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test_optimizer.test_nadam has fixed seed that can mask flakiness #11736

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szha opened this issue Jul 13, 2018 · 2 comments
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test_optimizer.test_nadam has fixed seed that can mask flakiness #11736

szha opened this issue Jul 13, 2018 · 2 comments
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Flaky Test

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@szha
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szha commented Jul 13, 2018

The unit test in title have been using fixed seed to mask flakiness. Suggested action:

  1. Evaluate whether the test is flaky without fixed seed. If not, remove seed. Else move to 2
  2. If test is flaky, determine whether it's an actual uncaught edge case. If so, fix the operator. Else move to 3
  3. If numerical instability is inevitable, adjust tolerance level appropriately.
@apeforest
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@szha Thanks for filing this issue. We will investigate these Flaky tests.

@apeforest
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Thannks for filing this issue. We will investigate this Flaky test

@access2rohit access2rohit mentioned this issue Aug 14, 2018
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@szha @sandeep-krishnamurthy @apeforest