* -------------------------------------------------------------------------
* 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: Merge op preload from json config.
* Author: MindX SDK
* Create: 2023
* History: NA
*/
#include "OpLoaderMerge.h"
namespace MxBase {
OpLoaderMerge::OpLoaderMerge(): OpLoader() {}
OpLoaderMerge::OpLoaderMerge(std::string opType): OpLoader(opType) {}
APP_ERROR OpLoaderMerge::CheckOpCustom(std::string inputShape, std::string outputShape)
{
auto inputShapeVecs = GetShapeVecs(inputShape);
auto outputShapeVecs = GetShapeVecs(outputShape);
if (outputShapeVecs.size() != 1) {
LogError << "CheckOpCustom: Check Merge op output vec num is not 1, please check!"
<< GetErrorInfo(APP_ERR_COMM_INVALID_PARAM);
return APP_ERR_COMM_INVALID_PARAM;
}
auto numOutChannel = outputShapeVecs[0][outputShapeVecs[0].size() - 1];
if ((numOutChannel < HWC_DIM) || (numOutChannel > NHWC_DIM)) {
LogError << "CheckOpCustom: Check Merge op output channel should be 3 or 4, please check!"
<< GetErrorInfo(APP_ERR_COMM_INVALID_PARAM);
return APP_ERR_COMM_INVALID_PARAM;
}
int64_t sumInputChannel = 0;
for (auto inShape: inputShapeVecs) {
for (size_t i = 0; i < inShape.size() - 1; i++) {
if (inShape[i] != outputShapeVecs[0][i]) {
LogError << "CheckOpCustom: Check Merge op output vec shape does not match input, please check!"
<< GetErrorInfo(APP_ERR_COMM_INVALID_PARAM);
return APP_ERR_COMM_INVALID_PARAM;
}
}
sumInputChannel += inShape[inShape.size() - 1];
}
if (numOutChannel != sumInputChannel) {
LogError << "CheckOpCustom: Check Merge op input and output vec channel(" << sumInputChannel << ","
<< numOutChannel << ") num do not match, please check!"
<< GetErrorInfo(APP_ERR_COMM_INVALID_PARAM);
return APP_ERR_COMM_INVALID_PARAM;
}
return APP_ERR_OK;
}
APP_ERROR OpLoaderMerge::OpCreateParamAttr(aclopAttr *attr, const JsonPtr &jsonPtr, size_t index)
{
const size_t maxShapeSize = 4;
const size_t minShapeSize = 3;
std::string inputShape;
auto ret = jsonPtr.GetInputShapeByIndex(index, inputShape);
if (ret != APP_ERR_OK) {
LogError << "OpCreateParamAttr: Merge inputShape is invalid, please check." << GetErrorInfo(ret);
return ret;
}
std::vector<std::vector<int64_t>> shapeVecs = GetShapeVecs(inputShape);
for (auto shape: shapeVecs) {
if (shape.size() > maxShapeSize || shape.size() < minShapeSize) {
LogError << "OpCreateParamAttr: Merge input shape incorrect, please check the config file."
<< GetErrorInfo(APP_ERR_COMM_FAILURE);
return ret;
}
}
int64_t num = static_cast<int64_t>(shapeVecs.size());
int64_t concatDim = static_cast<int64_t>(shapeVecs[0].size() - 1);
LogDebug << "set attr N: " << num << " attr concat_dim: " << concatDim;
aclopSetAttrInt(attr, "N", num);
aclopSetAttrInt(attr, "concat_dim", concatDim);
return APP_ERR_OK;
}
}