mirror of
https://github.com/saymrwulf/onnxruntime.git
synced 2026-05-25 22:26:24 +00:00
301d407b39
* commetns for dml graph transformer fixed ort value passing using the allocatir info * fixed and coded maps and sequences across the abi * cleaned up w4's cleaned up the model info ABI delayload directml.dll from winml * cleaned up namepsace aliases. renamed _winmla to winmla this was good PR feedback from tiago a while back.
122 lines
3.3 KiB
C++
122 lines
3.3 KiB
C++
// Copyright (c) Microsoft Corporation.
|
|
// Licensed under the MIT License.
|
|
|
|
#pragma once
|
|
|
|
#include "LearningModel.g.h"
|
|
#include "WinMLAdapter.h"
|
|
|
|
namespace winrt::Windows::AI::MachineLearning::implementation {
|
|
|
|
struct LearningModel : LearningModelT<LearningModel> {
|
|
/* LearningModel constructors (MachineLearningContract 1). */
|
|
LearningModel() = default;
|
|
|
|
LearningModel(
|
|
const hstring& path,
|
|
const winml::ILearningModelOperatorProvider operator_provider);
|
|
|
|
LearningModel(
|
|
const wss::IRandomAccessStreamReference stream,
|
|
const winml::ILearningModelOperatorProvider operator_provider);
|
|
|
|
LearningModel(
|
|
const std::string& path,
|
|
const winml::ILearningModelOperatorProvider operator_provider);
|
|
|
|
/* LearningModel properties (MachineLearningContract 1). */
|
|
hstring
|
|
Author();
|
|
|
|
hstring
|
|
Name();
|
|
|
|
hstring
|
|
Domain();
|
|
|
|
hstring
|
|
Description();
|
|
|
|
int64_t
|
|
Version();
|
|
|
|
wfc::IMapView<hstring, hstring>
|
|
Metadata();
|
|
|
|
wfc::IVectorView<winml::ILearningModelFeatureDescriptor>
|
|
InputFeatures();
|
|
|
|
wfc::IVectorView<winml::ILearningModelFeatureDescriptor>
|
|
OutputFeatures();
|
|
|
|
/* IClosable methods. */
|
|
void Close();
|
|
|
|
/* LearningModel static methods (MachineLearningContract 1). */
|
|
static wf::IAsyncOperation<winml::LearningModel>
|
|
LoadFromStorageFileAsync(
|
|
Windows::Storage::IStorageFile const model_file);
|
|
|
|
static wf::IAsyncOperation<winml::LearningModel>
|
|
LoadFromStorageFileAsync(
|
|
Windows::Storage::IStorageFile const model_file,
|
|
winml::ILearningModelOperatorProvider const operator_provider);
|
|
|
|
static wf::IAsyncOperation<winml::LearningModel>
|
|
LoadFromStreamAsync(
|
|
wss::IRandomAccessStreamReference const stream);
|
|
|
|
static wf::IAsyncOperation<winml::LearningModel>
|
|
LoadFromStreamAsync(
|
|
wss::IRandomAccessStreamReference const stream,
|
|
winml::ILearningModelOperatorProvider const operator_provider);
|
|
|
|
static winml::LearningModel
|
|
LoadFromFilePath(
|
|
hstring const& path);
|
|
|
|
static winml::LearningModel
|
|
LoadFromFilePath(
|
|
hstring const& path,
|
|
winml::ILearningModelOperatorProvider const operator_provider);
|
|
|
|
static winml::LearningModel
|
|
LoadFromStream(
|
|
wss::IRandomAccessStreamReference const stream);
|
|
|
|
static winml::LearningModel
|
|
LoadFromStream(
|
|
wss::IRandomAccessStreamReference const stream,
|
|
winml::ILearningModelOperatorProvider const operator_provider);
|
|
|
|
public:
|
|
/* Non-ABI methods */
|
|
bool IsDisposed();
|
|
IMLOperatorRegistry* GetOperatorRegistry();
|
|
winmla::IModelProto* DetachModelProto();
|
|
winmla::IModelProto* CopyModelProto();
|
|
|
|
private:
|
|
void Initialize();
|
|
void LogCreationEvent(bool fromStream = false);
|
|
void ModelUseFP16(
|
|
winml::ILearningModelFeatureDescriptor descriptor,
|
|
bool& use_fp16);
|
|
|
|
private:
|
|
com_ptr<winmla::IWinMLAdapter> adapter_;
|
|
com_ptr<winmla::IModelProto> model_proto_;
|
|
com_ptr<winmla::IModelInfo> model_info_;
|
|
ILearningModelOperatorProvider operator_provider_;
|
|
};
|
|
|
|
} // namespace winrt::Windows::AI::MachineLearning::implementation
|
|
|
|
namespace winrt::Windows::AI::MachineLearning::factory_implementation {
|
|
|
|
struct LearningModel : LearningModelT<LearningModel, implementation::LearningModel, ILearningModelStaticsNative> {
|
|
STDMETHOD(Load)
|
|
(const wchar_t* p_model_path, UINT32 model_path_size, IUnknown** pp_model_unk);
|
|
};
|
|
|
|
} // namespace winrt::Windows::AI::MachineLearning::factory_implementation
|