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?