Files
dragonpilot/selfdrive/modeld/models/commonmodel.h
Dragonpilot Team 811fd5086f dragonpilot v2023.02.08 for EON/C2
version: dragonpilot v2023.02.08 release for EON/C2
date: 2023-02-08T05:01:31
dp-dev(priv2) beta2 commit: f770882b7f
2023-02-08 05:04:53 +00:00

48 lines
1.2 KiB
C++

#pragma once
#include <cfloat>
#include <cstdlib>
#include <memory>
#define CL_USE_DEPRECATED_OPENCL_1_2_APIS
#ifdef __APPLE__
#include <OpenCL/cl.h>
#else
#include <CL/cl.h>
#endif
#include "common/mat.h"
#include "cereal/messaging/messaging.h"
#include "selfdrive/modeld/transforms/loadyuv.h"
#include "selfdrive/modeld/transforms/transform.h"
const bool send_raw_pred = getenv("SEND_RAW_PRED") != NULL;
void softmax(const float* input, float* output, size_t len);
float sigmoid(float input);
template<class T, size_t size>
constexpr const kj::ArrayPtr<const T> to_kj_array_ptr(const std::array<T, size> &arr) {
return kj::ArrayPtr(arr.data(), arr.size());
}
class ModelFrame {
public:
ModelFrame(cl_device_id device_id, cl_context context);
~ModelFrame();
float* prepare(cl_mem yuv_cl, int width, int height, const mat3& transform, cl_mem *output);
const int MODEL_WIDTH = 512;
const int MODEL_HEIGHT = 256;
const int MODEL_FRAME_SIZE = MODEL_WIDTH * MODEL_HEIGHT * 3 / 2;
const int buf_size = MODEL_FRAME_SIZE * 2;
private:
Transform transform;
LoadYUVState loadyuv;
cl_command_queue q;
cl_mem y_cl, u_cl, v_cl, net_input_cl;
std::unique_ptr<float[]> input_frames;
};