Deep Learning on Your Desktop With NVIDIA GPU Cloud and NVIDIA TITAN

1. DEEP LEARNING ON YOUR DESKTOP WITH NVIDIA GPU CLOUD AND NVIDIA TITAN Chris Kawalek Sr. Product Marketing Manager, NVIDIA GPU Cloud, NVIDIA Adam Beberg Principal Architect, Distributed Systems, NVIDIA

2. Challenges when working with complex software NVIDIA GPU Cloud (NGC) overview Using NGC on your desktop PC with TITAN V AGENDA Desktop PC best practices and configuration tips Next steps GTC 2018 Q&A 2

3. CHALLENGES WITH COMPLEX SOFTWARE Current DIY GPU-accelerated AI and HPC deployments can be complex and time consuming to build, test and maintain Open Source Frameworks Development of software by the community is moving very fast NVIDIA Libraries Requires high level of expertise to manage driver, library, framework/application dependencies NVIDIA Container Runtime NVIDIA Driver NVIDIA GPU 3

4. NVIDIA GPU CLOUD Simple access to a comprehensive catalog of GPU-accelerated software 4

5. GPU-ACCELERATED DEEP LEARNING SOFTWARE CONTAINERS Deep learning everywhere, for everyone Innovation for Every Industry Quickly tap into the power of NVIDIA AI, from automotive, to healthcare, to fintech, and more Say Goodbye to DIY Ready-to-run deep learning software containers, tuned, tested, and certified by NVIDIA Stay Up To Date Monthly updates to deep learning containers NVIDIA GPU Cloud integrates GPU-optimized deep learning frameworks, runtimes, libraries, and OS into a ready-to-run container, available at no charge 5

6. WHY CONTAINERS? Benefits of Containers: Simplify deployment of GPU-accelerated software, eliminating time-consuming software integration work NVIDIA CONTAINER RUNTIME Isolate individual deep learning frameworks and applications Share, collaborate, and test applications across different environments 6 6

7. DEEP LEARNING ACROSS PLATFORMS NVIDIA TITAN (powered by NVIDIA Volta or NVIDIA Pascal) NVIDIA DGX-1 and DGX Station Amazon EC2 P3 instances with NVIDIA Volta 7

8. NVIDIA GPU CLOUD AND TITAN V Deep learning on your desktop, easier than ever 8

9. GPU-OPTIMIZED DEEP LEARNING SOFTWARE Tuned, tested, certified, and maintained by NVIDIA NVCaffe TensorFlow Caffe2 Theano Microsoft Cognitive Toolkit (CNTK) Torch CUDA (base level container for developers) DIGITS MXNet NEW! – NVIDIA TensorRT inference accelerator with ONNX support PyTorch 9

10. ALWAYS UP-TO-DATE Monthly updates from NVIDIA to deep learning containers Containerized Applications NVIDIA Container Runtime NVIDIA Container Runtime NVIDIA Container Runtime NVIDIA Container Runtime NVIDIA Container Runtime . . . Other Frameworks and Apps CNTK Tuned SW Caffe2 Tuned SW PyTorch Tuned SW Tuned SW TF Tuned SW CUDA RT CUDA RT CUDA RT CUDA RT CUDA RT Linux Kernel + CUDA Driver 10

11. HOW TO USE NVIDIA GPU CLOUD WITH NVIDIA TITAN V 11

12. NGC WITH TITAN V DEMONSTRATION VIDEO https://youtu.be/sU-dLSWNTMc 12

13. DESKTOP PC BEST PRACTICES Requirements and configuration tips NVIDIA Volta or Pascal-powered TITAN GPU (supported), or other Volta/Pascal GPU Linux OS - Ubuntu 16.04 recommended Containers do not add much RAM or CPU overhead of their own, but deep learning can be RAM and CPU intensive Latest CUDA drivers, Docker, and NVIDIA Container Runtime 13

14. NVIDIA GPU CLOUD AND NVIDIA TITAN V GPU-optimized deep learning on your desktop NVIDIA optimized deep learning software containers Containers remove DIY complexity and are always up to date Tuned, tested, and certified for NVIDIA TITAN (powered by NVIDIA Volta and Pascal), NVIDIA DGX Systems, and in the cloud NVIDIA GPU Cloud and NVIDIA TITAN let you develop on your desktop and scale out 14

15. NEXT STEPS If you’re ready to jump into deep learning with NGC and TITAN V: Sign up for NGC at no charge www.nvidia.com/ngcsignup Download and try NGC containers ngc.nvidia.com Check out TITAN V on nvidia.com www.nvidia.com/titanv If you want to learn more: Watch NVIDIA webinars e.g. Deep Learning Demystified, Deep Learning for Everyone with NVIDIA GPU Cloud www.nvidia.com/object/webinar-portal.html Deep Learning Institute online training www.nvidia.com/dli Deep learning on developer.nvidia.com developer.nvidia.com/deep-learning 15

16. NVIDIA DEEP LEARNING INSTITUTE Hands-on training for data scientists and software engineers Helping the world to solve challenging problems using AI and deep learning On-site workshops and online courses presented by certified instructors Covering complete workflows for proven application use cases Self-Driving Cars, Healthcare, Intelligent Video Analytics, IoT/Robotics, Finance and more www.nvidia.com/dli 16

17. March 26—29, 2018 | Silicon Valley | #GTC18 www.gputechconf.com ADVANCE YOUR DEEP LEARNING TRAINING AT GTC Don’t miss the world’s most important event for GPU developers CONNECT Connect with technology experts from NVIDIA and other leading organizations LEARN Gain insight and valuable hands-on training through hundreds of sessions and research posters DISCOVER See how GPU technologies are creating amazing breakthroughs in important fields such as deep learning INNOVATE Hear about disruptive innovations as early-stage companies and startups present their work Register with code NVCKAWALEK for a 25% discount at www.nvidia.com/gtc 17

18. S8497 Inside NVIDIA GPU Cloud Deep Learning Framework Containers (Mon 3/26, 10:30 AM) S8669 Deep Learning Demystified (Mon 3/26, 10:00 AM) S8276 How to Use NGC Containers on AWS (Tues 3/26, 4:00 PM) S8286 Quick and Easy DL Workflow Proof of Concept (Mon 3/27, 9:00 AM) S8622 Predicting 4G Wireless Network Quality with Deep-Learning Algorithm (Wed Mar 28, 11:00 AM) S8849 GE's Evolution from HPC to AI in Healthcare (Tue Mar 27, 2:00 PM) CE8117 Connect with the NVIDIA GPU Cloud Deep Learning Experts (Wed Mar 28, 2:00 PM) NVIDIA GPU Cloud Meetup (Tue, Mar 27, 7:00 PM) Please RSVP: http://info.nvidia.com/nvidia-gpu-cloud-meetup-gtc18.html 18