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Replace internally developed CSR GEMM with a call to MKL #2808

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Replace internally developed CSR GEMM with a call to MKL #2808

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@Vika-F Vika-F commented May 31, 2024 •
edited

  • internally developed GEMM was removed
  • call to MKL's sparse GEMM was added into clusters assignment step in sparse K-means (see assign_clusters kernel)
  • incorrect use of communicator was removed
  • Sparse method was aligned with dense method. Now both methods give the same results on the same input data passed in sparse and dense layout respectively

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Vika-F commented Jun 28, 2024

/azp run CI

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Pipelines were unable to run due to time out waiting for the pull request to finish merging.

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Vika-F commented Jul 2, 2024

/intelci: run

@Vika-F Vika-F marked this pull request as ready for review July 2, 2024 12:16
@Vika-F Vika-F added the dpc++ Issue/PR related to DPC++ functionality label Jul 2, 2024
@Vika-F Vika-F requested review from md-shafiul-alam and removed request for samir-nasibli and Alexsandruss July 2, 2024 12:17
Alexandr-Solovev
Alexandr-Solovev reviewed Jul 3, 2024
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cpp/oneapi/dal/algo/kmeans/backend/gpu/empty_cluster_handling.hpp Outdated Show resolved Hide resolved
cpp/oneapi/dal/algo/kmeans/backend/gpu/empty_cluster_handling_dpc.cpp Outdated Show resolved Hide resolved
cpp/oneapi/dal/algo/kmeans/backend/gpu/empty_cluster_handling_dpc.cpp Outdated Show resolved Hide resolved
cpp/oneapi/dal/algo/kmeans/backend/gpu/empty_cluster_handling_dpc.cpp Outdated Show resolved Hide resolved
cpp/oneapi/dal/algo/kmeans/backend/gpu/empty_cluster_handling_dpc.cpp Outdated Show resolved Hide resolved
cpp/oneapi/dal/algo/kmeans/backend/gpu/kernels_csr_impl.hpp Outdated Show resolved Hide resolved
cpp/oneapi/dal/algo/kmeans/backend/gpu/infer_kernel_dpc.cpp Outdated Show resolved Hide resolved
cpp/oneapi/dal/algo/kmeans/backend/gpu/kernels_csr_impl.hpp Show resolved Hide resolved
cpp/oneapi/dal/algo/kmeans/backend/gpu/train_kernel_lloyd_csr_dpc.cpp Show resolved Hide resolved
cpp/oneapi/dal/algo/kmeans/backend/gpu/kernels_csr_impl.hpp Outdated Show resolved Hide resolved
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Vika-F commented Jul 4, 2024

/intelci: run

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Vika-F commented Jul 4, 2024

/intelci: run

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Vika-F commented Jul 5, 2024 •
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Re-run pre-commit: http://intel-ci.intel.com/ef3aa431-06ee-f183-af2d-a4bf010d0e2e

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Vika-F commented Jul 15, 2024

/intelci: run

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Vika-F commented Aug 14, 2024

/intelci: run

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@Alexandr-Solovev Alexandr-Solovev Alexandr-Solovev approved these changes

@md-shafiul-alam md-shafiul-alam Awaiting requested review from md-shafiul-alam

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