| 42 | |
| 43 | class SepConvGRU(nn.Module): |
| 44 | def __init__(self, hidden_dim=128, input_dim=192+128): |
| 45 | super(SepConvGRU, self).__init__() |
| 46 | self.convz1 = nn.Conv2d(hidden_dim+input_dim, hidden_dim, (1,5), padding=(0,2)) |
| 47 | self.convr1 = nn.Conv2d(hidden_dim+input_dim, hidden_dim, (1,5), padding=(0,2)) |
| 48 | self.convq1 = nn.Conv2d(hidden_dim+input_dim, hidden_dim, (1,5), padding=(0,2)) |
| 49 | |
| 50 | self.convz2 = nn.Conv2d(hidden_dim+input_dim, hidden_dim, (5,1), padding=(2,0)) |
| 51 | self.convr2 = nn.Conv2d(hidden_dim+input_dim, hidden_dim, (5,1), padding=(2,0)) |
| 52 | self.convq2 = nn.Conv2d(hidden_dim+input_dim, hidden_dim, (5,1), padding=(2,0)) |
| 53 | |
| 54 | |
| 55 | def forward(self, h, x): |