Created
May 14, 2023 19:55
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Power is only marginally slower in unnested loop
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from numba import njit, prange | |
import numpy as np | |
from time import time | |
import math | |
@njit(parallel=False) | |
def foo(m): | |
pos = np.empty_like(m) | |
for i in prange(len(m)): | |
# pos[i] = m[i] | |
# 0.42354917526245117 | |
# 0.0394282341003418 | |
pos[i] = m[i] ** (-1.5) | |
# 0.5008852481842041 | |
# 0.1034078598022461 | |
return pos | |
N = 10000000 | |
m = np.random.uniform(10, 100, N) | |
t1 = time() | |
pos = foo(m) | |
t2 = time() | |
print(t2-t1) | |
t1 = time() | |
pos = foo(m) | |
t2 = time() | |
print(t2-t1) |
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