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Replay: GTC Keynote on Deep Learning at Baidu
"Deep Learning has transformed many important tasks, including speech and image recognition. Deep Learning systems scale well by absorbing huge amounts of data to create accurate models. The...
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Nvidia Showcases Deep Learning Technology
Nvidia’s GPU Technology Conference (GTC), being held in San Jose California this week, showcased a combination of hardware and software aimed at driving the development of a branch of machine learning...
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Radio Free HPC on the Silence of the Google
Google’s investment in artificial intelligence does more than just create better search results; it allows Google’s engineers to make constant algorithm changes right under our noses. The post Radio...
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Multi-GPU Cluster to Power Deep Learning Research at NYU
Over at the Nvidia Blog, Kimberly Powell writes that New York University has just installed a new computing system for next generation deep learning research. Called “ScaLeNet,” the eight-node...
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Numerical Optimization for Deep Learning
"With the advent of massively parallel computing coprocessors, numerical optimization for deep-learning disciplines is now possible. Complex real-time pattern recognition, for example, that can be used...
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Talking Machines Podcast Looks at Machine Learning
In this Talking Machines podcast, Katherine Gorman hosts Ryan Adams from Harvard to preview their new podcast series on machine learning. "Machine learning is changing the questions we can ask of the...
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Ren Wu Presents: Deep Learning at Scale
"We present a state-of-the-art image recognition system, Deep Image, developed using end-to-end deep learning. The key components are a custom-built supercomputer dedicated to deep learning, a highly...
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Podcast: Geoffrey Hinton on the Rise of Deep Learning
"In Deep Learning what we do is try to minimize the amount of hand engineering and get the neural nets to learn, more or less, everything. Instead of programing computers to do particular tasks, you...
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Nvidia Speeds Up Deep Learning Software
Today Nvidia updated its GPU-accelerated deep learning software to accelerate deep learning training performance. With new releases of DIGITS and cuDNN, the new software provides significant...
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Job of the Week: HPC Systems Developer for Deep Learning Startup
A leading Artificial Intelligence Technology Startup is seeking an HPC Systems Developer in our Job of the Week. The post Job of the Week: HPC Systems Developer for Deep Learning Startup appeared first...
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Video: Why is HPC so Important to AI?
In this video from the SF Big Analytics Meetup, Bryan Catanzaro from Baidu presents: Why is HPC so important to AI? "We built Deep Speech because we saw the opportunity to re-conceive speech...
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High Performance Computing GPU Accelerators in Deep Learning
Training the neural networks used in deep learning is an ideal task for GPUs because GPUs can perform many calculations at once (parallel calculations), meaning the training will take much less time...
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Agenda Posted for HPC Advisory Council China Conference
The HPC Advisory Council has published the Agenda for their China Conference. The event takes place Nov. 9 in Wuxi, China. The post Agenda Posted for HPC Advisory Council China Conference appeared...
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Interview: Baidu Speeds Deep Learning with GPU Clusters
"Deep neural networks are increasingly important for powering AI-based applications like speech recognition. Baidu's research shows that adding GPUs to the data center makes deploying big deep neural...
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Google Open Sources TensorFlow for Machine Learning
In a surprise move, Google has open-sourced TensorFlow artificial intelligence software. The powerful machine learning engine is one of Google’s successful experiments and helps the search giant in...
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Nvidia Releases Machine Learning Products for Hyperscale Datacenters
“The artificial intelligence race is on,” said Jen-Hsun Huang, co-founder and CEO of NVIDIA. “Machine learning is unquestionably one of the most important developments in computing today, on the scale...
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Video: Bryan Catanzaro on HPC and Deep Learning at SC15
In this video from SC15, Bryan Catanzaro, senior researcher in Baidu Research's Silicon Valley AI Lab describes AI projects at Baidu and how the team uses HPC to scale deep learning. Advancements in...
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Deep Learning System Replaces Hand-Engineered Components With Neural Networks
Baidu Research has unveiled new research results from its Silicon Valley AI Lab (SVAIL). Results include the ability to accurately recognize both English and Mandarin with a single learning algorithm....
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Deep Learning, Ocean Modeling, and HPCG Come to ASC16 Student Supercomputer...
Today the ASC Student Supercomputer Challenge (ASC16) announced details from their Preliminary Contest on January 6. College students from around the world were asked to design a high performance...
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Accelerating Machine Learning with Open Source Warp-CTC
Today Baidu’s Silicon Valley AI Lab (SVAIL) released Warp-CTC open source software for the machine learning community. Warp-CTC is an implementation of the #CTC algorithm for #CPUs and NVIDIA #GPUs....
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