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
- `barebones` mode should be more forceful
- Model parameters don't get updated after upgrading from 1.1.4 to 2.0.7
- Support DDP with TPUs
- Iterable dataset + DDP + SLURM + MultiGPU : Training stuck - error: The client socket has failed to connect to [ip6-localhost]:24355 (errno: 99 - Cannot assign requested address).
- `ModelCheckpoint` and `SaveConfigCallback` have different saving path.
- Investigate FSDP + CPU Offload performance in Trainer
- load_from_checkpoint Right After fit Got FileNotFound Error
- Profiling with DLProf Returns Error "No pytorch ops detected"
- Inconsistent version number with DDP due to bad setup (2.0.6)
- Metrics not being reset in-between multiple dataloaders during validation.
- Docs
- Python not yet supported