tf.keras.layers.ActivityRegularization

TensorFlow 2 version View source on GitHub

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

Inherits From: Layer

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.