onnxruntime/winml/test/model/ort_value_helper.h
Ryan Lai 21395f8e24
Implement comparing outputs that are sequence of maps of strings to floats (#6180)
* Implement conversion from ortvalue to Itensor for string tensors and comparing sequence of maps of strings to floats

* PR comments
2020-12-22 09:52:29 -08:00

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2.8 KiB
C++

#include "testPch.h"
#include "onnxruntime_cxx_api.h"
namespace OrtValueHelpers {
winml::ITensor LoadTensorFromOrtValue(Ort::Value& val);
Ort::Value CreateOrtValueFromITensor(winml::ITensor winmlTensor);
}
template <ONNXTensorElementDataType T>
struct ONNXTensorElementDataTypeToWinMLTensorKind {
// Invalid ONNXTensorElementDataType to TensorKind
static_assert(sizeof(T) == -1, "No WinML TensorKind mapped for given ONNX Tensor Element type!");
};
template <>
struct ONNXTensorElementDataTypeToWinMLTensorKind<ONNXTensorElementDataType::ONNX_TENSOR_ELEMENT_DATA_TYPE_FLOAT> {
typedef winml::TensorFloat Type;
};
template <>
struct ONNXTensorElementDataTypeToWinMLTensorKind<ONNXTensorElementDataType::ONNX_TENSOR_ELEMENT_DATA_TYPE_UINT8> {
typedef winml::TensorUInt8Bit Type;
};
template <>
struct ONNXTensorElementDataTypeToWinMLTensorKind<ONNXTensorElementDataType::ONNX_TENSOR_ELEMENT_DATA_TYPE_INT8> {
typedef winml::TensorInt8Bit Type;
};
template <>
struct ONNXTensorElementDataTypeToWinMLTensorKind<ONNXTensorElementDataType::ONNX_TENSOR_ELEMENT_DATA_TYPE_UINT16> {
typedef winml::TensorUInt16Bit Type;
};
template <>
struct ONNXTensorElementDataTypeToWinMLTensorKind<ONNXTensorElementDataType::ONNX_TENSOR_ELEMENT_DATA_TYPE_INT16> {
typedef winml::TensorInt16Bit Type;
};
template <>
struct ONNXTensorElementDataTypeToWinMLTensorKind<ONNXTensorElementDataType::ONNX_TENSOR_ELEMENT_DATA_TYPE_INT32> {
typedef winml::TensorInt32Bit Type;
};
template <>
struct ONNXTensorElementDataTypeToWinMLTensorKind<ONNXTensorElementDataType::ONNX_TENSOR_ELEMENT_DATA_TYPE_INT64> {
typedef winml::TensorInt64Bit Type;
};
template <>
struct ONNXTensorElementDataTypeToWinMLTensorKind<ONNXTensorElementDataType::ONNX_TENSOR_ELEMENT_DATA_TYPE_STRING> {
typedef winml::TensorString Type;
};
template <>
struct ONNXTensorElementDataTypeToWinMLTensorKind<ONNXTensorElementDataType::ONNX_TENSOR_ELEMENT_DATA_TYPE_BOOL> {
typedef winml::TensorBoolean Type;
};
template <>
struct ONNXTensorElementDataTypeToWinMLTensorKind<ONNXTensorElementDataType::ONNX_TENSOR_ELEMENT_DATA_TYPE_FLOAT16> {
typedef winml::TensorFloat16Bit Type;
};
template <>
struct ONNXTensorElementDataTypeToWinMLTensorKind<ONNXTensorElementDataType::ONNX_TENSOR_ELEMENT_DATA_TYPE_DOUBLE> {
typedef winml::TensorDouble Type;
};
template <>
struct ONNXTensorElementDataTypeToWinMLTensorKind<ONNXTensorElementDataType::ONNX_TENSOR_ELEMENT_DATA_TYPE_UINT32> {
typedef winml::TensorUInt32Bit Type;
};
template <>
struct ONNXTensorElementDataTypeToWinMLTensorKind<ONNXTensorElementDataType::ONNX_TENSOR_ELEMENT_DATA_TYPE_UINT64> {
typedef winml::TensorUInt64Bit Type;
};
template <>
struct ONNXTensorElementDataTypeToWinMLTensorKind<ONNXTensorElementDataType::ONNX_TENSOR_ELEMENT_DATA_TYPE_BFLOAT16> {
typedef winml::TensorFloat16Bit Type;
};