GPU in every workload Mason Wu, Solution Architect April. 2018

1 • Introduction • Tesla for HPC and AI AGENDA • GRID vGPU for Virtualization environment • for Professional visualization

2 NVIDIA A LEARNING MACHINE

GPU sparked the growth of PC gaming, redefined modern computer graphics, and revolutionized parallel computing

GPU deep learning ignited modern AI — the next era of computing

3 TESLA FOR HPC & AI

4 DEEP LEARNING IS SWEEPING ACROSS INDUSTRIES

Internet Services Medicine Media & Entertainment Security & Defense Autonomous Machines

➢ Image/Video classification ➢ Cancer cell detection ➢ Video captioning ➢ Face recognition ➢ Pedestrian detection ➢ Speech recognition ➢ Diabetic grading ➢ Content based search ➢ Video surveillance ➢ Lane tracking ➢ Natural language processing ➢ Drug discovery ➢ Real time translation ➢ Cyber security ➢ Recognize traffic signs

5 MOST ADOPTED PLATFORM FOR ACCELERATING AI

Cloud Services 2,800 300

Systems 2016 2018

Desktops

9X STARTUPS ENGAGED EVERY DEEP LEARNING VIA INCEPTION PROGRAM FRAMEWORK ACCELERATED AVAILABLE EVERYWHERE

6 TESLA STACK World’s Leading Data Center Platform for Accelerating HPC and AI

CUSTOMER USECASES Healthcare Manufacturing Engineering Molecular Weather Seismic Speech Translate Recommender Simulations Forecasting Mapping CONSUMER INTERNET ENTERPRISE APPLICATIONS SUPERCOMPUTING

Amber CHROMA INDUSTRY FRAMEWORKS +550 & APPLICATIONS LAMMPS NAMD Applications

cuBLAS cuDNN cuFFT cuRAND cuSPARSE DeepStream NCCL TensorRT NVIDIA SDK & LIBRARIES

CUDA

TESLA GPUs & SYSTEMS

TESLA GPU NVIDIA DGX NVIDIA DGX NVIDIA HGX-1 SYSTEM OEM CLOUD STATION 7 GRID VCPU FOR VIRTUALIZATION ENVIRONMENT

8 GPU VIRTUALIZATION FOR ANY WORKLOAD NVIDIA delivers GPU virtualization for both graphics and compute workloads

9 NVIDIA VIRTUAL GPU

Most Powerful Best Virtual PC for Agile GPU Accelerated Virtual Workstation Knowledge Workers Data Center

Quadro vDWS on Tesla V100, the Expanded GRID vPC delivers more Live Migration for the Mission most advanced data center GPU value to more enterprise users Critical Data Center

10 SOLUTION FOR EVERY USE CASE

Creative & Technical Knowledge Professional Worker

Uncompromised experience for professional graphics users allowing Providing business users the highest them to design on the go level of experience for all their apps on any device

Performance Scalability 11 HOW IT WORKS NVIDIA virtual GPU products deliver a GPU Experience to every Virtual Desktop

CPU Only VDI With NVIDIA Virtual GPU

Apps and VMs

NVIDIA Graphics Drivers

Apps and VMs NVIDIA Virtual GPU

Hypervisor NVIDIA virtualization software

Hypervisor

Server GPU

Server

12 QUADRO FOR PROFESSIONAL VISUALIZATION

13 DEMAND FROM THE WORLD’S LARGEST INDUSTRIES

• Desire to work with full-fidelity models driving dramatic increase in data size • Demand for photorealism throughout the design process for better insights • Need for immersive environments for faster, higher-quality decision making • Robust platform for rapid AI research, development & deployment

NVIDIA CONFIDENTIAL. DO NOT DISTRIBUTE. 14 NVIDIA QUADRO GV100

• Delivers world’s fastest real-time ray tracing on workstations for millions of artists & designers • Opens new opportunities with accelerated AI for training and inference on workstations • Accelerates CAE workloads for simulation analysts to bring optimal products to market faster

RAY TRACING AI SIMULATION

NVIDIA CONFIDENTIAL. DO NOT DISTRIBUTE. 15 TECHNOLOGIES POWERING THE AI WORKSTATION

Volta GPU HBM2 NVLink Tensor Cores

GPU

GPU

CPU

Efficient, Powerful Largest GPU Memory Scalable Performance Accelerated AI

NVIDIA CONFIDENTIAL. DO NOT DISTRIBUTE. 16 優惠代碼：GTCTWCHCH

2018年全球巡迴首站 – 台灣！ 5月30、31日 探索各項人工智慧 與深度學習的頂級盛會

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