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Extreme Performance Series 2022: Time Sliced vGPU vs MIG vGPU for Machine Learning Workloads

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Extreme Performance Series 2022: Time Sliced vGPU vs MIG vGPU for Machine Learning Workloads

Todd Muirhead talks with Lan Vu about how NVIDIA vGPU allows vSPhere to share GPUs amount multiple VMs by using either time sliced vGPU or Multi Instance vGPU profiles. The differences in performance across a variety of workloads is discussed with recommendations about how to choose the right profile based on workload to maximize the benefits of vGPU and MIG vGPU.

Links to additional resources –

Blog and Whitepaper – https://blogs.vmware.com/performance/2022/06/vsphere7-vgpu-vs-mig-perf.html

Accelerate Machine Learning in vSphere Using GPUs Hands on Lab – https://pathfinder.vmware.com/v3/activity/vsphere_ml_gpu_hol

VMware Explore 2022 Session – NVIDIA+VMware Bare Metal Machine Learning Performance on vSphere – https://event.vmware.com/flow/vmware/explore2022us/content/page/catalog?tab.contentcatalogtabs=1627421929827002v7oA&search=uday

Extreme Performance Series 2022 Video Blogs – https://blogs.vmware.com/performance/2022/08/extreme-performance-series-2022-video-blogs.html

Extreme Performance Series 2021 Video Blogs – https://blogs.vmware.com/performance/2021/09/extreme-performance-video-blog-series.html

Date: August 31, 2022