Structure a Keras Tensorboard graph

Question

When I create a simple Keras Model

model = Sequential()
model.add(Dense(10, activation=\'tanh\', input_dim=1))
model.add(Dense(1, activation=\'linear\'))
model.c         


        

Answer 1

You can create a name scope to group layers in your model using with K.name_scope('name_scope').

Example:

with K.name_scope('CustomLayer'):
  # add first layer in new scope
  x = GlobalAveragePooling2D()(x)
  # add a second fully connected layer
  x = Dense(1024, activation='relu')(x)

Thanks to https://github.com/fchollet/keras/pull/4233#issuecomment-316954784