Category: Machine Learning
If you had the chance to join us live for this community session at VMware Explore for session CMTY2254LV, thank you so much. If you are checking it after the event thank you as well! Your support means the world to us. This page contains links to the videos, the session abstract and a bunch …
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Permanent link to this article: https://www.wondernerd.net/unlocking-the-magic-of-gen-ai-in-vmware-vcf-where-dreams-meet-reality/
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By Tony in AI, Deep Learning, Dell Technologies, GPU, HPC, Machine Learning, NGCA, Python, vExpert, VMware, VMworld
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October 6, 2021
Here you will find resources from VMworld Code Session 2778 – Talk Nerdy to Me, Using Python to Create VMs with vGPUs for AI Workloads.
Permanent link to this article: https://www.wondernerd.net/talk-nerdy-to-me-vmworld-code-session-2778/
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By Tony in AI, Deep Learning, GPU, Horizon, HPC, Machine Learning, NGCA, PowerCLI, vExpert, VMworld
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October 5, 2021
This is post for my VMworld 2021 vBrownbag session VMTN2835. This session covers updates to the VDI by day compute by night scripts that I’ve been writing and updating for a couple of years. You can download all of the modules needed for this from my GitHub repo.
Permanent link to this article: https://www.wondernerd.net/vmtn2835-update-to-vdi-by-day-compute-by-night/
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By Tony in AI, Conferences, GPU, Horizon, Machine Learning, NGCA, PowerCLI, Python, vExpert, VMworld
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August 27, 2021
It’s VMworld time! Hopefully you’ve registered for VMworld. In this post you’ll find some of the sessions I’m presenting & some you wont want to miss.
Permanent link to this article: https://www.wondernerd.net/talk-nerdy-to-me-updates-at-vmworld/
In this blog I provide some insights on managing vGPUs in vSphere with Python. It sounds like a simple task to control vGPUs in vSphere, but its not as easy as it appears. I got deep into this as Johan and I were working on content for this session. I’ll cover all that and more …
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Permanent link to this article: https://www.wondernerd.net/harnessing-the-power-of-python-to-control-vgpu-management-in-vmware-vsphere-gtc-2021-session-e32023/
At VMworld 2020 VMware announced a partnership with NVIDIA called project Monterey. One of the central parts of this is SmartNIC’s (BlueField-2 DPU). This post covers some of the publicly available content around the announcement.
Permanent link to this article: https://www.wondernerd.net/trove-of-vmware-project-monterey-resources/
In most organizations GPU powered thin clients (or any thin clients for that matter) are used for about 8 hours a day and the rest of the time they sit idle, not delivering value to the organization. Why not use their GPU processing power to accelerate organizational research?
Permanent link to this article: https://www.wondernerd.net/farming-nvidia-jetson-based-thin-clients/
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By Tony in Deep Learning, GPU, Horizon, HPC, Large Scale Compute, Machine Learning, NGCA, PowerCLI, Programming, vExpert
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March 13, 2019
Over the weekend I finished writing a PowerCLI script to do VDI by day and compute by night. In in this post I’m going to share the script and how to set it up with you.
For those not familiar with the term VDI by day and compute by night here is my vision for it. Let’s say you have a bunch of VDI users who are structural engineers. They typically work from 8 in the morning to 5 or so at night. On their VDI desktops they have programs like like AutoCAD which require high end GPUs, but since they are using VDI they’re virtual GPUs or vGPUs. That means you have these high end GPUs that might be sitting idle for 12 to 16 hours a day and the organization spent a lot of money for those GPUs.
Now what if you could use those GPUs for something other than just engineers virtual desktops? You know, get a little more millage out of them. The R&D department keeps wanting more servers for their high performance computing (HPC) farm… What could 12 extra hours a day of GPU time coming from the Engineers idle VDI hosts do to help them?
Permanent link to this article: https://www.wondernerd.net/scripting-vdi-by-day-and-compute-by-night/
I’ve been working on a PowerCLI function for the last few months in my free time and now I’d like to share it with everyone. This is a pretty spiffy function for those folks working with vGPUs, and it’s not just for VDI it can help those looking to virtualize ML/DL systems too. It calculates the vGPU carrying capacity of a vSphere environment.
Permanent link to this article: https://www.wondernerd.net/number-of-vgpus-available-in-vsphere/
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By Tony in AI, CUDA, Deep Learning, GPU, Horizon, HPC, Large Scale Compute, Machine Learning, NGCA, vExpert
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September 14, 2018
In this post I’m looking at reclaiming resources from virtual environments. To which you might be saying that’s simple, VMware put out a white paper on cycle harvesting. https://www.vmware.com/content/dam/digitalmarketing/vmware/en/pdf/solutions/vmware-jackson-national-life-insurance-white-paper.pdf The above paper was based on what a VMware customer did to reclaim idle CPU resources from their VDI environment. They did this by setting share …
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Permanent link to this article: https://www.wondernerd.net/taking-back-resources/