OAK RIDGE, Tenn., Sept. 07, 2016 – The Department of Energy’s Exascale Computing Project (ECP) today announced its first round of funding with the selection of 15 application development proposals for full funding and seven proposals for seed funding, representing teams from 45 research and academic organizations. The ECP does not yet have a website – but one will be coming … [Read more...]
Code Modernization Speeds Python and Other Machine Learning Packages
Sponsored Content Recent benchmarks from respected sources such as Kyoto University and Colfax Research show Intel Scalable System Framework (Intel SSF) balanced technologies approach coupled with optimized software including Python, Theano, and Torch can provide a tremendous performance benefit for deep learning and more generally both machine learning and generic HPC … [Read more...]
Up To Orders of Magnitude More Performance with Intel’s Distribution of Python
Intel has created a freely downloadable, optimized Python distribution that can greatly accelerate Python codes. Benchmarks show that two order of magnitude speedups (over 100x) can be achieved by using the Intel Distribution for Python. The Intel® Distribution for Python 2017 Beta program (product release will be in September) provides free access to this optimized version. … [Read more...]
NVIDIA – “[Intel] Should Get Their Facts Straight” on Machine Learning Benchmarks
NVIDIA responds to the machine learning benchmark results presented by Intel at ISC'16, "It’s great that Intel is now working on deep learning. This is the most important computing revolution with the era of AI upon us and deep learning is too big to ignore. But they should get their facts straight." (Source: NVIDIA) NVIDIA notes further that, "While we can correct each of … [Read more...]
NVIDIA Pascal in the Wild
NVIDIA CEO Jen-Hsun Huang last week hand-delivered an NVIDIA DGX-1 to OpenAI in San Francisco. “I thought it was incredibly appropriate that the world’s first supercomputer dedicated to artificial intelligence would go to the laboratory that was dedicated to open artificial intelligence,” Huang said. OpenAI’s team is working at the cutting-edge of a field that promises … [Read more...]
How Intel® MPI Enables Scalable Distributed Machine Learning
Sponsored Content In this article we focus on Intel® MPI and how it supports scalable distributed machine learning both now and in the future. This is the fourth in a multi-part series on Faster Deep Learning with the Intel Scalable System Framework (Intel® SSF). The Intel® MPI library provides programmers a “drop-in” MPICH replacement library that can deliver the … [Read more...]
How Lustre and DAOS Enable Faster Deep Learning
Sponsored Content In this article we will focus on Lustre and DAOS and their implications for distributed machine learning. This is the third in a multi-part series on Faster Deep Learning with the Intel Scalable System Framework (Intel® SSF). Brent Gorda (General Manager, Intel HPC Storage) note, “Lustre currently runs on 9 out of 10 of the world’s largest supercomputers and … [Read more...]
How the Intel® OPA Fabric Facilitates Distributed Training
Sponsored Content In this article we will focus on Intel® Omni-Path Architecture and the implications for distributed machine learning. This is the second in a multi-part series on Faster Deep Learning with the Intel Scalable System Framework (Intel® SSF). Deep learning neural networks can be trained to solve complex pattern recognition tasks - sometimes even better than … [Read more...]
IBM Cloud Offers New NVIDIA Tesla Accelerator to Speed Big Data, Analytics and Visualization
IBM Cloud First To Offer NVIDIA's New “Tesla” Accelerator, Speeding Big Data, Analytics and Visualization for AI and Cognitive Workloads IBM Cloud delivers groundbreaking performance running GPU accelerators for tackling the toughest compute-intensive workloads Las Vegas – May 19, 2016 – IBM has become the first company to offer the latest NVIDIA GPU accelerator—the NVIDIA® … [Read more...]
Faster Deep Learning with the Intel® Scalable System Framework: Next Generation Processors
Sponsored Post This is the first in a multi-part series on machine-learning that examines the impact of Intel Scalable System Framework (Intel® SSF) technology on the valuable HPC field of deep-learning. In this article we will focus on Intel® Xeon® and Intel® Xeon Phi™ processors. Follow-on articles will discuss other Intel SSF components including networking and storage with … [Read more...]