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Network improvements #14

Merged
merged 3 commits into from
Jul 1, 2022
Merged

Network improvements #14

merged 3 commits into from
Jul 1, 2022

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jwallwork23
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This PR contains various improvements for the network setup:

  • Make sure that test_and_train.py does not depend on anything Firedrake related.
  • Increase the batch size when running on GPU.
  • Use float32 on GPU and double on CPU.
  • Default to infinite patience on adapting the learning rate.
  • Default to infinite patience on early stopping.
  • Rename SimpleNet as SingleLayerFCNN.

@jwallwork23 jwallwork23 force-pushed the network-params branch 2 times, most recently from 1751765 to 8566aba Compare July 1, 2022 08:11
…2 on GPU and double on CPU -Increase lr adapt factor from 0.9 to 0.99 -Default to infinite stopping patience -Default to infinite lr adapt patience
@jwallwork23 jwallwork23 merged commit d91dfaa into main Jul 1, 2022
@jwallwork23 jwallwork23 deleted the network-params branch July 1, 2022 08:15
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