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Support PCA dpnp implementation on dpbench #1344

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adarshyoga opened this issue Mar 20, 2023 · 0 comments · Fixed by #1383
Closed

Support PCA dpnp implementation on dpbench #1344

adarshyoga opened this issue Mar 20, 2023 · 0 comments · Fixed by #1383

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@adarshyoga
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The dpnp implementation of the PCA algorithm has several calls that are currently not supported in dpnp - dpnp.mean(axis=0), dpnp.linalg.eigh, etc. These functions need to supported in dpnp to run PCA workload in dpbench.

How to reproduce:

  1. Follow instructions to setup dpbench
  2. Run PCA - python -c "import dpbench; dpbench.run_benchmark(\"pca\")
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Add dpnp.linalg.eigh() function antonwolfy/dpnp
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@adarshyoga