Improve comments in winml/ (#17163)

Follow up of #17144. Manually fixed indentation in block comments and
replaced all tabs with spaces.
This commit is contained in:
Justin Chu 2023-08-15 23:30:56 -04:00 committed by GitHub
parent 178e5991ac
commit 2575b9aaa1
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2 changed files with 91 additions and 118 deletions

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@ -7,9 +7,9 @@
#include "winrt/windows.foundation.collections.h"
/**
* All APIs exported by winml_adapter_c_api.h are part of the private interface dedicated to supporting the WinML API.
* This contract is subject to change based on the needs of the WinML API and is not intended for direct use by callers
* of the onnxruntime c-api and usage of APIs in this header are *not* supported by the onnxruntime product.
* All APIs exported by winml_adapter_c_api.h are part of the private interface dedicated to supporting the WinML API.
* This contract is subject to change based on the needs of the WinML API and is not intended for direct use by callers
* of the onnxruntime c-api and usage of APIs in this header are *not* supported by the onnxruntime product.
*/
ORT_RUNTIME_CLASS(Model);
@ -75,18 +75,18 @@ struct OrtThreadPoolOptions {
struct WinmlAdapterApi {
/**
* OverrideSchema
* This api is used to override schema inference functions for a variety of ops across opsets.
* This exists because certain ops were failing to infer schemas and caused performance
* issues for DML as it was forced to create resources during evaluation.
* This can be removed when schema inference functions have been updated.
* This api is used to override schema inference functions for a variety of ops across opsets.
* This exists because certain ops were failing to infer schemas and caused performance
* issues for DML as it was forced to create resources during evaluation.
* This can be removed when schema inference functions have been updated.
*/
OrtStatus*(ORT_API_CALL* OverrideSchema)() NO_EXCEPTION;
/**
* EnvConfigureCustomLoggerAndProfiler
* This api is used to add a custom logger and profiler to the ors environment.
* This exists because existing methods on the c-abi to create the environment only support a custom logger.
* Since WinML hooks the profiler events, we expose the profiler and an associated profiling function.
* EnvConfigureCustomLoggerAndProfiler
* This api is used to add a custom logger and profiler to the ors environment.
* This exists because existing methods on the c-abi to create the environment only support a custom logger.
* Since WinML hooks the profiler events, we expose the profiler and an associated profiling function.
*/
OrtStatus*(ORT_API_CALL* EnvConfigureCustomLoggerAndProfiler)(
_In_ OrtEnv* env,
@ -102,34 +102,34 @@ struct WinmlAdapterApi {
/**
* CreateModelFromPath
* This api creates an OrtModel based on a specified model path.
* There is no inferencing or evaluation setup performed. Only ONNX load is done to reflect on the model's inputs/outputs and other properties.
* This is used by WinML to support model reflection APIs.
* This api creates an OrtModel based on a specified model path.
* There is no inferencing or evaluation setup performed. Only ONNX load is done to reflect on the model's inputs/outputs and other properties.
* This is used by WinML to support model reflection APIs.
*/
OrtStatus*(ORT_API_CALL* CreateModelFromPath)(_In_ const char* model_path, _In_ size_t size, _Outptr_ OrtModel** out)
NO_EXCEPTION;
/**
* CreateModelFromData
* This api creates an OrtModel from a buffer.
* There is no inferencing or evaluation setup performed. Only ONNX load is done to reflect on the model's inputs/outputs and other properties.
* This is used by WinML to support model reflection APIs.
* This api creates an OrtModel from a buffer.
* There is no inferencing or evaluation setup performed. Only ONNX load is done to reflect on the model's inputs/outputs and other properties.
* This is used by WinML to support model reflection APIs.
*/
OrtStatus*(ORT_API_CALL* CreateModelFromData)(_In_opt_ void* data, _In_ size_t size, _Outptr_ OrtModel** out)
NO_EXCEPTION;
/**
* CloneModel
* This api copies the OrtModel along with its internal proto buffer and cached metadata.
* The OrtSession type expects to own the model proto buffer.
* WinML uses this to yield copies of the model proto held by OrtModel to OrtSession.
* This api copies the OrtModel along with its internal proto buffer and cached metadata.
* The OrtSession type expects to own the model proto buffer.
* WinML uses this to yield copies of the model proto held by OrtModel to OrtSession.
*/
OrtStatus*(ORT_API_CALL* CloneModel)(_In_ const OrtModel* in, _Outptr_ OrtModel** out)NO_EXCEPTION;
/**
* ModelGetAuthor
* This api gets the model author from the OrtModel.
* This is used by WinML to support model reflection APIs.
* This api gets the model author from the OrtModel.
* This is used by WinML to support model reflection APIs.
*/
OrtStatus*(ORT_API_CALL* ModelGetAuthor)(
_In_ const OrtModel* model, _Out_ const char** const author, _Out_ size_t* len
@ -137,23 +137,23 @@ struct WinmlAdapterApi {
/**
* ModelGetName
* This api gets the model name from the OrtModel.
* This is used by WinML to support model reflection APIs.
* This api gets the model name from the OrtModel.
* This is used by WinML to support model reflection APIs.
*/
OrtStatus*(ORT_API_CALL* ModelGetName)(_In_ const OrtModel* model, _Out_ const char** const name, _Out_ size_t* len)
NO_EXCEPTION;
/**
* ModelSetName
* This api set the model name from the OrtModel.
* This is used by the Windows ML Samples Gallery to change the model name for telemetry.
* This api set the model name from the OrtModel.
* This is used by the Windows ML Samples Gallery to change the model name for telemetry.
*/
OrtStatus*(ORT_API_CALL* ModelSetName)(_In_ const OrtModel* model, _In_ const char* name)NO_EXCEPTION;
/**
* ModelGetDomain
* This api gets the model domain from the OrtModel.
* This is used by WinML to support model reflection APIs.
* This api gets the model domain from the OrtModel.
* This is used by WinML to support model reflection APIs.
*/
OrtStatus*(ORT_API_CALL* ModelGetDomain)(
_In_ const OrtModel* model, _Out_ const char** const domain, _Out_ size_t* len
@ -161,8 +161,8 @@ struct WinmlAdapterApi {
/**
* ModelGetDescription
* This api gets the model description from the OrtModel.
* This is used by WinML to support model reflection APIs.
* This api gets the model description from the OrtModel.
* This is used by WinML to support model reflection APIs.
*/
OrtStatus*(ORT_API_CALL* ModelGetDescription)(
_In_ const OrtModel* model, _Out_ const char** const description, _Out_ size_t* len
@ -170,29 +170,29 @@ struct WinmlAdapterApi {
/**
* ModelGetVersion
* This api gets the model version from the OrtModel.
* This is used by WinML to support model reflection APIs.
* This api gets the model version from the OrtModel.
* This is used by WinML to support model reflection APIs.
*/
OrtStatus*(ORT_API_CALL* ModelGetVersion)(_In_ const OrtModel* model, _Out_ int64_t* version)NO_EXCEPTION;
/**
* ModelGetInputCount
* This api gets the number of inputs from the OrtModel. It closely matches the API of a similar name similar name for retrieving model metadata from OrtSession.
* This is used by WinML to support model reflection APIs.
* This api gets the number of inputs from the OrtModel. It closely matches the API of a similar name similar name for retrieving model metadata from OrtSession.
* This is used by WinML to support model reflection APIs.
*/
OrtStatus*(ORT_API_CALL* ModelGetInputCount)(_In_ const OrtModel* model, _Out_ size_t* count)NO_EXCEPTION;
/**
* ModelGetOutputCount
* This api gets the number of outputs from the OrtModel. It closely matches the API of a similar name for retrieving model metadata from OrtSession.
* This is used by WinML to support model reflection APIs.
* This api gets the number of outputs from the OrtModel. It closely matches the API of a similar name for retrieving model metadata from OrtSession.
* This is used by WinML to support model reflection APIs.
*/
OrtStatus*(ORT_API_CALL* ModelGetOutputCount)(_In_ const OrtModel* model, _Out_ size_t* count)NO_EXCEPTION;
/**
* ModelGetInputName
* This api gets the input name from the OrtModel given an index. It closely matches the API of a similar name for retrieving model metadata from OrtSession.
* This is used by WinML to support model reflection APIs.
* This api gets the input name from the OrtModel given an index. It closely matches the API of a similar name for retrieving model metadata from OrtSession.
* This is used by WinML to support model reflection APIs.
*/
OrtStatus*(ORT_API_CALL* ModelGetInputName)(
_In_ const OrtModel* model, _In_ size_t index, _Out_ const char** input_name, _Out_ size_t* count
@ -200,8 +200,8 @@ struct WinmlAdapterApi {
/**
* ModelGetOutputName
* This api gets the output name from the OrtModel given an index. It closely matches the API of a similar name for retrieving model metadata from OrtSession.
* This is used by WinML to support model reflection APIs.
* This api gets the output name from the OrtModel given an index. It closely matches the API of a similar name for retrieving model metadata from OrtSession.
* This is used by WinML to support model reflection APIs.
*/
OrtStatus*(ORT_API_CALL* ModelGetOutputName)(
_In_ const OrtModel* model, _In_ size_t index, _Out_ const char** output_name, _Out_ size_t* count
@ -209,8 +209,8 @@ struct WinmlAdapterApi {
/**
* ModelGetInputDescription
* This api gets the input description from the OrtModel given an index. It closely matches the API of a similar name for retrieving model metadata from OrtSession.
* This is used by WinML to support model reflection APIs.
* This api gets the input description from the OrtModel given an index. It closely matches the API of a similar name for retrieving model metadata from OrtSession.
* This is used by WinML to support model reflection APIs.
*/
OrtStatus*(ORT_API_CALL* ModelGetInputDescription)(
_In_ const OrtModel* model, _In_ size_t index, _Out_ const char** input_description, _Out_ size_t* count
@ -218,8 +218,8 @@ struct WinmlAdapterApi {
/**
* ModelGetOutputDescription
* This api gets the output description from the OrtModel given an index. It closely matches the API of a similar name for retrieving model metadata from OrtSession.
* This is used by WinML to support model reflection APIs.
* This api gets the output description from the OrtModel given an index. It closely matches the API of a similar name for retrieving model metadata from OrtSession.
* This is used by WinML to support model reflection APIs.
*/
OrtStatus*(ORT_API_CALL* ModelGetOutputDescription)(
_In_ const OrtModel* model, _In_ size_t index, _Out_ const char** output_description, _Out_ size_t* count
@ -227,8 +227,8 @@ struct WinmlAdapterApi {
/**
* ModelGetInputTypeInfo
* This api gets the input OrtTypeInfo from the OrtModel given an index. It closely matches the API of a similar name for retrieving model metadata from OrtSession.
* This is used by WinML to support model reflection APIs.
* This api gets the input OrtTypeInfo from the OrtModel given an index. It closely matches the API of a similar name for retrieving model metadata from OrtSession.
* This is used by WinML to support model reflection APIs.
*/
OrtStatus*(ORT_API_CALL* ModelGetInputTypeInfo)(
_In_ const OrtModel* model, _In_ size_t index, _Outptr_ OrtTypeInfo** type_info
@ -236,8 +236,8 @@ struct WinmlAdapterApi {
/**
* ModelGetOutputTypeInfo
* This api gets the output OrtTypeInfo from the OrtModel given an index. It closely matches the API of a similar name for retrieving model metadata from OrtSession.
* This is used by WinML to support model reflection APIs.
* This api gets the output OrtTypeInfo from the OrtModel given an index. It closely matches the API of a similar name for retrieving model metadata from OrtSession.
* This is used by WinML to support model reflection APIs.
*/
OrtStatus*(ORT_API_CALL* ModelGetOutputTypeInfo)(
_In_ const OrtModel* model, _In_ size_t index, _Outptr_ OrtTypeInfo** type_info
@ -245,15 +245,15 @@ struct WinmlAdapterApi {
/**
* ModelGetMetadataCount
* This api gets the number of metadata entries from the OrtModel.
* This is used by WinML to support model reflection APIs.
* This api gets the number of metadata entries from the OrtModel.
* This is used by WinML to support model reflection APIs.
*/
OrtStatus*(ORT_API_CALL* ModelGetMetadataCount)(_In_ const OrtModel* model, _Out_ size_t* count)NO_EXCEPTION;
/**
* ModelGetMetadata
* This api gets the model metadata from the OrtModel.
* This is used by WinML to deduce whether model input and output formats are supported by the WinML tensorization code paths.
* This api gets the model metadata from the OrtModel.
* This is used by WinML to deduce whether model input and output formats are supported by the WinML tensorization code paths.
*/
OrtStatus*(ORT_API_CALL* ModelGetMetadata)(
_In_ const OrtModel* model,
@ -266,17 +266,17 @@ struct WinmlAdapterApi {
/**
* ModelEnsureNoFloat16
* This api checks whether the model requires float 16 support.
* This is used by WinML to fail gracefully when float 16 support is not available on the device.
* This api checks whether the model requires float 16 support.
* This is used by WinML to fail gracefully when float 16 support is not available on the device.
*
* Can this API be moved into the EP during session initialization. Currently we do an early fp16 check to avoid initialization when it is not supported.
*/
OrtStatus*(ORT_API_CALL* ModelEnsureNoFloat16)(_In_ const OrtModel* model)NO_EXCEPTION;
/**
* SaveModel
* This api save the model to the fiven file
*/
* SaveModel
* This api save the model to the fiven file
*/
OrtStatus*(ORT_API_CALL* SaveModel)(_In_ const OrtModel* in, _In_ const wchar_t* const file_name, _In_ size_t len)
NO_EXCEPTION;
@ -284,14 +284,14 @@ struct WinmlAdapterApi {
/**
* OrtSessionOptionsAppendExecutionProvider_CPU
* This api is used to add the cpu EP to OrtSessionOptions so that WinML Gpu session are configures with CPU fallback.
* This api is used to add the cpu EP to OrtSessionOptions so that WinML Gpu session are configures with CPU fallback.
*/
OrtStatus*(ORT_API_CALL* OrtSessionOptionsAppendExecutionProvider_CPU)(_In_ OrtSessionOptions* options, int use_arena)
NO_EXCEPTION;
/**
* OrtSessionOptionsAppendExecutionProvider_DML
* This api is used to add the DML EP to OrtSessionOptions.
* This api is used to add the DML EP to OrtSessionOptions.
*/
OrtStatus*(ORT_API_CALL* OrtSessionOptionsAppendExecutionProvider_DML)(
_In_ OrtSessionOptions* options, ID3D12Device* device, ID3D12CommandQueue* queue, bool metacommands_enabled
@ -301,7 +301,7 @@ struct WinmlAdapterApi {
/**
* CreateSessionWithoutModel
* This api is used to create a Session that is completely uninitialized. While there are other Session creation APIs in the
* This api is used to create a Session that is completely uninitialized. While there are other Session creation APIs in the
* c-abi, WinML uses this so that it can perform optimizations prior to loading the model, and initializing.
* Moreover, WinML needs a new api to support the OrtModel type, and prevent the parsing model protobufs again on session creation.
*/
@ -315,7 +315,7 @@ struct WinmlAdapterApi {
/**
* SessionGetExecutionProvider
* This api is used to get a handle to an OrtExecutionProvider.
* This api is used to get a handle to an OrtExecutionProvider.
* Currently WinML uses this to talk directly to the DML EP and configure settings on it.
*/
OrtStatus*(ORT_API_CALL* SessionGetExecutionProvider)(
@ -324,14 +324,14 @@ struct WinmlAdapterApi {
/**
* SessionInitialize
* This api is used to initialize an OrtSession. This is one component of creating a usable OrtSession, and is a part of CreateSession in the c-abi.
* This api is used to initialize an OrtSession. This is one component of creating a usable OrtSession, and is a part of CreateSession in the c-abi.
* Currently WinML uses this to finalize session creation, after configuring a variety of properties on the OrtSession.
*/
OrtStatus*(ORT_API_CALL* SessionInitialize)(_In_ OrtSession* session)NO_EXCEPTION;
/**
* SessionRegisterGraphTransformers
* This api is used to enable DML specific graph transformations on an OrtSession.
* This api is used to enable DML specific graph transformations on an OrtSession.
*
* Ideally these transformations should be configured by the contract between the runtime and the EP and not overridden by WinML.
*/
@ -339,40 +339,40 @@ struct WinmlAdapterApi {
/**
* SessionRegisterCustomRegistry
* This api is used to support custom operators as they were shipped in WinML RS5.
* This api is used to support custom operators as they were shipped in WinML RS5.
*/
OrtStatus*(ORT_API_CALL* SessionRegisterCustomRegistry)(_In_ OrtSession* session, _In_ IMLOperatorRegistry* registry)
NO_EXCEPTION;
/**
* SessionLoadAndPurloinModel
* This api is used to load an OrtModel into an OrtSession.
* This api is used to load an OrtModel into an OrtSession.
*
* Don't free the 'out' value as this API will defunct and release the OrtModel internally.
* Don't free the 'out' value as this API will defunct and release the OrtModel internally.
*/
OrtStatus*(ORT_API_CALL* SessionLoadAndPurloinModel)(_In_ OrtSession* session, _In_ OrtModel* model)NO_EXCEPTION;
/**
* SessionStartProfiling
* This api is used to start profiling OrtSession. The existing mechanism only allows configuring profiling at session creation.
* This api is used to start profiling OrtSession. The existing mechanism only allows configuring profiling at session creation.
*
* WinML uses this to toggle profilling on and off based on if a telemetry providers are being listened to.
* WinML uses this to toggle profilling on and off based on if a telemetry providers are being listened to.
*/
OrtStatus*(ORT_API_CALL* SessionStartProfiling)(_In_ OrtEnv* env, _In_ OrtSession* session)NO_EXCEPTION;
/**
* SessionEndProfiling
* This api is used to end profiling OrtSession. The existing mechanism only allows configuring profiling at session creation.
* This api is used to end profiling OrtSession. The existing mechanism only allows configuring profiling at session creation.
*
* WinML uses this to toggle profilling on and off based on if a telemetry providers are being listened to.
* WinML uses this to toggle profilling on and off based on if a telemetry providers are being listened to.
*/
OrtStatus*(ORT_API_CALL* SessionEndProfiling)(_In_ OrtSession* session)NO_EXCEPTION;
/**
* SessionCopyOneInputAcrossDevices
* This api is used to copy and create an OrtValue input to prepare the input on the correct device.
* This api is used to copy and create an OrtValue input to prepare the input on the correct device.
*
* WinML uses this to copy gpu device OrtValues to the CPU and vice-versa.
* WinML uses this to copy gpu device OrtValues to the CPU and vice-versa.
*/
OrtStatus*(ORT_API_CALL* SessionCopyOneInputAcrossDevices)(
_In_ OrtSession* session,
@ -385,7 +385,7 @@ struct WinmlAdapterApi {
/**
* SessionGetNumberOfIntraOpThreads
* This api returns the number of intra operator threads set on the OrtSession.
* This api returns the number of intra operator threads set on the OrtSession.
*
* WinML uses this to determine that the correct number of threads was set correctly through OrtSessionOptions.
*/
@ -394,7 +394,7 @@ struct WinmlAdapterApi {
/**
* SessionGetIntrapOpThreadSpinning
* This api returns false if the ort session options config entry "session.intra_op.allow_spinning" is set to "0", and true otherwise
* This api returns false if the ort session options config entry "session.intra_op.allow_spinning" is set to "0", and true otherwise
*
* WinML uses this to determine that the intra op thread spin policy was set correctly through OrtSessionOptions
*/
@ -403,7 +403,7 @@ struct WinmlAdapterApi {
/**
* SessionGetNamedDimensionsOverrides
* This api returns the named dimension overrides that are specified for this session
* This api returns the named dimension overrides that are specified for this session
*
* WinML uses this to determine that named dimension overrides were set correctly through OrtSessionOptions.
*/
@ -414,7 +414,7 @@ struct WinmlAdapterApi {
/**
* DmlExecutionProviderFlushContext
* This api is used to flush the DML EP.
* This api is used to flush the DML EP.
*
* WinML communicates directly with DML to perform this as an optimization.
*/
@ -422,7 +422,7 @@ struct WinmlAdapterApi {
/**
* DmlExecutionProviderReleaseCompletedReferences
* This api is used to release completed references after first run the DML EP.
* This api is used to release completed references after first run the DML EP.
*
* WinML communicates directly with DML to perform this as an optimization.
*/
@ -431,7 +431,7 @@ struct WinmlAdapterApi {
/**
* DmlCopyTensor
* This api is used copy a tensor allocated by the DML EP Allocator to the CPU.
* This api is used copy a tensor allocated by the DML EP Allocator to the CPU.
*
* WinML uses this when graphs are evaluated with DML, and their outputs remain on the GPU but need to be copied back to the CPU.
*/
@ -440,7 +440,7 @@ struct WinmlAdapterApi {
/**
* GetProviderMemoryInfo
* This api gets the memory info object associated with an EP.
* This api gets the memory info object associated with an EP.
*
* WinML uses this to manage caller specified D3D12 inputs/outputs. It uses the memory info here to call DmlCreateGPUAllocationFromD3DResource.
*/
@ -449,7 +449,7 @@ struct WinmlAdapterApi {
/**
* GetProviderAllocator
* This api gets associated allocator used by a provider.
* This api gets associated allocator used by a provider.
*
* WinML uses this to create tensors, and needs to hold onto the allocator for the duration of the associated value's lifetime.
*/
@ -459,7 +459,7 @@ struct WinmlAdapterApi {
/**
* FreeProviderAllocator
* This api frees an allocator.
* This api frees an allocator.
*
* WinML uses this to free the associated allocator for an ortvalue when creating tensors.
* Internally this derefs a shared_ptr.
@ -468,7 +468,7 @@ struct WinmlAdapterApi {
/**
* ExecutionProviderSync
* This api syncs the EP.
* This api syncs the EP.
*
* WinML uses this to sync EP inputs/outputs directly.
*/
@ -476,7 +476,7 @@ struct WinmlAdapterApi {
/**
* CreateCustomRegistry
* This api creates a custom registry that callers can populate with custom ops.
* This api creates a custom registry that callers can populate with custom ops.
*
* WinML uses this to support custom ops.
*/
@ -484,7 +484,7 @@ struct WinmlAdapterApi {
/**
* ValueGetDeviceId
* This api returns the device id of the OrtValue.
* This api returns the device id of the OrtValue.
*
* WinML uses this to determine if an OrtValue is created on the needed device.
*/
@ -492,7 +492,7 @@ struct WinmlAdapterApi {
/**
* SessionGetInputRequiredDeviceId
* This api returns the required device id for a model input.
* This api returns the required device id for a model input.
*
* WinML uses this to determine if an OrtValue is created on the needed device.
*/

View file

@ -368,8 +368,8 @@ static void VerifyInvalidBindExceptions() {
auto ensureWinmlInvalidBinding = std::bind(matchException, std::placeholders::_1, WINML_ERR_INVALID_BINDING);
/*
Verify tensor bindings throw correct bind exceptions
*/
Verify tensor bindings throw correct bind exceptions
*/
// Bind invalid image as tensorfloat input
auto image = FileHelpers::LoadImageFeatureValue(L"227x227.png");
@ -394,8 +394,8 @@ static void VerifyInvalidBindExceptions() {
WINML_EXPECT_THROW_SPECIFIC(binding.Bind(L"X", tensorInvalidShape), winrt::hresult_error, ensureWinmlInvalidBinding);
/*
Verify sequence bindings throw correct bind exceptions
*/
Verify sequence bindings throw correct bind exceptions
*/
// Bind invalid image as sequence<map<int, float> output
WINML_EXPECT_THROW_SPECIFIC(binding.Bind(L"Y", image), winrt::hresult_error, ensureWinmlInvalidBinding);
@ -410,35 +410,8 @@ static void VerifyInvalidBindExceptions() {
WINML_EXPECT_THROW_SPECIFIC(binding.Bind(L"Y", tensorBoolean), winrt::hresult_error, ensureWinmlInvalidBinding);
/*
Verify image bindings throw correct bind exceptions
*/
// WINML_EXPECT_NO_THROW(LoadModel(L"fns-candy.onnx"));
// LearningModelSession imageSession(m_model);
// LearningModelBinding imageBinding(imageSession);
// auto inputName = m_model.InputFeatures().First().Current().Name();
// // Bind invalid map as image input
// WINML_EXPECT_THROW_SPECIFIC(imageBinding.Bind(inputName, abiMap), winrt::hresult_error, ensureWinmlInvalidBinding);
// // Bind invalid sequence as image input
// WINML_EXPECT_THROW_SPECIFIC(imageBinding.Bind(inputName, abiSequence), winrt::hresult_error, ensureWinmlInvalidBinding);
// // Bind invalid tensor type as image input
// WINML_EXPECT_THROW_SPECIFIC(imageBinding.Bind(inputName, tensorBoolean), winrt::hresult_error, ensureWinmlInvalidBinding);
// // Bind invalid tensor size as image input
// auto tensorFloat = TensorFloat::Create(std::vector<int64_t> { 1, 1, 100, 100 });
// WINML_EXPECT_THROW_SPECIFIC(imageBinding.Bind(inputName, tensorFloat), winrt::hresult_error, ensureWinmlInvalidBinding);
// // Bind invalid tensor shape as image input
// WINML_EXPECT_THROW_SPECIFIC(imageBinding.Bind(inputName, tensorInvalidShape), winrt::hresult_error, ensureWinmlInvalidBinding);
/*
Verify map bindings throw correct bind exceptions
*/
Verify map bindings throw correct bind exceptions
*/
WINML_EXPECT_NO_THROW(APITest::LoadModel(L"dictvectorizer-int64.onnx", learningModel));
LearningModelSession mapSession(learningModel);