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Supported devices
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Accelerator labels
We believe that the types of accelerators used to build AI data centers will continue to diversify, and the MoAI Inference Framework provides features to efficiently utilize clusters with heterogeneous accelerators.
Each accelerator is identified by labels prefixed with moai.moreh.io. Users can either specify the accelerator on which a model should run, or allow the framework to automatically select the optimal accelerator. Below is the list of accelerator labels supported by the MoAI Inference Framework.
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Checking available accelerators
You can use the following command to see which accelerators are currently available in the cluster and how they are labeled by the MoAI Inference Framework.
kubectl get nodes -L moai.moreh.io/accelerator.vendor,moai.moreh.io/accelerator.model
NAME STATUS ROLES AGE VERSION ACCELERATOR.VENDOR ACCELERATOR.MODEL
cpu-001 Ready control-plane 1d v1.32.5
mi250-001 Ready <none> 1d v1.32.5 amd mi250
mi300x-001 Ready <none> 1d v1.32.5 amd mi300x
To list nodes that match a specific label, use the -l option:
kubectl get nodes -l moai.moreh.io/accelerator.model=mi300x
NAME STATUS ROLES AGE VERSION
mi300x-001 Ready <none> 1d v1.32.5
See also
This document introduces the prerequisites for the MoAI Inference Framework and provides instructions on how to install them.
This document describes how to allocate resources (accelerators and NICs) to your inference containers, select specific nodes using node selectors