openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for over 200 supported car makes and models.
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#pragma once
#include <string>
#include <vector>
#include <memory>
#include <cassert>
#include "common/clutil.h"
#include "common/swaglog.h"
#define USE_CPU_RUNTIME 0
#define USE_GPU_RUNTIME 1
#define USE_DSP_RUNTIME 2
struct ModelInput {
const std::string name;
float *buffer;
int size;
ModelInput(const std::string _name, float *_buffer, int _size) : name(_name), buffer(_buffer), size(_size) {}
virtual void setBuffer(float *_buffer, int _size) {
assert(size == _size || size == 0);
buffer = _buffer;
size = _size;
}
};
class RunModel {
public:
std::vector<std::unique_ptr<ModelInput>> inputs;
virtual ~RunModel() {}
virtual void execute() {}
virtual void* getCLBuffer(const std::string name) { return nullptr; }
virtual void addInput(const std::string name, float *buffer, int size) {
inputs.push_back(std::unique_ptr<ModelInput>(new ModelInput(name, buffer, size)));
}
virtual void setInputBuffer(const std::string name, float *buffer, int size) {
for (auto &input : inputs) {
if (name == input->name) {
input->setBuffer(buffer, size);
return;
}
}
LOGE("Tried to update input `%s` but no input with this name exists", name.c_str());
assert(false);
}
};