#gpus
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Oversubscribing GPUs in Kubernetes

Feb 7, 2023 5 minute read #kubernetes, #gpus, #scheduling

Sometimes I want to oversubscribe the GPUs in my Kubernetes cluster. This is especially useful when I’m developing but could also be useful in light workloads where you have ample GPU memory and don’t mind the occasional failure.
Running Kubeflow inside Kind with GPU support

Jan 27, 2022 8 minute read #community, #open-source, #kubernetes, #kind, #kubeflow, #gpus

This week I’ve been playing around with Kubeflow as part of a larger effort to make it simpler to use Dask and RAPIDS in MLOps workflows.

Oversubscribing GPUs in Kubernetes