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Support sparse input for SVC and SVR #5273

Merged
merged 40 commits into from
Jun 1, 2023
Merged

Support sparse input for SVC and SVR #5273

merged 40 commits into from
Jun 1, 2023

Commits on Mar 15, 2023

  1. Remove caching, calc only nnz delta alpha, disable SVR test

    @tfeher @mfoerste4
    tfeher authored and mfoerste4 committed Mar 15, 2023
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  2. initial support for SVC sparse input

    @mfoerste4
    mfoerste4 committed Mar 15, 2023
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  3. added conversion check

    @mfoerste4
    mfoerste4 committed Mar 15, 2023
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  4. forward matrix from python

    @mfoerste4
    mfoerste4 committed Mar 15, 2023
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  5. extract sparse rows enable sparse kernel computation

    @mfoerste4
    mfoerste4 committed Mar 15, 2023
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  6. some cython cleanup

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    mfoerste4 committed Mar 15, 2023
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  7. cleanup memory management, allow dense extract for faster kernel comp… 

    …ute, allow ExpandedL2 distance compute when applicible
    @mfoerste4
    mfoerste4 committed Mar 15, 2023
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  8. some fixes for batched dense RBF and CSR*CSR

    @mfoerste4
    mfoerste4 committed Mar 15, 2023
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  9. allow support vectors as CSR

    @mfoerste4
    mfoerste4 committed Mar 15, 2023
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  10. moved matrix wrapper to raft -- simplified kernel API

    @mfoerste4
    mfoerste4 committed Mar 15, 2023
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  11. extract rowNorm util

    @mfoerste4
    mfoerste4 committed Mar 15, 2023
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  12. allow for python export of sparse support vectors

    @mfoerste4
    mfoerste4 committed Mar 15, 2023
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  13. some fixes after merge

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    mfoerste4 committed Mar 15, 2023
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  14. fixed SVR, adjusted tests

    @mfoerste4
    mfoerste4 committed Mar 15, 2023
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  15. remove handle from kernel and add as runtime arg, also bump copyright… 

    … year
    @mfoerste4
    mfoerste4 committed Mar 15, 2023
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Commits on Mar 27, 2023

  1. Merge branch 'rapidsai:branch-23.04' into svm_sparse_support

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    mfoerste4 authored Mar 27, 2023
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Commits on Mar 29, 2023

  1. Merge branch 'rapidsai:branch-23.04' into svm_sparse_support

    @mfoerste4
    mfoerste4 authored Mar 29, 2023
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Commits on Apr 3, 2023

  1. adapted to raft update, re-added matrix and adjust interface to mdspa… 

    …n & crs view
    @mfoerste4
    mfoerste4 committed Apr 3, 2023
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  2. add tests for all sparse x dense combinations

    @mfoerste4
    mfoerste4 committed Apr 3, 2023
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Commits on Apr 17, 2023

  1. Merge branch 'rapidsai:branch-23.06' into svm_sparse_support

    @mfoerste4
    mfoerste4 authored Apr 17, 2023
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Commits on May 3, 2023

  1. merge with 23.06

    @mfoerste4
    mfoerste4 committed May 3, 2023
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  2. moved all kernel computation to KernelCache class

    @mfoerste4
    mfoerste4 committed May 3, 2023
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Commits on May 5, 2023

  1. initial cache implementation

    @mfoerste4
    mfoerste4 committed May 5, 2023
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Commits on May 11, 2023

  1. some documentation and cleanup

    @mfoerste4
    mfoerste4 committed May 11, 2023
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Commits on May 12, 2023

  1. added KernelCache tests, fixes, cleanup

    @mfoerste4
    mfoerste4 committed May 12, 2023
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Commits on May 16, 2023

  1. added pickle test for sparse support, fixed sparse load

    @mfoerste4
    mfoerste4 committed May 16, 2023
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Commits on May 21, 2023

  1. merge 23.06

    @mfoerste4
    mfoerste4 committed May 21, 2023
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  2. Merge branch 'branch-23.06' into svm_sparse_support

    @mfoerste4
    mfoerste4 committed May 21, 2023
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Commits on May 22, 2023

  1. make BatchCache derive from raft::Cache and allow batch processing wi… 

    …th single instance of indices
    @mfoerste4
    mfoerste4 committed May 22, 2023
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  2. switch cython layer to pointer based API

    @mfoerste4
    mfoerste4 committed May 22, 2023
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Commits on May 23, 2023

  1. general review suggestions

    @mfoerste4
    mfoerste4 committed May 23, 2023
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Commits on May 25, 2023

  1. remove matrix class, switch all structures to device_matrix_view or d… 

    …evice_csr_matrix_view
    @mfoerste4
    mfoerste4 committed May 25, 2023
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Commits on May 26, 2023

  1. Merge branch 'branch-23.06' into svm_sparse_support

    @mfoerste4
    mfoerste4 authored May 26, 2023
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  2. review suggestions

    @mfoerste4
    mfoerste4 committed May 26, 2023
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  3. Merge branch 'svm_sparse_support' of github.com:mfoerste4/cuml into s… 

    …vm_sparse_support
    @mfoerste4
    mfoerste4 committed May 26, 2023
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  4. minor changes

    @mfoerste4
    mfoerste4 committed May 26, 2023
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Commits on May 30, 2023

  1. Merge branch 'branch-23.06' into svm_sparse_support

    @mfoerste4
    mfoerste4 authored May 30, 2023
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Commits on May 31, 2023

  1. extract unpack svm model to function

    @mfoerste4
    mfoerste4 committed May 31, 2023
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  2. Merge branch 'branch-23.06' into svm_sparse_support

    @mfoerste4
    mfoerste4 authored May 31, 2023
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Commits on Jun 1, 2023

  1. Merge branch 'branch-23.06' into svm_sparse_support

    @mfoerste4
    mfoerste4 authored Jun 1, 2023
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