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
- Please make it simple!
- Multi-gpu training is much lower than single gpu (due to additional processes?)
- LOG issue
- Support wandb_logger.watch() when using LightningCLI
- The packages such as libraries and models are not loading from files
- Enable batch size finder for distributed strategies
- logged images are not showing up in tensorboard images.
- Passing a dataloader to save_hyperparams hangs trainer.fit
- TensorBoardLogger does not document .add_image() function
- DDP strategy doesn't work for on_validation_epoch_end, always hang
- Docs
- Python not yet supported