* 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 std;
using namespace ge;
using ge::Operator;
namespace {
constexpr int64_t DIGIT_TWO = 2;
}
namespace domi {
static Status ParseParamsTrilu(const Message* op_src, ge::Operator& op_dest)
{
const ge::onnx::NodeProto* node = reinterpret_cast<const ge::onnx::NodeProto*>(op_src);
if (node == nullptr) {
OP_LOGE(GetOpName(op_dest).c_str(), "Dynamic cast op_src to NodeProto failed.");
return FAILED;
}
int upper = 1;
for (const auto& attr : node->attribute()) {
if (attr.name() == "upper" && attr.type() == ge::onnx::AttributeProto::INT) {
upper = attr.i();
}
}
int node_input_size = node->input_size();
if (!(node_input_size == 1 || node_input_size == DIGIT_TWO)) {
OP_LOGE(GetOpName(op_dest).c_str(), "now only support one or two input");
}
op_dest.SetAttr("name", node->name());
op_dest.SetAttr("upper", upper);
op_dest.SetAttr("original_type", "ai.onnx::14::Trilu");
op_dest.DynamicInputRegister("x", node_input_size);
op_dest.DynamicOutputRegister("y", 1);
return SUCCESS;
}
static Status ParseOpToGraphTrilu(const ge::Operator& op_dest, ge::Graph& graph)
{
std::string ori_name;
if (op_dest.GetAttr("name", ori_name) != SUCCESS) {
OP_LOGE(GetOpName(op_dest).c_str(), "get name from op_dest failed.");
return FAILED;
}
auto input_node_num = op_dest.GetInputsSize();
int upper = 1;
op_dest.GetAttr("upper", upper);
ge::Operator trilu;
if (input_node_num == 1) {
auto data0 = op::Data((ori_name + "_data0").c_str()).set_attr_index(0);
trilu = op::Trilu(ori_name.c_str()).set_input_x(data0).set_attr_upper(upper);
std::vector<Operator> inputs{data0};
std::vector<std::pair<Operator, std::vector<size_t>>> output_indexs;
output_indexs.emplace_back(trilu, vector<std::size_t>{0});
graph.SetInputs(inputs).SetOutputs(output_indexs);
} else if (input_node_num == DIGIT_TWO) {
auto data0 = op::Data((ori_name + "_data0").c_str()).set_attr_index(0);
auto data1 = op::Data((ori_name + "_data1").c_str()).set_attr_index(1);
trilu = op::Trilu(ori_name.c_str()).set_input_x(data0).set_input_k(data1).set_attr_upper(upper);
std::vector<Operator> inputs{data0, data1};
std::vector<std::pair<Operator, std::vector<size_t>>> output_indexs;
output_indexs.emplace_back(trilu, vector<std::size_t>{0});
graph.SetInputs(inputs).SetOutputs(output_indexs);
} else {
OP_LOGE(GetOpName(op_dest).c_str(), "input node number can only be 1 or 2.");
return FAILED;
}
return SUCCESS;
}
REGISTER_CUSTOM_OP("PartitionedCall")
.FrameworkType(ONNX)
.OriginOpType({ge::AscendString("ai.onnx::14::Trilu"),
ge::AscendString("ai.onnx::15::Trilu"),
ge::AscendString("ai.onnx::16::Trilu"),
ge::AscendString("ai.onnx::17::Trilu"),
ge::AscendString("ai.onnx::18::Trilu")})
.ParseParamsFn(ParseParamsTrilu)
.ParseOpToGraphFn(ParseOpToGraphTrilu)
.ImplyType(ImplyType::TVM);
}