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
- Running out of memory when resuming the training from a checkpoint
- Incorrect batch progress saved in checkpoint at every_n_train_steps
- WandbLogger crashes when used with TPU VM
- Using `pyg` sampler causes lightning to skip validation step
- RuntimeError: CUDA error: unspecified launch failure
- Variable length number of batches is not supported
- 2x slower training speed with FSDP when switching from lightning 1.9 to 2.0
- `EarlyStopping` monitor `min_delta` by percentage
- Add Hooks for Dataloader Beginning and End
- Lightning CLI StopIteration
- Docs
- Python not yet supported