Profile numpy version onliner array 180

gistfile1.txt

import numpy as np
from shining_software.utilities.profiling_utils import profiler

print(np.__version__)

with profiler(enable=True):
    size = 180
    for i in range(1000000):
        np.amax(np.empty((size, size)))


'''

print(np.__version__)

with profiler(enable=True):
    size = 180
    for i in range(1000000):
        np.amax(np.empty((size, size)))
        

numpy 11
         6000004 function calls in 11.622 seconds

   Ordered by: internal time

   ncalls  tottime  percall  cumtime  percall filename:lineno(function)
  1000000    9.338    0.000    9.338    0.000 {method 'reduce' of 'numpy.ufunc' objects}
  1000000    0.891    0.000   10.663    0.000 fromnumeric.py:69(_wrapreduction)
  1000000    0.630    0.000   11.293    0.000 fromnumeric.py:2397(amax)
  1000000    0.313    0.000    0.313    0.000 fromnumeric.py:70(<dictcomp>)
  1000000    0.310    0.000    0.310    0.000 {numpy.empty}
  1000000    0.121    0.000    0.121    0.000 {method 'items' of 'dict' objects}
        1    0.019    0.019    0.019    0.019 {range}


numpy 16
         4000004 function calls in 9.674 seconds

   Ordered by: internal time

   ncalls  tottime  percall  cumtime  percall filename:lineno(function)
  1000000    8.639    0.000    8.639    0.000 {method 'reduce' of 'numpy.ufunc' objects}
  1000000    0.466    0.000    9.341    0.000 fromnumeric.py:2180(amax)
  1000000    0.309    0.000    0.309    0.000 {numpy.core.multiarray.empty}
  1000000    0.235    0.000    8.875    0.000 _methods.py:25(_amax)
        1    0.025    0.025    0.025    0.025 {range}
        
'''