* -------------------------------------------------------------------------
* 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: Config load for preload jason config.
* Author: MindX SDK
* Create: 2023
* History: NA
*/
#include "MxBase/Utils/StringUtils.h"
#include "OpLoaderSplit.h"
namespace MxBase {
OpLoaderSplit::OpLoaderSplit(): OpLoader() {}
OpLoaderSplit::OpLoaderSplit(std::string opType): OpLoader(opType) {}
APP_ERROR OpLoaderSplit::CheckOpCustom(std::string inputShape, std::string outputShape)
{
auto inputShapeVecs = GetShapeVecs(inputShape);
auto outputShapeVecs = GetShapeVecs(outputShape);
if (inputShapeVecs.size() != 1) {
LogError << "CheckOpCustom: Check Split op input vec num is not 1, please check!"
<< GetErrorInfo(APP_ERR_COMM_INVALID_PARAM);
return APP_ERR_COMM_INVALID_PARAM;
}
auto numChannel = inputShapeVecs[0][inputShapeVecs[0].size() - 1];
if ((numChannel < HWC_DIM) || (numChannel > NHWC_DIM)) {
LogError << "CheckOpCustom: Check Split op input channel should be 3 or 4, please check!"
<< GetErrorInfo(APP_ERR_COMM_INVALID_PARAM);
return APP_ERR_COMM_INVALID_PARAM;
}
if (static_cast<int>(outputShapeVecs.size()) != numChannel) {
LogError << "CheckOpCustom: Check Split op output vec num does not match input channel num, please check!"
<< GetErrorInfo(APP_ERR_COMM_INVALID_PARAM);
return APP_ERR_COMM_INVALID_PARAM;
}
for (auto outShape: outputShapeVecs) {
for (size_t i = 0; i < outShape.size() - 1; i++) {
if (outShape[i] != inputShapeVecs[0][i]) {
LogError << "CheckOpCustom: Check Split op output vec shape does not match input, please check!"
<< GetErrorInfo(APP_ERR_COMM_INVALID_PARAM);
return APP_ERR_COMM_INVALID_PARAM;
}
}
if (outShape[outShape.size() - 1] != 1) {
LogError << "CheckOpCustom: Check Split op output vec last dimension is not 1, please check!"
<< GetErrorInfo(APP_ERR_COMM_INVALID_PARAM);
return APP_ERR_COMM_INVALID_PARAM;
}
}
return APP_ERR_OK;
}
APP_ERROR OpLoaderSplit::OpCreateParamAttr(aclopAttr *attr, const JsonPtr &jsonPtr, size_t index)
{
std::string inputShape;
auto ret = jsonPtr.GetInputShapeByIndex(index, inputShape);
if (ret != APP_ERR_OK) {
LogError << "OpCreateParamAttr: inputShape is invalid, please check."
<< GetErrorInfo(APP_ERR_COMM_INVALID_PARAM);
return APP_ERR_COMM_INVALID_PARAM;
}
std::vector<std::string> inputVect = StringUtils::Split(inputShape, ';');
if (inputVect.size() == 0) {
LogError << "OpCreateParamAttr: Invalid input vector size." << GetErrorInfo(APP_ERR_COMM_INVALID_PARAM);
return APP_ERR_COMM_INVALID_PARAM;
}
auto shape = StringUtils::SplitAndCastToInt(inputVect[0], ',');
std::vector<int64_t> shapeVec;
for (size_t t = 0; t < shape.size(); t++) {
shapeVec.push_back((int64_t) shape[t]);
}
int64_t splitDim = static_cast<int64_t>(shapeVec.size() - 1);
int64_t numSplit = shapeVec[shapeVec.size() - 1];
aclopSetAttrInt(attr, "split_dim", splitDim);
aclopSetAttrInt(attr, "num_split", numSplit);
return APP_ERR_OK;
}
}