AlexNet/test.py
Laurent El Shafey 9fdd561586 Initial commit
2024-12-10 08:56:11 -08:00

32 lines
960 B
Python
Executable file

import sys
import re
def binary_sum(arr):
if len(arr) == 1:
return arr[0]
mid = len(arr) / 2
sum_left = binary_sum(arr[:mid])
sum_right = binary_sum(arr[mid:])
return [a + b for a,b in zip(sum_left, sum_right)]
def test(path):
p = re.compile(r'^batch \d+:.*\[((?:[\d\.]+(?:, )?)+)\]}, (\d+)\)\s*$')
sums = []
sums2 = []
ncases = 0
with open(path) as f:
for line in f:
m = p.match(line)
if m:
vals = m.group(1).split(',')
if len(sums) == 0: sums = [0] * len(vals)
sums = [s + float(v) for s,v in zip(sums, vals)]
sums2 += [[float(v) for v in vals]]
ncases += int(m.group(2))
return [s/ncases for s in sums], [s/ncases for s in binary_sum(sums2)], ncases
if __name__ == "__main__":
errs, errs2, ncases = test(sys.argv[1])
print errs
print errs2
print "--- %d cases" % ncases