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NOTES.md

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NOTES

  • How to determine maximum batch size?
  • What are the indications that training is going well or badly?
  • Is there any down side to my approach with validation script?
  • How would i incorporate some hdf5 saving into my workflow?

#OVERFITTING

  • You will notice if training accuracy is much higher than validation

#T1

  • After 13 epochs accuracy stops improving
  • Accuracy is very low (0.362)
  • After 2nd epoch validation accuracy freezes at 0.3360
  • during training the accuracy seemed much higher (~80) but the summaries tell a different story