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
- Why does running Lightning on SLURM with python perform worse than with srun?
- Provide a non-expert mode for the DeviceStatsMonitor
- Investigate Resident Memory Increase during Inference
- LightningCLI: incorrect default value of kwarg used
- W&B `dir` flag doesn't work.
- Fabric.all_gather should support concatenation
- Add `after_instantiate_classes` hook to LightningCLI to save LightningDataModule information in the current log directory
- Validation metrics not available when resuming training from checkpoint
- Trainer does not work when accelerator="mps" (but works fine if using accelerator="cpu" or "gpu")
- `CombinedLoader` takes a long time when `num_workers > 0`
- Docs
- Python not yet supported