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v0.0.1.dev4

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@nmichlo nmichlo released this 27 Feb 17:27
· 1097 commits to main since this release

cfg

  • renamed loss_rediction mode batch_mean to mean_sum
  • changed default loss_reduction mode to mean
  • changed default beta to match new loss_reduction mode

flatness metric

  • added average angle along traversals
  • simplified greatly

reconstruction loss

  • more reconstruction losses based off of distributions
    • bernoulli
    • continuous_bernoulli
    • normal

shedules

  • new schedules:
    • NoopSchedule: does absolutely nothing!
    • CosineWaveSchedule: smooth cosine wave
  • Adjusted arguments of most schedules

bugs

  • fixed various runtime bugs
    • logging crash for W&B
    • disabled checkpointing in trainer
    • flatness metric did not support axis size < 2