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liqunfuliqunfu
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support onnx export of 2GB models
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‎Documentation/current_iteration.md

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@@ -3,6 +3,7 @@
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## Highlights of this release
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* Moved to CUDA 10 for both Windows and Linux.
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* Support advance RNN loop in ONNX export.
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* Export larger than 2GB models in ONNX format.
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## CNTK support for CUDA 10
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‎Makefile

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Original file line numberDiff line numberDiff line change
@@ -99,6 +99,7 @@ ONNX_REPO_PATH:=$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnx_repo
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ONNX_REPO_PATH+=$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnx_repo/onnx
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ONNX_REPO_PATH+=$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnxruntime/onnxruntime
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ONNX_REPO_PATH+=$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnxruntime/include/onnxruntime
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ONNX_REPO_PATH+=$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/patch/onnxruntime/platform_specifics/linux
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INCLUDEPATH:= $(addprefix $(SOURCEDIR)/, Common/Include CNTKv2LibraryDll CNTKv2LibraryDll/API CNTKv2LibraryDll/API/Internals CNTKv2LibraryDll/Generated/Linux CNTKv2LibraryDll/proto ../Examples/Extensibility/CPP Math CNTK ActionsLib ComputationNetworkLib SGDLib SequenceTrainingLib CNTK/BrainScript Readers/ReaderLib PerformanceProfilerDll)
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INCLUDEPATH+=$(PROTOBUF_PATH)/include
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INCLUDEPATH+=$(GSL_PATH)/include
@@ -535,7 +536,20 @@ CNTKLIBRARY_COMMON_SRC =\
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$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnxruntime/onnxruntime/core/common/logging/logging.cc \
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$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnxruntime/onnxruntime/core/common/profiler.cc \
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$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnxruntime/onnxruntime/core/common/status.cc \
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$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnxruntime/onnxruntime/core/framework/tensorutils.cc \
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$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnxruntime/onnxruntime/core/common/str_helper.cc \
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$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnxruntime/onnxruntime/core/framework/allocator.cc \
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$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnxruntime/onnxruntime/core/framework/data_types.cc \
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$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnxruntime/onnxruntime/core/framework/environment.cc \
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$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnxruntime/onnxruntime/core/framework/error_code.cc \
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$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnxruntime/onnxruntime/core/framework/onnxruntime_typeinfo.cc \
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$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnxruntime/onnxruntime/core/framework/tensor.cc \
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$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnxruntime/onnxruntime/core/framework/tensorprotoutils.cc \
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$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnxruntime/onnxruntime/core/framework/tensor_external_data_info.cc \
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$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnxruntime/onnxruntime/core/framework/tensor_shape.cc \
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$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnxruntime/onnxruntime/core/framework/tensor_type_and_shape.cc \
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$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnxruntime/onnxruntime/core/graph/contrib_ops/attn_lstm_schema_defs.cc \
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$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnxruntime/onnxruntime/core/graph/contrib_ops/contrib_defs.cc \
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$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnxruntime/onnxruntime/core/graph/contrib_ops/range_schema_defs.cc \
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$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnxruntime/onnxruntime/core/graph/function.cc \
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$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnxruntime/onnxruntime/core/graph/graph.cc \
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$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnxruntime/onnxruntime/core/graph/graph_viewer.cc \
@@ -548,6 +562,9 @@ CNTKLIBRARY_COMMON_SRC =\
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$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnxruntime/onnxruntime/core/platform/posix/env_time.cc \
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$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnxruntime/onnxruntime/core/platform/posix/stacktrace.cc \
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$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnxruntime/onnxruntime/core/platform/posix/ort_mutex.cc \
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$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/patch/onnxruntime/core/common/logging/ostream_sink.cc \
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$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/patch/onnxruntime/core/session/onnxruntime_c_api.cc \
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$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/patch/onnxruntime/core/framework/path_lib.cc \
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$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnx_repo/onnx/checker.cpp \
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$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnx_repo/onnx/common/assertions.cc \
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$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnx_repo/onnx/common/model_helpers.cc \

‎Source/CNTKv2LibraryDll/API/CNTKLibrary.h

+15-1
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@@ -3559,6 +3559,19 @@ namespace CNTK
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return foundFunction;
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}
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//FunctionPtr FindByUid(const std::wstring& uid, bool nestedSearchInsideBlockFunction = false)
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//{
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// FunctionPtr foundFunction = nullptr;
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// PreorderTraverseFunctions(RootFunction(), [&foundFunction, &uid, this](const FunctionPtr& function) {
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// if (uid.compare(function->Uid()) == 0)
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// {
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// foundFunction = function;
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// }
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// }, nestedSearchInsideBlockFunction);
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// return foundFunction;
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//}
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///
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/// Find a list of functions with the given name in the Function graph underlying 'this' Function.
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/// If nestedSearchInsideBlockFunction is true, all functions inside block functions are also searched for the given name.
@@ -3595,7 +3608,8 @@ namespace CNTK
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///
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/// Save this Function graph into a model file.
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///
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CNTK_API void Save(const std::wstring& filepath, ModelFormat format = ModelFormat::CNTKv2);
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CNTK_API void Save(const std::wstring& filepath, ModelFormat format = ModelFormat::CNTKv2,
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bool useExternalFilesToStoreParameters = false);
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///
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/// Restore the models parameters (in-place) from a model file

‎Source/CNTKv2LibraryDll/CNTKv2LibraryDll.vcxproj

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@@ -66,7 +66,7 @@
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<AdditionalIncludeDirectories>.\proto\onnx;.\proto\onnx\onnxruntime\onnxruntime;.\proto\onnx\onnxruntime\include\onnxruntime;.\proto\onnx\onnx_repo;.\proto\onnx\onnx_repo\onnx;.\API;.\API\Internals;.\proto;$(BOOST_INCLUDE_PATH);$(SolutionDir)\Source\CNTKv2LibraryDll;$(SolutionDir)Source\SGDLib;$(SolutionDir)Source\Readers\ReaderLib;$(SolutionDir)Source\ComputationNetworkLib;$(SolutionDir)Source\SequenceTrainingLib;$(SolutionDir)Source\Math;$(SolutionDir)Source\Common\Include;$(SolutionDir)Source\CNTK\BrainScript;$(SolutionDir)Source\ActionsLib;$(MSMPI_INC);$(NvmlInclude);$(ProtobufInclude);$(SolutionDir)Source\PerformanceProfilerDll;..\..\external\gsl\include;$(ProjectDir)Generated\Windows</AdditionalIncludeDirectories>
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<AdditionalIncludeDirectories>.\proto\onnx;.\proto\onnx\onnxruntime\onnxruntime;.\proto\onnx\patch\onnxruntime\platform_specifics\windows;.\proto\onnx\onnxruntime\include\onnxruntime;.\proto\onnx\onnx_repo;.\proto\onnx\onnx_repo\onnx;.\API;.\API\Internals;.\proto;$(BOOST_INCLUDE_PATH);$(SolutionDir)\Source\CNTKv2LibraryDll;$(SolutionDir)Source\SGDLib;$(SolutionDir)Source\Readers\ReaderLib;$(SolutionDir)Source\ComputationNetworkLib;$(SolutionDir)Source\SequenceTrainingLib;$(SolutionDir)Source\Math;$(SolutionDir)Source\Common\Include;$(SolutionDir)Source\CNTK\BrainScript;$(SolutionDir)Source\ActionsLib;$(MSMPI_INC);$(NvmlInclude);$(ProtobufInclude);$(SolutionDir)Source\PerformanceProfilerDll;..\..\external\gsl\include;$(ProjectDir)Generated\Windows</AdditionalIncludeDirectories>
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<AdditionalIncludeDirectories Condition="'!$(IsUWP)'">$(SolutionDir)Source\1BitSGD;$(ProjectDir)Generated\Windows;%(AdditionalIncludeDirectories)</AdditionalIncludeDirectories>
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<PreprocessorDefinitions Condition="'!$(IsUWP)'">CNTK_PARALLEL_TRAINING_SUPPORT;%(PreprocessorDefinitions)</PreprocessorDefinitions>
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<OpenMPSupport>true</OpenMPSupport>
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<PrecompiledHeader>NotUsing</PrecompiledHeader>
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<WarningLevel>Level4</WarningLevel>
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<Optimization>Disabled</Optimization>
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<PreprocessorDefinitions>ONNX_NAMESPACE=onnx;ONNX_ML=1;ONNX_V1_OPSCHEMA_COMPAT;CNTKV2LIBRARYDLL;WIN32;_DEBUG;_WINDOWS;_USRDLL;PLATFORM_WINDOWS;%(PreprocessorDefinitions)</PreprocessorDefinitions>
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<PreprocessorDefinitions>ONNX_NAMESPACE=onnx;ONNX_ML=1;ONNX_V1_OPSCHEMA_COMPAT;CNTKV2LIBRARYDLL;WIN32;_DEBUG;_WINDOWS;_USRDLL;PLATFORM_WINDOWS;NOMINMAX;%(PreprocessorDefinitions)</PreprocessorDefinitions>
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<TreatWarningAsError>true</TreatWarningAsError>
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<DisableSpecificWarnings>4800;4610;4512;4510;4267;4127;4125;4100;4456;4189;4996;4503;4146</DisableSpecificWarnings>
@@ -101,7 +101,7 @@
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<ClCompile>
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<WarningLevel>Level4</WarningLevel>
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<PrecompiledHeader>NotUsing</PrecompiledHeader>
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<PreprocessorDefinitions>ONNX_NAMESPACE=onnx;ONNX_ML=1;ONNX_V1_OPSCHEMA_COMPAT;CNTKV2LIBRARYDLL;WIN32;NDEBUG;_WINDOWS;_USRDLL;PLATFORM_WINDOWS;%(PreprocessorDefinitions)</PreprocessorDefinitions>
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<PreprocessorDefinitions>ONNX_NAMESPACE=onnx;ONNX_ML=1;ONNX_V1_OPSCHEMA_COMPAT;CNTKV2LIBRARYDLL;WIN32;NDEBUG;_WINDOWS;_USRDLL;PLATFORM_WINDOWS;NOMINMAX;%(PreprocessorDefinitions)</PreprocessorDefinitions>
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<SDLCheck>true</SDLCheck>
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<AdditionalOptions>/d2Zi+ /bigobj %(AdditionalOptions)</AdditionalOptions>
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<RuntimeLibrary>MultiThreadedDLL</RuntimeLibrary>
@@ -118,7 +118,7 @@
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<ItemDefinitionGroup Condition="$(CpuOnlyBuild)">
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<ClCompile>
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<PreprocessorDefinitions>ONNX_NAMESPACE=onnx;ONNX_ML=1;ONNX_V1_OPSCHEMA_COMPAT;CPUONLY;PLATFORM_WINDOWS;%(PreprocessorDefinitions)</PreprocessorDefinitions>
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<PreprocessorDefinitions>ONNX_NAMESPACE=onnx;ONNX_ML=1;ONNX_V1_OPSCHEMA_COMPAT;CPUONLY;PLATFORM_WINDOWS;NOMINMAX;%(PreprocessorDefinitions)</PreprocessorDefinitions>
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<ObjectFileName Condition="'$(Configuration)|$(Platform)'=='Release_CpuOnly|x64'">$(IntDir)\$(ProjectName)\$(ConfigurationName)\%(RelativeDir)</ObjectFileName>
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<ObjectFileName Condition="'$(Configuration)|$(Platform)'=='Debug_CpuOnly|x64'">$(IntDir)\$(ProjectName)\$(ConfigurationName)\%(RelativeDir)</ObjectFileName>
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@@ -183,7 +183,6 @@
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@@ -275,7 +274,20 @@
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<ClCompile Include="proto\onnx\onnxruntime\onnxruntime\core\framework\error_code.cc" />
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<ClCompile Include="proto\onnx\onnxruntime\onnxruntime\core\framework\onnxruntime_typeinfo.cc" />
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‎Source/CNTKv2LibraryDll/CNTKv2LibraryDll.vcxproj.filters

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