* 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 <iostream>
#include <vector>
#include <map>
#include <string>
#include <sys/time.h>
#include <unistd.h>
#include "all_ops.h"
#include "ge/ge_api.h"
#include "graph/graph.h"
#include "flow_graph/data_flow.h"
#include "node_builder.h"
using namespace ge;
using namespace dflow;
namespace {
constexpr int32_t kFeedTimeout = 3000;
constexpr int32_t kFetchTimeout = 30000;
constexpr int32_t kMillion = 1000000;
* @brief
* Build a dataflow graph by DataFlow API
* The dataflow graph contains 3 flow nodes and DAG shows as following:
* FlowData FlowData
* \ /
* \ /
* \ /
* \ /
* FlowNode0
* |
* |
* FlowOutput
*
* @return DataFlow graph
*
*/
FlowGraph BuildDataFlowGraph() {
dflow::FlowGraph flow_graph("flow_graph");
auto data0 = dflow::FlowData("Data0", 0);
auto data1 = dflow::FlowData("Data1", 1);
auto node0 = dflow::FlowNode("node0", 2, 1).SetInput(0, data0).SetInput(1, data1);
auto pp0 =
dflow::FunctionPp("func_pp0").SetCompileConfig("../config/add_func.json").SetInitParam("out_type", ge::DT_INT32);
node0.AddPp(pp0);
std::vector<FlowOperator> inputs_operator{data0, data1};
std::vector<FlowOperator> outputs_operator{node0};
flow_graph.SetInputs(inputs_operator).SetOutputs(outputs_operator);
return flow_graph;
}
}
int32_t main() {
auto flow_graph = BuildDataFlowGraph();
std::map<ge::AscendString, AscendString> config = {{"ge.exec.deviceId", "0"}, {"ge.graphRunMode", "0"}};
auto ge_ret = ge::GEInitialize(config);
if (ge_ret != ge::SUCCESS) {
std::cout << "ERROR=====GeInitialize failed.=======" << std::endl;
return ge_ret;
}
std::map<ge::AscendString, ge::AscendString> options;
std::shared_ptr<ge::Session> session = std::make_shared<ge::Session>(options);
if (session == nullptr) {
std::cout << "ERROR=======Create session failed===========" << std::endl;
ge::GEFinalize();
return ge_ret;
}
ge_ret = session->AddGraph(0, flow_graph.ToGeGraph());
if (ge_ret != ge::SUCCESS) {
std::cout << "ERROR=======Add graph failed===========" << std::endl;
ge::GEFinalize();
return ge_ret;
}
const int64_t element_num = 3;
std::vector<int64_t> shape = {element_num};
int32_t input_data[element_num] = {4, 7, 5};
ge::Tensor input_tensor;
ge::TensorDesc desc(ge::Shape(shape), ge::FORMAT_ND, ge::DT_INT32);
input_tensor.SetTensorDesc(desc);
input_tensor.SetData((uint8_t *)input_data, sizeof(int32_t) * element_num);
ge::DataFlowInfo data_flow_info;
std::vector<ge::Tensor> inputs_data = {input_tensor, input_tensor};
ge_ret = session->FeedDataFlowGraph(0, inputs_data, data_flow_info, kFeedTimeout);
if (ge_ret != ge::SUCCESS) {
std::cout << "ERROR=======Feed data failed===========" << std::endl;
ge::GEFinalize();
return ge_ret;
}
const size_t loop_num = 10;
timeval s;
timeval e;
gettimeofday(&s, nullptr);
for (size_t i = 0; i < loop_num; ++i) {
ge_ret = session->FeedDataFlowGraph(0, inputs_data, data_flow_info, kFeedTimeout);
if (ge_ret != ge::SUCCESS) {
std::cout << "ERROR=======Feed data failed===========" << std::endl;
ge::GEFinalize();
return ge_ret;
}
}
gettimeofday(&e, nullptr);
double time_cost = (e.tv_sec - s.tv_sec) * kMillion + static_cast<double>(e.tv_usec - s.tv_usec);
std::cout << "TEST-TIME:Feed data time: " << time_cost / loop_num << "us per loop" << std::endl;
std::vector<ge::Tensor> outputs_data;
ge_ret = session->FetchDataFlowGraph(0, outputs_data, data_flow_info, kFetchTimeout);
if (ge_ret != ge::SUCCESS) {
std::cout << "ERROR=======Fetch data failed===========" << std::endl;
ge::GEFinalize();
return ge_ret;
}
gettimeofday(&s, nullptr);
for (size_t i = 0; i < loop_num; ++i) {
outputs_data.clear();
ge_ret = session->FetchDataFlowGraph(0, outputs_data, data_flow_info, kFetchTimeout);
if (ge_ret != ge::SUCCESS) {
std::cout << "ERROR=======Fetch data failed===========" << std::endl;
ge::GEFinalize();
return ge_ret;
}
}
gettimeofday(&e, nullptr);
time_cost = (e.tv_sec - s.tv_sec) * kMillion + static_cast<double>(e.tv_usec - s.tv_usec);
std::cout << "TEST-TIME:Fetch data time: " << time_cost / loop_num << "us per loop" << std::endl;
std::cout << "TEST=======run case success===========" << std::endl;
ge::GEFinalize();
return 0;
}