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