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[Test] Setup integration & regression tests. #25

@wangshangsam

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@wangshangsam
  • Convergence Testing: Using the existing examples. Comparing between HFTA vs. serial. Each with 5 runs, one seed per run, the compare the mean and std of the validation losses/accuracies.
  • Performance Testing: Comparing the steady-state training throughputs.

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