VMware and Nvidia announced at the VMware Explore 2022 conference in California that they are collaborating to create a new data center platform that has built-in AI inference, AI modeling and zero-trust security capabilities, which are needed for the coming era of AI, according to ZDNet.
The Extreme Performance Series 2022 video blogs cover the highlights of recent performance work on VMware technology. In this video Todd Muirhead talks with Lan Vu about how NVIDIA vGPU allows vSphere to share GPUs across multiple VMs by using either time sliced vGPU or Multi Instance vGPU […]
Understanding why and how machine learning (ML) is becoming the use case, the fuss, and the future of the business landscape in today’s data-driven world has become key. In this blog, Ian Jansen Van Rensburg, Director of Solutions Engineering at VMware & Lead Technologist, talks to us about all things ML. Already, underlying ML technology … Continued The post Machine Learning, the use case, the fuss, the future appeared first on VMware Sub-Saharan Africa Blog.
vSphere 8 is full of enhancements. Go to blogs.vmware.com or yellow-bricks.com for more extensive overviews of the vSphere 8 release. In this article, I want to highlight two features of the new vSphere 8 version that will help machine learning (ML) workloads perform consistently and possibly […]
For those interested in the fields of artificial intelligence, machine learning and GPU acceleration for applications, here is a list of very useful talks, labs and panel discussions at VMware Explore US, happening on 29th August – 1st September, 2022, that may be useful you for your scheduling.
We are excited to announce the general availability of CloudHealth Anomaly Detection! In our prior blog announcing the public beta of this feature, we went over how anomaly detection can help you take control of your cloud costs with visibility into unusual or abnormal spend by analyzing cost spend
This article dives deeper into the memory consumption of deep learning neural network architectures. What exactly happens when an input is presented to a neural network, and why do data scientists mainly struggle with out-of-memory errors? Besides Natural Language Processing (NLP), computer […]
One of the key challenges of commercializing artificial intelligence and machine learning (AI/ML) projects is that IT and data science teams often operate in separate environments with very little synergy. As a result, AI/ML projects tend to incur high costs and rarely make it into commercial […]
Machine Learning on VMware Cloud Platform – Part 1 covered the three distinct phases: concept, training, and deployment, part 2 explored the data streams, the infrastructure components needed and vSphere can help with increasing resource utilization efficiency of ML platforms. In this part, I […]
Resource Utilization Efficiency Machine learning, especially deep learning, is notorious for consuming large amounts of GPU resources during training. However, as the last part already highlighted, machine learning is more than just training a model. And these components within the […]
Machine Learning is reshaping modern business. Most VMware customers look at machine learning to increase revenue or decrease cost. When talking to customers, we mainly discuss the (vertical) training and inference stack details. The stack runs a machine learning model inside a container or […]
VMware is announcing near bare or better than bare-metal performance for the machine learning training of natural language processing workload BERT with the SQuAD dataset and image segmentation workload Mask R-CNN with the COCO dataset. Earlier, VMware, with Dell, submitted its first machine learning benchmark results to MLCommons. The results—which show that high performance can be achieved on a VMware virtualized platform featuring NVIDIA GPU and AI technology—were accepted and published in…Read More
Part 3 / 3. In Part 1 of this 3-part technical blog, we discussed how to prepare Cloud Foundation as an AI / ML platform using NVIDIA A30 and A100 GPU devices. These steps included: Preparing the Hosts Configuring a vSphere Lifecyle Manager (vLCM) Image Adding a VI Workload Domain. Part 2 […]
VMware announced the worldwide and regional winners of the 2022 VMware Partner achievement awards. NVIDIA was the co-winner of the partner industry award along with Dell Technologies celebrating partners that demonstrate success within a specific industry.