tf.keras.regularizers.l2

Create a regularizer that applies an L2 regularization penalty.

Compat aliases for migration

See Migration guide for more details.

tf.keras.regularizers.l2(
    l=0.01
)

The L2 regularization penalty is computed as:

ℓ_{2} p e n a l t y = ℓ_{2} \sum_{i = 0}^{n} x_{i}^{2}

$\ell_2\,\,penalty =\ell_2\sum_{i=0}^nx_i^2$

Arguments
`l`	Float; L2 regularization factor.

Returns
An L2 Regularizer with the given regularization factor.

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Last updated 2020-10-01 UTC.

Arguments