Advanced skills

Configure all aspects of Lightning for advanced usecases.

Level 14: Customize configs to run in production

Enable composable YAMLs

advanced

Level 15: Customize the trainer

Inject custom code into the trainer and modify the progress bar.

advanced

Level 16: Own the training loop

Learn all the ways of owning your raw PyTorch loops with Lightning.

advanced

Level 17: Enable advanced checkpointing

Enable composable or cloud based checkpoints.

advanced

Level 18: Explore IPUs

Explore Intelligence Processing Unit (IPU) for model scaling.

advanced

Level 19: Explore HPUs

Explore Habana Gaudi Processing Unit (HPU) for model scaling.

advanced

Level 20: Master TPUs

Master TPUs and run on cloud TPUs.

advanced

Level 21: Train models with billions of parameters

Scale GPU training to models with billions of parameters

advanced