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Video: Baidu Releases Fast Allreduce Library for Deep Learning

In this video, from Andrew Gibiansky from Baidu describes baidu-allreduce, a newly released C library that enables faster training of neural network models across many GPUs. The library demonstrates the allreduce algorithm, which you can embed into any MPI-enabled application. “”Neural networks have grown in scale over the past several years, and training can require a massive amount of data and computational resources. To provide the required amount of compute power, we scale models to dozens of GPUs using a technique common in high-performance computing but underused in deep learning.”

NVIDIA and Baidu Partner Up to Accelerate AI

Today NVIDIA and Baidu today announced a broad partnership to bring the world’s leading artificial intelligence technology to cloud computing, self-driving vehicles and AI home assistants. “We believe AI is the most powerful technology force of our time, with the potential to revolutionize every industry. Our collaboration aligns our exceptional technical resources to create AI computing platforms for all developers – from academic research, startups creating breakthrough AI applications, and autonomous vehicles.”

Baidu Deep Learning Service adds Latest NVIDIA Pascal GPUs

“Baidu and NVIDIA are long-time partners in advancing the state of the art in AI,” said Ian Buck, general manager of Accelerated Computing at NVIDIA. “Baidu understands that enterprises need GPU computing to process the massive volumes of data needed for deep learning. Through Baidu Cloud, companies can quickly convert data into insights that lead to breakthrough products and services.”

Andrew Ng Leaving Baidu for Next Chapter in AI

“As the founding lead of the Google Brain project, and more recently through my role at Baidu, I have played a role in the transformation of two leading technology companies into “AI companies.” But AI’s potential is far bigger than its impact on technology companies. I will continue my work to shepherd in this important societal change. In addition to transforming large companies to use AI, there are also rich opportunities for entrepreneurship as well as further AI research.”

Andrew Ng on why Artificial Intelligence is the New Electricity

“Electricity transformed industries: agriculture, transportation, communication, manufacturing. I think we are now in that phase where AI technology has advanced to the point where we see a clear path for it to transform multiple industries.” Specifically, Ng sees AI being particularly influential in entertainment, retail, and logistics.

Mellanox Ethernet Accelerates Baidu Machine Learning

Today Mellanox announced that Spectrum Ethernet switches and ConnectX-4 100Gb/s Ethernet adapters have been selected by Baidu, the leading Chinese language Internet search provider, for Baidu’s Machine Learning platforms. The need for higher data speed and most efficient data movement placed Spectrum and RDMA-enabled ConnectX-4 adapters as key components to enable world leading machine learning […]

Podcast: Where Deep Learning Is Going Next

In this Nvidia podcast, Bryan Catanzaro from Baidu describes how machines with Deep Learning capabilities are now better at recognizing objects in images than humans. “AI gets better and better until it kind of disappears into the background,” says Catanzaro — NVIDIA’s head of applied deep learning research — in conversation with host Michael Copeland on this week’s edition of the new AI Podcast. “Once you stop noticing that it’s there because it works so well — that’s when it’s really landed.”

FPGAs Accelerate Machine Learning at Baidu

Xilinx has announced that Baidu, a Chinese language Internet search provider, is utilizing Xilinx FPGAs to accelerate machine learning applications in its datacenters in China. “Acceleration is essential to keep up with the rapidly increasing data centre workloads that support our growth,” said Yang Liu, executive director at Baidu.

Mellanox Receives Baidu Award for Innovation in Machine Learning

Today Mellanox announced it has received the Award for Technology Innovation from Baidu, Inc. The award recognizes Mellanox’s achievements in designing and delivering a high-performance, low latency interconnect technology solution that positively impacts Baidu’s business. Mellanox Technologies received the award at the 2016 Baidu Datacenter Partner Conference, Baidu’s annual gathering of key datacenter partners, and was the only interconnect provider in this category.

Video: Analyst Crossfire from ISC 2016

In this this lively panel discussion from ISC 2016, moderator Addison Snell asks visionary leaders from the supercomputing community to comment on forward-looking trends that will shape the industry this year and beyond.