x00000009,0x0000000d,0x00000023,0x00000034,
+    0x00050048,0x00000009,0x0000000e,0x00000023,0x00000038,0x00050048,0x00000009,0x0000000f,
+    0x00000023,0x0000003c,0x00050048,0x00000009,0x00000010,0x00000023,0x00000040,0x00050048,
+    0x00000009,0x00000011,0x00000023,0x00000044,0x00050048,0x00000009,0x00000012,0x00000023,
+    0x00000048,0x00030047,0x00000009,0x00000002,0x00040047,0x0000000b,0x00000022,0x00000000,
+    0x00040047,0x0000000b,0x00000021,0x00000004,0x00040047,0x00000020,0x0000000b,0x0000001a,
+    0x00040047,0x0000002f,0x0000000b,0x0000001b,0x00040047,0x000000b3,0x00000006,0x00000004,
+    0x00040048,0x000000b4,0x00000000,0x00000018,0x00050048,0x000000b4,0x00000000,0x00000023,
+    0x00000000,0x00030047,0x000000b4,0x00000003,0x00040047,0x000000b6,0x00000022,0x00000000,
+    0x00040047,0x000000b6,0x00000021,0x00000001,0x00040047,0x000000ea,0x00000006,0x00000004,
+    0x00040048,0x000000eb,0x00000000,0x00000018,0x00050048,0x000000eb,0x00000000,0x00000023,
+    0x00000000,0x00030047,0x000000eb,0x00000003,0x00040047,0x000000ed,0x00000022,0x00000000,
+    0x00040047,0x000000ed,0x00000021,0x00000002,0x00040047,0x00000120,0x00000006,0x00000004,
+    0x00040048,0x00000121,0x00000000,0x00000018,0x00050048,0x00000121,0x00000000,0x00000023,
+    0x00000000,0x00030047,0x00000121,0x00000003,0x00040047,0x00000123,0x00000022,0x00000000,
+    0x00040047,0x00000123,0x00000021,0x00000000,0x00040047,0x000001ef,0x00000006,0x00000004,
+    0x00040048,0x000001f0,0x00000000,0x00000019,0x00050048,0x000001f0,0x00000000,0x00000023,
+    0x00000000,0x00030047,0x000001f0,0x00000003,0x00040047,0x000001f2,0x00000022,0x00000000,
+    0x00040047,0x000001f2,0x00000021,0x00000003,0x00040047,0x00000204,0x0000000b,0x00000019,
+    0x00020013,0x00000002,0x00030021,0x00000003,0x00000002,0x00040015,0x00000006,0x00000020,
+    0x00000001,0x00040020,0x00000007,0x00000007,0x00000006,0x0015001e,0x00000009,0x00000006,
+    0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,
+    0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,
+    0x00000006,0x00000006,0x00040020,0x0000000a,0x00000002,0x00000009,0x0004003b,0x0000000a,
+    0x0000000b,0x00000002,0x0004002b,0x00000006,0x0000000c,0x0000000c,0x00040020,0x0000000d,
+    0x00000002,0x00000006,0x0004002b,0x00000006,0x00000011,0x0000000f,0x0004002b,0x00000006,
+    0x00000015,0x00000002,0x0004002b,0x00000006,0x00000018,0x00000003,0x00040015,0x0000001d,
+    0x00000020,0x00000000,0x00040017,0x0000001e,0x0000001d,0x00000003,0x00040020,0x0000001f,
+    0x00000001,0x0000001e,0x0004003b,0x0000001f,0x00000020,0x00000001,0x0004002b,0x0000001d,
+    0x00000021,0x00000000,0x00040020,0x00000022,0x00000001,0x0000001d,0x0004002b,0x00000006,
+    0x00000026,0x00000040,0x0004002b,0x0000001d,0x00000029,0x00000001,0x0004003b,0x0000001f,
+    0x0000002f,0x00000001,0x0004002b,0x00000006,0x00000033,0x00000010,0x0004002b,0x00000006,
+    0x0000003e,0x00000020,0x0004002b,0x00000006,0x00000050,0x00000012,0x0004002b,0x00000006,
+    0x00000063,0x00000011,0x0004002b,0x00000006,0x00000066,0x0000000e,0x0004002b,0x00000006,
+    0x0000006d,0x00000000,0x0004002b,0x00000006,0x00000071,0x00000001,0x0004002b,0x00000006,
+    0x00000075,0x0000000d,0x0004002b,0x00000006,0x000000a0,0x00000004,0x00020014,0x000000aa,
+    0x00030016,0x000000ac,0x00000020,0x00040017,0x000000ad,0x000000ac,0x00000004,0x0004002b,
+    0x0000001d,0x000000ae,0x00000004,0x0004001c,0x000000af,0x000000ad,0x000000ae,0x00040020,
+    0x000000b0,0x00000007,0x000000af,0x0003001d,0x000000b3,0x000000ac,0x0003001e,0x000000b4,
+    0x000000b3,0x00040020,0x000000b5,0x00000002,0x000000b4,0x0004003b,0x000000b5,0x000000b6,
+    0x00000002,0x00040020,0x000000ba,0x00000002,0x000000ac,0x00040020,0x000000be,0x00000007,
+    0x000000ad,0x0004002b,0x00000006,0x000000dd,0x00000008,0x0004002b,0x0000001d,0x000000df,
+    0x00000040,0x0004001c,0x000000e0,0x000000ac,0x000000df,0x0004002b,0x0000001d,0x000000e1,
+    0x00000020,0x0004001c,0x000000e2,0x000000e0,0x000000e1,0x00040020,0x000000e3,0x00000004,
+    0x000000e2,0x0004003b,0x000000e3,0x000000e4,0x00000004,0x0003001d,0x000000ea,0x000000ac,
+    0x0003001e,0x000000eb,0x000000ea,0x00040020,0x000000ec,0x00000002,0x000000eb,0x0004003b,
+    0x000000ec,0x000000ed,0x00000002,0x00040020,0x000000f8,0x00000004,0x000000ac,0x0004001c,
+    0x00000117,0x000000ac,0x000000e1,0x0004001c,0x00000118,0x00000117,0x000000df,0x00040020,
+    0x00000119,0x00000004,0x00000118,0x0004003b,0x00000119,0x0000011a,0x00000004,0x0003001d,
+    0x00000120,0x000000ac,0x0003001e,0x00000121,0x00000120,0x00040020,0x00000122,0x00000002,
+    0x00000121,0x0004003b,0x00000122,0x00000123,0x00000002,0x0004002b,0x000000ac,0x00000137,
+    0x00000000,0x0004002b,0x0000001d,0x0000013b,0x00000002,0x0004002b,0x0000001d,0x0000013c,
+    0x00000108,0x0004001c,0x0000014d,0x000000ac,0x000000ae,0x00040020,0x0000014e,0x00000007,
+    0x0000014d,0x00040020,0x00000158,0x00000007,0x000000ac,0x0007002c,0x000000ad,0x000001b6,
+    0x00000137,0x00000137,0x00000137,0x00000137,0x0004002b,0x000000ac,0x000001b7,0x40c00000,
+    0x0007002c,0x000000ad,0x000001b8,0x000001b7,0x000001b7,0x000001b7,0x000001b7,0x0003001d,
+    0x000001ef,0x000000ac,0x0003001e,0x000001f0,0x000001ef,0x00040020,0x000001f1,0x00000002,
+    0x000001f0,0x0004003b,0x000001f1,0x000001f2,0x00000002,0x0004002b,0x0000001d,0x00000203,
+    0x00000100,0x0006002c,0x0000001e,0x00000204,0x00000203,0x00000029,0x00000029,0x00050036,
+    0x00000002,0x00000004,0x00000000,0x00000003,0x000200f8,0x00000005,0x0004003b,0x00000007,
+    0x00000008,0x00000007,0x0004003b,0x00000007,0x00000010,0x00000007,0x0004003b,0x00000007,
+    0x00000014,0x00000007,0x0004003b,0x00000007,0x0000001c,0x00000007,0x0004003b,0x00000007,
+    0x00000028,0x00000007,0x0004003b,0x00000007,0x0000002e,0x00000007,0x0004003b,0x00000007,
+    0x00000035,0x00000007,0x0004003b,0x00000007,0x0000003a,0x00000007,0x0004003b,0x00000007,
+    0x00000040,0x00000007,0x0004003b,0x00000007,0x00000045,0x00000007,0x0004003b,0x00000007,
+    0x0000004a,0x00000007,0x0004003b,0x00000007,0x0000004f,0x00000007,0x0004003b,0x00000007,
+    0x00000062,0x00000007,0x0004003b,0x00000007,0x00000085,0x00000007,0x0004003b,0x00000007,
+    0x00000097,0x00000007,0x0004003b,0x00000007,0x000000a3,0x00000007,0x0004003b,0x000000b0,
+    0x000000b1,0x00000007,0x0004003b,0x00000007,0x000000c2,0x00000007,0x0004003b,0x00000007,
+    0x000000c5,0x00000007,0x0004003b,0x00000007,0x000000ca,0x00000007,0x0004003b,0x00000007,
+    0x000000d3,0x00000007,0x0004003b,0x00000007,0x000000d6,0x00000007,0x0004003b,0x00000007,
+    0x000000fc,0x00000007,0x0004003b,0x00000007,0x00000104,0x00000007,0x0004003b,0x00000007,
+    0x00000109,0x00000007,0x0004003b,0x00000007,0x0000013d,0x00000007,0x0004003b,0x00000007,
+    0x00000145,0x00000007,0x0004003b,0x0000014e,0x0000014f,0x00000007,0x0004003b,0x00000007,
+    0x0000015c,0x00000007,0x0004003b,0x0000014e,0x00000164,0x00000007,0x0004003b,0x00000007,
+    0x00000170,0x00000007,0x0004003b,0x00000007,0x00000178,0x00000007,0x0004003b,0x00000007,
+    0x000001c7,0x00000007,0x0004003b,0x00000007,0x000001cf,0x00000007,0x0004003b,0x00000007,
+    0x000001db,0x00000007,0x0004003b,0x00000007,0x000001e3,0x00000007,0x00050041,0x0000000d,
+    0x0000000e,0x0000000b,0x0000000c,0x0004003d,0x00000006,0x0000000f,0x0000000e,0x0003003e,
+    0x00000008,0x0000000f,0x00050041,0x0000000d,0x00000012,0x0000000b,0x00000011,0x0004003d,
+    0x00000006,0x00000013,0x00000012,0x0003003e,0x00000010,0x00000013,0x00050041,0x0000000d,
+    0x00000016,0x0000000b,0x00000015,0x0004003d,0x00000006,0x00000017,0x00000016,0x00050041,
+    0x0000000d,0x00000019,0x0000000b,0x00000018,0x0004003d,0x00000006,0x0000001a,0x00000019,
+    0x00050084,0x00000006,0x0000001b,0x00000017,0x0000001a,0x0003003e,0x00000014,0x0000001b,
+    0x00050041,0x00000022,0x00000023,0x00000020,0x00000021,0x0004003d,0x0000001d,0x00000024,
+    0x00000023,0x0004007c,0x00000006,0x00000025,0x00000024,0x00050084,0x00000006,0x00000027,
+    0x00000025,0x00000026,0x0003003e,0x0000001c,0x00000027,0x00050041,0x00000022,0x0000002a,
+    0x00000020,0x00000029,0x0004003d,0x0000001d,0x0000002b,0x0000002a,0x0004007c,0x00000006,
+    0x0000002c,0x0000002b,0x00050084,0x00000006,0x0000002d,0x0000002c,0x00000026,0x0003003e,
+    0x00000028,0x0000002d,0x00050041,0x00000022,0x00000030,0x0000002f,0x00000021,0x0004003d,
+    0x0000001d,0x00000031,0x00000030,0x0004007c,0x00000006,0x00000032,0x00000031,0x0005008b,
+    0x00000006,0x00000034,0x00000032,0x00000033,0x0003003e,0x0000002e,0x00000034,0x00050041,
+    0x00000022,0x00000036,0x0000002f,0x00000021,0x0004003d,0x0000001d,0x00000037,0x00000036,
+    0x0004007c,0x00000006,0x00000038,0x00000037,0x00050087,0x00000006,0x00000039,0x00000038,
+    0x00000033,0x0003003e,0x00000035,0x00000039,0x00050041,0x00000022,0x0000003b,0x0000002f,
+    0x00000021,0x0004003d,0x0000001d,0x0000003c,0x0000003b,0x0004007c,0x00000006,0x0000003d,
+    0x0000003c,0x0005008b,0x00000006,0x0000003f,0x0000003d,0x0000003e,0x0003003e,0x0000003a,
+    0x0000003f,0x00050041,0x00000022,0x00000041,0x0000002f,0x00000021,0x0004003d,0x0000001d,
+    0x00000042,0x00000041,0x0004007c,0x00000006,0x00000043,0x00000042,0x00050087,0x00000006,
+    0x00000044,0x00000043,0x0000003e,0x0003003e,0x00000040,0x00000044,0x00050041,0x00000022,
+    0x00000046,0x0000002f,0x00000021,0x0004003d,0x0000001d,0x00000047,0x00000046,0x0004007c,
+    0x00000006,0x00000048,0x00000047,0x0005008b,0x00000006,0x00000049,0x00000048,0x00000026,
+    0x0003003e,0x00000045,0x00000049,0x00050041,0x00000022,0x0000004b,0x0000002f,0x00000021,
+    0x0004003d,0x0000001d,0x0000004c,0x0000004b,0x0004007c,0x00000006,0x0000004d,0x0000004c,
+    0x00050087,0x00000006,0x0000004e,0x0000004d,0x00000026,0x0003003e,0x0000004a,0x0000004e,
+    0x00050041,0x0000000d,0x00000051,0x0000000b,0x00000050,0x0004003d,0x00000006,0x00000052,
+    0x00000051,0x00050041,0x0000000d,0x00000053,0x0000000b,0x0000000c,0x0004003d,0x00000006,
+    0x00000054,0x00000053,0x00050084,0x00000006,0x00000055,0x00000052,0x00000054,0x0004003d,
+    0x00000006,0x00000056,0x00000010,0x00050084,0x00000006,0x00000057,0x00000055,0x00000056,
+    0x0004003d,0x00000006,0x00000058,0x00000010,0x0004003d,0x00000006,0x00000059,0x0000001c,
+    0x00050084,0x00000006,0x0000005a,0x00000058,0x00000059,0x00050080,0x00000006,0x0000005b,
+    0x00000057,0x0000005a,0x0004003d,0x00000006,0x0000005c,0x00000040,0x0004003d,0x00000006,
+    0x0000005d,0x00000010,0x00050084,0x00000006,0x0000005e,0x0000005c,0x0000005d,0x00050080,
+    0x00000006,0x0000005f,0x0000005b,0x0000005e,0x0004003d,0x00000006,0x00000060,0x0000003a,
+    0x00050080,0x00000006,0x00000061,0x0000005f,0x00000060,0x0003003e,0x0000004f,0x00000061,
+    0x00050041,0x0000000d,0x00000064,0x0000000b,0x00000063,0x0004003d,0x00000006,0x00000065,
+    0x00000064,0x00050041,0x0000000d,0x00000067,0x0000000b,0x00000066,0x0004003d,0x00000006,
+    0x00000068,0x00000067,0x00050084,0x00000006,0x00000069,0x00000065,0x00000068,0x00050041,
+    0x0000000d,0x0000006a,0x0000000b,0x00000050,0x0004003d,0x00000006,0x0000006b,0x0000006a,
+    0x00050080,0x00000006,0x0000006c,0x00000069,0x0000006b,0x00050041,0x0000000d,0x0000006e,
+    0x0000000b,0x0000006d,0x0004003d,0x00000006,0x0000006f,0x0000006e,0x00050084,0x00000006,
+    0x00000070,0x0000006c,0x0000006f,0x00050041,0x0000000d,0x00000072,0x0000000b,0x00000071,
+    0x0004003d,0x00000006,0x00000073,0x00000072,0x00050084,0x00000006,0x00000074,0x00000070,
+    0x00000073,0x00050041,0x0000000d,0x00000076,0x0000000b,0x00000075,0x0004003d,0x00000006,
+    0x00000077,0x00000076,0x00050084,0x00000006,0x00000078,0x00000074,0x00000077,0x0004003d,
+    0x00000006,0x00000079,0x0000004a,0x00050041,0x0000000d,0x0000007a,0x0000000b,0x0000006d,
+    0x0004003d,0x00000006,0x0000007b,0x0000007a,0x00050084,0x00000006,0x0000007c,0x00000079,
+    0x0000007b,0x00050041,0x0000000d,0x0000007d,0x0000000b,0x00000071,0x0004003d,0x00000006,
+    0x0000007e,0x0000007d,0x00050084,0x00000006,0x0000007f,0x0000007c,0x0000007e,0x00050080,
+    0x00000006,0x00000080,0x00000078,0x0000007f,0x0004003d,0x00000006,0x00000081,0x00000028,
+    0x00050080,0x00000006,0x00000082,0x00000080,0x00000081,0x0004003d,0x00000006,0x00000083,
+    0x00000045,0x00050080,0x00000006,0x00000084,0x00000082,0x00000083,0x0003003e,0x00000062,
+    0x00000084,0x00050041,0x0000000d,0x00000086,0x0000000b,0x00000063,0x0004003d,0x00000006,
+    0x00000087,0x00000086,0x00050041,0x0000000d,0x00000088,0x0000000b,0x00000066,0x0004003d,
+    0x00000006,0x00000089,0x00000088,0x00050084,0x00000006,0x0000008a,0x00000087,0x00000089,
+    0x00050041,0x0000000d,0x0000008b,0x0000000b,0x00000050,0x0004003d,0x00000006,0x0000008c,
+    0x0000008b,0x00050080,0x00000006,0x0000008d,0x0000008a,0x0000008c,0x00050041,0x0000000d,
+    0x0000008e,0x0000000b,0x00000015,0x0004003d,0x00000006,0x0000008f,0x0000008e,0x00050084,
+    0x00000006,0x00000090,0x0000008d,0x0000008f,0x00050041,0x0000000d,0x00000091,0x0000000b,
+    0x00000018,0x0004003d,0x00000006,0x00000092,0x00000091,0x00050084,0x00000006,0x00000093,
+    0x00000090,0x00000092,0x00050041,0x0000000d,0x00000094,0x0000000b,0x0000000c,0x0004003d,
+    0x00000006,0x00000095,0x00000094,0x00050084,0x00000006,0x00000096,0x00000093,0x00000095,
+    0x0003003e,0x00000085,0x00000096,0x00050041,0x0000000d,0x00000098,0x0000000b,0x00000050,
+    0x0004003d,0x00000006,0x00000099,0x00000098,0x00050041,0x0000000d,0x0000009a,0x0000000b,
+    0x0000000c,0x0004003d,0x00000006,0x0000009b,0x0000009a,0x00050084,0x00000006,0x0000009c,
+    0x00000099,0x0000009b,0x0004003d,0x00000006,0x0000009d,0x0000001c,0x00050080,0x00000006,
+    0x0000009e,0x0000009c,0x0000009d,0x0004003d,0x00000006,0x0000009f,0x0000002e,0x00050084,
+    0x00000006,0x000000a1,0x0000009f,0x000000a0,0x00050080,0x00000006,0x000000a2,0x0000009e,
+    0x000000a1,0x0003003e,0x00000097,0x000000a2,0x0003003e,0x000000a3,0x0000006d,0x000200f9,
+    0x000000a4,0x000200f8,0x000000a4,0x000400f6,0x000000a6,0x000000a7,0x00000000,0x000200f9,
+    0x000000a8,0x000200f8,0x000000a8,0x0004003d,0x00000006,0x000000a9,0x000000a3,0x000500b1,
+    0x000000aa,0x000000ab,0x000000a9,0x000000a0,0x000400fa,0x000000ab,0x000000a5,0x000000a6,
+    0x000200f8,0x000000a5,0x0004003d,0x00000006,0x000000b2,0x000000a3,0x0004003d,0x00000006,
+    0x000000b7,0x00000097,0x0004003d,0x00000006,0x000000b8,0x000000a3,0x00050080,0x00000006,
+    0x000000b9,0x000000b7,0x000000b8,0x00060041,0x000000ba,0x000000bb,0x000000b6,0x0000006d,
+    0x000000b9,0x0004003d,0x000000ac,0x000000bc,0x000000bb,0x00070050,0x000000ad,0x000000bd,
+    0x000000bc,0x000000bc,0x000000bc,0x000000bc,0x00050041,0x000000be,0x000000bf,0x000000b1,
+    0x000000b2,0x0003003e,0x000000bf,0x000000bd,0x000200f9,0x000000a7,0x000200f8,0x000000a7,
+    0x0004003d,0x00000006,0x000000c0,0x000000a3,0x00050080,0x00000006,0x000000c1,0x000000c0,
+    0x00000071,0x0003003e,0x000000a3,0x000000c1,0x000200f9,0x000000a4,0x000200f8,0x000000a6,
+    0x0004003d,0x00000006,0x000000c3,0x00000010,0x00050087,0x00000006,0x000000c4,0x000000c3,
+    0x0000003e,0x0003003e,0x000000c2,0x000000c4,0x0004003d,0x00000006,0x000000c6,0x00000010,
+    0x0004003d,0x00000006,0x000000c7,0x000000c2,0x00050084,0x00000006,0x000000c8,0x000000c7,
+    0x0000003e,0x00050082,0x00000006,0x000000c9,0x000000c6,0x000000c8,0x0003003e,0x000000c5,
+    0x000000c9,0x0003003e,0x000000ca,0x0000006d,0x000200f9,0x000000cb,0x000200f8,0x000000cb,
+    0x000400f6,0x000000cd,0x000000ce,0x00000000,0x000200f9,0x000000cf,0x000200f8,0x000000cf,
+    0x0004003d,0x00000006,0x000000d0,0x000000ca,0x0004003d,0x00000006,0x000000d1,0x000000c2,
+    0x000500b1,0x000000aa,0x000000d2,0x000000d0,0x000000d1,0x000400fa,0x000000d2,0x000000cc,
+    0x000000cd,0x000200f8,0x000000cc,0x0004003d,0x00000006,0x000000d4,0x000000ca,0x00050084,
+    0x00000006,0x000000d5,0x000000d4,0x0000003e,0x0003003e,0x000000d3,0x000000d5,0x0003003e,
+    0x000000d6,0x0000006d,0x000200f9,0x000000d7,0x000200f8,0x000000d7,0x000400f6,0x000000d9,
+    0x000000da,0x00000000,0x000200f9,0x000000db,0x000200f8,0x000000db,0x0004003d,0x00000006,
+    0x000000dc,0x000000d6,0x000500b1,0x000000aa,0x000000de,0x000000dc,0x000000dd,0x000400fa,
+    0x000000de,0x000000d8,0x000000d9,0x000200f8,0x000000d8,0x0004003d,0x00000006,0x000000e5,
+    0x0000003a,0x0004003d,0x00000006,0x000000e6,0x000000d6,0x00050084,0x00000006,0x000000e7,
+    0x000000e6,0x000000dd,0x0004003d,0x00000006,0x000000e8,0x00000040,0x00050080,0x00000006,
+    0x000000e9,0x000000e7,0x000000e8,0x0004003d,0x00000006,0x000000ee,0x0000004f,0x0004003d,
+    0x00000006,0x000000ef,0x000000d6,0x00050084,0x00000006,0x000000f0,0x000000ef,0x000000dd,
+    0x0004003d,0x00000006,0x000000f1,0x00000010,0x00050084,0x00000006,0x000000f2,0x000000f0,
+    0x000000f1,0x00050080,0x00000006,0x000000f3,0x000000ee,0x000000f2,0x0004003d,0x00000006,
+    0x000000f4,0x000000d3,0x00050080,0x00000006,0x000000f5,0x000000f3,0x000000f4,0x00060041,
+    0x000000ba,0x000000f6,0x000000ed,0x0000006d,0x000000f5,0x0004003d,0x000000ac,0x000000f7,
+    0x000000f6,0x00060041,0x000000f8,0x000000f9,0x000000e4,0x000000e5,0x000000e9,0x0003003e,
+    0x000000f9,0x000000f7,0x000200f9,0x000000da,0x000200f8,0x000000da,0x0004003d,0x00000006,
+    0x000000fa,0x000000d6,0x00050080,0x00000006,0x000000fb,0x000000fa,0x00000071,0x0003003e,
+    0x000000d6,0x000000fb,0x000200f9,0x000000d7,0x000200f8,0x000000d9,0x0003003e,0x000000fc,
+    0x0000006d,0x000200f9,0x000000fd,0x000200f8,0x000000fd,0x000400f6,0x000000ff,0x00000100,
+    0x00000000,0x000200f9,0x00000101,0x000200f8,0x00000101,0x0004003d,0x00000006,0x00000102,
+    0x000000fc,0x000500b1,0x000000aa,0x00000103,0x00000102,0x000000dd,0x000400fa,0x00000103,
+    0x000000fe,0x000000ff,0x000200f8,0x000000fe,0x0004003d,0x00000006,0x00000105,0x000000fc,
+    0x00050084,0x00000006,0x00000106,0x00000105,0x000000a0,0x0004003d,0x00000006,0x00000107,
+    0x0000004a,0x00050080,0x00000006,0x00000108,0x00000106,0x00000107,0x0003003e,0x00000104,
+    0x00000108,0x0004003d,0x00000006,0x0000010a,0x00000028,0x0004003d,0x00000006,0x0000010b,
+    0x00000045,0x00050080,0x00000006,0x0000010c,0x0000010a,0x0000010b,0x0003003e,0x00000109,
+    0x0000010c,0x0004003d,0x00000006,0x0000010d,0x00000104,0x00050041,0x0000000d,0x0000010e,
+    0x0000000b,0x00000075,0x0004003d,0x00000006,0x0000010f,0x0000010e,0x000500b1,0x000000aa,
+    0x00000110,0x0000010d,0x0000010f,0x0004003d,0x00000006,0x00000111,0x00000109,0x0004003d,
+    0x00000006,0x00000112,0x00000014,0x000500b1,0x000000aa,0x00000113,0x00000111,0x00000112,
+    0x000500a7,0x000000aa,0x00000114,0x00000110,0x00000113,0x000300f7,0x00000116,0x00000000,
+    0x000400fa,0x00000114,0x00000115,0x00000131,0x000200f8,0x00000115,0x0004003d,0x00000006,
+    0x0000011b,0x00000045,0x0004003d,0x00000006,0x0000011c,0x000000fc,0x00050084,0x00000006,
+    0x0000011d,0x0000011c,0x000000a0,0x0004003d,0x00000006,0x0000011e,0x0000004a,0x00050080,
+    0x00000006,0x0000011f,0x0000011d,0x0000011e,0x0004003d,0x00000006,0x00000124,0x00000062,
+    0x0004003d,0x00000006,0x00000125,0x000000fc,0x00050084,0x00000006,0x00000126,0x00000125,
+    0x000000a0,0x0004003d,0x00000006,0x00000127,0x00000014,0x00050084,0x00000006,0x00000128,
+    0x00000126,0x00000127,0x00050080,0x00000006,0x00000129,0x00000124,0x00000128,0x0004003d,
+    0x00000006,0x0000012a,0x000000d3,0x0004003d,0x00000006,0x0000012b,0x00000014,0x00050084,
+    0x00000006,0x0000012c,0x0000012a,0x0000012b,0x00050080,0x00000006,0x0000012d,0x00000129,
+    0x0000012c,0x00060041,0x000000ba,0x0000012e,0x00000123,0x0000006d,0x0000012d,0x0004003d,
+    0x000000ac,0x0000012f,0x0000012e,0x00060041,0x000000f8,0x00000130,0x0000011a,0x0000011b,
+    0x0000011f,0x0003003e,0x00000130,0x0000012f,0x000200f9,0x00000116,0x000200f8,0x00000131,
+    0x0004003d,0x00000006,0x00000132,0x00000045,0x0004003d,0x00000006,0x00000133,0x000000fc,
+    0x00050084,0x00000006,0x00000134,0x00000133,0x000000a0,0x0004003d,0x00000006,0x00000135,
+    0x0000004a,0x00050080,0x00000006,0x00000136,0x00000134,0x00000135,0x00060041,0x000000f8,
+    0x00000138,0x0000011a,0x00000132,0x00000136,0x0003003e,0x00000138,0x00000137,0x000200f9,
+    0x00000116,0x000200f8,0x00000116,0x000200f9,0x00000100,0x000200f8,0x00000100,0x0004003d,
+    0x00000006,0x00000139,0x000000fc,0x00050080,0x00000006,0x0000013a,0x00000139,0x00000071,
+    0x0003003e,0x000000fc,0x0000013a,0x000200f9,0x000000fd,0x000200f8,0x000000ff,0x000400e0,
+    0x0000013b,0x0000013b,0x0000013c,0x0003003e,0x0000013d,0x0000006d,0x000200f9,0x0000013e,
+    0x000200f8,0x0000013e,0x000400f6,0x00000140,0x00000141,0x00000000,0x000200f9,0x00000142,
+    0x000200f8,0x00000142,0x0004003d,0x00000006,0x00000143,0x0000013d,0x000500b1,0x000000aa,
+    0x00000144,0x00000143,0x0000003e,0x000400fa,0x00000144,0x0000013f,0x00000140,0x000200f8,
+    0x0000013f,0x0003003e,0x00000145,0x0000006d,0x000200f9,0x00000146,0x000200f8,0x00000146,
+    0x000400f6,0x00000148,0x00000149,0x00000000,0x000200f9,0x0000014a,0x000200f8,0x0000014a,
+    0x0004003d,0x00000006,0x0000014b,0x00000145,0x000500b1,0x000000aa,0x0000014c,0x0000014b,
+    0x000000a0,0x000400fa,0x0000014c,0x00000147,0x00000148,0x000200f8,0x00000147,0x0004003d,
+    0x00000006,0x00000150,0x00000145,0x0004003d,0x00000006,0x00000151,0x0000013d,0x0004003d,
+    0x00000006,0x00000152,0x0000002e,0x00050084,0x00000006,0x00000153,0x00000152,0x000000a0,
+    0x0004003d,0x00000006,0x00000154,0x00000145,0x00050080,0x00000006,0x00000155,0x00000153,
+    0x00000154,0x00060041,0x000000f8,0x00000156,0x000000e4,0x00000151,0x00000155,0x0004003d,
+    0x000000ac,0x00000157,0x00000156,0x00050041,0x00000158,0x00000159,0x0000014f,0x00000150,
+    0x0003003e,0x00000159,0x00000157,0x000200f9,0x00000149,0x000200f8,0x00000149,0x0004003d,
+    0x00000006,0x0000015a,0x00000145,0x00050080,0x00000006,0x0000015b,0x0000015a,0x00000071,
+    0x0003003e,0x00000145,0x0000015b,0x000200f9,0x00000146,0x000200f8,0x00000148,0x0003003e,
+    0x0000015c,0x0000006d,0x000200f9,0x0000015d,0x000200f8,0x0000015d,0x000400f6,0x0000015f,
+    0x00000160,0x00000000,0x000200f9,0x00000161,0x000200f8,0x00000161,0x0004003d,0x00000006,
+    0x00000162,0x0000015c,0x000500b1,0x000000aa,0x00000163,0x00000162,0x000000a0,0x000400fa,
+    0x00000163,0x0000015e,0x0000015f,0x000200f8,0x0000015e,0x0004003d,0x00000006,0x00000165,
+    0x0000015c,0x0004003d,0x00000006,0x00000166,0x00000035,0x0004003d,0x00000006,0x00000167,
+    0x0000015c,0x00050084,0x00000006,0x00000168,0x00000033,0x00000167,0x00050080,0x00000006,
+    0x00000169,0x00000166,0x00000168,0x0004003d,0x00000006,0x0000016a,0x0000013d,0x00060041,
+    0x000000f8,0x0000016b,0x0000011a,0x00000169,0x0000016a,0x0004003d,0x000000ac,0x0000016c,
+    0x0000016b,0x00050041,0x00000158,0x0000016d,0x00000164,0x00000165,0x0003003e,0x0000016d,
+    0x0000016c,0x000200f9,0x00000160,0x000200f8,0x00000160,0x0004003d,0x00000006,0x0000016e,
+    0x0000015c,0x00050080,0x00000006,0x0000016f,0x0000016e,0x00000071,0x0003003e,0x0000015c,
+    0x0000016f,0x000200f9,0x0000015d,0x000200f8,0x0000015f,0x0003003e,0x00000170,0x0000006d,
+    0x000200f9,0x00000171,0x000200f8,0x00000171,0x000400f6,0x00000173,0x00000174,0x00000000,
+    0x000200f9,0x00000175,0x000200f8,0x00000175,0x0004003d,0x00000006,0x00000176,0x00000170,
+    0x000500b1,0x000000aa,0x00000177,0x00000176,0x000000a0,0x000400fa,0x00000177,0x00000172,
+    0x00000173,0x000200f8,0x00000172,0x0003003e,0x00000178,0x0000006d,0x000200f9,0x00000179,
+    0x000200f8,0x00000179,0x000400f6,0x0000017b,0x0000017c,0x00000000,0x000200f9,0x0000017d,
+    0x000200f8,0x0000017d,0x0004003d,0x00000006,0x0000017e,0x00000178,0x000500b1,0x000000aa,
+    0x0000017f,0x0000017e,0x000000a0,0x000400fa,0x0000017f,0x0000017a,0x0000017b,0x000200f8,
+    0x0000017a,0x0004003d,0x00000006,0x00000180,0x00000170,0x0004003d,0x00000006,0x00000181,
+    0x00000178,0x0004003d,0x00000006,0x00000182,0x00000170,0x00050041,0x00000158,0x00000183,
+    0x0000014f,0x00000182,0x0004003d,0x000000ac,0x00000184,0x00000183,0x0004003d,0x00000006,
+    0x00000185,0x00000178,0x00050041,0x00000158,0x00000186,0x00000164,0x00000185,0x0004003d,
+    0x000000ac,0x00000187,0x00000186,0x00050085,0x000000ac,0x00000188,0x00000184,0x00000187,
+    0x00060041,0x00000158,0x00000189,0x000000b1,0x00000180,0x00000181,0x0004003d,0x000000ac,
+    0x0000018a,0x00000189,0x00050081,0x000000ac,0x0000018b,0x0000018a,0x00000188,0x00060041,
+    0x00000158,0x0000018c,0x000000b1,0x00000180,0x00000181,0x0003003e,0x0000018c,0x0000018b,
+    0x000200f9,0x0000017c,0x000200f8,0x0000017c,0x0004003d,0x00000006,0x0000018d,0x00000178,
+    0x00050080,0x00000006,0x0000018e,0x0000018d,0x00000071,0x0003003e,0x00000178,0x0000018e,
+    0x000200f9,0x00000179,0x000200f8,0x0000017b,0x000200f9,0x00000174,0x000200f8,0x00000174,
+    0x0004003d,0x00000006,0x0000018f,0x00000170,0x00050080,0x00000006,0x00000190,0x0000018f,
+    0x00000071,0x0003003e,0x00000170,0x00000190,0x000200f9,0x00000171,0x000200f8,0x00000173,
+    0x000200f9,0x00000141,0x000200f8,0x00000141,0x0004003d,0x00000006,0x00000191,0x0000013d,
+    0x00050080,0x00000006,0x00000192,0x00000191,0x00000071,0x0003003e,0x0000013d,0x00000192,
+    0x000200f9,0x0000013e,0x000200f8,0x00000140,0x000400e0,0x0000013b,0x0000013b,0x0000013c,
+    0x000200f9,0x000000ce,0x000200f8,0x000000ce,0x0004003d,0x00000006,0x00000193,0x000000ca,
+    0x00050080,0x00000006,0x00000194,0x00000193,0x00000071,0x0003003e,0x000000ca,0x00000194,
+    0x000200f9,0x000000cb,0x000200f8,0x000000cd,0x00050041,0x0000000d,0x00000195,0x0000000b,
+    0x00000033,0x0004003d,0x00000006,0x00000196,0x00000195,0x000500aa,0x000000aa,0x00000197,
+    0x00000196,0x00000071,0x000300f7,0x00000199,0x00000000,0x000400fa,0x00000197,0x00000198,
+    0x000001ae,0x000200f8,0x00000198,0x00050041,0x000000be,0x0000019a,0x000000b1,0x0000006d,
+    0x0004003d,0x000000ad,0x0000019b,0x0000019a,0x00070050,0x000000ad,0x0000019c,0x00000137,
+    0x00000137,0x00000137,0x00000137,0x0007000c,0x000000ad,0x0000019d,0x00000001,0x00000028,
+    0x0000019b,0x0000019c,0x00050041,0x000000be,0x0000019e,0x000000b1,0x0000006d,0x0003003e,
+    0x0000019e,0x0000019d,0x00050041,0x000000be,0x0000019f,0x000000b1,0x00000071,0x0004003d,
+    0x000000ad,0x000001a0,0x0000019f,0x00070050,0x000000ad,0x000001a1,0x00000137,0x00000137,
+    0x00000137,0x00000137,0x0007000c,0x000000ad,0x000001a2,0x00000001,0x00000028,0x000001a0,
+    0x000001a1,0x00050041,0x000000be,0x000001a3,0x000000b1,0x00000071,0x0003003e,0x000001a3,
+    0x000001a2,0x00050041,0x000000be,0x000001a4,0x000000b1,0x00000015,0x0004003d,0x000000ad,
+    0x000001a5,0x000001a4,0x00070050,0x000000ad,0x000001a6,0x00000137,0x00000137,0x00000137,
+    0x00000137,0x0007000c,0x000000ad,0x000001a7,0x00000001,0x00000028,0x000001a5,0x000001a6,
+    0x00050041,0x000000be,0x000001a8,0x000000b1,0x00000015,0x0003003e,0x000001a8,0x000001a7,
+    0x00050041,0x000000be,0x000001a9,0x000000b1,0x00000018,0x0004003d,0x000000ad,0x000001aa,
+    0x000001a9,0x00070050,0x000000ad,0x000001ab,0x00000137,0x00000137,0x00000137,0x00000137,
+    0x0007000c,0x000000ad,0x000001ac,0x00000001,0x00000028,0x000001aa,0x000001ab,0x00050041,
+    0x000000be,0x000001ad,0x000000b1,0x00000018,0x0003003e,0x000001ad,0x000001ac,0x000200f9,
+    0x00000199,0x000200f8,0x000001ae,0x00050041,0x0000000d,0x000001af,0x0000000b,0x00000033,
+    0x0004003d,0x00000006,0x000001b0,0x000001af,0x000500aa,0x000000aa,0x000001b1,0x000001b0,
+    0x00000015,0x000300f7,0x000001b3,0x00000000,0x000400fa,0x000001b1,0x000001b2,0x000001b3,
+    0x000200f8,0x000001b2,0x00050041,0x000000be,0x000001b4,0x000000b1,0x0000006d,0x0004003d,
+    0x000000ad,0x000001b5,0x000001b4,0x0008000c,0x000000ad,0x000001b9,0x00000001,0x0000002b,
+    0x000001b5,0x000001b6,0x000001b8,0x00050041,0x000000be,0x000001ba,0x000000b1,0x0000006d,
+    0x0003003e,0x000001ba,0x000001b9,0x00050041,0x000000be,0x000001bb,0x000000b1,0x00000071,
+    0x0004003d,0x000000ad,0x000001bc,0x000001bb,0x0008000c,0x000000ad,0x000001bd,0x00000001,
+    0x0000002b,0x000001bc,0x000001b6,0x000001b8,0x00050041,0x000000be,0x000001be,0x000000b1,
+    0x00000071,0x0003003e,0x000001be,0x000001bd,0x00050041,0x000000be,0x000001bf,0x000000b1,
+    0x00000015,0x0004003d,0x000000ad,0x000001c0,0x000001bf,0x0008000c,0x000000ad,0x000001c1,
+    0x00000001,0x0000002b,0x000001c0,0x000001b6,0x000001b8,0x00050041,0x000000be,0x000001c2,
+    0x000000b1,0x00000015,0x0003003e,0x000001c2,0x000001c1,0x00050041,0x000000be,0x000001c3,
+    0x000000b1,0x00000018,0x0004003d,0x000000ad,0x000001c4,0x000001c3,0x0008000c,0x000000ad,
+    0x000001c5,0x00000001,0x0000002b,0x000001c4,0x000001b6,0x000001b8,0x00050041,0x000000be,
+    0x000001c6,0x000000b1,0x00000018,0x0003003e,0x000001c6,0x000001c5,0x000200f9,0x000001b3,
+    0x000200f8,0x000001b3,0x000200f9,0x00000199,0x000200f8,0x00000199,0x0003003e,0x000001c7,
+    0x0000006d,0x000200f9,0x000001c8,0x000200f8,0x000001c8,0x000400f6,0x000001ca,0x000001cb,
+    0x00000000,0x000200f9,0x000001cc,0x000200f8,0x000001cc,0x0004003d,0x00000006,0x000001cd,
+    0x000001c7,0x000500b1,0x000000aa,0x000001ce,0x000001cd,0x000000a0,0x000400fa,0x000001ce,
+    0x000001c9,0x000001ca,0x000200f8,0x000001c9,0x0004003d,0x00000006,0x000001d0,0x00000028,
+    0x0004003d,0x00000006,0x000001d1,0x000001c7,0x00050084,0x00000006,0x000001d2,0x000001d1,
+    0x00000033,0x00050080,0x00000006,0x000001d3,0x000001d0,0x000001d2,0x0004003d,0x00000006,
+    0x000001d4,0x00000035,0x00050080,0x00000006,0x000001d5,0x000001d3,0x000001d4,0x0003003e,
+    0x000001cf,0x000001d5,0x0004003d,0x00000006,0x000001d6,0x000001cf,0x0004003d,0x00000006,
+    0x000001d7,0x00000014,0x000500b1,0x000000aa,0x000001d8,0x000001d6,0x000001d7,0x000300f7,
+    0x000001da,0x00000000,0x000400fa,0x000001d8,0x000001d9,0x000001da,0x000200f8,0x000001d9,
+    0x0003003e,0x000001db,0x0000006d,0x000200f9,0x000001dc,0x000200f8,0x000001dc,0x000400f6,
+    0x000001de,0x000001df,0x00000000,0x000200f9,0x000001e0,0x000200f8,0x000001e0,0x0004003d,
+    0x00000006,0x000001e1,0x000001db,0x000500b1,0x000000aa,0x000001e2,0x000001e1,0x000000a0,
+    0x000400fa,0x000001e2,0x000001dd,0x000001de,0x000200f8,0x000001dd,0x0004003d,0x00000006,
+    0x000001e4,0x0000001c,0x0004003d,0x00000006,0x000001e5,0x0000002e,0x00050084,0x00000006,
+    0x000001e6,0x000001e5,0x000000a0,0x00050080,0x00000006,0x000001e7,0x000001e4,0x000001e6,
+    0x0004003d,0x00000006,0x000001e8,0x000001db,0x00050080,0x00000006,0x000001e9,0x000001e7,
+    0x000001e8,0x0003003e,0x000001e3,0x000001e9,0x0004003d,0x00000006,0x000001ea,0x000001e3,
+    0x0004003d,0x00000006,0x000001eb,0x00000008,0x000500b1,0x000000aa,0x000001ec,0x000001ea,
+    0x000001eb,0x000300f7,0x000001ee,0x00000000,0x000400fa,0x000001ec,0x000001ed,0x000001ee,
+    0x000200f8,0x000001ed,0x0004003d,0x00000006,0x000001f3,0x00000085,0x0004003d,0x00000006,
+    0x000001f4,0x000001e3,0x0004003d,0x00000006,0x000001f5,0x00000014,0x00050084,0x00000006,
+    0x000001f6,0x000001f4,0x000001f5,0x00050080,0x00000006,0x000001f7,0x000001f3,0x000001f6,
+    0x0004003d,0x00000006,0x000001f8,0x000001cf,0x00050080,0x00000006,0x000001f9,0x000001f7,
+    0x000001f8,0x0004003d,0x00000006,0x000001fa,0x000001db,0x0004003d,0x00000006,0x000001fb,
+    0x000001c7,0x00060041,0x00000158,0x000001fc,0x000000b1,0x000001fa,0x000001fb,0x0004003d,
+    0x000000ac,0x000001fd,0x000001fc,0x00060041,0x000000ba,0x000001fe,0x000001f2,0x0000006d,
+    0x000001f9,0x0003003e,0x000001fe,0x000001fd,0x000200f9,0x000001ee,0x000200f8,0x000001ee,
+    0x000200f9,0x000001df,0x000200f8,0x000001df,0x0004003d,0x00000006,0x000001ff,0x000001db,
+    0x00050080,0x00000006,0x00000200,0x000001ff,0x00000071,0x0003003e,0x000001db,0x00000200,
+    0x000200f9,0x000001dc,0x000200f8,0x000001de,0x000200f9,0x000001da,0x000200f8,0x000001da,
+    0x000200f9,0x000001cb,0x000200f8,0x000001cb,0x0004003d,0x00000006,0x00000201,0x000001c7,
+    0x00050080,0x00000006,0x00000202,0x00000201,0x00000071,0x0003003e,0x000001c7,0x00000202,
+    0x000200f9,0x000001c8,0x000200f8,0x000001ca,0x000100fd,0x00010038
+};
+
+}}} // namespace cv::dnn::vkcom

modules/dnn/src/vkcom/shader/conv_depthwise.comp

@@ -0,0 +1,125 @@
+#version 450
+
+#define KSTRIP_LEN 16
+#define BLOCK_SIZE 64 // the output channel shoule be aligned to 64.
+#define WARP 32
+
+#define ALL_THREAD 64
+
+layout(binding = 0) readonly buffer Input0{
+    float image_data[];
+};
+
+layout(binding = 1) readonly buffer Input1 {
+    float bias_data[];
+};
+
+layout(binding = 2) readonly buffer Input2{
+    float weight_data[];
+};
+
+layout(binding = 3) writeonly buffer Output{
+    float output_data[];
+};
+
+layout(binding = 4) uniform pushBlock {
+    int Hi; // H in
+    int Wi; // W in
+    int H0; // H out
+    int W0; // W out
+    int stride_h;
+    int stride_w;
+    int pad_h;
+    int pad_w;
+    int Hk;
+    int Wk;
+    int dilation_h;
+    int dilation_w;
+    int Kg;
+    int Cg;
+    int group;
+    int CgHkWk_aligned;
+    int activationType; // 0 : no activation, 1: ReLU, 2: ReLU6.
+    int batchi;
+    int _unused;
+} p;
+
+shared float wshare[KSTRIP_LEN];
+shared float inshare[KSTRIP_LEN][BLOCK_SIZE]; // 2 KB
+
+layout(local_size_x = ALL_THREAD, local_size_y = 1, local_size_z = 1) in;
+
+void main()
+{
+    int outputPlan = p.H0 * p.W0;      // H0 * W0
+    int HkWk = p.Hk * p.Wk;
+    int KStrip = p.CgHkWk_aligned / KSTRIP_LEN;
+
+    int hwIndex = int(gl_WorkGroupID.x) * BLOCK_SIZE;
+    int kIndex = int(gl_WorkGroupID.y);
+
+    int local_x = int(gl_LocalInvocationID.x); // 0 ~ 63
+
+    int w_local_x = int(gl_LocalInvocationID.x) % KSTRIP_LEN; // 64 % 32 = 0 ~ 31
+    int w_local_y = int(gl_LocalInvocationID.x) / KSTRIP_LEN;
+
+    int in_local_x = local_x; // 64 / 64 = 1
+
+    int woffset = kIndex * p.CgHkWk_aligned + w_local_x;
+    int inoffset = p.batchi * p.group * p.Hi * p.Wi;
+    int outoffset = p.batchi * p.group * p.H0 * p.W0;
+
+    float sum = bias_data[kIndex];
+
+    for (int i = 0; i < KStrip; i++)
+    {
+        int kStrip = i * KSTRIP_LEN;
+
+        // load Weight to local memory.
+        if (w_local_y == 0)
+            wshare[w_local_x] = weight_data[woffset + kStrip];
+
+        // load Input to local memory
+        for (int k = 0; k < KSTRIP_LEN; k++)
+        {
+            int hk = k / p.Wk;
+            int wk = k - hk * p.Wk;
+            int dh = hk * p.dilation_h, dw = wk * p.dilation_w;
+
+            int h0w0 = in_local_x + hwIndex;
+            int h0 = h0w0 / p.W0;
+            int w0 = h0w0 - h0 * p.W0;
+
+            int hi = h0 * p.stride_h + dh - p.pad_h;
+            int wi = w0 * p.stride_w + dw - p.pad_w;
+
+            if (uint(hi) < uint(p.Hi) && uint(wi) < uint(p.Wi))
+                inshare[k][in_local_x] = image_data[inoffset + hi * p.Wi + wi];
+            else
+                inshare[k][in_local_x] = 0.f;
+        }
+
+        barrier();
+
+        for (int j = 0; j < KSTRIP_LEN; j++)
+        {
+            sum += wshare[j] * inshare[j][in_local_x];
+        }
+
+        barrier();
+    }
+
+    if (p.activationType == 1) // ReLU
+    {
+        sum = max(sum, 0.f);
+    }
+    else if (p.activationType == 2) // ReLU6
+    {
+        sum = clamp(sum, 0.f, 6.f);
+    }
+
+    hwIndex += in_local_x;
+
+    if (hwIndex < outputPlan)
+        output_data[outoffset + hwIndex] = sum;
+}

modules/dnn/src/vkcom/shader/conv_depthwise_3x3.comp

@@ -0,0 +1,121 @@
+#version 450
+
+// This kernel is made for generic convolution, but for depth-wise, it is very slow.
+
+#define KSTRIP_LEN 16
+#define REAL_KSTRIP_LEN 9 // 3x3 kernel size.
+#define BLOCK_SIZE 64 // the output channel shoule be aligned to 64.
+#define WARP 32
+
+#define ALL_THREAD 64
+
+layout(binding = 0) readonly buffer Input0{
+    float image_data[];
+};
+
+layout(binding = 1) readonly buffer Input1 {
+    float bias_data[];
+};
+
+layout(binding = 2) readonly buffer Input2{
+    float weight_data[];
+};
+
+layout(binding = 3) writeonly buffer Output{
+    float output_data[];
+};
+
+layout(binding = 4) uniform pushBlock {
+    int Hi; // H in
+    int Wi; // W in
+    int H0; // H out
+    int W0; // W out
+    int stride_h;
+    int stride_w;
+    int pad_h;
+    int pad_w;
+    int Hk;
+    int Wk;
+    int dilation_h;
+    int dilation_w;
+    int Kg;
+    int Cg;
+    int group;
+    int CgHkWk_aligned;
+    int activationType; // 0 : no activation, 1: ReLU, 2: ReLU6.
+    int batchi;
+    int _unused;
+} p;
+
+shared float wshare[KSTRIP_LEN];
+shared float inshare[KSTRIP_LEN][BLOCK_SIZE]; // 2 KB
+
+layout(local_size_x = ALL_THREAD, local_size_y = 1, local_size_z = 1) in;
+
+void main()
+{
+    int outputPlan = p.H0 * p.W0;      // H0 * W0
+    int HkWk = p.Hk * p.Wk;
+
+    int hwIndex = int(gl_WorkGroupID.x) * BLOCK_SIZE;
+    int kIndex = int(gl_WorkGroupID.y);
+
+    int local_x = int(gl_LocalInvocationID.x); // 0 ~ 63
+
+    int w_local_x = int(gl_LocalInvocationID.x) % KSTRIP_LEN; // 64 % 32 = 0 ~ 31
+    int w_local_y = int(gl_LocalInvocationID.x) / KSTRIP_LEN;
+
+    int in_local_x = local_x; // 64 / 64 = 1
+
+    int woffset = kIndex * p.CgHkWk_aligned + w_local_x;
+    int inoffset = p.batchi * p.group * p.Hi * p.Wi;
+    int outoffset = p.batchi * p.group * p.H0 * p.W0;
+
+    float sum = bias_data[kIndex];
+
+    // load Weight to local memory.
+    if (w_local_y == 0)
+        wshare[w_local_x] = weight_data[woffset];
+
+    for (int k = 0; k < REAL_KSTRIP_LEN; k++)
+    {
+        int hk = k / p.Wk;
+        int wk = k - hk * p.Wk;
+        int dh = hk * p.dilation_h, dw = wk * p.dilation_w;
+
+        int h0w0 = in_local_x + hwIndex;
+        int h0 = h0w0 / p.W0;
+        int w0 = h0w0 - h0 * p.W0;
+
+        int hi = h0 * p.stride_h + dh - p.pad_h;
+        int wi = w0 * p.stride_w + dw - p.pad_w;
+
+        if (uint(hi) < uint(p.Hi) && uint(wi) < uint(p.Wi))
+            inshare[k][in_local_x] = image_data[inoffset + hi * p.Wi + wi];
+        else
+            inshare[k][in_local_x] = 0.f;
+    }
+
+    barrier();
+
+    for (int j = 0; j < REAL_KSTRIP_LEN; j++)
+    {
+        sum += wshare[j] * inshare[j][in_local_x];
+    }
+
+    barrier();
+
+    if (p.activationType == 1) // ReLU
+    {
+        sum = max(sum, 0.f);
+    }
+    else if (p.activationType == 2) // ReLU6
+    {
+        sum = clamp(sum, 0.f, 6.f);
+    }
+
+    hwIndex += in_local_x;
+
+    if (hwIndex < outputPlan)
+        output_data[outoffset + hwIndex] = sum;
+}

modules/dnn/src/vkcom/shader/conv_depthwise_3x3_spv.cpp

@@ -0,0 +1,260 @@
+// 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.
+
+#include "../../precomp.hpp"
+
+namespace cv { namespace dnn { namespace vkcom {
+
+extern const unsigned int conv_depthwise_3x3_spv[1977] = {
+    0x07230203,0x00010000,0x0008000b,0x0000012f,0x00000000,0x00020011,0x00000001,0x0006000b,
+    0x00000001,0x4c534c47,0x6474732e,0x3035342e,0x00000000,0x0003000e,0x00000000,0x00000001,
+    0x0007000f,0x00000005,0x00000004,0x6e69616d,0x00000000,0x00000020,0x0000002e,0x00060010,
+    0x00000004,0x00000011,0x00000040,0x00000001,0x00000001,0x00030003,0x00000002,0x000001c2,
+    0x00040005,0x00000004,0x6e69616d,0x00000000,0x00050005,0x00000008,0x7074756f,0x6c507475,
+    0x00006e61,0x00050005,0x00000009,0x68737570,0x636f6c42,0x0000006b,0x00040006,0x00000009,
+    0x00000000,0x00006948,0x00040006,0x00000009,0x00000001,0x00006957,0x00040006,0x00000009,
+    0x00000002,0x00003048,0x00040006,0x00000009,0x00000003,0x00003057,0x00060006,0x00000009,
+    0x00000004,0x69727473,0x685f6564,0x00000000,0x00060006,0x00000009,0x00000005,0x69727473,
+    0x775f6564,0x00000000,0x00050006,0x00000009,0x00000006,0x5f646170,0x00000068,0x00050006,
+    0x00000009,0x00000007,0x5f646170,0x00000077,0x00040006,0x00000009,0x00000008,0x00006b48,
+    0x00040006,0x00000009,0x00000009,0x00006b57,0x00060006,0x00000009,0x0000000a,0x616c6964,
+    0x6e6f6974,0x0000685f,0x00060006,0x00000009,0x0000000b,0x616c6964,0x6e6f6974,0x0000775f,
+    0x00040006,0x00000009,0x0000000c,0x0000674b,0x00040006,0x00000009,0x0000000d,0x00006743,
+    0x00050006,0x00000009,0x0000000e,0x756f7267,0x00000070,0x00070006,0x00000009,0x0000000f,
+    0x6b486743,0x615f6b57,0x6e67696c,0x00006465,0x00070006,0x00000009,0x00000010,0x69746361,
+    0x69746176,0x79546e6f,0x00006570,0x00050006,0x00000009,0x00000011,0x63746162,0x00006968,
+    0x00050006,0x00000009,0x00000012,0x756e755f,0x00646573,0x00030005,0x0000000b,0x00000070,
+    0x00040005,0x00000014,0x6b576b48,0x00000000,0x00040005,0x0000001c,0x6e497768,0x00786564,
+    0x00060005,0x00000020,0x575f6c67,0x476b726f,0x70756f72,0x00004449,0x00040005,0x00000028,
+    0x646e496b,0x00007865,0x00040005,0x0000002d,0x61636f6c,0x00785f6c,0x00080005,0x0000002e,
+    0x4c5f6c67,0x6c61636f,0x6f766e49,0x69746163,0x44496e6f,0x00000000,0x00050005,0x00000032,
+    0x6f6c5f77,0x5f6c6163,0x00000078,0x00050005,0x00000038,0x6f6c5f77,0x5f6c6163,0x00000079,
+    0x00050005,0x0000003d,0x6c5f6e69,0x6c61636f,0x0000785f,0x00040005,0x0000003f,0x66666f77,
+    0x00746573,0x00050005,0x00000047,0x666f6e69,0x74657366,0x00000000,0x00050005,0x00000057,
+    0x6f74756f,0x65736666,0x00000074,0x00030005,0x00000065,0x006d7573,0x00040005,0x00000067,
+    0x75706e49,0x00003174,0x00060006,0x00000067,0x00000000,0x73616962,0x7461645f,0x00000061,
+    0x00030005,0x00000069,0x00000000,0x00040005,0x00000076,0x61687377,0x00006572,0x00040005,
+    0x00000079,0x75706e49,0x00003274,0x00060006,0x00000079,0x00000000,0x67696577,0x645f7468,
+    0x00617461,0x00030005,0x0000007b,0x00000000,0x00030005,0x00000081,0x0000006b,0x00030005,
+    0x00000089,0x00006b68,0x00030005,0x0000008e,0x00006b77,0x00030005,0x00000095,0x00006864,
+    0x00030005,0x0000009b,0x00007764,0x00040005,0x000000a1,0x30773068,0x00000000,0x00030005,
+    0x000000a5,0x00003068,0x00030005,0x000000aa,0x00003077,0x00030005,0x000000b1,0x00006968,
+    0x00030005,0x000000bd,0x00006977,0x00040005,0x000000de,0x68736e69,0x00657261,0x00040005,
+    0x000000e2,0x75706e49,0x00003074,0x00060006,0x000000e2,0x00000000,0x67616d69,0x61645f65,
+    0x00006174,0x00030005,0x000000e4,0x00000000,0x00030005,0x000000f9,0x0000006a,0x00040005,
+    0x00000126,0x7074754f,0x00007475,0x00060006,0x00000126,0x00000000,0x7074756f,0x645f7475,
+    0x00617461,0x00030005,0x00000128,0x00000000,0x00050048,0x00000009,0x00000000,0x00000023,
+    0x00000000,0x00050048,0x00000009,0x00000001,0x00000023,0x00000004,0x00050048,0x00000009,
+    0x00000002,0x00000023,0x00000008,0x00050048,0x00000009,0x00000003,0x00000023,0x0000000c,
+    0x00050048,0x00000009,0x00000004,0x00000023,0x00000010,0x00050048,0x00000009,0x00000005,
+    0x00000023,0x00000014,0x00050048,0x00000009,0x00000006,0x00000023,0x00000018,0x00050048,
+    0x00000009,0x00000007,0x00000023,0x0000001c,0x00050048,0x00000009,0x00000008,0x00000023,
+    0x00000020,0x00050048,0x00000009,0x00000009,0x00000023,0x00000024,0x00050048,0x00000009,
+    0x0000000a,0x00000023,0x00000028,0x00050048,0x00000009,0x0000000b,0x00000023,0x0000002c,
+    0x00050048,0x00000009,0x0000000c,0x00000023,0x00000030,0x00050048,0x00000009,0x0000000d,
+    0x00000023,0x00000034,0x00050048,0x00000009,0x0000000e,0x00000023,0x00000038,0x00050048,
+    0x00000009,0x0000000f,0x00000023,0x0000003c,0x00050048,0x00000009,0x00000010,0x00000023,
+    0x00000040,0x00050048,0x00000009,0x00000011,0x00000023,0x00000044,0x00050048,0x00000009,
+    0x00000012,0x00000023,0x00000048,0x00030047,0x00000009,0x00000002,0x00040047,0x0000000b,
+    0x00000022,0x00000000,0x00040047,0x0000000b,0x00000021,0x00000004,0x00040047,0x00000020,
+    0x0000000b,0x0000001a,0x00040047,0x0000002e,0x0000000b,0x0000001b,0x00040047,0x00000066,
+    0x00000006,0x00000004,0x00040048,0x00000067,0x00000000,0x00000018,0x00050048,0x00000067,
+    0x00000000,0x00000023,0x00000000,0x00030047,0x00000067,0x00000003,0x00040047,0x00000069,
+    0x00000022,0x00000000,0x00040047,0x00000069,0x00000021,0x00000001,0x00040047,0x00000078,
+    0x00000006,0x00000004,0x00040048,0x00000079,0x00000000,0x00000018,0x00050048,0x00000079,
+    0x00000000,0x00000023,0x00000000,0x00030047,0x00000079,0x00000003,0x00040047,0x0000007b,
+    0x00000022,0x00000000,0x00040047,0x0000007b,0x00000021,0x00000002,0x00040047,0x000000e1,
+    0x00000006,0x00000004,0x00040048,0x000000e2,0x00000000,0x00000018,0x00050048,0x000000e2,
+    0x00000000,0x00000023,0x00000000,0x00030047,0x000000e2,0x00000003,0x00040047,0x000000e4,
+    0x00000022,0x00000000,0x00040047,0x000000e4,0x00000021,0x00000000,0x00040047,0x00000125,
+    0x00000006,0x00000004,0x00040048,0x00000126,0x00000000,0x00000019,0x00050048,0x00000126,
+    0x00000000,0x00000023,0x00000000,0x00030047,0x00000126,0x00000003,0x00040047,0x00000128,
+    0x00000022,0x00000000,0x00040047,0x00000128,0x00000021,0x00000003,0x00040047,0x0000012e,
+    0x0000000b,0x00000019,0x00020013,0x00000002,0x00030021,0x00000003,0x00000002,0x00040015,
+    0x00000006,0x00000020,0x00000001,0x00040020,0x00000007,0x00000007,0x00000006,0x0015001e,
+    0x00000009,0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,
+    0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,
+    0x00000006,0x00000006,0x00000006,0x00000006,0x00040020,0x0000000a,0x00000002,0x00000009,
+    0x0004003b,0x0000000a,0x0000000b,0x00000002,0x0004002b,0x00000006,0x0000000c,0x00000002,
+    0x00040020,0x0000000d,0x00000002,0x00000006,0x0004002b,0x00000006,0x00000010,0x00000003,
+    0x0004002b,0x00000006,0x00000015,0x00000008,0x0004002b,0x00000006,0x00000018,0x00000009,
+    0x00040015,0x0000001d,0x00000020,0x00000000,0x00040017,0x0000001e,0x0000001d,0x00000003,
+    0x00040020,0x0000001f,0x00000001,0x0000001e,0x0004003b,0x0000001f,0x00000020,0x00000001,
+    0x0004002b,0x0000001d,0x00000021,0x00000000,0x00040020,0x00000022,0x00000001,0x0000001d,
+    0x0004002b,0x00000006,0x00000026,0x00000040,0x0004002b,0x0000001d,0x00000029,0x00000001,
+    0x0004003b,0x0000001f,0x0000002e,0x00000001,0x0004002b,0x00000006,0x00000036,0x00000010,
+    0x0004002b,0x00000006,0x00000041,0x0000000f,0x0004002b,0x00000006,0x00000048,0x00000011,
+    0x0004002b,0x00000006,0x0000004b,0x0000000e,0x0004002b,0x00000006,0x0000004f,0x00000000,
+    0x0004002b,0x00000006,0x00000053,0x00000001,0x00030016,0x00000063,0x00000020,0x00040020,
+    0x00000064,0x00000007,0x00000063,0x0003001d,0x00000066,0x00000063,0x0003001e,0x00000067,
+    0x00000066,0x00040020,0x00000068,0x00000002,0x00000067,0x0004003b,0x00000068,0x00000069,
+    0x00000002,0x00040020,0x0000006b,0x00000002,0x00000063,0x00020014,0x0000006f,0x0004002b,
+    0x0000001d,0x00000073,0x00000010,0x0004001c,0x00000074,0x00000063,0x00000073,0x00040020,
+    0x00000075,0x00000004,0x00000074,0x0004003b,0x00000075,0x00000076,0x00000004,0x0003001d,
+    0x00000078,0x00000063,0x0003001e,0x00000079,0x00000078,0x00040020,0x0000007a,0x00000002,
+    0x00000079,0x0004003b,0x0000007a,0x0000007b,0x00000002,0x00040020,0x0000007f,0x00000004,
+    0x00000063,0x0004002b,0x00000006,0x00000097,0x0000000a,0x0004002b,0x00000006,0x0000009d,
+    0x0000000b,0x0004002b,0x00000006,0x000000b3,0x00000004,0x0004002b,0x00000006,0x000000b9,
+    0x00000006,0x0004002b,0x00000006,0x000000bf,0x00000005,0x0004002b,0x00000006,0x000000c5,
+    0x00000007,0x0004002b,0x0000001d,0x000000da,0x00000040,0x0004001c,0x000000db,0x00000063,
+    0x000000da,0x0004001c,0x000000dc,0x000000db,0x00000073,0x00040020,0x000000dd,0x00000004,
+    0x000000dc,0x0004003b,0x000000dd,0x000000de,0x00000004,0x0003001d,0x000000e1,0x00000063,
+    0x0003001e,0x000000e2,0x000000e1,0x00040020,0x000000e3,0x00000002,0x000000e2,0x0004003b,
+    0x000000e3,0x000000e4,0x00000002,0x0004002b,0x00000063,0x000000f3,0x00000000,0x0004002b,
+    0x0000001d,0x000000f7,0x00000002,0x0004002b,0x0000001d,0x000000f8,0x00000108,0x0004002b,
+    0x00000063,0x0000011b,0x40c00000,0x0003001d,0x00000125,0x00000063,0x0003001e,0x00000126,
+    0x00000125,0x00040020,0x00000127,0x00000002,0x00000126,0x0004003b,0x00000127,0x00000128,
+    0x00000002,0x0006002c,0x0000001e,0x0000012e,0x000000da,0x00000029,0x00000029,0x00050036,
+    0x00000002,0x00000004,0x00000000,0x00000003,0x000200f8,0x00000005,0x0004003b,0x00000007,
+    0x00000008,0x00000007,0x0004003b,0x00000007,0x00000014,0x00000007,0x0004003b,0x00000007,
+    0x0000001c,0x00000007,0x0004003b,0x00000007,0x00000028,0x00000007,0x0004003b,0x00000007,
+    0x0000002d,0x00000007,0x0004003b,0x00000007,0x00000032,0x00000007,0x0004003b,0x00000007,
+    0x00000038,0x00000007,0x0004003b,0x00000007,0x0000003d,0x00000007,0x0004003b,0x00000007,
+    0x0000003f,0x00000007,0x0004003b,0x00000007,0x00000047,0x00000007,0x0004003b,0x00000007,
+    0x00000057,0x00000007,0x0004003b,0x00000064,0x00000065,0x00000007,0x0004003b,0x00000007,
+    0x00000081,0x00000007,0x0004003b,0x00000007,0x00000089,0x00000007,0x0004003b,0x00000007,
+    0x0000008e,0x00000007,0x0004003b,0x00000007,0x00000095,0x00000007,0x0004003b,0x00000007,
+    0x0000009b,0x00000007,0x0004003b,0x00000007,0x000000a1,0x00000007,0x0004003b,0x00000007,
+    0x000000a5,0x00000007,0x0004003b,0x00000007,0x000000aa,0x00000007,0x0004003b,0x00000007,
+    0x000000b1,0x00000007,0x0004003b,0x00000007,0x000000bd,0x00000007,0x0004003b,0x00000007,
+    0x000000f9,0x00000007,0x00050041,0x0000000d,0x0000000e,0x0000000b,0x0000000c,0x0004003d,
+    0x00000006,0x0000000f,0x0000000e,0x00050041,0x0000000d,0x00000011,0x0000000b,0x00000010,
+    0x0004003d,0x00000006,0x00000012,0x00000011,0x00050084,0x00000006,0x00000013,0x0000000f,
+    0x00000012,0x0003003e,0x00000008,0x00000013,0x00050041,0x0000000d,0x00000016,0x0000000b,
+    0x00000015,0x0004003d,0x00000006,0x00000017,0x00000016,0x00050041,0x0000000d,0x00000019,
+    0x0000000b,0x00000018,0x0004003d,0x00000006,0x0000001a,0x00000019,0x00050084,0x00000006,
+    0x0000001b,0x00000017,0x0000001a,0x0003003e,0x00000014,0x0000001b,0x00050041,0x00000022,
+    0x00000023,0x00000020,0x00000021,0x0004003d,0x0000001d,0x00000024,0x00000023,0x0004007c,
+    0x00000006,0x00000025,0x00000024,0x00050084,0x00000006,0x00000027,0x00000025,0x00000026,
+    0x0003003e,0x0000001c,0x00000027,0x00050041,0x00000022,0x0000002a,0x00000020,0x00000029,
+    0x0004003d,0x0000001d,0x0000002b,0x0000002a,0x0004007c,0x00000006,0x0000002c,0x0000002b,
+    0x0003003e,0x00000028,0x0000002c,0x00050041,0x00000022,0x0000002f,0x0000002e,0x00000021,
+    0x0004003d,0x0000001d,0x00000030,0x0000002f,0x0004007c,0x00000006,0x00000031,0x00000030,
+    0x0003003e,0x0000002d,0x00000031,0x00050041,0x00000022,0x00000033,0x0000002e,0x00000021,
+    0x0004003d,0x0000001d,0x00000034,0x00000033,0x0004007c,0x00000006,0x00000035,0x00000034,
+    0x0005008b,0x00000006,0x00000037,0x00000035,0x00000036,0x0003003e,0x00000032,0x00000037,
+    0x00050041,0x00000022,0x00000039,0x0000002e,0x00000021,0x0004003d,0x0000001d,0x0000003a,
+    0x00000039,0x0004007c,0x00000006,0x0000003b,0x0000003a,0x00050087,0x00000006,0x0000003c,
+    0x0000003b,0x00000036,0x0003003e,0x00000038,0x0000003c,0x0004003d,0x00000006,0x0000003e,
+    0x0000002d,0x0003003e,0x0000003d,0x0000003e,0x0004003d,0x00000006,0x00000040,0x00000028,
+    0x00050041,0x0000000d,0x00000042,0x0000000b,0x00000041,0x0004003d,0x00000006,0x00000043,
+    0x00000042,0x00050084,0x00000006,0x00000044,0x00000040,0x00000043,0x0004003d,0x00000006,
+    0x00000045,0x00000032,0x00050080,0x00000006,0x00000046,0x00000044,0x00000045,0x0003003e,
+    0x0000003f,0x00000046,0x00050041,0x0000000d,0x00000049,0x0000000b,0x00000048,0x0004003d,
+    0x00000006,0x0000004a,0x00000049,0x00050041,0x0000000d,0x0000004c,0x0000000b,0x0000004b,
+    0x0004003d,0x00000006,0x0000004d,0x0000004c,0x00050084,0x00000006,0x0000004e,0x0000004a,
+    0x0000004d,0x00050041,0x0000000d,0x00000050,0x0000000b,0x0000004f,0x0004003d,0x00000006,
+    0x00000051,0x00000050,0x00050084,0x00000006,0x00000052,0x0000004e,0x00000051,0x00050041,
+    0x0000000d,0x00000054,0x0000000b,0x00000053,0x0004003d,0x00000006,0x00000055,0x00000054,
+    0x00050084,0x00000006,0x00000056,0x00000052,0x00000055,0x0003003e,0x00000047,0x00000056,
+    0x00050041,0x0000000d,0x00000058,0x0000000b,0x00000048,0x0004003d,0x00000006,0x00000059,
+    0x00000058,0x00050041,0x0000000d,0x0000005a,0x0000000b,0x0000004b,0x0004003d,0x00000006,
+    0x0000005b,0x0000005a,0x00050084,0x00000006,0x0000005c,0x00000059,0x0000005b,0x00050041,
+    0x0000000d,0x0000005d,0x0000000b,0x0000000c,0x0004003d,0x00000006,0x0000005e,0x0000005d,
+    0x00050084,0x00000006,0x0000005f,0x0000005c,0x0000005e,0x00050041,0x0000000d,0x00000060,
+    0x0000000b,0x00000010,0x0004003d,0x00000006,0x00000061,0x00000060,0x00050084,0x00000006,
+    0x00000062,0x0000005f,0x00000061,0x0003003e,0x00000057,0x00000062,0x0004003d,0x00000006,
+    0x0000006a,0x00000028,0x00060041,0x0000006b,0x0000006c,0x00000069,0x0000004f,0x0000006a,
+    0x0004003d,0x00000063,0x0000006d,0x0000006c,0x0003003e,0x00000065,0x0000006d,0x0004003d,
+    0x00000006,0x0000006e,0x00000038,0x000500aa,0x0000006f,0x00000070,0x0000006e,0x0000004f,
+    0x000300f7,0x00000072,0x00000000,0x000400fa,0x00000070,0x00000071,0x00000072,0x000200f8,
+    0x00000071,0x0004003d,0x00000006,0x00000077,0x00000032,0x0004003d,0x00000006,0x0000007c,
+    0x0000003f,0x00060041,0x0000006b,0x0000007d,0x0000007b,0x0000004f,0x0000007c,0x0004003d,
+    0x00000063,0x0000007e,0x0000007d,0x00050041,0x0000007f,0x00000080,0x00000076,0x00000077,
+    0x0003003e,0x00000080,0x0000007e,0x000200f9,0x00000072,0x000200f8,0x00000072,0x0003003e,
+    0x00000081,0x0000004f,0x000200f9,0x00000082,0x000200f8,0x00000082,0x000400f6,0x00000084,
+    0x00000085,0x00000000,0x000200f9,0x00000086,0x000200f8,0x00000086,0x0004003d,0x00000006,
+    0x00000087,0x00000081,0x000500b1,0x0000006f,0x00000088,0x00000087,0x00000018,0x000400fa,
+    0x00000088,0x00000083,0x00000084,0x000200f8,0x00000083,0x0004003d,0x00000006,0x0000008a,
+    0x00000081,0x00050041,0x0000000d,0x0000008b,0x0000000b,0x00000018,0x0004003d,0x00000006,
+    0x0000008c,0x0000008b,0x00050087,0x00000006,0x0000008d,0x0000008a,0x0000008c,0x0003003e,
+    0x00000089,0x0000008d,0x0004003d,0x00000006,0x0000008f,0x00000081,0x0004003d,0x00000006,
+    0x00000090,0x00000089,0x00050041,0x0000000d,0x00000091,0x0000000b,0x00000018,0x0004003d,
+    0x00000006,0x00000092,0x00000091,0x00050084,0x00000006,0x00000093,0x00000090,0x00000092,
+    0x00050082,0x00000006,0x00000094,0x0000008f,0x00000093,0x0003003e,0x0000008e,0x00000094,
+    0x0004003d,0x00000006,0x00000096,0x00000089,0x00050041,0x0000000d,0x00000098,0x0000000b,
+    0x00000097,0x0004003d,0x00000006,0x00000099,0x00000098,0x00050084,0x00000006,0x0000009a,
+    0x00000096,0x00000099,0x0003003e,0x00000095,0x0000009a,0x0004003d,0x00000006,0x0000009c,
+    0x0000008e,0x00050041,0x0000000d,0x0000009e,0x0000000b,0x0000009d,0x0004003d,0x00000006,
+    0x0000009f,0x0000009e,0x00050084,0x00000006,0x000000a0,0x0000009c,0x0000009f,0x0003003e,
+    0x0000009b,0x000000a0,0x0004003d,0x00000006,0x000000a2,0x0000003d,0x0004003d,0x00000006,
+    0x000000a3,0x0000001c,0x00050080,0x00000006,0x000000a4,0x000000a2,0x000000a3,0x0003003e,
+    0x000000a1,0x000000a4,0x0004003d,0x00000006,0x000000a6,0x000000a1,0x00050041,0x0000000d,
+    0x000000a7,0x0000000b,0x00000010,0x0004003d,0x00000006,0x000000a8,0x000000a7,0x00050087,
+    0x00000006,0x000000a9,0x000000a6,0x000000a8,0x0003003e,0x000000a5,0x000000a9,0x0004003d,
+    0x00000006,0x000000ab,0x000000a1,0x0004003d,0x00000006,0x000000ac,0x000000a5,0x00050041,
+    0x0000000d,0x000000ad,0x0000000b,0x00000010,0x0004003d,0x00000006,0x000000ae,0x000000ad,
+    0x00050084,0x00000006,0x000000af,0x000000ac,0x000000ae,0x00050082,0x00000006,0x000000b0,
+    0x000000ab,0x000000af,0x0003003e,0x000000aa,0x000000b0,0x0004003d,0x00000006,0x000000b2,
+    0x000000a5,0x00050041,0x0000000d,0x000000b4,0x0000000b,0x000000b3,0x0004003d,0x00000006,
+    0x000000b5,0x000000b4,0x00050084,0x00000006,0x000000b6,0x000000b2,0x000000b5,0x0004003d,
+    0x00000006,0x000000b7,0x00000095,0x00050080,0x00000006,0x000000b8,0x000000b6,0x000000b7,
+    0x00050041,0x0000000d,0x000000ba,0x0000000b,0x000000b9,0x0004003d,0x00000006,0x000000bb,
+    0x000000ba,0x00050082,0x00000006,0x000000bc,0x000000b8,0x000000bb,0x0003003e,0x000000b1,
+    0x000000bc,0x0004003d,0x00000006,0x000000be,0x000000aa,0x00050041,0x0000000d,0x000000c0,
+    0x0000000b,0x000000bf,0x0004003d,0x00000006,0x000000c1,0x000000c0,0x00050084,0x00000006,
+    0x000000c2,0x000000be,0x000000c1,0x0004003d,0x00000006,0x000000c3,0x0000009b,0x00050080,
+    0x00000006,0x000000c4,0x000000c2,0x000000c3,0x00050041,0x0000000d,0x000000c6,0x0000000b,
+    0x000000c5,0x0004003d,0x00000006,0x000000c7,0x000000c6,0x00050082,0x00000006,0x000000c8,
+    0x000000c4,0x000000c7,0x0003003e,0x000000bd,0x000000c8,0x0004003d,0x00000006,0x000000c9,
+    0x000000b1,0x0004007c,0x0000001d,0x000000ca,0x000000c9,0x00050041,0x0000000d,0x000000cb,
+    0x0000000b,0x0000004f,0x0004003d,0x00000006,0x000000cc,0x000000cb,0x0004007c,0x0000001d,
+    0x000000cd,0x000000cc,0x000500b0,0x0000006f,0x000000ce,0x000000ca,0x000000cd,0x000300f7,
+    0x000000d0,0x00000000,0x000400fa,0x000000ce,0x000000cf,0x000000d0,0x000200f8,0x000000cf,
+    0x0004003d,0x00000006,0x000000d1,0x000000bd,0x0004007c,0x0000001d,0x000000d2,0x000000d1,
+    0x00050041,0x0000000d,0x000000d3,0x0000000b,0x00000053,0x0004003d,0x00000006,0x000000d4,
+    0x000000d3,0x0004007c,0x0000001d,0x000000d5,0x000000d4,0x000500b0,0x0000006f,0x000000d6,
+    0x000000d2,0x000000d5,0x000200f9,0x000000d0,0x000200f8,0x000000d0,0x000700f5,0x0000006f,
+    0x000000d7,0x000000ce,0x00000083,0x000000d6,0x000000cf,0x000300f7,0x000000d9,0x00000000,
+    0x000400fa,0x000000d7,0x000000d8,0x000000f0,0x000200f8,0x000000d8,0x0004003d,0x00000006,
+    0x000000df,0x00000081,0x0004003d,0x00000006,0x000000e0,0x0000003d,0x0004003d,0x00000006,
+    0x000000e5,0x00000047,0x0004003d,0x00000006,0x000000e6,0x000000b1,0x00050041,0x0000000d,
+    0x000000e7,0x0000000b,0x00000053,0x0004003d,0x00000006,0x000000e8,0x000000e7,0x00050084,
+    0x00000006,0x000000e9,0x000000e6,0x000000e8,0x00050080,0x00000006,0x000000ea,0x000000e5,
+    0x000000e9,0x0004003d,0x00000006,0x000000eb,0x000000bd,0x00050080,0x00000006,0x000000ec,
+    0x000000ea,0x000000eb,0x00060041,0x0000006b,0x000000ed,0x000000e4,0x0000004f,0x000000ec,
+    0x0004003d,0x00000063,0x000000ee,0x000000ed,0x00060041,0x0000007f,0x000000ef,0x000000de,
+    0x000000df,0x000000e0,0x0003003e,0x000000ef,0x000000ee,0x000200f9,0x000000d9,0x000200f8,
+    0x000000f0,0x0004003d,0x00000006,0x000000f1,0x00000081,0x0004003d,0x00000006,0x000000f2,
+    0x0000003d,0x00060041,0x0000007f,0x000000f4,0x000000de,0x000000f1,0x000000f2,0x0003003e,
+    0x000000f4,0x000000f3,0x000200f9,0x000000d9,0x000200f8,0x000000d9,0x000200f9,0x00000085,
+    0x000200f8,0x00000085,0x0004003d,0x00000006,0x000000f5,0x00000081,0x00050080,0x00000006,
+    0x000000f6,0x000000f5,0x00000053,0x0003003e,0x00000081,0x000000f6,0x000200f9,0x00000082,
+    0x000200f8,0x00000084,0x000400e0,0x000000f7,0x000000f7,0x000000f8,0x0003003e,0x000000f9,
+    0x0000004f,0x000200f9,0x000000fa,0x000200f8,0x000000fa,0x000400f6,0x000000fc,0x000000fd,
+    0x00000000,0x000200f9,0x000000fe,0x000200f8,0x000000fe,0x0004003d,0x00000006,0x000000ff,
+    0x000000f9,0x000500b1,0x0000006f,0x00000100,0x000000ff,0x00000018,0x000400fa,0x00000100,
+    0x000000fb,0x000000fc,0x000200f8,0x000000fb,0x0004003d,0x00000006,0x00000101,0x000000f9,
+    0x00050041,0x0000007f,0x00000102,0x00000076,0x00000101,0x0004003d,0x00000063,0x00000103,
+    0x00000102,0x0004003d,0x00000006,0x00000104,0x000000f9,0x0004003d,0x00000006,0x00000105,
+    0x0000003d,0x00060041,0x0000007f,0x00000106,0x000000de,0x00000104,0x00000105,0x0004003d,
+    0x00000063,0x00000107,0x00000106,0x00050085,0x00000063,0x00000108,0x00000103,0x00000107,
+    0x0004003d,0x00000063,0x00000109,0x00000065,0x00050081,0x00000063,0x0000010a,0x00000109,
+    0x00000108,0x0003003e,0x00000065,0x0000010a,0x000200f9,0x000000fd,0x000200f8,0x000000fd,
+    0x0004003d,0x00000006,0x0000010b,0x000000f9,0x00050080,0x00000006,0x0000010c,0x0000010b,
+    0x00000053,0x0003003e,0x000000f9,0x0000010c,0x000200f9,0x000000fa,0x000200f8,0x000000fc,
+    0x000400e0,0x000000f7,0x000000f7,0x000000f8,0x00050041,0x0000000d,0x0000010d,0x0000000b,
+    0x00000036,0x0004003d,0x00000006,0x0000010e,0x0000010d,0x000500aa,0x0000006f,0x0000010f,
+    0x0000010e,0x00000053,0x000300f7,0x00000111,0x00000000,0x000400fa,0x0000010f,0x00000110,
+    0x00000114,0x000200f8,0x00000110,0x0004003d,0x00000063,0x00000112,0x00000065,0x0007000c,
+    0x00000063,0x00000113,0x00000001,0x00000028,0x00000112,0x000000f3,0x0003003e,0x00000065,
+    0x00000113,0x000200f9,0x00000111,0x000200f8,0x00000114,0x00050041,0x0000000d,0x00000115,
+    0x0000000b,0x00000036,0x0004003d,0x00000006,0x00000116,0x00000115,0x000500aa,0x0000006f,
+    0x00000117,0x00000116,0x0000000c,0x000300f7,0x00000119,0x00000000,0x000400fa,0x00000117,
+    0x00000118,0x00000119,0x000200f8,0x00000118,0x0004003d,0x00000063,0x0000011a,0x00000065,
+    0x0008000c,0x00000063,0x0000011c,0x00000001,0x0000002b,0x0000011a,0x000000f3,0x0000011b,
+    0x0003003e,0x00000065,0x0000011c,0x000200f9,0x00000119,0x000200f8,0x00000119,0x000200f9,
+    0x00000111,0x000200f8,0x00000111,0x0004003d,0x00000006,0x0000011d,0x0000003d,0x0004003d,
+    0x00000006,0x0000011e,0x0000001c,0x00050080,0x00000006,0x0000011f,0x0000011e,0x0000011d,
+    0x0003003e,0x0000001c,0x0000011f,0x0004003d,0x00000006,0x00000120,0x0000001c,0x0004003d,
+    0x00000006,0x00000121,0x00000008,0x000500b1,0x0000006f,0x00000122,0x00000120,0x00000121,
+    0x000300f7,0x00000124,0x00000000,0x000400fa,0x00000122,0x00000123,0x00000124,0x000200f8,
+    0x00000123,0x0004003d,0x00000006,0x00000129,0x00000057,0x0004003d,0x00000006,0x0000012a,
+    0x0000001c,0x00050080,0x00000006,0x0000012b,0x00000129,0x0000012a,0x0004003d,0x00000063,
+    0x0000012c,0x00000065,0x00060041,0x0000006b,0x0000012d,0x00000128,0x0000004f,0x0000012b,
+    0x0003003e,0x0000012d,0x0000012c,0x000200f9,0x00000124,0x000200f8,0x00000124,0x000100fd,
+    0x00010038
+};
+
+}}} // namespace cv::dnn::vkcom

modules/dnn/src/vkcom/shader/conv_depthwise_spv.cpp

@@ -0,0 +1,274 @@
+// 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.
+
+#include "../../precomp.hpp"
+
+namespace cv { namespace dnn { namespace vkcom {
+
+extern const unsigned int conv_depthwise_spv[2092] = {
+    0x07230203,0x00010000,0x0008000b,0x00000143,0x00000000,0x00020011,0x00000001,0x0006000b,
+    0x00000001,0x4c534c47,0x6474732e,0x3035342e,0x00000000,0x0003000e,0x00000000,0x00000001,
+    0x0007000f,0x00000005,0x00000004,0x6e69616d,0x00000000,0x00000026,0x00000034,0x00060010,
+    0x00000004,0x00000011,0x00000040,0x00000001,0x00000001,0x00030003,0x00000002,0x000001c2,
+    0x00040005,0x00000004,0x6e69616d,0x00000000,0x00050005,0x00000008,0x7074756f,0x6c507475,
+    0x00006e61,0x00050005,0x00000009,0x68737570,0x636f6c42,0x0000006b,0x00040006,0x00000009,
+    0x00000000,0x00006948,0x00040006,0x00000009,0x00000001,0x00006957,0x00040006,0x00000009,
+    0x00000002,0x00003048,0x00040006,0x00000009,0x00000003,0x00003057,0x00060006,0x00000009,
+    0x00000004,0x69727473,0x685f6564,0x00000000,0x00060006,0x00000009,0x00000005,0x69727473,
+    0x775f6564,0x00000000,0x00050006,0x00000009,0x00000006,0x5f646170,0x00000068,0x00050006,
+    0x00000009,0x00000007,0x5f646170,0x00000077,0x00040006,0x00000009,0x00000008,0x00006b48,
+    0x00040006,0x00000009,0x00000009,0x00006b57,0x00060006,0x00000009,0x0000000a,0x616c6964,
+    0x6e6f6974,0x0000685f,0x00060006,0x00000009,0x0000000b,0x616c6964,0x6e6f6974,0x0000775f,
+    0x00040006,0x00000009,0x0000000c,0x0000674b,0x00040006,0x00000009,0x0000000d,0x00006743,
+    0x00050006,0x00000009,0x0000000e,0x756f7267,0x00000070,0x00070006,0x00000009,0x0000000f,
+    0x6b486743,0x615f6b57,0x6e67696c,0x00006465,0x00070006,0x00000009,0x00000010,0x69746361,
+    0x69746176,0x79546e6f,0x00006570,0x00050006,0x00000009,0x00000011,0x63746162,0x00006968,
+    0x00050006,0x00000009,0x00000012,0x756e755f,0x00646573,0x00030005,0x0000000b,0x00000070,
+    0x00040005,0x00000014,0x6b576b48,0x00000000,0x00040005,0x0000001c,0x7274534b,0x00007069,
+    0x00040005,0x00000022,0x6e497768,0x00786564,0x00060005,0x00000026,0x575f6c67,0x476b726f,
+    0x70756f72,0x00004449,0x00040005,0x0000002e,0x646e496b,0x00007865,0x00040005,0x00000033,
+    0x61636f6c,0x00785f6c,0x00080005,0x00000034,0x4c5f6c67,0x6c61636f,0x6f766e49,0x69746163,
+    0x44496e6f,0x00000000,0x00050005,0x00000038,0x6f6c5f77,0x5f6c6163,0x00000078,0x00050005,
+    0x0000003d,0x6f6c5f77,0x5f6c6163,0x00000079,0x00050005,0x00000042,0x6c5f6e69,0x6c61636f,
+    0x0000785f,0x00040005,0x00000044,0x66666f77,0x00746573,0x00050005,0x0000004b,0x666f6e69,
+    0x74657366,0x00000000,0x00050005,0x0000005b,0x6f74756f,0x65736666,0x00000074,0x00030005,
+    0x00000069,0x006d7573,0x00040005,0x0000006b,0x75706e49,0x00003174,0x00060006,0x0000006b,
+    0x00000000,0x73616962,0x7461645f,0x00000061,0x00030005,0x0000006d,0x00000000,0x00030005,
+    0x00000072,0x00000069,0x00040005,0x0000007c,0x7274536b,0x00007069,0x00040005,0x00000086,
+    0x61687377,0x00006572,0x00040005,0x00000089,0x75706e49,0x00003274,0x00060006,0x00000089,
+    0x00000000,0x67696577,0x645f7468,0x00617461,0x00030005,0x0000008b,0x00000000,0x00030005,
+    0x00000093,0x0000006b,0x00030005,0x0000009b,0x00006b68,0x00030005,0x000000a0,0x00006b77,
+    0x00030005,0x000000a7,0x00006864,0x00030005,0x000000ad,0x00007764,0x00040005,0x000000b3,
+    0x30773068,0x00000000,0x00030005,0x000000b7,0x00003068,0x00030005,0x000000bc,0x00003077,
+    0x00030005,0x000000c3,0x00006968,0x00030005,0x000000cf,0x00006977,0x00040005,0x000000f0,
+    0x68736e69,0x00657261,0x00040005,0x000000f4,0x75706e49,0x00003074,0x00060006,0x000000f4,
+    0x00000000,0x67616d69,0x61645f65,0x00006174,0x00030005,0x000000f6,0x00000000,0x00030005,
+    0x0000010b,0x0000006a,0x00040005,0x0000013a,0x7074754f,0x00007475,0x00060006,0x0000013a,
+    0x00000000,0x7074756f,0x645f7475,0x00617461,0x00030005,0x0000013c,0x00000000,0x00050048,
+    0x00000009,0x00000000,0x00000023,0x00000000,0x00050048,0x00000009,0x00000001,0x00000023,
+    0x00000004,0x00050048,0x00000009,0x00000002,0x00000023,0x00000008,0x00050048,0x00000009,
+    0x00000003,0x00000023,0x0000000c,0x00050048,0x00000009,0x00000004,0x00000023,0x00000010,
+    0x00050048,0x00000009,0x00000005,0x00000023,0x00000014,0x00050048,0x00000009,0x00000006,
+    0x00000023,0x00000018,0x00050048,0x00000009,0x00000007,0x00000023,0x0000001c,0x00050048,
+    0x00000009,0x00000008,0x00000023,0x00000020,0x00050048,0x00000009,0x00000009,0x00000023,
+    0x00000024,0x00050048,0x00000009,0x0000000a,0x00000023,0x00000028,0x00050048,0x00000009,
+    0x0000000b,0x00000023,0x0000002c,0x00050048,0x00000009,0x0000000c,0x00000023,0x00000030,
+    0x00050048,0x00000009,0x0000000d,0x00000023,0x00000034,0x00050048,0x00000009,0x0000000e,
+    0x00000023,0x00000038,0x00050048,0x00000009,0x0000000f,0x00000023,0x0000003c,0x00050048,
+    0x00000009,0x00000010,0x00000023,0x00000040,0x00050048,0x00000009,0x00000011,0x00000023,
+    0x00000044,0x00050048,0x00000009,0x00000012,0x00000023,0x00000048,0x00030047,0x00000009,
+    0x00000002,0x00040047,0x0000000b,0x00000022,0x00000000,0x00040047,0x0000000b,0x00000021,
+    0x00000004,0x00040047,0x00000026,0x0000000b,0x0000001a,0x00040047,0x00000034,0x0000000b,
+    0x0000001b,0x00040047,0x0000006a,0x00000006,0x00000004,0x00040048,0x0000006b,0x00000000,
+    0x00000018,0x00050048,0x0000006b,0x00000000,0x00000023,0x00000000,0x00030047,0x0000006b,
+    0x00000003,0x00040047,0x0000006d,0x00000022,0x00000000,0x00040047,0x0000006d,0x00000021,
+    0x00000001,0x00040047,0x00000088,0x00000006,0x00000004,0x00040048,0x00000089,0x00000000,
+    0x00000018,0x00050048,0x00000089,0x00000000,0x00000023,0x00000000,0x00030047,0x00000089,
+    0x00000003,0x00040047,0x0000008b,0x00000022,0x00000000,0x00040047,0x0000008b,0x00000021,
+    0x00000002,0x00040047,0x000000f3,0x00000006,0x00000004,0x00040048,0x000000f4,0x00000000,
+    0x00000018,0x00050048,0x000000f4,0x00000000,0x00000023,0x00000000,0x00030047,0x000000f4,
+    0x00000003,0x00040047,0x000000f6,0x00000022,0x00000000,0x00040047,0x000000f6,0x00000021,
+    0x00000000,0x00040047,0x00000139,0x00000006,0x00000004,0x00040048,0x0000013a,0x00000000,
+    0x00000019,0x00050048,0x0000013a,0x00000000,0x00000023,0x00000000,0x00030047,0x0000013a,
+    0x00000003,0x00040047,0x0000013c,0x00000022,0x00000000,0x00040047,0x0000013c,0x00000021,
+    0x00000003,0x00040047,0x00000142,0x0000000b,0x00000019,0x00020013,0x00000002,0x00030021,
+    0x00000003,0x00000002,0x00040015,0x00000006,0x00000020,0x00000001,0x00040020,0x00000007,
+    0x00000007,0x00000006,0x0015001e,0x00000009,0x00000006,0x00000006,0x00000006,0x00000006,
+    0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,
+    0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,0x00040020,
+    0x0000000a,0x00000002,0x00000009,0x0004003b,0x0000000a,0x0000000b,0x00000002,0x0004002b,
+    0x00000006,0x0000000c,0x00000002,0x00040020,0x0000000d,0x00000002,0x00000006,0x0004002b,
+    0x00000006,0x00000010,0x00000003,0x0004002b,0x00000006,0x00000015,0x00000008,0x0004002b,
+    0x00000006,0x00000018,0x00000009,0x0004002b,0x00000006,0x0000001d,0x0000000f,0x0004002b,
+    0x00000006,0x00000020,0x00000010,0x00040015,0x00000023,0x00000020,0x00000000,0x00040017,
+    0x00000024,0x00000023,0x00000003,0x00040020,0x00000025,0x00000001,0x00000024,0x0004003b,
+    0x00000025,0x00000026,0x00000001,0x0004002b,0x00000023,0x00000027,0x00000000,0x00040020,
+    0x00000028,0x00000001,0x00000023,0x0004002b,0x00000006,0x0000002c,0x00000040,0x0004002b,
+    0x00000023,0x0000002f,0x00000001,0x0004003b,0x00000025,0x00000034,0x00000001,0x0004002b,
+    0x00000006,0x0000004c,0x00000011,0x0004002b,0x00000006,0x0000004f,0x0000000e,0x0004002b,
+    0x00000006,0x00000053,0x00000000,0x0004002b,0x00000006,0x00000057,0x00000001,0x00030016,
+    0x00000067,0x00000020,0x00040020,0x00000068,0x00000007,0x00000067,0x0003001d,0x0000006a,
+    0x00000067,0x0003001e,0x0000006b,0x0000006a,0x00040020,0x0000006c,0x00000002,0x0000006b,
+    0x0004003b,0x0000006c,0x0000006d,0x00000002,0x00040020,0x0000006f,0x00000002,0x00000067,
+    0x00020014,0x0000007a,0x0004002b,0x00000023,0x00000083,0x00000010,0x0004001c,0x00000084,
+    0x00000067,0x00000083,0x00040020,0x00000085,0x00000004,0x00000084,0x0004003b,0x00000085,
+    0x00000086,0x00000004,0x0003001d,0x00000088,0x00000067,0x0003001e,0x00000089,0x00000088,
+    0x00040020,0x0000008a,0x00000002,0x00000089,0x0004003b,0x0000008a,0x0000008b,0x00000002,
+    0x00040020,0x00000091,0x00000004,0x00000067,0x0004002b,0x00000006,0x000000a9,0x0000000a,
+    0x0004002b,0x00000006,0x000000af,0x0000000b,0x0004002b,0x00000006,0x000000c5,0x00000004,
+    0x0004002b,0x00000006,0x000000cb,0x00000006,0x0004002b,0x00000006,0x000000d1,0x00000005,
+    0x0004002b,0x00000006,0x000000d7,0x00000007,0x0004002b,0x00000023,0x000000ec,0x00000040,
+    0x0004001c,0x000000ed,0x00000067,0x000000ec,0x0004001c,0x000000ee,0x000000ed,0x00000083,
+    0x00040020,0x000000ef,0x00000004,0x000000ee,0x0004003b,0x000000ef,0x000000f0,0x00000004,
+    0x0003001d,0x000000f3,0x00000067,0x0003001e,0x000000f4,0x000000f3,0x00040020,0x000000f5,
+    0x00000002,0x000000f4,0x0004003b,0x000000f5,0x000000f6,0x00000002,0x0004002b,0x00000067,
+    0x00000105,0x00000000,0x0004002b,0x00000023,0x00000109,0x00000002,0x0004002b,0x00000023,
+    0x0000010a,0x00000108,0x0004002b,0x00000067,0x0000012f,0x40c00000,0x0003001d,0x00000139,
+    0x00000067,0x0003001e,0x0000013a,0x00000139,0x00040020,0x0000013b,0x00000002,0x0000013a,
+    0x0004003b,0x0000013b,0x0000013c,0x00000002,0x0006002c,0x00000024,0x00000142,0x000000ec,
+    0x0000002f,0x0000002f,0x00050036,0x00000002,0x00000004,0x00000000,0x00000003,0x000200f8,
+    0x00000005,0x0004003b,0x00000007,0x00000008,0x00000007,0x0004003b,0x00000007,0x00000014,
+    0x00000007,0x0004003b,0x00000007,0x0000001c,0x00000007,0x0004003b,0x00000007,0x00000022,
+    0x00000007,0x0004003b,0x00000007,0x0000002e,0x00000007,0x0004003b,0x00000007,0x00000033,
+    0x00000007,0x0004003b,0x00000007,0x00000038,0x00000007,0x0004003b,0x00000007,0x0000003d,
+    0x00000007,0x0004003b,0x00000007,0x00000042,0x00000007,0x0004003b,0x00000007,0x00000044,
+    0x00000007,0x0004003b,0x00000007,0x0000004b,0x00000007,0x0004003b,0x00000007,0x0000005b,
+    0x00000007,0x0004003b,0x00000068,0x00000069,0x00000007,0x0004003b,0x00000007,0x00000072,
+    0x00000007,0x0004003b,0x00000007,0x0000007c,0x00000007,0x0004003b,0x00000007,0x00000093,
+    0x00000007,0x0004003b,0x00000007,0x0000009b,0x00000007,0x0004003b,0x00000007,0x000000a0,
+    0x00000007,0x0004003b,0x00000007,0x000000a7,0x00000007,0x0004003b,0x00000007,0x000000ad,
+    0x00000007,0x0004003b,0x00000007,0x000000b3,0x00000007,0x0004003b,0x00000007,0x000000b7,
+    0x00000007,0x0004003b,0x00000007,0x000000bc,0x00000007,0x0004003b,0x00000007,0x000000c3,
+    0x00000007,0x0004003b,0x00000007,0x000000cf,0x00000007,0x0004003b,0x00000007,0x0000010b,
+    0x00000007,0x00050041,0x0000000d,0x0000000e,0x0000000b,0x0000000c,0x0004003d,0x00000006,
+    0x0000000f,0x0000000e,0x00050041,0x0000000d,0x00000011,0x0000000b,0x00000010,0x0004003d,
+    0x00000006,0x00000012,0x00000011,0x00050084,0x00000006,0x00000013,0x0000000f,0x00000012,
+    0x0003003e,0x00000008,0x00000013,0x00050041,0x0000000d,0x00000016,0x0000000b,0x00000015,
+    0x0004003d,0x00000006,0x00000017,0x00000016,0x00050041,0x0000000d,0x00000019,0x0000000b,
+    0x00000018,0x0004003d,0x00000006,0x0000001a,0x00000019,0x00050084,0x00000006,0x0000001b,
+    0x00000017,0x0000001a,0x0003003e,0x00000014,0x0000001b,0x00050041,0x0000000d,0x0000001e,
+    0x0000000b,0x0000001d,0x0004003d,0x00000006,0x0000001f,0x0000001e,0x00050087,0x00000006,
+    0x00000021,0x0000001f,0x00000020,0x0003003e,0x0000001c,0x00000021,0x00050041,0x00000028,
+    0x00000029,0x00000026,0x00000027,0x0004003d,0x00000023,0x0000002a,0x00000029,0x0004007c,
+    0x00000006,0x0000002b,0x0000002a,0x00050084,0x00000006,0x0000002d,0x0000002b,0x0000002c,
+    0x0003003e,0x00000022,0x0000002d,0x00050041,0x00000028,0x00000030,0x00000026,0x0000002f,
+    0x0004003d,0x00000023,0x00000031,0x00000030,0x0004007c,0x00000006,0x00000032,0x00000031,
+    0x0003003e,0x0000002e,0x00000032,0x00050041,0x00000028,0x00000035,0x00000034,0x00000027,
+    0x0004003d,0x00000023,0x00000036,0x00000035,0x0004007c,0x00000006,0x00000037,0x00000036,
+    0x0003003e,0x00000033,0x00000037,0x00050041,0x00000028,0x00000039,0x00000034,0x00000027,
+    0x0004003d,0x00000023,0x0000003a,0x00000039,0x0004007c,0x00000006,0x0000003b,0x0000003a,
+    0x0005008b,0x00000006,0x0000003c,0x0000003b,0x00000020,0x0003003e,0x00000038,0x0000003c,
+    0x00050041,0x00000028,0x0000003e,0x00000034,0x00000027,0x0004003d,0x00000023,0x0000003f,
+    0x0000003e,0x0004007c,0x00000006,0x00000040,0x0000003f,0x00050087,0x00000006,0x00000041,
+    0x00000040,0x00000020,0x0003003e,0x0000003d,0x00000041,0x0004003d,0x00000006,0x00000043,
+    0x00000033,0x0003003e,0x00000042,0x00000043,0x0004003d,0x00000006,0x00000045,0x0000002e,
+    0x00050041,0x0000000d,0x00000046,0x0000000b,0x0000001d,0x0004003d,0x00000006,0x00000047,
+    0x00000046,0x00050084,0x00000006,0x00000048,0x00000045,0x00000047,0x0004003d,0x00000006,
+    0x00000049,0x00000038,0x00050080,0x00000006,0x0000004a,0x00000048,0x00000049,0x0003003e,
+    0x00000044,0x0000004a,0x00050041,0x0000000d,0x0000004d,0x0000000b,0x0000004c,0x0004003d,
+    0x00000006,0x0000004e,0x0000004d,0x00050041,0x0000000d,0x00000050,0x0000000b,0x0000004f,
+    0x0004003d,0x00000006,0x00000051,0x00000050,0x00050084,0x00000006,0x00000052,0x0000004e,
+    0x00000051,0x00050041,0x0000000d,0x00000054,0x0000000b,0x00000053,0x0004003d,0x00000006,
+    0x00000055,0x00000054,0x00050084,0x00000006,0x00000056,0x00000052,0x00000055,0x00050041,
+    0x0000000d,0x00000058,0x0000000b,0x00000057,0x0004003d,0x00000006,0x00000059,0x00000058,
+    0x00050084,0x00000006,0x0000005a,0x00000056,0x00000059,0x0003003e,0x0000004b,0x0000005a,
+    0x00050041,0x0000000d,0x0000005c,0x0000000b,0x0000004c,0x0004003d,0x00000006,0x0000005d,
+    0x0000005c,0x00050041,0x0000000d,0x0000005e,0x0000000b,0x0000004f,0x0004003d,0x00000006,
+    0x0000005f,0x0000005e,0x00050084,0x00000006,0x00000060,0x0000005d,0x0000005f,0x00050041,
+    0x0000000d,0x00000061,0x0000000b,0x0000000c,0x0004003d,0x00000006,0x00000062,0x00000061,
+    0x00050084,0x00000006,0x00000063,0x00000060,0x00000062,0x00050041,0x0000000d,0x00000064,
+    0x0000000b,0x00000010,0x0004003d,0x00000006,0x00000065,0x00000064,0x00050084,0x00000006,
+    0x00000066,0x00000063,0x00000065,0x0003003e,0x0000005b,0x00000066,0x0004003d,0x00000006,
+    0x0000006e,0x0000002e,0x00060041,0x0000006f,0x00000070,0x0000006d,0x00000053,0x0000006e,
+    0x0004003d,0x00000067,0x00000071,0x00000070,0x0003003e,0x00000069,0x00000071,0x0003003e,
+    0x00000072,0x00000053,0x000200f9,0x00000073,0x000200f8,0x00000073,0x000400f6,0x00000075,
+    0x00000076,0x00000000,0x000200f9,0x00000077,0x000200f8,0x00000077,0x0004003d,0x00000006,
+    0x00000078,0x00000072,0x0004003d,0x00000006,0x00000079,0x0000001c,0x000500b1,0x0000007a,
+    0x0000007b,0x00000078,0x00000079,0x000400fa,0x0000007b,0x00000074,0x00000075,0x000200f8,
+    0x00000074,0x0004003d,0x00000006,0x0000007d,0x00000072,0x00050084,0x00000006,0x0000007e,
+    0x0000007d,0x00000020,0x0003003e,0x0000007c,0x0000007e,0x0004003d,0x00000006,0x0000007f,
+    0x0000003d,0x000500aa,0x0000007a,0x00000080,0x0000007f,0x00000053,0x000300f7,0x00000082,
+    0x00000000,0x000400fa,0x00000080,0x00000081,0x00000082,0x000200f8,0x00000081,0x0004003d,
+    0x00000006,0x00000087,0x00000038,0x0004003d,0x00000006,0x0000008c,0x00000044,0x0004003d,
+    0x00000006,0x0000008d,0x0000007c,0x00050080,0x00000006,0x0000008e,0x0000008c,0x0000008d,
+    0x00060041,0x0000006f,0x0000008f,0x0000008b,0x00000053,0x0000008e,0x0004003d,0x00000067,
+    0x00000090,0x0000008f,0x00050041,0x00000091,0x00000092,0x00000086,0x00000087,0x0003003e,
+    0x00000092,0x00000090,0x000200f9,0x00000082,0x000200f8,0x00000082,0x0003003e,0x00000093,
+    0x00000053,0x000200f9,0x00000094,0x000200f8,0x00000094,0x000400f6,0x00000096,0x00000097,
+    0x00000000,0x000200f9,0x00000098,0x000200f8,0x00000098,0x0004003d,0x00000006,0x00000099,
+    0x00000093,0x000500b1,0x0000007a,0x0000009a,0x00000099,0x00000020,0x000400fa,0x0000009a,
+    0x00000095,0x00000096,0x000200f8,0x00000095,0x0004003d,0x00000006,0x0000009c,0x00000093,
+    0x00050041,0x0000000d,0x0000009d,0x0000000b,0x00000018,0x0004003d,0x00000006,0x0000009e,
+    0x0000009d,0x00050087,0x00000006,0x0000009f,0x0000009c,0x0000009e,0x0003003e,0x0000009b,
+    0x0000009f,0x0004003d,0x00000006,0x000000a1,0x00000093,0x0004003d,0x00000006,0x000000a2,
+    0x0000009b,0x00050041,0x0000000d,0x000000a3,0x0000000b,0x00000018,0x0004003d,0x00000006,
+    0x000000a4,0x000000a3,0x00050084,0x00000006,0x000000a5,0x000000a2,0x000000a4,0x00050082,
+    0x00000006,0x000000a6,0x000000a1,0x000000a5,0x0003003e,0x000000a0,0x000000a6,0x0004003d,
+    0x00000006,0x000000a8,0x0000009b,0x00050041,0x0000000d,0x000000aa,0x0000000b,0x000000a9,
+    0x0004003d,0x00000006,0x000000ab,0x000000aa,0x00050084,0x00000006,0x000000ac,0x000000a8,
+    0x000000ab,0x0003003e,0x000000a7,0x000000ac,0x0004003d,0x00000006,0x000000ae,0x000000a0,
+    0x00050041,0x0000000d,0x000000b0,0x0000000b,0x000000af,0x0004003d,0x00000006,0x000000b1,
+    0x000000b0,0x00050084,0x00000006,0x000000b2,0x000000ae,0x000000b1,0x0003003e,0x000000ad,
+    0x000000b2,0x0004003d,0x00000006,0x000000b4,0x00000042,0x0004003d,0x00000006,0x000000b5,
+    0x00000022,0x00050080,0x00000006,0x000000b6,0x000000b4,0x000000b5,0x0003003e,0x000000b3,
+    0x000000b6,0x0004003d,0x00000006,0x000000b8,0x000000b3,0x00050041,0x0000000d,0x000000b9,
+    0x0000000b,0x00000010,0x0004003d,0x00000006,0x000000ba,0x000000b9,0x00050087,0x00000006,
+    0x000000bb,0x000000b8,0x000000ba,0x0003003e,0x000000b7,0x000000bb,0x0004003d,0x00000006,
+    0x000000bd,0x000000b3,0x0004003d,0x00000006,0x000000be,0x000000b7,0x00050041,0x0000000d,
+    0x000000bf,0x0000000b,0x00000010,0x0004003d,0x00000006,0x000000c0,0x000000bf,0x00050084,
+    0x00000006,0x000000c1,0x000000be,0x000000c0,0x00050082,0x00000006,0x000000c2,0x000000bd,
+    0x000000c1,0x0003003e,0x000000bc,0x000000c2,0x0004003d,0x00000006,0x000000c4,0x000000b7,
+    0x00050041,0x0000000d,0x000000c6,0x0000000b,0x000000c5,0x0004003d,0x00000006,0x000000c7,
+    0x000000c6,0x00050084,0x00000006,0x000000c8,0x000000c4,0x000000c7,0x0004003d,0x00000006,
+    0x000000c9,0x000000a7,0x00050080,0x00000006,0x000000ca,0x000000c8,0x000000c9,0x00050041,
+    0x0000000d,0x000000cc,0x0000000b,0x000000cb,0x0004003d,0x00000006,0x000000cd,0x000000cc,
+    0x00050082,0x00000006,0x000000ce,0x000000ca,0x000000cd,0x0003003e,0x000000c3,0x000000ce,
+    0x0004003d,0x00000006,0x000000d0,0x000000bc,0x00050041,0x0000000d,0x000000d2,0x0000000b,
+    0x000000d1,0x0004003d,0x00000006,0x000000d3,0x000000d2,0x00050084,0x00000006,0x000000d4,
+    0x000000d0,0x000000d3,0x0004003d,0x00000006,0x000000d5,0x000000ad,0x00050080,0x00000006,
+    0x000000d6,0x000000d4,0x000000d5,0x00050041,0x0000000d,0x000000d8,0x0000000b,0x000000d7,
+    0x0004003d,0x00000006,0x000000d9,0x000000d8,0x00050082,0x00000006,0x000000da,0x000000d6,
+    0x000000d9,0x0003003e,0x000000cf,0x000000da,0x0004003d,0x00000006,0x000000db,0x000000c3,
+    0x0004007c,0x00000023,0x000000dc,0x000000db,0x00050041,0x0000000d,0x000000dd,0x0000000b,
+    0x00000053,0x0004003d,0x00000006,0x000000de,0x000000dd,0x0004007c,0x00000023,0x000000df,
+    0x000000de,0x000500b0,0x0000007a,0x000000e0,0x000000dc,0x000000df,0x000300f7,0x000000e2,
+    0x00000000,0x000400fa,0x000000e0,0x000000e1,0x000000e2,0x000200f8,0x000000e1,0x0004003d,
+    0x00000006,0x000000e3,0x000000cf,0x0004007c,0x00000023,0x000000e4,0x000000e3,0x00050041,
+    0x0000000d,0x000000e5,0x0000000b,0x00000057,0x0004003d,0x00000006,0x000000e6,0x000000e5,
+    0x0004007c,0x00000023,0x000000e7,0x000000e6,0x000500b0,0x0000007a,0x000000e8,0x000000e4,
+    0x000000e7,0x000200f9,0x000000e2,0x000200f8,0x000000e2,0x000700f5,0x0000007a,0x000000e9,
+    0x000000e0,0x00000095,0x000000e8,0x000000e1,0x000300f7,0x000000eb,0x00000000,0x000400fa,
+    0x000000e9,0x000000ea,0x00000102,0x000200f8,0x000000ea,0x0004003d,0x00000006,0x000000f1,
+    0x00000093,0x0004003d,0x00000006,0x000000f2,0x00000042,0x0004003d,0x00000006,0x000000f7,
+    0x0000004b,0x0004003d,0x00000006,0x000000f8,0x000000c3,0x00050041,0x0000000d,0x000000f9,
+    0x0000000b,0x00000057,0x0004003d,0x00000006,0x000000fa,0x000000f9,0x00050084,0x00000006,
+    0x000000fb,0x000000f8,0x000000fa,0x00050080,0x00000006,0x000000fc,0x000000f7,0x000000fb,
+    0x0004003d,0x00000006,0x000000fd,0x000000cf,0x00050080,0x00000006,0x000000fe,0x000000fc,
+    0x000000fd,0x00060041,0x0000006f,0x000000ff,0x000000f6,0x00000053,0x000000fe,0x0004003d,
+    0x00000067,0x00000100,0x000000ff,0x00060041,0x00000091,0x00000101,0x000000f0,0x000000f1,
+    0x000000f2,0x0003003e,0x00000101,0x00000100,0x000200f9,0x000000eb,0x000200f8,0x00000102,
+    0x0004003d,0x00000006,0x00000103,0x00000093,0x0004003d,0x00000006,0x00000104,0x00000042,
+    0x00060041,0x00000091,0x00000106,0x000000f0,0x00000103,0x00000104,0x0003003e,0x00000106,
+    0x00000105,0x000200f9,0x000000eb,0x000200f8,0x000000eb,0x000200f9,0x00000097,0x000200f8,
+    0x00000097,0x0004003d,0x00000006,0x00000107,0x00000093,0x00050080,0x00000006,0x00000108,
+    0x00000107,0x00000057,0x0003003e,0x00000093,0x00000108,0x000200f9,0x00000094,0x000200f8,
+    0x00000096,0x000400e0,0x00000109,0x00000109,0x0000010a,0x0003003e,0x0000010b,0x00000053,
+    0x000200f9,0x0000010c,0x000200f8,0x0000010c,0x000400f6,0x0000010e,0x0000010f,0x00000000,
+    0x000200f9,0x00000110,0x000200f8,0x00000110,0x0004003d,0x00000006,0x00000111,0x0000010b,
+    0x000500b1,0x0000007a,0x00000112,0x00000111,0x00000020,0x000400fa,0x00000112,0x0000010d,
+    0x0000010e,0x000200f8,0x0000010d,0x0004003d,0x00000006,0x00000113,0x0000010b,0x00050041,
+    0x00000091,0x00000114,0x00000086,0x00000113,0x0004003d,0x00000067,0x00000115,0x00000114,
+    0x0004003d,0x00000006,0x00000116,0x0000010b,0x0004003d,0x00000006,0x00000117,0x00000042,
+    0x00060041,0x00000091,0x00000118,0x000000f0,0x00000116,0x00000117,0x0004003d,0x00000067,
+    0x00000119,0x00000118,0x00050085,0x00000067,0x0000011a,0x00000115,0x00000119,0x0004003d,
+    0x00000067,0x0000011b,0x00000069,0x00050081,0x00000067,0x0000011c,0x0000011b,0x0000011a,
+    0x0003003e,0x00000069,0x0000011c,0x000200f9,0x0000010f,0x000200f8,0x0000010f,0x0004003d,
+    0x00000006,0x0000011d,0x0000010b,0x00050080,0x00000006,0x0000011e,0x0000011d,0x00000057,
+    0x0003003e,0x0000010b,0x0000011e,0x000200f9,0x0000010c,0x000200f8,0x0000010e,0x000400e0,
+    0x00000109,0x00000109,0x0000010a,0x000200f9,0x00000076,0x000200f8,0x00000076,0x0004003d,
+    0x00000006,0x0000011f,0x00000072,0x00050080,0x00000006,0x00000120,0x0000011f,0x00000057,
+    0x0003003e,0x00000072,0x00000120,0x000200f9,0x00000073,0x000200f8,0x00000075,0x00050041,
+    0x0000000d,0x00000121,0x0000000b,0x00000020,0x0004003d,0x00000006,0x00000122,0x00000121,
+    0x000500aa,0x0000007a,0x00000123,0x00000122,0x00000057,0x000300f7,0x00000125,0x00000000,
+    0x000400fa,0x00000123,0x00000124,0x00000128,0x000200f8,0x00000124,0x0004003d,0x00000067,
+    0x00000126,0x00000069,0x0007000c,0x00000067,0x00000127,0x00000001,0x00000028,0x00000126,
+    0x00000105,0x0003003e,0x00000069,0x00000127,0x000200f9,0x00000125,0x000200f8,0x00000128,
+    0x00050041,0x0000000d,0x00000129,0x0000000b,0x00000020,0x0004003d,0x00000006,0x0000012a,
+    0x00000129,0x000500aa,0x0000007a,0x0000012b,0x0000012a,0x0000000c,0x000300f7,0x0000012d,
+    0x00000000,0x000400fa,0x0000012b,0x0000012c,0x0000012d,0x000200f8,0x0000012c,0x0004003d,
+    0x00000067,0x0000012e,0x00000069,0x0008000c,0x00000067,0x00000130,0x00000001,0x0000002b,
+    0x0000012e,0x00000105,0x0000012f,0x0003003e,0x00000069,0x00000130,0x000200f9,0x0000012d,
+    0x000200f8,0x0000012d,0x000200f9,0x00000125,0x000200f8,0x00000125,0x0004003d,0x00000006,
+    0x00000131,0x00000042,0x0004003d,0x00000006,0x00000132,0x00000022,0x00050080,0x00000006,
+    0x00000133,0x00000132,0x00000131,0x0003003e,0x00000022,0x00000133,0x0004003d,0x00000006,
+    0x00000134,0x00000022,0x0004003d,0x00000006,0x00000135,0x00000008,0x000500b1,0x0000007a,
+    0x00000136,0x00000134,0x00000135,0x000300f7,0x00000138,0x00000000,0x000400fa,0x00000136,
+    0x00000137,0x00000138,0x000200f8,0x00000137,0x0004003d,0x00000006,0x0000013d,0x0000005b,
+    0x0004003d,0x00000006,0x0000013e,0x00000022,0x00050080,0x00000006,0x0000013f,0x0000013d,
+    0x0000013e,0x0004003d,0x00000067,0x00000140,0x00000069,0x00060041,0x0000006f,0x00000141,
+    0x0000013c,0x00000053,0x0000013f,0x0003003e,0x00000141,0x00000140,0x000200f9,0x00000138,
+    0x000200f8,0x00000138,0x000100fd,0x00010038
+};
+
+}}} // namespace cv::dnn::vkcom

modules/dnn/src/vkcom/shader/conv_implicit_gemm.comp

@@ -0,0 +1,188 @@
+#version 450
+
+#define KSTRIP_LEN 32
+#define BLOCK_SIZE 64 // the output channel shoule be aligned to 64.
+#define WARP 32
+
+#define INNER_THREAD 16 // inner thread
+#define ALL_THREAD 256
+
+#define A_INSTRIP 8
+#define A_STRIP 8 // (BLOCK_SIZE/A_INSTRIP)
+
+#define B_INSTRIP 4 // (ALL_THREAD/BLOCK_SIZE)
+#define B_STRIP 8 // (KSTRIP_LEN/B_INSTRIP)
+
+#define PER_THREAD (BLOCK_SIZE/INNER_THREAD)
+
+layout(binding = 0) readonly buffer Input0{
+    float image_data[];
+};
+
+layout(binding = 1) readonly buffer Input1 {
+    float bias_data[];
+};
+
+layout(binding = 2) readonly buffer Input2{
+    float weight_data[];
+};
+
+layout(binding = 3) writeonly buffer Output{
+    float output_data[];
+};
+
+layout(binding = 4) uniform pushBlock {
+    int Hi; // H in
+    int Wi; // W in
+    int H0; // H out
+    int W0; // W out
+    int stride_h;
+    int stride_w;
+    int pad_h;
+    int pad_w;
+    int Hk;
+    int Wk;
+    int dilation_h;
+    int dilation_w;
+    int Kg;
+    int Cg;
+    int group;
+    int CgHkWk_aligned;
+    int activationType; // 0 : no activation, 1: ReLU, 2: ReLU6.
+    int batchi;  // batch index
+    int groupi;  // group index
+} p;
+
+shared float wshare[KSTRIP_LEN][BLOCK_SIZE]; // 2 KB
+shared float inshare[BLOCK_SIZE][KSTRIP_LEN]; // 2 KB
+
+layout(local_size_x = ALL_THREAD, local_size_y = 1, local_size_z = 1) in;
+
+void main()
+{
+    int M = p.Kg;             // output channel
+    int K = p.CgHkWk_aligned; // Hk * Wk * G // aligned to KSTRIP_LEN
+    int N = p.H0 * p.W0;      // H0 * W0
+
+    int mIndex = int(gl_WorkGroupID.x) * BLOCK_SIZE;
+    int nIndex = int(gl_WorkGroupID.y) * BLOCK_SIZE;
+
+    int local_x = int(gl_LocalInvocationID.x) % 16; // 0~7
+    int local_y = int(gl_LocalInvocationID.x) / 16; // 0~31
+
+    int w_local_x = int(gl_LocalInvocationID.x) % KSTRIP_LEN; // 256 / 32 = 8
+    int w_local_y = int(gl_LocalInvocationID.x) / KSTRIP_LEN;
+
+    int in_local_x = int(gl_LocalInvocationID.x) % BLOCK_SIZE; // 256 / 64 = 4
+    int in_local_y = int(gl_LocalInvocationID.x) / BLOCK_SIZE;
+
+    int woffset = p.groupi * p.Kg * K + K * mIndex + w_local_y * K + w_local_x;
+    int inoffset = (p.batchi * p.group + p.groupi) * p.Hi*p.Wi*p.Cg;
+    int outoffset = (p.batchi * p.group + p.groupi) * p.H0*p.W0*p.Kg;
+    int biasoffset = p.groupi * p.Kg + mIndex + local_x * PER_THREAD;
+
+    vec4 sum[PER_THREAD];
+    {
+        for (int i = 0; i < PER_THREAD; i++)
+        {
+            sum[i] = vec4(bias_data[biasoffset + i]);
+        }
+    }
+
+    float regA[PER_THREAD];
+    float regB[PER_THREAD];
+
+    int KStrip = K / KSTRIP_LEN;
+    int KRemain = K - KStrip * KSTRIP_LEN; // NOTE: this value shoule be always 0.
+
+    for (int i = 0; i < KStrip; i++)
+    {
+        int k = i * KSTRIP_LEN;
+        // load Weight to local memory.
+        for (int s = 0; s < A_STRIP; s++)
+        {
+            wshare[w_local_x][s * A_INSTRIP + w_local_y] = weight_data[woffset + s * A_INSTRIP * K + k];
+        }
+
+        // load Input to local memory
+        for (int s = 0; s < B_STRIP; s++)
+        {
+            int kk = in_local_y + s * B_INSTRIP + k;
+
+            int HkWk = p.Hk * p.Wk;
+            int cg = kk/HkWk;
+            int hkwk = kk - cg * HkWk;
+            int hk = hkwk / p.Wk;
+            int wk = hkwk - hk * p.Wk;
+            int dh = hk * p.dilation_h, dw = wk * p.dilation_w;
+
+            int h0w0 = in_local_x + nIndex;
+            int h0 = h0w0 / p.W0;
+            int w0 = h0w0 - h0 * p.W0;
+
+            int hi = h0 * p.stride_h + dh - p.pad_h;
+            int wi = w0 * p.stride_w + dw - p.pad_w;
+
+            if (cg < p.Cg && uint(hi) < uint(p.Hi) && uint(wi) < uint(p.Wi))
+                inshare[in_local_x][s * B_INSTRIP + in_local_y] = image_data[inoffset + cg * p.Hi * p.Wi + hi * p.Wi + wi];
+            else
+                inshare[in_local_x][s * B_INSTRIP + in_local_y] = 0.f;
+        }
+
+        barrier();
+
+        for (int j = 0; j < KSTRIP_LEN; j++)
+        {
+            // Load shared memory to register.
+            for (int m = 0; m < 4; m++)
+            {
+                regA[m] = wshare[j][local_x*4 + m];
+            }
+
+            for (int m = 0; m < 4; m++)
+            {
+                regB[m] = inshare[local_y + 16 * m][j];
+            }
+
+            for (int m = 0; m < 4; m++)
+            {
+                for (int n = 0; n < 4; n++)
+                {
+                    sum[m][n] += regA[m] * regB[n];
+                }
+            }
+        }
+        barrier();
+    }
+
+    if (p.activationType == 1) // ReLU
+    {
+        sum[0] = max(sum[0], vec4(0));
+        sum[1] = max(sum[1], vec4(0));
+        sum[2] = max(sum[2], vec4(0));
+        sum[3] = max(sum[3], vec4(0));
+    }
+    else if (p.activationType == 2) // ReLU6
+    {
+        sum[0] = clamp(sum[0], vec4(0), vec4(6));
+        sum[1] = clamp(sum[1], vec4(0), vec4(6));
+        sum[2] = clamp(sum[2], vec4(0), vec4(6));
+        sum[3] = clamp(sum[3], vec4(0), vec4(6));
+    }
+
+    for (int n = 0; n < PER_THREAD; n++)
+    {
+        int nIndex2 = nIndex + n * INNER_THREAD + local_y;
+        if (nIndex2 < N)
+        {
+            for (int m = 0; m < PER_THREAD; m++)
+            {
+                int mIndex2 = mIndex + local_x * PER_THREAD + m;
+                if (mIndex2 < M)
+                {
+                    output_data[outoffset + mIndex2 * N + nIndex2] = sum[m][n];
+                }
+            }
+        }
+    }
+}

modules/dnn/src/vkcom/shader/conv_implicit_gemm_spv.cpp

@@ -0,0 +1,458 @@
+// 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.
+
+#include "../../precomp.hpp"
+
+namespace cv { namespace dnn { namespace vkcom {
+
+extern const unsigned int conv_implicit_gemm_spv[3565] = {
+    0x07230203,0x00010000,0x0008000b,0x00000257,0x00000000,0x00020011,0x00000001,0x0006000b,
+    0x00000001,0x4c534c47,0x6474732e,0x3035342e,0x00000000,0x0003000e,0x00000000,0x00000001,
+    0x0007000f,0x00000005,0x00000004,0x6e69616d,0x00000000,0x00000020,0x0000002f,0x00060010,
+    0x00000004,0x00000011,0x00000100,0x00000001,0x00000001,0x00030003,0x00000002,0x000001c2,
+    0x00040005,0x00000004,0x6e69616d,0x00000000,0x00030005,0x00000008,0x0000004d,0x00050005,
+    0x00000009,0x68737570,0x636f6c42,0x0000006b,0x00040006,0x00000009,0x00000000,0x00006948,
+    0x00040006,0x00000009,0x00000001,0x00006957,0x00040006,0x00000009,0x00000002,0x00003048,
+    0x00040006,0x00000009,0x00000003,0x00003057,0x00060006,0x00000009,0x00000004,0x69727473,
+    0x685f6564,0x00000000,0x00060006,0x00000009,0x00000005,0x69727473,0x775f6564,0x00000000,
+    0x00050006,0x00000009,0x00000006,0x5f646170,0x00000068,0x00050006,0x00000009,0x00000007,
+    0x5f646170,0x00000077,0x00040006,0x00000009,0x00000008,0x00006b48,0x00040006,0x00000009,
+    0x00000009,0x00006b57,0x00060006,0x00000009,0x0000000a,0x616c6964,0x6e6f6974,0x0000685f,
+    0x00060006,0x00000009,0x0000000b,0x616c6964,0x6e6f6974,0x0000775f,0x00040006,0x00000009,
+    0x0000000c,0x0000674b,0x00040006,0x00000009,0x0000000d,0x00006743,0x00050006,0x00000009,
+    0x0000000e,0x756f7267,0x00000070,0x00070006,0x00000009,0x0000000f,0x6b486743,0x615f6b57,
+    0x6e67696c,0x00006465,0x00070006,0x00000009,0x00000010,0x69746361,0x69746176,0x79546e6f,
+    0x00006570,0x00050006,0x00000009,0x00000011,0x63746162,0x00006968,0x00050006,0x00000009,
+    0x00000012,0x756f7267,0x00006970,0x00030005,0x0000000b,0x00000070,0x00030005,0x00000010,
+    0x0000004b,0x00030005,0x00000014,0x0000004e,0x00040005,0x0000001c,0x646e496d,0x00007865,
+    0x00060005,0x00000020,0x575f6c67,0x476b726f,0x70756f72,0x00004449,0x00040005,0x00000028,
+    0x646e496e,0x00007865,0x00040005,0x0000002e,0x61636f6c,0x00785f6c,0x00080005,0x0000002f,
+    0x4c5f6c67,0x6c61636f,0x6f766e49,0x69746163,0x44496e6f,0x00000000,0x00040005,0x00000035,
+    0x61636f6c,0x00795f6c,0x00050005,0x0000003a,0x6f6c5f77,0x5f6c6163,0x00000078,0x00050005,
+    0x00000040,0x6f6c5f77,0x5f6c6163,0x00000079,0x00050005,0x00000045,0x6c5f6e69,0x6c61636f,
+    0x0000785f,0x00050005,0x0000004a,0x6c5f6e69,0x6c61636f,0x0000795f,0x00040005,0x0000004f,
+    0x66666f77,0x00746573,0x00050005,0x00000062,0x666f6e69,0x74657366,0x00000000,0x00050005,
+    0x00000079,0x6f74756f,0x65736666,0x00000074,0x00050005,0x0000008b,0x73616962,0x7366666f,
+    0x00007465,0x00030005,0x00000097,0x00000069,0x00030005,0x000000a5,0x006d7573,0x00040005,
+    0x000000a8,0x75706e49,0x00003174,0x00060006,0x000000a8,0x00000000,0x73616962,0x7461645f,
+    0x00000061,0x00030005,0x000000aa,0x00000000,0x00040005,0x000000b6,0x7274534b,0x00007069,
+    0x00040005,0x000000b9,0x6d65524b,0x006e6961,0x00030005,0x000000be,0x00000069,0x00030005,
+    0x000000c7,0x0000006b,0x00030005,0x000000ca,0x00000073,0x00040005,0x000000d8,0x61687377,
+    0x00006572,0x00040005,0x000000df,0x75706e49,0x00003274,0x00060006,0x000000df,0x00000000,
+    0x67696577,0x645f7468,0x00617461,0x00030005,0x000000e1,0x00000000,0x00030005,0x000000f0,
+    0x00000073,0x00030005,0x000000f8,0x00006b6b,0x00040005,0x000000ff,0x6b576b48,0x00000000,
+    0x00030005,0x00000106,0x00006763,0x00040005,0x0000010a,0x6b776b68,0x00000000,0x00030005,
+    0x00000110,0x00006b68,0x00030005,0x00000115,0x00006b77,0x00030005,0x0000011c,0x00006864,
+    0x00030005,0x00000122,0x00007764,0x00040005,0x00000128,0x30773068,0x00000000,0x00030005,
+    0x0000012c,0x00003068,0x00030005,0x00000131,0x00003077,0x00030005,0x00000138,0x00006968,
+    0x00030005,0x00000143,0x00006977,0x00040005,0x0000016a,0x68736e69,0x00657261,0x00040005,
+    0x00000171,0x75706e49,0x00003074,0x00060006,0x00000171,0x00000000,0x67616d69,0x61645f65,
+    0x00006174,0x00030005,0x00000173,0x00000000,0x00030005,0x00000193,0x0000006a,0x00030005,
+    0x0000019b,0x0000006d,0x00040005,0x000001a5,0x41676572,0x00000000,0x00030005,0x000001b2,
+    0x0000006d,0x00040005,0x000001ba,0x42676572,0x00000000,0x00030005,0x000001c6,0x0000006d,
+    0x00030005,0x000001ce,0x0000006e,0x00030005,0x00000219,0x0000006e,0x00040005,0x00000221,
+    0x646e496e,0x00327865,0x00030005,0x0000022d,0x0000006d,0x00040005,0x00000235,0x646e496d,
+    0x00327865,0x00040005,0x00000242,0x7074754f,0x00007475,0x00060006,0x00000242,0x00000000,
+    0x7074756f,0x645f7475,0x00617461,0x00030005,0x00000244,0x00000000,0x00050048,0x00000009,
+    0x00000000,0x00000023,0x00000000,0x00050048,0x00000009,0x00000001,0x00000023,0x00000004,
+    0x00050048,0x00000009,0x00000002,0x00000023,0x00000008,0x00050048,0x00000009,0x00000003,
+    0x00000023,0x0000000c,0x00050048,0x00000009,0x00000004,0x00000023,0x00000010,0x00050048,
+    0x00000009,0x00000005,0x00000023,0x00000014,0x00050048,0x00000009,0x00000006,0x00000023,
+    0x00000018,0x00050048,0x00000009,0x00000007,0x00000023,0x0000001c,0x00050048,0x00000009,
+    0x00000008,0x00000023,0x00000020,0x00050048,0x00000009,0x00000009,0x00000023,0x00000024,
+    0x00050048,0x00000009,0x0000000a,0x00000023,0x00000028,0x00050048,0x00000009,0x0000000b,
+    0x00000023,0x0000002c,0x00050048,0x00000009,0x0000000c,0x00000023,0x00000030,0x00050048,
+    0x00000009,0x0000000d,0x00000023,0x00000034,0x00050048,0x00000009,0x0000000e,0x00000023,
+    0x00000038,0x00050048,0x00000009,0x0000000f,0x00000023,0x0000003c,0x00050048,0x00000009,
+    0x00000010,0x00000023,0x00000040,0x00050048,0x00000009,0x00000011,0x00000023,0x00000044,
+    0x00050048,0x00000009,0x00000012,0x00000023,0x00000048,0x00030047,0x00000009,0x00000002,
+    0x00040047,0x0000000b,0x00000022,0x00000000,0x00040047,0x0000000b,0x00000021,0x00000004,
+    0x00040047,0x00000020,0x0000000b,0x0000001a,0x00040047,0x0000002f,0x0000000b,0x0000001b,
+    0x00040047,0x000000a7,0x00000006,0x00000004,0x00040048,0x000000a8,0x00000000,0x00000018,
+    0x00050048,0x000000a8,0x00000000,0x00000023,0x00000000,0x00030047,0x000000a8,0x00000003,
+    0x00040047,0x000000aa,0x00000022,0x00000000,0x00040047,0x000000aa,0x00000021,0x00000001,
+    0x00040047,0x000000de,0x00000006,0x00000004,0x00040048,0x000000df,0x00000000,0x00000018,
+    0x00050048,0x000000df,0x00000000,0x00000023,0x00000000,0x00030047,0x000000df,0x00000003,
+    0x00040047,0x000000e1,0x00000022,0x00000000,0x00040047,0x000000e1,0x00000021,0x00000002,
+    0x00040047,0x00000170,0x00000006,0x00000004,0x00040048,0x00000171,0x00000000,0x00000018,
+    0x00050048,0x00000171,0x00000000,0x00000023,0x00000000,0x00030047,0x00000171,0x00000003,
+    0x00040047,0x00000173,0x00000022,0x00000000,0x00040047,0x00000173,0x00000021,0x00000000,
+    0x00040047,0x00000241,0x00000006,0x00000004,0x00040048,0x00000242,0x00000000,0x00000019,
+    0x00050048,0x00000242,0x00000000,0x00000023,0x00000000,0x00030047,0x00000242,0x00000003,
+    0x00040047,0x00000244,0x00000022,0x00000000,0x00040047,0x00000244,0x00000021,0x00000003,
+    0x00040047,0x00000256,0x0000000b,0x00000019,0x00020013,0x00000002,0x00030021,0x00000003,
+    0x00000002,0x00040015,0x00000006,0x00000020,0x00000001,0x00040020,0x00000007,0x00000007,
+    0x00000006,0x0015001e,0x00000009,0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,
+    0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,
+    0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,0x00040020,0x0000000a,
+    0x00000002,0x00000009,0x0004003b,0x0000000a,0x0000000b,0x00000002,0x0004002b,0x00000006,
+    0x0000000c,0x0000000c,0x00040020,0x0000000d,0x00000002,0x00000006,0x0004002b,0x00000006,
+    0x00000011,0x0000000f,0x0004002b,0x00000006,0x00000015,0x00000002,0x0004002b,0x00000006,
+    0x00000018,0x00000003,0x00040015,0x0000001d,0x00000020,0x00000000,0x00040017,0x0000001e,
+    0x0000001d,0x00000003,0x00040020,0x0000001f,0x00000001,0x0000001e,0x0004003b,0x0000001f,
+    0x00000020,0x00000001,0x0004002b,0x0000001d,0x00000021,0x00000000,0x00040020,0x00000022,
+    0x00000001,0x0000001d,0x0004002b,0x00000006,0x00000026,0x00000040,0x0004002b,0x0000001d,
+    0x00000029,0x00000001,0x0004003b,0x0000001f,0x0000002f,0x00000001,0x0004002b,0x00000006,
+    0x00000033,0x00000010,0x0004002b,0x00000006,0x0000003e,0x00000020,0x0004002b,0x00000006,
+    0x00000050,0x00000012,0x0004002b,0x00000006,0x00000063,0x00000011,0x0004002b,0x00000006,
+    0x00000066,0x0000000e,0x0004002b,0x00000006,0x0000006d,0x00000000,0x0004002b,0x00000006,
+    0x00000071,0x00000001,0x0004002b,0x00000006,0x00000075,0x0000000d,0x0004002b,0x00000006,
+    0x00000094,0x00000004,0x00020014,0x0000009e,0x00030016,0x000000a0,0x00000020,0x00040017,
+    0x000000a1,0x000000a0,0x00000004,0x0004002b,0x0000001d,0x000000a2,0x00000004,0x0004001c,
+    0x000000a3,0x000000a1,0x000000a2,0x00040020,0x000000a4,0x00000007,0x000000a3,0x0003001d,
+    0x000000a7,0x000000a0,0x0003001e,0x000000a8,0x000000a7,0x00040020,0x000000a9,0x00000002,
+    0x000000a8,0x0004003b,0x000000a9,0x000000aa,0x00000002,0x00040020,0x000000ae,0x00000002,
+    0x000000a0,0x00040020,0x000000b2,0x00000007,0x000000a1,0x0004002b,0x00000006,0x000000d1,
+    0x00000008,0x0004002b,0x0000001d,0x000000d3,0x00000040,0x0004001c,0x000000d4,0x000000a0,
+    0x000000d3,0x0004002b,0x0000001d,0x000000d5,0x00000020,0x0004001c,0x000000d6,0x000000d4,
+    0x000000d5,0x00040020,0x000000d7,0x00000004,0x000000d6,0x0004003b,0x000000d7,0x000000d8,
+    0x00000004,0x0003001d,0x000000de,0x000000a0,0x0003001e,0x000000df,0x000000de,0x00040020,
+    0x000000e0,0x00000002,0x000000df,0x0004003b,0x000000e0,0x000000e1,0x00000002,0x00040020,
+    0x000000ec,0x00000004,0x000000a0,0x0004002b,0x00000006,0x00000102,0x00000009,0x0004002b,
+    0x00000006,0x0000011e,0x0000000a,0x0004002b,0x00000006,0x00000124,0x0000000b,0x0004002b,
+    0x00000006,0x0000013f,0x00000006,0x0004002b,0x00000006,0x00000145,0x00000005,0x0004002b,
+    0x00000006,0x0000014b,0x00000007,0x0004001c,0x00000167,0x000000a0,0x000000d5,0x0004001c,
+    0x00000168,0x00000167,0x000000d3,0x00040020,0x00000169,0x00000004,0x00000168,0x0004003b,
+    0x00000169,0x0000016a,0x00000004,0x0003001d,0x00000170,0x000000a0,0x0003001e,0x00000171,
+    0x00000170,0x00040020,0x00000172,0x00000002,0x00000171,0x0004003b,0x00000172,0x00000173,
+    0x00000002,0x0004002b,0x000000a0,0x0000018d,0x00000000,0x0004002b,0x0000001d,0x00000191,
+    0x00000002,0x0004002b,0x0000001d,0x00000192,0x00000108,0x0004001c,0x000001a3,0x000000a0,
+    0x000000a2,0x00040020,0x000001a4,0x00000007,0x000001a3,0x00040020,0x000001ae,0x00000007,
+    0x000000a0,0x0007002c,0x000000a1,0x000001f2,0x0000018d,0x0000018d,0x0000018d,0x0000018d,
+    0x0004002b,0x000000a0,0x00000209,0x40c00000,0x0007002c,0x000000a1,0x0000020a,0x00000209,
+    0x00000209,0x00000209,0x00000209,0x0003001d,0x00000241,0x000000a0,0x0003001e,0x00000242,
+    0x00000241,0x00040020,0x00000243,0x00000002,0x00000242,0x0004003b,0x00000243,0x00000244,
+    0x00000002,0x0004002b,0x0000001d,0x00000255,0x00000100,0x0006002c,0x0000001e,0x00000256,
+    0x00000255,0x00000029,0x00000029,0x00050036,0x00000002,0x00000004,0x00000000,0x00000003,
+    0x000200f8,0x00000005,0x0004003b,0x00000007,0x00000008,0x00000007,0x0004003b,0x00000007,
+    0x00000010,0x00000007,0x0004003b,0x00000007,0x00000014,0x00000007,0x0004003b,0x00000007,
+    0x0000001c,0x00000007,0x0004003b,0x00000007,0x00000028,0x00000007,0x0004003b,0x00000007,
+    0x0000002e,0x00000007,0x0004003b,0x00000007,0x00000035,0x00000007,0x0004003b,0x00000007,
+    0x0000003a,0x00000007,0x0004003b,0x00000007,0x00000040,0x00000007,0x0004003b,0x00000007,
+    0x00000045,0x00000007,0x0004003b,0x00000007,0x0000004a,0x00000007,0x0004003b,0x00000007,
+    0x0000004f,0x00000007,0x0004003b,0x00000007,0x00000062,0x00000007,0x0004003b,0x00000007,
+    0x00000079,0x00000007,0x0004003b,0x00000007,0x0000008b,0x00000007,0x0004003b,0x00000007,
+    0x00000097,0x00000007,0x0004003b,0x000000a4,0x000000a5,0x00000007,0x0004003b,0x00000007,
+    0x000000b6,0x00000007,0x0004003b,0x00000007,0x000000b9,0x00000007,0x0004003b,0x00000007,
+    0x000000be,0x00000007,0x0004003b,0x00000007,0x000000c7,0x00000007,0x0004003b,0x00000007,
+    0x000000ca,0x00000007,0x0004003b,0x00000007,0x000000f0,0x00000007,0x0004003b,0x00000007,
+    0x000000f8,0x00000007,0x0004003b,0x00000007,0x000000ff,0x00000007,0x0004003b,0x00000007,
+    0x00000106,0x00000007,0x0004003b,0x00000007,0x0000010a,0x00000007,0x0004003b,0x00000007,
+    0x00000110,0x00000007,0x0004003b,0x00000007,0x00000115,0x00000007,0x0004003b,0x00000007,
+    0x0000011c,0x00000007,0x0004003b,0x00000007,0x00000122,0x00000007,0x0004003b,0x00000007,
+    0x00000128,0x00000007,0x0004003b,0x00000007,0x0000012c,0x00000007,0x0004003b,0x00000007,
+    0x00000131,0x00000007,0x0004003b,0x00000007,0x00000138,0x00000007,0x0004003b,0x00000007,
+    0x00000143,0x00000007,0x0004003b,0x00000007,0x00000193,0x00000007,0x0004003b,0x00000007,
+    0x0000019b,0x00000007,0x0004003b,0x000001a4,0x000001a5,0x00000007,0x0004003b,0x00000007,
+    0x000001b2,0x00000007,0x0004003b,0x000001a4,0x000001ba,0x00000007,0x0004003b,0x00000007,
+    0x000001c6,0x00000007,0x0004003b,0x00000007,0x000001ce,0x00000007,0x0004003b,0x00000007,
+    0x00000219,0x00000007,0x0004003b,0x00000007,0x00000221,0x00000007,0x0004003b,0x00000007,
+    0x0000022d,0x00000007,0x0004003b,0x00000007,0x00000235,0x00000007,0x00050041,0x0000000d,
+    0x0000000e,0x0000000b,0x0000000c,0x0004003d,0x00000006,0x0000000f,0x0000000e,0x0003003e,
+    0x00000008,0x0000000f,0x00050041,0x0000000d,0x00000012,0x0000000b,0x00000011,0x0004003d,
+    0x00000006,0x00000013,0x00000012,0x0003003e,0x00000010,0x00000013,0x00050041,0x0000000d,
+    0x00000016,0x0000000b,0x00000015,0x0004003d,0x00000006,0x00000017,0x00000016,0x00050041,
+    0x0000000d,0x00000019,0x0000000b,0x00000018,0x0004003d,0x00000006,0x0000001a,0x00000019,
+    0x00050084,0x00000006,0x0000001b,0x00000017,0x0000001a,0x0003003e,0x00000014,0x0000001b,
+    0x00050041,0x00000022,0x00000023,0x00000020,0x00000021,0x0004003d,0x0000001d,0x00000024,
+    0x00000023,0x0004007c,0x00000006,0x00000025,0x00000024,0x00050084,0x00000006,0x00000027,
+    0x00000025,0x00000026,0x0003003e,0x0000001c,0x00000027,0x00050041,0x00000022,0x0000002a,
+    0x00000020,0x00000029,0x0004003d,0x0000001d,0x0000002b,0x0000002a,0x0004007c,0x00000006,
+    0x0000002c,0x0000002b,0x00050084,0x00000006,0x0000002d,0x0000002c,0x00000026,0x0003003e,
+    0x00000028,0x0000002d,0x00050041,0x00000022,0x00000030,0x0000002f,0x00000021,0x0004003d,
+    0x0000001d,0x00000031,0x00000030,0x0004007c,0x00000006,0x00000032,0x00000031,0x0005008b,
+    0x00000006,0x00000034,0x00000032,0x00000033,0x0003003e,0x0000002e,0x00000034,0x00050041,
+    0x00000022,0x00000036,0x0000002f,0x00000021,0x0004003d,0x0000001d,0x00000037,0x00000036,
+    0x0004007c,0x00000006,0x00000038,0x00000037,0x00050087,0x00000006,0x00000039,0x00000038,
+    0x00000033,0x0003003e,0x00000035,0x00000039,0x00050041,0x00000022,0x0000003b,0x0000002f,
+    0x00000021,0x0004003d,0x0000001d,0x0000003c,0x0000003b,0x0004007c,0x00000006,0x0000003d,
+    0x0000003c,0x0005008b,0x00000006,0x0000003f,0x0000003d,0x0000003e,0x0003003e,0x0000003a,
+    0x0000003f,0x00050041,0x00000022,0x00000041,0x0000002f,0x00000021,0x0004003d,0x0000001d,
+    0x00000042,0x00000041,0x0004007c,0x00000006,0x00000043,0x00000042,0x00050087,0x00000006,
+    0x00000044,0x00000043,0x0000003e,0x0003003e,0x00000040,0x00000044,0x00050041,0x00000022,
+    0x00000046,0x0000002f,0x00000021,0x0004003d,0x0000001d,0x00000047,0x00000046,0x0004007c,
+    0x00000006,0x00000048,0x00000047,0x0005008b,0x00000006,0x00000049,0x00000048,0x00000026,
+    0x0003003e,0x00000045,0x00000049,0x00050041,0x00000022,0x0000004b,0x0000002f,0x00000021,
+    0x0004003d,0x0000001d,0x0000004c,0x0000004b,0x0004007c,0x00000006,0x0000004d,0x0000004c,
+    0x00050087,0x00000006,0x0000004e,0x0000004d,0x00000026,0x0003003e,0x0000004a,0x0000004e,
+    0x00050041,0x0000000d,0x00000051,0x0000000b,0x00000050,0x0004003d,0x00000006,0x00000052,
+    0x00000051,0x00050041,0x0000000d,0x00000053,0x0000000b,0x0000000c,0x0004003d,0x00000006,
+    0x00000054,0x00000053,0x00050084,0x00000006,0x00000055,0x00000052,0x00000054,0x0004003d,
+    0x00000006,0x00000056,0x00000010,0x00050084,0x00000006,0x00000057,0x00000055,0x00000056,
+    0x0004003d,0x00000006,0x00000058,0x00000010,0x0004003d,0x00000006,0x00000059,0x0000001c,
+    0x00050084,0x00000006,0x0000005a,0x00000058,0x00000059,0x00050080,0x00000006,0x0000005b,
+    0x00000057,0x0000005a,0x0004003d,0x00000006,0x0000005c,0x00000040,0x0004003d,0x00000006,
+    0x0000005d,0x00000010,0x00050084,0x00000006,0x0000005e,0x0000005c,0x0000005d,0x00050080,
+    0x00000006,0x0000005f,0x0000005b,0x0000005e,0x0004003d,0x00000006,0x00000060,0x0000003a,
+    0x00050080,0x00000006,0x00000061,0x0000005f,0x00000060,0x0003003e,0x0000004f,0x00000061,
+    0x00050041,0x0000000d,0x00000064,0x0000000b,0x00000063,0x0004003d,0x00000006,0x00000065,
+    0x00000064,0x00050041,0x0000000d,0x00000067,0x0000000b,0x00000066,0x0004003d,0x00000006,
+    0x00000068,0x00000067,0x00050084,0x00000006,0x00000069,0x00000065,0x00000068,0x00050041,
+    0x0000000d,0x0000006a,0x0000000b,0x00000050,0x0004003d,0x00000006,0x0000006b,0x0000006a,
+    0x00050080,0x00000006,0x0000006c,0x00000069,0x0000006b,0x00050041,0x0000000d,0x0000006e,
+    0x0000000b,0x0000006d,0x0004003d,0x00000006,0x0000006f,0x0000006e,0x00050084,0x00000006,
+    0x00000070,0x0000006c,0x0000006f,0x00050041,0x0000000d,0x00000072,0x0000000b,0x00000071,
+    0x0004003d,0x00000006,0x00000073,0x00000072,0x00050084,0x00000006,0x00000074,0x00000070,
+    0x00000073,0x00050041,0x0000000d,0x00000076,0x0000000b,0x00000075,0x0004003d,0x00000006,
+    0x00000077,0x00000076,0x00050084,0x00000006,0x00000078,0x00000074,0x00000077,0x0003003e,
+    0x00000062,0x00000078,0x00050041,0x0000000d,0x0000007a,0x0000000b,0x00000063,0x0004003d,
+    0x00000006,0x0000007b,0x0000007a,0x00050041,0x0000000d,0x0000007c,0x0000000b,0x00000066,
+    0x0004003d,0x00000006,0x0000007d,0x0000007c,0x00050084,0x00000006,0x0000007e,0x0000007b,
+    0x0000007d,0x00050041,0x0000000d,0x0000007f,0x0000000b,0x00000050,0x0004003d,0x00000006,
+    0x00000080,0x0000007f,0x00050080,0x00000006,0x00000081,0x0000007e,0x00000080,0x00050041,
+    0x0000000d,0x00000082,0x0000000b,0x00000015,0x0004003d,0x00000006,0x00000083,0x00000082,
+    0x00050084,0x00000006,0x00000084,0x00000081,0x00000083,0x00050041,0x0000000d,0x00000085,
+    0x0000000b,0x00000018,0x0004003d,0x00000006,0x00000086,0x00000085,0x00050084,0x00000006,
+    0x00000087,0x00000084,0x00000086,0x00050041,0x0000000d,0x00000088,0x0000000b,0x0000000c,
+    0x0004003d,0x00000006,0x00000089,0x00000088,0x00050084,0x00000006,0x0000008a,0x00000087,
+    0x00000089,0x0003003e,0x00000079,0x0000008a,0x00050041,0x0000000d,0x0000008c,0x0000000b,
+    0x00000050,0x0004003d,0x00000006,0x0000008d,0x0000008c,0x00050041,0x0000000d,0x0000008e,
+    0x0000000b,0x0000000c,0x0004003d,0x00000006,0x0000008f,0x0000008e,0x00050084,0x00000006,
+    0x00000090,0x0000008d,0x0000008f,0x0004003d,0x00000006,0x00000091,0x0000001c,0x00050080,
+    0x00000006,0x00000092,0x00000090,0x00000091,0x0004003d,0x00000006,0x00000093,0x0000002e,
+    0x00050084,0x00000006,0x00000095,0x00000093,0x00000094,0x00050080,0x00000006,0x00000096,
+    0x00000092,0x00000095,0x0003003e,0x0000008b,0x00000096,0x0003003e,0x00000097,0x0000006d,
+    0x000200f9,0x00000098,0x000200f8,0x00000098,0x000400f6,0x0000009a,0x0000009b,0x00000000,
+    0x000200f9,0x0000009c,0x000200f8,0x0000009c,0x0004003d,0x00000006,0x0000009d,0x00000097,
+    0x000500b1,0x0000009e,0x0000009f,0x0000009d,0x00000094,0x000400fa,0x0000009f,0x00000099,
+    0x0000009a,0x000200f8,0x00000099,0x0004003d,0x00000006,0x000000a6,0x00000097,0x0004003d,
+    0x00000006,0x000000ab,0x0000008b,0x0004003d,0x00000006,0x000000ac,0x00000097,0x00050080,
+    0x00000006,0x000000ad,0x000000ab,0x000000ac,0x00060041,0x000000ae,0x000000af,0x000000aa,
+    0x0000006d,0x000000ad,0x0004003d,0x000000a0,0x000000b0,0x000000af,0x00070050,0x000000a1,
+    0x000000b1,0x000000b0,0x000000b0,0x000000b0,0x000000b0,0x00050041,0x000000b2,0x000000b3,
+    0x000000a5,0x000000a6,0x0003003e,0x000000b3,0x000000b1,0x000200f9,0x0000009b,0x000200f8,
+    0x0000009b,0x0004003d,0x00000006,0x000000b4,0x00000097,0x00050080,0x00000006,0x000000b5,
+    0x000000b4,0x00000071,0x0003003e,0x00000097,0x000000b5,0x000200f9,0x00000098,0x000200f8,
+    0x0000009a,0x0004003d,0x00000006,0x000000b7,0x00000010,0x00050087,0x00000006,0x000000b8,
+    0x000000b7,0x0000003e,0x0003003e,0x000000b6,0x000000b8,0x0004003d,0x00000006,0x000000ba,
+    0x00000010,0x0004003d,0x00000006,0x000000bb,0x000000b6,0x00050084,0x00000006,0x000000bc,
+    0x000000bb,0x0000003e,0x00050082,0x00000006,0x000000bd,0x000000ba,0x000000bc,0x0003003e,
+    0x000000b9,0x000000bd,0x0003003e,0x000000be,0x0000006d,0x000200f9,0x000000bf,0x000200f8,
+    0x000000bf,0x000400f6,0x000000c1,0x000000c2,0x00000000,0x000200f9,0x000000c3,0x000200f8,
+    0x000000c3,0x0004003d,0x00000006,0x000000c4,0x000000be,0x0004003d,0x00000006,0x000000c5,
+    0x000000b6,0x000500b1,0x0000009e,0x000000c6,0x000000c4,0x000000c5,0x000400fa,0x000000c6,
+    0x000000c0,0x000000c1,0x000200f8,0x000000c0,0x0004003d,0x00000006,0x000000c8,0x000000be,
+    0x00050084,0x00000006,0x000000c9,0x000000c8,0x0000003e,0x0003003e,0x000000c7,0x000000c9,
+    0x0003003e,0x000000ca,0x0000006d,0x000200f9,0x000000cb,0x000200f8,0x000000cb,0x000400f6,
+    0x000000cd,0x000000ce,0x00000000,0x000200f9,0x000000cf,0x000200f8,0x000000cf,0x0004003d,
+    0x00000006,0x000000d0,0x000000ca,0x000500b1,0x0000009e,0x000000d2,0x000000d0,0x000000d1,
+    0x000400fa,0x000000d2,0x000000cc,0x000000cd,0x000200f8,0x000000cc,0x0004003d,0x00000006,
+    0x000000d9,0x0000003a,0x0004003d,0x00000006,0x000000da,0x000000ca,0x00050084,0x00000006,
+    0x000000db,0x000000da,0x000000d1,0x0004003d,0x00000006,0x000000dc,0x00000040,0x00050080,
+    0x00000006,0x000000dd,0x000000db,0x000000dc,0x0004003d,0x00000006,0x000000e2,0x0000004f,
+    0x0004003d,0x00000006,0x000000e3,0x000000ca,0x00050084,0x00000006,0x000000e4,0x000000e3,
+    0x000000d1,0x0004003d,0x00000006,0x000000e5,0x00000010,0x00050084,0x00000006,0x000000e6,
+    0x000000e4,0x000000e5,0x00050080,0x00000006,0x000000e7,0x000000e2,0x000000e6,0x0004003d,
+    0x00000006,0x000000e8,0x000000c7,0x00050080,0x00000006,0x000000e9,0x000000e7,0x000000e8,
+    0x00060041,0x000000ae,0x000000ea,0x000000e1,0x0000006d,0x000000e9,0x0004003d,0x000000a0,
+    0x000000eb,0x000000ea,0x00060041,0x000000ec,0x000000ed,0x000000d8,0x000000d9,0x000000dd,
+    0x0003003e,0x000000ed,0x000000eb,0x000200f9,0x000000ce,0x000200f8,0x000000ce,0x0004003d,
+    0x00000006,0x000000ee,0x000000ca,0x00050080,0x00000006,0x000000ef,0x000000ee,0x00000071,
+    0x0003003e,0x000000ca,0x000000ef,0x000200f9,0x000000cb,0x000200f8,0x000000cd,0x0003003e,
+    0x000000f0,0x0000006d,0x000200f9,0x000000f1,0x000200f8,0x000000f1,0x000400f6,0x000000f3,
+    0x000000f4,0x00000000,0x000200f9,0x000000f5,0x000200f8,0x000000f5,0x0004003d,0x00000006,
+    0x000000f6,0x000000f0,0x000500b1,0x0000009e,0x000000f7,0x000000f6,0x000000d1,0x000400fa,
+    0x000000f7,0x000000f2,0x000000f3,0x000200f8,0x000000f2,0x0004003d,0x00000006,0x000000f9,
+    0x0000004a,0x0004003d,0x00000006,0x000000fa,0x000000f0,0x00050084,0x00000006,0x000000fb,
+    0x000000fa,0x00000094,0x00050080,0x00000006,0x000000fc,0x000000f9,0x000000fb,0x0004003d,
+    0x00000006,0x000000fd,0x000000c7,0x00050080,0x00000006,0x000000fe,0x000000fc,0x000000fd,
+    0x0003003e,0x000000f8,0x000000fe,0x00050041,0x0000000d,0x00000100,0x0000000b,0x000000d1,
+    0x0004003d,0x00000006,0x00000101,0x00000100,0x00050041,0x0000000d,0x00000103,0x0000000b,
+    0x00000102,0x0004003d,0x00000006,0x00000104,0x00000103,0x00050084,0x00000006,0x00000105,
+    0x00000101,0x00000104,0x0003003e,0x000000ff,0x00000105,0x0004003d,0x00000006,0x00000107,
+    0x000000f8,0x0004003d,0x00000006,0x00000108,0x000000ff,0x00050087,0x00000006,0x00000109,
+    0x00000107,0x00000108,0x0003003e,0x00000106,0x00000109,0x0004003d,0x00000006,0x0000010b,
+    0x000000f8,0x0004003d,0x00000006,0x0000010c,0x00000106,0x0004003d,0x00000006,0x0000010d,
+    0x000000ff,0x00050084,0x00000006,0x0000010e,0x0000010c,0x0000010d,0x00050082,0x00000006,
+    0x0000010f,0x0000010b,0x0000010e,0x0003003e,0x0000010a,0x0000010f,0x0004003d,0x00000006,
+    0x00000111,0x0000010a,0x00050041,0x0000000d,0x00000112,0x0000000b,0x00000102,0x0004003d,
+    0x00000006,0x00000113,0x00000112,0x00050087,0x00000006,0x00000114,0x00000111,0x00000113,
+    0x0003003e,0x00000110,0x00000114,0x0004003d,0x00000006,0x00000116,0x0000010a,0x0004003d,
+    0x00000006,0x00000117,0x00000110,0x00050041,0x0000000d,0x00000118,0x0000000b,0x00000102,
+    0x0004003d,0x00000006,0x00000119,0x00000118,0x00050084,0x00000006,0x0000011a,0x00000117,
+    0x00000119,0x00050082,0x00000006,0x0000011b,0x00000116,0x0000011a,0x0003003e,0x00000115,
+    0x0000011b,0x0004003d,0x00000006,0x0000011d,0x00000110,0x00050041,0x0000000d,0x0000011f,
+    0x0000000b,0x0000011e,0x0004003d,0x00000006,0x00000120,0x0000011f,0x00050084,0x00000006,
+    0x00000121,0x0000011d,0x00000120,0x0003003e,0x0000011c,0x00000121,0x0004003d,0x00000006,
+    0x00000123,0x00000115,0x00050041,0x0000000d,0x00000125,0x0000000b,0x00000124,0x0004003d,
+    0x00000006,0x00000126,0x00000125,0x00050084,0x00000006,0x00000127,0x00000123,0x00000126,
+    0x0003003e,0x00000122,0x00000127,0x0004003d,0x00000006,0x00000129,0x00000045,0x0004003d,
+    0x00000006,0x0000012a,0x00000028,0x00050080,0x00000006,0x0000012b,0x00000129,0x0000012a,
+    0x0003003e,0x00000128,0x0000012b,0x0004003d,0x00000006,0x0000012d,0x00000128,0x00050041,
+    0x0000000d,0x0000012e,0x0000000b,0x00000018,0x0004003d,0x00000006,0x0000012f,0x0000012e,
+    0x00050087,0x00000006,0x00000130,0x0000012d,0x0000012f,0x0003003e,0x0000012c,0x00000130,
+    0x0004003d,0x00000006,0x00000132,0x00000128,0x0004003d,0x00000006,0x00000133,0x0000012c,
+    0x00050041,0x0000000d,0x00000134,0x0000000b,0x00000018,0x0004003d,0x00000006,0x00000135,
+    0x00000134,0x00050084,0x00000006,0x00000136,0x00000133,0x00000135,0x00050082,0x00000006,
+    0x00000137,0x00000132,0x00000136,0x0003003e,0x00000131,0x00000137,0x0004003d,0x00000006,
+    0x00000139,0x0000012c,0x00050041,0x0000000d,0x0000013a,0x0000000b,0x00000094,0x0004003d,
+    0x00000006,0x0000013b,0x0000013a,0x00050084,0x00000006,0x0000013c,0x00000139,0x0000013b,
+    0x0004003d,0x00000006,0x0000013d,0x0000011c,0x00050080,0x00000006,0x0000013e,0x0000013c,
+    0x0000013d,0x00050041,0x0000000d,0x00000140,0x0000000b,0x0000013f,0x0004003d,0x00000006,
+    0x00000141,0x00000140,0x00050082,0x00000006,0x00000142,0x0000013e,0x00000141,0x0003003e,
+    0x00000138,0x00000142,0x0004003d,0x00000006,0x00000144,0x00000131,0x00050041,0x0000000d,
+    0x00000146,0x0000000b,0x00000145,0x0004003d,0x00000006,0x00000147,0x00000146,0x00050084,
+    0x00000006,0x00000148,0x00000144,0x00000147,0x0004003d,0x00000006,0x00000149,0x00000122,
+    0x00050080,0x00000006,0x0000014a,0x00000148,0x00000149,0x00050041,0x0000000d,0x0000014c,
+    0x0000000b,0x0000014b,0x0004003d,0x00000006,0x0000014d,0x0000014c,0x00050082,0x00000006,
+    0x0000014e,0x0000014a,0x0000014d,0x0003003e,0x00000143,0x0000014e,0x0004003d,0x00000006,
+    0x0000014f,0x00000106,0x00050041,0x0000000d,0x00000150,0x0000000b,0x00000075,0x0004003d,
+    0x00000006,0x00000151,0x00000150,0x000500b1,0x0000009e,0x00000152,0x0000014f,0x00000151,
+    0x000300f7,0x00000154,0x00000000,0x000400fa,0x00000152,0x00000153,0x00000154,0x000200f8,
+    0x00000153,0x0004003d,0x00000006,0x00000155,0x00000138,0x0004007c,0x0000001d,0x00000156,
+    0x00000155,0x00050041,0x0000000d,0x00000157,0x0000000b,0x0000006d,0x0004003d,0x00000006,
+    0x00000158,0x00000157,0x0004007c,0x0000001d,0x00000159,0x00000158,0x000500b0,0x0000009e,
+    0x0000015a,0x00000156,0x00000159,0x000200f9,0x00000154,0x000200f8,0x00000154,0x000700f5,
+    0x0000009e,0x0000015b,0x00000152,0x000000f2,0x0000015a,0x00000153,0x000300f7,0x0000015d,
+    0x00000000,0x000400fa,0x0000015b,0x0000015c,0x0000015d,0x000200f8,0x0000015c,0x0004003d,
+    0x00000006,0x0000015e,0x00000143,0x0004007c,0x0000001d,0x0000015f,0x0000015e,0x00050041,
+    0x0000000d,0x00000160,0x0000000b,0x00000071,0x0004003d,0x00000006,0x00000161,0x00000160,
+    0x0004007c,0x0000001d,0x00000162,0x00000161,0x000500b0,0x0000009e,0x00000163,0x0000015f,
+    0x00000162,0x000200f9,0x0000015d,0x000200f8,0x0000015d,0x000700f5,0x0000009e,0x00000164,
+    0x0000015b,0x00000154,0x00000163,0x0000015c,0x000300f7,0x00000166,0x00000000,0x000400fa,
+    0x00000164,0x00000165,0x00000187,0x000200f8,0x00000165,0x0004003d,0x00000006,0x0000016b,
+    0x00000045,0x0004003d,0x00000006,0x0000016c,0x000000f0,0x00050084,0x00000006,0x0000016d,
+    0x0000016c,0x00000094,0x0004003d,0x00000006,0x0000016e,0x0000004a,0x00050080,0x00000006,
+    0x0000016f,0x0000016d,0x0000016e,0x0004003d,0x00000006,0x00000174,0x00000062,0x0004003d,
+    0x00000006,0x00000175,0x00000106,0x00050041,0x0000000d,0x00000176,0x0000000b,0x0000006d,
+    0x0004003d,0x00000006,0x00000177,0x00000176,0x00050084,0x00000006,0x00000178,0x00000175,
+    0x00000177,0x00050041,0x0000000d,0x00000179,0x0000000b,0x00000071,0x0004003d,0x00000006,
+    0x0000017a,0x00000179,0x00050084,0x00000006,0x0000017b,0x00000178,0x0000017a,0x00050080,
+    0x00000006,0x0000017c,0x00000174,0x0000017b,0x0004003d,0x00000006,0x0000017d,0x00000138,
+    0x00050041,0x0000000d,0x0000017e,0x0000000b,0x00000071,0x0004003d,0x00000006,0x0000017f,
+    0x0000017e,0x00050084,0x00000006,0x00000180,0x0000017d,0x0000017f,0x00050080,0x00000006,
+    0x00000181,0x0000017c,0x00000180,0x0004003d,0x00000006,0x00000182,0x00000143,0x00050080,
+    0x00000006,0x00000183,0x00000181,0x00000182,0x00060041,0x000000ae,0x00000184,0x00000173,
+    0x0000006d,0x00000183,0x0004003d,0x000000a0,0x00000185,0x00000184,0x00060041,0x000000ec,
+    0x00000186,0x0000016a,0x0000016b,0x0000016f,0x0003003e,0x00000186,0x00000185,0x000200f9,
+    0x00000166,0x000200f8,0x00000187,0x0004003d,0x00000006,0x00000188,0x00000045,0x0004003d,
+    0x00000006,0x00000189,0x000000f0,0x00050084,0x00000006,0x0000018a,0x00000189,0x00000094,
+    0x0004003d,0x00000006,0x0000018b,0x0000004a,0x00050080,0x00000006,0x0000018c,0x0000018a,
+    0x0000018b,0x00060041,0x000000ec,0x0000018e,0x0000016a,0x00000188,0x0000018c,0x0003003e,
+    0x0000018e,0x0000018d,0x000200f9,0x00000166,0x000200f8,0x00000166,0x000200f9,0x000000f4,
+    0x000200f8,0x000000f4,0x0004003d,0x00000006,0x0000018f,0x000000f0,0x00050080,0x00000006,
+    0x00000190,0x0000018f,0x00000071,0x0003003e,0x000000f0,0x00000190,0x000200f9,0x000000f1,
+    0x000200f8,0x000000f3,0x000400e0,0x00000191,0x00000191,0x00000192,0x0003003e,0x00000193,
+    0x0000006d,0x000200f9,0x00000194,0x000200f8,0x00000194,0x000400f6,0x00000196,0x00000197,
+    0x00000000,0x000200f9,0x00000198,0x000200f8,0x00000198,0x0004003d,0x00000006,0x00000199,
+    0x00000193,0x000500b1,0x0000009e,0x0000019a,0x00000199,0x0000003e,0x000400fa,0x0000019a,
+    0x00000195,0x00000196,0x000200f8,0x00000195,0x0003003e,0x0000019b,0x0000006d,0x000200f9,
+    0x0000019c,0x000200f8,0x0000019c,0x000400f6,0x0000019e,0x0000019f,0x00000000,0x000200f9,
+    0x000001a0,0x000200f8,0x000001a0,0x0004003d,0x00000006,0x000001a1,0x0000019b,0x000500b1,
+    0x0000009e,0x000001a2,0x000001a1,0x00000094,0x000400fa,0x000001a2,0x0000019d,0x0000019e,
+    0x000200f8,0x0000019d,0x0004003d,0x00000006,0x000001a6,0x0000019b,0x0004003d,0x00000006,
+    0x000001a7,0x00000193,0x0004003d,0x00000006,0x000001a8,0x0000002e,0x00050084,0x00000006,
+    0x000001a9,0x000001a8,0x00000094,0x0004003d,0x00000006,0x000001aa,0x0000019b,0x00050080,
+    0x00000006,0x000001ab,0x000001a9,0x000001aa,0x00060041,0x000000ec,0x000001ac,0x000000d8,
+    0x000001a7,0x000001ab,0x0004003d,0x000000a0,0x000001ad,0x000001ac,0x00050041,0x000001ae,
+    0x000001af,0x000001a5,0x000001a6,0x0003003e,0x000001af,0x000001ad,0x000200f9,0x0000019f,
+    0x000200f8,0x0000019f,0x0004003d,0x00000006,0x000001b0,0x0000019b,0x00050080,0x00000006,
+    0x000001b1,0x000001b0,0x00000071,0x0003003e,0x0000019b,0x000001b1,0x000200f9,0x0000019c,
+    0x000200f8,0x0000019e,0x0003003e,0x000001b2,0x0000006d,0x000200f9,0x000001b3,0x000200f8,
+    0x000001b3,0x000400f6,0x000001b5,0x000001b6,0x00000000,0x000200f9,0x000001b7,0x000200f8,
+    0x000001b7,0x0004003d,0x00000006,0x000001b8,0x000001b2,0x000500b1,0x0000009e,0x000001b9,
+    0x000001b8,0x00000094,0x000400fa,0x000001b9,0x000001b4,0x000001b5,0x000200f8,0x000001b4,
+    0x0004003d,0x00000006,0x000001bb,0x000001b2,0x0004003d,0x00000006,0x000001bc,0x00000035,
+    0x0004003d,0x00000006,0x000001bd,0x000001b2,0x00050084,0x00000006,0x000001be,0x00000033,
+    0x000001bd,0x00050080,0x00000006,0x000001bf,0x000001bc,0x000001be,0x0004003d,0x00000006,
+    0x000001c0,0x00000193,0x00060041,0x000000ec,0x000001c1,0x0000016a,0x000001bf,0x000001c0,
+    0x0004003d,0x000000a0,0x000001c2,0x000001c1,0x00050041,0x000001ae,0x000001c3,0x000001ba,
+    0x000001bb,0x0003003e,0x000001c3,0x000001c2,0x000200f9,0x000001b6,0x000200f8,0x000001b6,
+    0x0004003d,0x00000006,0x000001c4,0x000001b2,0x00050080,0x00000006,0x000001c5,0x000001c4,
+    0x00000071,0x0003003e,0x000001b2,0x000001c5,0x000200f9,0x000001b3,0x000200f8,0x000001b5,
+    0x0003003e,0x000001c6,0x0000006d,0x000200f9,0x000001c7,0x000200f8,0x000001c7,0x000400f6,
+    0x000001c9,0x000001ca,0x00000000,0x000200f9,0x000001cb,0x000200f8,0x000001cb,0x0004003d,
+    0x00000006,0x000001cc,0x000001c6,0x000500b1,0x0000009e,0x000001cd,0x000001cc,0x00000094,
+    0x000400fa,0x000001cd,0x000001c8,0x000001c9,0x000200f8,0x000001c8,0x0003003e,0x000001ce,
+    0x0000006d,0x000200f9,0x000001cf,0x000200f8,0x000001cf,0x000400f6,0x000001d1,0x000001d2,
+    0x00000000,0x000200f9,0x000001d3,0x000200f8,0x000001d3,0x0004003d,0x00000006,0x000001d4,
+    0x000001ce,0x000500b1,0x0000009e,0x000001d5,0x000001d4,0x00000094,0x000400fa,0x000001d5,
+    0x000001d0,0x000001d1,0x000200f8,0x000001d0,0x0004003d,0x00000006,0x000001d6,0x000001c6,
+    0x0004003d,0x00000006,0x000001d7,0x000001ce,0x0004003d,0x00000006,0x000001d8,0x000001c6,
+    0x00050041,0x000001ae,0x000001d9,0x000001a5,0x000001d8,0x0004003d,0x000000a0,0x000001da,
+    0x000001d9,0x0004003d,0x00000006,0x000001db,0x000001ce,0x00050041,0x000001ae,0x000001dc,
+    0x000001ba,0x000001db,0x0004003d,0x000000a0,0x000001dd,0x000001dc,0x00050085,0x000000a0,
+    0x000001de,0x000001da,0x000001dd,0x00060041,0x000001ae,0x000001df,0x000000a5,0x000001d6,
+    0x000001d7,0x0004003d,0x000000a0,0x000001e0,0x000001df,0x00050081,0x000000a0,0x000001e1,
+    0x000001e0,0x000001de,0x00060041,0x000001ae,0x000001e2,0x000000a5,0x000001d6,0x000001d7,
+    0x0003003e,0x000001e2,0x000001e1,0x000200f9,0x000001d2,0x000200f8,0x000001d2,0x0004003d,
+    0x00000006,0x000001e3,0x000001ce,0x00050080,0x00000006,0x000001e4,0x000001e3,0x00000071,
+    0x0003003e,0x000001ce,0x000001e4,0x000200f9,0x000001cf,0x000200f8,0x000001d1,0x000200f9,
+    0x000001ca,0x000200f8,0x000001ca,0x0004003d,0x00000006,0x000001e5,0x000001c6,0x00050080,
+    0x00000006,0x000001e6,0x000001e5,0x00000071,0x0003003e,0x000001c6,0x000001e6,0x000200f9,
+    0x000001c7,0x000200f8,0x000001c9,0x000200f9,0x00000197,0x000200f8,0x00000197,0x0004003d,
+    0x00000006,0x000001e7,0x00000193,0x00050080,0x00000006,0x000001e8,0x000001e7,0x00000071,
+    0x0003003e,0x00000193,0x000001e8,0x000200f9,0x00000194,0x000200f8,0x00000196,0x000400e0,
+    0x00000191,0x00000191,0x00000192,0x000200f9,0x000000c2,0x000200f8,0x000000c2,0x0004003d,
+    0x00000006,0x000001e9,0x000000be,0x00050080,0x00000006,0x000001ea,0x000001e9,0x00000071,
+    0x0003003e,0x000000be,0x000001ea,0x000200f9,0x000000bf,0x000200f8,0x000000c1,0x00050041,
+    0x0000000d,0x000001eb,0x0000000b,0x00000033,0x0004003d,0x00000006,0x000001ec,0x000001eb,
+    0x000500aa,0x0000009e,0x000001ed,0x000001ec,0x00000071,0x000300f7,0x000001ef,0x00000000,
+    0x000400fa,0x000001ed,0x000001ee,0x00000201,0x000200f8,0x000001ee,0x00050041,0x000000b2,
+    0x000001f0,0x000000a5,0x0000006d,0x0004003d,0x000000a1,0x000001f1,0x000001f0,0x0007000c,
+    0x000000a1,0x000001f3,0x00000001,0x00000028,0x000001f1,0x000001f2,0x00050041,0x000000b2,
+    0x000001f4,0x000000a5,0x0000006d,0x0003003e,0x000001f4,0x000001f3,0x00050041,0x000000b2,
+    0x000001f5,0x000000a5,0x00000071,0x0004003d,0x000000a1,0x000001f6,0x000001f5,0x0007000c,
+    0x000000a1,0x000001f7,0x00000001,0x00000028,0x000001f6,0x000001f2,0x00050041,0x000000b2,
+    0x000001f8,0x000000a5,0x00000071,0x0003003e,0x000001f8,0x000001f7,0x00050041,0x000000b2,
+    0x000001f9,0x000000a5,0x00000015,0x0004003d,0x000000a1,0x000001fa,0x000001f9,0x0007000c,
+    0x000000a1,0x000001fb,0x00000001,0x00000028,0x000001fa,0x000001f2,0x00050041,0x000000b2,
+    0x000001fc,0x000000a5,0x00000015,0x0003003e,0x000001fc,0x000001fb,0x00050041,0x000000b2,
+    0x000001fd,0x000000a5,0x00000018,0x0004003d,0x000000a1,0x000001fe,0x000001fd,0x0007000c,
+    0x000000a1,0x000001ff,0x00000001,0x00000028,0x000001fe,0x000001f2,0x00050041,0x000000b2,
+    0x00000200,0x000000a5,0x00000018,0x0003003e,0x00000200,0x000001ff,0x000200f9,0x000001ef,
+    0x000200f8,0x00000201,0x00050041,0x0000000d,0x00000202,0x0000000b,0x00000033,0x0004003d,
+    0x00000006,0x00000203,0x00000202,0x000500aa,0x0000009e,0x00000204,0x00000203,0x00000015,
+    0x000300f7,0x00000206,0x00000000,0x000400fa,0x00000204,0x00000205,0x00000206,0x000200f8,
+    0x00000205,0x00050041,0x000000b2,0x00000207,0x000000a5,0x0000006d,0x0004003d,0x000000a1,
+    0x00000208,0x00000207,0x0008000c,0x000000a1,0x0000020b,0x00000001,0x0000002b,0x00000208,
+    0x000001f2,0x0000020a,0x00050041,0x000000b2,0x0000020c,0x000000a5,0x0000006d,0x0003003e,
+    0x0000020c,0x0000020b,0x00050041,0x000000b2,0x0000020d,0x000000a5,0x00000071,0x0004003d,
+    0x000000a1,0x0000020e,0x0000020d,0x0008000c,0x000000a1,0x0000020f,0x00000001,0x0000002b,
+    0x0000020e,0x000001f2,0x0000020a,0x00050041,0x000000b2,0x00000210,0x000000a5,0x00000071,
+    0x0003003e,0x00000210,0x0000020f,0x00050041,0x000000b2,0x00000211,0x000000a5,0x00000015,
+    0x0004003d,0x000000a1,0x00000212,0x00000211,0x0008000c,0x000000a1,0x00000213,0x00000001,
+    0x0000002b,0x00000212,0x000001f2,0x0000020a,0x00050041,0x000000b2,0x00000214,0x000000a5,
+    0x00000015,0x0003003e,0x00000214,0x00000213,0x00050041,0x000000b2,0x00000215,0x000000a5,
+    0x00000018,0x0004003d,0x000000a1,0x00000216,0x00000215,0x0008000c,0x000000a1,0x00000217,
+    0x00000001,0x0000002b,0x00000216,0x000001f2,0x0000020a,0x00050041,0x000000b2,0x00000218,
+    0x000000a5,0x00000018,0x0003003e,0x00000218,0x00000217,0x000200f9,0x00000206,0x000200f8,
+    0x00000206,0x000200f9,0x000001ef,0x000200f8,0x000001ef,0x0003003e,0x00000219,0x0000006d,
+    0x000200f9,0x0000021a,0x000200f8,0x0000021a,0x000400f6,0x0000021c,0x0000021d,0x00000000,
+    0x000200f9,0x0000021e,0x000200f8,0x0000021e,0x0004003d,0x00000006,0x0000021f,0x00000219,
+    0x000500b1,0x0000009e,0x00000220,0x0000021f,0x00000094,0x000400fa,0x00000220,0x0000021b,
+    0x0000021c,0x000200f8,0x0000021b,0x0004003d,0x00000006,0x00000222,0x00000028,0x0004003d,
+    0x00000006,0x00000223,0x00000219,0x00050084,0x00000006,0x00000224,0x00000223,0x00000033,
+    0x00050080,0x00000006,0x00000225,0x00000222,0x00000224,0x0004003d,0x00000006,0x00000226,
+    0x00000035,0x00050080,0x00000006,0x00000227,0x00000225,0x00000226,0x0003003e,0x00000221,
+    0x00000227,0x0004003d,0x00000006,0x00000228,0x00000221,0x0004003d,0x00000006,0x00000229,
+    0x00000014,0x000500b1,0x0000009e,0x0000022a,0x00000228,0x00000229,0x000300f7,0x0000022c,
+    0x00000000,0x000400fa,0x0000022a,0x0000022b,0x0000022c,0x000200f8,0x0000022b,0x0003003e,
+    0x0000022d,0x0000006d,0x000200f9,0x0000022e,0x000200f8,0x0000022e,0x000400f6,0x00000230,
+    0x00000231,0x00000000,0x000200f9,0x00000232,0x000200f8,0x00000232,0x0004003d,0x00000006,
+    0x00000233,0x0000022d,0x000500b1,0x0000009e,0x00000234,0x00000233,0x00000094,0x000400fa,
+    0x00000234,0x0000022f,0x00000230,0x000200f8,0x0000022f,0x0004003d,0x00000006,0x00000236,
+    0x0000001c,0x0004003d,0x00000006,0x00000237,0x0000002e,0x00050084,0x00000006,0x00000238,
+    0x00000237,0x00000094,0x00050080,0x00000006,0x00000239,0x00000236,0x00000238,0x0004003d,
+    0x00000006,0x0000023a,0x0000022d,0x00050080,0x00000006,0x0000023b,0x00000239,0x0000023a,
+    0x0003003e,0x00000235,0x0000023b,0x0004003d,0x00000006,0x0000023c,0x00000235,0x0004003d,
+    0x00000006,0x0000023d,0x00000008,0x000500b1,0x0000009e,0x0000023e,0x0000023c,0x0000023d,
+    0x000300f7,0x00000240,0x00000000,0x000400fa,0x0000023e,0x0000023f,0x00000240,0x000200f8,
+    0x0000023f,0x0004003d,0x00000006,0x00000245,0x00000079,0x0004003d,0x00000006,0x00000246,
+    0x00000235,0x0004003d,0x00000006,0x00000247,0x00000014,0x00050084,0x00000006,0x00000248,
+    0x00000246,0x00000247,0x00050080,0x00000006,0x00000249,0x00000245,0x00000248,0x0004003d,
+    0x00000006,0x0000024a,0x00000221,0x00050080,0x00000006,0x0000024b,0x00000249,0x0000024a,
+    0x0004003d,0x00000006,0x0000024c,0x0000022d,0x0004003d,0x00000006,0x0000024d,0x00000219,
+    0x00060041,0x000001ae,0x0000024e,0x000000a5,0x0000024c,0x0000024d,0x0004003d,0x000000a0,
+    0x0000024f,0x0000024e,0x00060041,0x000000ae,0x00000250,0x00000244,0x0000006d,0x0000024b,
+    0x0003003e,0x00000250,0x0000024f,0x000200f9,0x00000240,0x000200f8,0x00000240,0x000200f9,
+    0x00000231,0x000200f8,0x00000231,0x0004003d,0x00000006,0x00000251,0x0000022d,0x00050080,
+    0x00000006,0x00000252,0x00000251,0x00000071,0x0003003e,0x0000022d,0x00000252,0x000200f9,
+    0x0000022e,0x000200f8,0x00000230,0x000200f9,0x0000022c,0x000200f8,0x0000022c,0x000200f9,
+    0x0000021d,0x000200f8,0x0000021d,0x0004003d,0x00000006,0x00000253,0x00000219,0x00050080,
+    0x00000006,0x00000254,0x00000253,0x00000071,0x0003003e,0x00000219,0x00000254,0x000200f9,
+    0x0000021a,0x000200f8,0x0000021c,0x000100fd,0x00010038
+};
+
+}}} // namespace cv::dnn::vkcom

modules/dnn/src/vkcom/shader/conv_spv.cpp

@@ -1,252 +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) 2018, Intel Corporation, all rights reserved.
-// Third party copyrights are property of their respective owners.
-
-#include "../../precomp.hpp"
-
-namespace cv { namespace dnn { namespace vkcom {
-
-extern const unsigned int conv_spv[1894] = {
-    0x07230203,0x00010000,0x00080001,0x00000123,0x00000000,0x00020011,0x00000001,0x0006000b,
-    0x00000001,0x4c534c47,0x6474732e,0x3035342e,0x00000000,0x0003000e,0x00000000,0x00000001,
-    0x0006000f,0x00000005,0x00000004,0x6e69616d,0x00000000,0x0000000c,0x00060010,0x00000004,
-    0x00000011,0x00000100,0x00000001,0x00000001,0x00030003,0x00000002,0x000001c2,0x00040005,
-    0x00000004,0x6e69616d,0x00000000,0x00030005,0x00000008,0x00007867,0x00080005,0x0000000c,
-    0x475f6c67,0x61626f6c,0x766e496c,0x7461636f,0x496e6f69,0x00000044,0x00030005,0x00000012,
-    0x00007967,0x00050005,0x00000017,0x68737570,0x636f6c42,0x0000006b,0x00050006,0x00000017,
-    0x00000000,0x685f6e69,0x00000000,0x00050006,0x00000017,0x00000001,0x775f6e69,0x00000000,
-    0x00050006,0x00000017,0x00000002,0x5f74756f,0x00000068,0x00050006,0x00000017,0x00000003,
-    0x5f74756f,0x00000077,0x00060006,0x00000017,0x00000004,0x69727473,0x685f6564,0x00000000,
-    0x00060006,0x00000017,0x00000005,0x69727473,0x775f6564,0x00000000,0x00050006,0x00000017,
-    0x00000006,0x5f646170,0x00000068,0x00050006,0x00000017,0x00000007,0x5f646170,0x00000077,
-    0x00060006,0x00000017,0x00000008,0x746c6966,0x685f7265,0x00000000,0x00060006,0x00000017,
-    0x00000009,0x746c6966,0x775f7265,0x00000000,0x00060006,0x00000017,0x0000000a,0x616c6964,
-    0x6e6f6974,0x0000685f,0x00060006,0x00000017,0x0000000b,0x616c6964,0x6e6f6974,0x0000775f,
-    0x00060006,0x00000017,0x0000000c,0x6e616863,0x736c656e,0x00000000,0x00050006,0x00000017,
-    0x0000000d,0x63746162,0x00000068,0x00060006,0x00000017,0x0000000e,0x5f736168,0x73616962,
-    0x00000000,0x00040006,0x00000017,0x0000000f,0x0000004d,0x00040006,0x00000017,0x00000010,
-    0x0000004b,0x00040006,0x00000017,0x00000011,0x0000004e,0x00090006,0x00000017,0x00000012,
-    0x69736162,0x68735f63,0x72656461,0x7461625f,0x695f6863,0x00007864,0x00090006,0x00000017,
-    0x00000013,0x69736162,0x68735f63,0x72656461,0x6f72675f,0x695f7075,0x00007864,0x00090006,
-    0x00000017,0x00000014,0x69736162,0x68735f63,0x72656461,0x6f72675f,0x735f7075,0x00657a69,
-    0x00030005,0x00000019,0x00000070,0x00030005,0x00000023,0x00007a67,0x00030005,0x00000039,
-    0x006d7573,0x00050005,0x0000003b,0x7074756f,0x795f7475,0x00000000,0x00050005,0x00000041,
-    0x7074756f,0x785f7475,0x00000000,0x00040005,0x00000046,0x5f67726f,0x00000079,0x00040005,
-    0x00000050,0x5f67726f,0x00000078,0x00050005,0x0000005a,0x67696577,0x6f5f7468,0x00006666,
-    0x00050005,0x00000060,0x75706e69,0x666f5f74,0x00000066,0x00030005,0x00000075,0x00000063,
-    0x00030005,0x0000007f,0x00000079,0x00030005,0x0000008a,0x00000078,0x00040005,0x000000c3,
-    0x75706e49,0x00003074,0x00060006,0x000000c3,0x00000000,0x67616d69,0x61645f65,0x00006174,
-    0x00030005,0x000000c5,0x00000000,0x00040005,0x000000d0,0x75706e49,0x00003374,0x00060006,
-    0x000000d0,0x00000000,0x67696577,0x645f7468,0x00617461,0x00030005,0x000000d2,0x00000000,
-    0x00040005,0x000000fc,0x7366666f,0x00007465,0x00040005,0x00000112,0x75706e49,0x00003174,
-    0x00060006,0x00000112,0x00000000,0x73616962,0x7461645f,0x00000061,0x00030005,0x00000114,
-    0x00000000,0x00040005,0x0000011b,0x7074754f,0x00007475,0x00090006,0x0000011b,0x00000000,
-    0x766e6f63,0x65766c6f,0x6d695f64,0x5f656761,0x61746164,0x00000000,0x00030005,0x0000011d,
-    0x00000000,0x00040047,0x0000000c,0x0000000b,0x0000001c,0x00050048,0x00000017,0x00000000,
-    0x00000023,0x00000000,0x00050048,0x00000017,0x00000001,0x00000023,0x00000004,0x00050048,
-    0x00000017,0x00000002,0x00000023,0x00000008,0x00050048,0x00000017,0x00000003,0x00000023,
-    0x0000000c,0x00050048,0x00000017,0x00000004,0x00000023,0x00000010,0x00050048,0x00000017,
-    0x00000005,0x00000023,0x00000014,0x00050048,0x00000017,0x00000006,0x00000023,0x00000018,
-    0x00050048,0x00000017,0x00000007,0x00000023,0x0000001c,0x00050048,0x00000017,0x00000008,
-    0x00000023,0x00000020,0x00050048,0x00000017,0x00000009,0x00000023,0x00000024,0x00050048,
-    0x00000017,0x0000000a,0x00000023,0x00000028,0x00050048,0x00000017,0x0000000b,0x00000023,
-    0x0000002c,0x00050048,0x00000017,0x0000000c,0x00000023,0x00000030,0x00050048,0x00000017,
-    0x0000000d,0x00000023,0x00000034,0x00050048,0x00000017,0x0000000e,0x00000023,0x00000038,
-    0x00050048,0x00000017,0x0000000f,0x00000023,0x0000003c,0x00050048,0x00000017,0x00000010,
-    0x00000023,0x00000040,0x00050048,0x00000017,0x00000011,0x00000023,0x00000044,0x00050048,
-    0x00000017,0x00000012,0x00000023,0x00000048,0x00050048,0x00000017,0x00000013,0x00000023,
-    0x0000004c,0x00050048,0x00000017,0x00000014,0x00000023,0x00000050,0x00030047,0x00000017,
-    0x00000002,0x00040047,0x000000c2,0x00000006,0x00000004,0x00040048,0x000000c3,0x00000000,
-    0x00000018,0x00050048,0x000000c3,0x00000000,0x00000023,0x00000000,0x00030047,0x000000c3,
-    0x00000003,0x00040047,0x000000c5,0x00000022,0x00000000,0x00040047,0x000000c5,0x00000021,
-    0x00000000,0x00040047,0x000000cf,0x00000006,0x00000004,0x00040048,0x000000d0,0x00000000,
-    0x00000018,0x00050048,0x000000d0,0x00000000,0x00000023,0x00000000,0x00030047,0x000000d0,
-    0x00000003,0x00040047,0x000000d2,0x00000022,0x00000000,0x00040047,0x000000d2,0x00000021,
-    0x00000002,0x00040047,0x00000111,0x00000006,0x00000004,0x00040048,0x00000112,0x00000000,
-    0x00000018,0x00050048,0x00000112,0x00000000,0x00000023,0x00000000,0x00030047,0x00000112,
-    0x00000003,0x00040047,0x00000114,0x00000022,0x00000000,0x00040047,0x00000114,0x00000021,
-    0x00000001,0x00040047,0x0000011a,0x00000006,0x00000004,0x00040048,0x0000011b,0x00000000,
-    0x00000019,0x00050048,0x0000011b,0x00000000,0x00000023,0x00000000,0x00030047,0x0000011b,
-    0x00000003,0x00040047,0x0000011d,0x00000022,0x00000000,0x00040047,0x0000011d,0x00000021,
-    0x00000003,0x00040047,0x00000122,0x0000000b,0x00000019,0x00020013,0x00000002,0x00030021,
-    0x00000003,0x00000002,0x00040015,0x00000006,0x00000020,0x00000001,0x00040020,0x00000007,
-    0x00000007,0x00000006,0x00040015,0x00000009,0x00000020,0x00000000,0x00040017,0x0000000a,
-    0x00000009,0x00000003,0x00040020,0x0000000b,0x00000001,0x0000000a,0x0004003b,0x0000000b,
-    0x0000000c,0x00000001,0x0004002b,0x00000009,0x0000000d,0x00000000,0x00040020,0x0000000e,
-    0x00000001,0x00000009,0x0004002b,0x00000009,0x00000013,0x00000001,0x0017001e,0x00000017,
-    0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,
-    0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,
-    0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,0x00040020,0x00000018,0x00000009,
-    0x00000017,0x0004003b,0x00000018,0x00000019,0x00000009,0x0004002b,0x00000006,0x0000001a,
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-    0x00000037,0x00000020,0x00040020,0x00000038,0x00000007,0x00000037,0x0004002b,0x00000037,
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-    0x00000048,0x00000004,0x0004002b,0x00000006,0x0000004c,0x00000006,0x0004002b,0x00000006,
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-    0x0000005c,0x00000010,0x0004002b,0x00000006,0x00000062,0x00000000,0x0004002b,0x00000006,
-    0x00000066,0x00000001,0x0004002b,0x00000006,0x0000006a,0x0000000c,0x0004002b,0x00000006,
-    0x00000086,0x00000008,0x0004002b,0x00000006,0x00000091,0x00000009,0x0004002b,0x00000006,
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-    0x0004003b,0x000000c4,0x000000c5,0x00000002,0x00040020,0x000000cc,0x00000002,0x00000037,
-    0x0003001d,0x000000cf,0x00000037,0x0003001e,0x000000d0,0x000000cf,0x00040020,0x000000d1,
-    0x00000002,0x000000d0,0x0004003b,0x000000d1,0x000000d2,0x00000002,0x0004002b,0x00000006,
-    0x0000010b,0x0000000e,0x0003001d,0x00000111,0x00000037,0x0003001e,0x00000112,0x00000111,
-    0x00040020,0x00000113,0x00000002,0x00000112,0x0004003b,0x00000113,0x00000114,0x00000002,
-    0x0003001d,0x0000011a,0x00000037,0x0003001e,0x0000011b,0x0000011a,0x00040020,0x0000011c,
-    0x00000002,0x0000011b,0x0004003b,0x0000011c,0x0000011d,0x00000002,0x0004002b,0x00000009,
-    0x00000121,0x00000100,0x0006002c,0x0000000a,0x00000122,0x00000121,0x00000013,0x00000013,
-    0x00050036,0x00000002,0x00000004,0x00000000,0x00000003,0x000200f8,0x00000005,0x0004003b,
-    0x00000007,0x00000008,0x00000007,0x0004003b,0x00000007,0x00000012,0x00000007,0x0004003b,
-    0x00000007,0x00000023,0x00000007,0x0004003b,0x00000038,0x00000039,0x00000007,0x0004003b,
-    0x00000007,0x0000003b,0x00000007,0x0004003b,0x00000007,0x00000041,0x00000007,0x0004003b,
-    0x00000007,0x00000046,0x00000007,0x0004003b,0x00000007,0x00000050,0x00000007,0x0004003b,
-    0x00000007,0x0000005a,0x00000007,0x0004003b,0x00000007,0x00000060,0x00000007,0x0004003b,
-    0x00000007,0x00000075,0x00000007,0x0004003b,0x00000007,0x0000007f,0x00000007,0x0004003b,
-    0x00000007,0x0000008a,0x00000007,0x0004003b,0x00000007,0x000000fc,0x00000007,0x00050041,
-    0x0000000e,0x0000000f,0x0000000c,0x0000000d,0x0004003d,0x00000009,0x00000010,0x0000000f,
-    0x0004007c,0x00000006,0x00000011,0x00000010,0x0003003e,0x00000008,0x00000011,0x00050041,
-    0x0000000e,0x00000014,0x0000000c,0x00000013,0x0004003d,0x00000009,0x00000015,0x00000014,
-    0x0004007c,0x00000006,0x00000016,0x00000015,0x00050041,0x0000001b,0x0000001c,0x00000019,
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-    0x00000019,0x0000001e,0x0004003d,0x00000006,0x00000020,0x0000001f,0x00050084,0x00000006,
-    0x00000021,0x0000001d,0x00000020,0x00050080,0x00000006,0x00000022,0x00000016,0x00000021,
-    0x0003003e,0x00000012,0x00000022,0x00050041,0x0000001b,0x00000025,0x00000019,0x00000024,
-    0x0004003d,0x00000006,0x00000026,0x00000025,0x0003003e,0x00000023,0x00000026,0x0004003d,
-    0x00000006,0x00000028,0x00000008,0x00050041,0x0000001b,0x0000002a,0x00000019,0x00000029,
-    0x0004003d,0x00000006,0x0000002b,0x0000002a,0x000500b1,0x00000027,0x0000002c,0x00000028,
-    0x0000002b,0x000300f7,0x0000002e,0x00000000,0x000400fa,0x0000002c,0x0000002d,0x0000002e,
-    0x000200f8,0x0000002d,0x0004003d,0x00000006,0x0000002f,0x00000012,0x00050041,0x0000001b,
-    0x00000031,0x00000019,0x00000030,0x0004003d,0x00000006,0x00000032,0x00000031,0x000500b1,
-    0x00000027,0x00000033,0x0000002f,0x00000032,0x000200f9,0x0000002e,0x000200f8,0x0000002e,
-    0x000700f5,0x00000027,0x00000034,0x0000002c,0x00000005,0x00000033,0x0000002d,0x000300f7,
-    0x00000036,0x00000000,0x000400fa,0x00000034,0x00000035,0x00000036,0x000200f8,0x00000035,
-    0x0003003e,0x00000039,0x0000003a,0x0004003d,0x00000006,0x0000003c,0x00000008,0x00050041,
-    0x0000001b,0x0000003e,0x00000019,0x0000003d,0x0004003d,0x00000006,0x0000003f,0x0000003e,
-    0x00050087,0x00000006,0x00000040,0x0000003c,0x0000003f,0x0003003e,0x0000003b,0x00000040,
-    0x0004003d,0x00000006,0x00000042,0x00000008,0x00050041,0x0000001b,0x00000043,0x00000019,
-    0x0000003d,0x0004003d,0x00000006,0x00000044,0x00000043,0x0005008b,0x00000006,0x00000045,
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-    0x0000004a,0x00000049,0x00050084,0x00000006,0x0000004b,0x00000047,0x0000004a,0x00050041,
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-    0x0003003e,0x00000050,0x00000059,0x0004003d,0x00000006,0x0000005b,0x00000012,0x00050041,
-    0x0000001b,0x0000005d,0x00000019,0x0000005c,0x0004003d,0x00000006,0x0000005e,0x0000005d,
-    0x00050084,0x00000006,0x0000005f,0x0000005b,0x0000005e,0x0003003e,0x0000005a,0x0000005f,
-    0x0004003d,0x00000006,0x00000061,0x00000023,0x00050041,0x0000001b,0x00000063,0x00000019,
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-    0x0000006b,0x00050084,0x00000006,0x0000006d,0x00000069,0x0000006c,0x0004003d,0x00000006,
-    0x0000006e,0x00000046,0x00050041,0x0000001b,0x0000006f,0x00000019,0x00000066,0x0004003d,
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-    0x000400f6,0x00000078,0x00000079,0x00000000,0x000200f9,0x0000007a,0x000200f8,0x0000007a,
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-    0x0000006a,0x0004003d,0x00000006,0x0000007d,0x0000007c,0x000500b1,0x00000027,0x0000007e,
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-    0x0003003e,0x0000007f,0x00000062,0x000200f9,0x00000080,0x000200f8,0x00000080,0x000400f6,
-    0x00000082,0x00000083,0x00000000,0x000200f9,0x00000084,0x000200f8,0x00000084,0x0004003d,
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-    0x0000008e,0x00000000,0x000200f9,0x0000008f,0x000200f8,0x0000008f,0x0004003d,0x00000006,
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-    0x0000009a,0x000500af,0x00000027,0x0000009c,0x0000009b,0x00000062,0x000300f7,0x0000009e,
-    0x00000000,0x000400fa,0x0000009c,0x0000009d,0x0000009e,0x000200f8,0x0000009d,0x0004003d,
-    0x00000006,0x0000009f,0x00000046,0x0004003d,0x00000006,0x000000a0,0x0000007f,0x00050041,
-    0x0000001b,0x000000a1,0x00000019,0x00000097,0x0004003d,0x00000006,0x000000a2,0x000000a1,
-    0x00050084,0x00000006,0x000000a3,0x000000a0,0x000000a2,0x00050080,0x00000006,0x000000a4,
-    0x0000009f,0x000000a3,0x00050041,0x0000001b,0x000000a5,0x00000019,0x00000062,0x0004003d,
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-    0x000200f9,0x0000009e,0x000200f8,0x0000009e,0x000700f5,0x00000027,0x000000a8,0x0000009c,
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-    0x000000ca,0x000000c7,0x000000c9,0x00050080,0x00000006,0x000000cb,0x000000c6,0x000000ca,
-    0x00060041,0x000000cc,0x000000cd,0x000000c5,0x00000062,0x000000cb,0x0004003d,0x00000037,
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-    0x000000d9,0x00000039,0x00050081,0x00000037,0x000000da,0x000000d9,0x000000d8,0x0003003e,
-    0x00000039,0x000000da,0x000200f9,0x000000c1,0x000200f8,0x000000c1,0x000200f9,0x0000008e,
-    0x000200f8,0x0000008e,0x0004003d,0x00000006,0x000000db,0x0000008a,0x00050080,0x00000006,
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-    0x000200f8,0x0000008d,0x00050041,0x0000001b,0x000000dd,0x00000019,0x00000066,0x0004003d,
-    0x00000006,0x000000de,0x000000dd,0x00050041,0x0000001b,0x000000df,0x00000019,0x00000097,
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-    0x000000e0,0x0004003d,0x00000006,0x000000e2,0x00000060,0x00050080,0x00000006,0x000000e3,
-    0x000000e2,0x000000e1,0x0003003e,0x00000060,0x000000e3,0x00050041,0x0000001b,0x000000e4,
-    0x00000019,0x00000091,0x0004003d,0x00000006,0x000000e5,0x000000e4,0x0004003d,0x00000006,
-    0x000000e6,0x0000005a,0x00050080,0x00000006,0x000000e7,0x000000e6,0x000000e5,0x0003003e,
-    0x0000005a,0x000000e7,0x000200f9,0x00000083,0x000200f8,0x00000083,0x0004003d,0x00000006,
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-    0x00000019,0x00000066,0x0004003d,0x00000006,0x000000f0,0x000000ef,0x00050041,0x0000001b,
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-    0x00000006,0x000000f3,0x000000f0,0x000000f2,0x00050041,0x0000001b,0x000000f4,0x00000019,
-    0x00000097,0x0004003d,0x00000006,0x000000f5,0x000000f4,0x00050084,0x00000006,0x000000f6,
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-    0x00000006,0x000000f8,0x00000060,0x00050080,0x00000006,0x000000f9,0x000000f8,0x000000f7,
-    0x0003003e,0x00000060,0x000000f9,0x000200f9,0x00000079,0x000200f8,0x00000079,0x0004003d,
-    0x00000006,0x000000fa,0x00000075,0x00050080,0x00000006,0x000000fb,0x000000fa,0x00000066,
-    0x0003003e,0x00000075,0x000000fb,0x000200f9,0x00000076,0x000200f8,0x00000078,0x0004003d,
-    0x00000006,0x000000fd,0x00000023,0x00050041,0x0000001b,0x000000fe,0x00000019,0x00000029,
-    0x0004003d,0x00000006,0x000000ff,0x000000fe,0x00050084,0x00000006,0x00000100,0x000000fd,
-    0x000000ff,0x00050041,0x0000001b,0x00000101,0x00000019,0x00000030,0x0004003d,0x00000006,
-    0x00000102,0x00000101,0x00050084,0x00000006,0x00000103,0x00000100,0x00000102,0x0004003d,
-    0x00000006,0x00000104,0x00000008,0x00050080,0x00000006,0x00000105,0x00000103,0x00000104,
-    0x0004003d,0x00000006,0x00000106,0x00000012,0x00050041,0x0000001b,0x00000107,0x00000019,
-    0x00000029,0x0004003d,0x00000006,0x00000108,0x00000107,0x00050084,0x00000006,0x00000109,
-    0x00000106,0x00000108,0x00050080,0x00000006,0x0000010a,0x00000105,0x00000109,0x0003003e,
-    0x000000fc,0x0000010a,0x00050041,0x0000001b,0x0000010c,0x00000019,0x0000010b,0x0004003d,
-    0x00000006,0x0000010d,0x0000010c,0x000500aa,0x00000027,0x0000010e,0x0000010d,0x00000066,
-    0x000300f7,0x00000110,0x00000000,0x000400fa,0x0000010e,0x0000010f,0x00000110,0x000200f8,
-    0x0000010f,0x0004003d,0x00000006,0x00000115,0x00000012,0x00060041,0x000000cc,0x00000116,
-    0x00000114,0x00000062,0x00000115,0x0004003d,0x00000037,0x00000117,0x00000116,0x0004003d,
-    0x00000037,0x00000118,0x00000039,0x00050081,0x00000037,0x00000119,0x00000118,0x00000117,
-    0x0003003e,0x00000039,0x00000119,0x000200f9,0x00000110,0x000200f8,0x00000110,0x0004003d,
-    0x00000006,0x0000011e,0x000000fc,0x0004003d,0x00000037,0x0000011f,0x00000039,0x00060041,
-    0x000000cc,0x00000120,0x0000011d,0x00000062,0x0000011e,0x0003003e,0x00000120,0x0000011f,
-    0x000200f9,0x00000036,0x000200f8,0x00000036,0x000100fd,0x00010038
-};
-
-}}} // namespace cv::dnn::vkcom

modules/dnn/src/vkcom/shader/dw_conv.comp

@@ -1,77 +0,0 @@
-#version 450
-#define LOCAL_SZ_X 256
-layout(push_constant) uniform pushBlock {
-    int in_h;
-    int in_w;
-    int out_h;
-    int out_w;
-    int stride_h;
-    int stride_w;
-    int pad_h;
-    int pad_w;
-    int filter_h;
-    int filter_w;
-    int dilation_h;
-    int dilation_w;
-    int channels;
-    int batch;
-    int has_bias;
-    int M;
-    int K;
-    int N;
-    int basic_shader_batch_idx;
-    int basic_shader_partition_idx;
-    int basic_shader_partition_size;
-} p;
-
-layout(binding = 0) readonly buffer Input0{
-    float in_buffer[];
-};
-layout(binding = 1) readonly buffer Input1 {
-    float bias_data[];
-};
-layout(binding = 2) readonly buffer Input3{
-    float weight_data[];
-};
-layout(binding = 3) writeonly buffer Output{
-    float out_buffer[];
-};
-layout(local_size_x = LOCAL_SZ_X, local_size_y = 1, local_size_z = 1) in;
-
-/*
-   Each work item compute one output cell
-*/
-void main()
-{
-    int gx = int(gl_GlobalInvocationID.x);
-    int gy = int(gl_GlobalInvocationID.y);
-    int gz = int(gl_GlobalInvocationID.z);
-    if(gx < p.out_w && gy < p.out_h && gz < p.channels)
-    {
-        float sum = 0.0f;
-
-        int org_y = gy * p.stride_h - p.pad_h;
-        int org_x = gx * p.stride_w - p.pad_w;
-
-        int weight_off = gz * p.filter_h * p.filter_w;
-        int input_off = (p.basic_shader_batch_idx * p.channels + gz) * p.in_h * p.in_w + org_y * p.in_w + org_x;
-        for(int y = 0; y < p.filter_h; y++)
-        {
-            for(int x = 0; x < p.filter_w; x++)
-            {
-                if(org_y + y * p.dilation_h >= 0 && org_y + y * p.dilation_h < p.in_h && org_x + x * p.dilation_w >= 0 && org_x + x * p.dilation_w < p.in_w)
-                {
-                    sum += in_buffer[input_off + x * p.dilation_w] * weight_data[weight_off + x];
-                }
-            }
-            weight_off += p.filter_w;
-            input_off += p.in_w * p.dilation_h;
-        }
-
-        int offset = (p.basic_shader_batch_idx * p.channels + gz) * p.out_h * p.out_w + gy * p.out_w + gx;
-        if (p.has_bias == 1)
-            out_buffer[offset] = sum + bias_data[gz];
-        else
-            out_buffer[offset] = sum;
-    }
-}

modules/dnn/src/vkcom/shader/dw_conv_spv.cpp

@@ -1,235 +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) 2018, Intel Corporation, all rights reserved.
-// Third party copyrights are property of their respective owners.
-
-#include "../../precomp.hpp"
-
-namespace cv { namespace dnn { namespace vkcom {
-
-extern const unsigned int dw_conv_spv[1760] = {
-    0x07230203,0x00010000,0x00080001,0x0000010b,0x00000000,0x00020011,0x00000001,0x0006000b,
-    0x00000001,0x4c534c47,0x6474732e,0x3035342e,0x00000000,0x0003000e,0x00000000,0x00000001,
-    0x0006000f,0x00000005,0x00000004,0x6e69616d,0x00000000,0x0000000c,0x00060010,0x00000004,
-    0x00000011,0x00000100,0x00000001,0x00000001,0x00030003,0x00000002,0x000001c2,0x00040005,
-    0x00000004,0x6e69616d,0x00000000,0x00030005,0x00000008,0x00007867,0x00080005,0x0000000c,
-    0x475f6c67,0x61626f6c,0x766e496c,0x7461636f,0x496e6f69,0x00000044,0x00030005,0x00000012,
-    0x00007967,0x00030005,0x00000017,0x00007a67,0x00050005,0x0000001e,0x68737570,0x636f6c42,
-    0x0000006b,0x00050006,0x0000001e,0x00000000,0x685f6e69,0x00000000,0x00050006,0x0000001e,
-    0x00000001,0x775f6e69,0x00000000,0x00050006,0x0000001e,0x00000002,0x5f74756f,0x00000068,
-    0x00050006,0x0000001e,0x00000003,0x5f74756f,0x00000077,0x00060006,0x0000001e,0x00000004,
-    0x69727473,0x685f6564,0x00000000,0x00060006,0x0000001e,0x00000005,0x69727473,0x775f6564,
-    0x00000000,0x00050006,0x0000001e,0x00000006,0x5f646170,0x00000068,0x00050006,0x0000001e,
-    0x00000007,0x5f646170,0x00000077,0x00060006,0x0000001e,0x00000008,0x746c6966,0x685f7265,
-    0x00000000,0x00060006,0x0000001e,0x00000009,0x746c6966,0x775f7265,0x00000000,0x00060006,
-    0x0000001e,0x0000000a,0x616c6964,0x6e6f6974,0x0000685f,0x00060006,0x0000001e,0x0000000b,
-    0x616c6964,0x6e6f6974,0x0000775f,0x00060006,0x0000001e,0x0000000c,0x6e616863,0x736c656e,
-    0x00000000,0x00050006,0x0000001e,0x0000000d,0x63746162,0x00000068,0x00060006,0x0000001e,
-    0x0000000e,0x5f736168,0x73616962,0x00000000,0x00040006,0x0000001e,0x0000000f,0x0000004d,
-    0x00040006,0x0000001e,0x00000010,0x0000004b,0x00040006,0x0000001e,0x00000011,0x0000004e,
-    0x00090006,0x0000001e,0x00000012,0x69736162,0x68735f63,0x72656461,0x7461625f,0x695f6863,
-    0x00007864,0x00090006,0x0000001e,0x00000013,0x69736162,0x68735f63,0x72656461,0x6f72675f,
-    0x695f7075,0x00007864,0x00090006,0x0000001e,0x00000014,0x69736162,0x68735f63,0x72656461,
-    0x6f72675f,0x735f7075,0x00657a69,0x00030005,0x00000020,0x00000070,0x00030005,0x0000003a,
-    0x006d7573,0x00040005,0x0000003c,0x5f67726f,0x00000079,0x00040005,0x00000046,0x5f67726f,
-    0x00000078,0x00050005,0x00000050,0x67696577,0x6f5f7468,0x00006666,0x00050005,0x0000005a,
-    0x75706e69,0x666f5f74,0x00000066,0x00030005,0x00000072,0x00000079,0x00030005,0x0000007c,
-    0x00000078,0x00040005,0x000000b4,0x75706e49,0x00003074,0x00060006,0x000000b4,0x00000000,
-    0x625f6e69,0x65666675,0x00000072,0x00030005,0x000000b6,0x00000000,0x00040005,0x000000c1,
-    0x75706e49,0x00003374,0x00060006,0x000000c1,0x00000000,0x67696577,0x645f7468,0x00617461,
-    0x00030005,0x000000c3,0x00000000,0x00040005,0x000000db,0x7366666f,0x00007465,0x00040005,
-    0x000000f7,0x7074754f,0x00007475,0x00060006,0x000000f7,0x00000000,0x5f74756f,0x66667562,
-    0x00007265,0x00030005,0x000000f9,0x00000000,0x00040005,0x000000fd,0x75706e49,0x00003174,
-    0x00060006,0x000000fd,0x00000000,0x73616962,0x7461645f,0x00000061,0x00030005,0x000000ff,
-    0x00000000,0x00040047,0x0000000c,0x0000000b,0x0000001c,0x00050048,0x0000001e,0x00000000,
-    0x00000023,0x00000000,0x00050048,0x0000001e,0x00000001,0x00000023,0x00000004,0x00050048,
-    0x0000001e,0x00000002,0x00000023,0x00000008,0x00050048,0x0000001e,0x00000003,0x00000023,
-    0x0000000c,0x00050048,0x0000001e,0x00000004,0x00000023,0x00000010,0x00050048,0x0000001e,
-    0x00000005,0x00000023,0x00000014,0x00050048,0x0000001e,0x00000006,0x00000023,0x00000018,
-    0x00050048,0x0000001e,0x00000007,0x00000023,0x0000001c,0x00050048,0x0000001e,0x00000008,
-    0x00000023,0x00000020,0x00050048,0x0000001e,0x00000009,0x00000023,0x00000024,0x00050048,
-    0x0000001e,0x0000000a,0x00000023,0x00000028,0x00050048,0x0000001e,0x0000000b,0x00000023,
-    0x0000002c,0x00050048,0x0000001e,0x0000000c,0x00000023,0x00000030,0x00050048,0x0000001e,
-    0x0000000d,0x00000023,0x00000034,0x00050048,0x0000001e,0x0000000e,0x00000023,0x00000038,
-    0x00050048,0x0000001e,0x0000000f,0x00000023,0x0000003c,0x00050048,0x0000001e,0x00000010,
-    0x00000023,0x00000040,0x00050048,0x0000001e,0x00000011,0x00000023,0x00000044,0x00050048,
-    0x0000001e,0x00000012,0x00000023,0x00000048,0x00050048,0x0000001e,0x00000013,0x00000023,
-    0x0000004c,0x00050048,0x0000001e,0x00000014,0x00000023,0x00000050,0x00030047,0x0000001e,
-    0x00000002,0x00040047,0x000000b3,0x00000006,0x00000004,0x00040048,0x000000b4,0x00000000,
-    0x00000018,0x00050048,0x000000b4,0x00000000,0x00000023,0x00000000,0x00030047,0x000000b4,
-    0x00000003,0x00040047,0x000000b6,0x00000022,0x00000000,0x00040047,0x000000b6,0x00000021,
-    0x00000000,0x00040047,0x000000c0,0x00000006,0x00000004,0x00040048,0x000000c1,0x00000000,
-    0x00000018,0x00050048,0x000000c1,0x00000000,0x00000023,0x00000000,0x00030047,0x000000c1,
-    0x00000003,0x00040047,0x000000c3,0x00000022,0x00000000,0x00040047,0x000000c3,0x00000021,
-    0x00000002,0x00040047,0x000000f6,0x00000006,0x00000004,0x00040048,0x000000f7,0x00000000,
-    0x00000019,0x00050048,0x000000f7,0x00000000,0x00000023,0x00000000,0x00030047,0x000000f7,
-    0x00000003,0x00040047,0x000000f9,0x00000022,0x00000000,0x00040047,0x000000f9,0x00000021,
-    0x00000003,0x00040047,0x000000fc,0x00000006,0x00000004,0x00040048,0x000000fd,0x00000000,
-    0x00000018,0x00050048,0x000000fd,0x00000000,0x00000023,0x00000000,0x00030047,0x000000fd,
-    0x00000003,0x00040047,0x000000ff,0x00000022,0x00000000,0x00040047,0x000000ff,0x00000021,
-    0x00000001,0x00040047,0x0000010a,0x0000000b,0x00000019,0x00020013,0x00000002,0x00030021,
-    0x00000003,0x00000002,0x00040015,0x00000006,0x00000020,0x00000001,0x00040020,0x00000007,
-    0x00000007,0x00000006,0x00040015,0x00000009,0x00000020,0x00000000,0x00040017,0x0000000a,
-    0x00000009,0x00000003,0x00040020,0x0000000b,0x00000001,0x0000000a,0x0004003b,0x0000000b,
-    0x0000000c,0x00000001,0x0004002b,0x00000009,0x0000000d,0x00000000,0x00040020,0x0000000e,
-    0x00000001,0x00000009,0x0004002b,0x00000009,0x00000013,0x00000001,0x0004002b,0x00000009,
-    0x00000018,0x00000002,0x00020014,0x0000001c,0x0017001e,0x0000001e,0x00000006,0x00000006,
-    0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,
-    0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,
-    0x00000006,0x00000006,0x00000006,0x00040020,0x0000001f,0x00000009,0x0000001e,0x0004003b,
-    0x0000001f,0x00000020,0x00000009,0x0004002b,0x00000006,0x00000021,0x00000003,0x00040020,
-    0x00000022,0x00000009,0x00000006,0x0004002b,0x00000006,0x00000029,0x00000002,0x0004002b,
-    0x00000006,0x00000031,0x0000000c,0x00030016,0x00000038,0x00000020,0x00040020,0x00000039,
-    0x00000007,0x00000038,0x0004002b,0x00000038,0x0000003b,0x00000000,0x0004002b,0x00000006,
-    0x0000003e,0x00000004,0x0004002b,0x00000006,0x00000042,0x00000006,0x0004002b,0x00000006,
-    0x00000048,0x00000005,0x0004002b,0x00000006,0x0000004c,0x00000007,0x0004002b,0x00000006,
-    0x00000052,0x00000008,0x0004002b,0x00000006,0x00000056,0x00000009,0x0004002b,0x00000006,
-    0x0000005b,0x00000012,0x0004002b,0x00000006,0x00000063,0x00000000,0x0004002b,0x00000006,
-    0x00000067,0x00000001,0x0004002b,0x00000006,0x00000088,0x0000000a,0x0004002b,0x00000006,
-    0x0000009e,0x0000000b,0x0003001d,0x000000b3,0x00000038,0x0003001e,0x000000b4,0x000000b3,
-    0x00040020,0x000000b5,0x00000002,0x000000b4,0x0004003b,0x000000b5,0x000000b6,0x00000002,
-    0x00040020,0x000000bd,0x00000002,0x00000038,0x0003001d,0x000000c0,0x00000038,0x0003001e,
-    0x000000c1,0x000000c0,0x00040020,0x000000c2,0x00000002,0x000000c1,0x0004003b,0x000000c2,
-    0x000000c3,0x00000002,0x0004002b,0x00000006,0x000000f0,0x0000000e,0x0003001d,0x000000f6,
-    0x00000038,0x0003001e,0x000000f7,0x000000f6,0x00040020,0x000000f8,0x00000002,0x000000f7,
-    0x0004003b,0x000000f8,0x000000f9,0x00000002,0x0003001d,0x000000fc,0x00000038,0x0003001e,
-    0x000000fd,0x000000fc,0x00040020,0x000000fe,0x00000002,0x000000fd,0x0004003b,0x000000fe,
-    0x000000ff,0x00000002,0x0004002b,0x00000009,0x00000109,0x00000100,0x0006002c,0x0000000a,
-    0x0000010a,0x00000109,0x00000013,0x00000013,0x00050036,0x00000002,0x00000004,0x00000000,
-    0x00000003,0x000200f8,0x00000005,0x0004003b,0x00000007,0x00000008,0x00000007,0x0004003b,
-    0x00000007,0x00000012,0x00000007,0x0004003b,0x00000007,0x00000017,0x00000007,0x0004003b,
-    0x00000039,0x0000003a,0x00000007,0x0004003b,0x00000007,0x0000003c,0x00000007,0x0004003b,
-    0x00000007,0x00000046,0x00000007,0x0004003b,0x00000007,0x00000050,0x00000007,0x0004003b,
-    0x00000007,0x0000005a,0x00000007,0x0004003b,0x00000007,0x00000072,0x00000007,0x0004003b,
-    0x00000007,0x0000007c,0x00000007,0x0004003b,0x00000007,0x000000db,0x00000007,0x00050041,
-    0x0000000e,0x0000000f,0x0000000c,0x0000000d,0x0004003d,0x00000009,0x00000010,0x0000000f,
-    0x0004007c,0x00000006,0x00000011,0x00000010,0x0003003e,0x00000008,0x00000011,0x00050041,
-    0x0000000e,0x00000014,0x0000000c,0x00000013,0x0004003d,0x00000009,0x00000015,0x00000014,
-    0x0004007c,0x00000006,0x00000016,0x00000015,0x0003003e,0x00000012,0x00000016,0x00050041,
-    0x0000000e,0x00000019,0x0000000c,0x00000018,0x0004003d,0x00000009,0x0000001a,0x00000019,
-    0x0004007c,0x00000006,0x0000001b,0x0000001a,0x0003003e,0x00000017,0x0000001b,0x0004003d,
-    0x00000006,0x0000001d,0x00000008,0x00050041,0x00000022,0x00000023,0x00000020,0x00000021,
-    0x0004003d,0x00000006,0x00000024,0x00000023,0x000500b1,0x0000001c,0x00000025,0x0000001d,
-    0x00000024,0x000300f7,0x00000027,0x00000000,0x000400fa,0x00000025,0x00000026,0x00000027,
-    0x000200f8,0x00000026,0x0004003d,0x00000006,0x00000028,0x00000012,0x00050041,0x00000022,
-    0x0000002a,0x00000020,0x00000029,0x0004003d,0x00000006,0x0000002b,0x0000002a,0x000500b1,
-    0x0000001c,0x0000002c,0x00000028,0x0000002b,0x000200f9,0x00000027,0x000200f8,0x00000027,
-    0x000700f5,0x0000001c,0x0000002d,0x00000025,0x00000005,0x0000002c,0x00000026,0x000300f7,
-    0x0000002f,0x00000000,0x000400fa,0x0000002d,0x0000002e,0x0000002f,0x000200f8,0x0000002e,
-    0x0004003d,0x00000006,0x00000030,0x00000017,0x00050041,0x00000022,0x00000032,0x00000020,
-    0x00000031,0x0004003d,0x00000006,0x00000033,0x00000032,0x000500b1,0x0000001c,0x00000034,
-    0x00000030,0x00000033,0x000200f9,0x0000002f,0x000200f8,0x0000002f,0x000700f5,0x0000001c,
-    0x00000035,0x0000002d,0x00000027,0x00000034,0x0000002e,0x000300f7,0x00000037,0x00000000,
-    0x000400fa,0x00000035,0x00000036,0x00000037,0x000200f8,0x00000036,0x0003003e,0x0000003a,
-    0x0000003b,0x0004003d,0x00000006,0x0000003d,0x00000012,0x00050041,0x00000022,0x0000003f,
-    0x00000020,0x0000003e,0x0004003d,0x00000006,0x00000040,0x0000003f,0x00050084,0x00000006,
-    0x00000041,0x0000003d,0x00000040,0x00050041,0x00000022,0x00000043,0x00000020,0x00000042,
-    0x0004003d,0x00000006,0x00000044,0x00000043,0x00050082,0x00000006,0x00000045,0x00000041,
-    0x00000044,0x0003003e,0x0000003c,0x00000045,0x0004003d,0x00000006,0x00000047,0x00000008,
-    0x00050041,0x00000022,0x00000049,0x00000020,0x00000048,0x0004003d,0x00000006,0x0000004a,
-    0x00000049,0x00050084,0x00000006,0x0000004b,0x00000047,0x0000004a,0x00050041,0x00000022,
-    0x0000004d,0x00000020,0x0000004c,0x0004003d,0x00000006,0x0000004e,0x0000004d,0x00050082,
-    0x00000006,0x0000004f,0x0000004b,0x0000004e,0x0003003e,0x00000046,0x0000004f,0x0004003d,
-    0x00000006,0x00000051,0x00000017,0x00050041,0x00000022,0x00000053,0x00000020,0x00000052,
-    0x0004003d,0x00000006,0x00000054,0x00000053,0x00050084,0x00000006,0x00000055,0x00000051,
-    0x00000054,0x00050041,0x00000022,0x00000057,0x00000020,0x00000056,0x0004003d,0x00000006,
-    0x00000058,0x00000057,0x00050084,0x00000006,0x00000059,0x00000055,0x00000058,0x0003003e,
-    0x00000050,0x00000059,0x00050041,0x00000022,0x0000005c,0x00000020,0x0000005b,0x0004003d,
-    0x00000006,0x0000005d,0x0000005c,0x00050041,0x00000022,0x0000005e,0x00000020,0x00000031,
-    0x0004003d,0x00000006,0x0000005f,0x0000005e,0x00050084,0x00000006,0x00000060,0x0000005d,
-    0x0000005f,0x0004003d,0x00000006,0x00000061,0x00000017,0x00050080,0x00000006,0x00000062,
-    0x00000060,0x00000061,0x00050041,0x00000022,0x00000064,0x00000020,0x00000063,0x0004003d,
-    0x00000006,0x00000065,0x00000064,0x00050084,0x00000006,0x00000066,0x00000062,0x00000065,
-    0x00050041,0x00000022,0x00000068,0x00000020,0x00000067,0x0004003d,0x00000006,0x00000069,
-    0x00000068,0x00050084,0x00000006,0x0000006a,0x00000066,0x00000069,0x0004003d,0x00000006,
-    0x0000006b,0x0000003c,0x00050041,0x00000022,0x0000006c,0x00000020,0x00000067,0x0004003d,
-    0x00000006,0x0000006d,0x0000006c,0x00050084,0x00000006,0x0000006e,0x0000006b,0x0000006d,
-    0x00050080,0x00000006,0x0000006f,0x0000006a,0x0000006e,0x0004003d,0x00000006,0x00000070,
-    0x00000046,0x00050080,0x00000006,0x00000071,0x0000006f,0x00000070,0x0003003e,0x0000005a,
-    0x00000071,0x0003003e,0x00000072,0x00000063,0x000200f9,0x00000073,0x000200f8,0x00000073,
-    0x000400f6,0x00000075,0x00000076,0x00000000,0x000200f9,0x00000077,0x000200f8,0x00000077,
-    0x0004003d,0x00000006,0x00000078,0x00000072,0x00050041,0x00000022,0x00000079,0x00000020,
-    0x00000052,0x0004003d,0x00000006,0x0000007a,0x00000079,0x000500b1,0x0000001c,0x0000007b,
-    0x00000078,0x0000007a,0x000400fa,0x0000007b,0x00000074,0x00000075,0x000200f8,0x00000074,
-    0x0003003e,0x0000007c,0x00000063,0x000200f9,0x0000007d,0x000200f8,0x0000007d,0x000400f6,
-    0x0000007f,0x00000080,0x00000000,0x000200f9,0x00000081,0x000200f8,0x00000081,0x0004003d,
-    0x00000006,0x00000082,0x0000007c,0x00050041,0x00000022,0x00000083,0x00000020,0x00000056,
-    0x0004003d,0x00000006,0x00000084,0x00000083,0x000500b1,0x0000001c,0x00000085,0x00000082,
-    0x00000084,0x000400fa,0x00000085,0x0000007e,0x0000007f,0x000200f8,0x0000007e,0x0004003d,
-    0x00000006,0x00000086,0x0000003c,0x0004003d,0x00000006,0x00000087,0x00000072,0x00050041,
-    0x00000022,0x00000089,0x00000020,0x00000088,0x0004003d,0x00000006,0x0000008a,0x00000089,
-    0x00050084,0x00000006,0x0000008b,0x00000087,0x0000008a,0x00050080,0x00000006,0x0000008c,
-    0x00000086,0x0000008b,0x000500af,0x0000001c,0x0000008d,0x0000008c,0x00000063,0x000300f7,
-    0x0000008f,0x00000000,0x000400fa,0x0000008d,0x0000008e,0x0000008f,0x000200f8,0x0000008e,
-    0x0004003d,0x00000006,0x00000090,0x0000003c,0x0004003d,0x00000006,0x00000091,0x00000072,
-    0x00050041,0x00000022,0x00000092,0x00000020,0x00000088,0x0004003d,0x00000006,0x00000093,
-    0x00000092,0x00050084,0x00000006,0x00000094,0x00000091,0x00000093,0x00050080,0x00000006,
-    0x00000095,0x00000090,0x00000094,0x00050041,0x00000022,0x00000096,0x00000020,0x00000063,
-    0x0004003d,0x00000006,0x00000097,0x00000096,0x000500b1,0x0000001c,0x00000098,0x00000095,
-    0x00000097,0x000200f9,0x0000008f,0x000200f8,0x0000008f,0x000700f5,0x0000001c,0x00000099,
-    0x0000008d,0x0000007e,0x00000098,0x0000008e,0x000300f7,0x0000009b,0x00000000,0x000400fa,
-    0x00000099,0x0000009a,0x0000009b,0x000200f8,0x0000009a,0x0004003d,0x00000006,0x0000009c,
-    0x00000046,0x0004003d,0x00000006,0x0000009d,0x0000007c,0x00050041,0x00000022,0x0000009f,
-    0x00000020,0x0000009e,0x0004003d,0x00000006,0x000000a0,0x0000009f,0x00050084,0x00000006,
-    0x000000a1,0x0000009d,0x000000a0,0x00050080,0x00000006,0x000000a2,0x0000009c,0x000000a1,
-    0x000500af,0x0000001c,0x000000a3,0x000000a2,0x00000063,0x000200f9,0x0000009b,0x000200f8,
-    0x0000009b,0x000700f5,0x0000001c,0x000000a4,0x00000099,0x0000008f,0x000000a3,0x0000009a,
-    0x000300f7,0x000000a6,0x00000000,0x000400fa,0x000000a4,0x000000a5,0x000000a6,0x000200f8,
-    0x000000a5,0x0004003d,0x00000006,0x000000a7,0x00000046,0x0004003d,0x00000006,0x000000a8,
-    0x0000007c,0x00050041,0x00000022,0x000000a9,0x00000020,0x0000009e,0x0004003d,0x00000006,
-    0x000000aa,0x000000a9,0x00050084,0x00000006,0x000000ab,0x000000a8,0x000000aa,0x00050080,
-    0x00000006,0x000000ac,0x000000a7,0x000000ab,0x00050041,0x00000022,0x000000ad,0x00000020,
-    0x00000067,0x0004003d,0x00000006,0x000000ae,0x000000ad,0x000500b1,0x0000001c,0x000000af,
-    0x000000ac,0x000000ae,0x000200f9,0x000000a6,0x000200f8,0x000000a6,0x000700f5,0x0000001c,
-    0x000000b0,0x000000a4,0x0000009b,0x000000af,0x000000a5,0x000300f7,0x000000b2,0x00000000,
-    0x000400fa,0x000000b0,0x000000b1,0x000000b2,0x000200f8,0x000000b1,0x0004003d,0x00000006,
-    0x000000b7,0x0000005a,0x0004003d,0x00000006,0x000000b8,0x0000007c,0x00050041,0x00000022,
-    0x000000b9,0x00000020,0x0000009e,0x0004003d,0x00000006,0x000000ba,0x000000b9,0x00050084,
-    0x00000006,0x000000bb,0x000000b8,0x000000ba,0x00050080,0x00000006,0x000000bc,0x000000b7,
-    0x000000bb,0x00060041,0x000000bd,0x000000be,0x000000b6,0x00000063,0x000000bc,0x0004003d,
-    0x00000038,0x000000bf,0x000000be,0x0004003d,0x00000006,0x000000c4,0x00000050,0x0004003d,
-    0x00000006,0x000000c5,0x0000007c,0x00050080,0x00000006,0x000000c6,0x000000c4,0x000000c5,
-    0x00060041,0x000000bd,0x000000c7,0x000000c3,0x00000063,0x000000c6,0x0004003d,0x00000038,
-    0x000000c8,0x000000c7,0x00050085,0x00000038,0x000000c9,0x000000bf,0x000000c8,0x0004003d,
-    0x00000038,0x000000ca,0x0000003a,0x00050081,0x00000038,0x000000cb,0x000000ca,0x000000c9,
-    0x0003003e,0x0000003a,0x000000cb,0x000200f9,0x000000b2,0x000200f8,0x000000b2,0x000200f9,
-    0x00000080,0x000200f8,0x00000080,0x0004003d,0x00000006,0x000000cc,0x0000007c,0x00050080,
-    0x00000006,0x000000cd,0x000000cc,0x00000067,0x0003003e,0x0000007c,0x000000cd,0x000200f9,
-    0x0000007d,0x000200f8,0x0000007f,0x00050041,0x00000022,0x000000ce,0x00000020,0x00000056,
-    0x0004003d,0x00000006,0x000000cf,0x000000ce,0x0004003d,0x00000006,0x000000d0,0x00000050,
-    0x00050080,0x00000006,0x000000d1,0x000000d0,0x000000cf,0x0003003e,0x00000050,0x000000d1,
-    0x00050041,0x00000022,0x000000d2,0x00000020,0x00000067,0x0004003d,0x00000006,0x000000d3,
-    0x000000d2,0x00050041,0x00000022,0x000000d4,0x00000020,0x00000088,0x0004003d,0x00000006,
-    0x000000d5,0x000000d4,0x00050084,0x00000006,0x000000d6,0x000000d3,0x000000d5,0x0004003d,
-    0x00000006,0x000000d7,0x0000005a,0x00050080,0x00000006,0x000000d8,0x000000d7,0x000000d6,
-    0x0003003e,0x0000005a,0x000000d8,0x000200f9,0x00000076,0x000200f8,0x00000076,0x0004003d,
-    0x00000006,0x000000d9,0x00000072,0x00050080,0x00000006,0x000000da,0x000000d9,0x00000067,
-    0x0003003e,0x00000072,0x000000da,0x000200f9,0x00000073,0x000200f8,0x00000075,0x00050041,
-    0x00000022,0x000000dc,0x00000020,0x0000005b,0x0004003d,0x00000006,0x000000dd,0x000000dc,
-    0x00050041,0x00000022,0x000000de,0x00000020,0x00000031,0x0004003d,0x00000006,0x000000df,
-    0x000000de,0x00050084,0x00000006,0x000000e0,0x000000dd,0x000000df,0x0004003d,0x00000006,
-    0x000000e1,0x00000017,0x00050080,0x00000006,0x000000e2,0x000000e0,0x000000e1,0x00050041,
-    0x00000022,0x000000e3,0x00000020,0x00000029,0x0004003d,0x00000006,0x000000e4,0x000000e3,
-    0x00050084,0x00000006,0x000000e5,0x000000e2,0x000000e4,0x00050041,0x00000022,0x000000e6,
-    0x00000020,0x00000021,0x0004003d,0x00000006,0x000000e7,0x000000e6,0x00050084,0x00000006,
-    0x000000e8,0x000000e5,0x000000e7,0x0004003d,0x00000006,0x000000e9,0x00000012,0x00050041,
-    0x00000022,0x000000ea,0x00000020,0x00000021,0x0004003d,0x00000006,0x000000eb,0x000000ea,
-    0x00050084,0x00000006,0x000000ec,0x000000e9,0x000000eb,0x00050080,0x00000006,0x000000ed,
-    0x000000e8,0x000000ec,0x0004003d,0x00000006,0x000000ee,0x00000008,0x00050080,0x00000006,
-    0x000000ef,0x000000ed,0x000000ee,0x0003003e,0x000000db,0x000000ef,0x00050041,0x00000022,
-    0x000000f1,0x00000020,0x000000f0,0x0004003d,0x00000006,0x000000f2,0x000000f1,0x000500aa,
-    0x0000001c,0x000000f3,0x000000f2,0x00000067,0x000300f7,0x000000f5,0x00000000,0x000400fa,
-    0x000000f3,0x000000f4,0x00000105,0x000200f8,0x000000f4,0x0004003d,0x00000006,0x000000fa,
-    0x000000db,0x0004003d,0x00000038,0x000000fb,0x0000003a,0x0004003d,0x00000006,0x00000100,
-    0x00000017,0x00060041,0x000000bd,0x00000101,0x000000ff,0x00000063,0x00000100,0x0004003d,
-    0x00000038,0x00000102,0x00000101,0x00050081,0x00000038,0x00000103,0x000000fb,0x00000102,
-    0x00060041,0x000000bd,0x00000104,0x000000f9,0x00000063,0x000000fa,0x0003003e,0x00000104,
-    0x00000103,0x000200f9,0x000000f5,0x000200f8,0x00000105,0x0004003d,0x00000006,0x00000106,
-    0x000000db,0x0004003d,0x00000038,0x00000107,0x0000003a,0x00060041,0x000000bd,0x00000108,
-    0x000000f9,0x00000063,0x00000106,0x0003003e,0x00000108,0x00000107,0x000200f9,0x000000f5,
-    0x000200f8,0x000000f5,0x000200f9,0x00000037,0x000200f8,0x00000037,0x000100fd,0x00010038
-};
-
-}}} // namespace cv::dnn::vkcom

modules/dnn/src/vkcom/shader/gemm.comp

@@ -0,0 +1,168 @@
+#version 450
+
+#define KSTRIP_LEN 32
+#define BLOCK_SIZE 64
+#define WARP 32
+
+#define INNER_THREAD 16 // inner thread
+#define ALL_THREAD 256
+
+#define A_INSTRIP 8
+#define A_STRIP 8 // (BLOCK_SIZE/A_INSTRIP)
+
+#define B_INSTRIP 4 // (ALL_THREAD/BLOCK_SIZE)
+#define B_STRIP 8 // (KSTRIP_LEN/B_INSTRIP)
+
+#define MNSTRIP (BLOCK_SIZE/INNER_THREAD)
+#define KSTRIP (KSTRIP_LEN/INNER_THREAD)
+
+#define PER_THREAD (BLOCK_SIZE/INNER_THREAD)
+
+// Experiment Row major VS column major.
+
+layout(binding = 0) readonly buffer Input0{
+    float image_data[];
+};
+layout(binding = 1) readonly buffer Input1 {
+    float weight_data[];
+};
+layout(binding = 2) writeonly buffer Output{
+    float outMat_data[];
+};
+
+layout(binding = 3) uniform pushBlock {
+    int M;
+    int K;
+    int N;
+    int KStrip;
+    int KStripRemain;
+} p;
+
+shared float ashare[KSTRIP_LEN][BLOCK_SIZE]; // 2 KB
+shared float bshare[BLOCK_SIZE][KSTRIP_LEN]; // 2 KB
+
+layout(local_size_x = ALL_THREAD, local_size_y = 1, local_size_z = 1) in;
+void main()
+{
+    int mIndex = int(gl_WorkGroupID.x) * BLOCK_SIZE;
+    int nIndex = int(gl_WorkGroupID.y) * BLOCK_SIZE;
+
+    int local_x = int(gl_LocalInvocationID.x) % 16; // 0~7
+    int local_y = int(gl_LocalInvocationID.x) / 16; // 0~31
+
+    int a_local_x = int(gl_LocalInvocationID.x) % KSTRIP_LEN; // 256 / 32 = 8
+    int a_local_y = int(gl_LocalInvocationID.x) / KSTRIP_LEN;
+
+    int b_local_x = int(gl_LocalInvocationID.x) % BLOCK_SIZE; // 256 / 64 = 4
+    int b_local_y = int(gl_LocalInvocationID.x) / BLOCK_SIZE;
+
+    int aoffset = p.K * mIndex + a_local_y * p.K + a_local_x;
+    int boffset = nIndex + b_local_x + b_local_y * p.N;
+
+    float sum[PER_THREAD * PER_THREAD];
+    for (int n = 0; n < PER_THREAD * PER_THREAD; n++)
+    {
+        sum[n] = 0.f;
+    }
+
+    float regA[4];
+    float regB[4];
+
+    for (int i = 0; i < p.KStrip; i++)
+    {
+        // load A to shared memory A, transpose A
+        for (int s = 0; s < A_STRIP; s++)
+        {
+            ashare[a_local_x][s * A_INSTRIP + a_local_y] = image_data[aoffset + s * A_INSTRIP * p.K + i * KSTRIP_LEN];
+        }
+
+        // load B to shared memory B, transpose B
+        for (int s = 0; s < B_STRIP; s++)
+        {
+            bshare[b_local_x][s * B_INSTRIP + b_local_y] = weight_data[boffset + s * B_INSTRIP * p.N + i * KSTRIP_LEN * p.N];
+        }
+
+        barrier();
+
+        for (int j = 0; j < KSTRIP_LEN; j++)
+        {
+            // Load shared memory to register.
+            for (int m = 0; m < 4; m++)
+            {
+                regA[m] = ashare[j][local_x*4 + m];
+            }
+
+            for (int m = 0; m < 4; m++)
+            {
+                regB[m] = bshare[local_y + 16 * m][j];
+            }
+
+            for (int m = 0; m < 4; m++)
+            {
+                for (int n = 0; n < 4; n++)
+                {
+                    sum[m*4 + n] += regA[m] * regB[n];
+                }
+            }
+        }
+        barrier();
+    }
+
+    if (p.KStripRemain > 0)
+    {
+        int aoffset2 = aoffset + p.KStrip * KSTRIP_LEN;
+        int boffset2 = boffset + p.KStrip * KSTRIP_LEN * p.N;
+
+        // load A to shared memory A, transpose A
+        for (int s = 0; s < A_STRIP; s++)
+        {
+            ashare[a_local_x][s * A_INSTRIP + a_local_y] = image_data[aoffset2 + s * A_INSTRIP * p.K];
+        }
+
+        // load B to shared memory B, transpose B
+        for (int s = 0; s < B_STRIP; s++)
+        {
+            bshare[b_local_x][s * B_INSTRIP + b_local_y] = weight_data[boffset2 + s * B_INSTRIP * p.N];
+        }
+
+        barrier();
+
+        for (int j = 0; j < p.KStripRemain; j++)
+        {
+            // Load shared memory to register.
+            for (int m = 0; m < 4; m++)
+            {
+                regA[m] = ashare[j][local_x*4 + m];
+            }
+
+            for (int m = 0; m < 4; m++)
+            {
+                regB[m] = bshare[local_y + 16 * m][j];
+            }
+
+            for (int m = 0; m < 4; m++)
+            {
+                for (int n = 0; n < 4; n++)
+                {
+                    sum[m*4 + n] += regA[m] * regB[n];
+                }
+            }
+        }
+    }
+
+    for (int n = 0; n < PER_THREAD; n++)
+    {
+        int nIndex2 = nIndex + n * INNER_THREAD + local_y;
+        if (nIndex2 < p.N)
+        {
+            for (int m = 0; m < PER_THREAD; m++)
+            {
+                int mIndex2 = mIndex + local_x * PER_THREAD + m;
+                if (mIndex2 < p.M)
+                {
+                    outMat_data[mIndex2 * p.N + nIndex2] = sum[m* PER_THREAD + n];
+                }
+            }
+        }
+    }
+}

modules/dnn/src/vkcom/shader/gemm_spv.cpp

@@ -0,0 +1,375 @@
+// 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.
+
+#include "../../precomp.hpp"
+
+namespace cv { namespace dnn { namespace vkcom {
+
+extern const unsigned int gemm_spv[2902] = {
+    0x07230203,0x00010000,0x0008000b,0x000001ff,0x00000000,0x00020011,0x00000001,0x0006000b,
+    0x00000001,0x4c534c47,0x6474732e,0x3035342e,0x00000000,0x0003000e,0x00000000,0x00000001,
+    0x0007000f,0x00000005,0x00000004,0x6e69616d,0x00000000,0x0000000c,0x0000001b,0x00060010,
+    0x00000004,0x00000011,0x00000100,0x00000001,0x00000001,0x00030003,0x00000002,0x000001c2,
+    0x00040005,0x00000004,0x6e69616d,0x00000000,0x00040005,0x00000008,0x646e496d,0x00007865,
+    0x00060005,0x0000000c,0x575f6c67,0x476b726f,0x70756f72,0x00004449,0x00040005,0x00000014,
+    0x646e496e,0x00007865,0x00040005,0x0000001a,0x61636f6c,0x00785f6c,0x00080005,0x0000001b,
+    0x4c5f6c67,0x6c61636f,0x6f766e49,0x69746163,0x44496e6f,0x00000000,0x00040005,0x00000021,
+    0x61636f6c,0x00795f6c,0x00050005,0x00000026,0x6f6c5f61,0x5f6c6163,0x00000078,0x00050005,
+    0x0000002c,0x6f6c5f61,0x5f6c6163,0x00000079,0x00050005,0x00000031,0x6f6c5f62,0x5f6c6163,
+    0x00000078,0x00050005,0x00000036,0x6f6c5f62,0x5f6c6163,0x00000079,0x00040005,0x0000003b,
+    0x66666f61,0x00746573,0x00050005,0x0000003c,0x68737570,0x636f6c42,0x0000006b,0x00040006,
+    0x0000003c,0x00000000,0x0000004d,0x00040006,0x0000003c,0x00000001,0x0000004b,0x00040006,
+    0x0000003c,0x00000002,0x0000004e,0x00050006,0x0000003c,0x00000003,0x7274534b,0x00007069,
+    0x00070006,0x0000003c,0x00000004,0x7274534b,0x65527069,0x6e69616d,0x00000000,0x00030005,
+    0x0000003e,0x00000070,0x00040005,0x0000004c,0x66666f62,0x00746573,0x00030005,0x00000056,
+    0x0000006e,0x00030005,0x00000064,0x006d7573,0x00030005,0x0000006b,0x00000069,0x00030005,
+    0x00000076,0x00000073,0x00040005,0x00000084,0x61687361,0x00006572,0x00040005,0x0000008b,
+    0x75706e49,0x00003074,0x00060006,0x0000008b,0x00000000,0x67616d69,0x61645f65,0x00006174,
+    0x00030005,0x0000008d,0x00000000,0x00030005,0x0000009f,0x00000073,0x00040005,0x000000aa,
+    0x61687362,0x00006572,0x00040005,0x000000b2,0x75706e49,0x00003174,0x00060006,0x000000b2,
+    0x00000000,0x67696577,0x645f7468,0x00617461,0x00030005,0x000000b4,0x00000000,0x00030005,
+    0x000000c9,0x0000006a,0x00030005,0x000000d1,0x0000006d,0x00040005,0x000000dc,0x41676572,
+    0x00000000,0x00030005,0x000000e8,0x0000006d,0x00040005,0x000000f0,0x42676572,0x00000000,
+    0x00030005,0x000000fc,0x0000006d,0x00030005,0x00000104,0x0000006e,0x00050005,0x00000128,
+    0x66666f61,0x32746573,0x00000000,0x00050005,0x0000012e,0x66666f62,0x32746573,0x00000000,
+    0x00030005,0x00000137,0x00000073,0x00030005,0x00000150,0x00000073,0x00030005,0x00000169,
+    0x0000006a,0x00030005,0x00000173,0x0000006d,0x00030005,0x00000186,0x0000006d,0x00030005,
+    0x00000199,0x0000006d,0x00030005,0x000001a1,0x0000006e,0x00030005,0x000001be,0x0000006e,
+    0x00040005,0x000001c6,0x646e496e,0x00327865,0x00030005,0x000001d3,0x0000006d,0x00040005,
+    0x000001db,0x646e496d,0x00327865,0x00040005,0x000001e9,0x7074754f,0x00007475,0x00060006,
+    0x000001e9,0x00000000,0x4d74756f,0x645f7461,0x00617461,0x00030005,0x000001eb,0x00000000,
+    0x00040047,0x0000000c,0x0000000b,0x0000001a,0x00040047,0x0000001b,0x0000000b,0x0000001b,
+    0x00050048,0x0000003c,0x00000000,0x00000023,0x00000000,0x00050048,0x0000003c,0x00000001,
+    0x00000023,0x00000004,0x00050048,0x0000003c,0x00000002,0x00000023,0x00000008,0x00050048,
+    0x0000003c,0x00000003,0x00000023,0x0000000c,0x00050048,0x0000003c,0x00000004,0x00000023,
+    0x00000010,0x00030047,0x0000003c,0x00000002,0x00040047,0x0000003e,0x00000022,0x00000000,
+    0x00040047,0x0000003e,0x00000021,0x00000003,0x00040047,0x0000008a,0x00000006,0x00000004,
+    0x00040048,0x0000008b,0x00000000,0x00000018,0x00050048,0x0000008b,0x00000000,0x00000023,
+    0x00000000,0x00030047,0x0000008b,0x00000003,0x00040047,0x0000008d,0x00000022,0x00000000,
+    0x00040047,0x0000008d,0x00000021,0x00000000,0x00040047,0x000000b1,0x00000006,0x00000004,
+    0x00040048,0x000000b2,0x00000000,0x00000018,0x00050048,0x000000b2,0x00000000,0x00000023,
+    0x00000000,0x00030047,0x000000b2,0x00000003,0x00040047,0x000000b4,0x00000022,0x00000000,
+    0x00040047,0x000000b4,0x00000021,0x00000001,0x00040047,0x000001e8,0x00000006,0x00000004,
+    0x00040048,0x000001e9,0x00000000,0x00000019,0x00050048,0x000001e9,0x00000000,0x00000023,
+    0x00000000,0x00030047,0x000001e9,0x00000003,0x00040047,0x000001eb,0x00000022,0x00000000,
+    0x00040047,0x000001eb,0x00000021,0x00000002,0x00040047,0x000001fe,0x0000000b,0x00000019,
+    0x00020013,0x00000002,0x00030021,0x00000003,0x00000002,0x00040015,0x00000006,0x00000020,
+    0x00000001,0x00040020,0x00000007,0x00000007,0x00000006,0x00040015,0x00000009,0x00000020,
+    0x00000000,0x00040017,0x0000000a,0x00000009,0x00000003,0x00040020,0x0000000b,0x00000001,
+    0x0000000a,0x0004003b,0x0000000b,0x0000000c,0x00000001,0x0004002b,0x00000009,0x0000000d,
+    0x00000000,0x00040020,0x0000000e,0x00000001,0x00000009,0x0004002b,0x00000006,0x00000012,
+    0x00000040,0x0004002b,0x00000009,0x00000015,0x00000001,0x0004003b,0x0000000b,0x0000001b,
+    0x00000001,0x0004002b,0x00000006,0x0000001f,0x00000010,0x0004002b,0x00000006,0x0000002a,
+    0x00000020,0x0007001e,0x0000003c,0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,
+    0x00040020,0x0000003d,0x00000002,0x0000003c,0x0004003b,0x0000003d,0x0000003e,0x00000002,
+    0x0004002b,0x00000006,0x0000003f,0x00000001,0x00040020,0x00000040,0x00000002,0x00000006,
+    0x0004002b,0x00000006,0x00000051,0x00000002,0x0004002b,0x00000006,0x00000057,0x00000000,
+    0x00020014,0x0000005e,0x00030016,0x00000060,0x00000020,0x0004002b,0x00000009,0x00000061,
+    0x00000010,0x0004001c,0x00000062,0x00000060,0x00000061,0x00040020,0x00000063,0x00000007,
+    0x00000062,0x0004002b,0x00000060,0x00000066,0x00000000,0x00040020,0x00000067,0x00000007,
+    0x00000060,0x0004002b,0x00000006,0x00000072,0x00000003,0x0004002b,0x00000006,0x0000007d,
+    0x00000008,0x0004002b,0x00000009,0x0000007f,0x00000040,0x0004001c,0x00000080,0x00000060,
+    0x0000007f,0x0004002b,0x00000009,0x00000081,0x00000020,0x0004001c,0x00000082,0x00000080,
+    0x00000081,0x00040020,0x00000083,0x00000004,0x00000082,0x0004003b,0x00000083,0x00000084,
+    0x00000004,0x0003001d,0x0000008a,0x00000060,0x0003001e,0x0000008b,0x0000008a,0x00040020,
+    0x0000008c,0x00000002,0x0000008b,0x0004003b,0x0000008c,0x0000008d,0x00000002,0x00040020,
+    0x00000098,0x00000002,0x00000060,0x00040020,0x0000009b,0x00000004,0x00000060,0x0004001c,
+    0x000000a7,0x00000060,0x00000081,0x0004001c,0x000000a8,0x000000a7,0x0000007f,0x00040020,
+    0x000000a9,0x00000004,0x000000a8,0x0004003b,0x000000a9,0x000000aa,0x00000004,0x0004002b,
+    0x00000006,0x000000ad,0x00000004,0x0003001d,0x000000b1,0x00000060,0x0003001e,0x000000b2,
+    0x000000b1,0x00040020,0x000000b3,0x00000002,0x000000b2,0x0004003b,0x000000b3,0x000000b4,
+    0x00000002,0x0004002b,0x00000009,0x000000c7,0x00000002,0x0004002b,0x00000009,0x000000c8,
+    0x00000108,0x0004002b,0x00000009,0x000000d9,0x00000004,0x0004001c,0x000000da,0x00000060,
+    0x000000d9,0x00040020,0x000000db,0x00000007,0x000000da,0x0003001d,0x000001e8,0x00000060,
+    0x0003001e,0x000001e9,0x000001e8,0x00040020,0x000001ea,0x00000002,0x000001e9,0x0004003b,
+    0x000001ea,0x000001eb,0x00000002,0x0004002b,0x00000009,0x000001fd,0x00000100,0x0006002c,
+    0x0000000a,0x000001fe,0x000001fd,0x00000015,0x00000015,0x00050036,0x00000002,0x00000004,
+    0x00000000,0x00000003,0x000200f8,0x00000005,0x0004003b,0x00000007,0x00000008,0x00000007,
+    0x0004003b,0x00000007,0x00000014,0x00000007,0x0004003b,0x00000007,0x0000001a,0x00000007,
+    0x0004003b,0x00000007,0x00000021,0x00000007,0x0004003b,0x00000007,0x00000026,0x00000007,
+    0x0004003b,0x00000007,0x0000002c,0x00000007,0x0004003b,0x00000007,0x00000031,0x00000007,
+    0x0004003b,0x00000007,0x00000036,0x00000007,0x0004003b,0x00000007,0x0000003b,0x00000007,
+    0x0004003b,0x00000007,0x0000004c,0x00000007,0x0004003b,0x00000007,0x00000056,0x00000007,
+    0x0004003b,0x00000063,0x00000064,0x00000007,0x0004003b,0x00000007,0x0000006b,0x00000007,
+    0x0004003b,0x00000007,0x00000076,0x00000007,0x0004003b,0x00000007,0x0000009f,0x00000007,
+    0x0004003b,0x00000007,0x000000c9,0x00000007,0x0004003b,0x00000007,0x000000d1,0x00000007,
+    0x0004003b,0x000000db,0x000000dc,0x00000007,0x0004003b,0x00000007,0x000000e8,0x00000007,
+    0x0004003b,0x000000db,0x000000f0,0x00000007,0x0004003b,0x00000007,0x000000fc,0x00000007,
+    0x0004003b,0x00000007,0x00000104,0x00000007,0x0004003b,0x00000007,0x00000128,0x00000007,
+    0x0004003b,0x00000007,0x0000012e,0x00000007,0x0004003b,0x00000007,0x00000137,0x00000007,
+    0x0004003b,0x00000007,0x00000150,0x00000007,0x0004003b,0x00000007,0x00000169,0x00000007,
+    0x0004003b,0x00000007,0x00000173,0x00000007,0x0004003b,0x00000007,0x00000186,0x00000007,
+    0x0004003b,0x00000007,0x00000199,0x00000007,0x0004003b,0x00000007,0x000001a1,0x00000007,
+    0x0004003b,0x00000007,0x000001be,0x00000007,0x0004003b,0x00000007,0x000001c6,0x00000007,
+    0x0004003b,0x00000007,0x000001d3,0x00000007,0x0004003b,0x00000007,0x000001db,0x00000007,
+    0x00050041,0x0000000e,0x0000000f,0x0000000c,0x0000000d,0x0004003d,0x00000009,0x00000010,
+    0x0000000f,0x0004007c,0x00000006,0x00000011,0x00000010,0x00050084,0x00000006,0x00000013,
+    0x00000011,0x00000012,0x0003003e,0x00000008,0x00000013,0x00050041,0x0000000e,0x00000016,
+    0x0000000c,0x00000015,0x0004003d,0x00000009,0x00000017,0x00000016,0x0004007c,0x00000006,
+    0x00000018,0x00000017,0x00050084,0x00000006,0x00000019,0x00000018,0x00000012,0x0003003e,
+    0x00000014,0x00000019,0x00050041,0x0000000e,0x0000001c,0x0000001b,0x0000000d,0x0004003d,
+    0x00000009,0x0000001d,0x0000001c,0x0004007c,0x00000006,0x0000001e,0x0000001d,0x0005008b,
+    0x00000006,0x00000020,0x0000001e,0x0000001f,0x0003003e,0x0000001a,0x00000020,0x00050041,
+    0x0000000e,0x00000022,0x0000001b,0x0000000d,0x0004003d,0x00000009,0x00000023,0x00000022,
+    0x0004007c,0x00000006,0x00000024,0x00000023,0x00050087,0x00000006,0x00000025,0x00000024,
+    0x0000001f,0x0003003e,0x00000021,0x00000025,0x00050041,0x0000000e,0x00000027,0x0000001b,
+    0x0000000d,0x0004003d,0x00000009,0x00000028,0x00000027,0x0004007c,0x00000006,0x00000029,
+    0x00000028,0x0005008b,0x00000006,0x0000002b,0x00000029,0x0000002a,0x0003003e,0x00000026,
+    0x0000002b,0x00050041,0x0000000e,0x0000002d,0x0000001b,0x0000000d,0x0004003d,0x00000009,
+    0x0000002e,0x0000002d,0x0004007c,0x00000006,0x0000002f,0x0000002e,0x00050087,0x00000006,
+    0x00000030,0x0000002f,0x0000002a,0x0003003e,0x0000002c,0x00000030,0x00050041,0x0000000e,
+    0x00000032,0x0000001b,0x0000000d,0x0004003d,0x00000009,0x00000033,0x00000032,0x0004007c,
+    0x00000006,0x00000034,0x00000033,0x0005008b,0x00000006,0x00000035,0x00000034,0x00000012,
+    0x0003003e,0x00000031,0x00000035,0x00050041,0x0000000e,0x00000037,0x0000001b,0x0000000d,
+    0x0004003d,0x00000009,0x00000038,0x00000037,0x0004007c,0x00000006,0x00000039,0x00000038,
+    0x00050087,0x00000006,0x0000003a,0x00000039,0x00000012,0x0003003e,0x00000036,0x0000003a,
+    0x00050041,0x00000040,0x00000041,0x0000003e,0x0000003f,0x0004003d,0x00000006,0x00000042,
+    0x00000041,0x0004003d,0x00000006,0x00000043,0x00000008,0x00050084,0x00000006,0x00000044,
+    0x00000042,0x00000043,0x0004003d,0x00000006,0x00000045,0x0000002c,0x00050041,0x00000040,
+    0x00000046,0x0000003e,0x0000003f,0x0004003d,0x00000006,0x00000047,0x00000046,0x00050084,
+    0x00000006,0x00000048,0x00000045,0x00000047,0x00050080,0x00000006,0x00000049,0x00000044,
+    0x00000048,0x0004003d,0x00000006,0x0000004a,0x00000026,0x00050080,0x00000006,0x0000004b,
+    0x00000049,0x0000004a,0x0003003e,0x0000003b,0x0000004b,0x0004003d,0x00000006,0x0000004d,
+    0x00000014,0x0004003d,0x00000006,0x0000004e,0x00000031,0x00050080,0x00000006,0x0000004f,
+    0x0000004d,0x0000004e,0x0004003d,0x00000006,0x00000050,0x00000036,0x00050041,0x00000040,
+    0x00000052,0x0000003e,0x00000051,0x0004003d,0x00000006,0x00000053,0x00000052,0x00050084,
+    0x00000006,0x00000054,0x00000050,0x00000053,0x00050080,0x00000006,0x00000055,0x0000004f,
+    0x00000054,0x0003003e,0x0000004c,0x00000055,0x0003003e,0x00000056,0x00000057,0x000200f9,
+    0x00000058,0x000200f8,0x00000058,0x000400f6,0x0000005a,0x0000005b,0x00000000,0x000200f9,
+    0x0000005c,0x000200f8,0x0000005c,0x0004003d,0x00000006,0x0000005d,0x00000056,0x000500b1,
+    0x0000005e,0x0000005f,0x0000005d,0x0000001f,0x000400fa,0x0000005f,0x00000059,0x0000005a,
+    0x000200f8,0x00000059,0x0004003d,0x00000006,0x00000065,0x00000056,0x00050041,0x00000067,
+    0x00000068,0x00000064,0x00000065,0x0003003e,0x00000068,0x00000066,0x000200f9,0x0000005b,
+    0x000200f8,0x0000005b,0x0004003d,0x00000006,0x00000069,0x00000056,0x00050080,0x00000006,
+    0x0000006a,0x00000069,0x0000003f,0x0003003e,0x00000056,0x0000006a,0x000200f9,0x00000058,
+    0x000200f8,0x0000005a,0x0003003e,0x0000006b,0x00000057,0x000200f9,0x0000006c,0x000200f8,
+    0x0000006c,0x000400f6,0x0000006e,0x0000006f,0x00000000,0x000200f9,0x00000070,0x000200f8,
+    0x00000070,0x0004003d,0x00000006,0x00000071,0x0000006b,0x00050041,0x00000040,0x00000073,
+    0x0000003e,0x00000072,0x0004003d,0x00000006,0x00000074,0x00000073,0x000500b1,0x0000005e,
+    0x00000075,0x00000071,0x00000074,0x000400fa,0x00000075,0x0000006d,0x0000006e,0x000200f8,
+    0x0000006d,0x0003003e,0x00000076,0x00000057,0x000200f9,0x00000077,0x000200f8,0x00000077,
+    0x000400f6,0x00000079,0x0000007a,0x00000000,0x000200f9,0x0000007b,0x000200f8,0x0000007b,
+    0x0004003d,0x00000006,0x0000007c,0x00000076,0x000500b1,0x0000005e,0x0000007e,0x0000007c,
+    0x0000007d,0x000400fa,0x0000007e,0x00000078,0x00000079,0x000200f8,0x00000078,0x0004003d,
+    0x00000006,0x00000085,0x00000026,0x0004003d,0x00000006,0x00000086,0x00000076,0x00050084,
+    0x00000006,0x00000087,0x00000086,0x0000007d,0x0004003d,0x00000006,0x00000088,0x0000002c,
+    0x00050080,0x00000006,0x00000089,0x00000087,0x00000088,0x0004003d,0x00000006,0x0000008e,
+    0x0000003b,0x0004003d,0x00000006,0x0000008f,0x00000076,0x00050084,0x00000006,0x00000090,
+    0x0000008f,0x0000007d,0x00050041,0x00000040,0x00000091,0x0000003e,0x0000003f,0x0004003d,
+    0x00000006,0x00000092,0x00000091,0x00050084,0x00000006,0x00000093,0x00000090,0x00000092,
+    0x00050080,0x00000006,0x00000094,0x0000008e,0x00000093,0x0004003d,0x00000006,0x00000095,
+    0x0000006b,0x00050084,0x00000006,0x00000096,0x00000095,0x0000002a,0x00050080,0x00000006,
+    0x00000097,0x00000094,0x00000096,0x00060041,0x00000098,0x00000099,0x0000008d,0x00000057,
+    0x00000097,0x0004003d,0x00000060,0x0000009a,0x00000099,0x00060041,0x0000009b,0x0000009c,
+    0x00000084,0x00000085,0x00000089,0x0003003e,0x0000009c,0x0000009a,0x000200f9,0x0000007a,
+    0x000200f8,0x0000007a,0x0004003d,0x00000006,0x0000009d,0x00000076,0x00050080,0x00000006,
+    0x0000009e,0x0000009d,0x0000003f,0x0003003e,0x00000076,0x0000009e,0x000200f9,0x00000077,
+    0x000200f8,0x00000079,0x0003003e,0x0000009f,0x00000057,0x000200f9,0x000000a0,0x000200f8,
+    0x000000a0,0x000400f6,0x000000a2,0x000000a3,0x00000000,0x000200f9,0x000000a4,0x000200f8,
+    0x000000a4,0x0004003d,0x00000006,0x000000a5,0x0000009f,0x000500b1,0x0000005e,0x000000a6,
+    0x000000a5,0x0000007d,0x000400fa,0x000000a6,0x000000a1,0x000000a2,0x000200f8,0x000000a1,
+    0x0004003d,0x00000006,0x000000ab,0x00000031,0x0004003d,0x00000006,0x000000ac,0x0000009f,
+    0x00050084,0x00000006,0x000000ae,0x000000ac,0x000000ad,0x0004003d,0x00000006,0x000000af,
+    0x00000036,0x00050080,0x00000006,0x000000b0,0x000000ae,0x000000af,0x0004003d,0x00000006,
+    0x000000b5,0x0000004c,0x0004003d,0x00000006,0x000000b6,0x0000009f,0x00050084,0x00000006,
+    0x000000b7,0x000000b6,0x000000ad,0x00050041,0x00000040,0x000000b8,0x0000003e,0x00000051,
+    0x0004003d,0x00000006,0x000000b9,0x000000b8,0x00050084,0x00000006,0x000000ba,0x000000b7,
+    0x000000b9,0x00050080,0x00000006,0x000000bb,0x000000b5,0x000000ba,0x0004003d,0x00000006,
+    0x000000bc,0x0000006b,0x00050084,0x00000006,0x000000bd,0x000000bc,0x0000002a,0x00050041,
+    0x00000040,0x000000be,0x0000003e,0x00000051,0x0004003d,0x00000006,0x000000bf,0x000000be,
+    0x00050084,0x00000006,0x000000c0,0x000000bd,0x000000bf,0x00050080,0x00000006,0x000000c1,
+    0x000000bb,0x000000c0,0x00060041,0x00000098,0x000000c2,0x000000b4,0x00000057,0x000000c1,
+    0x0004003d,0x00000060,0x000000c3,0x000000c2,0x00060041,0x0000009b,0x000000c4,0x000000aa,
+    0x000000ab,0x000000b0,0x0003003e,0x000000c4,0x000000c3,0x000200f9,0x000000a3,0x000200f8,
+    0x000000a3,0x0004003d,0x00000006,0x000000c5,0x0000009f,0x00050080,0x00000006,0x000000c6,
+    0x000000c5,0x0000003f,0x0003003e,0x0000009f,0x000000c6,0x000200f9,0x000000a0,0x000200f8,
+    0x000000a2,0x000400e0,0x000000c7,0x000000c7,0x000000c8,0x0003003e,0x000000c9,0x00000057,
+    0x000200f9,0x000000ca,0x000200f8,0x000000ca,0x000400f6,0x000000cc,0x000000cd,0x00000000,
+    0x000200f9,0x000000ce,0x000200f8,0x000000ce,0x0004003d,0x00000006,0x000000cf,0x000000c9,
+    0x000500b1,0x0000005e,0x000000d0,0x000000cf,0x0000002a,0x000400fa,0x000000d0,0x000000cb,
+    0x000000cc,0x000200f8,0x000000cb,0x0003003e,0x000000d1,0x00000057,0x000200f9,0x000000d2,
+    0x000200f8,0x000000d2,0x000400f6,0x000000d4,0x000000d5,0x00000000,0x000200f9,0x000000d6,
+    0x000200f8,0x000000d6,0x0004003d,0x00000006,0x000000d7,0x000000d1,0x000500b1,0x0000005e,
+    0x000000d8,0x000000d7,0x000000ad,0x000400fa,0x000000d8,0x000000d3,0x000000d4,0x000200f8,
+    0x000000d3,0x0004003d,0x00000006,0x000000dd,0x000000d1,0x0004003d,0x00000006,0x000000de,
+    0x000000c9,0x0004003d,0x00000006,0x000000df,0x0000001a,0x00050084,0x00000006,0x000000e0,
+    0x000000df,0x000000ad,0x0004003d,0x00000006,0x000000e1,0x000000d1,0x00050080,0x00000006,
+    0x000000e2,0x000000e0,0x000000e1,0x00060041,0x0000009b,0x000000e3,0x00000084,0x000000de,
+    0x000000e2,0x0004003d,0x00000060,0x000000e4,0x000000e3,0x00050041,0x00000067,0x000000e5,
+    0x000000dc,0x000000dd,0x0003003e,0x000000e5,0x000000e4,0x000200f9,0x000000d5,0x000200f8,
+    0x000000d5,0x0004003d,0x00000006,0x000000e6,0x000000d1,0x00050080,0x00000006,0x000000e7,
+    0x000000e6,0x0000003f,0x0003003e,0x000000d1,0x000000e7,0x000200f9,0x000000d2,0x000200f8,
+    0x000000d4,0x0003003e,0x000000e8,0x00000057,0x000200f9,0x000000e9,0x000200f8,0x000000e9,
+    0x000400f6,0x000000eb,0x000000ec,0x00000000,0x000200f9,0x000000ed,0x000200f8,0x000000ed,
+    0x0004003d,0x00000006,0x000000ee,0x000000e8,0x000500b1,0x0000005e,0x000000ef,0x000000ee,
+    0x000000ad,0x000400fa,0x000000ef,0x000000ea,0x000000eb,0x000200f8,0x000000ea,0x0004003d,
+    0x00000006,0x000000f1,0x000000e8,0x0004003d,0x00000006,0x000000f2,0x00000021,0x0004003d,
+    0x00000006,0x000000f3,0x000000e8,0x00050084,0x00000006,0x000000f4,0x0000001f,0x000000f3,
+    0x00050080,0x00000006,0x000000f5,0x000000f2,0x000000f4,0x0004003d,0x00000006,0x000000f6,
+    0x000000c9,0x00060041,0x0000009b,0x000000f7,0x000000aa,0x000000f5,0x000000f6,0x0004003d,
+    0x00000060,0x000000f8,0x000000f7,0x00050041,0x00000067,0x000000f9,0x000000f0,0x000000f1,
+    0x0003003e,0x000000f9,0x000000f8,0x000200f9,0x000000ec,0x000200f8,0x000000ec,0x0004003d,
+    0x00000006,0x000000fa,0x000000e8,0x00050080,0x00000006,0x000000fb,0x000000fa,0x0000003f,
+    0x0003003e,0x000000e8,0x000000fb,0x000200f9,0x000000e9,0x000200f8,0x000000eb,0x0003003e,
+    0x000000fc,0x00000057,0x000200f9,0x000000fd,0x000200f8,0x000000fd,0x000400f6,0x000000ff,
+    0x00000100,0x00000000,0x000200f9,0x00000101,0x000200f8,0x00000101,0x0004003d,0x00000006,
+    0x00000102,0x000000fc,0x000500b1,0x0000005e,0x00000103,0x00000102,0x000000ad,0x000400fa,
+    0x00000103,0x000000fe,0x000000ff,0x000200f8,0x000000fe,0x0003003e,0x00000104,0x00000057,
+    0x000200f9,0x00000105,0x000200f8,0x00000105,0x000400f6,0x00000107,0x00000108,0x00000000,
+    0x000200f9,0x00000109,0x000200f8,0x00000109,0x0004003d,0x00000006,0x0000010a,0x00000104,
+    0x000500b1,0x0000005e,0x0000010b,0x0000010a,0x000000ad,0x000400fa,0x0000010b,0x00000106,
+    0x00000107,0x000200f8,0x00000106,0x0004003d,0x00000006,0x0000010c,0x000000fc,0x00050084,
+    0x00000006,0x0000010d,0x0000010c,0x000000ad,0x0004003d,0x00000006,0x0000010e,0x00000104,
+    0x00050080,0x00000006,0x0000010f,0x0000010d,0x0000010e,0x0004003d,0x00000006,0x00000110,
+    0x000000fc,0x00050041,0x00000067,0x00000111,0x000000dc,0x00000110,0x0004003d,0x00000060,
+    0x00000112,0x00000111,0x0004003d,0x00000006,0x00000113,0x00000104,0x00050041,0x00000067,
+    0x00000114,0x000000f0,0x00000113,0x0004003d,0x00000060,0x00000115,0x00000114,0x00050085,
+    0x00000060,0x00000116,0x00000112,0x00000115,0x00050041,0x00000067,0x00000117,0x00000064,
+    0x0000010f,0x0004003d,0x00000060,0x00000118,0x00000117,0x00050081,0x00000060,0x00000119,
+    0x00000118,0x00000116,0x00050041,0x00000067,0x0000011a,0x00000064,0x0000010f,0x0003003e,
+    0x0000011a,0x00000119,0x000200f9,0x00000108,0x000200f8,0x00000108,0x0004003d,0x00000006,
+    0x0000011b,0x00000104,0x00050080,0x00000006,0x0000011c,0x0000011b,0x0000003f,0x0003003e,
+    0x00000104,0x0000011c,0x000200f9,0x00000105,0x000200f8,0x00000107,0x000200f9,0x00000100,
+    0x000200f8,0x00000100,0x0004003d,0x00000006,0x0000011d,0x000000fc,0x00050080,0x00000006,
+    0x0000011e,0x0000011d,0x0000003f,0x0003003e,0x000000fc,0x0000011e,0x000200f9,0x000000fd,
+    0x000200f8,0x000000ff,0x000200f9,0x000000cd,0x000200f8,0x000000cd,0x0004003d,0x00000006,
+    0x0000011f,0x000000c9,0x00050080,0x00000006,0x00000120,0x0000011f,0x0000003f,0x0003003e,
+    0x000000c9,0x00000120,0x000200f9,0x000000ca,0x000200f8,0x000000cc,0x000400e0,0x000000c7,
+    0x000000c7,0x000000c8,0x000200f9,0x0000006f,0x000200f8,0x0000006f,0x0004003d,0x00000006,
+    0x00000121,0x0000006b,0x00050080,0x00000006,0x00000122,0x00000121,0x0000003f,0x0003003e,
+    0x0000006b,0x00000122,0x000200f9,0x0000006c,0x000200f8,0x0000006e,0x00050041,0x00000040,
+    0x00000123,0x0000003e,0x000000ad,0x0004003d,0x00000006,0x00000124,0x00000123,0x000500ad,
+    0x0000005e,0x00000125,0x00000124,0x00000057,0x000300f7,0x00000127,0x00000000,0x000400fa,
+    0x00000125,0x00000126,0x00000127,0x000200f8,0x00000126,0x0004003d,0x00000006,0x00000129,
+    0x0000003b,0x00050041,0x00000040,0x0000012a,0x0000003e,0x00000072,0x0004003d,0x00000006,
+    0x0000012b,0x0000012a,0x00050084,0x00000006,0x0000012c,0x0000012b,0x0000002a,0x00050080,
+    0x00000006,0x0000012d,0x00000129,0x0000012c,0x0003003e,0x00000128,0x0000012d,0x0004003d,
+    0x00000006,0x0000012f,0x0000004c,0x00050041,0x00000040,0x00000130,0x0000003e,0x00000072,
+    0x0004003d,0x00000006,0x00000131,0x00000130,0x00050084,0x00000006,0x00000132,0x00000131,
+    0x0000002a,0x00050041,0x00000040,0x00000133,0x0000003e,0x00000051,0x0004003d,0x00000006,
+    0x00000134,0x00000133,0x00050084,0x00000006,0x00000135,0x00000132,0x00000134,0x00050080,
+    0x00000006,0x00000136,0x0000012f,0x00000135,0x0003003e,0x0000012e,0x00000136,0x0003003e,
+    0x00000137,0x00000057,0x000200f9,0x00000138,0x000200f8,0x00000138,0x000400f6,0x0000013a,
+    0x0000013b,0x00000000,0x000200f9,0x0000013c,0x000200f8,0x0000013c,0x0004003d,0x00000006,
+    0x0000013d,0x00000137,0x000500b1,0x0000005e,0x0000013e,0x0000013d,0x0000007d,0x000400fa,
+    0x0000013e,0x00000139,0x0000013a,0x000200f8,0x00000139,0x0004003d,0x00000006,0x0000013f,
+    0x00000026,0x0004003d,0x00000006,0x00000140,0x00000137,0x00050084,0x00000006,0x00000141,
+    0x00000140,0x0000007d,0x0004003d,0x00000006,0x00000142,0x0000002c,0x00050080,0x00000006,
+    0x00000143,0x00000141,0x00000142,0x0004003d,0x00000006,0x00000144,0x00000128,0x0004003d,
+    0x00000006,0x00000145,0x00000137,0x00050084,0x00000006,0x00000146,0x00000145,0x0000007d,
+    0x00050041,0x00000040,0x00000147,0x0000003e,0x0000003f,0x0004003d,0x00000006,0x00000148,
+    0x00000147,0x00050084,0x00000006,0x00000149,0x00000146,0x00000148,0x00050080,0x00000006,
+    0x0000014a,0x00000144,0x00000149,0x00060041,0x00000098,0x0000014b,0x0000008d,0x00000057,
+    0x0000014a,0x0004003d,0x00000060,0x0000014c,0x0000014b,0x00060041,0x0000009b,0x0000014d,
+    0x00000084,0x0000013f,0x00000143,0x0003003e,0x0000014d,0x0000014c,0x000200f9,0x0000013b,
+    0x000200f8,0x0000013b,0x0004003d,0x00000006,0x0000014e,0x00000137,0x00050080,0x00000006,
+    0x0000014f,0x0000014e,0x0000003f,0x0003003e,0x00000137,0x0000014f,0x000200f9,0x00000138,
+    0x000200f8,0x0000013a,0x0003003e,0x00000150,0x00000057,0x000200f9,0x00000151,0x000200f8,
+    0x00000151,0x000400f6,0x00000153,0x00000154,0x00000000,0x000200f9,0x00000155,0x000200f8,
+    0x00000155,0x0004003d,0x00000006,0x00000156,0x00000150,0x000500b1,0x0000005e,0x00000157,
+    0x00000156,0x0000007d,0x000400fa,0x00000157,0x00000152,0x00000153,0x000200f8,0x00000152,
+    0x0004003d,0x00000006,0x00000158,0x00000031,0x0004003d,0x00000006,0x00000159,0x00000150,
+    0x00050084,0x00000006,0x0000015a,0x00000159,0x000000ad,0x0004003d,0x00000006,0x0000015b,
+    0x00000036,0x00050080,0x00000006,0x0000015c,0x0000015a,0x0000015b,0x0004003d,0x00000006,
+    0x0000015d,0x0000012e,0x0004003d,0x00000006,0x0000015e,0x00000150,0x00050084,0x00000006,
+    0x0000015f,0x0000015e,0x000000ad,0x00050041,0x00000040,0x00000160,0x0000003e,0x00000051,
+    0x0004003d,0x00000006,0x00000161,0x00000160,0x00050084,0x00000006,0x00000162,0x0000015f,
+    0x00000161,0x00050080,0x00000006,0x00000163,0x0000015d,0x00000162,0x00060041,0x00000098,
+    0x00000164,0x000000b4,0x00000057,0x00000163,0x0004003d,0x00000060,0x00000165,0x00000164,
+    0x00060041,0x0000009b,0x00000166,0x000000aa,0x00000158,0x0000015c,0x0003003e,0x00000166,
+    0x00000165,0x000200f9,0x00000154,0x000200f8,0x00000154,0x0004003d,0x00000006,0x00000167,
+    0x00000150,0x00050080,0x00000006,0x00000168,0x00000167,0x0000003f,0x0003003e,0x00000150,
+    0x00000168,0x000200f9,0x00000151,0x000200f8,0x00000153,0x000400e0,0x000000c7,0x000000c7,
+    0x000000c8,0x0003003e,0x00000169,0x00000057,0x000200f9,0x0000016a,0x000200f8,0x0000016a,
+    0x000400f6,0x0000016c,0x0000016d,0x00000000,0x000200f9,0x0000016e,0x000200f8,0x0000016e,
+    0x0004003d,0x00000006,0x0000016f,0x00000169,0x00050041,0x00000040,0x00000170,0x0000003e,
+    0x000000ad,0x0004003d,0x00000006,0x00000171,0x00000170,0x000500b1,0x0000005e,0x00000172,
+    0x0000016f,0x00000171,0x000400fa,0x00000172,0x0000016b,0x0000016c,0x000200f8,0x0000016b,
+    0x0003003e,0x00000173,0x00000057,0x000200f9,0x00000174,0x000200f8,0x00000174,0x000400f6,
+    0x00000176,0x00000177,0x00000000,0x000200f9,0x00000178,0x000200f8,0x00000178,0x0004003d,
+    0x00000006,0x00000179,0x00000173,0x000500b1,0x0000005e,0x0000017a,0x00000179,0x000000ad,
+    0x000400fa,0x0000017a,0x00000175,0x00000176,0x000200f8,0x00000175,0x0004003d,0x00000006,
+    0x0000017b,0x00000173,0x0004003d,0x00000006,0x0000017c,0x00000169,0x0004003d,0x00000006,
+    0x0000017d,0x0000001a,0x00050084,0x00000006,0x0000017e,0x0000017d,0x000000ad,0x0004003d,
+    0x00000006,0x0000017f,0x00000173,0x00050080,0x00000006,0x00000180,0x0000017e,0x0000017f,
+    0x00060041,0x0000009b,0x00000181,0x00000084,0x0000017c,0x00000180,0x0004003d,0x00000060,
+    0x00000182,0x00000181,0x00050041,0x00000067,0x00000183,0x000000dc,0x0000017b,0x0003003e,
+    0x00000183,0x00000182,0x000200f9,0x00000177,0x000200f8,0x00000177,0x0004003d,0x00000006,
+    0x00000184,0x00000173,0x00050080,0x00000006,0x00000185,0x00000184,0x0000003f,0x0003003e,
+    0x00000173,0x00000185,0x000200f9,0x00000174,0x000200f8,0x00000176,0x0003003e,0x00000186,
+    0x00000057,0x000200f9,0x00000187,0x000200f8,0x00000187,0x000400f6,0x00000189,0x0000018a,
+    0x00000000,0x000200f9,0x0000018b,0x000200f8,0x0000018b,0x0004003d,0x00000006,0x0000018c,
+    0x00000186,0x000500b1,0x0000005e,0x0000018d,0x0000018c,0x000000ad,0x000400fa,0x0000018d,
+    0x00000188,0x00000189,0x000200f8,0x00000188,0x0004003d,0x00000006,0x0000018e,0x00000186,
+    0x0004003d,0x00000006,0x0000018f,0x00000021,0x0004003d,0x00000006,0x00000190,0x00000186,
+    0x00050084,0x00000006,0x00000191,0x0000001f,0x00000190,0x00050080,0x00000006,0x00000192,
+    0x0000018f,0x00000191,0x0004003d,0x00000006,0x00000193,0x00000169,0x00060041,0x0000009b,
+    0x00000194,0x000000aa,0x00000192,0x00000193,0x0004003d,0x00000060,0x00000195,0x00000194,
+    0x00050041,0x00000067,0x00000196,0x000000f0,0x0000018e,0x0003003e,0x00000196,0x00000195,
+    0x000200f9,0x0000018a,0x000200f8,0x0000018a,0x0004003d,0x00000006,0x00000197,0x00000186,
+    0x00050080,0x00000006,0x00000198,0x00000197,0x0000003f,0x0003003e,0x00000186,0x00000198,
+    0x000200f9,0x00000187,0x000200f8,0x00000189,0x0003003e,0x00000199,0x00000057,0x000200f9,
+    0x0000019a,0x000200f8,0x0000019a,0x000400f6,0x0000019c,0x0000019d,0x00000000,0x000200f9,
+    0x0000019e,0x000200f8,0x0000019e,0x0004003d,0x00000006,0x0000019f,0x00000199,0x000500b1,
+    0x0000005e,0x000001a0,0x0000019f,0x000000ad,0x000400fa,0x000001a0,0x0000019b,0x0000019c,
+    0x000200f8,0x0000019b,0x0003003e,0x000001a1,0x00000057,0x000200f9,0x000001a2,0x000200f8,
+    0x000001a2,0x000400f6,0x000001a4,0x000001a5,0x00000000,0x000200f9,0x000001a6,0x000200f8,
+    0x000001a6,0x0004003d,0x00000006,0x000001a7,0x000001a1,0x000500b1,0x0000005e,0x000001a8,
+    0x000001a7,0x000000ad,0x000400fa,0x000001a8,0x000001a3,0x000001a4,0x000200f8,0x000001a3,
+    0x0004003d,0x00000006,0x000001a9,0x00000199,0x00050084,0x00000006,0x000001aa,0x000001a9,
+    0x000000ad,0x0004003d,0x00000006,0x000001ab,0x000001a1,0x00050080,0x00000006,0x000001ac,
+    0x000001aa,0x000001ab,0x0004003d,0x00000006,0x000001ad,0x00000199,0x00050041,0x00000067,
+    0x000001ae,0x000000dc,0x000001ad,0x0004003d,0x00000060,0x000001af,0x000001ae,0x0004003d,
+    0x00000006,0x000001b0,0x000001a1,0x00050041,0x00000067,0x000001b1,0x000000f0,0x000001b0,
+    0x0004003d,0x00000060,0x000001b2,0x000001b1,0x00050085,0x00000060,0x000001b3,0x000001af,
+    0x000001b2,0x00050041,0x00000067,0x000001b4,0x00000064,0x000001ac,0x0004003d,0x00000060,
+    0x000001b5,0x000001b4,0x00050081,0x00000060,0x000001b6,0x000001b5,0x000001b3,0x00050041,
+    0x00000067,0x000001b7,0x00000064,0x000001ac,0x0003003e,0x000001b7,0x000001b6,0x000200f9,
+    0x000001a5,0x000200f8,0x000001a5,0x0004003d,0x00000006,0x000001b8,0x000001a1,0x00050080,
+    0x00000006,0x000001b9,0x000001b8,0x0000003f,0x0003003e,0x000001a1,0x000001b9,0x000200f9,
+    0x000001a2,0x000200f8,0x000001a4,0x000200f9,0x0000019d,0x000200f8,0x0000019d,0x0004003d,
+    0x00000006,0x000001ba,0x00000199,0x00050080,0x00000006,0x000001bb,0x000001ba,0x0000003f,
+    0x0003003e,0x00000199,0x000001bb,0x000200f9,0x0000019a,0x000200f8,0x0000019c,0x000200f9,
+    0x0000016d,0x000200f8,0x0000016d,0x0004003d,0x00000006,0x000001bc,0x00000169,0x00050080,
+    0x00000006,0x000001bd,0x000001bc,0x0000003f,0x0003003e,0x00000169,0x000001bd,0x000200f9,
+    0x0000016a,0x000200f8,0x0000016c,0x000200f9,0x00000127,0x000200f8,0x00000127,0x0003003e,
+    0x000001be,0x00000057,0x000200f9,0x000001bf,0x000200f8,0x000001bf,0x000400f6,0x000001c1,
+    0x000001c2,0x00000000,0x000200f9,0x000001c3,0x000200f8,0x000001c3,0x0004003d,0x00000006,
+    0x000001c4,0x000001be,0x000500b1,0x0000005e,0x000001c5,0x000001c4,0x000000ad,0x000400fa,
+    0x000001c5,0x000001c0,0x000001c1,0x000200f8,0x000001c0,0x0004003d,0x00000006,0x000001c7,
+    0x00000014,0x0004003d,0x00000006,0x000001c8,0x000001be,0x00050084,0x00000006,0x000001c9,
+    0x000001c8,0x0000001f,0x00050080,0x00000006,0x000001ca,0x000001c7,0x000001c9,0x0004003d,
+    0x00000006,0x000001cb,0x00000021,0x00050080,0x00000006,0x000001cc,0x000001ca,0x000001cb,
+    0x0003003e,0x000001c6,0x000001cc,0x0004003d,0x00000006,0x000001cd,0x000001c6,0x00050041,
+    0x00000040,0x000001ce,0x0000003e,0x00000051,0x0004003d,0x00000006,0x000001cf,0x000001ce,
+    0x000500b1,0x0000005e,0x000001d0,0x000001cd,0x000001cf,0x000300f7,0x000001d2,0x00000000,
+    0x000400fa,0x000001d0,0x000001d1,0x000001d2,0x000200f8,0x000001d1,0x0003003e,0x000001d3,
+    0x00000057,0x000200f9,0x000001d4,0x000200f8,0x000001d4,0x000400f6,0x000001d6,0x000001d7,
+    0x00000000,0x000200f9,0x000001d8,0x000200f8,0x000001d8,0x0004003d,0x00000006,0x000001d9,
+    0x000001d3,0x000500b1,0x0000005e,0x000001da,0x000001d9,0x000000ad,0x000400fa,0x000001da,
+    0x000001d5,0x000001d6,0x000200f8,0x000001d5,0x0004003d,0x00000006,0x000001dc,0x00000008,
+    0x0004003d,0x00000006,0x000001dd,0x0000001a,0x00050084,0x00000006,0x000001de,0x000001dd,
+    0x000000ad,0x00050080,0x00000006,0x000001df,0x000001dc,0x000001de,0x0004003d,0x00000006,
+    0x000001e0,0x000001d3,0x00050080,0x00000006,0x000001e1,0x000001df,0x000001e0,0x0003003e,
+    0x000001db,0x000001e1,0x0004003d,0x00000006,0x000001e2,0x000001db,0x00050041,0x00000040,
+    0x000001e3,0x0000003e,0x00000057,0x0004003d,0x00000006,0x000001e4,0x000001e3,0x000500b1,
+    0x0000005e,0x000001e5,0x000001e2,0x000001e4,0x000300f7,0x000001e7,0x00000000,0x000400fa,
+    0x000001e5,0x000001e6,0x000001e7,0x000200f8,0x000001e6,0x0004003d,0x00000006,0x000001ec,
+    0x000001db,0x00050041,0x00000040,0x000001ed,0x0000003e,0x00000051,0x0004003d,0x00000006,
+    0x000001ee,0x000001ed,0x00050084,0x00000006,0x000001ef,0x000001ec,0x000001ee,0x0004003d,
+    0x00000006,0x000001f0,0x000001c6,0x00050080,0x00000006,0x000001f1,0x000001ef,0x000001f0,
+    0x0004003d,0x00000006,0x000001f2,0x000001d3,0x00050084,0x00000006,0x000001f3,0x000001f2,
+    0x000000ad,0x0004003d,0x00000006,0x000001f4,0x000001be,0x00050080,0x00000006,0x000001f5,
+    0x000001f3,0x000001f4,0x00050041,0x00000067,0x000001f6,0x00000064,0x000001f5,0x0004003d,
+    0x00000060,0x000001f7,0x000001f6,0x00060041,0x00000098,0x000001f8,0x000001eb,0x00000057,
+    0x000001f1,0x0003003e,0x000001f8,0x000001f7,0x000200f9,0x000001e7,0x000200f8,0x000001e7,
+    0x000200f9,0x000001d7,0x000200f8,0x000001d7,0x0004003d,0x00000006,0x000001f9,0x000001d3,
+    0x00050080,0x00000006,0x000001fa,0x000001f9,0x0000003f,0x0003003e,0x000001d3,0x000001fa,
+    0x000200f9,0x000001d4,0x000200f8,0x000001d6,0x000200f9,0x000001d2,0x000200f8,0x000001d2,
+    0x000200f9,0x000001c2,0x000200f8,0x000001c2,0x0004003d,0x00000006,0x000001fb,0x000001be,
+    0x00050080,0x00000006,0x000001fc,0x000001fb,0x0000003f,0x0003003e,0x000001be,0x000001fc,
+    0x000200f9,0x000001bf,0x000200f8,0x000001c1,0x000100fd,0x00010038
+};
+
+}}} // namespace cv::dnn::vkcom

modules/dnn/src/vkcom/shader/lrn.comp

@@ -1,63 +0,0 @@
-#version 450
-#define LOCAL_SZ_X 256
-layout(push_constant) uniform pushBlock {
-    int thread_num;
-    int channels;
-    int height;
-    int width;
-    int filter_len;
-    int radius;
-    float alpha;
-    float bias;
-    float negative_beta;
-} p;
-
-layout(binding = 0) readonly buffer Input0{
-    float in_buffer[];
-};
-layout(binding = 1) writeonly buffer Output{
-    float dst_buffer[];
-};
-layout(local_size_x = LOCAL_SZ_X, local_size_y = 1, local_size_z = 1) in;
-void main()
-{
-  int gid = int(gl_GlobalInvocationID.x);
-  int gsz = int(gl_NumWorkGroups.x * gl_WorkGroupSize.x);
-  for (int index = gid; index < p.thread_num; index += gsz)
-  {
-    int x = index % p.width;
-    int y = (index / p.width) % p.height;
-    int b = index / (p.width * p.height);
-    int offset = b * p.channels * p.height * p.width + y * p.width + x;
-    int channel_off = p.height * p.width;
-    float scale_val;
-    int head = 0;
-    float accum_scale = 0.0f;
-    int min_val = p.radius < p.channels ? p.radius : p.channels;
-    while (head < min_val) {
-      accum_scale += in_buffer[offset + head * channel_off] * in_buffer[offset + head * channel_off];
-      ++head;
-    }
-    while (head < p.channels) {
-      accum_scale += in_buffer[offset + head * channel_off] * in_buffer[offset + head * channel_off];
-      if (head - p.filter_len >= 0) {
-        accum_scale -= in_buffer[offset + (head - p.filter_len) * channel_off]
-            * in_buffer[offset + (head - p.filter_len) * channel_off];
-      }
-      scale_val = p.bias + accum_scale * p.alpha;
-      dst_buffer[offset + (head - p.radius) * channel_off] = in_buffer[offset + (head - p.radius) * channel_off] * pow(scale_val, p.negative_beta);
-      ++head;
-    }
-    int pos = head - min_val;
-    while (pos >= 0 && pos < p.channels) {
-      if (head - p.filter_len >= 0) {
-        accum_scale -= in_buffer[offset + (head - p.filter_len) * channel_off]
-            * in_buffer[offset + (head - p.filter_len) * channel_off];
-      }
-      scale_val = p.bias + accum_scale * p.alpha;
-      dst_buffer[offset + pos * channel_off] = in_buffer[offset + pos * channel_off] * pow(scale_val, p.negative_beta);
-      ++head;
-      ++pos;
-    }
-  }
-}

modules/dnn/src/vkcom/shader/lrn_spv.cpp

@@ -1,246 +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) 2018, Intel Corporation, all rights reserved.
-// Third party copyrights are property of their respective owners.
-
-#include "../../precomp.hpp"
-
-namespace cv { namespace dnn { namespace vkcom {
-
-extern const unsigned int lrn_spv[1845] = {
-    0x07230203,0x00010000,0x00080001,0x00000144,0x00000000,0x00020011,0x00000001,0x0006000b,
-    0x00000001,0x4c534c47,0x6474732e,0x3035342e,0x00000000,0x0003000e,0x00000000,0x00000001,
-    0x0007000f,0x00000005,0x00000004,0x6e69616d,0x00000000,0x0000000c,0x00000013,0x00060010,
-    0x00000004,0x00000011,0x00000100,0x00000001,0x00000001,0x00030003,0x00000002,0x000001c2,
-    0x00040005,0x00000004,0x6e69616d,0x00000000,0x00030005,0x00000008,0x00646967,0x00080005,
-    0x0000000c,0x475f6c67,0x61626f6c,0x766e496c,0x7461636f,0x496e6f69,0x00000044,0x00030005,
-    0x00000012,0x007a7367,0x00070005,0x00000013,0x4e5f6c67,0x6f576d75,0x72476b72,0x7370756f,
-    0x00000000,0x00040005,0x00000019,0x65646e69,0x00000078,0x00050005,0x00000022,0x68737570,
-    0x636f6c42,0x0000006b,0x00060006,0x00000022,0x00000000,0x65726874,0x6e5f6461,0x00006d75,
-    0x00060006,0x00000022,0x00000001,0x6e616863,0x736c656e,0x00000000,0x00050006,0x00000022,
-    0x00000002,0x67696568,0x00007468,0x00050006,0x00000022,0x00000003,0x74646977,0x00000068,
-    0x00060006,0x00000022,0x00000004,0x746c6966,0x6c5f7265,0x00006e65,0x00050006,0x00000022,
-    0x00000005,0x69646172,0x00007375,0x00050006,0x00000022,0x00000006,0x68706c61,0x00000061,
-    0x00050006,0x00000022,0x00000007,0x73616962,0x00000000,0x00070006,0x00000022,0x00000008,
-    0x6167656e,0x65766974,0x7465625f,0x00000061,0x00030005,0x00000024,0x00000070,0x00030005,
-    0x0000002b,0x00000078,0x00030005,0x00000031,0x00000079,0x00030005,0x0000003a,0x00000062,
-    0x00040005,0x00000042,0x7366666f,0x00007465,0x00050005,0x00000055,0x6e616863,0x5f6c656e,
-    0x0066666f,0x00040005,0x0000005b,0x64616568,0x00000000,0x00050005,0x0000005d,0x75636361,
-    0x63735f6d,0x00656c61,0x00040005,0x0000005f,0x5f6e696d,0x006c6176,0x00040005,0x00000078,
-    0x75706e49,0x00003074,0x00060006,0x00000078,0x00000000,0x625f6e69,0x65666675,0x00000072,
-    0x00030005,0x0000007a,0x00000000,0x00050005,0x000000c8,0x6c616373,0x61765f65,0x0000006c,
-    0x00040005,0x000000d4,0x7074754f,0x00007475,0x00060006,0x000000d4,0x00000000,0x5f747364,
-    0x66667562,0x00007265,0x00030005,0x000000d6,0x00000000,0x00030005,0x000000f2,0x00736f70,
-    0x00040047,0x0000000c,0x0000000b,0x0000001c,0x00040047,0x00000013,0x0000000b,0x00000018,
-    0x00050048,0x00000022,0x00000000,0x00000023,0x00000000,0x00050048,0x00000022,0x00000001,
-    0x00000023,0x00000004,0x00050048,0x00000022,0x00000002,0x00000023,0x00000008,0x00050048,
-    0x00000022,0x00000003,0x00000023,0x0000000c,0x00050048,0x00000022,0x00000004,0x00000023,
-    0x00000010,0x00050048,0x00000022,0x00000005,0x00000023,0x00000014,0x00050048,0x00000022,
-    0x00000006,0x00000023,0x00000018,0x00050048,0x00000022,0x00000007,0x00000023,0x0000001c,
-    0x00050048,0x00000022,0x00000008,0x00000023,0x00000020,0x00030047,0x00000022,0x00000002,
-    0x00040047,0x00000077,0x00000006,0x00000004,0x00040048,0x00000078,0x00000000,0x00000018,
-    0x00050048,0x00000078,0x00000000,0x00000023,0x00000000,0x00030047,0x00000078,0x00000003,
-    0x00040047,0x0000007a,0x00000022,0x00000000,0x00040047,0x0000007a,0x00000021,0x00000000,
-    0x00040047,0x000000d3,0x00000006,0x00000004,0x00040048,0x000000d4,0x00000000,0x00000019,
-    0x00050048,0x000000d4,0x00000000,0x00000023,0x00000000,0x00030047,0x000000d4,0x00000003,
-    0x00040047,0x000000d6,0x00000022,0x00000000,0x00040047,0x000000d6,0x00000021,0x00000001,
-    0x00040047,0x00000143,0x0000000b,0x00000019,0x00020013,0x00000002,0x00030021,0x00000003,
-    0x00000002,0x00040015,0x00000006,0x00000020,0x00000001,0x00040020,0x00000007,0x00000007,
-    0x00000006,0x00040015,0x00000009,0x00000020,0x00000000,0x00040017,0x0000000a,0x00000009,
-    0x00000003,0x00040020,0x0000000b,0x00000001,0x0000000a,0x0004003b,0x0000000b,0x0000000c,
-    0x00000001,0x0004002b,0x00000009,0x0000000d,0x00000000,0x00040020,0x0000000e,0x00000001,
-    0x00000009,0x0004003b,0x0000000b,0x00000013,0x00000001,0x0004002b,0x00000009,0x00000016,
-    0x00000100,0x00030016,0x00000021,0x00000020,0x000b001e,0x00000022,0x00000006,0x00000006,
-    0x00000006,0x00000006,0x00000006,0x00000006,0x00000021,0x00000021,0x00000021,0x00040020,
-    0x00000023,0x00000009,0x00000022,0x0004003b,0x00000023,0x00000024,0x00000009,0x0004002b,
-    0x00000006,0x00000025,0x00000000,0x00040020,0x00000026,0x00000009,0x00000006,0x00020014,
-    0x00000029,0x0004002b,0x00000006,0x0000002d,0x00000003,0x0004002b,0x00000006,0x00000036,
-    0x00000002,0x0004002b,0x00000006,0x00000044,0x00000001,0x00040020,0x0000005c,0x00000007,
-    0x00000021,0x0004002b,0x00000021,0x0000005e,0x00000000,0x0004002b,0x00000006,0x00000061,
-    0x00000005,0x0003001d,0x00000077,0x00000021,0x0003001e,0x00000078,0x00000077,0x00040020,
-    0x00000079,0x00000002,0x00000078,0x0004003b,0x00000079,0x0000007a,0x00000002,0x00040020,
-    0x00000080,0x00000002,0x00000021,0x0004002b,0x00000006,0x000000aa,0x00000004,0x0004002b,
-    0x00000006,0x000000c9,0x00000007,0x00040020,0x000000ca,0x00000009,0x00000021,0x0004002b,
-    0x00000006,0x000000ce,0x00000006,0x0003001d,0x000000d3,0x00000021,0x0003001e,0x000000d4,
-    0x000000d3,0x00040020,0x000000d5,0x00000002,0x000000d4,0x0004003b,0x000000d5,0x000000d6,
-    0x00000002,0x0004002b,0x00000006,0x000000ea,0x00000008,0x0004002b,0x00000009,0x00000142,
-    0x00000001,0x0006002c,0x0000000a,0x00000143,0x00000016,0x00000142,0x00000142,0x00050036,
-    0x00000002,0x00000004,0x00000000,0x00000003,0x000200f8,0x00000005,0x0004003b,0x00000007,
-    0x00000008,0x00000007,0x0004003b,0x00000007,0x00000012,0x00000007,0x0004003b,0x00000007,
-    0x00000019,0x00000007,0x0004003b,0x00000007,0x0000002b,0x00000007,0x0004003b,0x00000007,
-    0x00000031,0x00000007,0x0004003b,0x00000007,0x0000003a,0x00000007,0x0004003b,0x00000007,
-    0x00000042,0x00000007,0x0004003b,0x00000007,0x00000055,0x00000007,0x0004003b,0x00000007,
-    0x0000005b,0x00000007,0x0004003b,0x0000005c,0x0000005d,0x00000007,0x0004003b,0x00000007,
-    0x0000005f,0x00000007,0x0004003b,0x00000007,0x00000060,0x00000007,0x0004003b,0x0000005c,
-    0x000000c8,0x00000007,0x0004003b,0x00000007,0x000000f2,0x00000007,0x00050041,0x0000000e,
-    0x0000000f,0x0000000c,0x0000000d,0x0004003d,0x00000009,0x00000010,0x0000000f,0x0004007c,
-    0x00000006,0x00000011,0x00000010,0x0003003e,0x00000008,0x00000011,0x00050041,0x0000000e,
-    0x00000014,0x00000013,0x0000000d,0x0004003d,0x00000009,0x00000015,0x00000014,0x00050084,
-    0x00000009,0x00000017,0x00000015,0x00000016,0x0004007c,0x00000006,0x00000018,0x00000017,
-    0x0003003e,0x00000012,0x00000018,0x0004003d,0x00000006,0x0000001a,0x00000008,0x0003003e,
-    0x00000019,0x0000001a,0x000200f9,0x0000001b,0x000200f8,0x0000001b,0x000400f6,0x0000001d,
-    0x0000001e,0x00000000,0x000200f9,0x0000001f,0x000200f8,0x0000001f,0x0004003d,0x00000006,
-    0x00000020,0x00000019,0x00050041,0x00000026,0x00000027,0x00000024,0x00000025,0x0004003d,
-    0x00000006,0x00000028,0x00000027,0x000500b1,0x00000029,0x0000002a,0x00000020,0x00000028,
-    0x000400fa,0x0000002a,0x0000001c,0x0000001d,0x000200f8,0x0000001c,0x0004003d,0x00000006,
-    0x0000002c,0x00000019,0x00050041,0x00000026,0x0000002e,0x00000024,0x0000002d,0x0004003d,
-    0x00000006,0x0000002f,0x0000002e,0x0005008b,0x00000006,0x00000030,0x0000002c,0x0000002f,
-    0x0003003e,0x0000002b,0x00000030,0x0004003d,0x00000006,0x00000032,0x00000019,0x00050041,
-    0x00000026,0x00000033,0x00000024,0x0000002d,0x0004003d,0x00000006,0x00000034,0x00000033,
-    0x00050087,0x00000006,0x00000035,0x00000032,0x00000034,0x00050041,0x00000026,0x00000037,
-    0x00000024,0x00000036,0x0004003d,0x00000006,0x00000038,0x00000037,0x0005008b,0x00000006,
-    0x00000039,0x00000035,0x00000038,0x0003003e,0x00000031,0x00000039,0x0004003d,0x00000006,
-    0x0000003b,0x00000019,0x00050041,0x00000026,0x0000003c,0x00000024,0x0000002d,0x0004003d,
-    0x00000006,0x0000003d,0x0000003c,0x00050041,0x00000026,0x0000003e,0x00000024,0x00000036,
-    0x0004003d,0x00000006,0x0000003f,0x0000003e,0x00050084,0x00000006,0x00000040,0x0000003d,
-    0x0000003f,0x00050087,0x00000006,0x00000041,0x0000003b,0x00000040,0x0003003e,0x0000003a,
-    0x00000041,0x0004003d,0x00000006,0x00000043,0x0000003a,0x00050041,0x00000026,0x00000045,
-    0x00000024,0x00000044,0x0004003d,0x00000006,0x00000046,0x00000045,0x00050084,0x00000006,
-    0x00000047,0x00000043,0x00000046,0x00050041,0x00000026,0x00000048,0x00000024,0x00000036,
-    0x0004003d,0x00000006,0x00000049,0x00000048,0x00050084,0x00000006,0x0000004a,0x00000047,
-    0x00000049,0x00050041,0x00000026,0x0000004b,0x00000024,0x0000002d,0x0004003d,0x00000006,
-    0x0000004c,0x0000004b,0x00050084,0x00000006,0x0000004d,0x0000004a,0x0000004c,0x0004003d,
-    0x00000006,0x0000004e,0x00000031,0x00050041,0x00000026,0x0000004f,0x00000024,0x0000002d,
-    0x0004003d,0x00000006,0x00000050,0x0000004f,0x00050084,0x00000006,0x00000051,0x0000004e,
-    0x00000050,0x00050080,0x00000006,0x00000052,0x0000004d,0x00000051,0x0004003d,0x00000006,
-    0x00000053,0x0000002b,0x00050080,0x00000006,0x00000054,0x00000052,0x00000053,0x0003003e,
-    0x00000042,0x00000054,0x00050041,0x00000026,0x00000056,0x00000024,0x00000036,0x0004003d,
-    0x00000006,0x00000057,0x00000056,0x00050041,0x00000026,0x00000058,0x00000024,0x0000002d,
-    0x0004003d,0x00000006,0x00000059,0x00000058,0x00050084,0x00000006,0x0000005a,0x00000057,
-    0x00000059,0x0003003e,0x00000055,0x0000005a,0x0003003e,0x0000005b,0x00000025,0x0003003e,
-    0x0000005d,0x0000005e,0x00050041,0x00000026,0x00000062,0x00000024,0x00000061,0x0004003d,
-    0x00000006,0x00000063,0x00000062,0x00050041,0x00000026,0x00000064,0x00000024,0x00000044,
-    0x0004003d,0x00000006,0x00000065,0x00000064,0x000500b1,0x00000029,0x00000066,0x00000063,
-    0x00000065,0x000300f7,0x00000068,0x00000000,0x000400fa,0x00000066,0x00000067,0x0000006b,
-    0x000200f8,0x00000067,0x00050041,0x00000026,0x00000069,0x00000024,0x00000061,0x0004003d,
-    0x00000006,0x0000006a,0x00000069,0x0003003e,0x00000060,0x0000006a,0x000200f9,0x00000068,
-    0x000200f8,0x0000006b,0x00050041,0x00000026,0x0000006c,0x00000024,0x00000044,0x0004003d,
-    0x00000006,0x0000006d,0x0000006c,0x0003003e,0x00000060,0x0000006d,0x000200f9,0x00000068,
-    0x000200f8,0x00000068,0x0004003d,0x00000006,0x0000006e,0x00000060,0x0003003e,0x0000005f,
-    0x0000006e,0x000200f9,0x0000006f,0x000200f8,0x0000006f,0x000400f6,0x00000071,0x00000072,
-    0x00000000,0x000200f9,0x00000073,0x000200f8,0x00000073,0x0004003d,0x00000006,0x00000074,
-    0x0000005b,0x0004003d,0x00000006,0x00000075,0x0000005f,0x000500b1,0x00000029,0x00000076,
-    0x00000074,0x00000075,0x000400fa,0x00000076,0x00000070,0x00000071,0x000200f8,0x00000070,
-    0x0004003d,0x00000006,0x0000007b,0x00000042,0x0004003d,0x00000006,0x0000007c,0x0000005b,
-    0x0004003d,0x00000006,0x0000007d,0x00000055,0x00050084,0x00000006,0x0000007e,0x0000007c,
-    0x0000007d,0x00050080,0x00000006,0x0000007f,0x0000007b,0x0000007e,0x00060041,0x00000080,
-    0x00000081,0x0000007a,0x00000025,0x0000007f,0x0004003d,0x00000021,0x00000082,0x00000081,
-    0x0004003d,0x00000006,0x00000083,0x00000042,0x0004003d,0x00000006,0x00000084,0x0000005b,
-    0x0004003d,0x00000006,0x00000085,0x00000055,0x00050084,0x00000006,0x00000086,0x00000084,
-    0x00000085,0x00050080,0x00000006,0x00000087,0x00000083,0x00000086,0x00060041,0x00000080,
-    0x00000088,0x0000007a,0x00000025,0x00000087,0x0004003d,0x00000021,0x00000089,0x00000088,
-    0x00050085,0x00000021,0x0000008a,0x00000082,0x00000089,0x0004003d,0x00000021,0x0000008b,
-    0x0000005d,0x00050081,0x00000021,0x0000008c,0x0000008b,0x0000008a,0x0003003e,0x0000005d,
-    0x0000008c,0x0004003d,0x00000006,0x0000008d,0x0000005b,0x00050080,0x00000006,0x0000008e,
-    0x0000008d,0x00000044,0x0003003e,0x0000005b,0x0000008e,0x000200f9,0x00000072,0x000200f8,
-    0x00000072,0x000200f9,0x0000006f,0x000200f8,0x00000071,0x000200f9,0x0000008f,0x000200f8,
-    0x0000008f,0x000400f6,0x00000091,0x00000092,0x00000000,0x000200f9,0x00000093,0x000200f8,
-    0x00000093,0x0004003d,0x00000006,0x00000094,0x0000005b,0x00050041,0x00000026,0x00000095,
-    0x00000024,0x00000044,0x0004003d,0x00000006,0x00000096,0x00000095,0x000500b1,0x00000029,
-    0x00000097,0x00000094,0x00000096,0x000400fa,0x00000097,0x00000090,0x00000091,0x000200f8,
-    0x00000090,0x0004003d,0x00000006,0x00000098,0x00000042,0x0004003d,0x00000006,0x00000099,
-    0x0000005b,0x0004003d,0x00000006,0x0000009a,0x00000055,0x00050084,0x00000006,0x0000009b,
-    0x00000099,0x0000009a,0x00050080,0x00000006,0x0000009c,0x00000098,0x0000009b,0x00060041,
-    0x00000080,0x0000009d,0x0000007a,0x00000025,0x0000009c,0x0004003d,0x00000021,0x0000009e,
-    0x0000009d,0x0004003d,0x00000006,0x0000009f,0x00000042,0x0004003d,0x00000006,0x000000a0,
-    0x0000005b,0x0004003d,0x00000006,0x000000a1,0x00000055,0x00050084,0x00000006,0x000000a2,
-    0x000000a0,0x000000a1,0x00050080,0x00000006,0x000000a3,0x0000009f,0x000000a2,0x00060041,
-    0x00000080,0x000000a4,0x0000007a,0x00000025,0x000000a3,0x0004003d,0x00000021,0x000000a5,
-    0x000000a4,0x00050085,0x00000021,0x000000a6,0x0000009e,0x000000a5,0x0004003d,0x00000021,
-    0x000000a7,0x0000005d,0x00050081,0x00000021,0x000000a8,0x000000a7,0x000000a6,0x0003003e,
-    0x0000005d,0x000000a8,0x0004003d,0x00000006,0x000000a9,0x0000005b,0x00050041,0x00000026,
-    0x000000ab,0x00000024,0x000000aa,0x0004003d,0x00000006,0x000000ac,0x000000ab,0x00050082,
-    0x00000006,0x000000ad,0x000000a9,0x000000ac,0x000500af,0x00000029,0x000000ae,0x000000ad,
-    0x00000025,0x000300f7,0x000000b0,0x00000000,0x000400fa,0x000000ae,0x000000af,0x000000b0,
-    0x000200f8,0x000000af,0x0004003d,0x00000006,0x000000b1,0x00000042,0x0004003d,0x00000006,
-    0x000000b2,0x0000005b,0x00050041,0x00000026,0x000000b3,0x00000024,0x000000aa,0x0004003d,
-    0x00000006,0x000000b4,0x000000b3,0x00050082,0x00000006,0x000000b5,0x000000b2,0x000000b4,
-    0x0004003d,0x00000006,0x000000b6,0x00000055,0x00050084,0x00000006,0x000000b7,0x000000b5,
-    0x000000b6,0x00050080,0x00000006,0x000000b8,0x000000b1,0x000000b7,0x00060041,0x00000080,
-    0x000000b9,0x0000007a,0x00000025,0x000000b8,0x0004003d,0x00000021,0x000000ba,0x000000b9,
-    0x0004003d,0x00000006,0x000000bb,0x00000042,0x0004003d,0x00000006,0x000000bc,0x0000005b,
-    0x00050041,0x00000026,0x000000bd,0x00000024,0x000000aa,0x0004003d,0x00000006,0x000000be,
-    0x000000bd,0x00050082,0x00000006,0x000000bf,0x000000bc,0x000000be,0x0004003d,0x00000006,
-    0x000000c0,0x00000055,0x00050084,0x00000006,0x000000c1,0x000000bf,0x000000c0,0x00050080,
-    0x00000006,0x000000c2,0x000000bb,0x000000c1,0x00060041,0x00000080,0x000000c3,0x0000007a,
-    0x00000025,0x000000c2,0x0004003d,0x00000021,0x000000c4,0x000000c3,0x00050085,0x00000021,
-    0x000000c5,0x000000ba,0x000000c4,0x0004003d,0x00000021,0x000000c6,0x0000005d,0x00050083,
-    0x00000021,0x000000c7,0x000000c6,0x000000c5,0x0003003e,0x0000005d,0x000000c7,0x000200f9,
-    0x000000b0,0x000200f8,0x000000b0,0x00050041,0x000000ca,0x000000cb,0x00000024,0x000000c9,
-    0x0004003d,0x00000021,0x000000cc,0x000000cb,0x0004003d,0x00000021,0x000000cd,0x0000005d,
-    0x00050041,0x000000ca,0x000000cf,0x00000024,0x000000ce,0x0004003d,0x00000021,0x000000d0,
-    0x000000cf,0x00050085,0x00000021,0x000000d1,0x000000cd,0x000000d0,0x00050081,0x00000021,
-    0x000000d2,0x000000cc,0x000000d1,0x0003003e,0x000000c8,0x000000d2,0x0004003d,0x00000006,
-    0x000000d7,0x00000042,0x0004003d,0x00000006,0x000000d8,0x0000005b,0x00050041,0x00000026,
-    0x000000d9,0x00000024,0x00000061,0x0004003d,0x00000006,0x000000da,0x000000d9,0x00050082,
-    0x00000006,0x000000db,0x000000d8,0x000000da,0x0004003d,0x00000006,0x000000dc,0x00000055,
-    0x00050084,0x00000006,0x000000dd,0x000000db,0x000000dc,0x00050080,0x00000006,0x000000de,
-    0x000000d7,0x000000dd,0x0004003d,0x00000006,0x000000df,0x00000042,0x0004003d,0x00000006,
-    0x000000e0,0x0000005b,0x00050041,0x00000026,0x000000e1,0x00000024,0x00000061,0x0004003d,
-    0x00000006,0x000000e2,0x000000e1,0x00050082,0x00000006,0x000000e3,0x000000e0,0x000000e2,
-    0x0004003d,0x00000006,0x000000e4,0x00000055,0x00050084,0x00000006,0x000000e5,0x000000e3,
-    0x000000e4,0x00050080,0x00000006,0x000000e6,0x000000df,0x000000e5,0x00060041,0x00000080,
-    0x000000e7,0x0000007a,0x00000025,0x000000e6,0x0004003d,0x00000021,0x000000e8,0x000000e7,
-    0x0004003d,0x00000021,0x000000e9,0x000000c8,0x00050041,0x000000ca,0x000000eb,0x00000024,
-    0x000000ea,0x0004003d,0x00000021,0x000000ec,0x000000eb,0x0007000c,0x00000021,0x000000ed,
-    0x00000001,0x0000001a,0x000000e9,0x000000ec,0x00050085,0x00000021,0x000000ee,0x000000e8,
-    0x000000ed,0x00060041,0x00000080,0x000000ef,0x000000d6,0x00000025,0x000000de,0x0003003e,
-    0x000000ef,0x000000ee,0x0004003d,0x00000006,0x000000f0,0x0000005b,0x00050080,0x00000006,
-    0x000000f1,0x000000f0,0x00000044,0x0003003e,0x0000005b,0x000000f1,0x000200f9,0x00000092,
-    0x000200f8,0x00000092,0x000200f9,0x0000008f,0x000200f8,0x00000091,0x0004003d,0x00000006,
-    0x000000f3,0x0000005b,0x0004003d,0x00000006,0x000000f4,0x0000005f,0x00050082,0x00000006,
-    0x000000f5,0x000000f3,0x000000f4,0x0003003e,0x000000f2,0x000000f5,0x000200f9,0x000000f6,
-    0x000200f8,0x000000f6,0x000400f6,0x000000f8,0x000000f9,0x00000000,0x000200f9,0x000000fa,
-    0x000200f8,0x000000fa,0x0004003d,0x00000006,0x000000fb,0x000000f2,0x000500af,0x00000029,
-    0x000000fc,0x000000fb,0x00000025,0x000300f7,0x000000fe,0x00000000,0x000400fa,0x000000fc,
-    0x000000fd,0x000000fe,0x000200f8,0x000000fd,0x0004003d,0x00000006,0x000000ff,0x000000f2,
-    0x00050041,0x00000026,0x00000100,0x00000024,0x00000044,0x0004003d,0x00000006,0x00000101,
-    0x00000100,0x000500b1,0x00000029,0x00000102,0x000000ff,0x00000101,0x000200f9,0x000000fe,
-    0x000200f8,0x000000fe,0x000700f5,0x00000029,0x00000103,0x000000fc,0x000000fa,0x00000102,
-    0x000000fd,0x000400fa,0x00000103,0x000000f7,0x000000f8,0x000200f8,0x000000f7,0x0004003d,
-    0x00000006,0x00000104,0x0000005b,0x00050041,0x00000026,0x00000105,0x00000024,0x000000aa,
-    0x0004003d,0x00000006,0x00000106,0x00000105,0x00050082,0x00000006,0x00000107,0x00000104,
-    0x00000106,0x000500af,0x00000029,0x00000108,0x00000107,0x00000025,0x000300f7,0x0000010a,
-    0x00000000,0x000400fa,0x00000108,0x00000109,0x0000010a,0x000200f8,0x00000109,0x0004003d,
-    0x00000006,0x0000010b,0x00000042,0x0004003d,0x00000006,0x0000010c,0x0000005b,0x00050041,
-    0x00000026,0x0000010d,0x00000024,0x000000aa,0x0004003d,0x00000006,0x0000010e,0x0000010d,
-    0x00050082,0x00000006,0x0000010f,0x0000010c,0x0000010e,0x0004003d,0x00000006,0x00000110,
-    0x00000055,0x00050084,0x00000006,0x00000111,0x0000010f,0x00000110,0x00050080,0x00000006,
-    0x00000112,0x0000010b,0x00000111,0x00060041,0x00000080,0x00000113,0x0000007a,0x00000025,
-    0x00000112,0x0004003d,0x00000021,0x00000114,0x00000113,0x0004003d,0x00000006,0x00000115,
-    0x00000042,0x0004003d,0x00000006,0x00000116,0x0000005b,0x00050041,0x00000026,0x00000117,
-    0x00000024,0x000000aa,0x0004003d,0x00000006,0x00000118,0x00000117,0x00050082,0x00000006,
-    0x00000119,0x00000116,0x00000118,0x0004003d,0x00000006,0x0000011a,0x00000055,0x00050084,
-    0x00000006,0x0000011b,0x00000119,0x0000011a,0x00050080,0x00000006,0x0000011c,0x00000115,
-    0x0000011b,0x00060041,0x00000080,0x0000011d,0x0000007a,0x00000025,0x0000011c,0x0004003d,
-    0x00000021,0x0000011e,0x0000011d,0x00050085,0x00000021,0x0000011f,0x00000114,0x0000011e,
-    0x0004003d,0x00000021,0x00000120,0x0000005d,0x00050083,0x00000021,0x00000121,0x00000120,
-    0x0000011f,0x0003003e,0x0000005d,0x00000121,0x000200f9,0x0000010a,0x000200f8,0x0000010a,
-    0x00050041,0x000000ca,0x00000122,0x00000024,0x000000c9,0x0004003d,0x00000021,0x00000123,
-    0x00000122,0x0004003d,0x00000021,0x00000124,0x0000005d,0x00050041,0x000000ca,0x00000125,
-    0x00000024,0x000000ce,0x0004003d,0x00000021,0x00000126,0x00000125,0x00050085,0x00000021,
-    0x00000127,0x00000124,0x00000126,0x00050081,0x00000021,0x00000128,0x00000123,0x00000127,
-    0x0003003e,0x000000c8,0x00000128,0x0004003d,0x00000006,0x00000129,0x00000042,0x0004003d,
-    0x00000006,0x0000012a,0x000000f2,0x0004003d,0x00000006,0x0000012b,0x00000055,0x00050084,
-    0x00000006,0x0000012c,0x0000012a,0x0000012b,0x00050080,0x00000006,0x0000012d,0x00000129,
-    0x0000012c,0x0004003d,0x00000006,0x0000012e,0x00000042,0x0004003d,0x00000006,0x0000012f,
-    0x000000f2,0x0004003d,0x00000006,0x00000130,0x00000055,0x00050084,0x00000006,0x00000131,
-    0x0000012f,0x00000130,0x00050080,0x00000006,0x00000132,0x0000012e,0x00000131,0x00060041,
-    0x00000080,0x00000133,0x0000007a,0x00000025,0x00000132,0x0004003d,0x00000021,0x00000134,
-    0x00000133,0x0004003d,0x00000021,0x00000135,0x000000c8,0x00050041,0x000000ca,0x00000136,
-    0x00000024,0x000000ea,0x0004003d,0x00000021,0x00000137,0x00000136,0x0007000c,0x00000021,
-    0x00000138,0x00000001,0x0000001a,0x00000135,0x00000137,0x00050085,0x00000021,0x00000139,
-    0x00000134,0x00000138,0x00060041,0x00000080,0x0000013a,0x000000d6,0x00000025,0x0000012d,
-    0x0003003e,0x0000013a,0x00000139,0x0004003d,0x00000006,0x0000013b,0x0000005b,0x00050080,
-    0x00000006,0x0000013c,0x0000013b,0x00000044,0x0003003e,0x0000005b,0x0000013c,0x0004003d,
-    0x00000006,0x0000013d,0x000000f2,0x00050080,0x00000006,0x0000013e,0x0000013d,0x00000044,
-    0x0003003e,0x000000f2,0x0000013e,0x000200f9,0x000000f9,0x000200f8,0x000000f9,0x000200f9,
-    0x000000f6,0x000200f8,0x000000f8,0x000200f9,0x0000001e,0x000200f8,0x0000001e,0x0004003d,
-    0x00000006,0x0000013f,0x00000012,0x0004003d,0x00000006,0x00000140,0x00000019,0x00050080,
-    0x00000006,0x00000141,0x00000140,0x0000013f,0x0003003e,0x00000019,0x00000141,0x000200f9,
-    0x0000001b,0x000200f8,0x0000001d,0x000100fd,0x00010038
-};
-
-}}} // namespace cv::dnn::vkcom

modules/dnn/src/vkcom/shader/max_pool.comp

@@ -1,64 +0,0 @@
-#version 450
-#define LOCAL_SZ_X 256
-layout(push_constant) uniform pushBlock {
-      int channels;
-      int in_h;
-      int in_w;
-      int out_h;
-      int out_w;
-      int padding_h;
-      int padding_w;
-      int filter_h;
-      int filter_w;
-      int stride_h;
-      int stride_w;
-      int total;
-      int need_mask;
-} p;
-
-layout(binding = 0) readonly buffer Input0{
-    float in_buffer[];
-};
-
-layout(binding = 1) writeonly buffer Output{
-    float out_buffer[];
-};
-
-layout(binding = 2) writeonly buffer Mask{
-    float mask_buffer[];
-};
-
-layout(local_size_x = LOCAL_SZ_X, local_size_y = 1, local_size_z = 1) in;
-
-void main()
-{
-  int global_size = int(gl_WorkGroupSize.x * gl_NumWorkGroups.x);
-  int gid = int(gl_GlobalInvocationID.x);
-  for (int index = gid; index < p.total; index += global_size)
-  {
-    const int pw = index % p.out_w;
-    const int ph = (index / p.out_w) % p.out_h;
-    const int c = (index / p.out_w / p.out_h) % p.channels;
-    const int n = index / p.out_w / p.out_h / p.channels;
-    int hstart = ph * p.stride_h - p.padding_h;
-    int wstart = pw * p.stride_w - p.padding_w;
-    const int hend = min(hstart + p.filter_h, p.in_h);
-    const int wend = min(wstart + p.filter_w, p.in_w);
-    hstart = max(hstart, 0);
-    wstart = max(wstart, 0);
-    float maxval = -1./0.;
-    int maxidx = -1;
-    int off = (n * p.channels + c) * p.in_h * p.in_w;
-    for (int h = hstart; h < hend; ++h) {
-      for (int w = wstart; w < wend; ++w) {
-        if (in_buffer[off + h * p.in_w + w] > maxval) {
-          maxidx = h * p.in_w + w;
-          maxval = in_buffer[off + maxidx];
-        }
-      }
-    }
-    out_buffer[index] = maxval;
-    if (p.need_mask == 1)
-        mask_buffer[index] = maxidx;
-  }
-}

modules/dnn/src/vkcom/shader/max_pool_spv.cpp

@@ -1,197 +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) 2018, Intel Corporation, all rights reserved.
-// Third party copyrights are property of their respective owners.
-
-#include "../../precomp.hpp"
-
-namespace cv { namespace dnn { namespace vkcom {
-
-extern const unsigned int max_pool_spv[1449] = {
-    0x07230203,0x00010000,0x00080001,0x000000df,0x00000000,0x00020011,0x00000001,0x0006000b,
-    0x00000001,0x4c534c47,0x6474732e,0x3035342e,0x00000000,0x0003000e,0x00000000,0x00000001,
-    0x0007000f,0x00000005,0x00000004,0x6e69616d,0x00000000,0x0000000d,0x00000015,0x00060010,
-    0x00000004,0x00000011,0x00000100,0x00000001,0x00000001,0x00030003,0x00000002,0x000001c2,
-    0x00040005,0x00000004,0x6e69616d,0x00000000,0x00050005,0x00000008,0x626f6c67,0x735f6c61,
-    0x00657a69,0x00070005,0x0000000d,0x4e5f6c67,0x6f576d75,0x72476b72,0x7370756f,0x00000000,
-    0x00030005,0x00000014,0x00646967,0x00080005,0x00000015,0x475f6c67,0x61626f6c,0x766e496c,
-    0x7461636f,0x496e6f69,0x00000044,0x00040005,0x00000019,0x65646e69,0x00000078,0x00050005,
-    0x00000021,0x68737570,0x636f6c42,0x0000006b,0x00060006,0x00000021,0x00000000,0x6e616863,
-    0x736c656e,0x00000000,0x00050006,0x00000021,0x00000001,0x685f6e69,0x00000000,0x00050006,
-    0x00000021,0x00000002,0x775f6e69,0x00000000,0x00050006,0x00000021,0x00000003,0x5f74756f,
-    0x00000068,0x00050006,0x00000021,0x00000004,0x5f74756f,0x00000077,0x00060006,0x00000021,
-    0x00000005,0x64646170,0x5f676e69,0x00000068,0x00060006,0x00000021,0x00000006,0x64646170,
-    0x5f676e69,0x00000077,0x00060006,0x00000021,0x00000007,0x746c6966,0x685f7265,0x00000000,
-    0x00060006,0x00000021,0x00000008,0x746c6966,0x775f7265,0x00000000,0x00060006,0x00000021,
-    0x00000009,0x69727473,0x685f6564,0x00000000,0x00060006,0x00000021,0x0000000a,0x69727473,
-    0x775f6564,0x00000000,0x00050006,0x00000021,0x0000000b,0x61746f74,0x0000006c,0x00060006,
-    0x00000021,0x0000000c,0x6465656e,0x73616d5f,0x0000006b,0x00030005,0x00000023,0x00000070,
-    0x00030005,0x0000002a,0x00007770,0x00030005,0x00000030,0x00006870,0x00030005,0x00000039,
-    0x00000063,0x00030005,0x00000045,0x0000006e,0x00040005,0x00000050,0x61747368,0x00007472,
-    0x00040005,0x0000005a,0x61747377,0x00007472,0x00040005,0x00000064,0x646e6568,0x00000000,
-    0x00040005,0x0000006e,0x646e6577,0x00000000,0x00040005,0x0000007e,0x7678616d,0x00006c61,
-    0x00040005,0x00000080,0x6978616d,0x00007864,0x00030005,0x00000082,0x0066666f,0x00030005,
-    0x0000008f,0x00000068,0x00030005,0x00000099,0x00000077,0x00040005,0x000000a4,0x75706e49,
-    0x00003074,0x00060006,0x000000a4,0x00000000,0x625f6e69,0x65666675,0x00000072,0x00030005,
-    0x000000a6,0x00000000,0x00040005,0x000000c6,0x7074754f,0x00007475,0x00060006,0x000000c6,
-    0x00000000,0x5f74756f,0x66667562,0x00007265,0x00030005,0x000000c8,0x00000000,0x00040005,
-    0x000000d3,0x6b73614d,0x00000000,0x00060006,0x000000d3,0x00000000,0x6b73616d,0x6675625f,
-    0x00726566,0x00030005,0x000000d5,0x00000000,0x00040047,0x0000000d,0x0000000b,0x00000018,
-    0x00040047,0x00000015,0x0000000b,0x0000001c,0x00050048,0x00000021,0x00000000,0x00000023,
-    0x00000000,0x00050048,0x00000021,0x00000001,0x00000023,0x00000004,0x00050048,0x00000021,
-    0x00000002,0x00000023,0x00000008,0x00050048,0x00000021,0x00000003,0x00000023,0x0000000c,
-    0x00050048,0x00000021,0x00000004,0x00000023,0x00000010,0x00050048,0x00000021,0x00000005,
-    0x00000023,0x00000014,0x00050048,0x00000021,0x00000006,0x00000023,0x00000018,0x00050048,
-    0x00000021,0x00000007,0x00000023,0x0000001c,0x00050048,0x00000021,0x00000008,0x00000023,
-    0x00000020,0x00050048,0x00000021,0x00000009,0x00000023,0x00000024,0x00050048,0x00000021,
-    0x0000000a,0x00000023,0x00000028,0x00050048,0x00000021,0x0000000b,0x00000023,0x0000002c,
-    0x00050048,0x00000021,0x0000000c,0x00000023,0x00000030,0x00030047,0x00000021,0x00000002,
-    0x00040047,0x000000a3,0x00000006,0x00000004,0x00040048,0x000000a4,0x00000000,0x00000018,
-    0x00050048,0x000000a4,0x00000000,0x00000023,0x00000000,0x00030047,0x000000a4,0x00000003,
-    0x00040047,0x000000a6,0x00000022,0x00000000,0x00040047,0x000000a6,0x00000021,0x00000000,
-    0x00040047,0x000000c5,0x00000006,0x00000004,0x00040048,0x000000c6,0x00000000,0x00000019,
-    0x00050048,0x000000c6,0x00000000,0x00000023,0x00000000,0x00030047,0x000000c6,0x00000003,
-    0x00040047,0x000000c8,0x00000022,0x00000000,0x00040047,0x000000c8,0x00000021,0x00000001,
-    0x00040047,0x000000d2,0x00000006,0x00000004,0x00040048,0x000000d3,0x00000000,0x00000019,
-    0x00050048,0x000000d3,0x00000000,0x00000023,0x00000000,0x00030047,0x000000d3,0x00000003,
-    0x00040047,0x000000d5,0x00000022,0x00000000,0x00040047,0x000000d5,0x00000021,0x00000002,
-    0x00040047,0x000000de,0x0000000b,0x00000019,0x00020013,0x00000002,0x00030021,0x00000003,
-    0x00000002,0x00040015,0x00000006,0x00000020,0x00000001,0x00040020,0x00000007,0x00000007,
-    0x00000006,0x00040015,0x00000009,0x00000020,0x00000000,0x0004002b,0x00000009,0x0000000a,
-    0x00000100,0x00040017,0x0000000b,0x00000009,0x00000003,0x00040020,0x0000000c,0x00000001,
-    0x0000000b,0x0004003b,0x0000000c,0x0000000d,0x00000001,0x0004002b,0x00000009,0x0000000e,
-    0x00000000,0x00040020,0x0000000f,0x00000001,0x00000009,0x0004003b,0x0000000c,0x00000015,
-    0x00000001,0x000f001e,0x00000021,0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,
-    0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,
-    0x00040020,0x00000022,0x00000009,0x00000021,0x0004003b,0x00000022,0x00000023,0x00000009,
-    0x0004002b,0x00000006,0x00000024,0x0000000b,0x00040020,0x00000025,0x00000009,0x00000006,
-    0x00020014,0x00000028,0x0004002b,0x00000006,0x0000002c,0x00000004,0x0004002b,0x00000006,
-    0x00000035,0x00000003,0x0004002b,0x00000006,0x00000041,0x00000000,0x0004002b,0x00000006,
-    0x00000052,0x00000009,0x0004002b,0x00000006,0x00000056,0x00000005,0x0004002b,0x00000006,
-    0x0000005c,0x0000000a,0x0004002b,0x00000006,0x00000060,0x00000006,0x0004002b,0x00000006,
-    0x00000066,0x00000007,0x0004002b,0x00000006,0x0000006a,0x00000001,0x0004002b,0x00000006,
-    0x00000070,0x00000008,0x0004002b,0x00000006,0x00000074,0x00000002,0x00030016,0x0000007c,
-    0x00000020,0x00040020,0x0000007d,0x00000007,0x0000007c,0x0004002b,0x0000007c,0x0000007f,
-    0xff800000,0x0004002b,0x00000006,0x00000081,0xffffffff,0x0003001d,0x000000a3,0x0000007c,
-    0x0003001e,0x000000a4,0x000000a3,0x00040020,0x000000a5,0x00000002,0x000000a4,0x0004003b,
-    0x000000a5,0x000000a6,0x00000002,0x00040020,0x000000af,0x00000002,0x0000007c,0x0003001d,
-    0x000000c5,0x0000007c,0x0003001e,0x000000c6,0x000000c5,0x00040020,0x000000c7,0x00000002,
-    0x000000c6,0x0004003b,0x000000c7,0x000000c8,0x00000002,0x0004002b,0x00000006,0x000000cc,
-    0x0000000c,0x0003001d,0x000000d2,0x0000007c,0x0003001e,0x000000d3,0x000000d2,0x00040020,
-    0x000000d4,0x00000002,0x000000d3,0x0004003b,0x000000d4,0x000000d5,0x00000002,0x0004002b,
-    0x00000009,0x000000dd,0x00000001,0x0006002c,0x0000000b,0x000000de,0x0000000a,0x000000dd,
-    0x000000dd,0x00050036,0x00000002,0x00000004,0x00000000,0x00000003,0x000200f8,0x00000005,
-    0x0004003b,0x00000007,0x00000008,0x00000007,0x0004003b,0x00000007,0x00000014,0x00000007,
-    0x0004003b,0x00000007,0x00000019,0x00000007,0x0004003b,0x00000007,0x0000002a,0x00000007,
-    0x0004003b,0x00000007,0x00000030,0x00000007,0x0004003b,0x00000007,0x00000039,0x00000007,
-    0x0004003b,0x00000007,0x00000045,0x00000007,0x0004003b,0x00000007,0x00000050,0x00000007,
-    0x0004003b,0x00000007,0x0000005a,0x00000007,0x0004003b,0x00000007,0x00000064,0x00000007,
-    0x0004003b,0x00000007,0x0000006e,0x00000007,0x0004003b,0x0000007d,0x0000007e,0x00000007,
-    0x0004003b,0x00000007,0x00000080,0x00000007,0x0004003b,0x00000007,0x00000082,0x00000007,
-    0x0004003b,0x00000007,0x0000008f,0x00000007,0x0004003b,0x00000007,0x00000099,0x00000007,
-    0x00050041,0x0000000f,0x00000010,0x0000000d,0x0000000e,0x0004003d,0x00000009,0x00000011,
-    0x00000010,0x00050084,0x00000009,0x00000012,0x0000000a,0x00000011,0x0004007c,0x00000006,
-    0x00000013,0x00000012,0x0003003e,0x00000008,0x00000013,0x00050041,0x0000000f,0x00000016,
-    0x00000015,0x0000000e,0x0004003d,0x00000009,0x00000017,0x00000016,0x0004007c,0x00000006,
-    0x00000018,0x00000017,0x0003003e,0x00000014,0x00000018,0x0004003d,0x00000006,0x0000001a,
-    0x00000014,0x0003003e,0x00000019,0x0000001a,0x000200f9,0x0000001b,0x000200f8,0x0000001b,
-    0x000400f6,0x0000001d,0x0000001e,0x00000000,0x000200f9,0x0000001f,0x000200f8,0x0000001f,
-    0x0004003d,0x00000006,0x00000020,0x00000019,0x00050041,0x00000025,0x00000026,0x00000023,
-    0x00000024,0x0004003d,0x00000006,0x00000027,0x00000026,0x000500b1,0x00000028,0x00000029,
-    0x00000020,0x00000027,0x000400fa,0x00000029,0x0000001c,0x0000001d,0x000200f8,0x0000001c,
-    0x0004003d,0x00000006,0x0000002b,0x00000019,0x00050041,0x00000025,0x0000002d,0x00000023,
-    0x0000002c,0x0004003d,0x00000006,0x0000002e,0x0000002d,0x0005008b,0x00000006,0x0000002f,
-    0x0000002b,0x0000002e,0x0003003e,0x0000002a,0x0000002f,0x0004003d,0x00000006,0x00000031,
-    0x00000019,0x00050041,0x00000025,0x00000032,0x00000023,0x0000002c,0x0004003d,0x00000006,
-    0x00000033,0x00000032,0x00050087,0x00000006,0x00000034,0x00000031,0x00000033,0x00050041,
-    0x00000025,0x00000036,0x00000023,0x00000035,0x0004003d,0x00000006,0x00000037,0x00000036,
-    0x0005008b,0x00000006,0x00000038,0x00000034,0x00000037,0x0003003e,0x00000030,0x00000038,
-    0x0004003d,0x00000006,0x0000003a,0x00000019,0x00050041,0x00000025,0x0000003b,0x00000023,
-    0x0000002c,0x0004003d,0x00000006,0x0000003c,0x0000003b,0x00050087,0x00000006,0x0000003d,
-    0x0000003a,0x0000003c,0x00050041,0x00000025,0x0000003e,0x00000023,0x00000035,0x0004003d,
-    0x00000006,0x0000003f,0x0000003e,0x00050087,0x00000006,0x00000040,0x0000003d,0x0000003f,
-    0x00050041,0x00000025,0x00000042,0x00000023,0x00000041,0x0004003d,0x00000006,0x00000043,
-    0x00000042,0x0005008b,0x00000006,0x00000044,0x00000040,0x00000043,0x0003003e,0x00000039,
-    0x00000044,0x0004003d,0x00000006,0x00000046,0x00000019,0x00050041,0x00000025,0x00000047,
-    0x00000023,0x0000002c,0x0004003d,0x00000006,0x00000048,0x00000047,0x00050087,0x00000006,
-    0x00000049,0x00000046,0x00000048,0x00050041,0x00000025,0x0000004a,0x00000023,0x00000035,
-    0x0004003d,0x00000006,0x0000004b,0x0000004a,0x00050087,0x00000006,0x0000004c,0x00000049,
-    0x0000004b,0x00050041,0x00000025,0x0000004d,0x00000023,0x00000041,0x0004003d,0x00000006,
-    0x0000004e,0x0000004d,0x00050087,0x00000006,0x0000004f,0x0000004c,0x0000004e,0x0003003e,
-    0x00000045,0x0000004f,0x0004003d,0x00000006,0x00000051,0x00000030,0x00050041,0x00000025,
-    0x00000053,0x00000023,0x00000052,0x0004003d,0x00000006,0x00000054,0x00000053,0x00050084,
-    0x00000006,0x00000055,0x00000051,0x00000054,0x00050041,0x00000025,0x00000057,0x00000023,
-    0x00000056,0x0004003d,0x00000006,0x00000058,0x00000057,0x00050082,0x00000006,0x00000059,
-    0x00000055,0x00000058,0x0003003e,0x00000050,0x00000059,0x0004003d,0x00000006,0x0000005b,
-    0x0000002a,0x00050041,0x00000025,0x0000005d,0x00000023,0x0000005c,0x0004003d,0x00000006,
-    0x0000005e,0x0000005d,0x00050084,0x00000006,0x0000005f,0x0000005b,0x0000005e,0x00050041,
-    0x00000025,0x00000061,0x00000023,0x00000060,0x0004003d,0x00000006,0x00000062,0x00000061,
-    0x00050082,0x00000006,0x00000063,0x0000005f,0x00000062,0x0003003e,0x0000005a,0x00000063,
-    0x0004003d,0x00000006,0x00000065,0x00000050,0x00050041,0x00000025,0x00000067,0x00000023,
-    0x00000066,0x0004003d,0x00000006,0x00000068,0x00000067,0x00050080,0x00000006,0x00000069,
-    0x00000065,0x00000068,0x00050041,0x00000025,0x0000006b,0x00000023,0x0000006a,0x0004003d,
-    0x00000006,0x0000006c,0x0000006b,0x0007000c,0x00000006,0x0000006d,0x00000001,0x00000027,
-    0x00000069,0x0000006c,0x0003003e,0x00000064,0x0000006d,0x0004003d,0x00000006,0x0000006f,
-    0x0000005a,0x00050041,0x00000025,0x00000071,0x00000023,0x00000070,0x0004003d,0x00000006,
-    0x00000072,0x00000071,0x00050080,0x00000006,0x00000073,0x0000006f,0x00000072,0x00050041,
-    0x00000025,0x00000075,0x00000023,0x00000074,0x0004003d,0x00000006,0x00000076,0x00000075,
-    0x0007000c,0x00000006,0x00000077,0x00000001,0x00000027,0x00000073,0x00000076,0x0003003e,
-    0x0000006e,0x00000077,0x0004003d,0x00000006,0x00000078,0x00000050,0x0007000c,0x00000006,
-    0x00000079,0x00000001,0x0000002a,0x00000078,0x00000041,0x0003003e,0x00000050,0x00000079,
-    0x0004003d,0x00000006,0x0000007a,0x0000005a,0x0007000c,0x00000006,0x0000007b,0x00000001,
-    0x0000002a,0x0000007a,0x00000041,0x0003003e,0x0000005a,0x0000007b,0x0003003e,0x0000007e,
-    0x0000007f,0x0003003e,0x00000080,0x00000081,0x0004003d,0x00000006,0x00000083,0x00000045,
-    0x00050041,0x00000025,0x00000084,0x00000023,0x00000041,0x0004003d,0x00000006,0x00000085,
-    0x00000084,0x00050084,0x00000006,0x00000086,0x00000083,0x00000085,0x0004003d,0x00000006,
-    0x00000087,0x00000039,0x00050080,0x00000006,0x00000088,0x00000086,0x00000087,0x00050041,
-    0x00000025,0x00000089,0x00000023,0x0000006a,0x0004003d,0x00000006,0x0000008a,0x00000089,
-    0x00050084,0x00000006,0x0000008b,0x00000088,0x0000008a,0x00050041,0x00000025,0x0000008c,
-    0x00000023,0x00000074,0x0004003d,0x00000006,0x0000008d,0x0000008c,0x00050084,0x00000006,
-    0x0000008e,0x0000008b,0x0000008d,0x0003003e,0x00000082,0x0000008e,0x0004003d,0x00000006,
-    0x00000090,0x00000050,0x0003003e,0x0000008f,0x00000090,0x000200f9,0x00000091,0x000200f8,
-    0x00000091,0x000400f6,0x00000093,0x00000094,0x00000000,0x000200f9,0x00000095,0x000200f8,
-    0x00000095,0x0004003d,0x00000006,0x00000096,0x0000008f,0x0004003d,0x00000006,0x00000097,
-    0x00000064,0x000500b1,0x00000028,0x00000098,0x00000096,0x00000097,0x000400fa,0x00000098,
-    0x00000092,0x00000093,0x000200f8,0x00000092,0x0004003d,0x00000006,0x0000009a,0x0000005a,
-    0x0003003e,0x00000099,0x0000009a,0x000200f9,0x0000009b,0x000200f8,0x0000009b,0x000400f6,
-    0x0000009d,0x0000009e,0x00000000,0x000200f9,0x0000009f,0x000200f8,0x0000009f,0x0004003d,
-    0x00000006,0x000000a0,0x00000099,0x0004003d,0x00000006,0x000000a1,0x0000006e,0x000500b1,
-    0x00000028,0x000000a2,0x000000a0,0x000000a1,0x000400fa,0x000000a2,0x0000009c,0x0000009d,
-    0x000200f8,0x0000009c,0x0004003d,0x00000006,0x000000a7,0x00000082,0x0004003d,0x00000006,
-    0x000000a8,0x0000008f,0x00050041,0x00000025,0x000000a9,0x00000023,0x00000074,0x0004003d,
-    0x00000006,0x000000aa,0x000000a9,0x00050084,0x00000006,0x000000ab,0x000000a8,0x000000aa,
-    0x00050080,0x00000006,0x000000ac,0x000000a7,0x000000ab,0x0004003d,0x00000006,0x000000ad,
-    0x00000099,0x00050080,0x00000006,0x000000ae,0x000000ac,0x000000ad,0x00060041,0x000000af,
-    0x000000b0,0x000000a6,0x00000041,0x000000ae,0x0004003d,0x0000007c,0x000000b1,0x000000b0,
-    0x0004003d,0x0000007c,0x000000b2,0x0000007e,0x000500ba,0x00000028,0x000000b3,0x000000b1,
-    0x000000b2,0x000300f7,0x000000b5,0x00000000,0x000400fa,0x000000b3,0x000000b4,0x000000b5,
-    0x000200f8,0x000000b4,0x0004003d,0x00000006,0x000000b6,0x0000008f,0x00050041,0x00000025,
-    0x000000b7,0x00000023,0x00000074,0x0004003d,0x00000006,0x000000b8,0x000000b7,0x00050084,
-    0x00000006,0x000000b9,0x000000b6,0x000000b8,0x0004003d,0x00000006,0x000000ba,0x00000099,
-    0x00050080,0x00000006,0x000000bb,0x000000b9,0x000000ba,0x0003003e,0x00000080,0x000000bb,
-    0x0004003d,0x00000006,0x000000bc,0x00000082,0x0004003d,0x00000006,0x000000bd,0x00000080,
-    0x00050080,0x00000006,0x000000be,0x000000bc,0x000000bd,0x00060041,0x000000af,0x000000bf,
-    0x000000a6,0x00000041,0x000000be,0x0004003d,0x0000007c,0x000000c0,0x000000bf,0x0003003e,
-    0x0000007e,0x000000c0,0x000200f9,0x000000b5,0x000200f8,0x000000b5,0x000200f9,0x0000009e,
-    0x000200f8,0x0000009e,0x0004003d,0x00000006,0x000000c1,0x00000099,0x00050080,0x00000006,
-    0x000000c2,0x000000c1,0x0000006a,0x0003003e,0x00000099,0x000000c2,0x000200f9,0x0000009b,
-    0x000200f8,0x0000009d,0x000200f9,0x00000094,0x000200f8,0x00000094,0x0004003d,0x00000006,
-    0x000000c3,0x0000008f,0x00050080,0x00000006,0x000000c4,0x000000c3,0x0000006a,0x0003003e,
-    0x0000008f,0x000000c4,0x000200f9,0x00000091,0x000200f8,0x00000093,0x0004003d,0x00000006,
-    0x000000c9,0x00000019,0x0004003d,0x0000007c,0x000000ca,0x0000007e,0x00060041,0x000000af,
-    0x000000cb,0x000000c8,0x00000041,0x000000c9,0x0003003e,0x000000cb,0x000000ca,0x00050041,
-    0x00000025,0x000000cd,0x00000023,0x000000cc,0x0004003d,0x00000006,0x000000ce,0x000000cd,
-    0x000500aa,0x00000028,0x000000cf,0x000000ce,0x0000006a,0x000300f7,0x000000d1,0x00000000,
-    0x000400fa,0x000000cf,0x000000d0,0x000000d1,0x000200f8,0x000000d0,0x0004003d,0x00000006,
-    0x000000d6,0x00000019,0x0004003d,0x00000006,0x000000d7,0x00000080,0x0004006f,0x0000007c,
-    0x000000d8,0x000000d7,0x00060041,0x000000af,0x000000d9,0x000000d5,0x00000041,0x000000d6,
-    0x0003003e,0x000000d9,0x000000d8,0x000200f9,0x000000d1,0x000200f8,0x000000d1,0x000200f9,
-    0x0000001e,0x000200f8,0x0000001e,0x0004003d,0x00000006,0x000000da,0x00000008,0x0004003d,
-    0x00000006,0x000000db,0x00000019,0x00050080,0x00000006,0x000000dc,0x000000db,0x000000da,
-    0x0003003e,0x00000019,0x000000dc,0x000200f9,0x0000001b,0x000200f8,0x0000001d,0x000100fd,
-    0x00010038
-};
-
-}}} // namespace cv::dnn::vkcom

modules/dnn/src/vkcom/shader/permute.comp

@@ -1,44 +0,0 @@
-#version 450
-#define LOCAL_SZ_X 256
-
-layout(push_constant) uniform pushBlock {
-      int nthreads;
-      int num_axes;
-      int global_size;
-} p;
-
-layout(binding = 0) readonly buffer Input0{
-    float in_buffer[];
-};
-layout(binding = 1) readonly buffer Input1{
-    int permute_order[];
-};
-layout(binding = 2) readonly buffer Input2{
-    int old_stride[];
-};
-layout(binding = 3) readonly buffer Input3{
-    int new_stride[];
-};
-layout(binding = 4) writeonly buffer Output{
-    float out_buffer[];
-};
-
-layout(local_size_x = LOCAL_SZ_X, local_size_y = 1, local_size_z = 1) in;
-
-void main()
-{
-    for (int i = int(gl_GlobalInvocationID.x); i < p.nthreads; i += p.global_size)
-    {
-        int old_pos = 0;
-        int new_pos = i;
-
-        for (int j = 0; j < p.num_axes; ++j)
-        {
-            int order = permute_order[j];
-            old_pos += (new_pos / new_stride[j]) * old_stride[order];
-            new_pos %= new_stride[j];
-        }
-
-        out_buffer[i] = in_buffer[old_pos];
-    }
-}

modules/dnn/src/vkcom/shader/permute_spv.cpp

@@ -1,111 +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) 2018, Intel Corporation, all rights reserved.
-// Third party copyrights are property of their respective owners.
-
-#include "../../precomp.hpp"
-
-namespace cv { namespace dnn { namespace vkcom {
-
-extern const unsigned int permute_spv[765] = {
-    0x07230203,0x00010000,0x00080001,0x00000069,0x00000000,0x00020011,0x00000001,0x0006000b,
-    0x00000001,0x4c534c47,0x6474732e,0x3035342e,0x00000000,0x0003000e,0x00000000,0x00000001,
-    0x0006000f,0x00000005,0x00000004,0x6e69616d,0x00000000,0x0000000c,0x00060010,0x00000004,
-    0x00000011,0x00000100,0x00000001,0x00000001,0x00030003,0x00000002,0x000001c2,0x00040005,
-    0x00000004,0x6e69616d,0x00000000,0x00030005,0x00000008,0x00000069,0x00080005,0x0000000c,
-    0x475f6c67,0x61626f6c,0x766e496c,0x7461636f,0x496e6f69,0x00000044,0x00050005,0x00000018,
-    0x68737570,0x636f6c42,0x0000006b,0x00060006,0x00000018,0x00000000,0x7268746e,0x73646165,
-    0x00000000,0x00060006,0x00000018,0x00000001,0x5f6d756e,0x73657861,0x00000000,0x00060006,
-    0x00000018,0x00000002,0x626f6c67,0x735f6c61,0x00657a69,0x00030005,0x0000001a,0x00000070,
-    0x00040005,0x00000021,0x5f646c6f,0x00736f70,0x00040005,0x00000022,0x5f77656e,0x00736f70,
-    0x00030005,0x00000024,0x0000006a,0x00040005,0x0000002f,0x6564726f,0x00000072,0x00040005,
-    0x00000031,0x75706e49,0x00003174,0x00070006,0x00000031,0x00000000,0x6d726570,0x5f657475,
-    0x6564726f,0x00000072,0x00030005,0x00000033,0x00000000,0x00040005,0x0000003a,0x75706e49,
-    0x00003374,0x00060006,0x0000003a,0x00000000,0x5f77656e,0x69727473,0x00006564,0x00030005,
-    0x0000003c,0x00000000,0x00040005,0x00000042,0x75706e49,0x00003274,0x00060006,0x00000042,
-    0x00000000,0x5f646c6f,0x69727473,0x00006564,0x00030005,0x00000044,0x00000000,0x00040005,
-    0x00000054,0x7074754f,0x00007475,0x00060006,0x00000054,0x00000000,0x5f74756f,0x66667562,
-    0x00007265,0x00030005,0x00000056,0x00000000,0x00040005,0x00000059,0x75706e49,0x00003074,
-    0x00060006,0x00000059,0x00000000,0x625f6e69,0x65666675,0x00000072,0x00030005,0x0000005b,
-    0x00000000,0x00040047,0x0000000c,0x0000000b,0x0000001c,0x00050048,0x00000018,0x00000000,
-    0x00000023,0x00000000,0x00050048,0x00000018,0x00000001,0x00000023,0x00000004,0x00050048,
-    0x00000018,0x00000002,0x00000023,0x00000008,0x00030047,0x00000018,0x00000002,0x00040047,
-    0x00000030,0x00000006,0x00000004,0x00040048,0x00000031,0x00000000,0x00000018,0x00050048,
-    0x00000031,0x00000000,0x00000023,0x00000000,0x00030047,0x00000031,0x00000003,0x00040047,
-    0x00000033,0x00000022,0x00000000,0x00040047,0x00000033,0x00000021,0x00000001,0x00040047,
-    0x00000039,0x00000006,0x00000004,0x00040048,0x0000003a,0x00000000,0x00000018,0x00050048,
-    0x0000003a,0x00000000,0x00000023,0x00000000,0x00030047,0x0000003a,0x00000003,0x00040047,
-    0x0000003c,0x00000022,0x00000000,0x00040047,0x0000003c,0x00000021,0x00000003,0x00040047,
-    0x00000041,0x00000006,0x00000004,0x00040048,0x00000042,0x00000000,0x00000018,0x00050048,
-    0x00000042,0x00000000,0x00000023,0x00000000,0x00030047,0x00000042,0x00000003,0x00040047,
-    0x00000044,0x00000022,0x00000000,0x00040047,0x00000044,0x00000021,0x00000002,0x00040047,
-    0x00000053,0x00000006,0x00000004,0x00040048,0x00000054,0x00000000,0x00000019,0x00050048,
-    0x00000054,0x00000000,0x00000023,0x00000000,0x00030047,0x00000054,0x00000003,0x00040047,
-    0x00000056,0x00000022,0x00000000,0x00040047,0x00000056,0x00000021,0x00000004,0x00040047,
-    0x00000058,0x00000006,0x00000004,0x00040048,0x00000059,0x00000000,0x00000018,0x00050048,
-    0x00000059,0x00000000,0x00000023,0x00000000,0x00030047,0x00000059,0x00000003,0x00040047,
-    0x0000005b,0x00000022,0x00000000,0x00040047,0x0000005b,0x00000021,0x00000000,0x00040047,
-    0x00000068,0x0000000b,0x00000019,0x00020013,0x00000002,0x00030021,0x00000003,0x00000002,
-    0x00040015,0x00000006,0x00000020,0x00000001,0x00040020,0x00000007,0x00000007,0x00000006,
-    0x00040015,0x00000009,0x00000020,0x00000000,0x00040017,0x0000000a,0x00000009,0x00000003,
-    0x00040020,0x0000000b,0x00000001,0x0000000a,0x0004003b,0x0000000b,0x0000000c,0x00000001,
-    0x0004002b,0x00000009,0x0000000d,0x00000000,0x00040020,0x0000000e,0x00000001,0x00000009,
-    0x0005001e,0x00000018,0x00000006,0x00000006,0x00000006,0x00040020,0x00000019,0x00000009,
-    0x00000018,0x0004003b,0x00000019,0x0000001a,0x00000009,0x0004002b,0x00000006,0x0000001b,
-    0x00000000,0x00040020,0x0000001c,0x00000009,0x00000006,0x00020014,0x0000001f,0x0004002b,
-    0x00000006,0x0000002b,0x00000001,0x0003001d,0x00000030,0x00000006,0x0003001e,0x00000031,
-    0x00000030,0x00040020,0x00000032,0x00000002,0x00000031,0x0004003b,0x00000032,0x00000033,
-    0x00000002,0x00040020,0x00000035,0x00000002,0x00000006,0x0003001d,0x00000039,0x00000006,
-    0x0003001e,0x0000003a,0x00000039,0x00040020,0x0000003b,0x00000002,0x0000003a,0x0004003b,
-    0x0000003b,0x0000003c,0x00000002,0x0003001d,0x00000041,0x00000006,0x0003001e,0x00000042,
-    0x00000041,0x00040020,0x00000043,0x00000002,0x00000042,0x0004003b,0x00000043,0x00000044,
-    0x00000002,0x00030016,0x00000052,0x00000020,0x0003001d,0x00000053,0x00000052,0x0003001e,
-    0x00000054,0x00000053,0x00040020,0x00000055,0x00000002,0x00000054,0x0004003b,0x00000055,
-    0x00000056,0x00000002,0x0003001d,0x00000058,0x00000052,0x0003001e,0x00000059,0x00000058,
-    0x00040020,0x0000005a,0x00000002,0x00000059,0x0004003b,0x0000005a,0x0000005b,0x00000002,
-    0x00040020,0x0000005d,0x00000002,0x00000052,0x0004002b,0x00000006,0x00000061,0x00000002,
-    0x0004002b,0x00000009,0x00000066,0x00000100,0x0004002b,0x00000009,0x00000067,0x00000001,
-    0x0006002c,0x0000000a,0x00000068,0x00000066,0x00000067,0x00000067,0x00050036,0x00000002,
-    0x00000004,0x00000000,0x00000003,0x000200f8,0x00000005,0x0004003b,0x00000007,0x00000008,
-    0x00000007,0x0004003b,0x00000007,0x00000021,0x00000007,0x0004003b,0x00000007,0x00000022,
-    0x00000007,0x0004003b,0x00000007,0x00000024,0x00000007,0x0004003b,0x00000007,0x0000002f,
-    0x00000007,0x00050041,0x0000000e,0x0000000f,0x0000000c,0x0000000d,0x0004003d,0x00000009,
-    0x00000010,0x0000000f,0x0004007c,0x00000006,0x00000011,0x00000010,0x0003003e,0x00000008,
-    0x00000011,0x000200f9,0x00000012,0x000200f8,0x00000012,0x000400f6,0x00000014,0x00000015,
-    0x00000000,0x000200f9,0x00000016,0x000200f8,0x00000016,0x0004003d,0x00000006,0x00000017,
-    0x00000008,0x00050041,0x0000001c,0x0000001d,0x0000001a,0x0000001b,0x0004003d,0x00000006,
-    0x0000001e,0x0000001d,0x000500b1,0x0000001f,0x00000020,0x00000017,0x0000001e,0x000400fa,
-    0x00000020,0x00000013,0x00000014,0x000200f8,0x00000013,0x0003003e,0x00000021,0x0000001b,
-    0x0004003d,0x00000006,0x00000023,0x00000008,0x0003003e,0x00000022,0x00000023,0x0003003e,
-    0x00000024,0x0000001b,0x000200f9,0x00000025,0x000200f8,0x00000025,0x000400f6,0x00000027,
-    0x00000028,0x00000000,0x000200f9,0x00000029,0x000200f8,0x00000029,0x0004003d,0x00000006,
-    0x0000002a,0x00000024,0x00050041,0x0000001c,0x0000002c,0x0000001a,0x0000002b,0x0004003d,
-    0x00000006,0x0000002d,0x0000002c,0x000500b1,0x0000001f,0x0000002e,0x0000002a,0x0000002d,
-    0x000400fa,0x0000002e,0x00000026,0x00000027,0x000200f8,0x00000026,0x0004003d,0x00000006,
-    0x00000034,0x00000024,0x00060041,0x00000035,0x00000036,0x00000033,0x0000001b,0x00000034,
-    0x0004003d,0x00000006,0x00000037,0x00000036,0x0003003e,0x0000002f,0x00000037,0x0004003d,
-    0x00000006,0x00000038,0x00000022,0x0004003d,0x00000006,0x0000003d,0x00000024,0x00060041,
-    0x00000035,0x0000003e,0x0000003c,0x0000001b,0x0000003d,0x0004003d,0x00000006,0x0000003f,
-    0x0000003e,0x00050087,0x00000006,0x00000040,0x00000038,0x0000003f,0x0004003d,0x00000006,
-    0x00000045,0x0000002f,0x00060041,0x00000035,0x00000046,0x00000044,0x0000001b,0x00000045,
-    0x0004003d,0x00000006,0x00000047,0x00000046,0x00050084,0x00000006,0x00000048,0x00000040,
-    0x00000047,0x0004003d,0x00000006,0x00000049,0x00000021,0x00050080,0x00000006,0x0000004a,
-    0x00000049,0x00000048,0x0003003e,0x00000021,0x0000004a,0x0004003d,0x00000006,0x0000004b,
-    0x00000024,0x00060041,0x00000035,0x0000004c,0x0000003c,0x0000001b,0x0000004b,0x0004003d,
-    0x00000006,0x0000004d,0x0000004c,0x0004003d,0x00000006,0x0000004e,0x00000022,0x0005008b,
-    0x00000006,0x0000004f,0x0000004e,0x0000004d,0x0003003e,0x00000022,0x0000004f,0x000200f9,
-    0x00000028,0x000200f8,0x00000028,0x0004003d,0x00000006,0x00000050,0x00000024,0x00050080,
-    0x00000006,0x00000051,0x00000050,0x0000002b,0x0003003e,0x00000024,0x00000051,0x000200f9,
-    0x00000025,0x000200f8,0x00000027,0x0004003d,0x00000006,0x00000057,0x00000008,0x0004003d,
-    0x00000006,0x0000005c,0x00000021,0x00060041,0x0000005d,0x0000005e,0x0000005b,0x0000001b,
-    0x0000005c,0x0004003d,0x00000052,0x0000005f,0x0000005e,0x00060041,0x0000005d,0x00000060,
-    0x00000056,0x0000001b,0x00000057,0x0003003e,0x00000060,0x0000005f,0x000200f9,0x00000015,
-    0x000200f8,0x00000015,0x00050041,0x0000001c,0x00000062,0x0000001a,0x00000061,0x0004003d,
-    0x00000006,0x00000063,0x00000062,0x0004003d,0x00000006,0x00000064,0x00000008,0x00050080,
-    0x00000006,0x00000065,0x00000064,0x00000063,0x0003003e,0x00000008,0x00000065,0x000200f9,
-    0x00000012,0x000200f8,0x00000014,0x000100fd,0x00010038
-};
-
-}}} // namespace cv::dnn::vkcom

modules/dnn/src/vkcom/shader/prior_box.comp

@@ -1,78 +0,0 @@
-#version 450
-#define LOCAL_SZ_X 256
-
-layout(push_constant) uniform pushBlock {
-      int global_size;
-      int nthreads;
-      float step_x;
-      float step_y;
-      int offset_x_size;
-      int width_size;
-      int layer_w;
-      int image_h;
-      int image_w;
-      int clip;
-      int variance_off;
-} p;
-
-layout(binding = 0) readonly buffer Input0{
-    float offset_x[];
-};
-layout(binding = 1) readonly buffer Input1{
-    float offset_y[];
-};
-layout(binding = 2) readonly buffer Input2{
-    float widths[];
-};
-layout(binding = 3) readonly buffer Input3{
-    float heights[];
-};
-layout(binding = 4) readonly buffer Input4{
-    vec4 variance[];
-};
-layout(binding = 5) writeonly buffer Output{
-    vec4 out_buffer[];
-};
-
-layout(local_size_x = LOCAL_SZ_X, local_size_y = 1, local_size_z = 1) in;
-
-void main()
-{
-    for (int index = int(gl_GlobalInvocationID.x); index < p.nthreads; index += p.global_size)
-    {
-        int w = index % p.layer_w;
-        int h = index / p.layer_w;
-        int output_offset = index * p.offset_x_size * p.width_size;
-
-        float box_w, box_h;
-        vec4 outer;
-        for (int i = 0; i < p.width_size; ++i)
-        {
-            box_w = widths[i];
-            box_h = heights[i];
-            for (int j = 0; j < p.offset_x_size; ++j)
-            {
-                float center_x = (w + offset_x[j]) * p.step_x;
-                float center_y = (h + offset_y[j]) * p.step_y;
-
-                outer.x = (center_x - box_w * 0.5f) / p.image_w;    // xmin
-                outer.y = (center_y - box_h * 0.5f) / p.image_h;  // ymin
-                outer.z = (center_x + box_w * 0.5f) / p.image_w;    // xmax
-                outer.w = (center_y + box_h * 0.5f) / p.image_h;  // ymax
-
-                // clip
-                if (p.clip == 1)
-                {
-                    vec4 start = vec4(0.f, 0.f, 0.f, 0.f);
-                    vec4 end = vec4(1.f, 1.f, 1.f, 1.f);
-                    outer = min(max(outer, start), end);
-                }
-
-                //set variance
-                out_buffer[p.variance_off + output_offset] = variance[0];
-                out_buffer[output_offset] = outer;
-                output_offset++;
-            }
-        }
-    }
-}

modules/dnn/src/vkcom/shader/prior_box_spv.cpp

@@ -1,200 +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) 2018, Intel Corporation, all rights reserved.
-// Third party copyrights are property of their respective owners.
-
-#include "../../precomp.hpp"
-
-namespace cv { namespace dnn { namespace vkcom {
-
-extern const unsigned int prior_box_spv[1480] = {
-    0x07230203,0x00010000,0x00080001,0x000000db,0x00000000,0x00020011,0x00000001,0x0006000b,
-    0x00000001,0x4c534c47,0x6474732e,0x3035342e,0x00000000,0x0003000e,0x00000000,0x00000001,
-    0x0006000f,0x00000005,0x00000004,0x6e69616d,0x00000000,0x0000000c,0x00060010,0x00000004,
-    0x00000011,0x00000100,0x00000001,0x00000001,0x00030003,0x00000002,0x000001c2,0x00040005,
-    0x00000004,0x6e69616d,0x00000000,0x00040005,0x00000008,0x65646e69,0x00000078,0x00080005,
-    0x0000000c,0x475f6c67,0x61626f6c,0x766e496c,0x7461636f,0x496e6f69,0x00000044,0x00050005,
-    0x00000019,0x68737570,0x636f6c42,0x0000006b,0x00060006,0x00000019,0x00000000,0x626f6c67,
-    0x735f6c61,0x00657a69,0x00060006,0x00000019,0x00000001,0x7268746e,0x73646165,0x00000000,
-    0x00050006,0x00000019,0x00000002,0x70657473,0x0000785f,0x00050006,0x00000019,0x00000003,
-    0x70657473,0x0000795f,0x00070006,0x00000019,0x00000004,0x7366666f,0x785f7465,0x7a69735f,
-    0x00000065,0x00060006,0x00000019,0x00000005,0x74646977,0x69735f68,0x0000657a,0x00050006,
-    0x00000019,0x00000006,0x6579616c,0x00775f72,0x00050006,0x00000019,0x00000007,0x67616d69,
-    0x00685f65,0x00050006,0x00000019,0x00000008,0x67616d69,0x00775f65,0x00050006,0x00000019,
-    0x00000009,0x70696c63,0x00000000,0x00070006,0x00000019,0x0000000a,0x69726176,0x65636e61,
-    0x66666f5f,0x00000000,0x00030005,0x0000001b,0x00000070,0x00030005,0x00000022,0x00000077,
-    0x00030005,0x00000028,0x00000068,0x00060005,0x0000002d,0x7074756f,0x6f5f7475,0x65736666,
-    0x00000074,0x00030005,0x00000037,0x00000069,0x00040005,0x00000043,0x5f786f62,0x00000077,
-    0x00040005,0x00000045,0x75706e49,0x00003274,0x00050006,0x00000045,0x00000000,0x74646977,
-    0x00007368,0x00030005,0x00000047,0x00000000,0x00040005,0x0000004c,0x5f786f62,0x00000068,
-    0x00040005,0x0000004e,0x75706e49,0x00003374,0x00050006,0x0000004e,0x00000000,0x67696568,
-    0x00737468,0x00030005,0x00000050,0x00000000,0x00030005,0x00000054,0x0000006a,0x00050005,
-    0x0000005e,0x746e6563,0x785f7265,0x00000000,0x00040005,0x00000062,0x75706e49,0x00003074,
-    0x00060006,0x00000062,0x00000000,0x7366666f,0x785f7465,0x00000000,0x00030005,0x00000064,
-    0x00000000,0x00050005,0x0000006e,0x746e6563,0x795f7265,0x00000000,0x00040005,0x00000072,
-    0x75706e49,0x00003174,0x00060006,0x00000072,0x00000000,0x7366666f,0x795f7465,0x00000000,
-    0x00030005,0x00000074,0x00000000,0x00040005,0x0000007f,0x6574756f,0x00000072,0x00040005,
-    0x000000b0,0x72617473,0x00000074,0x00030005,0x000000b3,0x00646e65,0x00040005,0x000000bc,
-    0x7074754f,0x00007475,0x00060006,0x000000bc,0x00000000,0x5f74756f,0x66667562,0x00007265,
-    0x00030005,0x000000be,0x00000000,0x00040005,0x000000c5,0x75706e49,0x00003474,0x00060006,
-    0x000000c5,0x00000000,0x69726176,0x65636e61,0x00000000,0x00030005,0x000000c7,0x00000000,
-    0x00040047,0x0000000c,0x0000000b,0x0000001c,0x00050048,0x00000019,0x00000000,0x00000023,
-    0x00000000,0x00050048,0x00000019,0x00000001,0x00000023,0x00000004,0x00050048,0x00000019,
-    0x00000002,0x00000023,0x00000008,0x00050048,0x00000019,0x00000003,0x00000023,0x0000000c,
-    0x00050048,0x00000019,0x00000004,0x00000023,0x00000010,0x00050048,0x00000019,0x00000005,
-    0x00000023,0x00000014,0x00050048,0x00000019,0x00000006,0x00000023,0x00000018,0x00050048,
-    0x00000019,0x00000007,0x00000023,0x0000001c,0x00050048,0x00000019,0x00000008,0x00000023,
-    0x00000020,0x00050048,0x00000019,0x00000009,0x00000023,0x00000024,0x00050048,0x00000019,
-    0x0000000a,0x00000023,0x00000028,0x00030047,0x00000019,0x00000002,0x00040047,0x00000044,
-    0x00000006,0x00000004,0x00040048,0x00000045,0x00000000,0x00000018,0x00050048,0x00000045,
-    0x00000000,0x00000023,0x00000000,0x00030047,0x00000045,0x00000003,0x00040047,0x00000047,
-    0x00000022,0x00000000,0x00040047,0x00000047,0x00000021,0x00000002,0x00040047,0x0000004d,
-    0x00000006,0x00000004,0x00040048,0x0000004e,0x00000000,0x00000018,0x00050048,0x0000004e,
-    0x00000000,0x00000023,0x00000000,0x00030047,0x0000004e,0x00000003,0x00040047,0x00000050,
-    0x00000022,0x00000000,0x00040047,0x00000050,0x00000021,0x00000003,0x00040047,0x00000061,
-    0x00000006,0x00000004,0x00040048,0x00000062,0x00000000,0x00000018,0x00050048,0x00000062,
-    0x00000000,0x00000023,0x00000000,0x00030047,0x00000062,0x00000003,0x00040047,0x00000064,
-    0x00000022,0x00000000,0x00040047,0x00000064,0x00000021,0x00000000,0x00040047,0x00000071,
-    0x00000006,0x00000004,0x00040048,0x00000072,0x00000000,0x00000018,0x00050048,0x00000072,
-    0x00000000,0x00000023,0x00000000,0x00030047,0x00000072,0x00000003,0x00040047,0x00000074,
-    0x00000022,0x00000000,0x00040047,0x00000074,0x00000021,0x00000001,0x00040047,0x000000bb,
-    0x00000006,0x00000010,0x00040048,0x000000bc,0x00000000,0x00000019,0x00050048,0x000000bc,
-    0x00000000,0x00000023,0x00000000,0x00030047,0x000000bc,0x00000003,0x00040047,0x000000be,
-    0x00000022,0x00000000,0x00040047,0x000000be,0x00000021,0x00000005,0x00040047,0x000000c4,
-    0x00000006,0x00000010,0x00040048,0x000000c5,0x00000000,0x00000018,0x00050048,0x000000c5,
-    0x00000000,0x00000023,0x00000000,0x00030047,0x000000c5,0x00000003,0x00040047,0x000000c7,
-    0x00000022,0x00000000,0x00040047,0x000000c7,0x00000021,0x00000004,0x00040047,0x000000da,
-    0x0000000b,0x00000019,0x00020013,0x00000002,0x00030021,0x00000003,0x00000002,0x00040015,
-    0x00000006,0x00000020,0x00000001,0x00040020,0x00000007,0x00000007,0x00000006,0x00040015,
-    0x00000009,0x00000020,0x00000000,0x00040017,0x0000000a,0x00000009,0x00000003,0x00040020,
-    0x0000000b,0x00000001,0x0000000a,0x0004003b,0x0000000b,0x0000000c,0x00000001,0x0004002b,
-    0x00000009,0x0000000d,0x00000000,0x00040020,0x0000000e,0x00000001,0x00000009,0x00030016,
-    0x00000018,0x00000020,0x000d001e,0x00000019,0x00000006,0x00000006,0x00000018,0x00000018,
-    0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,0x00000006,0x00040020,
-    0x0000001a,0x00000009,0x00000019,0x0004003b,0x0000001a,0x0000001b,0x00000009,0x0004002b,
-    0x00000006,0x0000001c,0x00000001,0x00040020,0x0000001d,0x00000009,0x00000006,0x00020014,
-    0x00000020,0x0004002b,0x00000006,0x00000024,0x00000006,0x0004002b,0x00000006,0x0000002f,
-    0x00000004,0x0004002b,0x00000006,0x00000033,0x00000005,0x0004002b,0x00000006,0x00000038,
-    0x00000000,0x00040020,0x00000042,0x00000007,0x00000018,0x0003001d,0x00000044,0x00000018,
-    0x0003001e,0x00000045,0x00000044,0x00040020,0x00000046,0x00000002,0x00000045,0x0004003b,
-    0x00000046,0x00000047,0x00000002,0x00040020,0x00000049,0x00000002,0x00000018,0x0003001d,
-    0x0000004d,0x00000018,0x0003001e,0x0000004e,0x0000004d,0x00040020,0x0000004f,0x00000002,
-    0x0000004e,0x0004003b,0x0000004f,0x00000050,0x00000002,0x0003001d,0x00000061,0x00000018,
-    0x0003001e,0x00000062,0x00000061,0x00040020,0x00000063,0x00000002,0x00000062,0x0004003b,
-    0x00000063,0x00000064,0x00000002,0x0004002b,0x00000006,0x00000069,0x00000002,0x00040020,
-    0x0000006a,0x00000009,0x00000018,0x0003001d,0x00000071,0x00000018,0x0003001e,0x00000072,
-    0x00000071,0x00040020,0x00000073,0x00000002,0x00000072,0x0004003b,0x00000073,0x00000074,
-    0x00000002,0x0004002b,0x00000006,0x00000079,0x00000003,0x00040017,0x0000007d,0x00000018,
-    0x00000004,0x00040020,0x0000007e,0x00000007,0x0000007d,0x0004002b,0x00000018,0x00000082,
-    0x3f000000,0x0004002b,0x00000006,0x00000085,0x00000008,0x0004002b,0x00000006,0x0000008f,
-    0x00000007,0x0004002b,0x00000009,0x00000094,0x00000001,0x0004002b,0x00000009,0x0000009e,
-    0x00000002,0x0004002b,0x00000009,0x000000a8,0x00000003,0x0004002b,0x00000006,0x000000aa,
-    0x00000009,0x0004002b,0x00000018,0x000000b1,0x00000000,0x0007002c,0x0000007d,0x000000b2,
-    0x000000b1,0x000000b1,0x000000b1,0x000000b1,0x0004002b,0x00000018,0x000000b4,0x3f800000,
-    0x0007002c,0x0000007d,0x000000b5,0x000000b4,0x000000b4,0x000000b4,0x000000b4,0x0003001d,
-    0x000000bb,0x0000007d,0x0003001e,0x000000bc,0x000000bb,0x00040020,0x000000bd,0x00000002,
-    0x000000bc,0x0004003b,0x000000bd,0x000000be,0x00000002,0x0004002b,0x00000006,0x000000bf,
-    0x0000000a,0x0003001d,0x000000c4,0x0000007d,0x0003001e,0x000000c5,0x000000c4,0x00040020,
-    0x000000c6,0x00000002,0x000000c5,0x0004003b,0x000000c6,0x000000c7,0x00000002,0x00040020,
-    0x000000c8,0x00000002,0x0000007d,0x0004002b,0x00000009,0x000000d9,0x00000100,0x0006002c,
-    0x0000000a,0x000000da,0x000000d9,0x00000094,0x00000094,0x00050036,0x00000002,0x00000004,
-    0x00000000,0x00000003,0x000200f8,0x00000005,0x0004003b,0x00000007,0x00000008,0x00000007,
-    0x0004003b,0x00000007,0x00000022,0x00000007,0x0004003b,0x00000007,0x00000028,0x00000007,
-    0x0004003b,0x00000007,0x0000002d,0x00000007,0x0004003b,0x00000007,0x00000037,0x00000007,
-    0x0004003b,0x00000042,0x00000043,0x00000007,0x0004003b,0x00000042,0x0000004c,0x00000007,
-    0x0004003b,0x00000007,0x00000054,0x00000007,0x0004003b,0x00000042,0x0000005e,0x00000007,
-    0x0004003b,0x00000042,0x0000006e,0x00000007,0x0004003b,0x0000007e,0x0000007f,0x00000007,
-    0x0004003b,0x0000007e,0x000000b0,0x00000007,0x0004003b,0x0000007e,0x000000b3,0x00000007,
-    0x00050041,0x0000000e,0x0000000f,0x0000000c,0x0000000d,0x0004003d,0x00000009,0x00000010,
-    0x0000000f,0x0004007c,0x00000006,0x00000011,0x00000010,0x0003003e,0x00000008,0x00000011,
-    0x000200f9,0x00000012,0x000200f8,0x00000012,0x000400f6,0x00000014,0x00000015,0x00000000,
-    0x000200f9,0x00000016,0x000200f8,0x00000016,0x0004003d,0x00000006,0x00000017,0x00000008,
-    0x00050041,0x0000001d,0x0000001e,0x0000001b,0x0000001c,0x0004003d,0x00000006,0x0000001f,
-    0x0000001e,0x000500b1,0x00000020,0x00000021,0x00000017,0x0000001f,0x000400fa,0x00000021,
-    0x00000013,0x00000014,0x000200f8,0x00000013,0x0004003d,0x00000006,0x00000023,0x00000008,
-    0x00050041,0x0000001d,0x00000025,0x0000001b,0x00000024,0x0004003d,0x00000006,0x00000026,
-    0x00000025,0x0005008b,0x00000006,0x00000027,0x00000023,0x00000026,0x0003003e,0x00000022,
-    0x00000027,0x0004003d,0x00000006,0x00000029,0x00000008,0x00050041,0x0000001d,0x0000002a,
-    0x0000001b,0x00000024,0x0004003d,0x00000006,0x0000002b,0x0000002a,0x00050087,0x00000006,
-    0x0000002c,0x00000029,0x0000002b,0x0003003e,0x00000028,0x0000002c,0x0004003d,0x00000006,
-    0x0000002e,0x00000008,0x00050041,0x0000001d,0x00000030,0x0000001b,0x0000002f,0x0004003d,
-    0x00000006,0x00000031,0x00000030,0x00050084,0x00000006,0x00000032,0x0000002e,0x00000031,
-    0x00050041,0x0000001d,0x00000034,0x0000001b,0x00000033,0x0004003d,0x00000006,0x00000035,
-    0x00000034,0x00050084,0x00000006,0x00000036,0x00000032,0x00000035,0x0003003e,0x0000002d,
-    0x00000036,0x0003003e,0x00000037,0x00000038,0x000200f9,0x00000039,0x000200f8,0x00000039,
-    0x000400f6,0x0000003b,0x0000003c,0x00000000,0x000200f9,0x0000003d,0x000200f8,0x0000003d,
-    0x0004003d,0x00000006,0x0000003e,0x00000037,0x00050041,0x0000001d,0x0000003f,0x0000001b,
-    0x00000033,0x0004003d,0x00000006,0x00000040,0x0000003f,0x000500b1,0x00000020,0x00000041,
-    0x0000003e,0x00000040,0x000400fa,0x00000041,0x0000003a,0x0000003b,0x000200f8,0x0000003a,
-    0x0004003d,0x00000006,0x00000048,0x00000037,0x00060041,0x00000049,0x0000004a,0x00000047,
-    0x00000038,0x00000048,0x0004003d,0x00000018,0x0000004b,0x0000004a,0x0003003e,0x00000043,
-    0x0000004b,0x0004003d,0x00000006,0x00000051,0x00000037,0x00060041,0x00000049,0x00000052,
-    0x00000050,0x00000038,0x00000051,0x0004003d,0x00000018,0x00000053,0x00000052,0x0003003e,
-    0x0000004c,0x00000053,0x0003003e,0x00000054,0x00000038,0x000200f9,0x00000055,0x000200f8,
-    0x00000055,0x000400f6,0x00000057,0x00000058,0x00000000,0x000200f9,0x00000059,0x000200f8,
-    0x00000059,0x0004003d,0x00000006,0x0000005a,0x00000054,0x00050041,0x0000001d,0x0000005b,
-    0x0000001b,0x0000002f,0x0004003d,0x00000006,0x0000005c,0x0000005b,0x000500b1,0x00000020,
-    0x0000005d,0x0000005a,0x0000005c,0x000400fa,0x0000005d,0x00000056,0x00000057,0x000200f8,
-    0x00000056,0x0004003d,0x00000006,0x0000005f,0x00000022,0x0004006f,0x00000018,0x00000060,
-    0x0000005f,0x0004003d,0x00000006,0x00000065,0x00000054,0x00060041,0x00000049,0x00000066,
-    0x00000064,0x00000038,0x00000065,0x0004003d,0x00000018,0x00000067,0x00000066,0x00050081,
-    0x00000018,0x00000068,0x00000060,0x00000067,0x00050041,0x0000006a,0x0000006b,0x0000001b,
-    0x00000069,0x0004003d,0x00000018,0x0000006c,0x0000006b,0x00050085,0x00000018,0x0000006d,
-    0x00000068,0x0000006c,0x0003003e,0x0000005e,0x0000006d,0x0004003d,0x00000006,0x0000006f,
-    0x00000028,0x0004006f,0x00000018,0x00000070,0x0000006f,0x0004003d,0x00000006,0x00000075,
-    0x00000054,0x00060041,0x00000049,0x00000076,0x00000074,0x00000038,0x00000075,0x0004003d,
-    0x00000018,0x00000077,0x00000076,0x00050081,0x00000018,0x00000078,0x00000070,0x00000077,
-    0x00050041,0x0000006a,0x0000007a,0x0000001b,0x00000079,0x0004003d,0x00000018,0x0000007b,
-    0x0000007a,0x00050085,0x00000018,0x0000007c,0x00000078,0x0000007b,0x0003003e,0x0000006e,
-    0x0000007c,0x0004003d,0x00000018,0x00000080,0x0000005e,0x0004003d,0x00000018,0x00000081,
-    0x00000043,0x00050085,0x00000018,0x00000083,0x00000081,0x00000082,0x00050083,0x00000018,
-    0x00000084,0x00000080,0x00000083,0x00050041,0x0000001d,0x00000086,0x0000001b,0x00000085,
-    0x0004003d,0x00000006,0x00000087,0x00000086,0x0004006f,0x00000018,0x00000088,0x00000087,
-    0x00050088,0x00000018,0x00000089,0x00000084,0x00000088,0x00050041,0x00000042,0x0000008a,
-    0x0000007f,0x0000000d,0x0003003e,0x0000008a,0x00000089,0x0004003d,0x00000018,0x0000008b,
-    0x0000006e,0x0004003d,0x00000018,0x0000008c,0x0000004c,0x00050085,0x00000018,0x0000008d,
-    0x0000008c,0x00000082,0x00050083,0x00000018,0x0000008e,0x0000008b,0x0000008d,0x00050041,
-    0x0000001d,0x00000090,0x0000001b,0x0000008f,0x0004003d,0x00000006,0x00000091,0x00000090,
-    0x0004006f,0x00000018,0x00000092,0x00000091,0x00050088,0x00000018,0x00000093,0x0000008e,
-    0x00000092,0x00050041,0x00000042,0x00000095,0x0000007f,0x00000094,0x0003003e,0x00000095,
-    0x00000093,0x0004003d,0x00000018,0x00000096,0x0000005e,0x0004003d,0x00000018,0x00000097,
-    0x00000043,0x00050085,0x00000018,0x00000098,0x00000097,0x00000082,0x00050081,0x00000018,
-    0x00000099,0x00000096,0x00000098,0x00050041,0x0000001d,0x0000009a,0x0000001b,0x00000085,
-    0x0004003d,0x00000006,0x0000009b,0x0000009a,0x0004006f,0x00000018,0x0000009c,0x0000009b,
-    0x00050088,0x00000018,0x0000009d,0x00000099,0x0000009c,0x00050041,0x00000042,0x0000009f,
-    0x0000007f,0x0000009e,0x0003003e,0x0000009f,0x0000009d,0x0004003d,0x00000018,0x000000a0,
-    0x0000006e,0x0004003d,0x00000018,0x000000a1,0x0000004c,0x00050085,0x00000018,0x000000a2,
-    0x000000a1,0x00000082,0x00050081,0x00000018,0x000000a3,0x000000a0,0x000000a2,0x00050041,
-    0x0000001d,0x000000a4,0x0000001b,0x0000008f,0x0004003d,0x00000006,0x000000a5,0x000000a4,
-    0x0004006f,0x00000018,0x000000a6,0x000000a5,0x00050088,0x00000018,0x000000a7,0x000000a3,
-    0x000000a6,0x00050041,0x00000042,0x000000a9,0x0000007f,0x000000a8,0x0003003e,0x000000a9,
-    0x000000a7,0x00050041,0x0000001d,0x000000ab,0x0000001b,0x000000aa,0x0004003d,0x00000006,
-    0x000000ac,0x000000ab,0x000500aa,0x00000020,0x000000ad,0x000000ac,0x0000001c,0x000300f7,
-    0x000000af,0x00000000,0x000400fa,0x000000ad,0x000000ae,0x000000af,0x000200f8,0x000000ae,
-    0x0003003e,0x000000b0,0x000000b2,0x0003003e,0x000000b3,0x000000b5,0x0004003d,0x0000007d,
-    0x000000b6,0x0000007f,0x0004003d,0x0000007d,0x000000b7,0x000000b0,0x0007000c,0x0000007d,
-    0x000000b8,0x00000001,0x00000028,0x000000b6,0x000000b7,0x0004003d,0x0000007d,0x000000b9,
-    0x000000b3,0x0007000c,0x0000007d,0x000000ba,0x00000001,0x00000025,0x000000b8,0x000000b9,
-    0x0003003e,0x0000007f,0x000000ba,0x000200f9,0x000000af,0x000200f8,0x000000af,0x00050041,
-    0x0000001d,0x000000c0,0x0000001b,0x000000bf,0x0004003d,0x00000006,0x000000c1,0x000000c0,
-    0x0004003d,0x00000006,0x000000c2,0x0000002d,0x00050080,0x00000006,0x000000c3,0x000000c1,
-    0x000000c2,0x00060041,0x000000c8,0x000000c9,0x000000c7,0x00000038,0x00000038,0x0004003d,
-    0x0000007d,0x000000ca,0x000000c9,0x00060041,0x000000c8,0x000000cb,0x000000be,0x00000038,
-    0x000000c3,0x0003003e,0x000000cb,0x000000ca,0x0004003d,0x00000006,0x000000cc,0x0000002d,
-    0x0004003d,0x0000007d,0x000000cd,0x0000007f,0x00060041,0x000000c8,0x000000ce,0x000000be,
-    0x00000038,0x000000cc,0x0003003e,0x000000ce,0x000000cd,0x0004003d,0x00000006,0x000000cf,
-    0x0000002d,0x00050080,0x00000006,0x000000d0,0x000000cf,0x0000001c,0x0003003e,0x0000002d,
-    0x000000d0,0x000200f9,0x00000058,0x000200f8,0x00000058,0x0004003d,0x00000006,0x000000d1,
-    0x00000054,0x00050080,0x00000006,0x000000d2,0x000000d1,0x0000001c,0x0003003e,0x00000054,
-    0x000000d2,0x000200f9,0x00000055,0x000200f8,0x00000057,0x000200f9,0x0000003c,0x000200f8,
-    0x0000003c,0x0004003d,0x00000006,0x000000d3,0x00000037,0x00050080,0x00000006,0x000000d4,
-    0x000000d3,0x0000001c,0x0003003e,0x00000037,0x000000d4,0x000200f9,0x00000039,0x000200f8,
-    0x0000003b,0x000200f9,0x00000015,0x000200f8,0x00000015,0x00050041,0x0000001d,0x000000d5,
-    0x0000001b,0x00000038,0x0004003d,0x00000006,0x000000d6,0x000000d5,0x0004003d,0x00000006,
-    0x000000d7,0x00000008,0x00050080,0x00000006,0x000000d8,0x000000d7,0x000000d6,0x0003003e,
-    0x00000008,0x000000d8,0x000200f9,0x00000012,0x000200f8,0x00000014,0x000100fd,0x00010038
-};
-
-}}} // namespace cv::dnn::vkcom

modules/dnn/src/vkcom/shader/relu.comp

@@ -1,24 +0,0 @@
-#version 450
-#define LOCAL_SZ_X 32
-layout(push_constant) uniform pushBlock {
-      int total;
-      float slope;
-} p;
-
-layout(binding = 0) readonly buffer inbuf{
-    float in_buffer[];
-};
-
-layout(binding = 1) writeonly buffer outbuf{
-    float out_buffer[];
-};
-
-layout(local_size_x = LOCAL_SZ_X, local_size_y = 1, local_size_z = 1) in;
-void main()
-{
-    for (int i = int(gl_GlobalInvocationID.x); i < p.total; i += int(gl_NumWorkGroups.x * gl_WorkGroupSize.x))
-    {
-        float in_val = in_buffer[i];
-        out_buffer[i] = in_val >= 0.f ? in_val : p.slope * in_val;
-    }
-}

modules/dnn/src/vkcom/shader/relu_spv.cpp

@@ -1,78 +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) 2018, Intel Corporation, all rights reserved.
-// Third party copyrights are property of their respective owners.
-
-#include "../../precomp.hpp"
-
-namespace cv { namespace dnn { namespace vkcom {
-
-extern const unsigned int relu_spv[502] = {
-    0x07230203,0x00010000,0x00080001,0x0000004b,0x00000000,0x00020011,0x00000001,0x0006000b,
-    0x00000001,0x4c534c47,0x6474732e,0x3035342e,0x00000000,0x0003000e,0x00000000,0x00000001,
-    0x0007000f,0x00000005,0x00000004,0x6e69616d,0x00000000,0x0000000c,0x00000041,0x00060010,
-    0x00000004,0x00000011,0x00000020,0x00000001,0x00000001,0x00030003,0x00000002,0x000001c2,
-    0x00040005,0x00000004,0x6e69616d,0x00000000,0x00030005,0x00000008,0x00000069,0x00080005,
-    0x0000000c,0x475f6c67,0x61626f6c,0x766e496c,0x7461636f,0x496e6f69,0x00000044,0x00050005,
-    0x00000019,0x68737570,0x636f6c42,0x0000006b,0x00050006,0x00000019,0x00000000,0x61746f74,
-    0x0000006c,0x00050006,0x00000019,0x00000001,0x706f6c73,0x00000065,0x00030005,0x0000001b,
-    0x00000070,0x00040005,0x00000023,0x765f6e69,0x00006c61,0x00040005,0x00000025,0x75626e69,
-    0x00000066,0x00060006,0x00000025,0x00000000,0x625f6e69,0x65666675,0x00000072,0x00030005,
-    0x00000027,0x00000000,0x00040005,0x0000002d,0x6274756f,0x00006675,0x00060006,0x0000002d,
-    0x00000000,0x5f74756f,0x66667562,0x00007265,0x00030005,0x0000002f,0x00000000,0x00070005,
-    0x00000041,0x4e5f6c67,0x6f576d75,0x72476b72,0x7370756f,0x00000000,0x00040047,0x0000000c,
-    0x0000000b,0x0000001c,0x00050048,0x00000019,0x00000000,0x00000023,0x00000000,0x00050048,
-    0x00000019,0x00000001,0x00000023,0x00000004,0x00030047,0x00000019,0x00000002,0x00040047,
-    0x00000024,0x00000006,0x00000004,0x00040048,0x00000025,0x00000000,0x00000018,0x00050048,
-    0x00000025,0x00000000,0x00000023,0x00000000,0x00030047,0x00000025,0x00000003,0x00040047,
-    0x00000027,0x00000022,0x00000000,0x00040047,0x00000027,0x00000021,0x00000000,0x00040047,
-    0x0000002c,0x00000006,0x00000004,0x00040048,0x0000002d,0x00000000,0x00000019,0x00050048,
-    0x0000002d,0x00000000,0x00000023,0x00000000,0x00030047,0x0000002d,0x00000003,0x00040047,
-    0x0000002f,0x00000022,0x00000000,0x00040047,0x0000002f,0x00000021,0x00000001,0x00040047,
-    0x00000041,0x0000000b,0x00000018,0x00040047,0x0000004a,0x0000000b,0x00000019,0x00020013,
-    0x00000002,0x00030021,0x00000003,0x00000002,0x00040015,0x00000006,0x00000020,0x00000001,
-    0x00040020,0x00000007,0x00000007,0x00000006,0x00040015,0x00000009,0x00000020,0x00000000,
-    0x00040017,0x0000000a,0x00000009,0x00000003,0x00040020,0x0000000b,0x00000001,0x0000000a,
-    0x0004003b,0x0000000b,0x0000000c,0x00000001,0x0004002b,0x00000009,0x0000000d,0x00000000,
-    0x00040020,0x0000000e,0x00000001,0x00000009,0x00030016,0x00000018,0x00000020,0x0004001e,
-    0x00000019,0x00000006,0x00000018,0x00040020,0x0000001a,0x00000009,0x00000019,0x0004003b,
-    0x0000001a,0x0000001b,0x00000009,0x0004002b,0x00000006,0x0000001c,0x00000000,0x00040020,
-    0x0000001d,0x00000009,0x00000006,0x00020014,0x00000020,0x00040020,0x00000022,0x00000007,
-    0x00000018,0x0003001d,0x00000024,0x00000018,0x0003001e,0x00000025,0x00000024,0x00040020,
-    0x00000026,0x00000002,0x00000025,0x0004003b,0x00000026,0x00000027,0x00000002,0x00040020,
-    0x00000029,0x00000002,0x00000018,0x0003001d,0x0000002c,0x00000018,0x0003001e,0x0000002d,
-    0x0000002c,0x00040020,0x0000002e,0x00000002,0x0000002d,0x0004003b,0x0000002e,0x0000002f,
-    0x00000002,0x0004002b,0x00000018,0x00000033,0x00000000,0x0004002b,0x00000006,0x00000039,
-    0x00000001,0x00040020,0x0000003a,0x00000009,0x00000018,0x0004003b,0x0000000b,0x00000041,
-    0x00000001,0x0004002b,0x00000009,0x00000044,0x00000020,0x0004002b,0x00000009,0x00000049,
-    0x00000001,0x0006002c,0x0000000a,0x0000004a,0x00000044,0x00000049,0x00000049,0x00050036,
-    0x00000002,0x00000004,0x00000000,0x00000003,0x000200f8,0x00000005,0x0004003b,0x00000007,
-    0x00000008,0x00000007,0x0004003b,0x00000022,0x00000023,0x00000007,0x0004003b,0x00000022,
-    0x00000031,0x00000007,0x00050041,0x0000000e,0x0000000f,0x0000000c,0x0000000d,0x0004003d,
-    0x00000009,0x00000010,0x0000000f,0x0004007c,0x00000006,0x00000011,0x00000010,0x0003003e,
-    0x00000008,0x00000011,0x000200f9,0x00000012,0x000200f8,0x00000012,0x000400f6,0x00000014,
-    0x00000015,0x00000000,0x000200f9,0x00000016,0x000200f8,0x00000016,0x0004003d,0x00000006,
-    0x00000017,0x00000008,0x00050041,0x0000001d,0x0000001e,0x0000001b,0x0000001c,0x0004003d,
-    0x00000006,0x0000001f,0x0000001e,0x000500b1,0x00000020,0x00000021,0x00000017,0x0000001f,
-    0x000400fa,0x00000021,0x00000013,0x00000014,0x000200f8,0x00000013,0x0004003d,0x00000006,
-    0x00000028,0x00000008,0x00060041,0x00000029,0x0000002a,0x00000027,0x0000001c,0x00000028,
-    0x0004003d,0x00000018,0x0000002b,0x0000002a,0x0003003e,0x00000023,0x0000002b,0x0004003d,
-    0x00000006,0x00000030,0x00000008,0x0004003d,0x00000018,0x00000032,0x00000023,0x000500be,
-    0x00000020,0x00000034,0x00000032,0x00000033,0x000300f7,0x00000036,0x00000000,0x000400fa,
-    0x00000034,0x00000035,0x00000038,0x000200f8,0x00000035,0x0004003d,0x00000018,0x00000037,
-    0x00000023,0x0003003e,0x00000031,0x00000037,0x000200f9,0x00000036,0x000200f8,0x00000038,
-    0x00050041,0x0000003a,0x0000003b,0x0000001b,0x00000039,0x0004003d,0x00000018,0x0000003c,
-    0x0000003b,0x0004003d,0x00000018,0x0000003d,0x00000023,0x00050085,0x00000018,0x0000003e,
-    0x0000003c,0x0000003d,0x0003003e,0x00000031,0x0000003e,0x000200f9,0x00000036,0x000200f8,
-    0x00000036,0x0004003d,0x00000018,0x0000003f,0x00000031,0x00060041,0x00000029,0x00000040,
-    0x0000002f,0x0000001c,0x00000030,0x0003003e,0x00000040,0x0000003f,0x000200f9,0x00000015,
-    0x000200f8,0x00000015,0x00050041,0x0000000e,0x00000042,0x00000041,0x0000000d,0x0004003d,
-    0x00000009,0x00000043,0x00000042,0x00050084,0x00000009,0x00000045,0x00000043,0x00000044,
-    0x0004007c,0x00000006,0x00000046,0x00000045,0x0004003d,0x00000006,0x00000047,0x00000008,
-    0x00050080,0x00000006,0x00000048,0x00000047,0x00000046,0x0003003e,0x00000008,0x00000048,
-    0x000200f9,0x00000012,0x000200f8,0x00000014,0x000100fd,0x00010038
-};
-
-}}} // namespace cv::dnn::vkcom

modules/dnn/src/vkcom/shader/softmax.comp

@@ -1,78 +0,0 @@
-
-#version 450
-#define LOCAL_SZ_X 256
-
-layout(binding = 0) readonly buffer buf0{
-    float input_buffer[]; // outer_size * channels * channel_size
-};
-layout(binding = 1) buffer buf1{
-    float max_buffer[]; // outer_size * channel_size
-};
-layout(binding = 2) buffer buf2{
-    float sum_buffer[]; // outer_size * channel_size
-};
-layout(binding = 3) buffer buf3{
-    float output_buffer[]; // outer_size * channels * channel_size
-};
-layout(push_constant) uniform pushBlock {
-    int channel_size;
-    int outer_size;
-    int channels;
-    int logsoftmax;
-} p;
-layout(local_size_x = LOCAL_SZ_X, local_size_y = 1, local_size_z = 1) in;
-
-void main()
-{
-    int gid = int(gl_GlobalInvocationID.x);
-    if (gid >= p.outer_size) return;
-
-    int global_off = gid * p.channels * p.channel_size;
-    int reduced_buffer_off = gid * p.channel_size;
-
-    // find the max along channel
-    int index = global_off;
-    for (int i = 0; i < p.channel_size; ++i)
-    {
-        max_buffer[reduced_buffer_off + i] = input_buffer[index];
-        index++;
-    }
-    for (int c = 1; c < p.channels; ++c)
-    {
-        for (int i = 0; i < p.channel_size; ++i)
-        {
-            max_buffer[reduced_buffer_off + i] = max(max_buffer[reduced_buffer_off + i], input_buffer[index]);
-            index++;
-        }
-    }
-
-    // subtract, exp and accumulate along channel
-    for (int i = 0; i < p.channel_size; ++i)
-        sum_buffer[reduced_buffer_off + i] = 0.f;
-
-    index = global_off;
-    for (int c = 0; c < p.channels; ++c)
-    {
-        for (int i = 0; i < p.channel_size; ++i)
-        {
-            float exp_val = exp(input_buffer[index] - max_buffer[reduced_buffer_off + i]);
-            output_buffer[index] = exp_val;
-            sum_buffer[reduced_buffer_off + i] += exp_val;
-            index++;
-        }
-    }
-
-    // divide by computed sum
-    index = global_off;
-    for (int c = 0; c < p.channels; ++c)
-    {
-        for (int i = 0; i < p.channel_size; ++i)
-        {
-            float v = output_buffer[index] / sum_buffer[reduced_buffer_off + i];
-            if (p.logsoftmax == 1)
-                v = log(v);
-            output_buffer[index] = v;
-            index++;
-        }
-    }
-}

modules/dnn/src/vkcom/shader/softmax_spv.cpp

@@ -1,202 +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) 2018, Intel Corporation, all rights reserved.
-// Third party copyrights are property of their respective owners.
-
-#include "../../precomp.hpp"
-
-namespace cv { namespace dnn { namespace vkcom {
-
-extern const unsigned int softmax_spv[1496] = {
-    0x07230203,0x00010000,0x00080001,0x000000f4,0x00000000,0x00020011,0x00000001,0x0006000b,
-    0x00000001,0x4c534c47,0x6474732e,0x3035342e,0x00000000,0x0003000e,0x00000000,0x00000001,
-    0x0006000f,0x00000005,0x00000004,0x6e69616d,0x00000000,0x0000000c,0x00060010,0x00000004,
-    0x00000011,0x00000100,0x00000001,0x00000001,0x00030003,0x00000002,0x000001c2,0x00040005,
-    0x00000004,0x6e69616d,0x00000000,0x00030005,0x00000008,0x00646967,0x00080005,0x0000000c,
-    0x475f6c67,0x61626f6c,0x766e496c,0x7461636f,0x496e6f69,0x00000044,0x00050005,0x00000013,
-    0x68737570,0x636f6c42,0x0000006b,0x00070006,0x00000013,0x00000000,0x6e616863,0x5f6c656e,
-    0x657a6973,0x00000000,0x00060006,0x00000013,0x00000001,0x6574756f,0x69735f72,0x0000657a,
-    0x00060006,0x00000013,0x00000002,0x6e616863,0x736c656e,0x00000000,0x00060006,0x00000013,
-    0x00000003,0x73676f6c,0x6d74666f,0x00007861,0x00030005,0x00000015,0x00000070,0x00050005,
-    0x0000001f,0x626f6c67,0x6f5f6c61,0x00006666,0x00070005,0x00000029,0x75646572,0x5f646563,
-    0x66667562,0x6f5f7265,0x00006666,0x00040005,0x0000002e,0x65646e69,0x00000078,0x00030005,
-    0x00000030,0x00000069,0x00040005,0x0000003c,0x31667562,0x00000000,0x00060006,0x0000003c,
-    0x00000000,0x5f78616d,0x66667562,0x00007265,0x00030005,0x0000003e,0x00000000,0x00040005,
-    0x00000043,0x30667562,0x00000000,0x00070006,0x00000043,0x00000000,0x75706e69,0x75625f74,
-    0x72656666,0x00000000,0x00030005,0x00000045,0x00000000,0x00030005,0x0000004f,0x00000063,
-    0x00030005,0x00000059,0x00000069,0x00030005,0x00000076,0x00000069,0x00040005,0x00000081,
-    0x32667562,0x00000000,0x00060006,0x00000081,0x00000000,0x5f6d7573,0x66667562,0x00007265,
-    0x00030005,0x00000083,0x00000000,0x00030005,0x0000008c,0x00000063,0x00030005,0x00000096,
-    0x00000069,0x00040005,0x000000a1,0x5f707865,0x006c6176,0x00040005,0x000000ad,0x33667562,
-    0x00000000,0x00070006,0x000000ad,0x00000000,0x7074756f,0x625f7475,0x65666675,0x00000072,
-    0x00030005,0x000000af,0x00000000,0x00030005,0x000000c2,0x00000063,0x00030005,0x000000cc,
-    0x00000069,0x00030005,0x000000d6,0x00000076,0x00040047,0x0000000c,0x0000000b,0x0000001c,
-    0x00050048,0x00000013,0x00000000,0x00000023,0x00000000,0x00050048,0x00000013,0x00000001,
-    0x00000023,0x00000004,0x00050048,0x00000013,0x00000002,0x00000023,0x00000008,0x00050048,
-    0x00000013,0x00000003,0x00000023,0x0000000c,0x00030047,0x00000013,0x00000002,0x00040047,
-    0x0000003b,0x00000006,0x00000004,0x00050048,0x0000003c,0x00000000,0x00000023,0x00000000,
-    0x00030047,0x0000003c,0x00000003,0x00040047,0x0000003e,0x00000022,0x00000000,0x00040047,
-    0x0000003e,0x00000021,0x00000001,0x00040047,0x00000042,0x00000006,0x00000004,0x00040048,
-    0x00000043,0x00000000,0x00000018,0x00050048,0x00000043,0x00000000,0x00000023,0x00000000,
-    0x00030047,0x00000043,0x00000003,0x00040047,0x00000045,0x00000022,0x00000000,0x00040047,
-    0x00000045,0x00000021,0x00000000,0x00040047,0x00000080,0x00000006,0x00000004,0x00050048,
-    0x00000081,0x00000000,0x00000023,0x00000000,0x00030047,0x00000081,0x00000003,0x00040047,
-    0x00000083,0x00000022,0x00000000,0x00040047,0x00000083,0x00000021,0x00000002,0x00040047,
-    0x000000ac,0x00000006,0x00000004,0x00050048,0x000000ad,0x00000000,0x00000023,0x00000000,
-    0x00030047,0x000000ad,0x00000003,0x00040047,0x000000af,0x00000022,0x00000000,0x00040047,
-    0x000000af,0x00000021,0x00000003,0x00040047,0x000000f3,0x0000000b,0x00000019,0x00020013,
-    0x00000002,0x00030021,0x00000003,0x00000002,0x00040015,0x00000006,0x00000020,0x00000001,
-    0x00040020,0x00000007,0x00000007,0x00000006,0x00040015,0x00000009,0x00000020,0x00000000,
-    0x00040017,0x0000000a,0x00000009,0x00000003,0x00040020,0x0000000b,0x00000001,0x0000000a,
-    0x0004003b,0x0000000b,0x0000000c,0x00000001,0x0004002b,0x00000009,0x0000000d,0x00000000,
-    0x00040020,0x0000000e,0x00000001,0x00000009,0x0006001e,0x00000013,0x00000006,0x00000006,
-    0x00000006,0x00000006,0x00040020,0x00000014,0x00000009,0x00000013,0x0004003b,0x00000014,
-    0x00000015,0x00000009,0x0004002b,0x00000006,0x00000016,0x00000001,0x00040020,0x00000017,
-    0x00000009,0x00000006,0x00020014,0x0000001a,0x0004002b,0x00000006,0x00000021,0x00000002,
-    0x0004002b,0x00000006,0x00000025,0x00000000,0x00030016,0x0000003a,0x00000020,0x0003001d,
-    0x0000003b,0x0000003a,0x0003001e,0x0000003c,0x0000003b,0x00040020,0x0000003d,0x00000002,
-    0x0000003c,0x0004003b,0x0000003d,0x0000003e,0x00000002,0x0003001d,0x00000042,0x0000003a,
-    0x0003001e,0x00000043,0x00000042,0x00040020,0x00000044,0x00000002,0x00000043,0x0004003b,
-    0x00000044,0x00000045,0x00000002,0x00040020,0x00000047,0x00000002,0x0000003a,0x0003001d,
-    0x00000080,0x0000003a,0x0003001e,0x00000081,0x00000080,0x00040020,0x00000082,0x00000002,
-    0x00000081,0x0004003b,0x00000082,0x00000083,0x00000002,0x0004002b,0x0000003a,0x00000087,
-    0x00000000,0x00040020,0x000000a0,0x00000007,0x0000003a,0x0003001d,0x000000ac,0x0000003a,
-    0x0003001e,0x000000ad,0x000000ac,0x00040020,0x000000ae,0x00000002,0x000000ad,0x0004003b,
-    0x000000ae,0x000000af,0x00000002,0x0004002b,0x00000006,0x000000e0,0x00000003,0x0004002b,
-    0x00000009,0x000000f1,0x00000100,0x0004002b,0x00000009,0x000000f2,0x00000001,0x0006002c,
-    0x0000000a,0x000000f3,0x000000f1,0x000000f2,0x000000f2,0x00050036,0x00000002,0x00000004,
-    0x00000000,0x00000003,0x000200f8,0x00000005,0x0004003b,0x00000007,0x00000008,0x00000007,
-    0x0004003b,0x00000007,0x0000001f,0x00000007,0x0004003b,0x00000007,0x00000029,0x00000007,
-    0x0004003b,0x00000007,0x0000002e,0x00000007,0x0004003b,0x00000007,0x00000030,0x00000007,
-    0x0004003b,0x00000007,0x0000004f,0x00000007,0x0004003b,0x00000007,0x00000059,0x00000007,
-    0x0004003b,0x00000007,0x00000076,0x00000007,0x0004003b,0x00000007,0x0000008c,0x00000007,
-    0x0004003b,0x00000007,0x00000096,0x00000007,0x0004003b,0x000000a0,0x000000a1,0x00000007,
-    0x0004003b,0x00000007,0x000000c2,0x00000007,0x0004003b,0x00000007,0x000000cc,0x00000007,
-    0x0004003b,0x000000a0,0x000000d6,0x00000007,0x00050041,0x0000000e,0x0000000f,0x0000000c,
-    0x0000000d,0x0004003d,0x00000009,0x00000010,0x0000000f,0x0004007c,0x00000006,0x00000011,
-    0x00000010,0x0003003e,0x00000008,0x00000011,0x0004003d,0x00000006,0x00000012,0x00000008,
-    0x00050041,0x00000017,0x00000018,0x00000015,0x00000016,0x0004003d,0x00000006,0x00000019,
-    0x00000018,0x000500af,0x0000001a,0x0000001b,0x00000012,0x00000019,0x000300f7,0x0000001d,
-    0x00000000,0x000400fa,0x0000001b,0x0000001c,0x0000001d,0x000200f8,0x0000001c,0x000100fd,
-    0x000200f8,0x0000001d,0x0004003d,0x00000006,0x00000020,0x00000008,0x00050041,0x00000017,
-    0x00000022,0x00000015,0x00000021,0x0004003d,0x00000006,0x00000023,0x00000022,0x00050084,
-    0x00000006,0x00000024,0x00000020,0x00000023,0x00050041,0x00000017,0x00000026,0x00000015,
-    0x00000025,0x0004003d,0x00000006,0x00000027,0x00000026,0x00050084,0x00000006,0x00000028,
-    0x00000024,0x00000027,0x0003003e,0x0000001f,0x00000028,0x0004003d,0x00000006,0x0000002a,
-    0x00000008,0x00050041,0x00000017,0x0000002b,0x00000015,0x00000025,0x0004003d,0x00000006,
-    0x0000002c,0x0000002b,0x00050084,0x00000006,0x0000002d,0x0000002a,0x0000002c,0x0003003e,
-    0x00000029,0x0000002d,0x0004003d,0x00000006,0x0000002f,0x0000001f,0x0003003e,0x0000002e,
-    0x0000002f,0x0003003e,0x00000030,0x00000025,0x000200f9,0x00000031,0x000200f8,0x00000031,
-    0x000400f6,0x00000033,0x00000034,0x00000000,0x000200f9,0x00000035,0x000200f8,0x00000035,
-    0x0004003d,0x00000006,0x00000036,0x00000030,0x00050041,0x00000017,0x00000037,0x00000015,
-    0x00000025,0x0004003d,0x00000006,0x00000038,0x00000037,0x000500b1,0x0000001a,0x00000039,
-    0x00000036,0x00000038,0x000400fa,0x00000039,0x00000032,0x00000033,0x000200f8,0x00000032,
-    0x0004003d,0x00000006,0x0000003f,0x00000029,0x0004003d,0x00000006,0x00000040,0x00000030,
-    0x00050080,0x00000006,0x00000041,0x0000003f,0x00000040,0x0004003d,0x00000006,0x00000046,
-    0x0000002e,0x00060041,0x00000047,0x00000048,0x00000045,0x00000025,0x00000046,0x0004003d,
-    0x0000003a,0x00000049,0x00000048,0x00060041,0x00000047,0x0000004a,0x0000003e,0x00000025,
-    0x00000041,0x0003003e,0x0000004a,0x00000049,0x0004003d,0x00000006,0x0000004b,0x0000002e,
-    0x00050080,0x00000006,0x0000004c,0x0000004b,0x00000016,0x0003003e,0x0000002e,0x0000004c,
-    0x000200f9,0x00000034,0x000200f8,0x00000034,0x0004003d,0x00000006,0x0000004d,0x00000030,
-    0x00050080,0x00000006,0x0000004e,0x0000004d,0x00000016,0x0003003e,0x00000030,0x0000004e,
-    0x000200f9,0x00000031,0x000200f8,0x00000033,0x0003003e,0x0000004f,0x00000016,0x000200f9,
-    0x00000050,0x000200f8,0x00000050,0x000400f6,0x00000052,0x00000053,0x00000000,0x000200f9,
-    0x00000054,0x000200f8,0x00000054,0x0004003d,0x00000006,0x00000055,0x0000004f,0x00050041,
-    0x00000017,0x00000056,0x00000015,0x00000021,0x0004003d,0x00000006,0x00000057,0x00000056,
-    0x000500b1,0x0000001a,0x00000058,0x00000055,0x00000057,0x000400fa,0x00000058,0x00000051,
-    0x00000052,0x000200f8,0x00000051,0x0003003e,0x00000059,0x00000025,0x000200f9,0x0000005a,
-    0x000200f8,0x0000005a,0x000400f6,0x0000005c,0x0000005d,0x00000000,0x000200f9,0x0000005e,
-    0x000200f8,0x0000005e,0x0004003d,0x00000006,0x0000005f,0x00000059,0x00050041,0x00000017,
-    0x00000060,0x00000015,0x00000025,0x0004003d,0x00000006,0x00000061,0x00000060,0x000500b1,
-    0x0000001a,0x00000062,0x0000005f,0x00000061,0x000400fa,0x00000062,0x0000005b,0x0000005c,
-    0x000200f8,0x0000005b,0x0004003d,0x00000006,0x00000063,0x00000029,0x0004003d,0x00000006,
-    0x00000064,0x00000059,0x00050080,0x00000006,0x00000065,0x00000063,0x00000064,0x0004003d,
-    0x00000006,0x00000066,0x00000029,0x0004003d,0x00000006,0x00000067,0x00000059,0x00050080,
-    0x00000006,0x00000068,0x00000066,0x00000067,0x00060041,0x00000047,0x00000069,0x0000003e,
-    0x00000025,0x00000068,0x0004003d,0x0000003a,0x0000006a,0x00000069,0x0004003d,0x00000006,
-    0x0000006b,0x0000002e,0x00060041,0x00000047,0x0000006c,0x00000045,0x00000025,0x0000006b,
-    0x0004003d,0x0000003a,0x0000006d,0x0000006c,0x0007000c,0x0000003a,0x0000006e,0x00000001,
-    0x00000028,0x0000006a,0x0000006d,0x00060041,0x00000047,0x0000006f,0x0000003e,0x00000025,
-    0x00000065,0x0003003e,0x0000006f,0x0000006e,0x0004003d,0x00000006,0x00000070,0x0000002e,
-    0x00050080,0x00000006,0x00000071,0x00000070,0x00000016,0x0003003e,0x0000002e,0x00000071,
-    0x000200f9,0x0000005d,0x000200f8,0x0000005d,0x0004003d,0x00000006,0x00000072,0x00000059,
-    0x00050080,0x00000006,0x00000073,0x00000072,0x00000016,0x0003003e,0x00000059,0x00000073,
-    0x000200f9,0x0000005a,0x000200f8,0x0000005c,0x000200f9,0x00000053,0x000200f8,0x00000053,
-    0x0004003d,0x00000006,0x00000074,0x0000004f,0x00050080,0x00000006,0x00000075,0x00000074,
-    0x00000016,0x0003003e,0x0000004f,0x00000075,0x000200f9,0x00000050,0x000200f8,0x00000052,
-    0x0003003e,0x00000076,0x00000025,0x000200f9,0x00000077,0x000200f8,0x00000077,0x000400f6,
-    0x00000079,0x0000007a,0x00000000,0x000200f9,0x0000007b,0x000200f8,0x0000007b,0x0004003d,
-    0x00000006,0x0000007c,0x00000076,0x00050041,0x00000017,0x0000007d,0x00000015,0x00000025,
-    0x0004003d,0x00000006,0x0000007e,0x0000007d,0x000500b1,0x0000001a,0x0000007f,0x0000007c,
-    0x0000007e,0x000400fa,0x0000007f,0x00000078,0x00000079,0x000200f8,0x00000078,0x0004003d,
-    0x00000006,0x00000084,0x00000029,0x0004003d,0x00000006,0x00000085,0x00000076,0x00050080,
-    0x00000006,0x00000086,0x00000084,0x00000085,0x00060041,0x00000047,0x00000088,0x00000083,
-    0x00000025,0x00000086,0x0003003e,0x00000088,0x00000087,0x000200f9,0x0000007a,0x000200f8,
-    0x0000007a,0x0004003d,0x00000006,0x00000089,0x00000076,0x00050080,0x00000006,0x0000008a,
-    0x00000089,0x00000016,0x0003003e,0x00000076,0x0000008a,0x000200f9,0x00000077,0x000200f8,
-    0x00000079,0x0004003d,0x00000006,0x0000008b,0x0000001f,0x0003003e,0x0000002e,0x0000008b,
-    0x0003003e,0x0000008c,0x00000025,0x000200f9,0x0000008d,0x000200f8,0x0000008d,0x000400f6,
-    0x0000008f,0x00000090,0x00000000,0x000200f9,0x00000091,0x000200f8,0x00000091,0x0004003d,
-    0x00000006,0x00000092,0x0000008c,0x00050041,0x00000017,0x00000093,0x00000015,0x00000021,
-    0x0004003d,0x00000006,0x00000094,0x00000093,0x000500b1,0x0000001a,0x00000095,0x00000092,
-    0x00000094,0x000400fa,0x00000095,0x0000008e,0x0000008f,0x000200f8,0x0000008e,0x0003003e,
-    0x00000096,0x00000025,0x000200f9,0x00000097,0x000200f8,0x00000097,0x000400f6,0x00000099,
-    0x0000009a,0x00000000,0x000200f9,0x0000009b,0x000200f8,0x0000009b,0x0004003d,0x00000006,
-    0x0000009c,0x00000096,0x00050041,0x00000017,0x0000009d,0x00000015,0x00000025,0x0004003d,
-    0x00000006,0x0000009e,0x0000009d,0x000500b1,0x0000001a,0x0000009f,0x0000009c,0x0000009e,
-    0x000400fa,0x0000009f,0x00000098,0x00000099,0x000200f8,0x00000098,0x0004003d,0x00000006,
-    0x000000a2,0x0000002e,0x00060041,0x00000047,0x000000a3,0x00000045,0x00000025,0x000000a2,
-    0x0004003d,0x0000003a,0x000000a4,0x000000a3,0x0004003d,0x00000006,0x000000a5,0x00000029,
-    0x0004003d,0x00000006,0x000000a6,0x00000096,0x00050080,0x00000006,0x000000a7,0x000000a5,
-    0x000000a6,0x00060041,0x00000047,0x000000a8,0x0000003e,0x00000025,0x000000a7,0x0004003d,
-    0x0000003a,0x000000a9,0x000000a8,0x00050083,0x0000003a,0x000000aa,0x000000a4,0x000000a9,
-    0x0006000c,0x0000003a,0x000000ab,0x00000001,0x0000001b,0x000000aa,0x0003003e,0x000000a1,
-    0x000000ab,0x0004003d,0x00000006,0x000000b0,0x0000002e,0x0004003d,0x0000003a,0x000000b1,
-    0x000000a1,0x00060041,0x00000047,0x000000b2,0x000000af,0x00000025,0x000000b0,0x0003003e,
-    0x000000b2,0x000000b1,0x0004003d,0x00000006,0x000000b3,0x00000029,0x0004003d,0x00000006,
-    0x000000b4,0x00000096,0x00050080,0x00000006,0x000000b5,0x000000b3,0x000000b4,0x0004003d,
-    0x0000003a,0x000000b6,0x000000a1,0x00060041,0x00000047,0x000000b7,0x00000083,0x00000025,
-    0x000000b5,0x0004003d,0x0000003a,0x000000b8,0x000000b7,0x00050081,0x0000003a,0x000000b9,
-    0x000000b8,0x000000b6,0x00060041,0x00000047,0x000000ba,0x00000083,0x00000025,0x000000b5,
-    0x0003003e,0x000000ba,0x000000b9,0x0004003d,0x00000006,0x000000bb,0x0000002e,0x00050080,
-    0x00000006,0x000000bc,0x000000bb,0x00000016,0x0003003e,0x0000002e,0x000000bc,0x000200f9,
-    0x0000009a,0x000200f8,0x0000009a,0x0004003d,0x00000006,0x000000bd,0x00000096,0x00050080,
-    0x00000006,0x000000be,0x000000bd,0x00000016,0x0003003e,0x00000096,0x000000be,0x000200f9,
-    0x00000097,0x000200f8,0x00000099,0x000200f9,0x00000090,0x000200f8,0x00000090,0x0004003d,
-    0x00000006,0x000000bf,0x0000008c,0x00050080,0x00000006,0x000000c0,0x000000bf,0x00000016,
-    0x0003003e,0x0000008c,0x000000c0,0x000200f9,0x0000008d,0x000200f8,0x0000008f,0x0004003d,
-    0x00000006,0x000000c1,0x0000001f,0x0003003e,0x0000002e,0x000000c1,0x0003003e,0x000000c2,
-    0x00000025,0x000200f9,0x000000c3,0x000200f8,0x000000c3,0x000400f6,0x000000c5,0x000000c6,
-    0x00000000,0x000200f9,0x000000c7,0x000200f8,0x000000c7,0x0004003d,0x00000006,0x000000c8,
-    0x000000c2,0x00050041,0x00000017,0x000000c9,0x00000015,0x00000021,0x0004003d,0x00000006,
-    0x000000ca,0x000000c9,0x000500b1,0x0000001a,0x000000cb,0x000000c8,0x000000ca,0x000400fa,
-    0x000000cb,0x000000c4,0x000000c5,0x000200f8,0x000000c4,0x0003003e,0x000000cc,0x00000025,
-    0x000200f9,0x000000cd,0x000200f8,0x000000cd,0x000400f6,0x000000cf,0x000000d0,0x00000000,
-    0x000200f9,0x000000d1,0x000200f8,0x000000d1,0x0004003d,0x00000006,0x000000d2,0x000000cc,
-    0x00050041,0x00000017,0x000000d3,0x00000015,0x00000025,0x0004003d,0x00000006,0x000000d4,
-    0x000000d3,0x000500b1,0x0000001a,0x000000d5,0x000000d2,0x000000d4,0x000400fa,0x000000d5,
-    0x000000ce,0x000000cf,0x000200f8,0x000000ce,0x0004003d,0x00000006,0x000000d7,0x0000002e,
-    0x00060041,0x00000047,0x000000d8,0x000000af,0x00000025,0x000000d7,0x0004003d,0x0000003a,
-    0x000000d9,0x000000d8,0x0004003d,0x00000006,0x000000da,0x00000029,0x0004003d,0x00000006,
-    0x000000db,0x000000cc,0x00050080,0x00000006,0x000000dc,0x000000da,0x000000db,0x00060041,
-    0x00000047,0x000000dd,0x00000083,0x00000025,0x000000dc,0x0004003d,0x0000003a,0x000000de,
-    0x000000dd,0x00050088,0x0000003a,0x000000df,0x000000d9,0x000000de,0x0003003e,0x000000d6,
-    0x000000df,0x00050041,0x00000017,0x000000e1,0x00000015,0x000000e0,0x0004003d,0x00000006,
-    0x000000e2,0x000000e1,0x000500aa,0x0000001a,0x000000e3,0x000000e2,0x00000016,0x000300f7,
-    0x000000e5,0x00000000,0x000400fa,0x000000e3,0x000000e4,0x000000e5,0x000200f8,0x000000e4,
-    0x0004003d,0x0000003a,0x000000e6,0x000000d6,0x0006000c,0x0000003a,0x000000e7,0x00000001,
-    0x0000001c,0x000000e6,0x0003003e,0x000000d6,0x000000e7,0x000200f9,0x000000e5,0x000200f8,
-    0x000000e5,0x0004003d,0x00000006,0x000000e8,0x0000002e,0x0004003d,0x0000003a,0x000000e9,
-    0x000000d6,0x00060041,0x00000047,0x000000ea,0x000000af,0x00000025,0x000000e8,0x0003003e,
-    0x000000ea,0x000000e9,0x0004003d,0x00000006,0x000000eb,0x0000002e,0x00050080,0x00000006,
-    0x000000ec,0x000000eb,0x00000016,0x0003003e,0x0000002e,0x000000ec,0x000200f9,0x000000d0,
-    0x000200f8,0x000000d0,0x0004003d,0x00000006,0x000000ed,0x000000cc,0x00050080,0x00000006,
-    0x000000ee,0x000000ed,0x00000016,0x0003003e,0x000000cc,0x000000ee,0x000200f9,0x000000cd,
-    0x000200f8,0x000000cf,0x000200f9,0x000000c6,0x000200f8,0x000000c6,0x0004003d,0x00000006,
-    0x000000ef,0x000000c2,0x00050080,0x00000006,0x000000f0,0x000000ef,0x00000016,0x0003003e,
-    0x000000c2,0x000000f0,0x000200f9,0x000000c3,0x000200f8,0x000000c5,0x000100fd,0x00010038
-};
-
-}}} // namespace cv::dnn::vkcom

modules/dnn/src/vkcom/shader/spirv_generator.py

@@ -13,10 +13,8 @@ dir = "./"
 license_decl = \
 '// This file is part of OpenCV project.\n'\
 '// It is subject to the license terms in the LICENSE file found in the top-level directory\n'\
-'// of this distribution and at http://opencv.org/license.html.\n'\
-'//\n'\
-'// Copyright (C) 2018, Intel Corporation, all rights reserved.\n'\
-'// Third party copyrights are property of their respective owners.\n\n'
+'// of this distribution and at http://opencv.org/license.html.\n\n'
+
 precomp = '#include \"../../precomp.hpp\"\n'
 ns_head = '\nnamespace cv { namespace dnn { namespace vkcom {\n\n'
 ns_tail = '\n}}} // namespace cv::dnn::vkcom\n'
@@ -27,6 +25,12 @@ headfile.write('#ifndef OPENCV_DNN_SPV_SHADER_HPP\n')
 headfile.write('#define OPENCV_DNN_SPV_SHADER_HPP\n\n')
 headfile.write(ns_head)
 
+cppfile = open('spv_shader.cpp', 'w')
+cppfile.write(license_decl)
+cppfile.write(precomp)
+cppfile.write('#include \"spv_shader.hpp\"\n')
+cppfile.write(ns_head)
+
 cmd_remove = ''
 null_out = ''
 if sys.platform.find('win32') != -1:
@@ -35,24 +39,30 @@ if sys.platform.find('win32') != -1:
 elif sys.platform.find('linux') != -1:
     cmd_remove = 'rm'
     null_out = ' > /dev/null 2>&1'
+else:
+    cmd_remove = 'rm'
+
+insertList = []
+externList = []
 
 list = os.listdir(dir)
 for i in range(0, len(list)):
     if (os.path.splitext(list[i])[-1] != '.comp'):
         continue
-    prefix = os.path.splitext(list[i])[0];
+    prefix = os.path.splitext(list[i])[0]
     path = os.path.join(dir, list[i])
 
 
     bin_file = prefix + '.tmp'
     cmd = ' glslangValidator -V ' + path + ' -S comp -o ' + bin_file
-    print('compiling')
+    print('Run cmd = ', cmd)
+
     if os.system(cmd) != 0:
-        continue;
+        continue
     size = os.path.getsize(bin_file)
 
     spv_txt_file = prefix + '.spv'
-    cmd = 'glslangValidator -V ' + path + ' -S comp -o ' + spv_txt_file + ' -x' + null_out
+    cmd = 'glslangValidator -V ' + path + ' -S comp -o ' + spv_txt_file  + ' -x' #+ null_out
     os.system(cmd)
 
     infile_name = spv_txt_file
@@ -78,11 +88,32 @@ for i in range(0, len(list)):
 
     # write a line into header file
     fmt = 'extern const unsigned int %s[%d];\n' % (array_name, size/4)
-    headfile.write(fmt)
+    externList.append(fmt)
+    fmt = '    SPVMaps.insert(std::make_pair("%s", std::make_pair(%s, %d)));\n' % (array_name, array_name, size/4)
+    insertList.append(fmt)
 
     os.system(cmd_remove + ' ' + bin_file)
     os.system(cmd_remove + ' ' + spv_txt_file)
 
+for fmt in externList:
+    headfile.write(fmt)
+
+# write to head file
+headfile.write('\n')
+headfile.write('extern std::map<std::string, std::pair<const unsigned int *, size_t> > SPVMaps;\n\n')
+headfile.write('void initSPVMaps();\n')
+
 headfile.write(ns_tail)
 headfile.write('\n#endif /* OPENCV_DNN_SPV_SHADER_HPP */\n')
-headfile.close();
+headfile.close()
+
+# write to cpp file
+cppfile.write('std::map<std::string, std::pair<const unsigned int *, size_t> > SPVMaps;\n\n')
+cppfile.write('void initSPVMaps()\n{\n')
+
+for fmt in insertList:
+    cppfile.write(fmt)
+
+cppfile.write('}\n')
+cppfile.write(ns_tail)
+cppfile.close()

modules/dnn/src/vkcom/shader/spv_shader.cpp

@@ -0,0 +1,21 @@
+// 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.
+
+#include "../../precomp.hpp"
+#include "spv_shader.hpp"
+
+namespace cv { namespace dnn { namespace vkcom {
+
+std::map<std::string, std::pair<const unsigned int *, size_t> > SPVMaps;
+
+void initSPVMaps()
+{
+    SPVMaps.insert(std::make_pair("conv_1x1_fast_spv", std::make_pair(conv_1x1_fast_spv, 3134)));
+    SPVMaps.insert(std::make_pair("gemm_spv", std::make_pair(gemm_spv, 2902)));
+    SPVMaps.insert(std::make_pair("conv_depthwise_3x3_spv", std::make_pair(conv_depthwise_3x3_spv, 1977)));
+    SPVMaps.insert(std::make_pair("conv_implicit_gemm_spv", std::make_pair(conv_implicit_gemm_spv, 3565)));
+    SPVMaps.insert(std::make_pair("conv_depthwise_spv", std::make_pair(conv_depthwise_spv, 2092)));
+}
+
+}}} // namespace cv::dnn::vkcom

modules/dnn/src/vkcom/shader/spv_shader.hpp

@@ -1,9 +1,6 @@
 // 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) 2018, Intel Corporation, all rights reserved.
-// Third party copyrights are property of their respective owners.
 
 #ifndef OPENCV_DNN_SPV_SHADER_HPP
 #define OPENCV_DNN_SPV_SHADER_HPP
@@ -11,18 +8,15 @@
 
 namespace cv { namespace dnn { namespace vkcom {
 
-extern const unsigned int dw_conv_spv[1760];
-extern const unsigned int permute_spv[765];
-extern const unsigned int conv48_spv[7458];
-extern const unsigned int conv48_nobias_spv[7182];
-extern const unsigned int lrn_spv[1845];
-extern const unsigned int concat_spv[541];
-extern const unsigned int avg_pool_spv[1538];
-extern const unsigned int softmax_spv[1496];
-extern const unsigned int prior_box_spv[1480];
-extern const unsigned int max_pool_spv[1449];
-extern const unsigned int relu_spv[502];
-extern const unsigned int conv_spv[1894];
+extern const unsigned int conv_1x1_fast_spv[3134];
+extern const unsigned int gemm_spv[2902];
+extern const unsigned int conv_depthwise_3x3_spv[1977];
+extern const unsigned int conv_implicit_gemm_spv[3565];
+extern const unsigned int conv_depthwise_spv[2092];
+
+extern std::map<std::string, std::pair<const unsigned int *, size_t> > SPVMaps;
+
+void initSPVMaps();
 
 }}} // namespace cv::dnn::vkcom
 

modules/dnn/src/vkcom/src/buffer.cpp

@@ -6,7 +6,6 @@
 // Third party copyrights are property of their respective owners.
 
 #include "../../precomp.hpp"
-#include "common.hpp"
 #include "internal.hpp"
 #include "../include/buffer.hpp"
 
@@ -16,59 +15,64 @@ namespace cv { namespace dnn { namespace vkcom {
 
 static uint32_t findMemoryType(uint32_t memoryTypeBits, VkMemoryPropertyFlags properties)
 {
-    VkPhysicalDeviceMemoryProperties memoryProperties;
-
-    vkGetPhysicalDeviceMemoryProperties(kPhysicalDevice, &memoryProperties);
-
-    for (uint32_t i = 0; i < memoryProperties.memoryTypeCount; ++i) {
+    for (uint32_t i = 0; i < physicalDeviceMemoryProperties.memoryTypeCount; ++i)
+    {
         if ((memoryTypeBits & (1 << i)) &&
-                ((memoryProperties.memoryTypes[i].propertyFlags & properties) == properties))
+                ((physicalDeviceMemoryProperties.memoryTypes[i].propertyFlags & properties) == properties))
             return i;
     }
-    return -1;
+    return uint32_t(-1);
+}
+
+Buffer::Buffer(VkBufferUsageFlags usageFlag) : usageFlag_(usageFlag), buffer_(VK_NULL_HANDLE), memory_(VK_NULL_HANDLE)
+{
 }
 
 bool Buffer::init(size_t size_in_bytes, const char* data)
 {
     if (buffer_ != VK_NULL_HANDLE)
     {
-        printf("Warn: Buffer object already inited\n");
+        CV_LOG_WARNING(NULL, "Warn: Buffer object already inited!");
         return false;
     }
 
     VkBufferCreateInfo bufferCreateInfo = {};
     bufferCreateInfo.sType = VK_STRUCTURE_TYPE_BUFFER_CREATE_INFO;
-    bufferCreateInfo.size = size_in_bytes;
-    bufferCreateInfo.usage = VK_BUFFER_USAGE_STORAGE_BUFFER_BIT;
+    bufferCreateInfo.size = (VkDeviceSize)size_in_bytes;
+    bufferCreateInfo.usage = usageFlag_;
     bufferCreateInfo.sharingMode = VK_SHARING_MODE_EXCLUSIVE;
-    VK_CHECK_RESULT(vkCreateBuffer(device_, &bufferCreateInfo, NULL, &buffer_));
+    VK_CHECK_RESULT(vkCreateBuffer(kDevice, &bufferCreateInfo, NULL, &buffer_));
 
     VkMemoryRequirements memoryRequirements;
-    vkGetBufferMemoryRequirements(device_, buffer_, &memoryRequirements);
+    vkGetBufferMemoryRequirements(kDevice, buffer_, &memoryRequirements);
 
     VkMemoryAllocateInfo allocateInfo = {};
     allocateInfo.sType = VK_STRUCTURE_TYPE_MEMORY_ALLOCATE_INFO;
     allocateInfo.allocationSize = memoryRequirements.size;
+
+    // TODO: Try to optimize the memory at discrete graphics card. For AMD and GPU discrete graphics card,
+    //  we should use VK_MEMORY_PROPERTY_DEVICE_LOCAL_BIT.
+
     allocateInfo.memoryTypeIndex = findMemoryType(memoryRequirements.memoryTypeBits,
                                                   VK_MEMORY_PROPERTY_HOST_COHERENT_BIT |
-                                                  VK_MEMORY_PROPERTY_HOST_VISIBLE_BIT);
-    VK_CHECK_RESULT(vkAllocateMemory(device_, &allocateInfo, NULL, &memory_));
+                                                  VK_MEMORY_PROPERTY_HOST_VISIBLE_BIT
+                                                  );
+    VK_CHECK_RESULT(vkAllocateMemory(kDevice, &allocateInfo, NULL, &memory_));
 
     if (data)
     {
         char* dst;
-        VK_CHECK_RESULT(vkMapMemory(device_, memory_, 0, size_in_bytes, 0, (void **)&dst));
+        VK_CHECK_RESULT(vkMapMemory(kDevice, memory_, 0, size_in_bytes, 0, (void **)&dst));
         memcpy(dst, data, size_in_bytes);
-        vkUnmapMemory(device_, memory_);
+        vkUnmapMemory(kDevice, memory_);
     }
 
-    VK_CHECK_RESULT(vkBindBufferMemory(device_, buffer_, memory_, 0));
+    VK_CHECK_RESULT(vkBindBufferMemory(kDevice, buffer_, memory_, 0));
     return true;
 }
 
-Buffer::Buffer(VkDevice& device, size_t size_in_bytes, const char* data)
+Buffer::Buffer(size_t size_in_bytes, const char* data, VkBufferUsageFlags usageFlag) : usageFlag_(usageFlag)
 {
-    device_ = device;
     buffer_ = VK_NULL_HANDLE;
     memory_ = VK_NULL_HANDLE;
     init(size_in_bytes, data);
@@ -76,8 +80,8 @@ Buffer::Buffer(VkDevice& device, size_t size_in_bytes, const char* data)
 
 Buffer::~Buffer()
 {
-    vkFreeMemory(device_, memory_, NULL);
-    vkDestroyBuffer(device_, buffer_, NULL);
+    vkFreeMemory(kDevice, memory_, NULL);
+    vkDestroyBuffer(kDevice, buffer_, NULL);
 }
 
 #endif // HAVE_VULKAN

modules/dnn/src/vkcom/src/command.cpp

@@ -0,0 +1,182 @@
+// 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.
+
+/*
+The code has referenced MNN (https://github.com/alibaba/MNN/blob/2.4.0/source/backend/vulkan/component/VulkanCommandPool.cpp)
+and adapted for OpenCV by Zihao Mu.
+Below is the original copyright:
+*/
+
+//
+//  VulkanCommandPool.cpp
+//  MNN
+//
+//  Created by MNN on 2019/01/31.
+//  Copyright © 2018, Alibaba Group Holding Limited
+//
+
+#include "../../precomp.hpp"
+#include "internal.hpp"
+#include "../include/command.hpp"
+
+namespace cv { namespace dnn { namespace vkcom {
+
+#ifdef HAVE_VULKAN
+
+// *********************** CommandBuffer ********************
+CommandBuffer::CommandBuffer(CommandPool* pool) : cmdPool(pool)
+{
+    CV_Assert(cmdPool);
+    if (pool->bufferQueue.empty())
+    {
+        VkCommandBufferAllocateInfo cmdBufferCreateInfo {
+                /* .sType              = */ VK_STRUCTURE_TYPE_COMMAND_BUFFER_ALLOCATE_INFO,
+                /* .pNext              = */ nullptr,
+                /* .commandPool        = */ cmdPool->get(),
+                /* .level              = */ VK_COMMAND_BUFFER_LEVEL_PRIMARY,
+                /* .commandBufferCount = */ 1,
+        };
+        vkAllocateCommandBuffers(kDevice, &cmdBufferCreateInfo, &cmdBuffer);
+    }
+    else
+    {
+        cmdBuffer = pool->bufferQueue.front();
+        pool-> bufferQueue.pop();
+    }
+}
+
+void CommandBuffer::barrierSource(VkBuffer source, size_t start, size_t size, BarrierType type) const
+{
+    VkBufferMemoryBarrier barrier;
+    barrier.sType               = VK_STRUCTURE_TYPE_BUFFER_MEMORY_BARRIER;
+    barrier.buffer              = source;
+    barrier.dstQueueFamilyIndex = VK_QUEUE_FAMILY_IGNORED;
+    barrier.srcQueueFamilyIndex = VK_QUEUE_FAMILY_IGNORED;
+    barrier.offset              = start;
+    barrier.pNext               = nullptr;
+    barrier.size                = size;
+    switch (type) {
+        case READ_WRITE:
+            barrier.srcAccessMask       = VK_ACCESS_SHADER_WRITE_BIT | VK_ACCESS_TRANSFER_WRITE_BIT;
+            barrier.dstAccessMask       = VK_ACCESS_SHADER_READ_BIT | VK_ACCESS_TRANSFER_READ_BIT;
+            break;
+        case WRITE_WRITE:
+            barrier.srcAccessMask       = VK_ACCESS_SHADER_WRITE_BIT | VK_ACCESS_TRANSFER_WRITE_BIT;
+            barrier.dstAccessMask       = VK_ACCESS_SHADER_WRITE_BIT | VK_ACCESS_SHADER_WRITE_BIT;
+            break;
+        default:
+            break;
+    }
+    vkCmdPipelineBarrier(cmdBuffer, VK_PIPELINE_STAGE_COMPUTE_SHADER_BIT | VK_PIPELINE_STAGE_TRANSFER_BIT,
+                         VK_PIPELINE_STAGE_COMPUTE_SHADER_BIT | VK_PIPELINE_STAGE_TRANSFER_BIT, 0, 0, nullptr, 1,
+                         &barrier, 0, nullptr);
+}
+
+void CommandBuffer::beginRecord(VkCommandBufferUsageFlags flag)
+{
+    cv::AutoLock lock(kContextMtx);
+    VkCommandBufferBeginInfo cmdBufferBeginInfo{
+            /* .sType            = */ VK_STRUCTURE_TYPE_COMMAND_BUFFER_BEGIN_INFO,
+            /* .pNext            = */ nullptr,
+            /* .flags            = */ flag,
+            /* .pInheritanceInfo = */ nullptr,
+    };
+    vkResetCommandBuffer(cmdBuffer, 0);
+
+    VK_CHECK_RESULT(vkBeginCommandBuffer(cmdBuffer, &cmdBufferBeginInfo));
+}
+
+void CommandBuffer::endRecord()
+{
+    VK_CHECK_RESULT(vkEndCommandBuffer(cmdBuffer));
+}
+
+CommandBuffer::~CommandBuffer()
+{
+    CV_Assert(cmdPool);
+    if (needRelease)
+    {
+        vkFreeCommandBuffers(kDevice, cmdPool->get(), 1, &cmdBuffer);
+    }
+    else
+    {
+        cmdPool->bufferQueue.push(cmdBuffer);
+    }
+}
+
+// *********************** CommandPool ********************
+Ptr<CommandPool> CommandPool::create(const VkQueue &q, uint32_t _queueFamilyIndex)
+{
+    cv::AutoLock lock(kContextMtx);
+    Ptr<CommandPool> cmdPoolInstance = Ptr<CommandPool>(new CommandPool(q, _queueFamilyIndex));
+
+    return cmdPoolInstance;
+}
+
+CommandPool::CommandPool(const VkQueue& q, uint32_t _queueFamilyIndex) : queue(q), cmdPool(VK_NULL_HANDLE), queueFamilyIndex(_queueFamilyIndex)
+{
+    cv::AutoLock lock(kContextMtx);
+    VkCommandPoolCreateInfo cmdPoolCreateInfo{
+        /* .sType            = */ VK_STRUCTURE_TYPE_COMMAND_POOL_CREATE_INFO,
+        /* .pNext            = */ nullptr,
+        /* .flags            = */ VK_COMMAND_POOL_CREATE_RESET_COMMAND_BUFFER_BIT,
+        /* .queueFamilyIndex = */ queueFamilyIndex,
+    };
+    vkCreateCommandPool(kDevice, &cmdPoolCreateInfo, nullptr, &cmdPool);
+}
+
+void CommandPool::reset()
+{
+    // reset all bufferQueue.
+    while (!bufferQueue.empty())
+    {
+        auto cmdBuffer = bufferQueue.front();
+        bufferQueue.pop();
+
+        vkFreeCommandBuffers(kDevice, cmdPool, 1, &cmdBuffer);
+    }
+}
+
+CommandPool::~CommandPool()
+{
+    while (!bufferQueue.empty())
+    {
+        auto cmdBuffer = bufferQueue.front();
+        bufferQueue.pop();
+
+        vkFreeCommandBuffers(kDevice, cmdPool, 1, &cmdBuffer);
+    }
+    vkDestroyCommandPool(kDevice, cmdPool, nullptr);
+}
+
+Ptr<CommandBuffer> CommandPool::allocBuffer()
+{
+    auto cmdBuffer = Ptr<CommandBuffer>(new CommandBuffer(this));
+    cmdBuffer->needRelease = false;
+    return cmdBuffer;
+}
+
+void CommandPool::submitAndWait(VkCommandBuffer& _buffer) const
+{
+    auto buffer = _buffer;
+    Fence fence = Fence();
+    VkFence fenceVk = fence.get();
+    VkSubmitInfo submit_info = {
+            /* .sType                = */ VK_STRUCTURE_TYPE_SUBMIT_INFO,
+            /* .pNext                = */ nullptr,
+            /* .waitSemaphoreCount   = */ 0,
+            /* .pWaitSemaphores      = */ nullptr,
+            /* .pWaitDstStageMask    = */ nullptr,
+            /* .commandBufferCount   = */ 1,
+            /* .pCommandBuffers      = */ &buffer,
+            /* .signalSemaphoreCount = */ 0,
+            /* .pSignalSemaphores    = */ nullptr};
+    // need the queue class.
+    VK_CHECK_RESULT(vkQueueSubmit(queue, 1, &submit_info, fenceVk));
+    VK_CHECK_RESULT(fence.wait());
+}
+
+#endif // HAVE_VULKAN
+
+}}} // namespace cv::dnn::vkcom

modules/dnn/src/vkcom/src/common.hpp

@@ -1,87 +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) 2018, Intel Corporation, all rights reserved.
-// Third party copyrights are property of their respective owners.
-
-#ifndef OPENCV_DNN_VKCOM_COMMON_HPP
-#define OPENCV_DNN_VKCOM_COMMON_HPP
-
-#include <math.h>
-#include <string.h>
-#include <map>
-#include <mutex>
-#include <thread>
-#include <vector>
-#include <iostream>
-#include <sstream>
-#include <algorithm>
-#include <memory>
-#ifdef HAVE_VULKAN
-#include <vulkan/vulkan.h>
-#endif
-#include "opencv2/core/utils/logger.hpp"
-#include "../vulkan/vk_functions.hpp"
-#include "../include/vkcom.hpp"
-#include "../shader/spv_shader.hpp"
-
-namespace cv { namespace dnn { namespace vkcom {
-
-#ifdef HAVE_VULKAN
-extern VkPhysicalDevice kPhysicalDevice;
-extern VkDevice kDevice;
-extern VkQueue kQueue;
-extern VkCommandPool kCmdPool;
-extern cv::Mutex kContextMtx;
-
-enum ShapeIdx
-{
-    kShapeIdxBatch = 0,
-    kShapeIdxChannel,
-    kShapeIdxHeight,
-    kShapeIdxWidth,
-};
-
-#define VK_CHECK_RESULT(f) \
-{ \
-        if (f != VK_SUCCESS) \
-        { \
-            CV_LOG_ERROR(NULL, "Vulkan check failed, result = " << (int)f); \
-            CV_Error(Error::StsError, "Vulkan check failed"); \
-        } \
-}
-
-#define VKCOM_CHECK_BOOL_RET_VAL(val, ret) \
-{ \
-    bool res = (val); \
-    if (!res) \
-    { \
-        CV_LOG_WARNING(NULL, "Check bool failed"); \
-        return ret; \
-    } \
-}
-
-#define VKCOM_CHECK_POINTER_RET_VOID(p) \
-{ \
-    if (NULL == (p)) \
-    { \
-        CV_LOG_WARNING(NULL, "Check pointer failed"); \
-        return; \
-    } \
-}
-
-#define VKCOM_CHECK_POINTER_RET_VAL(p, val) \
-{ \
-    if (NULL == (p)) \
-    { \
-        CV_LOG_WARNING(NULL, "Check pointer failed"); \
-        return (val); \
-    } \
-}
-
-#endif // HAVE_VULKAN
-
-}}} // namespace cv::dnn::vkcom
-
-#endif // OPENCV_DNN_VKCOM_COMMON_HPP

modules/dnn/src/vkcom/src/context.cpp

@@ -1,60 +1,175 @@
 // 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.
+
+/*
+The code has been borrowed from ncnn inference engine (https://github.com/Tencent/ncnn/blob/20230223/src/gpu.cpp)
+and adapted for OpenCV by Zihao Mu.
+Below is the original copyright:
+*/
+
+// Tencent is pleased to support the open source community by making ncnn available.
+//
+// Copyright (C) 2018 THL A29 Limited, a Tencent company. All rights reserved.
+//
+// Licensed under the BSD 3-Clause License (the "License"); you may not use this file except
+// in compliance with the License. You may obtain a copy of the License at
 //
-// Copyright (C) 2018, Intel Corporation, all rights reserved.
-// Third party copyrights are property of their respective owners.
+// https://opensource.org/licenses/BSD-3-Clause
+//
+// Unless required by applicable law or agreed to in writing, software distributed
+// under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR
+// CONDITIONS OF ANY KIND, either express or implied. See the License for the
+// specific language governing permissions and limitations under the License.
 
 #include "../../precomp.hpp"
+#include "internal.hpp"
+#include "../include/context.hpp"
 #include "../vulkan/vk_loader.hpp"
-#include "common.hpp"
-#include "context.hpp"
 
 namespace cv { namespace dnn { namespace vkcom {
 
 #ifdef HAVE_VULKAN
 
-std::shared_ptr<Context> kCtx;
-bool enableValidationLayers = false;
-VkInstance kInstance;
-VkPhysicalDevice kPhysicalDevice;
-VkDevice kDevice;
-VkQueue kQueue;
-VkCommandPool kCmdPool;
-VkDebugReportCallbackEXT kDebugReportCallback;
-uint32_t kQueueFamilyIndex;
-std::vector<const char *> kEnabledLayers;
-std::map<std::string, std::vector<uint32_t>> kShaders;
+// Global Variable
+VkQueue kQueue = VK_NULL_HANDLE;
+VkDevice kDevice = VK_NULL_HANDLE; // It was used almost everywhere.
+VkPhysicalDeviceMemoryProperties physicalDeviceMemoryProperties;
 cv::Mutex kContextMtx;
+Ptr<CommandPool> cmdPoolPtr;
+Ptr<PipelineFactory> pipelineFactoryPtr;
+
+int support_VK_KHR_external_memory_capabilities = 0;
+int support_VK_KHR_get_physical_device_properties2 = 0;
+int support_VK_KHR_get_surface_capabilities2 = 0;
+int support_VK_KHR_portability_enumeration = 0;
+int support_VK_KHR_surface = 0;
+int support_VK_EXT_debug_report = 0;
 
-static uint32_t getComputeQueueFamilyIndex()
+#if defined(__ANDROID_API__) && __ANDROID_API__ >= 26
+int support_VK_KHR_android_surface = 0;
+#endif // __ANDROID_API__ >= 26
+
+static uint32_t findDeviceComputeQueue(const std::vector<VkQueueFamilyProperties>& queueFamilyProperties)
 {
-    uint32_t queueFamilyCount;
+    // first try, compute only queue
+    for (uint32_t i = 0; i < queueFamilyProperties.size(); i++)
+    {
+        const VkQueueFamilyProperties& queueFamilyProperty = queueFamilyProperties[i];
+
+        if ((queueFamilyProperty.queueFlags & VK_QUEUE_COMPUTE_BIT)
+            && !(queueFamilyProperty.queueFlags & VK_QUEUE_GRAPHICS_BIT))
+        {
+            return i;
+        }
+    }
+
+    // second try, any queue with compute and graphics
+    for (uint32_t i = 0; i < queueFamilyProperties.size(); i++)
+    {
+        const VkQueueFamilyProperties& queueFamilyProperty = queueFamilyProperties[i];
+
+        if ((queueFamilyProperty.queueFlags & VK_QUEUE_COMPUTE_BIT)
+            && (queueFamilyProperty.queueFlags & VK_QUEUE_GRAPHICS_BIT))
+        {
+            return i;
+        }
+    }
+
+    // third try, any queue with compute
+    for (uint32_t i = 0; i < queueFamilyProperties.size(); i++)
+    {
+        const VkQueueFamilyProperties& queueFamilyProperty = queueFamilyProperties[i];
+
+        if (queueFamilyProperty.queueFlags & VK_QUEUE_COMPUTE_BIT)
+        {
+            return i;
+        }
+    }
+    return uint32_t(-1);
+}
+
+static uint32_t findDeviceGraphicsQueue(const std::vector<VkQueueFamilyProperties>& queueFamilyProperties)
+{
+    // first try, graphics only queue
+    for (uint32_t i = 0; i < queueFamilyProperties.size(); i++)
+    {
+        const VkQueueFamilyProperties& queueFamilyProperty = queueFamilyProperties[i];
+
+        if ((queueFamilyProperty.queueFlags & VK_QUEUE_GRAPHICS_BIT)
+            && !(queueFamilyProperty.queueFlags & VK_QUEUE_COMPUTE_BIT))
+        {
+            return i;
+        }
+    }
 
-    vkGetPhysicalDeviceQueueFamilyProperties(kPhysicalDevice, &queueFamilyCount, NULL);
+    // second try, any queue with graphics and compute
+    for (uint32_t i = 0; i < queueFamilyProperties.size(); i++)
+    {
+        const VkQueueFamilyProperties& queueFamilyProperty = queueFamilyProperties[i];
 
-    std::vector<VkQueueFamilyProperties> queueFamilies(queueFamilyCount);
-    vkGetPhysicalDeviceQueueFamilyProperties(kPhysicalDevice,
-                                             &queueFamilyCount,
-                                             queueFamilies.data());
+        if ((queueFamilyProperty.queueFlags & VK_QUEUE_GRAPHICS_BIT)
+            && (queueFamilyProperty.queueFlags & VK_QUEUE_COMPUTE_BIT))
+        {
+            return i;
+        }
+    }
 
-    uint32_t i = 0;
-    for (; i < queueFamilies.size(); ++i)
+    // third try, any queue with graphics
+    for (uint32_t i = 0; i < queueFamilyProperties.size(); i++)
     {
-        VkQueueFamilyProperties props = queueFamilies[i];
+        const VkQueueFamilyProperties& queueFamilyProperty = queueFamilyProperties[i];
 
-        if (props.queueCount > 0 && (props.queueFlags & VK_QUEUE_COMPUTE_BIT))
+        if (queueFamilyProperty.queueFlags & VK_QUEUE_GRAPHICS_BIT)
         {
-            break;
+            return i;
         }
     }
 
-    if (i == queueFamilies.size())
+    return uint32_t(-1);
+}
+
+static uint32_t findDeviceTransferQueue(const std::vector<VkQueueFamilyProperties>& queueFamilyProperties)
+{
+    // first try, transfer only queue
+    for (uint32_t i = 0; i < queueFamilyProperties.size(); i++)
     {
-        throw std::runtime_error("could not find a queue family that supports operations");
+        const VkQueueFamilyProperties& queueFamilyProperty = queueFamilyProperties[i];
+
+        if ((queueFamilyProperty.queueFlags & VK_QUEUE_TRANSFER_BIT)
+            && !(queueFamilyProperty.queueFlags & VK_QUEUE_COMPUTE_BIT)
+            && !(queueFamilyProperty.queueFlags & VK_QUEUE_GRAPHICS_BIT))
+        {
+            return i;
+        }
     }
 
-    return i;
+    // second try, any queue with transfer
+    for (uint32_t i = 0; i < queueFamilyProperties.size(); i++)
+    {
+        const VkQueueFamilyProperties& queueFamilyProperty = queueFamilyProperties[i];
+
+        if (queueFamilyProperty.queueFlags & VK_QUEUE_TRANSFER_BIT)
+        {
+            return i;
+        }
+    }
+
+    // third try, use compute queue
+    uint32_t compute_queue_index = findDeviceComputeQueue(queueFamilyProperties);
+    if (compute_queue_index != (uint32_t)-1)
+    {
+        return compute_queue_index;
+    }
+
+    // fourth try, use graphics queue
+    uint32_t graphics_queue_index = findDeviceGraphicsQueue(queueFamilyProperties);
+    if (graphics_queue_index != (uint32_t)-1)
+    {
+        return graphics_queue_index;
+    }
+
+    return uint32_t(-1);
 }
 
 bool checkExtensionAvailability(const char *extension_name,
@@ -62,14 +177,26 @@ bool checkExtensionAvailability(const char *extension_name,
 {
     for( size_t i = 0; i < available_extensions.size(); ++i )
     {
-      if( strcmp( available_extensions[i].extensionName, extension_name ) == 0 )
-      {
-        return true;
-      }
+        if( strcmp( available_extensions[i].extensionName, extension_name ) == 0 )
+        {
+            return true;
+        }
     }
     return false;
 }
 
+static int init_instance_extension(VkInstance& kInstance)
+{
+#if defined(__ANDROID_API__) && __ANDROID_API__ >= 26
+    if (support_VK_KHR_android_surface)
+    {
+        vkCreateAndroidSurfaceKHR = (PFN_vkCreateAndroidSurfaceKHR)vkGetInstanceProcAddr(kInstance, "vkCreateAndroidSurfaceKHR");
+    }
+#endif // __ANDROID_API__ >= 26
+
+    return 0;
+}
+
 VKAPI_ATTR VkBool32 VKAPI_CALL debugReportCallbackFn(
         VkDebugReportFlagsEXT                       flags,
         VkDebugReportObjectTypeEXT                  objectType,
@@ -80,112 +207,122 @@ VKAPI_ATTR VkBool32 VKAPI_CALL debugReportCallbackFn(
         const char*                                 pMessage,
         void*                                       pUserData)
 {
-        std::cout << "Debug Report: " << pLayerPrefix << ":" << pMessage << std::endl;
-        return VK_FALSE;
+    std::cout << "Debug Report: " << pLayerPrefix << ":" << pMessage << std::endl;
+    return VK_FALSE;
 }
 
-// internally used
-void createContext()
+void Context::createInstance()
 {
-    cv::AutoLock lock(kContextMtx);
-    if (!kCtx)
-    {
-        kCtx.reset(new Context());
-    }
-}
-
-bool isAvailable()
-{
-    try
-    {
-        createContext();
-    }
-    catch (const cv::Exception& e)
-    {
-        CV_LOG_ERROR(NULL, "Failed to init Vulkan environment. " << e.what());
-        return false;
-    }
-
-    return true;
-}
-
-Context::Context()
-{
-    if(!loadVulkanLibrary())
-    {
-        CV_Error(Error::StsError, "loadVulkanLibrary failed");
-        return;
-    }
-    else if (!loadVulkanEntry())
-    {
-        CV_Error(Error::StsError, "loadVulkanEntry failed");
-        return;
-    }
-    else if (!loadVulkanGlobalFunctions())
-    {
-        CV_Error(Error::StsError, "loadVulkanGlobalFunctions failed");
+    if (kInstance != VK_NULL_HANDLE)
         return;
-    }
 
-    // create VkInstance, VkPhysicalDevice
-    std::vector<const char *> enabledExtensions;
+    VkResult result;
+
     if (enableValidationLayers)
     {
-        uint32_t layerCount;
-        vkEnumerateInstanceLayerProperties(&layerCount, NULL);
+        uint32_t instanceLayerPropertyCount;
+        result = vkEnumerateInstanceLayerProperties(&instanceLayerPropertyCount, NULL);
 
-        std::vector<VkLayerProperties> layerProperties(layerCount);
-        vkEnumerateInstanceLayerProperties(&layerCount, layerProperties.data());
-
-        bool foundLayer = false;
-        for (VkLayerProperties prop : layerProperties)
+        if (result != VK_SUCCESS)
         {
-            if (strcmp("VK_LAYER_LUNARG_standard_validation", prop.layerName) == 0)
-            {
-                foundLayer = true;
-                break;
-            }
+            CV_Error(CV_StsError, "Vulkan: vkEnumerateInstanceLayerProperties failed!");
+            return;
         }
 
-        if (!foundLayer)
+        std::vector<VkLayerProperties> instanceLayerProperties(instanceLayerPropertyCount);
+        result = vkEnumerateInstanceLayerProperties(&instanceLayerPropertyCount, instanceLayerProperties.data());
+
+        if (result != VK_SUCCESS)
         {
-            throw std::runtime_error("Layer VK_LAYER_LUNARG_standard_validation not supported\n");
+            CV_Error(CV_StsError, "Vulkan: vkEnumerateInstanceLayerProperties failed!");
+            return;
         }
-        kEnabledLayers.push_back("VK_LAYER_LUNARG_standard_validation");
-
-        uint32_t extensionCount;
-
-        vkEnumerateInstanceExtensionProperties(nullptr, &extensionCount, NULL);
-        std::vector<VkExtensionProperties> extensionProperties(extensionCount);
-        vkEnumerateInstanceExtensionProperties(nullptr, &extensionCount, extensionProperties.data());
 
-        bool foundExtension = false;
-        for (VkExtensionProperties prop : extensionProperties)
+        for (uint32_t i = 0; i < instanceLayerPropertyCount; i++)
         {
-            if (strcmp(VK_EXT_DEBUG_REPORT_EXTENSION_NAME, prop.extensionName) == 0)
+            const VkLayerProperties& lp = instanceLayerProperties[i];
+            CV_LOG_INFO(NULL, "instance layer "<< lp.layerName << lp.implementationVersion);
+
+            if (strcmp(lp.layerName, "VK_LAYER_LUNARG_standard_validation") == 0)
+            {
+                kEnabledLayers.push_back("VK_LAYER_LUNARG_standard_validation");
+            }
+            if (strcmp(lp.layerName, "VK_LAYER_LUNARG_parameter_validation") == 0)
             {
-                foundExtension = true;
-                break;
+                kEnabledLayers.push_back("VK_LAYER_LUNARG_parameter_validation");
+            }
+            if (strcmp(lp.layerName, "VK_LAYER_KHRONOS_validation") == 0)
+            {
+                kEnabledLayers.push_back("VK_LAYER_KHRONOS_validation");
             }
         }
+    }
 
-        if (!foundExtension) {
-            throw std::runtime_error("Extension VK_EXT_DEBUG_REPORT_EXTENSION_NAME not supported\n");
-        }
-        enabledExtensions.push_back(VK_EXT_DEBUG_REPORT_EXTENSION_NAME);
+    for (uint32_t j = 0; j < instanceExtensionPropertyCount; j++)
+    {
+        const VkExtensionProperties& exp = instanceExtensionProperties[j];
+
+        if (strcmp(exp.extensionName, "VK_KHR_external_memory_capabilities") == 0)
+            support_VK_KHR_external_memory_capabilities = exp.specVersion;
+        else if (strcmp(exp.extensionName, "VK_KHR_get_physical_device_properties2") == 0)
+            support_VK_KHR_get_physical_device_properties2 = exp.specVersion;
+        else if (strcmp(exp.extensionName, "VK_KHR_get_surface_capabilities2") == 0)
+            support_VK_KHR_get_surface_capabilities2 = exp.specVersion;
+        else if (strcmp(exp.extensionName, "VK_KHR_portability_enumeration") == 0)
+            support_VK_KHR_portability_enumeration = exp.specVersion;
+        else if (strcmp(exp.extensionName, "VK_KHR_surface") == 0)
+            support_VK_KHR_surface = exp.specVersion;
+        else if (strcmp(exp.extensionName, "VK_EXT_debug_report") == 0)
+            support_VK_EXT_debug_report = exp.specVersion;
+#if defined(__ANDROID_API__) && __ANDROID_API__ >= 26
+        else if (strcmp(exp.extensionName, "VK_KHR_android_surface") == 0)
+            support_VK_KHR_android_surface = exp.specVersion;
+#endif // __ANDROID_API__ >= 26
+    }
+
+    if (support_VK_KHR_external_memory_capabilities)
+        enabledExtensions.push_back("VK_KHR_external_memory_capabilities");
+    if (support_VK_KHR_get_physical_device_properties2)
+        enabledExtensions.push_back("VK_KHR_get_physical_device_properties2");
+    if (support_VK_KHR_get_surface_capabilities2)
+        enabledExtensions.push_back("VK_KHR_get_surface_capabilities2");
+    if (support_VK_KHR_portability_enumeration)
+        enabledExtensions.push_back("VK_KHR_portability_enumeration");
+    if (support_VK_KHR_surface)
+        enabledExtensions.push_back("VK_KHR_surface");
+    if (enableValidationLayers && support_VK_EXT_debug_report)
+        enabledExtensions.push_back("VK_EXT_debug_report");
+#if defined(__ANDROID_API__) && __ANDROID_API__ >= 26
+    if (support_VK_KHR_android_surface)
+        enabledExtensions.push_back("VK_KHR_android_surface");
+#endif // __ANDROID_API__ >= 26
+
+    instanceApiVersion = VK_MAKE_VERSION(1, 0, 0);
+
+    if (vkEnumerateInstanceVersion)
+    {
+        VK_CHECK_RESULT(vkEnumerateInstanceVersion(&instanceApiVersion));
     }
 
+    CV_LOG_INFO(NULL, "instance apiVersion = "
+        <<VK_VERSION_MAJOR(instanceApiVersion)<<"."
+        <<VK_VERSION_MINOR(instanceApiVersion)<<"."
+        <<VK_VERSION_PATCH(instanceApiVersion));
+
     VkApplicationInfo applicationInfo = {};
     applicationInfo.sType = VK_STRUCTURE_TYPE_APPLICATION_INFO;
-    applicationInfo.pApplicationName = "VkCom Library";
+    applicationInfo.pApplicationName = "OpenCV DNN Vulkan";
     applicationInfo.applicationVersion = 0;
     applicationInfo.pEngineName = "vkcom";
     applicationInfo.engineVersion = 0;
-    applicationInfo.apiVersion = VK_API_VERSION_1_0;;
+    applicationInfo.apiVersion = instanceApiVersion;;
 
     VkInstanceCreateInfo createInfo = {};
     createInfo.sType = VK_STRUCTURE_TYPE_INSTANCE_CREATE_INFO;
+    createInfo.pNext = nullptr;
     createInfo.flags = 0;
+    if (support_VK_KHR_portability_enumeration)
+        createInfo.flags |= VK_INSTANCE_CREATE_ENUMERATE_PORTABILITY_BIT_KHR;
     createInfo.pApplicationInfo = &applicationInfo;
 
     // Give our desired layers and extensions to vulkan.
@@ -196,13 +333,8 @@ Context::Context()
 
     VK_CHECK_RESULT(vkCreateInstance(&createInfo, NULL, &kInstance));
 
-    if (!loadVulkanFunctions(kInstance))
-    {
-        CV_Error(Error::StsError, "loadVulkanFunctions failed");
-        return;
-    }
-
-    if (enableValidationLayers && vkCreateDebugReportCallbackEXT)
+    // Optional: Validation things.
+    if (enableValidationLayers && support_VK_EXT_debug_report)
     {
         VkDebugReportCallbackCreateInfoEXT createInfo = {};
         createInfo.sType = VK_STRUCTURE_TYPE_DEBUG_REPORT_CALLBACK_CREATE_INFO_EXT;
@@ -215,28 +347,70 @@ Context::Context()
         VK_CHECK_RESULT(vkCreateDebugReportCallbackEXT(kInstance, &createInfo,
                                                        NULL, &kDebugReportCallback));
     }
+}
+
+Context::Context()
+{
+    if(!loadVulkanLibrary())
+    {
+        CV_Error(Error::StsError, "loadVulkanLibrary failed");
+        return;
+    }
+    else if (!loadVulkanEntry())
+    {
+        CV_Error(Error::StsError, "loadVulkanEntry failed");
+        return;
+    }
+    else if (!loadVulkanGlobalFunctions())
+    {
+        CV_Error(Error::StsError, "loadVulkanGlobalFunctions failed");
+        return;
+    }
+
+    // Step0: get the extension info from Vulkan library.
+    vkEnumerateInstanceExtensionProperties(nullptr, &instanceExtensionPropertyCount, NULL);
+    instanceExtensionProperties.resize(instanceExtensionPropertyCount);
+    vkEnumerateInstanceExtensionProperties(nullptr, &instanceExtensionPropertyCount, instanceExtensionProperties.data());
+
+    // Step1: create kInstance
+    createInstance();
+
+    init_instance_extension(kInstance);
+
+    if (!loadVulkanFunctions(kInstance))
+    {
+        CV_Error(Error::StsError, "loadVulkanFunctions failed");
+        return;
+    }
 
-    // find physical device
-    uint32_t deviceCount;
+    // Step2: Find the best suitable Physical Device.
+    uint32_t deviceCount = 0;
     vkEnumeratePhysicalDevices(kInstance, &deviceCount, NULL);
     if (deviceCount == 0)
     {
-        throw std::runtime_error("could not find a device with vulkan support");
+        CV_Error(CV_StsError, "Vulkan Backend: could not find a device with vulkan support!");
     }
 
     std::vector<VkPhysicalDevice> devices(deviceCount);
     vkEnumeratePhysicalDevices(kInstance, &deviceCount, devices.data());
 
+    // TODO: should add better device selection strategy.
     for (VkPhysicalDevice device : devices)
     {
-        if (true)
-        {
-            kPhysicalDevice = device;
-            break;
-        }
+        gpuInfoList.emplace_back(parseGPUInfo(device));
     }
 
-    kQueueFamilyIndex = getComputeQueueFamilyIndex();
+    bestGPUIndex = findBestPhysicalGPUIndex();
+    CV_Assert(bestGPUIndex >= 0 && bestGPUIndex < devices.size());
+    kPhysicalDevice = devices[bestGPUIndex];
+    physicalDeviceMemoryProperties = gpuInfoList[bestGPUIndex].physicalDeviceMemoryProperties;
+
+    // TODO: try to optimize the speed in discrete GPU.
+    if (gpuInfoList[bestGPUIndex].type == GPU_TYPE_DISCRETE)
+        CV_LOG_WARNING(NULL, "DNN Vulkan backend will work VERY SLOWLY! Because it currently not compatible with discrete graphics cards!");
+
+    // Step3: Create VkQueue
+    kQueueFamilyIndex = gpuInfoList[bestGPUIndex].computeQueueFamilyIndex;
 
     // create device, queue, command pool
     VkDeviceQueueCreateInfo queueCreateInfo = {};
@@ -248,6 +422,7 @@ Context::Context()
 
     VkDeviceCreateInfo deviceCreateInfo = {};
 
+    // Step4: Create Logical Device
     // Specify any desired device features here. We do not need any for this application, though.
     VkPhysicalDeviceFeatures deviceFeatures = {};
 
@@ -263,24 +438,405 @@ Context::Context()
     // Get a handle to the only member of the queue family.
     vkGetDeviceQueue(kDevice, kQueueFamilyIndex, 0, &kQueue);
 
-    // create command pool
-    VkCommandPoolCreateInfo commandPoolCreateInfo = {};
-    commandPoolCreateInfo.sType = VK_STRUCTURE_TYPE_COMMAND_POOL_CREATE_INFO;
-    commandPoolCreateInfo.flags = VK_COMMAND_POOL_CREATE_RESET_COMMAND_BUFFER_BIT;
-    // the queue family of this command pool. All command buffers allocated from this command pool,
-    // must be submitted to queues of this family ONLY.
-    commandPoolCreateInfo.queueFamilyIndex = kQueueFamilyIndex;
-    VK_CHECK_RESULT(vkCreateCommandPool(kDevice, &commandPoolCreateInfo, NULL, &kCmdPool));
+    // Step4: Create CommandPool and PipelineFactory
+    if (!cmdPoolPtr)
+        cmdPoolPtr = CommandPool::create(kQueue, kQueueFamilyIndex);
+    else
+        CV_Error(CV_StsError, "cmdPoolPtr has been created before!!");
+
+    pipelineFactoryPtr = PipelineFactory::create();
+}
+
+GPUInfo Context::parseGPUInfo(VkPhysicalDevice& kPhysicalDevice)
+{
+    GPUInfo info;
+
+    // device type
+    VkPhysicalDeviceProperties physicalDeviceProperties;
+    vkGetPhysicalDeviceProperties(kPhysicalDevice, &physicalDeviceProperties);
+
+    // GPU reference.
+    // mali
+    // t760 = 0x13b5 0x7500001 / 0x7501000
+    // t860 = 0x13b5 0x8602000
+    // t880 = 0x13b5 0x8800020
+    // g31  = 0x13b5 0x70930000
+    // g51  = 0x13b5 0x70901010
+    // g52  = 0x13b5 0x74021000 / 0x72120000
+    // g71  = 0x13b5 0x60a00002
+    // g72  = 0x13b5 0x62210001
+    // g76  = 0x13b5 0x72110000
+    // g77  = 0x13b5 0x90800011
+
+    // adreno
+    // 506 = 0x5143 0x5000600
+    // 510 = 0x5143 0x5010000
+    // 512 = 0x5143 0x5010200
+    // 530 = 0x5143 0x5030004
+    // 540 = 0x5143 0x5040001
+    // 616 = 0x5143 0x6010600
+    // 630 = 0x5143 0x6030001
+    // 640 = 0x5143 0x6040001
+    // 650 = 0x5143 0x6050002
+
+    CV_LOG_INFO(NULL, "Begin parse GPU Info "<<gpuInfoList.size()<<"...");
+    CV_LOG_INFO(NULL, "API version is  "
+        <<VK_VERSION_MAJOR(physicalDeviceProperties.apiVersion)<<"."
+        <<VK_VERSION_MINOR(physicalDeviceProperties.apiVersion)<<"."
+        <<VK_VERSION_PATCH(physicalDeviceProperties.apiVersion)<<".");
+    CV_LOG_INFO(NULL, "Driver version is  "
+            <<VK_VERSION_MAJOR(physicalDeviceProperties.driverVersion)<<"."
+            <<VK_VERSION_MINOR(physicalDeviceProperties.driverVersion)<<"."
+            <<VK_VERSION_PATCH(physicalDeviceProperties.driverVersion)<<".");
+    CV_LOG_INFO(NULL, "Vendor ID:"<<physicalDeviceProperties.vendorID<<".");
+    CV_LOG_INFO(NULL, "Device ID:"<<physicalDeviceProperties.deviceID<<".");
+    CV_LOG_INFO(NULL, "Device name:"<<physicalDeviceProperties.deviceName<<".");
+
+    // info
+    info.apiVersion = physicalDeviceProperties.apiVersion;
+    info.driverVersion = physicalDeviceProperties.driverVersion;
+    info.vendorId = physicalDeviceProperties.vendorID;
+    info.deviceId = physicalDeviceProperties.deviceID;
+    memcpy(info.deviceName, physicalDeviceProperties.deviceName, VK_MAX_PHYSICAL_DEVICE_NAME_SIZE);
+    memcpy(info.pipelineCacheUUID, physicalDeviceProperties.pipelineCacheUUID, VK_UUID_SIZE);
+
+    if (physicalDeviceProperties.deviceType == VK_PHYSICAL_DEVICE_TYPE_DISCRETE_GPU)
+        info.type = GPU_TYPE_DISCRETE;
+    else if (physicalDeviceProperties.deviceType == VK_PHYSICAL_DEVICE_TYPE_INTEGRATED_GPU)
+        info.type = GPU_TYPE_INTEGRATED;
+    else if (physicalDeviceProperties.deviceType == VK_PHYSICAL_DEVICE_TYPE_VIRTUAL_GPU)
+        info.type = GPU_TYPE_VIRTUAL;
+    else if (physicalDeviceProperties.deviceType == VK_PHYSICAL_DEVICE_TYPE_CPU)
+        info.type = GPU_TYPE_CPU_ONLY;
+    else
+        info.type = GPU_TYPE_NOFOUND;
+
+    // device capability
+    info.maxSharedMemorySize = physicalDeviceProperties.limits.maxComputeSharedMemorySize;
+
+    info.maxWorkgroupCount_x = physicalDeviceProperties.limits.maxComputeWorkGroupCount[0];
+    info.maxWorkgroupCount_y = physicalDeviceProperties.limits.maxComputeWorkGroupCount[1];
+    info.maxWorkgroupCount_z = physicalDeviceProperties.limits.maxComputeWorkGroupCount[2];
+
+    info.maxWorkgroup_invocations = physicalDeviceProperties.limits.maxComputeWorkGroupInvocations;
+
+    info.maxWorkgroupSize_x = physicalDeviceProperties.limits.maxComputeWorkGroupSize[0];
+    info.maxWorkgroupSize_y = physicalDeviceProperties.limits.maxComputeWorkGroupSize[1];
+    info.maxWorkgroupSize_z = physicalDeviceProperties.limits.maxComputeWorkGroupSize[2];
+
+    info.memoryMapAlignment = physicalDeviceProperties.limits.minMemoryMapAlignment;
+    info.bufferOffsetAlignment = physicalDeviceProperties.limits.minStorageBufferOffsetAlignment;
+    info.non_coherent_atom_size = physicalDeviceProperties.limits.nonCoherentAtomSize;
+    info.bufferImageGranularity = physicalDeviceProperties.limits.bufferImageGranularity;
+    info.maxImageDimension_1d = physicalDeviceProperties.limits.maxImageDimension1D;
+    info.maxImageDimension_1d = physicalDeviceProperties.limits.maxImageDimension2D;
+    info.maxImageDimension_1d = physicalDeviceProperties.limits.maxImageDimension3D;
+
+    info.timestampPeriod = physicalDeviceProperties.limits.timestampPeriod;
+
+    CV_LOG_INFO(NULL, "maxSharedMemorySize = "<<info.maxSharedMemorySize<<".");
+    CV_LOG_INFO(NULL, "maxWorkgroupCount ( "
+            <<info.maxWorkgroupSize_x<<", "<<info.maxWorkgroupSize_y<<", "<<info.maxWorkgroupSize_z<<").");
+    CV_LOG_INFO(NULL, "maxWorkgroup_invocations = "<<info.maxWorkgroup_invocations<<".");
+    CV_LOG_INFO(NULL, "maxWorkgroupSize ( "
+            <<info.maxWorkgroupSize_x<<", "<<info.maxWorkgroupSize_y<<", "<<info.maxWorkgroupSize_z<<").");
+    CV_LOG_INFO(NULL, "memoryMapAlignment = "<<info.memoryMapAlignment<<".");
+    CV_LOG_INFO(NULL, "bufferOffsetAlignment = "<<info.bufferOffsetAlignment<<".");
+
+    // find compute queue
+    uint32_t queueFamilyPropertiesCount;
+    vkGetPhysicalDeviceQueueFamilyProperties(kPhysicalDevice, &queueFamilyPropertiesCount, 0);
+
+    std::vector<VkQueueFamilyProperties> queueFamilyProperties(queueFamilyPropertiesCount);
+    vkGetPhysicalDeviceQueueFamilyProperties(kPhysicalDevice, &queueFamilyPropertiesCount, queueFamilyProperties.data());
+
+    info.computeQueueFamilyIndex = findDeviceComputeQueue(queueFamilyProperties);
+    info.graphicsQueueFamilyIndex = findDeviceGraphicsQueue(queueFamilyProperties);
+    info.transferQueueFamilyIndex = findDeviceTransferQueue(queueFamilyProperties);
+
+    info.computeQueueCount = queueFamilyProperties[info.computeQueueFamilyIndex].queueCount;
+    info.graphicsQueueCount = queueFamilyProperties[info.graphicsQueueFamilyIndex].queueCount;
+    info.transferQueueCount = queueFamilyProperties[info.transferQueueFamilyIndex].queueCount;
+
+    info.unifiedComputeTransferQueue = info.computeQueueFamilyIndex == info.transferQueueFamilyIndex;
+
+    // additional device properties
+    info.subgroupSize = 64;
+    info.supportSubgroupBasic = false;
+    info.supportSubgroupVote = false;
+    info.supportSubgroupBallot = false;
+    info.supportSubgroupShuffle = false;
+
+    if (support_VK_KHR_get_physical_device_properties2)
+    {
+        void* queryDeviceProperties = 0;
+
+        // query subgroup
+        VkPhysicalDeviceSubgroupProperties physicalDeviceSubgroupProperties;
+        physicalDeviceSubgroupProperties.sType = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SUBGROUP_PROPERTIES;
+        physicalDeviceSubgroupProperties.pNext = queryDeviceProperties;
+        if (VK_VERSION_MAJOR(instanceApiVersion) >= 1 && VK_VERSION_MINOR(instanceApiVersion) >= 1)
+        {
+            queryDeviceProperties = &physicalDeviceSubgroupProperties;
+        }
+
+        VkPhysicalDeviceProperties2KHR queryProperties;
+        queryProperties.sType = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_PROPERTIES_2_KHR;
+        queryProperties.pNext = queryDeviceProperties;
+        vkGetPhysicalDeviceProperties2KHR = (PFN_vkGetPhysicalDeviceProperties2KHR)vkGetInstanceProcAddr(kInstance, "vkGetPhysicalDeviceProperties2KHR");
+        vkGetPhysicalDeviceProperties2KHR(kPhysicalDevice, &queryProperties);
+
+        if (VK_VERSION_MAJOR(instanceApiVersion) >= 1 && VK_VERSION_MINOR(instanceApiVersion) >= 1)
+        {
+            info.subgroupSize = physicalDeviceSubgroupProperties.subgroupSize;
+            if (physicalDeviceSubgroupProperties.supportedStages & VK_SHADER_STAGE_COMPUTE_BIT)
+            {
+                info.supportSubgroupBasic = physicalDeviceSubgroupProperties.supportedOperations & VK_SUBGROUP_FEATURE_BASIC_BIT;
+                info.supportSubgroupVote = physicalDeviceSubgroupProperties.supportedOperations & VK_SUBGROUP_FEATURE_VOTE_BIT;
+                info.supportSubgroupBallot = physicalDeviceSubgroupProperties.supportedOperations & VK_SUBGROUP_FEATURE_BALLOT_BIT;
+                info.supportSubgroupShuffle = physicalDeviceSubgroupProperties.supportedOperations & VK_SUBGROUP_FEATURE_SHUFFLE_BIT;
+            }
+        }
+        else
+        {
+            if (physicalDeviceProperties.vendorID == 0x5143) // qcom adreno prefer very large workgroup :P
+                info.subgroupSize = 128;
+            if (physicalDeviceProperties.vendorID == 0x13b5) // arm mali
+                info.subgroupSize = 16;
+            if (physicalDeviceProperties.vendorID == 0x1010) // imgtec powervr
+                info.subgroupSize = 32;
+            if (physicalDeviceProperties.vendorID == 0x1002) // amd
+                info.subgroupSize = 64;
+            if (physicalDeviceProperties.vendorID == 0x10de) // nvidia
+                info.subgroupSize = 32;
+            if (physicalDeviceProperties.vendorID == 0x8086) // intel
+                info.subgroupSize = 32;
+        }
+    }
+
+    // cache memory properties
+    vkGetPhysicalDeviceMemoryProperties(kPhysicalDevice, &info.physicalDeviceMemoryProperties);
+
+    // get device extension
+    uint32_t deviceExtensionPropertyCount = 0;
+    VK_CHECK_RESULT(vkEnumerateDeviceExtensionProperties(kPhysicalDevice, NULL, &deviceExtensionPropertyCount, NULL));
+
+    std::vector<VkExtensionProperties> deviceExtensionProperties(deviceExtensionPropertyCount);
+    VK_CHECK_RESULT(vkEnumerateDeviceExtensionProperties(kPhysicalDevice, NULL, &deviceExtensionPropertyCount, deviceExtensionProperties.data()));
+
+    // extension capability
+    info.support_VK_KHR_8bit_storage = 0;
+    info.support_VK_KHR_16bit_storage = 0;
+    info.support_VK_KHR_bind_memory2 = 0;
+    info.support_VK_KHR_create_renderpass2 = 0;
+    info.support_VK_KHR_dedicated_allocation = 0;
+    info.support_VK_KHR_descriptor_update_template = 0;
+    info.support_VK_KHR_external_memory = 0;
+    info.support_VK_KHR_get_memory_requirements2 = 0;
+    info.support_VK_KHR_maintenance1 = 0;
+    info.support_VK_KHR_maintenance2 = 0;
+    info.support_VK_KHR_maintenance3 = 0;
+    info.support_VK_KHR_multiview = 0;
+    info.support_VK_KHR_portability_subset = 0;
+    info.support_VK_KHR_push_descriptor = 0;
+    info.support_VK_KHR_sampler_ycbcr_conversion = 0;
+    info.support_VK_KHR_shader_float16_int8 = 0;
+    info.support_VK_KHR_shader_float_controls = 0;
+    info.support_VK_KHR_storage_buffer_storage_class = 0;
+    info.support_VK_KHR_swapchain = 0;
+    info.support_VK_EXT_descriptor_indexing = 0;
+    info.support_VK_EXT_memory_budget = 0;
+    info.support_VK_EXT_queue_family_foreign = 0;
+#if defined(__ANDROID_API__) && __ANDROID_API__ >= 26
+    gpu_info.support_VK_ANDROID_external_memory_android_hardware_buffer = 0;
+#endif // __ANDROID_API__ >= 26
+    info.support_VK_NV_cooperative_matrix = 0;
+    for (uint32_t j = 0; j < deviceExtensionPropertyCount; j++)
+    {
+        const VkExtensionProperties& exp = deviceExtensionProperties[j];
+
+        if (strcmp(exp.extensionName, "VK_KHR_8bit_storage") == 0)
+            info.support_VK_KHR_8bit_storage = exp.specVersion;
+        else if (strcmp(exp.extensionName, "VK_KHR_16bit_storage") == 0)
+            info.support_VK_KHR_16bit_storage = exp.specVersion;
+        else if (strcmp(exp.extensionName, "VK_KHR_bind_memory2") == 0)
+            info.support_VK_KHR_bind_memory2 = exp.specVersion;
+        else if (strcmp(exp.extensionName, "VK_KHR_create_renderpass2") == 0)
+            info.support_VK_KHR_create_renderpass2 = exp.specVersion;
+        else if (strcmp(exp.extensionName, "VK_KHR_dedicated_allocation") == 0)
+            info.support_VK_KHR_dedicated_allocation = exp.specVersion;
+        else if (strcmp(exp.extensionName, "VK_KHR_descriptor_update_template") == 0)
+            info.support_VK_KHR_descriptor_update_template = exp.specVersion;
+        else if (strcmp(exp.extensionName, "VK_KHR_external_memory") == 0)
+            info.support_VK_KHR_external_memory = exp.specVersion;
+        else if (strcmp(exp.extensionName, "VK_KHR_get_memory_requirements2") == 0)
+            info.support_VK_KHR_get_memory_requirements2 = exp.specVersion;
+        else if (strcmp(exp.extensionName, "VK_KHR_maintenance1") == 0)
+            info.support_VK_KHR_maintenance1 = exp.specVersion;
+        else if (strcmp(exp.extensionName, "VK_KHR_maintenance2") == 0)
+            info.support_VK_KHR_maintenance2 = exp.specVersion;
+        else if (strcmp(exp.extensionName, "VK_KHR_maintenance3") == 0)
+            info.support_VK_KHR_maintenance3 = exp.specVersion;
+        else if (strcmp(exp.extensionName, "VK_KHR_multiview") == 0)
+            info.support_VK_KHR_multiview = exp.specVersion;
+        else if (strcmp(exp.extensionName, "VK_KHR_portability_subset") == 0)
+            info.support_VK_KHR_portability_subset = exp.specVersion;
+        else if (strcmp(exp.extensionName, "VK_KHR_push_descriptor") == 0)
+            info.support_VK_KHR_push_descriptor = exp.specVersion;
+        else if (strcmp(exp.extensionName, "VK_KHR_sampler_ycbcr_conversion") == 0)
+            info.support_VK_KHR_sampler_ycbcr_conversion = exp.specVersion;
+        else if (strcmp(exp.extensionName, "VK_KHR_shader_float16_int8") == 0)
+            info.support_VK_KHR_shader_float16_int8 = exp.specVersion;
+        else if (strcmp(exp.extensionName, "VK_KHR_shader_float_controls") == 0)
+            info.support_VK_KHR_shader_float_controls = exp.specVersion;
+        else if (strcmp(exp.extensionName, "VK_KHR_storage_buffer_storage_class") == 0)
+            info.support_VK_KHR_storage_buffer_storage_class = exp.specVersion;
+        else if (strcmp(exp.extensionName, "VK_KHR_swapchain") == 0)
+            info.support_VK_KHR_swapchain = exp.specVersion;
+        else if (strcmp(exp.extensionName, "VK_EXT_descriptor_indexing") == 0)
+            info.support_VK_EXT_descriptor_indexing = exp.specVersion;
+        else if (strcmp(exp.extensionName, "VK_EXT_memory_budget") == 0)
+            info.support_VK_EXT_memory_budget = exp.specVersion;
+        else if (strcmp(exp.extensionName, "VK_EXT_queue_family_foreign") == 0)
+            info.support_VK_EXT_queue_family_foreign = exp.specVersion;
+#if defined(__ANDROID_API__) && __ANDROID_API__ >= 26
+        else if (strcmp(exp.extensionName, "VK_ANDROID_external_memory_android_hardware_buffer") == 0)
+            info.support_VK_ANDROID_external_memory_android_hardware_buffer = exp.specVersion;
+#endif // __ANDROID_API__ >= 26
+        else if (strcmp(exp.extensionName, "VK_NV_cooperative_matrix") == 0)
+            info.support_VK_NV_cooperative_matrix = exp.specVersion;
+    }
+
+    // check features
+    info.support_fp16_packed = true;
+    info.support_fp16_storage = false;
+    info.support_fp16_arithmetic = false;
+    info.support_int8_packed = true;
+    info.support_int8_storage = false;
+    info.support_int8_arithmetic = false;
+
+    if (support_VK_KHR_get_physical_device_properties2)
+    {
+        void* queryExtensionFeatures = 0;
+
+        VkPhysicalDevice8BitStorageFeaturesKHR query8BitStorageFeatures;
+        query8BitStorageFeatures.sType = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_8BIT_STORAGE_FEATURES_KHR;
+        query8BitStorageFeatures.pNext = 0;
+        if (info.support_VK_KHR_8bit_storage)
+        {
+            query8BitStorageFeatures.pNext = queryExtensionFeatures;
+            queryExtensionFeatures = &query8BitStorageFeatures;
+        }
+
+        // query fp16/int16 storage
+        VkPhysicalDevice16BitStorageFeaturesKHR query16BitStorageFeatures;
+        query16BitStorageFeatures.sType = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_16BIT_STORAGE_FEATURES_KHR;
+        query16BitStorageFeatures.pNext = 0;
+        if (info.support_VK_KHR_16bit_storage)
+        {
+            query16BitStorageFeatures.pNext = queryExtensionFeatures;
+            queryExtensionFeatures = &query16BitStorageFeatures;
+        }
+
+        // query fp16/int8 arithmetic
+        VkPhysicalDeviceFloat16Int8FeaturesKHR queryFloat16Int8Features;
+        queryFloat16Int8Features.sType = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_FLOAT16_INT8_FEATURES_KHR;
+        queryFloat16Int8Features.pNext = 0;
+        if (info.support_VK_KHR_shader_float16_int8)
+        {
+            queryFloat16Int8Features.pNext = queryExtensionFeatures;
+            queryExtensionFeatures = &queryFloat16Int8Features;
+        }
+
+        VkPhysicalDeviceFeatures2KHR queryFeatures;
+        queryFeatures.sType = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_FEATURES_2_KHR;
+        queryFeatures.pNext = queryExtensionFeatures;
+
+        vkGetPhysicalDeviceFeatures2KHR(kPhysicalDevice, &queryFeatures);
+
+        if (info.support_VK_KHR_8bit_storage)
+        {
+            info.support_int8_storage = query8BitStorageFeatures.storageBuffer8BitAccess;
+        }
+        if (info.support_VK_KHR_16bit_storage && queryFeatures.features.shaderStorageImageExtendedFormats)
+        {
+            // shaderStorageImageExtendedFormats enables r16f format in storage image
+            info.support_fp16_storage = query16BitStorageFeatures.storageBuffer16BitAccess;
+        }
+        if (info.support_VK_KHR_shader_float16_int8)
+        {
+            info.support_fp16_arithmetic = queryFloat16Int8Features.shaderFloat16;
+            info.support_int8_arithmetic = queryFloat16Int8Features.shaderInt8;
+        }
+    }
+
+    if (physicalDeviceProperties.vendorID == 0x13b5 && physicalDeviceProperties.apiVersion < VK_MAKE_VERSION(1, 0, 82))
+    {
+        // the 16bit_storage implementation of arm mali driver is buggy :[
+        info.support_fp16_storage = false;
+    }
+
+    if (physicalDeviceProperties.vendorID == 0x10002 && physicalDeviceProperties.deviceID == 0x70006214 && physicalDeviceProperties.apiVersion == VK_MAKE_VERSION(1, 1, 82))
+    {
+        // the 16bit_storage implementation of vivante gc1700 driver is buggy :[
+        info.support_fp16_storage = false;
+    }
+    CV_LOG_INFO(NULL, "GPU id "<<gpuInfoList.size()<<", name = "<<physicalDeviceProperties.deviceName<<
+        ", queueCompute = ["<<info.computeQueueFamilyIndex<<","<<info.computeQueueCount<<"]"<<
+        ", queueGraphics = ["<<info.graphicsQueueFamilyIndex<<","<<info.graphicsQueueCount<<"]"<<
+        ", queueTransfer = ["<<info.transferQueueFamilyIndex<<","<<info.transferQueueCount<<"].");
+
+    CV_LOG_INFO(NULL, "fp16-packed/storage/arithmetic = "<<info.support_fp16_packed<<"/"
+        <<info.support_VK_KHR_16bit_storage<<"/"<<info.support_fp16_arithmetic<<".");
+    CV_LOG_INFO(NULL, "int8-packed/storage/arithmetic = "<<info.support_int8_packed<<"/"
+        <<info.support_int8_storage<<"/"<<info.support_int8_arithmetic<<".");
+
+    CV_LOG_INFO(NULL, "subgroup = "<<info.subgroupSize<<", basic = "
+        <<info.supportSubgroupBasic<<", vote = "<<info.support_int8_arithmetic<<".");
+
+    return info;
+}
+
+int Context::findBestPhysicalGPUIndex()
+{
+    // first try, discrete gpu
+    for (int i = 0; i < gpuInfoList.size(); i++)
+    {
+        if (gpuInfoList[i].type == GPU_TYPE_DISCRETE)
+            return i;
+    }
+
+    // second try, integrated gpu
+    for (int i = 0; i < gpuInfoList.size(); i++)
+    {
+        if (gpuInfoList[i].type == GPU_TYPE_INTEGRATED)
+            return i;
+    }
+
+    // third try, any probed device
+    if (gpuInfoList.size() > 0)
+        return 0;
+
+    CV_LOG_ERROR(NULL, "no vulkan device");
+    return -1;
+}
+
+void Context::reset()
+{
+    cmdPoolPtr->reset();
+    pipelineFactoryPtr->reset();
 }
 
 Context::~Context()
 {
-    vkDestroyCommandPool(kDevice, kCmdPool, NULL);
-    vkDestroyDevice(kDevice, NULL);
+    cmdPoolPtr.release();
+    pipelineFactoryPtr.release();
 
-    if (enableValidationLayers) {
+    if (enableValidationLayers)
+    {
         auto func = (PFN_vkDestroyDebugReportCallbackEXT)
-            vkGetInstanceProcAddr(kInstance, "vkDestroyDebugReportCallbackEXT");
+                vkGetInstanceProcAddr(kInstance, "vkDestroyDebugReportCallbackEXT");
+
         if (func == nullptr)
         {
             CV_LOG_FATAL(NULL, "Could not load vkDestroyDebugReportCallbackEXT");
@@ -290,12 +846,42 @@ Context::~Context()
             func(kInstance, kDebugReportCallback, NULL);
         }
     }
-    kShaders.clear();
+
+    // TODO: release the kDevice and kInstance in Windows.
+    /* Because dnn dynamically load vulkan library at runtime. On windows, it may be encountered that the vulkan-related
+     * library is unloaded before the destructor is executed. And the following two lines will cause a segmentation fault.
+     * And currently, we will release the vulkan related resource in Linux and MacOS, but not in Windows.
+     * */
+#ifndef _WIN32
+    vkDestroyDevice(kDevice, NULL);
     vkDestroyInstance(kInstance, NULL);
+#endif
+}
+
+static Ptr<Context> contextInstance = nullptr;
+static bool callOnce = false;
+
+Ptr<Context> Context::create()
+{
+    cv::AutoLock lock(kContextMtx);
+    if (!callOnce)
+    {
+        callOnce = true;
+        contextInstance = Ptr<Context>(new Context());
+    }
+    return contextInstance;
+}
 
-    return;
+bool isAvailable()
+{
+    // create context to initialize the kDevice.
+    if (kDevice == VK_NULL_HANDLE)
+    {
+        Context::create();
+    }
+    return kDevice != VK_NULL_HANDLE;
 }
 
 #endif // HAVE_VULKAN
 
-}}} // namespace cv::dnn::vkcom
+}}} // namespace cv::dnn::vkcom

modules/dnn/src/vkcom/src/context.hpp

@@ -1,28 +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) 2018, Intel Corporation, all rights reserved.
-// Third party copyrights are property of their respective owners.
-
-#ifndef OPENCV_DNN_VKCOM_CONTEXT_HPP
-#define OPENCV_DNN_VKCOM_CONTEXT_HPP
-
-namespace cv { namespace dnn { namespace vkcom {
-
-#ifdef HAVE_VULKAN
-
-class Context
-{
-public:
-    Context();
-    ~Context();
-};
-
-void createContext();
-
-#endif // HAVE_VULKAN
-
-}}} // namespace cv::dnn::vkcom
-
-#endif // OPENCV_DNN_VKCOM_CONTEXT_HPP