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TODO:

  • Implement packed padded sequence for LSTM
  • Implement save interval features
  • Reduce saving, don't save 6 times per epoch...
  • Maybe try lowering the minlen for segments?
  • Try starting from lower learning rate for pre-trained models? Or have higher decay? % didn't work
  • Try doing a MIL experiment on short segments only, to make training faster
  • Try running median filters with size 1
  • Add an ablation study with BCE
  • Contextual information?