Source code for nvflare.utils.decorators

# Copyright (c) 2023, NVIDIA CORPORATION.  All rights reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
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#     http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applicable law or agreed to in writing, software
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import functools
import timeit


[docs]def collect_time(func): @functools.wraps(func) def wrapper(*args, **kwargs): if "reset" in kwargs and kwargs["reset"]: wrapper.time_taken = 0 wrapper.count = 0 else: start = timeit.default_timer() result = func(*args, **kwargs) wrapper.time_taken += (timeit.default_timer() - start) * 1000.0 wrapper.count += 1 return result wrapper.time_taken = 0 wrapper.count = 0 return wrapper
[docs]def measure_time(func): @functools.wraps(func) def wrapper(*args, **kwargs): start = timeit.default_timer() result = func(*args, **kwargs) duration = (timeit.default_timer() - start) * 1000.0 wrapper.time_taken = duration return result return wrapper