L1

class L1(value: Float) : L2L1
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A regularizer that applies a L1 regularization penalty.

The L1 regularization penalty is computed as:

``loss = l1 * reduceSum(abs(x))``

Constructors

L1
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fun L1(value: Float = DEFAULT_PENALTY)
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Functions

apply
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open override fun apply(tf: Ops, input: Operand<Float>): Operand<Float>
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Applies regularization to the input.

Properties

l1
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val l1: Float
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Value of L1 regularization penalty. Could be calculated during graph computations.

l2
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val l2: Float
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Value of L2 regularization penalty. Could be calculated during graph computations.