TensorFlow 1 version
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View source on GitHub
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Layer that applies an update to the cost function based input activity.
Inherits From: Layer
tf.keras.layers.ActivityRegularization(
l1=0.0, l2=0.0, **kwargs
)
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.