* 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.
*/
#include "onnx_common.h"
namespace domi {
static const int req_attr_num = 3;
using NodeProto = ge::onnx::NodeProto;
static Status ParseParamsNpuRoiAlign(const Message* op_src, ge::Operator& op_dest)
{
const NodeProto* node = dynamic_cast<const 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 = 0.0;
int pooled_height = 0;
int pooled_width = 0;
int sample_num = 2;
int roi_end_mode = 1;
int req_attr_count = 0;
for (auto attr : node->attribute()) {
if (attr.name() == "spatial_scale" && attr.type() == ge::onnx::AttributeProto::FLOAT) {
spatial_scale = attr.f();
op_dest.SetAttr("spatial_scale", spatial_scale);
++req_attr_count;
} else if (attr.name() == "pooled_height" && attr.type() == ge::onnx::AttributeProto::INT) {
pooled_height = attr.i();
op_dest.SetAttr("pooled_height", pooled_height);
++req_attr_count;
} else if (attr.name() == "pooled_width" && attr.type() == ge::onnx::AttributeProto::INT) {
pooled_width = attr.i();
op_dest.SetAttr("pooled_width", pooled_width);
++req_attr_count;
} else if (attr.name() == "sample_num" && attr.type() == ge::onnx::AttributeProto::INT) {
sample_num = attr.i();
} else if (attr.name() == "roi_end_mode" && attr.type() == ge::onnx::AttributeProto::INT) {
roi_end_mode = attr.i();
}
}
if (req_attr_count != req_attr_num) {
OP_LOGE(GetOpName(op_dest).c_str(), "Node must have attr spatial_scale, pooled_height, pooled_width");
return FAILED;
}
op_dest.SetAttr("sample_num", sample_num);
op_dest.SetAttr("roi_end_mode", roi_end_mode);
return SUCCESS;
}
REGISTER_CUSTOM_OP("ROIAlign")
.FrameworkType(ONNX)
.OriginOpType({ge::AscendString("npu::1::NPURoiAlign"),
ge::AscendString("ai.onnx::11::NPURoiAlign"),
ge::AscendString("ai.onnx::12::NPURoiAlign"),
ge::AscendString("ai.onnx::13::NPURoiAlign"),
ge::AscendString("ai.onnx::14::NPURoiAlign"),
ge::AscendString("ai.onnx::15::NPURoiAlign"),
ge::AscendString("ai.onnx::16::NPURoiAlign"),
ge::AscendString("ai.onnx::17::NPURoiAlign"),
ge::AscendString("ai.onnx::18::NPURoiAlign")})
.ParseParamsFn(ParseParamsNpuRoiAlign)
.ImplyType(ImplyType::TVM);
}