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@chcwww chcwww commented May 31, 2025

What does this PR do?

This PR replaces multi-core LIBLINEAR with python-level parallelism for OVR training, showing a 3–10× speedup. (for details, please check this file)

Test CLI & API (bash tests/autotest.sh)

Test APIs used by main.py.

  • Test Pass
    • (Copy and paste the last outputted line here.)
  • Not Applicable (i.e., the PR does not include API changes.)

Check API Document

If any new APIs are added, please check if the description of the APIs is added to API document.

  • API document is updated (linear, nn)
  • Not Applicable (i.e., the PR does not include API changes.)

Test quickstart & API (bash tests/docs/test_changed_document.sh)

If any APIs in quickstarts or tutorials are modified, please run this test to check if the current examples can run correctly after the modified APIs are released.

@chcwww chcwww self-assigned this May 31, 2025
@chcwww chcwww requested a review from cjlin1 as a code owner May 31, 2025 07:50
@chcwww chcwww added the enhancement New feature or request label May 31, 2025
@chcwww chcwww requested a review from a team as a code owner May 31, 2025 07:50
@will945945945 will945945945 merged commit c033a52 into ntumlgroup:master Aug 31, 2025
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