Kubernetes

Submits TAO container jobs as Kubernetes Jobs. Works on any cluster reachable via kubeconfig (EKS / GKE / AKS / on-prem) or in-cluster service account (when the SDK runs inside a pod).

Single-pod by default; opt into multi-node distributed training via num_nodes > 1 (uses Indexed Job + headless Service, see Multi-node training below).

Preflight

Four checks: GPU host runtime ready, SDK installed, cluster reachable, GPU Operator/device plugin present.