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Resolve KRR hypothesis test failure #4761

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merged 2 commits into from
May 27, 2022

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@RAMitchell RAMitchell commented May 27, 2022

On updating the hypothesis version, examples were generated with very small values. Both sklearn and cuml experience numerical instability for the cosine kernel in these cases.

I have verified that after this PR, the test passes with up to 10000 examples.

@RAMitchell RAMitchell requested a review from a team as a code owner May 27, 2022 12:10
@github-actions github-actions bot added the Cython / Python Cython or Python issue label May 27, 2022
@wphicks wphicks added bug Something isn't working non-breaking Non-breaking change labels May 27, 2022
@cjnolet cjnolet added this to PR-WIP in v22.06 Release via automation May 27, 2022
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cjnolet commented May 27, 2022

rerun tests

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cjnolet commented May 27, 2022

Can always expect the most random test failures right as we are going into a release.

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wphicks commented May 27, 2022

@gpucibot merge

@rapids-bot rapids-bot bot merged commit 6d4f522 into rapidsai:branch-22.06 May 27, 2022
v22.06 Release automation moved this from PR-WIP to Done May 27, 2022
vimarsh6739 pushed a commit to vimarsh6739/cuml that referenced this pull request Oct 9, 2023
On updating the hypothesis version, examples were generated with very small values. Both sklearn and cuml experience numerical instability for the cosine kernel in these cases.

I have verified that after this PR, the test passes with up to 10000 examples.

Authors:
  - Rory Mitchell (https://github.com/RAMitchell)

Approvers:
  - Corey J. Nolet (https://github.com/cjnolet)

URL: rapidsai#4761
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