* 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 roi_extractor_onnx_plugin.cpp
* \brief
*/
#include "onnx_common.h"
namespace domi {
static const uint32_t MIN_INPUT_NUM = 2;
static Status VerifyRoiExtractorByNode(ge::Operator& op_dest, const ge::onnx::NodeProto* node)
{
if (node == nullptr) {
OP_LOGE(GetOpName(op_dest).c_str(), "Dynamic cast op_src to NodeProto failed.");
return FAILED;
}
uint32_t input_num = node->input_size();
if (input_num < MIN_INPUT_NUM) {
OP_LOGE(GetOpName(op_dest).c_str(), "input num must ge 2");
return FAILED;
}
op_dest.DynamicInputRegister("features", input_num - 1, false);
return SUCCESS;
}
static Status ParseParamsRoiExtractor(const Message* op_src, ge::Operator& op_dest)
{
const ge::onnx::NodeProto* node = dynamic_cast<const ge::onnx::NodeProto*>(op_src);
Status ret = VerifyRoiExtractorByNode(op_dest, node);
if (ret != SUCCESS) {
return FAILED;
}
for (const auto& attr : node->attribute()) {
if (attr.name() == "finest_scale" && attr.type() == ge::onnx::AttributeProto::INT) {
int64_t finest_scale = attr.i();
op_dest.SetAttr("finest_scale", finest_scale);
}
if (attr.name() == "roi_scale_factor" && attr.type() == ge::onnx::AttributeProto::FLOAT) {
float roi_scale_factor = attr.f();
op_dest.SetAttr("roi_scale_factor", roi_scale_factor);
}
if (attr.name() == "spatial_scale" && attr.type() == ge::onnx::AttributeProto::FLOATS) {
std::vector<float> spatial_scale;
for (auto s : attr.floats()) {
spatial_scale.push_back(s);
}
op_dest.SetAttr("spatial_scale", spatial_scale);
}
if (attr.name() == "pooled_height" && attr.type() == ge::onnx::AttributeProto::INT) {
int64_t output_size = attr.i();
op_dest.SetAttr("pooled_height", output_size);
}
if (attr.name() == "pooled_width" && attr.type() == ge::onnx::AttributeProto::INT) {
int64_t output_size = attr.i();
op_dest.SetAttr("pooled_width", output_size);
}
if (attr.name() == "sample_num" && attr.type() == ge::onnx::AttributeProto::INT) {
int64_t sample_num = attr.i();
op_dest.SetAttr("sample_num", sample_num);
}
if (attr.name() == "pool_mode" && attr.type() == ge::onnx::AttributeProto::STRING) {
std::string pool_mode = attr.s();
op_dest.SetAttr("pool_mode", pool_mode);
}
if (attr.name() == "aligned" && attr.type() == ge::onnx::AttributeProto::INT) {
bool aligned = attr.i();
op_dest.SetAttr("aligned", aligned);
}
}
return SUCCESS;
}
REGISTER_CUSTOM_OP("RoiExtractor")
.FrameworkType(ONNX)
.OriginOpType({ge::AscendString("ai.onnx::8::RoiExtractor"),
ge::AscendString("ai.onnx::9::RoiExtractor"),
ge::AscendString("ai.onnx::10::RoiExtractor"),
ge::AscendString("ai.onnx::11::RoiExtractor"),
ge::AscendString("ai.onnx::12::RoiExtractor"),
ge::AscendString("ai.onnx::13::RoiExtractor"),
ge::AscendString("ai.onnx::14::RoiExtractor"),
ge::AscendString("ai.onnx::15::RoiExtractor"),
ge::AscendString("ai.onnx::16::RoiExtractor")})
.ParseParamsFn(ParseParamsRoiExtractor)
.ImplyType(ImplyType::TVM);
}