1ecc1478ecf2d3a8a8a77f5867e56a420faf94e8,sru/sru_functional.py,SRUCell,reset_parameters,#SRUCell#,294

Before Change

        self.bias.data.zero_()
        bias_val, n_out = self.highway_bias, self.n_out
        if self.bidirectional:
            self.bias.data[n_out*2:].zero_().add_(bias_val)
        else:
            self.bias.data[n_out:].zero_().add_(bias_val)

        if not self.v1:

After Change

        // initialize bias
        self.bias.data.zero_()
        bias_val, output_size = self.highway_bias, self.output_size
        self.bias.data[output_size:].zero_().add_(bias_val)

        // projection matrix as a tensor of size: 
        //    (input_size, bidirection, hidden_size, num_matrices)
        w = self.weight.data.view(d, -1, self.hidden_size, self.num_matrices)

Instances