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Separate imports
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pytorch_lightning/profiler/profiler.py

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from abc import ABC, abstractmethod
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from collections import defaultdict
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from contextlib import contextmanager
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from pytorch_lightning import _logger as log
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import numpy as np
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from pytorch_lightning import _logger as log
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class BaseProfiler(ABC):
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"""

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