Merge pull request #20163 from smirnov-alexey:as/gapi_serialization_docs

G-API: add documentation on serialization functionality

* Add documentation on serialization/deserialization

* Add docs on bind() methods

* Fix typo

* Docs refactoring

* Fix s11n docs

* Fix deserialize() docs

* Change deserialize docs

* Fix warning

* Address review comments

* Fix sample

* Fix warnings and errors

* Fix docs warnings

* Fix warnings

* Address review comments

* Add prefixes to snippets and fix indentation

* Address review comments and move snippets to a single file
pull/20400/head
Alexey Smirnov 3 years ago committed by GitHub
parent c0f63eb21f
commit 59ae0e0013
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  1. 3
      modules/gapi/include/opencv2/gapi.hpp
  2. 41
      modules/gapi/include/opencv2/gapi/garg.hpp
  3. 2
      modules/gapi/include/opencv2/gapi/gproto.hpp
  4. 185
      modules/gapi/include/opencv2/gapi/s11n.hpp
  5. 35
      modules/gapi/include/opencv2/gapi/s11n/base.hpp
  6. 121
      modules/gapi/samples/api_ref_snippets.cpp
  7. 6
      modules/gapi/src/api/s11n.cpp
  8. 2
      modules/gapi/test/s11n/gapi_s11n_tests.cpp

@ -2,7 +2,7 @@
// 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
// Copyright (C) 2018-2021 Intel Corporation
#ifndef OPENCV_GAPI_HPP
@ -19,6 +19,7 @@
@}
@defgroup gapi_std_backends G-API Standard Backends
@defgroup gapi_compile_args G-API Graph Compilation Arguments
@defgroup gapi_serialization G-API Serialization functionality
@}
*/

@ -2,7 +2,7 @@
// 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) 2018-2020 Intel Corporation
// Copyright (C) 2018-2021 Intel Corporation
#ifndef OPENCV_GAPI_GARG_HPP
@ -171,7 +171,7 @@ using GRunArgs = std::vector<GRunArg>;
* It's an ordinary overload of addition assignment operator.
*
* Example of usage:
* @snippet dynamic_graph.cpp GRunArgs usage
* @snippet modules/gapi/samples/dynamic_graph.cpp GRunArgs usage
*
*/
inline GRunArgs& operator += (GRunArgs &lhs, const GRunArgs &rhs)
@ -223,7 +223,7 @@ using GRunArgsP = std::vector<GRunArgP>;
* It's an ordinary overload of addition assignment operator.
*
* Example of usage:
* @snippet dynamic_graph.cpp GRunArgsP usage
* @snippet modules/gapi/samples/dynamic_graph.cpp GRunArgsP usage
*
*/
inline GRunArgsP& operator += (GRunArgsP &lhs, const GRunArgsP &rhs)
@ -235,8 +235,39 @@ inline GRunArgsP& operator += (GRunArgsP &lhs, const GRunArgsP &rhs)
namespace gapi
{
GAPI_EXPORTS cv::GRunArgsP bind(cv::GRunArgs &results);
GAPI_EXPORTS cv::GRunArg bind(cv::GRunArgP &out); // FIXME: think more about it
/**
* \addtogroup gapi_serialization
* @{
*
* @brief G-API functions and classes for serialization and deserialization.
*/
/** @brief Wraps deserialized output GRunArgs to GRunArgsP which can be used by GCompiled.
*
* Since it's impossible to get modifiable output arguments from deserialization
* it needs to be wrapped by this function.
*
* Example of usage:
* @snippet modules/gapi/samples/api_ref_snippets.cpp bind after deserialization
*
* @param out_args deserialized GRunArgs.
* @return the same GRunArgs wrapped in GRunArgsP.
* @see deserialize
*/
GAPI_EXPORTS cv::GRunArgsP bind(cv::GRunArgs &out_args);
/** @brief Wraps output GRunArgsP available during graph execution to GRunArgs which can be serialized.
*
* GRunArgsP is pointer-to-value, so to be serialized they need to be binded to real values
* which this function does.
*
* Example of usage:
* @snippet modules/gapi/samples/api_ref_snippets.cpp bind before serialization
*
* @param out output GRunArgsP available during graph execution.
* @return the same GRunArgsP wrapped in serializable GRunArgs.
* @see serialize
*/
GAPI_EXPORTS cv::GRunArg bind(cv::GRunArgP &out); // FIXME: think more about it
/** @} */
}
template<typename... Ts> inline GRunArgs gin(const Ts&... args)

@ -71,7 +71,7 @@ public:
* It's an ordinary overload of addition assignment operator.
*
* Example of usage:
* @snippet dynamic_graph.cpp GIOProtoArgs usage
* @snippet modules/gapi/samples/dynamic_graph.cpp GIOProtoArgs usage
*
*/
template<typename Tg>

@ -17,65 +17,135 @@
namespace cv {
namespace gapi {
/**
* \addtogroup gapi_serialization
* @{
*/
namespace detail {
GAPI_EXPORTS cv::GComputation getGraph(const std::vector<char> &p);
GAPI_EXPORTS cv::GComputation getGraph(const std::vector<char> &bytes);
GAPI_EXPORTS cv::GMetaArgs getMetaArgs(const std::vector<char> &p);
GAPI_EXPORTS cv::GMetaArgs getMetaArgs(const std::vector<char> &bytes);
GAPI_EXPORTS cv::GRunArgs getRunArgs(const std::vector<char> &p);
GAPI_EXPORTS cv::GRunArgs getRunArgs(const std::vector<char> &bytes);
GAPI_EXPORTS std::vector<std::string> getVectorOfStrings(const std::vector<char> &p);
GAPI_EXPORTS std::vector<std::string> getVectorOfStrings(const std::vector<char> &bytes);
template<typename... Types>
cv::GCompileArgs getCompileArgs(const std::vector<char> &p);
cv::GCompileArgs getCompileArgs(const std::vector<char> &bytes);
template<typename RMatAdapterType>
cv::GRunArgs getRunArgsWithRMats(const std::vector<char> &p);
cv::GRunArgs getRunArgsWithRMats(const std::vector<char> &bytes);
} // namespace detail
/** @brief Serialize a graph represented by GComputation into an array of bytes.
*
* Check different overloads for more examples.
* @param c GComputation to serialize.
* @return serialized vector of bytes.
*/
GAPI_EXPORTS std::vector<char> serialize(const cv::GComputation &c);
//namespace{
/** @overload
* @param ca GCompileArgs to serialize.
*/
GAPI_EXPORTS std::vector<char> serialize(const cv::GCompileArgs& ca);
/** @overload
* @param ma GMetaArgs to serialize.
*/
GAPI_EXPORTS std::vector<char> serialize(const cv::GMetaArgs& ma);
/** @overload
* @param ra GRunArgs to serialize.
*/
GAPI_EXPORTS std::vector<char> serialize(const cv::GRunArgs& ra);
/** @overload
* @param vs std::vector<std::string> to serialize.
*/
GAPI_EXPORTS std::vector<char> serialize(const std::vector<std::string>& vs);
/**
* @private
*/
template<typename T> static inline
T deserialize(const std::vector<char> &p);
//} //ananymous namespace
GAPI_EXPORTS std::vector<char> serialize(const cv::GCompileArgs&);
GAPI_EXPORTS std::vector<char> serialize(const cv::GMetaArgs&);
GAPI_EXPORTS std::vector<char> serialize(const cv::GRunArgs&);
GAPI_EXPORTS std::vector<char> serialize(const std::vector<std::string>&);
T deserialize(const std::vector<char> &bytes);
/** @brief Deserialize GComputation from a byte array.
*
* Check different overloads for more examples.
* @param bytes serialized vector of bytes.
* @return deserialized GComputation object.
*/
template<> inline
cv::GComputation deserialize(const std::vector<char> &p) {
return detail::getGraph(p);
cv::GComputation deserialize(const std::vector<char> &bytes) {
return detail::getGraph(bytes);
}
/** @brief Deserialize GMetaArgs from a byte array.
*
* Check different overloads for more examples.
* @param bytes serialized vector of bytes.
* @return deserialized GMetaArgs object.
*/
template<> inline
cv::GMetaArgs deserialize(const std::vector<char> &p) {
return detail::getMetaArgs(p);
cv::GMetaArgs deserialize(const std::vector<char> &bytes) {
return detail::getMetaArgs(bytes);
}
/** @brief Deserialize GRunArgs from a byte array.
*
* Check different overloads for more examples.
* @param bytes serialized vector of bytes.
* @return deserialized GRunArgs object.
*/
template<> inline
cv::GRunArgs deserialize(const std::vector<char> &p) {
return detail::getRunArgs(p);
cv::GRunArgs deserialize(const std::vector<char> &bytes) {
return detail::getRunArgs(bytes);
}
/** @brief Deserialize std::vector<std::string> from a byte array.
*
* Check different overloads for more examples.
* @param bytes serialized vector of bytes.
* @return deserialized std::vector<std::string> object.
*/
template<> inline
std::vector<std::string> deserialize(const std::vector<char> &p) {
return detail::getVectorOfStrings(p);
std::vector<std::string> deserialize(const std::vector<char> &bytes) {
return detail::getVectorOfStrings(bytes);
}
/**
* @brief Deserialize GCompileArgs which types were specified in the template from a byte array.
*
* @note cv::gapi::s11n::detail::S11N template specialization must be provided to make a custom type
* in GCompileArgs deserializable.
*
* @param bytes vector of bytes to deserialize GCompileArgs object from.
* @return GCompileArgs object.
* @see GCompileArgs cv::gapi::s11n::detail::S11N
*/
template<typename T, typename... Types> inline
typename std::enable_if<std::is_same<T, GCompileArgs>::value, GCompileArgs>::
type deserialize(const std::vector<char> &p) {
return detail::getCompileArgs<Types...>(p);
type deserialize(const std::vector<char> &bytes) {
return detail::getCompileArgs<Types...>(bytes);
}
/**
* @brief Deserialize GRunArgs including RMat objects if any from a byte array.
*
* RMat adapter type is specified in the template.
* @note To be used properly specified adapter type must overload its serialize() and
* deserialize() methods.
* @param bytes vector of bytes to deserialize GRunArgs object from.
* @return GRunArgs including RMat objects if any.
* @see RMat
*/
template<typename T, typename RMatAdapterType> inline
typename std::enable_if<std::is_same<T, GRunArgs>::value, GRunArgs>::
type deserialize(const std::vector<char> &p) {
return detail::getRunArgsWithRMats<RMatAdapterType>(p);
type deserialize(const std::vector<char> &bytes) {
return detail::getRunArgsWithRMats<RMatAdapterType>(bytes);
}
} // namespace gapi
} // namespace cv
@ -83,6 +153,17 @@ type deserialize(const std::vector<char> &p) {
namespace cv {
namespace gapi {
namespace s11n {
/** @brief This structure is an interface for serialization routines.
*
* It's main purpose is to provide multiple overloads for operator<<()
* with basic C++ in addition to OpenCV/G-API types.
*
* This sctructure can be inherited and further extended with additional types.
*
* For example, it is utilized in cv::gapi::s11n::detail::S11N as input parameter
* in serialize() method.
*/
struct GAPI_EXPORTS IOStream {
virtual ~IOStream() = default;
// Define the native support for basic C++ types at the API level:
@ -99,6 +180,16 @@ struct GAPI_EXPORTS IOStream {
virtual IOStream& operator<< (const std::string&) = 0;
};
/** @brief This structure is an interface for deserialization routines.
*
* It's main purpose is to provide multiple overloads for operator>>()
* with basic C++ in addition to OpenCV/G-API types.
*
* This structure can be inherited and further extended with additional types.
*
* For example, it is utilized in cv::gapi::s11n::detail::S11N as input parameter
* in deserialize() method.
*/
struct GAPI_EXPORTS IIStream {
virtual ~IIStream() = default;
virtual IIStream& operator>> (bool &) = 0;
@ -116,7 +207,7 @@ struct GAPI_EXPORTS IIStream {
};
namespace detail {
GAPI_EXPORTS std::unique_ptr<IIStream> getInStream(const std::vector<char> &p);
GAPI_EXPORTS std::unique_ptr<IIStream> getInStream(const std::vector<char> &bytes);
} // namespace detail
////////////////////////////////////////////////////////////////////////////////
@ -146,24 +237,26 @@ GAPI_EXPORTS IIStream& operator>> (IIStream& is, cv::Mat &m);
// FIXME: for GRunArgs serailization
#if !defined(GAPI_STANDALONE)
GAPI_EXPORTS IOStream& operator<< (IOStream& os, const cv::UMat &);
GAPI_EXPORTS IIStream& operator>> (IIStream& is, cv::UMat &);
GAPI_EXPORTS IOStream& operator<< (IOStream& os, const cv::UMat & um);
GAPI_EXPORTS IIStream& operator>> (IIStream& is, cv::UMat & um);
#endif // !defined(GAPI_STANDALONE)
GAPI_EXPORTS IOStream& operator<< (IOStream& os, const cv::RMat &r);
GAPI_EXPORTS IIStream& operator>> (IIStream& is, cv::RMat &r);
GAPI_EXPORTS IOStream& operator<< (IOStream& os, const cv::gapi::wip::IStreamSource::Ptr &);
GAPI_EXPORTS IIStream& operator>> (IIStream& is, cv::gapi::wip::IStreamSource::Ptr &);
GAPI_EXPORTS IOStream& operator<< (IOStream& os, const cv::gapi::wip::IStreamSource::Ptr &issptr);
GAPI_EXPORTS IIStream& operator>> (IIStream& is, cv::gapi::wip::IStreamSource::Ptr &issptr);
GAPI_EXPORTS IOStream& operator<< (IOStream& os, const cv::detail::VectorRef &);
GAPI_EXPORTS IIStream& operator>> (IIStream& is, cv::detail::VectorRef &);
GAPI_EXPORTS IOStream& operator<< (IOStream& os, const cv::detail::VectorRef &vr);
GAPI_EXPORTS IIStream& operator>> (IIStream& is, cv::detail::VectorRef &vr);
GAPI_EXPORTS IOStream& operator<< (IOStream& os, const cv::detail::OpaqueRef &);
GAPI_EXPORTS IIStream& operator>> (IIStream& is, cv::detail::OpaqueRef &);
GAPI_EXPORTS IOStream& operator<< (IOStream& os, const cv::detail::OpaqueRef &opr);
GAPI_EXPORTS IIStream& operator>> (IIStream& is, cv::detail::OpaqueRef &opr);
GAPI_EXPORTS IOStream& operator<< (IOStream& os, const cv::MediaFrame &);
GAPI_EXPORTS IIStream& operator>> (IIStream& is, cv::MediaFrame &);
/// @private -- Exclude this function from OpenCV documentation
GAPI_EXPORTS IOStream& operator<< (IOStream& os, const cv::MediaFrame &mf);
/// @private -- Exclude this function from OpenCV documentation
GAPI_EXPORTS IIStream& operator>> (IIStream& is, cv::MediaFrame &mf);
// Generic STL types ////////////////////////////////////////////////////////////////
template<typename K, typename V>
@ -186,6 +279,7 @@ IIStream& operator>> (IIStream& is, std::map<K, V> &m) {
}
return is;
}
template<typename K, typename V>
IOStream& operator<< (IOStream& os, const std::unordered_map<K, V> &m) {
const uint32_t sz = static_cast<uint32_t>(m.size());
@ -206,6 +300,7 @@ IIStream& operator>> (IIStream& is, std::unordered_map<K, V> &m) {
}
return is;
}
template<typename T>
IOStream& operator<< (IOStream& os, const std::vector<T> &ts) {
const uint32_t sz = static_cast<uint32_t>(ts.size());
@ -233,16 +328,19 @@ template<typename V>
IOStream& put_v(IOStream&, const V&, std::size_t) {
GAPI_Assert(false && "variant>>: requested index is invalid");
};
template<typename V, typename X, typename... Xs>
IOStream& put_v(IOStream& os, const V& v, std::size_t x) {
return (x == 0u)
? os << cv::util::get<X>(v)
: put_v<V, Xs...>(os, v, x-1);
}
template<typename V>
IIStream& get_v(IIStream&, V&, std::size_t, std::size_t) {
GAPI_Assert(false && "variant<<: requested index is invalid");
}
template<typename V, typename X, typename... Xs>
IIStream& get_v(IIStream& is, V& v, std::size_t i, std::size_t gi) {
if (i == gi) {
@ -254,11 +352,13 @@ IIStream& get_v(IIStream& is, V& v, std::size_t i, std::size_t gi) {
}
} // namespace detail
//! @overload
template<typename... Ts>
IOStream& operator<< (IOStream& os, const cv::util::variant<Ts...> &v) {
os << static_cast<uint32_t>(v.index());
return detail::put_v<cv::util::variant<Ts...>, Ts...>(os, v, v.index());
}
//! @overload
template<typename... Ts>
IIStream& operator>> (IIStream& is, cv::util::variant<Ts...> &v) {
int idx = -1;
@ -268,6 +368,7 @@ IIStream& operator>> (IIStream& is, cv::util::variant<Ts...> &v) {
}
// FIXME: consider a better solution
/// @private -- Exclude this function from OpenCV documentation
template<typename... Ts>
void getRunArgByIdx (IIStream& is, cv::util::variant<Ts...> &v, uint32_t idx) {
is = detail::get_v<cv::util::variant<Ts...>, Ts...>(is, v, 0u, idx);
@ -351,8 +452,8 @@ cv::GCompileArgs getCompileArgs(const std::vector<char> &sArgs) {
}
template<typename RMatAdapterType>
cv::GRunArgs getRunArgsWithRMats(const std::vector<char> &p) {
std::unique_ptr<cv::gapi::s11n::IIStream> pIs = cv::gapi::s11n::detail::getInStream(p);
cv::GRunArgs getRunArgsWithRMats(const std::vector<char> &bytes) {
std::unique_ptr<cv::gapi::s11n::IIStream> pIs = cv::gapi::s11n::detail::getInStream(bytes);
cv::gapi::s11n::IIStream& is = *pIs;
cv::GRunArgs args;
@ -367,6 +468,8 @@ cv::GRunArgs getRunArgsWithRMats(const std::vector<char> &p) {
return args;
}
} // namespace detail
/** @} */
} // namespace gapi
} // namespace cv

@ -2,7 +2,7 @@
// 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) 2020 Intel Corporation
// Copyright (C) 2020-2021 Intel Corporation
#ifndef OPENCV_GAPI_S11N_BASE_HPP
#define OPENCV_GAPI_S11N_BASE_HPP
@ -23,25 +23,54 @@ struct IIStream;
namespace detail {
//! @addtogroup gapi_serialization
//! @{
struct NotImplemented {
};
// The default S11N for custom types is NotImplemented
// Don't! sublass from NotImplemented if you actually implement S11N.
/** @brief This structure allows to implement serialization routines for custom types.
*
* The default S11N for custom types is not implemented.
*
* @note When providing an overloaded implementation for S11N with your type
* don't inherit it from NotImplemented structure.
*
* @note There are lots of overloaded >> and << operators for basic and OpenCV/G-API types
* which can be utilized when serializing a custom type.
*
* Example of usage:
* @snippet modules/gapi/samples/api_ref_snippets.cpp S11N usage
*
*/
template<typename T>
struct S11N: public NotImplemented {
/**
* @brief This function allows user to serialize their custom type.
*
* @note The default overload throws an exception if called. User need to
* properly overload the function to use it.
*/
static void serialize(IOStream &, const T &) {
GAPI_Assert(false && "No serialization routine is provided!");
}
/**
* @brief This function allows user to deserialize their custom type.
*
* @note The default overload throws an exception if called. User need to
* properly overload the function to use it.
*/
static T deserialize(IIStream &) {
GAPI_Assert(false && "No deserialization routine is provided!");
}
};
/// @private -- Exclude this struct from OpenCV documentation
template<typename T> struct has_S11N_spec {
static constexpr bool value = !std::is_base_of<NotImplemented,
S11N<typename std::decay<T>::type>>::value;
};
//! @} gapi_serialization
} // namespace detail
} // namespace s11n

@ -4,6 +4,10 @@
#include <opencv2/gapi/core.hpp>
#include <opencv2/gapi/imgproc.hpp>
#include <opencv2/gapi/s11n.hpp>
#include <opencv2/gapi/garg.hpp>
#include <opencv2/gapi/gcommon.hpp>
#include <opencv2/gapi/cpu/gcpukernel.hpp>
#include <opencv2/gapi/fluid/core.hpp>
@ -55,6 +59,120 @@ static void typed_example()
//! [Typed_Example]
}
static void bind_serialization_example()
{
// ! [bind after deserialization]
cv::GCompiled compd;
std::vector<char> bytes;
auto graph = cv::gapi::deserialize<cv::GComputation>(bytes);
auto meta = cv::gapi::deserialize<cv::GMetaArgs>(bytes);
compd = graph.compile(std::move(meta), cv::compile_args());
auto in_args = cv::gapi::deserialize<cv::GRunArgs>(bytes);
auto out_args = cv::gapi::deserialize<cv::GRunArgs>(bytes);
compd(std::move(in_args), cv::gapi::bind(out_args));
// ! [bind after deserialization]
}
static void bind_deserialization_example()
{
// ! [bind before serialization]
std::vector<cv::GRunArgP> graph_outs;
cv::GRunArgs out_args;
for (auto &&out : graph_outs) {
out_args.emplace_back(cv::gapi::bind(out));
}
const auto sargsout = cv::gapi::serialize(out_args);
// ! [bind before serialization]
}
struct SimpleCustomType {
bool val;
bool operator==(const SimpleCustomType& other) const {
return val == other.val;
}
};
struct SimpleCustomType2 {
int val;
std::string name;
std::vector<float> vec;
std::map<int, uint64_t> mmap;
bool operator==(const SimpleCustomType2& other) const {
return val == other.val && name == other.name &&
vec == other.vec && mmap == other.mmap;
}
};
// ! [S11N usage]
namespace cv {
namespace gapi {
namespace s11n {
namespace detail {
template<> struct S11N<SimpleCustomType> {
static void serialize(IOStream &os, const SimpleCustomType &p) {
os << p.val;
}
static SimpleCustomType deserialize(IIStream &is) {
SimpleCustomType p;
is >> p.val;
return p;
}
};
template<> struct S11N<SimpleCustomType2> {
static void serialize(IOStream &os, const SimpleCustomType2 &p) {
os << p.val << p.name << p.vec << p.mmap;
}
static SimpleCustomType2 deserialize(IIStream &is) {
SimpleCustomType2 p;
is >> p.val >> p.name >> p.vec >> p.mmap;
return p;
}
};
} // namespace detail
} // namespace s11n
} // namespace gapi
} // namespace cv
// ! [S11N usage]
namespace cv {
namespace detail {
template<> struct CompileArgTag<SimpleCustomType> {
static const char* tag() {
return "org.opencv.test.simple_custom_type";
}
};
template<> struct CompileArgTag<SimpleCustomType2> {
static const char* tag() {
return "org.opencv.test.simple_custom_type_2";
}
};
} // namespace detail
} // namespace cv
static void s11n_example()
{
SimpleCustomType customVar1 { false };
SimpleCustomType2 customVar2 { 1248, "World", {1280, 720, 640, 480},
{ {5, 32434142342}, {7, 34242432} } };
std::vector<char> sArgs = cv::gapi::serialize(
cv::compile_args(customVar1, customVar2));
cv::GCompileArgs dArgs = cv::gapi::deserialize<cv::GCompileArgs,
SimpleCustomType,
SimpleCustomType2>(sArgs);
SimpleCustomType dCustomVar1 = cv::gapi::getCompileArg<SimpleCustomType>(dArgs).value();
SimpleCustomType2 dCustomVar2 = cv::gapi::getCompileArg<SimpleCustomType2>(dArgs).value();
(void) dCustomVar1;
(void) dCustomVar2;
}
G_TYPED_KERNEL(IAdd, <cv::GMat(cv::GMat)>, "test.custom.add") {
static cv::GMatDesc outMeta(const cv::GMatDesc &in) { return in; }
};
@ -128,5 +246,8 @@ int main(int argc, char *argv[])
// unused functions
typed_example();
gscalar_example();
bind_serialization_example();
bind_deserialization_example();
s11n_example();
return 0;
}

@ -65,11 +65,11 @@ std::vector<char> cv::gapi::serialize(const std::vector<std::string>& vs)
// FIXME: This function should move from S11N to GRunArg-related entities.
// it has nothing to do with the S11N as it is
cv::GRunArgsP cv::gapi::bind(cv::GRunArgs &results)
cv::GRunArgsP cv::gapi::bind(cv::GRunArgs &out_args)
{
cv::GRunArgsP outputs;
outputs.reserve(results.size());
for (cv::GRunArg &res_obj : results)
outputs.reserve(out_args.size());
for (cv::GRunArg &res_obj : out_args)
{
using T = cv::GRunArg;
switch (res_obj.index())

@ -754,8 +754,6 @@ TEST_F(S11N_Basic, Test_Deserialize_CompileArgs_RandomOrder) {
std::vector<char> sArgs = cv::gapi::serialize(
cv::compile_args(simpleCustomVar, simpleCustomVar2));
GCompileArgs dArgs = cv::gapi::deserialize<GCompileArgs,
// Here, types of passed to serialize() arguments
// are enumerated in reverse order
SimpleCustomType2,
SimpleCustomType>(sArgs);

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