* 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 adaptive_average_pool2d_plugin.cc
* \brief
*/
#include "onnx_common.h"
namespace domi {
static const uint32_t ATTR_LOOP_SIZE = 2;
static Status ParseParamsAdaptiveAvgPool2d(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;
}
std::vector<int> v_output_size = {};
bool set_output_size_flag = false;
for (const auto& attr : node->attribute()) {
if (attr.name() == "output_size" && attr.type() == ge::onnx::AttributeProto::INTS) {
if (attr.ints_size() == ATTR_LOOP_SIZE) {
for (int i = 0; i < attr.ints_size(); i++) {
v_output_size.push_back(attr.ints(i));
}
} else {
OP_LOGE(GetOpName(op_dest).c_str(), "length of output_size must be 2.");
}
set_output_size_flag = true;
}
}
if (set_output_size_flag) {
op_dest.SetAttr("output_size", v_output_size);
} else {
OP_LOGE(GetOpName(op_dest).c_str(), "onnx AdaptiveAvgPool2d op has no output_size attr.");
}
return SUCCESS;
}
REGISTER_CUSTOM_OP("AdaptiveAvgPool2d")
.FrameworkType(ONNX)
.OriginOpType({ge::AscendString("ai.onnx::8::AdaptiveAvgPool2d"),
ge::AscendString("ai.onnx::9::AdaptiveAvgPool2d"),
ge::AscendString("ai.onnx::10::AdaptiveAvgPool2d"),
ge::AscendString("ai.onnx::11::AdaptiveAvgPool2d"),
ge::AscendString("ai.onnx::12::AdaptiveAvgPool2d"),
ge::AscendString("ai.onnx::13::AdaptiveAvgPool2d"),
ge::AscendString("ai.onnx::14::AdaptiveAvgPool2d"),
ge::AscendString("ai.onnx::15::AdaptiveAvgPool2d"),
ge::AscendString("ai.onnx::16::AdaptiveAvgPool2d")})
.ParseParamsFn(ParseParamsAdaptiveAvgPool2d)
.ImplyType(ImplyType::TVM);
}
