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Remove unused out_balancer member
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@ -999,12 +999,6 @@ class Conv2dSubsampling(nn.Module):
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out_height = (((in_channels - 1) // 2 - 1) // 2)
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self.out = ScaledLinear(out_height * layer3_channels, out_channels)
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# constrain median of output to be close to zero.
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self.out_balancer = ActivationBalancer(
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out_channels,
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channel_dim=-1, min_positive=0.45, max_positive=0.55
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)
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def forward(self, x: torch.Tensor) -> torch.Tensor:
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"""Subsample x.
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