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[BUG] Sporadic single linkage agglomerative clustering pytest fail #4044

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Tracked by #4139
dantegd opened this issue Jul 11, 2021 · 3 comments
Open
Tracked by #4139

[BUG] Sporadic single linkage agglomerative clustering pytest fail #4044

dantegd opened this issue Jul 11, 2021 · 3 comments
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@dantegd
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dantegd commented Jul 11, 2021

Describe the bug
Sporadic pytest failure found in #4040:

nrows = 1000, ncols = 50, nclusters = 50, k = 5, connectivity = 'pairwise'def test_single_linkage_sklearn_compare(nrows, ncols, nclusters,
                                            k, connectivity):
…
        # Cluster assignments should be exact, even though the actual
        # labels may differ
>       assert(adjusted_rand_score(cuml_agg.labels_, sk_agg.labels_) == 1.0)
E       assert 0.9779533397545083 == 1.0
E         +0.9779533397545083
E         -1.0

Link to log: https://gpuci.gpuopenanalytics.com/job/rapidsai/job/gpuci/job/cuml/job/prb/job/cuml-gpu-test/CUDA=11.2,GPU_LABEL=gpu,OS=ubuntu18.04,PYTHON=3.8/1114/testReport/junit/cuml.test/test_agglomerative/test_single_linkage_sklearn_compare_pairwise_5_50_50_1000_/

Environment details (please complete the following information):

  • Environment location: CI
  • Linux Distro/Architecture: Ubuntu 18.04
  • GPU Model/Driver: [V100 and driver 396.44]
  • CUDA: 11.2
@dantegd dantegd added bug Something isn't working ? - Needs Triage Need team to review and classify labels Jul 11, 2021
@cjnolet cjnolet self-assigned this Jul 20, 2021
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