What is the Anyscale Runtime?
What is the Anyscale Runtime?
The Anyscale Runtime describes the proprietary version of Ray used for running workloads on Anyscale.
Anyscale improves Ray performance using a combination of fine-tuned infrastructure, advanced checkpointing, and engine optimizations.
The Anyscale Runtime uses the same APIs and libraries as Ray, meaning you have full portability for your Ray code without fear of vendor lock-in.
Train
Anyscale recommends using Ray version 2.51.0 or above for all Ray Train workloads, as
- Mid-epoch resumption
- Elastic training
- Ray Train dashboard