AI
A Deep Learning Performance Lens for Low Precision Inference
Few companies have provided better insight into how they think about new hardware for large-scale deep learning than Chinese search giant, Baidu. …
AI
AI
Machine Learning and the Language of the Brain
For years, researchers have been trying to figure out how the human brain organizes language – what happens in the brain when a person is presented with a word or an image. …
AI
The Biggest Shift in Supercomputing Since GPU Acceleration
For years, the pace of change in large-scale supercomputing neatly tracked with the curve of Moore’s Law. …
AI
Unifying Massive Data at Cloud Scale
Enterprises continue to struggle with the issue of data: how to process and move the massive amounts that are coming in from multiple sources, how to analyze the different types of data to best leverage its capabilities, and how to store and unify it across various environments, including on-premises infrastructure and cloud environments. …
AI
Machine Learning on Stampede2 Supercomputer to Bolster Brain Research
In our ongoing quest to understand the human mind and banish abnormalities that interfere with life we’ve always drawn upon the most advanced science available. …
AI
Logistics in Application Path of Neural Networks
Accurately forecasting resource demand within the supply chain has never been easy, particular given the constantly changing nature of the data over periods of time. …
AI
FPGA Startup Gathers Funding Force for Merged Hyperscale Inference
Around this time last year, we delved into a new FPGA-based architecture that targeted efficient, scalable machine learning inference from startup DeePhi Tech. …
AI
Big Bang For The Buck Jump With Volta DGX-1
One of the reasons why Nvidia has been able to quadruple revenues for its Tesla accelerators in recent quarters is that it doesn’t just sell raw accelerators as well as PCI-Express cards, but has become a system vendor in its own right through its DGX-1 server line. …
AI
Cray Supercomputing as a Service Becomes a Reality
For a mature company that kickstarted supercomputing as we know it, Cray has done a rather impressive job of reinventing itself over the years. …
AI
When Will AI Replace Traditional Supercomputing Simulations?
The science fiction of a generation ago predicted a future in which humans were replaced by the reasoning might of a supercomputer. …