* 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 "es_showcase.h"
#include "es_If.h"
#include "utils.h"
#include <memory>
#include "ge/ge_api.h"
using namespace ge;
using namespace ge::es;
namespace es_showcase {
int RunGraph(ge::Graph &graph, const std::vector<ge::Tensor> &inputs,
const std::string &output_prefix) {
ge::Utils::PrintTensorsToFile(inputs, "input");
std::map<ge::AscendString, ge::AscendString> options;
auto *s = new (std::nothrow) ge::Session(options);
if (s == nullptr) {
std::cout << "Global session not ready" << std::endl;
delete s;
return -1;
}
static uint32_t next =0;
const uint32_t graph_id = next++;
auto ret = s->AddGraph(graph_id, graph);
if (ret != ge::SUCCESS) {
std::cout << "AddGraph failed" << std::endl;
return -1;
}
std::vector<ge::Tensor> outputs;
ret = s->RunGraph(graph_id, inputs, outputs);
if (ret != ge::SUCCESS) {
std::cout << "RunGraph failed" << std::endl;
(void)s->RemoveGraph(graph_id);
delete s;
return -1;
}
(void)s->RemoveGraph(graph_id);
ge::Utils::PrintTensorsToFile(outputs, output_prefix);
delete s;
return 0;
}
std::unique_ptr<ge::Graph> MakeIfGraphByEs() {
If算子原型注释:
REG_OP(If)
.INPUT(cond, TensorType::ALL())
.DYNAMIC_INPUT(input, TensorType::ALL())
.DYNAMIC_OUTPUT(output, TensorType::ALL())
.GRAPH(then_branch)
.GRAPH(else_branch)
.OP_END_FACTORY_REG(If)
*/
auto graph_builder = std::make_unique<EsGraphBuilder>("MakeIfGraph");
auto input = graph_builder->CreateInput(0, "input", ge::DT_FLOAT, ge::FORMAT_ND, {2});
auto cond = graph_builder->CreateInput(1, "cond", ge::DT_INT32, ge::FORMAT_ND, {});
auto then_graph_builder = std::make_unique<EsGraphBuilder>("then_branch");
auto then_input = then_graph_builder->CreateInput(0, "then_input", ge::DT_FLOAT, ge::FORMAT_ND, {2});
auto then_result = then_input * then_graph_builder->CreateScalar(2.0f);
(void) then_graph_builder->SetOutput(then_result, 0);
auto then_branch = then_graph_builder->BuildAndReset();
auto else_graph_builder = std::make_unique<EsGraphBuilder>("else_branch");
auto else_input = else_graph_builder->CreateInput(0, "else_input", ge::DT_FLOAT, ge::FORMAT_ND, {2});
auto else_result = else_input * else_graph_builder->CreateScalar(0.0f);
(void) else_graph_builder->SetOutput(else_result, 0);
auto else_branch = else_graph_builder->BuildAndReset();
std::vector<EsTensorHolder> if_inputs;
if_inputs.push_back(input);
auto if_result = If(cond, if_inputs, 1, std::move(then_branch), std::move(else_branch));
return graph_builder->BuildAndReset({if_result[0]});
}
void MakeIfGraphByEsAndDump() {
std::unique_ptr<ge::Graph> graph = MakeIfGraphByEs();
graph->DumpToFile(ge::Graph::DumpFormat::kOnnx, ge::AscendString("make_if_graph"));
}
int MakeIfGraphByEsAndRun(int32_t cond_value) {
std::unique_ptr<ge::Graph> graph = MakeIfGraphByEs();
std::vector<ge::Tensor> inputs;
std::vector<float> input_data = {1.0f, 2.0f};
inputs.push_back(*ge::Utils::StubTensor<float>(input_data, {2}));
inputs.push_back(*ge::Utils::StubTensor<int32_t>({cond_value}, {}));
return RunGraph(*graph, inputs, "If");
}
}