End to End Machine Learning with Natural…

End to End Machine Learning with Natural Language processing for training and inference on vSphere (Part 2 of 2)

End to End Machine Learning with Natural…

In part 1 of the blog we introduced end to end machine learning. The conceptual architecture with all software and hardware components for the solution was described. The steps in the solution deployment were shown. Sentiment Analysis basics Sentiment Analysis is a binary classification task. It predicts positive or negative sentiment using raw user text. The post End to End Machine Learning with Natural Language processing for training and inference on vSphere (Part 2 of 2) appeared first on…Read More


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Distributed Machine Learning on VMware vSphere…

Distributed Machine Learning on VMware vSphere with GPUs and Kubernetes: a Webinar

Distributed Machine Learning on VMware vSphere…

This article directs you to a recent webinar that VMware produced on the topic of executing distributed machine learning with TensorFlow and Horovod running on a set of VMs on multiple vSphere host servers. Many machine learning problems are tackled using a single host server today (with a collection of VMs on that host). However, The post Distributed Machine Learning on VMware vSphere with GPUs and Kubernetes: a Webinar appeared first on Virtualize Applications.


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Machine Learning, GPUs and VMware: Sessions,…

Machine Learning, GPUs and VMware: Sessions, Labs, Workshops and Panels at VMworld Europe, 4th-7th Nov 2019

Machine Learning, GPUs and VMware: Sessions,…

This page shows all of the breakout sessions, labs and workshops at VMworld Europe, 2019, that deal with machine learning and GPUs on VMware. These are collected here so that you can build your schedule to include these interesting talks, labs and workshops in your schedule. Monday – Workshop and Lab Session Title Date and The post Machine Learning, GPUs and VMware: Sessions, Labs, Workshops and Panels at VMworld Europe, 4th-7th Nov 2019 appeared first on Virtualize Applications.


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Machine Learning on VMware vSphere: Workload…

Machine Learning on VMware vSphere: Workload Types and When GPU Usage Make Sense

Machine Learning on VMware vSphere: Workload…

Watch this free VMware webcast to look at running two types of ML workloads on VMware vSphere. One ML type uses table-oriented data and another uses images, voice, or video data identifying the best opportunities for using GPUs to accelerate workloads. Now available on demand!


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Distributed Machine Learning on vSphere…

Distributed Machine Learning on vSphere leveraging NVIDIA vGPU and Mellanox PVRDMA

Distributed Machine Learning on vSphere…

Introduction While virtualization technologies have proven themselves in the enterprise with cost effective, scalable and reliable IT computing, High Performance Computing (HPC) however has not evolved and is still bound to dedicating physical resources to obtain explicit runtimes and maximum performance. VMWare has developed technologies to effectively share accelerators for compute and networking. VMWare, The post Distributed Machine Learning on vSphere leveraging NVIDIA vGPU and Mellanox…Read More


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Machine Learning with Horovod, vGPU & PVRDMA on…

Machine Learning with Horovod, vGPU & PVRDMA on VMware PKS

Machine Learning with Horovod, vGPU & PVRDMA on…

vSphere supports virtualization of the latest hardware from NVIDIA the T4 GPUs and Mellanox with their Connect X-5 RoCE. There is a potential to combine the benefits of vSphere with the capabilities of these type of high-performance hardware accelerators for Horovod based machine learning and build a compelling solution. VMware, NVIDIA & Mellanox teamed together to develop and create a proof of concept for a High Performance Horovod based machine learning environment.


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GPUs for Machine Learning on VMware vSphere:…

GPUs for Machine Learning on VMware vSphere: Decision-maker’s Guide

GPUs for Machine Learning on VMware vSphere:…

Are you being asked to provide GPUs to your application developers and data scientists for machine learning or high performance computing? Are users asking for more than one GPU to be usable for their application? Are you interested in cost-effective ways to share GPUs across the entire data science team? If any of these types The post GPUs for Machine Learning on VMware vSphere: Decision-maker’s Guide appeared first on Virtualize Applications.


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Machine Learning Leveraging NVIDIA GPUs with…

Machine Learning Leveraging NVIDIA GPUs with Bitfusion on VMware vSphere (Part 2 of 2)

Machine Learning Leveraging NVIDIA GPUs with…

In part 1, we have looked at two options for sharing GPUs, NVIDIA vGPU and Bitfusion. In addition, we have discussed Bitfusion architecture and its primary use-cases. In this part 2, we will look at our performance testing methodology and Bitfusion results with three different networking options for remote GPU usage. Testing Methodology In this The post Machine Learning Leveraging NVIDIA GPUs with Bitfusion on VMware vSphere (Part 2 of 2) appeared first on Virtualize Applications.


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3D Graphics like never before with VMware…

3D Graphics like never before with VMware Horizon and NVIDIA T4 GPUs

3D Graphics like never before with VMware…

VMware Horizon with Blast Extreme 3D graphics has always been at the forefront when it comes to breaking the tethers of a physical workstation and delivering immersive 2D and 3D graphics seamlessly rendered on any device, accessible from any location. Used extensively by graphics designers and engineers, Blast Extreme delivers a great user experience on […] The post 3D Graphics like never before with VMware Horizon and NVIDIA T4 GPUs appeared first on VMware End-User Computing Blog.


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