tf.contrib.layers.l1_l2_regularizer
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Returns a function that can be used to apply L1 L2 regularizations.
tf.contrib.layers.l1_l2_regularizer(
scale_l1=1.0, scale_l2=1.0, scope=None
)
Args |
scale_l1
|
A scalar multiplier Tensor for L1 regularization.
|
scale_l2
|
A scalar multiplier Tensor 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.
|
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Last updated 2020-10-01 UTC.
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