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PropNetEstimator causes PyTorch "UserWarning: Detected call of lr_scheduler.step() before optimizer.step()" #289

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MrMois opened this issue Mar 14, 2024 · 0 comments

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@MrMois
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MrMois commented Mar 14, 2024

Hello, thanks for this awesome library!

When using the PropNetEstimator, e.g. by running the example script, pytorch throws the warning

UserWarning: Detected call of lr_scheduler.step() before optimizer.step(). In PyTorch 1.1.0 and later, you should call them in the opposite order: optimizer.step() before lr_scheduler.step(). Failure to do this will result in PyTorch skipping the first value of the learning rate schedule. See more details at https://pytorch.org/docs/stable/optim.html#how-to-adjust-learning-rate

This is probably caused by this line. It doesn't interfere with training, but I think it would be good to prevent any warnings thrown by using nerfacc as intended.

Best,
MrMois

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