pytorch-lightning
https://github.com/pytorchlightning/pytorch-lightning
Python
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
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- Issues
- Mid-epoch resume causes a single unwanted validation step (which is not a sanity check)
- SLURM resubmission crashes because of multiprocessing error
- `NeptuneCallback` produces lots of `X-coordinates (step) must be strictly increasing` errors
- WandbLogger will cause error on TPU v3-8
- Validation is incorrectly run on resume
- `strict = False` does not work when the checkpoint is distributed
- comet_ml logger update
- MLFlow logger returns None when MLFlow server is used
- Add compile_fn parameter for Trainer
- _atomic_save with transaction cause "Invalid cross-device link" error
- Docs
- Python not yet supported