PyTorchではじめるチャットボット ref: https://qiita.com/GushiSnow/items/f5ed09fd37315357eeae

file0.txt

Z^l = tanh(W^{l}_z*X^l+V^{l}_z\tilde{h}^{l}_T) \\
F^l = \sigma(W^{l}_f*X^l+V^{l}_f\tilde{h}^{l}_T) \\
O^l = \sigma(W^{l}_o*X^l+V^{l}_o\tilde{h}^{l}_T) \\

file1.txt

            c_last = c[range(len(inputs)), (input_len - 1).data, :]
            h_last = h[range(len(inputs)), (input_len - 1).data, :]
            cell_states.append(c_last)
            hidden_states.append((h_last, h))

file2.txt

            c, h = layer(h, state, memory)

file3.txt

            (conv_memory, attention_memory) = memory

            Z, F, O = self._conv_step(inputs, conv_memory)

file4.txt

        if memory is not None:
            gates = gates + self.conv_linear(memory).unsqueeze(1)

file5.txt

pytorch: {対話したい内容}