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Update train.py
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@PeterL1n
PeterL1n authored Nov 4, 2021
1 parent c22b354 commit 48effc9
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2 changes: 2 additions & 0 deletions train.py
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Original file line number Diff line number Diff line change
Expand Up @@ -329,6 +329,8 @@ def init_model(self):
{'params': self.model.backbone.parameters(), 'lr': self.args.learning_rate_backbone},
{'params': self.model.aspp.parameters(), 'lr': self.args.learning_rate_aspp},
{'params': self.model.decoder.parameters(), 'lr': self.args.learning_rate_decoder},
{'params': self.model.project_mat.parameters(), 'lr': self.args.learning_rate_decoder},
{'params': self.model.project_seg.parameters(), 'lr': self.args.learning_rate_decoder},
{'params': self.model.refiner.parameters(), 'lr': self.args.learning_rate_refiner},
])
self.scaler = GradScaler()
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2 comments on commit 48effc9

@PeterL1n
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@PeterL1n PeterL1n commented on 48effc9 Nov 9, 2021 •
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This commit fixed a bug in train.py that caused training failure. Now we added model.project_mat and model.project_seg to the optimizer so that their parameters can be optimized.

Note that the training script used in our official training and paper didn't have this bug. It was only in the released script. So, our paper and pretrained models are not affected by this issue.

@Brothre23
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Thanks so much for the bug fix!
I also encountered the problem where after about 8~9 epochs, the output of the network got all black, and the loss exploded.
Hope it does not happen again.

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