ai-content-maker/.venv/Lib/site-packages/torch/utils/_cuda_trace.py

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2024-05-03 04:18:51 +03:00
import logging
from typing import Callable, Generic, List
from typing_extensions import ParamSpec # Python 3.10+
logger = logging.getLogger(__name__)
P = ParamSpec("P")
class CallbackRegistry(Generic[P]):
def __init__(self, name: str):
self.name = name
self.callback_list: List[Callable[P, None]] = []
def add_callback(self, cb: Callable[P, None]) -> None:
self.callback_list.append(cb)
def fire_callbacks(self, *args: P.args, **kwargs: P.kwargs) -> None:
for cb in self.callback_list:
try:
cb(*args, **kwargs)
except Exception as e:
logger.exception(
"Exception in callback for %s registered with CUDA trace", self.name
)
CUDAEventCreationCallbacks: "CallbackRegistry[int]" = CallbackRegistry(
"CUDA event creation"
)
CUDAEventDeletionCallbacks: "CallbackRegistry[int]" = CallbackRegistry(
"CUDA event deletion"
)
CUDAEventRecordCallbacks: "CallbackRegistry[int, int]" = CallbackRegistry(
"CUDA event record"
)
CUDAEventWaitCallbacks: "CallbackRegistry[int, int]" = CallbackRegistry(
"CUDA event wait"
)
CUDAMemoryAllocationCallbacks: "CallbackRegistry[int]" = CallbackRegistry(
"CUDA memory allocation"
)
CUDAMemoryDeallocationCallbacks: "CallbackRegistry[int]" = CallbackRegistry(
"CUDA memory deallocation"
)
CUDAStreamCreationCallbacks: "CallbackRegistry[int]" = CallbackRegistry(
"CUDA stream creation"
)
CUDADeviceSynchronizationCallbacks: "CallbackRegistry[[]]" = CallbackRegistry(
"CUDA device synchronization"
)
CUDAStreamSynchronizationCallbacks: "CallbackRegistry[int]" = CallbackRegistry(
"CUDA stream synchronization"
)
CUDAEventSynchronizationCallbacks: "CallbackRegistry[int]" = CallbackRegistry(
"CUDA event synchronization"
)
def register_callback_for_cuda_event_creation(cb: Callable[[int], None]) -> None:
CUDAEventCreationCallbacks.add_callback(cb)
def register_callback_for_cuda_event_deletion(cb: Callable[[int], None]) -> None:
CUDAEventDeletionCallbacks.add_callback(cb)
def register_callback_for_cuda_event_record(cb: Callable[[int, int], None]) -> None:
CUDAEventRecordCallbacks.add_callback(cb)
def register_callback_for_cuda_event_wait(cb: Callable[[int, int], None]) -> None:
CUDAEventWaitCallbacks.add_callback(cb)
def register_callback_for_cuda_memory_allocation(cb: Callable[[int], None]) -> None:
CUDAMemoryAllocationCallbacks.add_callback(cb)
def register_callback_for_cuda_memory_deallocation(cb: Callable[[int], None]) -> None:
CUDAMemoryDeallocationCallbacks.add_callback(cb)
def register_callback_for_cuda_stream_creation(cb: Callable[[int], None]) -> None:
CUDAStreamCreationCallbacks.add_callback(cb)
def register_callback_for_cuda_device_synchronization(cb: Callable[[], None]) -> None:
CUDADeviceSynchronizationCallbacks.add_callback(cb)
def register_callback_for_cuda_stream_synchronization(
cb: Callable[[int], None]
) -> None:
CUDAStreamSynchronizationCallbacks.add_callback(cb)
def register_callback_for_cuda_event_synchronization(cb: Callable[[int], None]) -> None:
CUDAEventSynchronizationCallbacks.add_callback(cb)