ยป Keras API reference / Layers API / Regularization layers / ActivityRegularization layer

ActivityRegularization layer

ActivityRegularization class

tf.keras.layers.ActivityRegularization(l1=0.0, l2=0.0, **kwargs)

Layer that applies an update to the cost function based input activity.

Arguments

  • l1: L1 regularization factor (positive float).
  • l2: L2 regularization factor (positive float).

Input shape

Arbitrary. Use the keyword argument input_shape (tuple of integers, does not include the samples axis) when using this layer as the first layer in a model.

Output shape

Same shape as input.