报错解决：UserWarning: Detected call of `lr_scheduler.step()` before `optimizer.step()`.

训练HGNN报错：

 

 

 报错内容：

/root/miniconda3/lib/python3.8/site-packages/torch/optim/lr_scheduler.py:131: 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
warnings.warn("Detected call of `lr_scheduler.step()` before `optimizer.step()`. "

根据报错提示修改：

 

 

 参考pytorch遇到的坑(1) UserWarning: Detected call of `lr_scheduler.step()` before `optimizer.step()`. In PyT(you gotta go there to come back) - 开发者知识库 (itdaan.com)

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更改之后仍然报错;

/root/miniconda3/lib/python3.8/site-packages/torch/optim/lr_scheduler.py:131: 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
warnings.warn("Detected call of `lr_scheduler.step()` before `optimizer.step()`. "

 

官方网站：torch.optim — PyTorch 1.12 文档