deepspeedai / deepspeedai/DeepSpeed

optimizer.step and lr_scheduler.step order

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Description

Hi. I get this warning:

/home/cristian/miniconda3/envs/salsanext/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()`. "

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Research direction

No DeepSpeed file or test is named; start by locating the training loop that invokes optimizer.step and lr_scheduler.step. Reproduce the reported warning and identify the expected ordering, then confirm the warning is addressed with a regression test or documented rationale.

Written by the indexing model from the issue text.

Assessment

Tech stack
python, pytorch
Domain
machine-learning
Issue type
Bug
Difficulty
3/5
Estimated time
1-2 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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