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CoinCheung authored 2022-10-07 11:16 +08:00 . add int8 inference for trt-cpp (#272)
#ifndef _TRT_DEP_HPP_
#define _TRT_DEP_HPP_
#include "NvInfer.h"
#include "NvOnnxParser.h"
#include "NvInferPlugin.h"
#include <cuda_runtime_api.h>
#include <iostream>
#include <string>
#include <vector>
#include <memory>
using std::string;
using std::vector;
using std::cout;
using std::endl;
using nvinfer1::ICudaEngine;
using nvinfer1::ILogger;
using Severity = nvinfer1::ILogger::Severity;
class Logger: public ILogger {
public:
void log(Severity severity, const char* msg) noexcept override {
if (severity != Severity::kINFO) {
std::cout << msg << std::endl;
}
}
};
struct TrtDeleter {
template <typename T>
void operator()(T* obj) const {
delete obj;
}
};
struct CudaStreamDeleter {
void operator()(cudaStream_t* stream) const {
cudaStreamDestroy(*stream);
}
};
template <typename T>
using TrtUnqPtr = std::unique_ptr<T, TrtDeleter>;
using CudaStreamUnqPtr = std::unique_ptr<cudaStream_t, CudaStreamDeleter>;
using TrtSharedEnginePtr = std::shared_ptr<ICudaEngine>;
extern Logger gLogger;
TrtSharedEnginePtr shared_engine_ptr(ICudaEngine* ptr);
TrtSharedEnginePtr parse_to_engine(string onnx_path, string quant,
string data_root, string data_file);
void serialize(TrtSharedEnginePtr engine, string save_path);
TrtSharedEnginePtr deserialize(string serpth);
vector<int> infer_with_engine(TrtSharedEnginePtr engine, vector<float>& data);
void test_fps_with_engine(TrtSharedEnginePtr engine);
#endif
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