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
- Expected all tensors to be on the same device... using quantized model with deepspeed zero3
- Mixing the order of `--config` and `fit` in LightningCLI can cause confusion
- neptune.ai logger produces lots of errors when logging "training/epoch"
- Introduce sharded checkpointing for NO_SHARD FSDP.
- FSDPStrategy error when automatic_optimization=False
- openweb_trainer.py crashes after 6k iters
- IterableDataset with CORRECT length causes validation loop to be skipped
- Deadlock when manually logging from on_train_epoch_end
- CUDA Error while training in DDP and using workers in dataloaders
- Bugfix: multi optimizer step count behaviour
- Docs
- Python not yet supported