Numpy vs Cupy

numpy-vs-cupy.py

import cupy
import numpy
import time

cupy.cuda.set_allocator(cupy.cuda.MemoryPool().malloc)

n = numpy.random.rand(1000, 1000)
c = cupy.array(numpy.random.rand(1000, 1000))

n_add = numpy.random.rand(1000, 1000)
c_add = cupy.array(numpy.random.rand(1000, 1000))

TRY = 10000

# numpy
starttime = time.time()
for i in range(TRY):
    n + n_add
endtime = time.time()
n_interval = endtime - starttime
print("CPU: {}".format(n_interval))

# cupy
starttime = time.time()
for i in range(TRY):
    c + c_add
endtime = time.time()
c_interval = endtime - starttime
print("GPU: {}".format(c_interval))

requirements.txt

cupy==1.0.0b1
numpy==1.11.3

Would be great if you post the results as well! Thanks :)