* 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 max_roi_pool_onnx_plugin.cpp
* \brief
*/
#include "onnx_common.h"
namespace domi {
static const size_t POOLED_SHAPE_SIZE = 2;
static Status ParseParamsMaxRoiPool(const Message* op_src, ge::Operator& op_dest)
{
const ge::onnx::NodeProto* node = dynamic_cast<const ge::onnx::NodeProto*>(op_src);
if (node == nullptr) {
OP_LOGE(GetOpName(op_dest).c_str(), "Dynamic cast op_src to NodeProto failed.");
return FAILED;
}
float spatial_scale = 1.0;
std::vector<int> pooled_shape;
for (const auto& attr : node->attribute()) {
if (attr.name() == "pooled_shape" && attr.type() == ge::onnx::AttributeProto::INTS) {
for (int i = 0; i < attr.ints_size(); i++) {
pooled_shape.push_back(attr.ints(i));
}
} else if (attr.name() == "spatial_scale" && attr.type() == ge::onnx::AttributeProto::FLOAT) {
spatial_scale = static_cast<float>(attr.f());
}
}
if (pooled_shape.size() != POOLED_SHAPE_SIZE) {
OP_LOGE(GetOpName(op_dest).c_str(), "Obtain attr pooled_shape failed.");
return FAILED;
}
op_dest.SetAttr("pooled_h", pooled_shape[0]);
op_dest.SetAttr("pooled_w", pooled_shape[1]);
op_dest.SetAttr("spatial_scale_h", spatial_scale);
op_dest.SetAttr("spatial_scale_w", spatial_scale);
return SUCCESS;
}
REGISTER_CUSTOM_OP("ROIPooling")
.FrameworkType(ONNX)
.OriginOpType({ge::AscendString("ai.onnx::1::MaxRoiPool"),
ge::AscendString("ai.onnx::8::MaxRoiPool"),
ge::AscendString("ai.onnx::9::MaxRoiPool"),
ge::AscendString("ai.onnx::10::MaxRoiPool"),
ge::AscendString("ai.onnx::11::MaxRoiPool"),
ge::AscendString("ai.onnx::12::MaxRoiPool"),
ge::AscendString("ai.onnx::13::MaxRoiPool"),
ge::AscendString("ai.onnx::14::MaxRoiPool"),
ge::AscendString("ai.onnx::15::MaxRoiPool"),
ge::AscendString("ai.onnx::16::MaxRoiPool"),
ge::AscendString("ai.onnx::17::MaxRoiPool"),
ge::AscendString("ai.onnx::18::MaxRoiPool")})
.ParseParamsFn(ParseParamsMaxRoiPool)
.ImplyType(ImplyType::TVM);
}