9. Ray Data in production

9. Ray Data in production#

  • Netflix is using Ray Data for multi-modal inference pipelines. See this talk at the Ray Summit 2024 to learn more.

  • Pinterest is using Ray Data and Ray Train for their recommendation system model training. They leverage Ray Data to improve GPU utilization and training throughput by disaggregating their compute across a heterogeneous cluster. this talk at the Ray Summit 2024 to learn more.

# Run this cell for file cleanup 
!rm -rf {storage_folder}/mnist_preds
!rm {storage_folder}/model.pt