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This commit is contained in:
James Betker 2021-02-05 08:43:07 -07:00
parent 6dec1f5968
commit e7be4bdff3
1 changed files with 2 additions and 2 deletions
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codes/models/switched_conv/switched_conv_hard_routing.py
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@ -185,10 +185,10 @@ class SwitchedConvHardRouting(nn.Module):
self.coupler = Conv2d(coupler_dim_in, breadth, kernel_size=1, stride=self.stride) self.coupler = Conv2d(coupler_dim_in, breadth, kernel_size=1, stride=self.stride)
elif coupler_mode == 'lambda': elif coupler_mode == 'lambda':
self.coupler = nn.Sequential(nn.Conv2d(coupler_dim_in, coupler_dim_in, 1), self.coupler = nn.Sequential(nn.Conv2d(coupler_dim_in, coupler_dim_in, 1),
nn.GroupNorm(num_groups=2, num_channels=coupler_dim_in), nn.BatchNorm2d(coupler_dim_in),
nn.ReLU(), nn.ReLU(),
LambdaLayer(dim=coupler_dim_in, dim_out=breadth, r=23, dim_k=16, heads=2, dim_u=1), LambdaLayer(dim=coupler_dim_in, dim_out=breadth, r=23, dim_k=16, heads=2, dim_u=1),
nn.GroupNorm(num_groups=1, num_channels=breadth), nn.BatchNorm2d(breadth),
nn.ReLU(), nn.ReLU(),
Conv2d(breadth, breadth, 1, stride=self.stride)) Conv2d(breadth, breadth, 1, stride=self.stride))
elif coupler_mode == 'lambda2': elif coupler_mode == 'lambda2':