Pass the input (and mask) through each layer in turn.

def forward(self, x, mask):
        """Pass the input (and mask) through each layer in turn."""
        all_layers = []
        for layer in self.layers:
            x = layer(x, mask)
            if self.return_all_layers:
                all_layers.append(x)

        if self.return_all_layers:
            all_layers[-1] = self.norm(all_layers[-1])
            return all_layers
        return self.norm(x)