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Revert gaussian loss changes

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This commit is contained in:
James Betker 2020-12-04 12:49:20 -07:00
parent 7da2a0d5d4
commit 7a81d4e2f4
1 changed files with 1 additions and 5 deletions
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codes/models/archs/srflow_orig/SRFlowNet_arch.py
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@ -127,11 +127,7 @@ class SRFlowNet(nn.Module):
else: else:
z = epses z = epses
logp = 0 logp = flow.GaussianDiag.logp(None, None, z)
for eps in epses:
logp = logp + flow.GaussianDiag.logp(None, None, eps)
logp_weight = opt_get(self.opt, ['networks', 'generator', 'flow', 'gaussian_loss_weight'], 1)
logp = logp * logp_weight
objective = objective + logp objective = objective + logp
nll = (-objective) / float(np.log(2.) * pixels) nll = (-objective) / float(np.log(2.) * pixels)