TensorFlow 1 version | View source on GitHub |
Create a regularizer that applies an L2 regularization penalty.
tf.keras.regularizers.l2(
l=0.01
)
The L2 regularization penalty is computed as:
$$\ell_2\,\,penalty =\ell_2\sum_{i=0}^nx_i^2$$
Arguments | |
---|---|
l
|
Float; L2 regularization factor. |
Returns | |
---|---|
An L2 Regularizer with the given regularization factor. |