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GTC On-Demand

Get insight into how GPU computing is transforming how developers, engineers, programmers, researchers, and academics accelerate research and mission-critical applications. Explore this library of recordings and presentations from NVIDIA and its partners.


 
Deep Learning and AI
Presentation
Media
Keynote
Jensen Huang (NVIDIA)
Don't miss this keynote from NVIDIA Founder & CEO, Jensen Huang, as he speaks on the future of computing. ...Read More

Don't miss this keynote from NVIDIA Founder & CEO, Jensen Huang, as he speaks on the future of computing.

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Keywords:
Deep Learning and AI, Data Center and Cloud Computing, Virtual Reality and Augmented Reality, Self-Driving Cars, Intelligent Video Analytics, GTC 2017 - ID S7820
Streaming:
 
Generative Adversarial Networks
Ian Goodfellow (Google)
Generative adversarial networks are machine learning models that can generate new data drawn from the same distribution as the training data. They are widely used for image generation tasks and are beginning to be used for video generation and r ...Read More

Generative adversarial networks are machine learning models that can generate new data drawn from the same distribution as the training data. They are widely used for image generation tasks and are beginning to be used for video generation and reinforcement learning. We'll describe the basics of how GANs work and summarize their latest applications.

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Keywords:
Deep Learning and AI, AI Startup, Algorithms, GTC 2017 - ID S7502
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Caffe2: A New Lightweight, Modular, and Scalable Deep Learning Framework
Yangqing Jia (Facebook)
Caffe2 is a new lightweight, modular, and scalable deep learning framework refactored from the previous Caffe. Caffe2 is widely used at Facebook for production to enable new AI experiences. We'll explain the strengths of Caffe2 and many improvements ...Read More
Caffe2 is a new lightweight, modular, and scalable deep learning framework refactored from the previous Caffe. Caffe2 is widely used at Facebook for production to enable new AI experiences. We'll explain the strengths of Caffe2 and many improvements we made from the original Caffe.  Back
 
Keywords:
Deep Learning and AI, Tools and Libraries, GTC 2017 - ID S7601
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Deep Learning Demystified
Will Ramey (NVIDIA)
What is deep learning? In what fields is it useful, and how does it relate to artificial intelligence? Join this session to get a working understanding of deep learning and why this powerful new technology is getting so much attention. Learn how ...Read More

What is deep learning? In what fields is it useful, and how does it relate to artificial intelligence? Join this session to get a working understanding of deep learning and why this powerful new technology is getting so much attention. Learn how deep neural networks are trained to perform tasks with super-human accuracy, and the challenges organizations face in adopting this new approach. We'll also cover the software, hardware, and training resources that many organizations are using to overcome the challenges and deliver breakthrough results.

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Keywords:
Deep Learning and AI, GTC 2017 - ID S7457
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Programming Languages
Presentation
Media
CUDA 9 and Beyond
Mark Harris (NVIDIA)
CUDA is NVIDIA's parallel computing platform and programming model. You'll learn about new programming model enhancements and performance improvements in the latest release of CUDA; preview upcoming GPU programming technology; and gain i ...Read More

CUDA is NVIDIA's parallel computing platform and programming model. You'll learn about new programming model enhancements and performance improvements in the latest release of CUDA; preview upcoming GPU programming technology; and gain insight into the philosophy driving the development of CUDA and how it will take advantage of current and future GPUs. You will learn about NVIDIA's vision for CUDA and the challenges for the future of parallel software development.

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Keywords:
Programming Languages, Tools and Libraries, GTC 2017 - ID S7132
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Inside Volta
Luke Durant (NVIDIA), Olivier Giroux (NVIDIA)
The NVIDIA Volta architecture powers the worlds most advanced data center GPU for AI, HPC, and Graphics. Features like Independent Thread Scheduling and game-changing Tensor Cores enable Volta to simultaneously deliver the fastest and most acces ...Read More

The NVIDIA Volta architecture powers the worlds most advanced data center GPU for AI, HPC, and Graphics. Features like Independent Thread Scheduling and game-changing Tensor Cores enable Volta to simultaneously deliver the fastest and most accessible performance of any comparable processor. Join two lead hardware and software architects for Volta on a tour of the features that will make Volta the platform for your next innovation in AI and HPC supercomputing.

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Keywords:
Programming Languages, GTC 2017 - ID S7798
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