Generally available: You can consume reservations of VMs that have GPUs attached with your custom training jobs or prediction jobs

## Feature **Generally available**: You can consume reservations of VMs that have GPUs attached with your custom training jobs or prediction jobs. Reservations of Compute Engine zonal resources help you gain a high level of assurance that your jobs have the necessary resources to run. For more information, see the following: * [Use reservations with training](https://cloud.google.com/vertex-ai/docs/training/use-reservations) * [Use reservations with prediction](https://cloud.google.com/vertex-ai/docs/predictions/use-reservations) ## Feature The ability to back up and restore data on a Vertex AI Workbench instance is now [generally available](https://cloud.google.com/products#product-launch-stages). For more information, see [Back up and restore data on an instance](https://cloud.google.com/vertex-ai/docs/workbench/instances/restore).