* 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_cv_proto_extend.h"
namespace domi {
using NodeProto = ge::onnx::NodeProto;
static Status ParseParamsNpuGiou(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 input_size = node->input_size();
int output_size = node->output_size();
op_dest.DynamicInputRegister("x", input_size);
op_dest.DynamicOutputRegister("y", output_size);
bool trans = false;
bool is_cross = false;
std::string mode = "iou";
for (const auto& attr : node->attribute()) {
if (attr.name() == "trans" && attr.type() == ge::onnx::AttributeProto::INT) {
trans = (attr.i() == 1);
} else if (attr.name() == "is_cross" && attr.type() == ge::onnx::AttributeProto::INT) {
is_cross = (attr.i() == 1);
} else if (attr.name() == "mode" && attr.type() == ge::onnx::AttributeProto::INT && attr.i() == 1) {
mode = "iof";
}
}
op_dest.SetAttr("name", node->name());
op_dest.SetAttr("trans", trans);
op_dest.SetAttr("is_cross", is_cross);
op_dest.SetAttr("mode", mode);
op_dest.SetAttr("original_type", "npu::1::NPUGiou");
return SUCCESS;
}
static Status ParseOpToGraphNpuGiou(const ge::Operator& op, ge::Graph& graph)
{
std::string ori_name;
if (op.GetAttr("name", ori_name) != SUCCESS) {
OP_LOGE(GetOpName(op).c_str(), "get name from op failed.");
return FAILED;
}
auto data0 = ge::op::Data((ori_name + "_data0").c_str()).set_attr_index(0);
auto data1 = ge::op::Data((ori_name + "_data1").c_str()).set_attr_index(1);
bool trans;
if (op.GetAttr("trans", trans) != ge::GRAPH_SUCCESS) {
OP_LOGE(GetOpName(op).c_str(), "get attr trans failed.");
return FAILED;
}
bool is_cross;
if (op.GetAttr("is_cross", is_cross) != ge::GRAPH_SUCCESS) {
OP_LOGE(GetOpName(op).c_str(), "get attr is_cross failed.");
return FAILED;
}
std::string mode;
if (op.GetAttr("mode", mode) != ge::GRAPH_SUCCESS) {
OP_LOGE(GetOpName(op).c_str(), "get attr mode failed.");
return FAILED;
}
auto giou_op = ge::op::GIoU((ori_name + "_GIoU").c_str())
.set_input_bboxes(data0)
.set_input_gtboxes(data1)
.set_attr_trans(trans)
.set_attr_is_cross(is_cross)
.set_attr_mode(mode);
std::vector<int32_t> perm = {1, 0};
auto tensor_perm = Vec2Tensor(perm, {2}, ge::DT_INT32);
auto const_perm = ge::op::Const((ori_name + "_Const_0").c_str()).set_attr_value(tensor_perm);
auto transpose_op =
ge::op::Transpose((ori_name + "_Transpose").c_str()).set_input_x(giou_op).set_input_perm(const_perm);
std::vector<ge::Operator> inputs{data0, data1};
std::vector<std::pair<ge::Operator, std::vector<size_t>>> outputs;
outputs.emplace_back(transpose_op, std::vector<std::size_t>{0});
graph.SetInputs(inputs).SetOutputs(outputs);
return SUCCESS;
}
REGISTER_CUSTOM_OP("PartitionedCall")
.FrameworkType(ONNX)
.OriginOpType({ge::AscendString("npu::1::NPUGiou"),
ge::AscendString("ai.onnx::11::NPUGiou"),
ge::AscendString("ai.onnx::12::NPUGiou"),
ge::AscendString("ai.onnx::13::NPUGiou"),
ge::AscendString("ai.onnx::14::NPUGiou"),
ge::AscendString("ai.onnx::15::NPUGiou"),
ge::AscendString("ai.onnx::16::NPUGiou"),
ge::AscendString("ai.onnx::17::NPUGiou"),
ge::AscendString("ai.onnx::18::NPUGiou")})
.ParseParamsFn(ParseParamsNpuGiou)
.ParseOpToGraphFn(ParseOpToGraphNpuGiou)
.ImplyType(ImplyType::TVM);
}
