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
- Deadlock when manually logging from on_train_epoch_end
- CUDA Error while training in DDP and using workers in dataloaders
- The color scheme of yaml code in the document makes it difficult to read
- Does `Trainer(devices=1)` use all CPUs?
- [WAITING FOR PL CORE MAINTAINER OPINION] Bugfix/17958 multi optimizer step count behaviour
- Validation runs only for one iteration when restarting from checkpoint mid-epoch, wrongly reporting validation loss
- NCCL when trying to train on 2 nodes
- DDP training timeout
- FSDP hybrid shard should checkpoint in a single node
- Gather tensors of unequal shapes
- Docs
- Python not yet supported