Create decorators.py
Browse files- decorators.py +36 -0
decorators.py
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# decorators.py
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import functools
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import torch
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import threading
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import time
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class spaces:
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@staticmethod
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def GPU(duration=0):
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def decorator(func):
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@functools.wraps(func)
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def wrapper(*args, **kwargs):
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if not torch.cuda.is_available():
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raise RuntimeError("GPU is not available.")
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result = [None]
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exception = [None]
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def target():
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try:
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result[0] = func(*args, **kwargs)
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except Exception as e:
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exception[0] = e
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thread = threading.Thread(target=target)
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thread.start()
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thread.join(duration)
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if thread.is_alive():
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raise TimeoutError(f"Function execution exceeded {duration} seconds.")
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if exception[0]:
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raise exception[0]
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return result[0]
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return wrapper
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return decorator
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