Expand model capacity

[?]
Jul 7, 2021, 12:10 AM
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Dependencies

  • [2] 6W7MFV2F D20-based neural network architecture
  • [3] EB3DTD43 Model trainer: use ground altitude instead of crust mass distribution
  • [4] 7ML3OFE7 Model trainer: initial train and visualize thread pair (total crust mass; todo: altitude instead)

Change contents

  • replacement in trainmodel/src/model.py at line 11
    [2.376][2.376:725]()
    layer5 = keras.layers.Dense(20, activation=keras.activations.relu)(keras.layers.concatenate([layer2,layer3]))
    layer6 = keras.layers.Dense(20, activation=keras.activations.relu)(keras.layers.concatenate([layer2,layer4,layer5]))
    layer7 = keras.layers.Dense(20, activation=keras.activations.relu)(keras.layers.concatenate([layer5,layer6]))
    [2.376]
    [2.725]
    layer5 = keras.layers.Dense(88, activation=keras.activations.relu)(keras.layers.concatenate([layer2,layer3]))
    layer6 = keras.layers.Dense(88, activation=keras.activations.relu)(keras.layers.concatenate([layer2,layer4,layer5]))
    layer7 = keras.layers.Dense(88, activation=keras.activations.relu)(keras.layers.concatenate([layer5,layer6]))