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
- Type annotation for `BasePredictionWriter` subclass
- load data sequence is confusing
- 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
- Add support S3 as a storage option for profiling results
- Gradient accumulation calcluation may be incorrect
- [Backend]: Support device backend registration for a wide range of third-party hardware
- Impove how argument passing via CLI and config file is handled in regards to argument linking
- DDP and BackboneFinetuning: model weights get out of sync when unfreezing layers for training
- restore_training_state before on_fit_start?
- Docs
- Python not yet supported