Loosen atol for melscale batch test for Windows #2305
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The `transforms.batch_consistency_test.TestTransforms` test is failing for Windows. https://app.circleci.com/pipelines/github/pytorch/audio/10093/workflows/bbe003c4-3dfa-4729-a3e1-c942ab1243d4/jobs/594272 ``` > self.assertEqual(items_result, batch_result, rtol=rtol, atol=atol) E AssertionError: Tensor-likes are not close! E E Mismatched elements: 28 / 196608 (0.0%) E Greatest absolute difference: 2.0023435354232788e-07 at index (1, 1, 127, 100) (up to 1e-08 allowed) E Greatest relative difference: 0.0005069057444598896 at index (0, 0, 114, 129) (up to 1e-05 allowed) ``` The value of atol==1e-08 seems very strict but all the other batch consistency tests are passing. The violation is for very small number of samples, which looks suspicious, but I think it is okay to reduce it to `1e-06` for Windows. `1e-06` is still more strict than the majority of the comparison tests we have.
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hwangjeff
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Summary: The `transforms.batch_consistency_test.TestTransforms` test is failing for Windows. https://app.circleci.com/pipelines/github/pytorch/audio/10093/workflows/bbe003c4-3dfa-4729-a3e1-c942ab1243d4/jobs/594272 ``` > self.assertEqual(items_result, batch_result, rtol=rtol, atol=atol) E AssertionError: Tensor-likes are not close! E E Mismatched elements: 28 / 196608 (0.0%) E Greatest absolute difference: 2.0023435354232788e-07 at index (1, 1, 127, 100) (up to 1e-08 allowed) E Greatest relative difference: 0.0005069057444598896 at index (0, 0, 114, 129) (up to 1e-05 allowed) ``` The value of atol==1e-08 seems very strict but all the other batch consistency tests are passing. The violation is for very small number of samples, which looks suspicious, but I think it is okay to reduce it to `1e-06` for Windows. `1e-06` is still more strict than the majority of the comparison tests we have. Pull Request resolved: pytorch#2305 Reviewed By: hwangjeff Differential Revision: D35298056 Pulled By: mthrok fbshipit-source-id: a7d20f408c16cff7d363f4a9462c64e19d1c99f7
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The
transforms.batch_consistency_test.TestTransformstest is failing for Windows.https://app.circleci.com/pipelines/github/pytorch/audio/10093/workflows/bbe003c4-3dfa-4729-a3e1-c942ab1243d4/jobs/594272
The value of atol==1e-08 seems very strict but all the other batch
consistency tests are passing.
The violation is for very small number of samples, which looks
suspicious, but I think it is okay to reduce it to
1e-06for Windows.1e-06is still more strict than the majority of the comparison tests we have.