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
- Test optimizer to device
- Using srun on a SLURM cluster causes the job to exit prematurely, even with auto_requeue=False
- Can I nest LightningModules inside child modules?
- Dataloader with >0 workers when using DDP causes a crash
- ModelCheckpoint could not find key in returned metrics
- WIP: Disable _optimizer_to_device logic
- EarlyStopping override disrupts wandb logging frequency
- min_epochs and EarlyStopping in conflict
- Returning num_replicas=world_size when using distributed sampler in ddp
- Custom batch selection for logging
- Docs
- Python not yet supported