adam

fun adam(lr: Double = 0.001, beta1: Double = 0.9, beta2: Double = 0.999, epsilon: Double = 1.0E-8, weightDecay: Double = 0.0): Optimizer(source)

Creates an Adam optimizer.

Parameters

lr

Learning rate (default: 0.001)

beta1

First moment decay rate (default: 0.9)

beta2

Second moment decay rate (default: 0.999)

epsilon

Numerical stability constant (default: 1e-8)

weightDecay

Weight decay coefficient (default: 0.0)