Apollo 11.0
自动驾驶开放平台
model_base.h
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4 * Licensed under the Apache License, Version 2.0 (the "License");
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16
17#pragma once
18
19#include <vector>
20#include <string>
21
22namespace apollo {
23namespace prediction {
24
25class ModelBase {
26 public:
29
36 virtual bool Init() = 0;
37
47 virtual bool Inference(const std::vector<void*>& input_buffer,
48 unsigned int input_size,
49 std::vector<void*>* output_buffer,
50 unsigned int output_size) = 0;
51
57 virtual bool LoadModel() = 0;
58
64 virtual void Destory() = 0;
65
66 std::string model_path_;
67 uint8_t init_ = 0;
68};
69
70} // namespace prediction
71} // namespace apollo
virtual bool Init()=0
parse model description class and load the model
virtual bool Inference(const std::vector< void * > &input_buffer, unsigned int input_size, std::vector< void * > *output_buffer, unsigned int output_size)=0
performing network inference
virtual void Destory()=0
free all memory requested, gpu or cpu
virtual bool LoadModel()=0
load the model from file
class register implement
Definition arena_queue.h:37