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
- Unreadable font color theme of YAML files
- Add a Chinese version of README
- Stream outputs from Trainer.predict()
- Support A Variable Number of Batches
- Deepspeed Startegy doesn't set num_checkpoints while using activation partitions
- RuntimeError when running basic GAN model (from tutorial at lightning.ai) with DDP
- best-k-metrics in ModelCheckpoint
- Model Checkpointing + FSDP causes Cuda OOM
- NCCL backend fails during multi-node, multi-GPU training
- Incosistant memory usage comparing to lighning>=2.2.0 and lighting<2.2.0 and when using deepspeed
- Docs
- Python not yet supported