lightning
https://github.com/lightning-ai/lightning
Python
Deep learning framework to train, deploy, and ship AI products Lightning fast.
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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
- DDP training timeout
- FSDP hybrid shard should checkpoint in a single node
- Gather tensors of unequal shapes
- Docs
- Python not yet supported