* 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 {
using NodeProto = ge::onnx::NodeProto;
static Status ParseParamsDepthToSpace(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;
}
int block_size = 0;
std::string mode = "DCR";
for (const auto& attr : node->attribute()) {
if (attr.name() == "blocksize" && attr.type() == ge::onnx::AttributeProto::INT) {
block_size = attr.i();
} else if (attr.name() == "mode" && attr.type() == ge::onnx::AttributeProto::STRING) {
mode = attr.s();
}
}
const int support_block_size = 2;
if (block_size < support_block_size) {
OP_LOGE(GetOpName(op_dest).c_str(), "blocksize, specifying the size of the spatial block, should be >=2, ");
return FAILED;
}
if (ChangeFormatFromOnnx(op_dest, 0, ge::FORMAT_NCHW, true) != SUCCESS ||
ChangeFormatFromOnnx(op_dest, 0, ge::FORMAT_NCHW, false) != SUCCESS) {
return FAILED;
}
op_dest.SetAttr("block_size", block_size);
op_dest.SetAttr("mode", mode);
std::string output_format = "NCHW";
op_dest.SetAttr("data_format", output_format);
return SUCCESS;
}
REGISTER_CUSTOM_OP("DepthToSpace")
.FrameworkType(ONNX)
.OriginOpType({ge::AscendString("ai.onnx::8::DepthToSpace"),
ge::AscendString("ai.onnx::9::DepthToSpace"),
ge::AscendString("ai.onnx::10::DepthToSpace"),
ge::AscendString("ai.onnx::11::DepthToSpace"),
ge::AscendString("ai.onnx::12::DepthToSpace"),
ge::AscendString("ai.onnx::13::DepthToSpace"),
ge::AscendString("ai.onnx::14::DepthToSpace"),
ge::AscendString("ai.onnx::15::DepthToSpace"),
ge::AscendString("ai.onnx::16::DepthToSpace"),
ge::AscendString("ai.onnx::17::DepthToSpace"),
ge::AscendString("ai.onnx::18::DepthToSpace")})
.ParseParamsFn(ParseParamsDepthToSpace)
.ImplyType(ImplyType::TVM);
}