Activations#

Activations are non-linear functions that transform the input data into a new representation.

The following table lists the available activations:

CELU

Continuously differentiable Exponential Linear Unit (CELU) activation function.

ELU

Exponential Linear Unit (ELU) activation function.

GELU

Gaussian Error Linear Unit (GELU) activation function.

HardSigmoid

Hard Sigmoid activation function.

HardSwish

Hard Swish (HardSwish) activation function.

LeakyReLU

Leaky Rectified Linear Unit (Leaky ReLU) activation function.

LogSoftmax

Log-Softmax activation function.

Mish

Mish activation function.

PReLU

Parametric ReLU (PReLU) operation.

ReLU

Rectified Linear Unit (ReLU) activation function.

SELU

Scaled Exponential Linear Unit (SELU) activation function.

Shrink

Shrink activation function.

Sigmoid

Sigmoid activation function.

Softmax

Softmax activation function.

Softplus

Softplus activation function.

Softsign

Softsign activation function.

Swish

Swish activation function.

Threshold

Threshold activation function.