VMware claims 'bare-metal' performance on virtualized GPUs

Date:
Wed, 25 May 2022 10:43:17 +0000

Description:
VMware claims to have matched bare-metal performance for ML workloads with virtualized GPUs.

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VMware has claimed to have achieved "near or better than bare metal performance" with virtualized machine learning workloads.

For the training workloads, VMware used a number of NVIDIA GPUs connected bynear-range communications link NVIDIA NVLink.

Its team worked on training the natural language processing workload BERT
with the SQuAD dataset, and on training the image segmentation workload Mask R-CNN with the COCO dataset. What does this mean for users?

Nvidia claim that this solution will give users the benefits of bare metal sever performance while providing all the virtualization-related benefits of VMware including: server consolidation, power savings, virtual machine over-commitment, vMotion, high availability, DRS, central management with vCenter, suspend/resume VMs, and cloning.

VMware's Uday Kurkure told The Register he expects most high performance computing (HPC) workloads will be virtualized moving forwards, and told the publication that HPC teams are always running into performance bottlenecks that leaves systems underutilized.

Kurkere said he anticipates these results to improve resource utilization in
a number of different fields, including investment banking, pharmaceutical research, 3D CAD, and auto manufacturing".

VMware told The Register it is also investigating how virtualized GPUs
perform with even larger AI/ML models, like GPT-3, as well as how these technology be applied to telelcoms workloads running at the edge.

The results were achieved via using Nvidia's vGPU Manager in vSphere as opposed to the hardware-level partitioning. Read more:

VMware calls off ban on SD cards as boot devices for vSphere

VMware is going all-in on multi-cloud

Citrix brings its virtual desktops to the Microsoft Azure Marketplace

VMwares impressive claims come as reports are circulating of a big money acquisition by chipmaker Broadcom.

Reports have claimed a deal worth$60 billion could be announced on Thursday, the same day as VMwares financial results.The sources said that its likely
the deal will take place mostly in cash. Interested in trying out virtualization? Check out our guide to the best virtual machine software Via The Register



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Link to news story: https://www.techradar.com/news/vmware-claims-bare-metal-performance-on-virtual ized-gpus/


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