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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