The AI Era Ignited by GPU Deep Learning
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Transcript of The AI Era Ignited by GPU Deep Learning
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THE AI ERA IS HEREIgnited by a new computing model,
GPU Deep Learning
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This new model — where deep neural networks are trained to recognize patterns from massive amounts of data — has proven to be “unreasonably” effective at solving some of the most complex problems in computer science.
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In this era, software writes itself and machines learn.
Soon, hundreds of billions of devices will be infused with intelligence. AI will revolutionize every industry.
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To advance every aspect of AI, NVIDIA is building an end-to-end AI computing platform — one architecture that spans training, inference and the billions of intelligent devices that are coming our way.
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This is the first step to ensuring that
every industry can tap into the immense AI opportunity.READ MORE
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The global ecosystem for NVIDIA GPU Deep Learning has scaled out rapidly. Breakthrough results triggered a race to adopt AI for consumer internet services:
TRANSLATION
RECOGNITION
SEARCHRECOMMENDATIONS
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Cloud service providers, from Alibaba and Amazon to IBM and Microsoft, make the NVIDIA GPU deep learning platform available to companies large and small.
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The world’s largest enterprise technology companies have configured servers based on NVIDIA GPUs.
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The team was able to:• Process $10,900 payments per second• Cut false alarm rates by 50%• Free up resources to combat true fraud
PayPal is improving cybersecurity with deep learning
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The team trained their neural networks on millions of images uploaded by Pinterest users and then used GPUs in Amazon cloud to detect and classify objects in real-time.
Pinterest is Changing Online Retail with GPUs
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AI can solve problems that seemed well beyond our reach just a few years back.
From real-world data, computers can learn to recognize patterns too complex, too massive or too subtle for hand-crafted software or even humans.
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TRANSPORTATION
SURVEILLANCE
With GPU deep learning, this computing model can now be applied to solve challenges in the world’s largest industries.
ENTERPRISE
FACTORY
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AI TRANSPORTATION
At $10 trillion, transportation is a massive industry that AI can transform. Autonomous vehicles can reduce accidents, improve the productivity of
trucking and taxi services, and enable new mobility services.
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AI TRANSPORTATIONNVIDIA CEO Jen-Hsun Huang, at the WSJD Live conference, envisions cars using AI to customize the driving experience, so vehicles automatically adjust themselves to each individual’s preferences.
READ MORE
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BAIDU
TOMTOM
Each includes an open “cloud-to-car” platform that includes an HD map, AI algorithms and an AI supercomputer.
Both Baidu and TomTom selected NVIDIA DRIVE PX 2 for self-
driving cars.
AI TRANSPORTATION
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AI CITY
There will be 1 billion cameras in the world in 2020. Hikvision, the world leader in surveillance systems, is using AI to help make our cities safer.
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AI CITY
READ MORE
Hikvision uses the DGX-1 for network training and built a breakthrough server, called “Blade,” based on 16 Jetson TX1 processors. Blade requires 1/20 the space and 1/10 the power of the 21 CPU-based servers of equivalent performance.
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AI ENTERPRISE
IBM saw a $2 trillion opportunity in cognitive computing and announced a new POWER8 and NVIDIA Tesla P100 server designed to bring AI to the enterprise.
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On the software side, SAP announced their obtainment of two NVIDIA DGX-1 supercomputers and is actively building machine learning enterprise solutions for its 320,000 customers in 190 countries.READ MORE
AI ENTERPRISE
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AI FACTORY
There are two billion industrial robots worldwide. Japan is the
epicenter of robotics innovation.
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AI FACTORY
FANUC, the Japan-based industrial robotics giant, will build the factory of the future on the NVIDIA AI platform,
from end to end. READ MORE
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GPU deep learning is inspiring a new wave of startups — 1,500+ around the world — in healthcare, fintech, automotive, consumer web applications and more.
THE NEXT PHASE OF EVERY INDUSTRY
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Drive.ai was recently licensed to test its vehicles on California roads. It’s applying deep learning to the full driving stack.
AI STARTUP
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Benevolent.ai, based in London and one of the first recipients of DGX-1, is using deep learning for drug discovery to tackle diseases like Parkinson’s, Alzheimer’s and rare cancers.
READ MORE
AI STARTUP
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Preferred Networks, the Japan-based developer of the Chainer framework, is developing deep learning solutions for IoT.
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AI is ushering in the fourth
industrial revolution — after steam, mass production and automation.
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This “Intelligent Industrial Revolution” will drive a new wave of productivity to enable mass customization.
AI will touch everyone.READ MORE