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
- fix: LearningRateMonitor(logging_interval='epoch') logs per epoch instead of step
- Fix: automatically upload config file when using WandbLogger with PTL CLI
- Lazy object instantiation via config file
- NCCL timeout (or GPU OOMs) when using Wandb + configure_model with passing a factory + save_hyperparameters + large models
- configure_model with deepspeed_stage3 goes wrong
- Deepspeed vs DDP
- Profiler Error: record.__enter__() missing 1 equired
- Dequantize model with Bitsandbytes precision plugin
- Fix/rich progressbar visibility
- PyTorch Lightning: Slower Training Speed with CSVLogger, Can Asynchronous Logging be Configured?
- Docs
- Python not yet supported