Deploying RAPIDS

Deployment documentation to get you up and running with RAPIDS anywhere.

Local Machine

Use RAPIDS on your local workstation or server.

docker conda pip WSL2

Cloud

Use RAPIDS on the cloud.

Amazon Web Services Google Cloud Platform Microsoft Azure IBM Cloud

HPC

Use RAPIDS on high performance computers and supercomputers.

SLURM

Platforms

Use RAPIDS on compute platforms.

Kubernetes Kubeflow Coiled Databricks

Tools

There are many tools to deploy RAPIDS.

containers dask-kubernetes dask-operator dask-helm-chart dask-gateway

Workflow examples

For inspiration see our example notebooks with opinionated deployments of RAPIDS to boost machine learning workflows.

xgboost optuna mlflow ray tune

Guides

Detailed guides on how to deploy and optimize RAPIDS.

Microsoft Azure Infiniband MIG