* 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 "sample_dynamic_batch.h"
#include <map>
#include <vector>
int main()
{
INFO_LOG("SAMPLE start to execute.");
const std::map<ge::AscendString, ge::AscendString> options{
{"ge.graphRunMode", "0"}
};
std::unique_ptr<SampleDynamicBatch> sampleDynamicBatchPtr = nullptr;
try {
sampleDynamicBatchPtr = std::make_unique<SampleDynamicBatch>(options);
} catch (std::runtime_error &e) {
ERROR_LOG("SampleDynamicBatch creation failed");
return FAILED;
}
if (!sampleDynamicBatchPtr) {
ERROR_LOG("SampleDynamicBatch creation failed");
return FAILED;
}
const std::string modelPath = "../model/resnet50_Opset16.onnx";
auto ret = sampleDynamicBatchPtr->ParseModelAndBuildGraph(modelPath);
if (ret != SUCCESS) {
ERROR_LOG("Parse onnx model failed, model:%s", modelPath.c_str());
return FAILED;
}
INFO_LOG("Parse model %s success", modelPath.c_str());
const std::map<ge::AscendString, ge::AscendString> graph_options{
{"ge.inputShape", "x:-1,3,224,224"},
{"ge.dynamicDims", "1;2;4;8"},
{"ge.dynamicNodeType", "1"}
};
std::vector<ge::Tensor> input_tensors;
const std::initializer_list<int64_t> dims{2, 3, 224, 224};
const ge::Shape input_shape(dims);
const ge::Tensor input_tensor(ge::TensorDesc(input_shape, ge::FORMAT_NCHW, ge::DT_FLOAT));
input_tensors.push_back(input_tensor);
ret = sampleDynamicBatchPtr->CompileGraph(graph_options, input_tensors);
if (ret != SUCCESS) {
ERROR_LOG("SampleDynamicBatch compile graph failed");
return FAILED;
}
const std::vector<std::string> testFiles = {"../data/dog1_1024_683.bin","../data/dog2_1024_683.bin"};
ret = sampleDynamicBatchPtr->Process(testFiles, dims);
if (ret != SUCCESS) {
ERROR_LOG("SampleDynamicBatch process graph failed");
return FAILED;
}
sampleDynamicBatchPtr->OutputModelResult();
INFO_LOG("SAMPLE PASSED.");
return SUCCESS;
}