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
- Using overfit_batches does not work with BatchSampler as Sampler
- ModelCheckpoint tries to find monitored key on non-zero ranks
- on_checkpoint_write_end callback
- `TQDMProgressBar` refresh forces TPU to recompile compute graph
- Add log_image for Tensorboard logger
- DDP (multi GPU) Iterable Dataset is not working as expected ?
- ModelCheckpoint Callback state loader with missing dir
- Updating lightning from v1.7.7 to 1.8.0 significantly affects results
- Automatic logger removal if the training failed (error happening on the sanity check)
- Support Intel Arc
- Docs
- Python not yet supported