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Fix attribute error on _NotYetLoadedTensor after loading checkpoint into quantized model with _lazy_load() #20121

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merged 3 commits into from
Jul 24, 2024

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awaelchli
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@awaelchli awaelchli commented Jul 23, 2024

What does this PR do?

Fixes #20119


📚 Documentation preview 📚: https://pytorch-lightning--20121.org.readthedocs.build/en/20121/

cc @carmocca @justusschock @awaelchli

@github-actions github-actions bot added the fabric lightning.fabric.Fabric label Jul 23, 2024
@awaelchli awaelchli added the bug Something isn't working label Jul 23, 2024
@awaelchli awaelchli marked this pull request as ready for review July 23, 2024 16:02
@awaelchli awaelchli added this to the 2.3.x milestone Jul 23, 2024
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⚡ Required checks status: All passing 🟢

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codecov bot commented Jul 23, 2024

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 91%. Comparing base (f91349c) to head (7ecce8f).

Additional details and impacted files
@@           Coverage Diff           @@
##           master   #20121   +/-   ##
=======================================
  Coverage      91%      91%           
=======================================
  Files         266      266           
  Lines       22976    22976           
=======================================
+ Hits        20808    20810    +2     
+ Misses       2168     2166    -2     

@awaelchli awaelchli changed the title Fix attribute error on _NotYetLoadedTensor after loading checkpoint into quantized model with _lazy_load() Fix attribute error on _NotYetLoadedTensor after loading checkpoint into quantized model with _lazy_load()` Jul 23, 2024
@awaelchli awaelchli changed the title Fix attribute error on _NotYetLoadedTensor after loading checkpoint into quantized model with _lazy_load()` Fix attribute error on _NotYetLoadedTensor after loading checkpoint into quantized model with _lazy_load() Jul 23, 2024
@awaelchli awaelchli added the precision: bnb Bitsandbytes quantization label Jul 23, 2024

# Test with lazy load (LitGPT uses this)
# TODO: Replace `_lazy_load` with `torch.load(..., mmap=True)` in LitGPT
state_dict = _lazy_load(tmp_path / "checkpoint.pt")
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how about using steps for these long tests?
https://smarie.github.io/python-pytest-steps/

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If you think it's a good idea let's open an issue? I prefer not to add the test dependency in this PR because it's a simple fix, so prefer to keep the PR minimal.

@awaelchli awaelchli merged commit 6c70dd7 into master Jul 24, 2024
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@awaelchli awaelchli deleted the bugfix/lazy-load-quantized branch July 24, 2024 09:39
ammyk9 pushed a commit to ammyk9/pytorch-lightning that referenced this pull request Aug 6, 2024
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Attribute error on _NotYetLoadedTensor loading checkpoint into quantized model
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