* 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"
#include "op_math_proto_extend.h"
using namespace ge;
namespace domi {
using NodeProto = ge::onnx::NodeProto;
static const int ONNX_1D_ATTR_LEN = 1;
static void SetAllIntListValue(const ge::onnx::AttributeProto& attr, std::vector<int32_t>& int_list)
{
for (auto i = 0; i < attr.ints_size(); ++i) {
int_list.push_back(attr.ints(i));
}
}
static void SetAttrListValue(const ge::onnx::AttributeProto& attr, std::vector<int32_t>& attr_list)
{
if (attr.ints_size() == ONNX_1D_ATTR_LEN) {
attr_list.push_back(1);
attr_list.push_back(1);
attr_list.push_back(attr.ints(0));
attr_list.push_back(attr.ints(0));
} else {
for (auto i = 0; i < attr.ints_size(); ++i) {
attr_list.push_back(attr.ints(i));
}
}
}
static Status ParseParamsDeformableOffsets(const Message* op_src, ge::Operator& op_dest)
{
const NodeProto* node = reinterpret_cast<const NodeProto*>(op_src);
if (node == nullptr) {
OP_LOGE("DeformableOffsets", "Dynamic cast op_src to NodeProto failed");
return FAILED;
}
std::vector<int> strides = {};
std::vector<int> pads = {};
std::vector<int> dilations = {1, 1, 1, 1};
std::vector<int> ksize = {};
std::string data_format = "NCHW";
int deformable_groups = 1;
bool modulated = true;
for (const auto& attr : node->attribute()) {
if (attr.name() == "strides" && attr.type() == ge::onnx::AttributeProto::INTS) {
SetAttrListValue(attr, strides);
} else if (attr.name() == "pads" && attr.type() == ge::onnx::AttributeProto::INTS) {
SetAttrListValue(attr, pads);
} else if (attr.name() == "dilations" && attr.type() == ge::onnx::AttributeProto::INTS) {
dilations.clear();
SetAttrListValue(attr, dilations);
} else if (attr.name() == "ksize" && attr.type() == ge::onnx::AttributeProto::INTS) {
SetAllIntListValue(attr, ksize);
} else if (attr.name() == "data_format" && attr.type() == ge::onnx::AttributeProto::STRING) {
data_format = attr.s();
} else if (attr.name() == "deformable_groups" && attr.type() == ge::onnx::AttributeProto::INT) {
deformable_groups = attr.i();
} else if (attr.name() == "modulated" && attr.type() == ge::onnx::AttributeProto::INT) {
modulated = attr.i();
}
}
op_dest.SetAttr("strides", strides);
op_dest.SetAttr("pads", pads);
op_dest.SetAttr("dilations", dilations);
op_dest.SetAttr("ksize", ksize);
op_dest.SetAttr("data_format", data_format);
op_dest.SetAttr("deformable_groups", deformable_groups);
op_dest.SetAttr("modulated", modulated);
if (ChangeFormatFromOnnx(op_dest, 0, ge::FORMAT_NCHW, true) != SUCCESS ||
ChangeFormatFromOnnx(op_dest, 1, ge::FORMAT_NCHW, true) != SUCCESS ||
ChangeFormatFromOnnx(op_dest, 0, ge::FORMAT_NCHW, false) != SUCCESS) {
OP_LOGE(GetOpName(op_dest).c_str(), "ChangeFormatFromOnnx failed.");
return FAILED;
}
return SUCCESS;
}
REGISTER_CUSTOM_OP("DeformableOffsets")
.FrameworkType(ONNX)
.OriginOpType({ge::AscendString("ai.onnx::9::DeformableOffsets"),
ge::AscendString("ai.onnx::10::DeformableOffsets"),
ge::AscendString("ai.onnx::11::DeformableOffsets"),
ge::AscendString("ai.onnx::12::DeformableOffsets"),
ge::AscendString("ai.onnx::13::DeformableOffsets"),
ge::AscendString("ai.onnx::14::DeformableOffsets"),
ge::AscendString("ai.onnx::15::DeformableOffsets"),
ge::AscendString("ai.onnx::16::DeformableOffsets")})
.ParseParamsFn(ParseParamsDeformableOffsets)
.ImplyType(ImplyType::TVM);
}
