def forward(self, sequence):
        """ Forward propagate batch of sequences through the network, without accounting for the state """
        data = self.input_block(sequence)

        for idx in range(len(self.recurrent_layers)):
            data, _ = self.recurrent_layers[idx](data)

            if self.dropout_layers:
                data = self.dropout_layers[idx](data)

        data = self.output_layer(data)

        return self.output_activation(data)
def forward ( self , sequence ) : data = self . input_block ( sequence ) for idx in range ( len ( self . recurrent_layers ) ) : data , _ = self . recurrent_layers [ idx ] ( data ) if self . dropout_layers : data = self . dropout_layers [ idx ] ( data ) data = self . output_layer ( data ) return self . output_activation ( data )
Forward propagate batch of sequences through the network, without accounting for the state