-
Notifications
You must be signed in to change notification settings - Fork 1
/
Copy pathZyTrt.h
63 lines (47 loc) · 1.45 KB
/
ZyTrt.h
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
#ifndef __TRT_H__
#define __TRT_H__
#include <iostream>
#include <string>
#include <vector>
#include <functional>
#include "utils.h"
#include "TrtBuffer.h"
#include "spdlog/spdlog.h"
class ZyTrt {
public:
ZyTrt() {};
~ZyTrt();
ZyTrt(int num_worker, const std::string &engineFile);
ZyTrt(int num_worker, const std::string &engineFile, int profileIndex, nvinfer1::Dims maxDims);
ZyTrt(int num_worker, const std::string &engineFile, int profileIndex, std::vector<nvinfer1::Dims> maxDimList);
std::function<void()> DoDynamicInferenceAsync(
const void *input, nvinfer1::Dims &inputDim,
std::vector<float *> &outputList, std::vector<nvinfer1::Dims> &outputDimList);
std::function<void()> DoInferenceAsync(
const void *input, int batch_size,
std::vector<float *> &outputList, std::vector<nvinfer1::Dims> &outputDimList);
protected:
// 构建队列
TrtBuffer *getTrtBuffer() {
TrtBuffer *buffer = nullptr;
if (isWorker) {
_bufferPool.wait_dequeue(buffer);
}
else {
buffer = trtBuffer;
}
return buffer;
}
void releaseTrtBuffer(TrtBuffer *buffer) {
if (isWorker) {
_bufferPool.enqueue(buffer);
}
}
private:
moodycamel::BlockingConcurrentQueue<TrtBuffer *> _bufferPool;
bool isWorker = false;
int numWorker = 0;
// 构建推理buffer
TrtBuffer *trtBuffer;
};
#endif // !__TRT_H__