History

jere357 28007bd076 Consistent early exit logic for validation loop in Fabric Trainer example #17962		2023-07-03 08:26:50 -04:00
..
app	ruff: enable & fixing RET (#17540 )	2023-05-05 09:34:40 +00:00
data/image	Lightning Dataset (including optimized dataloading of s3 buckets) (#17743 )	2023-06-13 11:44:41 +01:00
fabric	Consistent early exit logic for validation loop in Fabric Trainer example #17962	2023-07-03 08:26:50 -04:00
pytorch	ruff: enable & fixing RET (#17540 )	2023-05-05 09:34:40 +00:00
README.md	docs: update broken links & latest/stable (#16994 )	2023-03-15 20:19:41 +01:00
run_fabric_examples.sh	copyright Lightning AI team (#16647 )	2023-02-06 15:26:51 +01:00
run_pl_examples.sh	Refactor PL examples to `examples/pytorch/` (#16925 )	2023-03-07 11:24:46 -05:00

README.md

Examples

Our most robust examples showing all sorts of implementations can be found in our sister library Lightning Bolts.

Note that some examples may rely on new features that are only available in the development branch and may be incompatible with any releases. If you see any errors, you might want to consider switching to a version tag you would like to run examples with. For example, if you're using pytorch-lightning==1.6.4 in your environment and seeing issues, run examples of the tag 1.6.4.

Lightning Fabric Examples

We show how to accelerate your PyTorch code with Lightning Fabric with minimal code changes. You stay in full control of the training loop.

Lightning Trainer Examples

In this folder, we have 2 simple examples that showcase the power of the Lightning Trainer.

Image Classifier (trains arbitrary datasets with arbitrary backbones).
Autoencoder

Domain Examples

This folder contains older examples. You should instead use the examples in Lightning Bolts for advanced use cases.