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gpairs benchmark: dpnp on CPU is 2.5 times slower than NumPy

Open antonwolfy opened this issue 2 years ago • 1 comments

Results from dpbench of gpairs workload (running on a laptop with 11th Gen processor and Iris Xe graphics):

workload numpy dpnp CPU dpnp GPU size
gpairs 6.6 s 15.8 s 8.6 s 8192

demonstrates dpnp execution time on CPU which is 2.5 times greater than one of NumPy.

antonwolfy avatar May 13 '23 14:05 antonwolfy

The numbers with dpnp=0.12.0:

workload numpy dpnp CPU dpnp GPU size
gpairs 5.8 s 12.3 s 8.3 s 8192

The result is faster, but still not in the target.

antonwolfy avatar Jun 19 '23 11:06 antonwolfy