dataeval.utils.torch.models.Decoder

class dataeval.utils.torch.models.Decoder(channels)

A simple decoder to be used in an autoencoder model.

This is the decoder used by the Autoencoder model.

Parameters:
channels : int

Number of output channels

forward(x)

Perform a forward pass through the decoder.

Parameters:
x : torch.Tensor

The encoded tensor.

Returns:

The reconstructed output tensor.

Return type:

torch.Tensor