onnxruntime/winml/test/api/raw/microsoft.ai.machinelearning.h
raoanag 424107a82a
Merge main to WindowsAI (#18122)
### Description
Merge main to WindowsAI



### Motivation and Context
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2023-10-27 17:08:01 -07:00

153 lines
4.4 KiB
C++

#pragma once
#ifndef MICROSOFT_AI_MACHINELEARNING_H_
#define MICROSOFT_AI_MACHINELEARNING_H_
#define ML_FAIL_FAST_IF(condition) \
do { \
bool _cond = condition; \
if (_cond) { \
__fastfail(0); \
} \
} while (0)
namespace Microsoft {
namespace AI {
namespace MachineLearning {
using tensor_shape_type = int64_t;
}
} // namespace AI
} // namespace Microsoft
#include "winml_microsoft.h"
namespace Microsoft {
namespace AI {
namespace MachineLearning {
namespace Details {
using learning_model = WinMLLearningModel;
using learning_model_device = WinMLLearningModelDevice;
using learning_model_session = WinMLLearningModelSession;
using learning_model_binding = WinMLLearningModelBinding;
using learning_model_results = WinMLLearningModelResults;
} // namespace Details
} // namespace MachineLearning
} // namespace AI
} // namespace Microsoft
namespace Microsoft {
namespace AI {
namespace MachineLearning {
struct learning_model {
friend struct learning_model_session;
learning_model(const wchar_t* model_path, size_t size) : m_model(model_path, size) {}
learning_model(const char* bytes, size_t size) : m_model(bytes, size) {}
private:
Details::learning_model m_model;
};
struct learning_model_results {
friend struct learning_model_session;
int32_t get_output(const wchar_t* feature_name, size_t feature_name_size, void** pp_buffer, size_t* p_capacity) {
return m_results.get_output(feature_name, feature_name_size, pp_buffer, p_capacity);
}
private:
learning_model_results(Details::learning_model_results results) : m_results(results) {}
private:
Details::learning_model_results m_results;
};
struct learning_model_device {
friend struct learning_model_session;
learning_model_device() : m_device() {}
learning_model_device(learning_model_device&& device) : m_device(std::move(device.m_device)) {}
learning_model_device(learning_model_device& device) : m_device(device.m_device) {}
void operator=(learning_model_device& device) { m_device = device.m_device; }
protected:
learning_model_device(Details::learning_model_device&& learning_model_device)
: m_device(std::move(learning_model_device)) {}
private:
Details::learning_model_device m_device;
};
struct learning_model_session {
friend struct learning_model_binding;
learning_model_session(const learning_model& model) : m_session(model.m_model) {}
learning_model_session(const learning_model& model, const learning_model_device& device)
: m_session(model.m_model, device.m_device) {}
inline learning_model_results evaluate(learning_model_binding& binding);
private:
Details::learning_model_session m_session;
};
struct learning_model_binding {
friend struct learning_model_session;
learning_model_binding(const learning_model_session& session) : m_binding(session.m_session) {}
template <typename T>
int32_t bind_as_reference(
const wchar_t* feature_name,
size_t feature_name_size,
tensor_shape_type* p_shape,
size_t shape_size,
T* p_data,
size_t data_size
) {
return m_binding.bind_as_reference<T>(feature_name, feature_name_size, p_shape, shape_size, p_data, data_size);
}
template <typename T = float>
int32_t bind_as_references(
const wchar_t* feature_name, size_t feature_name_size, T** p_data, size_t* data_sizes, size_t num_buffers
) {
return m_binding.bind_as_references<T>(feature_name, feature_name_size, p_data, data_sizes, num_buffers);
}
template <typename T>
int32_t bind(
const wchar_t* feature_name,
size_t feature_name_size,
tensor_shape_type* p_shape,
size_t shape_size,
T* p_data,
size_t data_size
) {
return m_binding.bind<T>(feature_name, feature_name_size, p_shape, shape_size, p_data, data_size);
}
template <typename T = float>
int32_t bind(const wchar_t* feature_name, size_t feature_name_size, tensor_shape_type* p_shape, size_t shape_size) {
return m_binding.bind<T>(feature_name, feature_name_size, p_shape, shape_size);
}
private:
Details::learning_model_binding m_binding;
};
learning_model_results learning_model_session::evaluate(learning_model_binding& binding) {
return Details::learning_model_results(m_session.evaluate(binding.m_binding));
}
} // namespace MachineLearning
} // namespace AI
} // namespace Microsoft
#endif // MICROSOFT_AI_MACHINELEARNING_H_