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
- Directly save checkpoint to specified disk location
- Fix dataloader not reloading when resuming from checkpoint
- Fix GAN training exmaple using DDP due to find_unused_parameters
- Fix ReduceLROnPlateau scheduler error when validation doesn't run every epoch
- Add a `dtype` option for `load_from_checkpoint`
- Intel GPU support?
- feat: add new callback hook `on_checkpoint_write_end`
- Coerce tensorboard metrics into numpy arrays
- NCCL timeout while doing multi gpu training
- FSDP with custom state_dict()
- Docs
- Python not yet supported