* -------------------------------------------------------------------------
* This file is part of the Vision SDK project.
* Copyright (c) 2025 Huawei Technologies Co.,Ltd.
*
* Vision SDK is licensed under Mulan PSL v2.
* You can use this software according to the terms and conditions of the Mulan PSL v2.
* You may obtain a copy of Mulan PSL v2 at:
*
* http://license.coscl.org.cn/MulanPSL2
*
* 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 FIT FOR A PARTICULAR PURPOSE.
* See the Mulan PSL v2 for more details.
* -------------------------------------------------------------------------
* Description: Transpose op preload from json config.
* Author: MindX SDK
* Create: 2023
* History: NA
*/
#include "OpLoaderTranspose.h"
#include <algorithm>
#include "MxBase/Utils/StringUtils.h"
namespace MxBase {
OpLoaderTranspose::OpLoaderTranspose(): OpLoader() {}
OpLoaderTranspose::OpLoaderTranspose(std::string opType): OpLoader(opType) {}
APP_ERROR OpLoaderTranspose::CheckOpCustom(std::string inputShape, std::string outputShape)
{
auto inputShapeVecs = GetShapeVecs(inputShape);
auto outputShapeVecs = GetShapeVecs(outputShape);
if ((inputShapeVecs.size() != 1) || (outputShapeVecs.size() != 1)) {
LogError << "CheckOpCustom: Check Transpose op input or output shape size is not 1, please check!"
<< GetErrorInfo(APP_ERR_COMM_INVALID_PARAM);
return APP_ERR_COMM_INVALID_PARAM;
}
auto inShape = inputShapeVecs[0];
auto outShape = outputShapeVecs[0];
std::sort(inShape.begin(), inShape.end());
std::sort(outShape.begin(), outShape.end());
if (inShape != outShape) {
LogError << "CheckOpCustom: Check Transpose op output shape and input shape permutation do not match."
<< GetErrorInfo(APP_ERR_COMM_INVALID_PARAM);
return APP_ERR_COMM_INVALID_PARAM;
}
return APP_ERR_OK;
}
APP_ERROR OpLoaderTranspose::OpCreateParamTensor(const std::string inputShape,
std::string inputDataType, OperatorDesc &opDesc)
{
APP_ERROR ret = APP_ERR_OK;
std::vector<std::string> typeVec1 = StringUtils::Split(inputShape, ',');
std::vector<std::string> typeVec2 = StringUtils::Split(inputDataType, ';');
if (typeVec1.size() == 0 || typeVec2.size() == 0) {
LogError << "OpCreateParamTensor: Transpose Invalid input shape, please check the config file."
<< GetErrorInfo(APP_ERR_COMM_INVALID_PARAM);
return APP_ERR_COMM_INVALID_PARAM;
}
std::vector<std::int64_t> shapeVec = {static_cast<int64_t>(typeVec1.size())};
ret = opDesc.AddInputTensorDesc(shapeVec, OpDataType::OP_INT32);
if (ret != APP_ERR_OK) {
LogError << "OpCreateParamTensor: Transpose AddInputTensorDesc failed." << GetErrorInfo(ret);
return ret;
}
return ret;
}
}