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
- Type annotation for `BasePredictionWriter` subclass
- load data sequence is confusing
- LearningRateFinder creates errors for schedulers in `val` stage
- Add support S3 as a storage option for profiling results
- Gradient accumulation calcluation may be incorrect
- Better registration support for a wide range of third-party hardware
- tensorboard step and self.global_step do not correspond under accumulate_grad
- Can't resume automatically a job, ckpt_path="hpc" throws ValueError from the start
- Everything prints fine, but the loss doesn't descent
- Impove how argument passing via CLI and config file is handled in regards to argument linking
- Docs
- Python not yet supported