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
- lightning version is the SLURM job number when run on a node provisioned by SLURM
- Refactor LearningRateMonitor
- TensorboardLogger not handling remote filesystem paths correctly on Windows environment
- An example for knowledge distillation. Especially for the load the teacher model's weights , and train the student model
- WandbLogger doesn't format config correctly
- [Features] Generate a json schema from LightningCLI
- Error using lightning 2.0 when i use deepspeed and torch.compile both
- `automatic_optimization=True` will terminate the training process after few iterations.
- Stepwise LR-Scheduler not working across epochs
- Parameters and Gradient is not logged by WandB under FSDP strategy
- Docs
- Python not yet supported