85 lines
2.8 KiB
C++
85 lines
2.8 KiB
C++
/**
|
||
* Copyright (c) 2025 Huawei Technologies Co., Ltd.
|
||
* This program is free software, you can redistribute it and/or modify it under the terms and conditions of
|
||
* CANN Open Software License Agreement Version 2.0 (the "License").
|
||
* Please refer to the License for details. You may not use this file except in compliance with the License.
|
||
* THIS SOFTWARE IS PROVIDED ON AN "AS IS" BASIS, WITHOUT WARRANTIES OF ANY KIND, EITHER EXPRESS OR IMPLIED,
|
||
* INCLUDING BUT NOT LIMITED TO NON-INFRINGEMENT, MERCHANTABILITY, OR FITNESS FOR A PARTICULAR PURPOSE.
|
||
* See LICENSE in the root of the software repository for the full text of the License.
|
||
*/
|
||
|
||
/*!
|
||
* \file onnx_common.h
|
||
* \brief
|
||
*/
|
||
|
||
#ifndef MATH_COMMON_ONNX_COMMON_H
|
||
#define MATH_COMMON_ONNX_COMMON_H
|
||
|
||
#include <string>
|
||
#include <vector>
|
||
#include <map>
|
||
|
||
#include "stub_ops.h"
|
||
#include "register/register.h"
|
||
#include "graph/operator.h"
|
||
#include "graph/graph.h"
|
||
#include "base/err_msg.h"
|
||
#include "log/log.h"
|
||
#include "onnx/proto/ge_onnx.pb.h"
|
||
|
||
namespace domi {
|
||
template <typename T>
|
||
inline std::string GetOpName(const T& op)
|
||
{
|
||
ge::AscendString op_ascend_name;
|
||
ge::graphStatus ret = op.GetName(op_ascend_name);
|
||
if (ret != ge::GRAPH_SUCCESS) {
|
||
std::string op_name = "None";
|
||
return op_name;
|
||
}
|
||
return op_ascend_name.GetString();
|
||
}
|
||
|
||
template<typename T>
|
||
inline ge::Tensor Vec2Tensor(vector<T>& vals, const vector<int64_t>& dims, ge::DataType dtype, ge::Format format = ge::FORMAT_ND) {
|
||
ge::Shape shape(dims);
|
||
ge::TensorDesc desc(shape, format, dtype);
|
||
ge::Tensor tensor(desc, reinterpret_cast<uint8_t*>(vals.data()), vals.size() * sizeof(T));
|
||
return tensor;
|
||
}
|
||
|
||
template<typename T>
|
||
inline ge::Tensor CreateScalar(T val, ge::DataType dtype, ge::Format format = ge::FORMAT_ND) {
|
||
vector<int64_t> dims_scalar = {};
|
||
ge::Shape shape(dims_scalar);
|
||
ge::TensorDesc desc(shape, format, dtype);
|
||
ge::Tensor tensor(desc, reinterpret_cast<uint8_t*>(&val), sizeof(T));
|
||
return tensor;
|
||
}
|
||
|
||
inline Status ChangeFormatFromOnnx(ge::Operator& op, const int idx, ge::Format format, bool is_input) {
|
||
if (is_input) {
|
||
ge::TensorDesc org_tensor = op.GetInputDesc(idx);
|
||
org_tensor.SetOriginFormat(format);
|
||
org_tensor.SetFormat(format);
|
||
auto ret = op.UpdateInputDesc(idx, org_tensor);
|
||
if (ret != ge::GRAPH_SUCCESS) {
|
||
OP_LOGE(GetOpName(op).c_str(), "change input format failed.");
|
||
return FAILED;
|
||
}
|
||
} else {
|
||
ge::TensorDesc org_tensor_y = op.GetOutputDesc(idx);
|
||
org_tensor_y.SetOriginFormat(format);
|
||
org_tensor_y.SetFormat(format);
|
||
auto ret_y = op.UpdateOutputDesc(idx, org_tensor_y);
|
||
if (ret_y != ge::GRAPH_SUCCESS) {
|
||
OP_LOGE(GetOpName(op).c_str(), "change output format failed.");
|
||
return FAILED;
|
||
}
|
||
}
|
||
return SUCCESS;
|
||
}
|
||
} // namespace domi
|
||
|
||
#endif // MATH_COMMON_ONNX_COMMON_H
|