View source on GitHub |
Returns a function that can be used to apply L2 regularization to weights.
tf.contrib.layers.l2_regularizer(
scale, scope=None
)
Small values of L2 can help prevent overfitting the training data.
Args | |
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scale
|
A scalar multiplier Tensor . 0.0 disables the regularizer.
|
scope
|
An optional scope name. |
Returns | |
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A function with signature l2(weights) that applies L2 regularization.
|
Raises | |
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ValueError
|
If scale is negative or if scale is not a float. |