activations

class symm_learning.nn.activations.Mish(in_type)

Mish activation function.

evaluate_output_shape(input_shape)

Compute the shape the output tensor which would be generated by this module when a tensor with shape input_shape is provided as input.

Parameters:

input_shape (tuple) – shape of the input tensor

Returns:

shape of the output tensor

export() → Mish

Exporting to a torch.nn.Mish

forward(x)

Define the computation performed at every call.

Should be overridden by all subclasses.

Note

Although the recipe for forward pass needs to be defined within this function, one should call the Module instance afterwards instead of this since the former takes care of running the registered hooks while the latter silently ignores them.