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