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kasperjunge/measure_function_speed.py

Created July 29, 2022 14:35
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Measure function speed 🏃‍♂️
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measure_function_speed.py
import time
import statistics
from typing import Callable, Any, Tuple
def time_function(func: Callable, func_input: Any, n_runs: int) -> Tuple[float]:
times = []
for _ in range(n_runs):
start = time.perf_counter()
func(func_input)
times.append(time.perf_counter() - start)
std = statistics.stdev(times)
mean = statistics.mean(times)
return mean, std
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