Try some different hyperparameters

[?]
Jul 5, 2021, 4:41 AM
TCMUFA6EP7LKYXDYDCG5TCNNLJ5VT4QA6CWP2Q3BXLUJEWBKZXOQC

Dependencies

  • [2] 7ML3OFE7 Model trainer: initial train and visualize thread pair (total crust mass; todo: altitude instead)
  • [3] SJHJS463 Model trainer: main function to open sdl window and launch second thread for actual training
  • [*] ZM2EMAZO Start doing python multi-module stuff properly

Change contents

  • edit in trainmodel/src/model.py at line 10
    [2.1450]
    [2.1450]
    layer = keras.layers.Dense(560, activation=tf.math.asinh)(layer)
    layer = keras.layers.Dense(560, activation=tf.math.asinh)(layer)
  • replacement in trainmodel/src/model.py at line 30
    [2.2238][2.2238:2284]()
    def on_epoch_end(self, epoch, logs=None):
    [2.2238]
    [2.2284]
    def on_train_batch_end(self, batch, logs=None):
  • replacement in trainmodel/src/__main__.py at line 11
    [2.129][2.129:239]()
    monitor.target.fit(x=training_data[0], y=training_data[1], batch_size=100, epochs=250, callbacks=monitor)
    [2.129]
    [3.128]
    monitor.target.fit(x=training_data[0], y=training_data[1], batch_size=100, epochs=5000, callbacks=monitor)