diff --git a/ROADMAP.md b/ROADMAP.md index d9381bbfd8..49ed455dae 100644 --- a/ROADMAP.md +++ b/ROADMAP.md @@ -106,10 +106,13 @@ example demonstrating the component in an end-to-end architecture. By the end of 2022, we should have a actively growing collection of examples models, with a standardized set of training scripts, that match expected -performance as reported in publications. On the scalability front, we should -be running our training scripts on multi-worker GPU and TPU settings, using -[DTensor](https://www.tensorflow.org/guide/dtensor_overview) for data parallel -training. +performance as reported in publications. + +On the scalability front, we should have at least one example demonstrating both +data parallel and model parallel training, in a multi-worker GPU and TPU +setting, leveraging +[DTensor](https://www.tensorflow.org/guide/dtensor_overview) for distributed +support. ### Tools for data preprocessing and postprocessing for end-to-end workflows