Overview > klyn.math.nn.activations > ReLU > forward
Version 0.2.1 Overview Index Tree Deprecated
klyn.math.nn.activations.ReLU.forward
method
public override forward(inputs as NDArray<T>) as NDArray<T>
Description

Applies max(0, x) to each batch element without retaining inputs.

Parameters
ParameterDescription
inputsTensor of pre-activation values, including a batch axis.
Returns

Independent same-shaped tensor of activated values.

Throws
  • ValueException if inputs are null or have no batch/sample axes.
Example

hidden = ReLU<Float>().forward(layer.forward(batch))