• Created by Unknown User (davidsch), last modified on Jul 01, 2016

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Note - the code now takes an argument that must be train or predict

code: ex03_keras_summary_save.py

log file of a training run: log_of_training_ex03.output

Discuss

  • What is it training on? Is it really lasing, or some systematic bias in run?
  • Predict on different lasing run - some confidence
  • Predict on different no-lasing files
  • With batch normalization, during training, we normalize over batch with no-lasing and lasing
    • Good to test predictions on batch with only one or the other, test the saved moving average of the layers
    • Keras has option to normalize over batches during prediction also, could help regularize
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