e3x.nn.activations.relu6
- e3x.nn.activations.relu6(x)[source]
Rectified Linear Unit 6 activation function.
Computes the gated linear activation with:
\[\mathrm{gate}(x) = \min\left(\max(\mathrm{sgn}\ x, 0), \frac{6}{x}\right)\]For scalar inputs, this is equivalent to:
\[\mathrm{relu6}(x) = \min(\max(x, 0), 6)\]
- Parameters:
x (
Union[Float[Array, '... 1 (max_degree+1)**2 num_features'], Float[Array, '... 2 (max_degree+1)**2 num_features']]) – Input features to which the nonlinearity is applied.- Return type:
- Returns:
The result of applying the nonlinearity to the input features.