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Returns a function that can be used to apply L1 L2 regularizations.

scale_l1 A scalar multiplier Tensor for L1 regularization.
scale_l2 A scalar multiplier Tensor for L2 regularization.
scope An optional scope name.

A function with signature l1_l2(weights) that applies a weighted sum of L1 L2 regularization.

ValueError If scale is negative or if scale is not a float.