Fix code logging
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@ -147,6 +147,7 @@ class DiscreteVAE(nn.Module):
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if record_codes:
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self.codes = torch.zeros((1228800,), dtype=torch.long)
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self.code_ind = 0
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self.total_codes = 0
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self.internal_step = 0
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def norm(self, images):
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@ -163,7 +164,7 @@ class DiscreteVAE(nn.Module):
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def get_debug_values(self, step, __):
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if self.record_codes:
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# Report annealing schedule
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return {'histogram_codes': self.codes}
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return {'histogram_codes': self.codes[:self.total_codes]}
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else:
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return {}
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@ -243,6 +244,7 @@ class DiscreteVAE(nn.Module):
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self.code_ind = self.code_ind + l
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if self.code_ind >= self.codes.shape[0]:
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self.code_ind = 0
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self.total_codes += 1
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self.internal_step += 1
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