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Unified Deep Learning Configurations and Emerging Applications

This is the final post in a five-part series from a report exploring the potential machine and a variety of computational approaches, including CPU, GPU and FGPA technologies. This article explores unified deep learning configurations and emerging applications. 

What Next? Entering the World of Machine Learning

Frameworks, applications, libraries and toolkits—journeying through the world of deep learning can be daunting. If you’re trying to decide whether or not to begin a machine or deep learning project, there are several points that should first be considered. This is the final article in a five-part series that covers the steps to take before launching a machine learning startup. This article provides a variety of resources to employ when first exploring machine learning. 

Exploring the Possibilities of Deep Learning Software

This is the second post in a five-part series from a report that explores the potential of unified deep learning with CPU, GPU and FGPA technologies. This post explores the possibilities and functions of software for deep learning.

Why Use Containers for HPC on the NVIDIA GPU Cloud?

“Containers just make life easy. So one of the things that people have issues with running bare metal is from time to time their libraries change, maybe they want to try the new version of CUDA, the new version of cuDNN, and they forget to simlink it back to the original path. If you have packaged your app into a container, it’s the same every time.”

The Machine Learning Potential of a Combined Tech Approach

This is the first in a five-part series from a report exploring the potential of unified deep learning with CPU, GPU and FGPA technologies. This post explores the machine learning potential of taking a combined approach to these technologies. 

Video: AI Ready Solutions from Dell EMC

In this video from the GPU Technology Conference, Kash Shaikh from Dell EMC describes the company’s new AI Ready Solutions. “Dell EMC is at the forefront of AI, providing the technology that makes tomorrow possible, today. Dell EMC uniquely provides an extensive portfolio of technologies — spanning workstations, servers, networking, storage, software and services — to create the high-performance computing and data analytics solutions that underpin successful AI, machine and deep learning implementations.”

What a 200G HDR InfiniBand Solution Means for Today’s Advanced Data Centers

The world of today’s HPC computing is driven by the ever-increasing generation and consumption of digital information. And the ability to analyze this rapidly growing pool of data, and extrapolate meaningful insights, gives modern businesses a competitive edge. Download the full report, “Introducing 200G HDR InfiniBand Solutions,” to learn about how Mellanox Technologies end-to-end 200G HDR InfiniBand solution is helping enable the next generation of data centers.

HDR 200G InfiniBand: Empowering Next Generation Data Centers

The need for faster data movement has never been more critical to the worlds of HPC and machine learning. In light of this demand, companies like Mellanox Technologies are working to introduce solutions to address the need for HPC and deep learning platforms to move and analyze data both in real-time and at faster speeds than ever.Download the new white paper from Mellanox that explores the company’s end-to-end HDR 200G InfiniBand product portfolio and the benefits of in-network computing.

Introducing 200G HDR InfiniBand Solutions

As the first to 40Gb/s, 56Gb/s and 100Gb/s bandwidth, Mellanox has both boosted data center and cloud performance and improved return on investment at a pace that exceeds its own roadmap. To that end, Mellanox has now announced that it is the first company to enable 200Gb/s data speeds with Mellanox Quantum switches, ConnectX-6 adapters, and LinkX cables combining for an end-to end 200G HDR InfiniBand solution in 2018. Download the new report, courtesy of Mellanox Technologies, to lean more about 200G HDR InfiniBand solutions. 

How Deep Learning is Causing a ‘Seismic Shift’ in the Retail Industry

 These days, taking big data further and integrating machine and deep learning means having a competitive edge in the retail industry. Analytics — and their analysis — have always been a cornerstone of retail success. And now, deep learning techniques are going to push the data boom to the next level. A new insideHPC special report, courtesy of Dell EMC and NVIDIA, explores how the retail industry is being transformed by machine and deep learning.