Model trainer: Make the shore focused loss function even more focused
[?]
Jul 7, 2021, 4:36 AM
XYPKZANTPK2JCOQP67TJGBEUYVGZHAPH3I233D35UFP4HXXF7RYACDependencies
- [2]
ABITXOUUModel trainer: Add provisional colouration - [3]
7ML3OFE7Model trainer: initial train and visualize thread pair (total crust mass; todo: altitude instead) - [4]
QMNTEX7PTry a loss function that has higher values for errors near sea level
Change contents
- replacement in trainmodel/src/model.py at line 29
y_true = tf.math.asinh(y_true - 0.1)y_pred = tf.math.asinh(y_pred - 0.1)y_true = tf.math.asinh((y_true - 0.1) * 5.) / 5.y_pred = tf.math.asinh((y_pred - 0.1) * 5.) / 5.