mirror of
https://github.com/infiniteCable2/openpilot.git
synced 2026-09-11 02:33:41 +08:00
@@ -7,7 +7,7 @@ from openpilot.common.file_chunker import chunk_file, get_chunk_targets, get_exi
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from openpilot.common.transformations.camera import _ar_ox_fisheye, _os_fisheye
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from openpilot.common.transformations.model import MEDMODEL_INPUT_SIZE, DM_INPUT_SIZE
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from openpilot.selfdrive.modeld.constants import ModelConstants
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from openpilot.selfdrive.modeld.helpers import TG_INPUT_DEVICES_PATH, usbgpu_present, modeld_pkl_path
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from openpilot.selfdrive.modeld.helpers import TG_INPUT_DEVICES_PATH, chestnut_present, modeld_pkl_path
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CAMERA_CONFIGS = [
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@@ -36,18 +36,18 @@ else:
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tg_devices = { # which device to put jit inputs to at runtime
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'openpilot.selfdrive.modeld.modeld': {
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'default': {'WARP_DEV': tg_backend, 'QUEUE_DEV': tg_backend},
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'usbgpu': {'WARP_DEV': tg_backend, 'QUEUE_DEV': 'AMD'}
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'chestnut': {'WARP_DEV': tg_backend, 'QUEUE_DEV': 'AMD'}
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},
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'openpilot.selfdrive.modeld.dmonitoringmodeld': {
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'default': {'DEV': tg_backend}
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},
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}
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USBGPU = usbgpu_present()
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if USBGPU:
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usbgpu_tg_flags = f'DEBUG=2 DEV=USB+AMD:LLVM WARP_DEV={tg_backend} FLOAT16=1 JIT_BATCH_SIZE=0 GMMU=0 TC_OPT=2'
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CHESTNUT = chestnut_present()
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if CHESTNUT:
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chestnut_tg_flags = f'DEBUG=2 DEV=USB+AMD:LLVM WARP_DEV={tg_backend} FLOAT16=1 JIT_BATCH_SIZE=0 GMMU=0 TC_OPT=2'
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# the USB+AMD GPU takes an exclusive flock; serialize all targets that touch it
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usbgpu_lock = File("models/.usb_gpu.lock").abspath
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chestnut_lock = File("models/.chestnut.lock").abspath
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def write_tg_devices(target, source, env):
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with open(str(target[0]), "w") as f:
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@@ -73,10 +73,10 @@ compile_modeld_script = [
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model_w, model_h = MEDMODEL_INPUT_SIZE
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frame_skip = ModelConstants.MODEL_RUN_FREQ // ModelConstants.MODEL_CONTEXT_FREQ
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for usbgpu in [False, True] if USBGPU else [False]:
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target_pkl_path = File(modeld_pkl_path(usbgpu)).abspath
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# BIG_INTO_SMALL=1 builds the default target from the big model, e.g. to test it without a USB GPU
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file_prefix, cmd_flags = ('big_', usbgpu_tg_flags) if usbgpu else ('big_' if os.getenv('BIG_INTO_SMALL') else '', tg_flags)
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for chestnut in [False, True] if CHESTNUT else [False]:
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target_pkl_path = File(modeld_pkl_path(chestnut)).abspath
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# BIG_INTO_SMALL=1 builds the default target from the big model, e.g. to test it without a chestnut
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file_prefix, cmd_flags = ('big_', chestnut_tg_flags) if chestnut else ('big_' if os.getenv('BIG_INTO_SMALL') else '', tg_flags)
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driving_onnx_deps = get_existing_chunks(File(f"models/{file_prefix}driving_supercombo.onnx").abspath)
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camera_res_args = ' '.join(f'{cw}x{ch}' for cw, ch in CAMERA_CONFIGS)
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# CPU 7 is isolated with isolcpus on AGNOS, so explicitly pin the compiler to it.
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@@ -103,14 +103,14 @@ for usbgpu in [False, True] if USBGPU else [False]:
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chunk_file(pkl, chunks)
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def do_chunk(target, source, env, pkl=target_pkl_path, chunks=chunk_targets):
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chunk_file(pkl, chunks)
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actions = Action(do_compile, " [USBGPU] $TARGET") if usbgpu else [cmd, Action(do_chunk, " [CHUNK] $TARGET")]
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actions = Action(do_compile, " [CHESTNUT] $TARGET") if chestnut else [cmd, Action(do_chunk, " [CHUNK] $TARGET")]
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node = lenv.Command(
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chunk_targets,
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tinygrad_files + compile_modeld_script + driving_onnx_deps + [Value(chunk_targets), chunker_file],
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actions,
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)
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if usbgpu:
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lenv.SideEffect(usbgpu_lock, node)
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if chestnut:
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lenv.SideEffect(chestnut_lock, node)
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# get model metadata
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fn = File(f"models/dmonitoring_model").abspath
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