Maybe this is necessary after all?
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@ -37,8 +37,7 @@ class Split2d(nn.Module):
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eps = (z2 - mean) / self.exp_eps(logs)
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# This has been moved into SRFlowNet_arch.py alongside the other Z NLL losses.
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# logdet = logdet + self.get_logdet(logs, mean, z2)
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logdet = logdet + self.get_logdet(logs, mean, z2)
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# print(logs.shape, mean.shape, z2.shape)
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# self.eps = eps
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@ -57,8 +56,7 @@ class Split2d(nn.Module):
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z2 = mean + self.exp_eps(logs) * eps
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z = thops.cat_feature(z1, z2)
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# This has been moved into SRFlowNet_arch.py alongside the other Z NLL losses.
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#logdet = logdet - self.get_logdet(logs, mean, z2)
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logdet = logdet - self.get_logdet(logs, mean, z2)
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return z, logdet
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# return z, logdet, eps
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