Files
StarPilot/selfdrive/modeld/models/commonmodel.h
T
Mitchell Goff da952e9b64 Replace ThneedModel with TinygradModel (#33532)
* squash

* bump tg

* bump tg

* debump tinygrad

* bump tinygrad

* bump tg

* Skip init iteration

* fixes

* cleanups

* skip first test sample

* typos

* linter unhappy

* update cpu usage

* OPENCL just zeros for now

* imports

* Try printing

* Runs again, but slower

* unused import

* Allow more buffer with tg and all on gpu

* bump tinygrad

---------

Co-authored-by: Adeeb Shihadeh <adeebshihadeh@gmail.com>
Co-authored-by: Bruce Wayne <harald.the.engineer@gmail.com>
2024-11-11 13:32:21 -08:00

40 lines
1.0 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 "selfdrive/modeld/transforms/loadyuv.h"
#include "selfdrive/modeld/transforms/transform.h"
class ModelFrame {
public:
ModelFrame(cl_device_id device_id, cl_context context);
~ModelFrame();
cl_mem* prepare(cl_mem yuv_cl, int width, int height, int frame_stride, int frame_uv_offset, const mat3& transform);
uint8_t* buffer_from_cl(cl_mem *in_frames);
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;
const size_t frame_size_bytes = MODEL_FRAME_SIZE * sizeof(uint8_t);
private:
Transform transform;
LoadYUVState loadyuv;
cl_command_queue q;
cl_mem y_cl, u_cl, v_cl, img_buffer_20hz_cl, last_img_cl, input_frames_cl;
cl_buffer_region region;
std::unique_ptr<uint8_t[]> input_frames;
};