// Copyright (c) Microsoft Corporation. All rights reserved. // Licensed under the MIT License. #include "pch.h" #include "OnnxruntimeModel.h" #include "core/platform/windows/TraceLoggingConfig.h" #include #include "OnnxruntimeDescriptorConverter.h" #include "OnnxruntimeEngine.h" #include "OnnxruntimeErrors.h" using namespace _winml; struct winml_adapter_api_model_feature_helper { decltype(WinmlAdapterApi::ModelGetInputCount) GetCount; decltype(WinmlAdapterApi::ModelGetInputName) GetName; decltype(WinmlAdapterApi::ModelGetInputDescription) GetDescription; decltype(WinmlAdapterApi::ModelGetInputTypeInfo) GetTypeInfo; }; HRESULT CreateFeatureDescriptors( OnnxruntimeEngineFactory* engine_factory, const winml_adapter_api_model_feature_helper* feature_helpers, OrtModel* ort_model, std::vector& descriptors) { const auto ort_api = engine_factory->UseOrtApi(); size_t count; RETURN_HR_IF_NOT_OK_MSG(feature_helpers->GetCount(ort_model, &count), engine_factory->UseOrtApi()); for (size_t i = 0; i < count; i++) { OnnxruntimeValueInfoWrapper descriptor; RETURN_HR_IF_NOT_OK_MSG(feature_helpers->GetName(ort_model, i, &descriptor.name_, &descriptor.name_length_), engine_factory->UseOrtApi()); RETURN_HR_IF_NOT_OK_MSG(feature_helpers->GetDescription(ort_model, i, &descriptor.description_, &descriptor.description_length_), engine_factory->UseOrtApi()); OrtTypeInfo* type_info; RETURN_HR_IF_NOT_OK_MSG(feature_helpers->GetTypeInfo(ort_model, i, &type_info), engine_factory->UseOrtApi()); descriptor.type_info_ = UniqueOrtTypeInfo(type_info, ort_api->ReleaseTypeInfo); descriptors.push_back(std::move(descriptor)); } return S_OK; } HRESULT ModelInfo::RuntimeClassInitialize(OnnxruntimeEngineFactory* engine_factory, OrtModel* ort_model) { RETURN_HR_IF_NULL(E_INVALIDARG, ort_model); const auto winml_adapter_api = engine_factory->UseWinmlAdapterApi(); // Get Metadata size_t count; RETURN_HR_IF_NOT_OK_MSG(winml_adapter_api->ModelGetMetadataCount(ort_model, &count), engine_factory->UseOrtApi()); const char* metadata_key; size_t metadata_key_len; const char* metadata_value; size_t metadata_value_len; for (size_t i = 0; i < count; i++) { RETURN_HR_IF_NOT_OK_MSG(winml_adapter_api->ModelGetMetadata(ort_model, i, &metadata_key, &metadata_key_len, &metadata_value, &metadata_value_len), engine_factory->UseOrtApi()); model_metadata_.insert_or_assign( std::string(metadata_key, metadata_key_len), std::string(metadata_value, metadata_value_len)); } _winml::OnnxruntimeDescriptorConverter converter(engine_factory, model_metadata_); static const winml_adapter_api_model_feature_helper input_helpers = { winml_adapter_api->ModelGetInputCount, winml_adapter_api->ModelGetInputName, winml_adapter_api->ModelGetInputDescription, winml_adapter_api->ModelGetInputTypeInfo}; // Create inputs std::vector inputs; RETURN_IF_FAILED(CreateFeatureDescriptors(engine_factory, &input_helpers, ort_model, inputs)); input_features_ = converter.ConvertToLearningModelDescriptors(inputs); // Create outputs static const winml_adapter_api_model_feature_helper output_helpers = { winml_adapter_api->ModelGetOutputCount, winml_adapter_api->ModelGetOutputName, winml_adapter_api->ModelGetOutputDescription, winml_adapter_api->ModelGetOutputTypeInfo}; std::vector outputs; RETURN_IF_FAILED(CreateFeatureDescriptors(engine_factory, &output_helpers, ort_model, outputs)); output_features_ = converter.ConvertToLearningModelDescriptors(outputs); const char* out; size_t len; RETURN_HR_IF_NOT_OK_MSG(winml_adapter_api->ModelGetAuthor(ort_model, &out, &len), engine_factory->UseOrtApi()); author_ = std::string(out, len); RETURN_HR_IF_NOT_OK_MSG(winml_adapter_api->ModelGetName(ort_model, &out, &len), engine_factory->UseOrtApi()); name_ = std::string(out, len); RETURN_HR_IF_NOT_OK_MSG(winml_adapter_api->ModelGetDomain(ort_model, &out, &len), engine_factory->UseOrtApi()); domain_ = std::string(out, len); RETURN_HR_IF_NOT_OK_MSG(winml_adapter_api->ModelGetDescription(ort_model, &out, &len), engine_factory->UseOrtApi()); description_ = std::string(out, len); RETURN_HR_IF_NOT_OK_MSG(winml_adapter_api->ModelGetVersion(ort_model, &version_), engine_factory->UseOrtApi()); return S_OK; } STDMETHODIMP ModelInfo::GetAuthor(const char** out, size_t* len) { *out = author_.c_str(); *len = author_.size(); return S_OK; } STDMETHODIMP ModelInfo::GetName(const char** out, size_t* len) { *out = name_.c_str(); *len = name_.size(); return S_OK; } STDMETHODIMP ModelInfo::GetDomain(const char** out, size_t* len) { *out = domain_.c_str(); *len = domain_.size(); return S_OK; } STDMETHODIMP ModelInfo::GetDescription(const char** out, size_t* len) { *out = description_.c_str(); *len = description_.size(); return S_OK; } STDMETHODIMP ModelInfo::GetVersion(int64_t* out) { *out = version_; return S_OK; } struct CaseInsensitiveHash { size_t operator()(const winrt::hstring& key) const { size_t h = 0, i = 0; std::for_each(key.begin(), key.end(), [&](wchar_t c) { i++; h += i * towlower(c); }); return h; } }; struct CaseInsensitiveEqual { bool operator()(const winrt::hstring& left, const winrt::hstring& right) const { return left.size() == right.size() && std::equal(left.begin(), left.end(), right.begin(), [](wchar_t a, wchar_t b) { return towlower(a) == towlower(b); }); } }; STDMETHODIMP ModelInfo::GetModelMetadata(ABI::Windows::Foundation::Collections::IMapView** metadata) { std::unordered_map map_copy; for (auto& pair : model_metadata_) { auto metadata_key = _winml::Strings::HStringFromUTF8(pair.first); auto metadata_value = _winml::Strings::HStringFromUTF8(pair.second); map_copy.emplace(std::move(metadata_key), std::move(metadata_value)); } auto map = winrt::single_threaded_map(std::move(map_copy)); winrt::copy_to_abi(map, *(void**)metadata); return S_OK; } STDMETHODIMP ModelInfo::GetInputFeatures(ABI::Windows::Foundation::Collections::IVectorView** features) { *features = nullptr; winrt::copy_to_abi(input_features_.GetView(), *(void**)features); return S_OK; } STDMETHODIMP ModelInfo::GetOutputFeatures(ABI::Windows::Foundation::Collections::IVectorView** features) { *features = nullptr; winrt::copy_to_abi(output_features_.GetView(), *(void**)features); return S_OK; } OnnruntimeModel::OnnruntimeModel() : ort_model_(nullptr, nullptr) { } HRESULT OnnruntimeModel::RuntimeClassInitialize(OnnxruntimeEngineFactory* engine_factory, UniqueOrtModel&& ort_model) { RETURN_HR_IF_NULL(E_INVALIDARG, ort_model); engine_factory_ = engine_factory; ort_model_ = std::move(ort_model); return S_OK; } STDMETHODIMP OnnruntimeModel::GetModelInfo(IModelInfo** info) { if (info_ == nullptr) { RETURN_IF_FAILED(Microsoft::WRL::MakeAndInitialize(&info_, engine_factory_.Get(), ort_model_.get())); } info_.CopyTo(info); return S_OK; } STDMETHODIMP OnnruntimeModel::ModelEnsureNoFloat16() { auto winml_adapter_api = engine_factory_->UseWinmlAdapterApi(); if (auto status = winml_adapter_api->ModelEnsureNoFloat16(ort_model_.get())) { return DXGI_ERROR_UNSUPPORTED; } return S_OK; } STDMETHODIMP OnnruntimeModel::CloneModel(IModel** copy) { auto winml_adapter_api = engine_factory_->UseWinmlAdapterApi(); OrtModel* ort_model_copy; RETURN_HR_IF_NOT_OK_MSG(winml_adapter_api->CloneModel(ort_model_.get(), &ort_model_copy), engine_factory_->UseOrtApi()); auto model = UniqueOrtModel(ort_model_copy, winml_adapter_api->ReleaseModel); RETURN_IF_FAILED(Microsoft::WRL::MakeAndInitialize(copy, engine_factory_.Get(), std::move(model))); return S_OK; } STDMETHODIMP OnnruntimeModel::DetachOrtModel(OrtModel** model) { *model = ort_model_.release(); return S_OK; }