onnxruntime/winml/lib/Api.Experimental/LearningModelBuilder.h

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Add LearningModelBuilder to WinML Experimental Namespace along with various Audio operators (#6623) * model building * fix build * winml adapter model building api * model building * make build * make build again * add model building with audio op * inplace and inorder fft * add ifft * works! * cleanup * add comments * switch to iterative rather than recursive and use parallelization * batched parallelization * fft->dft * cleanup * window functions * add melweightmatrix op * updates to make spectrogram test work * push latest * add onesided * cleanup * Clean up building apis and fix mel * cleanup * cleanup * naive stft * fix test output * middle c complete * 3 tones * cleanup * signal def new line * Add save functionality * Perf improvements, 10x improvement * cleanup * use bitreverse lookup table for performance * implement constant initializers for tensors * small changes * add matmul tests * merge issues * support add attribute * add tests for double data type windowfunctions and minor cleanup * stft onesided/and not tests * cleanup * cleanup * clean up * cleanup * remove threading attribute * forward declare orttypeinfo * warnings * fwd declare * fix warnings * 1 more warning * remove saving to e drive... * cleanup and fix stft test * add opset picker * small additions * add onnxruntime tests * add signed/unsigned * fix warning * fix warning * finish onnxruntime tests * make windows namespace build succeed * add experimental flag * add experimental api into nuget package * add experimental api build flag and add to windows ai nuget package * turn experimental for tests * add minimum opset version to new experimental domain * api cleanup * disable ms experimental ops test when --ms_experimental is not enabled * add macro behind flag * remove unused x * pr feedback Co-authored-by: Sheil Kumar <sheilk@microsoft.com>
2021-02-12 22:17:10 +00:00
#pragma once
#include <winrt/Windows.Foundation.Collections.h>
#include "LearningModelBuilder.g.h"
#include "iengine.h"
namespace WINML_EXPERIMENTALP {
struct LearningModelBuilder : LearningModelBuilderT<LearningModelBuilder> {
LearningModelBuilder(int64_t opset);
LearningModelBuilder(LearningModelBuilder& builder);
winml_experimental::LearningModelInputs Inputs();
winml_experimental::LearningModelOutputs Outputs();
winml_experimental::LearningModelOperatorSet Operators();
winml::LearningModel CreateModel();
void Save(const winrt::hstring& file_name);
static winml_experimental::LearningModelBuilder Create(int32_t opset);
static winml::TensorFeatureDescriptor CreateTensorFeatureDescriptor(
hstring const& name,
hstring const& description,
winml::TensorKind const& kind,
array_view<int64_t const> shape);
static winml::TensorFeatureDescriptor CreateTensorFeatureDescriptor(
hstring const& name,
winml::TensorKind const& kind,
array_view<int64_t const> shape);
_winml::IModel* UseModel();
winml::LearningModelSession InertSession() {
return inert_session_;
}
private:
com_ptr<_winml::IEngineFactory> engine_factory_;
winml::LearningModelSession inert_session_;
com_ptr<_winml::IModel> model_;
winml_experimental::LearningModelInputs inputs_;
winml_experimental::LearningModelOutputs outputs_;
winml_experimental::LearningModelOperatorSet operators_;
};
} // WINML_EXPERIMENTALP
namespace WINML_EXPERIMENTAL::factory_implementation {
struct LearningModelBuilder : LearningModelBuilderT<LearningModelBuilder, implementation::LearningModelBuilder> {
};
} // namespace winrt::winml_experimental::factory_implementation