Files
StarPilot/selfdrive/modeld/runners/__init__.py
T
Harald Schäfer f6885dcbec Revert Tinygrad (#34243)
* Revert "dmonitoringmodeld: use cl transform (#34235)"

This reverts commit 684b0b9d4d.

* Revert "load model before calling convert_fp16_to_fp32"

This reverts commit 31606a7d15.

* Revert "bump tinygrad"

This reverts commit 44f58ff758.

* Revert "Tinygrad runner (#34171)"

This reverts commit 7b5a4fbb03.

* Allow init buffer

* typo
2024-12-14 12:15:36 -08:00

28 lines
1.0 KiB
Python

import os
from openpilot.system.hardware import TICI
from openpilot.selfdrive.modeld.runners.runmodel_pyx import RunModel, Runtime
assert Runtime
USE_THNEED = int(os.getenv('USE_THNEED', str(int(TICI))))
USE_SNPE = int(os.getenv('USE_SNPE', str(int(TICI))))
class ModelRunner(RunModel):
THNEED = 'THNEED'
SNPE = 'SNPE'
ONNX = 'ONNX'
def __new__(cls, paths, *args, **kwargs):
if ModelRunner.THNEED in paths and USE_THNEED:
from openpilot.selfdrive.modeld.runners.thneedmodel_pyx import ThneedModel as Runner
runner_type = ModelRunner.THNEED
elif ModelRunner.SNPE in paths and USE_SNPE:
from openpilot.selfdrive.modeld.runners.snpemodel_pyx import SNPEModel as Runner
runner_type = ModelRunner.SNPE
elif ModelRunner.ONNX in paths:
from openpilot.selfdrive.modeld.runners.onnxmodel import ONNXModel as Runner
runner_type = ModelRunner.ONNX
else:
raise Exception("Couldn't select a model runner, make sure to pass at least one valid model path")
return Runner(str(paths[runner_type]), *args, **kwargs)