Validating GPU Platforms with Runtime AI Inventory via the NVIDIA DSX AI Factory
Validating GPU Platforms with Runtime AI Inventory via the NVIDIA DSX AI Factory
Using NVIDIA DSX AI Factory, you can track actual AI workloads running on NVIDIA Dynamo, Kubeflow, or Slurm platforms, exceeding the visibility provided by platform configuration; application teams independently define and update workloads, and deploying a package cannot determine the workload components running on a node.
As teams deploy and scale AI workloads using NVIDIA Dynamo, Kubeflow, or Slurm, tracking what actually runs requires visibility beyond the platform...
As teams deploy and scale AI workloads using NVIDIA Dynamo, Kubeflow, or Slurm, tracking what actually runs requires visibility beyond the platform configuration captured in a recipe. Application teams define and update these workloads independently of the platform recipe, so a reproducible deployment bundle alone cannot establish which workload artifacts are running on each node.
Source: NVIDIA Technical Blog · developer.nvidia.com