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PCA benchmark: dpnp on CPU is 3 times slower than NumPy #1398

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@antonwolfy

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@antonwolfy

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

workload numpy dpnp CPU dpnp GPU size
pca 1.2 s 3.6 s 1.2 s 1048576

demonstrates dpnp execution time on CPU which is 3 times greater than one of NumPy.

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