Files
sunnypilot/openpilot/selfdrive/modeld/helpers.py
T
2026-08-05 13:51:29 -07:00

60 lines
1.8 KiB
Python

import io
import json
import pickle
import shutil
import struct
import tempfile
from pathlib import Path
from openpilot.common.file_chunker import get_manifest_path
from openpilot.common.hardware.usb import CHESTNUT_VENDOR_ID, CHESTNUT_PRODUCT_ID, USB_DEVICES_PATH
MODELS_DIR = Path(__file__).resolve().parent / 'models'
TG_INPUT_DEVICES_PATH = MODELS_DIR / 'tg_input_devices.json'
def get_tg_input_devices(process_name: str, usbgpu: bool):
with open(TG_INPUT_DEVICES_PATH) as f:
return json.load(f)[process_name]['default' if not usbgpu else 'usbgpu']
def modeld_pkl_path(usbgpu: bool):
prefix = 'big_' if usbgpu else ''
return MODELS_DIR / f'{prefix}driving_tinygrad.pkl'
def dump_oob(obj, f):
with tempfile.TemporaryFile(dir=".") as tmp:
def buffer_callback(pb: pickle.PickleBuffer):
m = pb.raw()
tmp.write(struct.pack('<q', m.nbytes))
tmp.write(m)
pb.release() # keep peak ram at ~1 buffer
stream = io.BytesIO()
pickle.Pickler(stream, protocol=5, buffer_callback=buffer_callback).dump(obj)
opcodes = stream.getvalue()
f.write(struct.pack('<q', len(opcodes)))
f.write(opcodes)
tmp.seek(0)
shutil.copyfileobj(tmp, f)
def load_oob(f):
opcodes = f.read(struct.unpack('<q', f.read(8))[0])
def buffers():
while (h := f.read(8)):
pb = pickle.PickleBuffer(bytearray(struct.unpack('<q', h)[0]))
f.readinto(pb)
yield pb
return pickle.load(io.BytesIO(opcodes), buffers=buffers())
def usbgpu_present() -> bool:
for d in USB_DEVICES_PATH.glob("*"):
try:
usb_id = (int((d / "idVendor").read_text(), 16), int((d / "idProduct").read_text(), 16))
if usb_id == (CHESTNUT_VENDOR_ID, CHESTNUT_PRODUCT_ID):
return True
except Exception:
pass
return False
def usbgpu_compiled() -> bool:
return Path(get_manifest_path(modeld_pkl_path(usbgpu=True))).is_file()