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
- EarlyStopping in the middle of an epoch
- Restoring a checkpoint (from model checkpoint) via `trainer.test(model_module, ckpt_path='best')` doesn't restore associated `current_epoch` within the trainer
- Validation runs only for one iteration when restarting from checkpoint mid-epoch, wrongly reporting validation loss
- NCCL when trying to train on 2 nodes
- WIP: Unscale the gradients before gradient clipping in manual optimization
- MisconfigurationException
- Integrating a tool to debug neural networks more efficiently
- Add Ascend NPU as a backend
- DDP training timeout
- FSDP hybrid shard should checkpoint in a single node
- Docs
- Python not yet supported