tf.contrib.layers.l1_l2_regularizer(
scale_l1=1.0,
scale_l2=1.0,
scope=None
)
Defined in tensorflow/contrib/layers/python/layers/regularizers.py
.
Returns a function that can be used to apply L1 L2 regularizations.
Args:
scale_l1
: A scalar multiplierTensor
for L1 regularization.scale_l2
: A scalar multiplierTensor
for L2 regularization.scope
: An optional scope name.
Returns:
A function with signature l1_l2(weights)
that applies a weighted sum of
L1 L2 regularization.
Raises:
ValueError
: If scale is negative or if scale is not a float.