* 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 col2im_onnx_plugin.cpp
* \brief
*/
#include "onnx_common.h"
#include "nlohmann/json.hpp"
using namespace ge;
using json = nlohmann::json;
namespace domi {
static void GetAttrListFromJson(json& attr, std::vector<int32_t>& val)
{
for (size_t i = 0; i < attr["ints"].size(); ++i) {
val.push_back(attr["ints"][i].get<int32_t>());
}
}
static Status ParseOnnxParamsCol2im(const ge::Operator& op_src, ge::Operator& op_dest)
{
AscendString attrs_string;
std::vector<int32_t> kernel_size;
std::vector<int32_t> dilation;
std::vector<int32_t> padding;
std::vector<int32_t> stride;
if (op_src.GetAttr("attribute", attrs_string) == ge::GRAPH_SUCCESS) {
json attrs = json::parse(attrs_string.GetString());
for (json& attr : attrs["attribute"]) {
if (attr["name"] == "kernel_size") {
GetAttrListFromJson(attr, kernel_size);
} else if (attr["name"] == "dilation") {
GetAttrListFromJson(attr, dilation);
} else if (attr["name"] == "padding") {
GetAttrListFromJson(attr, padding);
} else if (attr["name"] == "stride") {
GetAttrListFromJson(attr, stride);
}
}
}
if (kernel_size.empty() || dilation.empty() || padding.empty() || stride.empty()) {
OP_LOGE(GetOpName(op_dest).c_str(), "node must have attr kernel_size/dilation/padding/stride");
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("kernel_size", kernel_size);
op_dest.SetAttr("dilation", dilation);
op_dest.SetAttr("padding", padding);
op_dest.SetAttr("stride", stride);
return SUCCESS;
}
REGISTER_CUSTOM_OP("Col2im")
.FrameworkType(ONNX)
.OriginOpType({ge::AscendString("ai.onnx::8::Col2im"),
ge::AscendString("ai.onnx::9::Col2im"),
ge::AscendString("ai.onnx::10::Col2im"),
ge::AscendString("ai.onnx::11::Col2im"),
ge::AscendString("ai.onnx::12::Col2im"),
ge::AscendString("ai.onnx::13::Col2im"),
ge::AscendString("ai.onnx::14::Col2im"),
ge::AscendString("ai.onnx::15::Col2im"),
ge::AscendString("ai.onnx::16::Col2im"),
ge::AscendString("ai.onnx::17::Col2im"),
ge::AscendString("ai.onnx::18::Col2im")})
.ParseParamsByOperatorFn(ParseOnnxParamsCol2im)
.ImplyType(ImplyType::TVM);
}
