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[fbsync] Integration of TrivialAugment with the current AutoAugment C…
…ode (#4221) Summary: * Initial Proposal * Tensor Save Test + Test Name Fix * Formatting + removing unused argument * fix old argument * fix isnan check error + indexing error with jit * Fix Flake8 error. * Fix MyPy error. * Fix Flake8 error. * Fix PyTorch JIT error in UnitTests due to type annotation. * Fixing tests. * Removing type ignore. * Adding support of ta_wide in references. * Move methods in classes. * Moving new classes to the bottom. * Specialize to TA to TAwide * Add missing type * Fixing lint * Fix doc * Fix search space of TrivialAugment. Reviewed By: fmassa Differential Revision: D30793337 fbshipit-source-id: 01ffd0268c10beb7d96017ad9490d3d5c9238810 Co-authored-by: Vasilis Vryniotis <datumbox@users.noreply.github.com> Co-authored-by: Vasilis Vryniotis <vvryniotis@fb.com>
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