* 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 embedding_bag_onnx_plugin.cpp
* \brief
*/
#include "onnx_common.h"
namespace domi {
using NodeProto = ge::onnx::NodeProto;
static Status ParseParamsEmbeddingBag(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), "Dynamic cast op_src to NodeProto failed.");
return FAILED;
}
std::string mode_value;
for (const auto &attr : node->attribute()) {
if (attr.name() == "mode" && attr.type() == ge::onnx::AttributeProto::STRING) {
mode_value = attr.s();
op_dest.SetAttr("mode", mode_value);
}
}
bool scale_grad_by_freq = false;
for (const auto &attr : node->attribute()) {
if (attr.name() == "scale_grad_by_freq" && attr.i() != 0) {
scale_grad_by_freq = true;
break;
}
}
op_dest.SetAttr("scale_grad_by_freq", scale_grad_by_freq);
bool sparse = false;
for (const auto &attr : node->attribute()) {
if (attr.name() == "sparse" && attr.i() != 0) {
sparse = true;
break;
}
}
op_dest.SetAttr("sparse", sparse);
bool include_last_offset = false;
for (const auto &attr : node->attribute()) {
if (attr.name() == "include_last_offset" && attr.i() != 0) {
include_last_offset = true;
break;
}
}
op_dest.SetAttr("include_last_offset", include_last_offset);
return SUCCESS;
}
REGISTER_CUSTOM_OP("EmbeddingBag")
.FrameworkType(ONNX)
.OriginOpType({ge::AscendString("ai.onnx::8::EmbeddingBag"),
ge::AscendString("ai.onnx::9::EmbeddingBag"),
ge::AscendString("ai.onnx::10::EmbeddingBag"),
ge::AscendString("ai.onnx::11::EmbeddingBag"),
ge::AscendString("ai.onnx::12::EmbeddingBag"),
ge::AscendString("ai.onnx::13::EmbeddingBag"),
ge::AscendString("ai.onnx::14::EmbeddingBag"),
ge::AscendString("ai.onnx::15::EmbeddingBag"),
ge::AscendString("ai.onnx::16::EmbeddingBag")})
.ParseParamsFn(ParseParamsEmbeddingBag)
.ImplyType(ImplyType::TVM);
}