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
- New feature of adding Intel® Extension for Transformers weight-only quantization into Lightning Fabric API
- Unable to chnage checkpoint in on_save_checkpoint with Deepspeed
- load_from_checkpoint leads to CUDA errors while trying multi-gpu training with SLURM
- [TPU] Add Trainer support for PyTorch XLA FSDP
- is it possible to make iterations start from 1 and not 0
- manual_backward and .backward() have different behaviour.
- EarlyStopping not updating it's value after resuming training
- Deepspeed activation Partitioning
- Adopt `typing_extensions.Override`
- ModelCheckpoint Doesn't Delete Old Best Checkpoints When Resuming Training
- Docs
- Python not yet supported