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Implement a Fourier feature neural network codec #11

Merged
merged 29 commits into from
Dec 11, 2024
Merged

Implement a Fourier feature neural network codec #11

merged 29 commits into from
Dec 11, 2024

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juntyr
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@juntyr juntyr commented Nov 28, 2024 •
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  • add support for mini-batching
  • add back the batch norms
  • make encoding (training) fully reproducible with a provided random seed
  • restore the epoch with the lowest loss, this is literally all we care about
  • log MAE, RMSE, and Linf in input space (so multiplied by stdv), in addition to the loss
  • add tests for the codec config and schema

juntyr added 19 commits December 2, 2024 08:22
@juntyr juntyr merged commit 9acf23c into main Dec 11, 2024
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@juntyr juntyr deleted the fourier-network branch December 11, 2024 07:54
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