Expand model capacity
[?]
Jul 7, 2021, 12:10 AM
F5KOGCLKVVXQ25AM3CMUXL35CA53IFIGVUPUCMUEWAZRYDJN2CRQCDependencies
- [2]
6W7MFV2FD20-based neural network architecture - [3]
EB3DTD43Model trainer: use ground altitude instead of crust mass distribution - [4]
7ML3OFE7Model trainer: initial train and visualize thread pair (total crust mass; todo: altitude instead)
Change contents
- replacement in trainmodel/src/model.py at line 11
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]))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]))