Marc Hamilton, Vice President, Solution Architecture & Engineering

THE ACCELERATED DATA CENTER

2

MULTIPLE GROWTH DRIVERS IN THE MODERN DATA CENTER

HPC CLOUD VIRTUALIZATION

“In 2015, more than half of newly installed systems will incorporate accelerators.” -Intersect 360

80% y-y growth for GRID (deployed/pilots/trials)

World’s five largest Internet companies using GPUs

3

GPUS TURBOCHARGING CLOUD COMPUTING

“We love GPU cards. We just use a lot of them.”

— Jeff Dean, Google

“In five years, we think 50% of queries will be speech or images.”

— Andrew Ng, Baidu

CPU Optimized for Serial Tasks

GPU Accelerator Optimized for Parallel Tasks

Accelerated Computing

3 Drivers for Deep Learning

More Data Better Models Powerful GPU Accelerators

Tree

Cat

Dog

Deep Learning Framework

“turtle”

Forward Propagation

Compute weight update to nudge from “turtle” towards “cat”

Backward Propagation

Trained Neural Net Model

“cat”

Repeat

Training

Inference

7

THE ACCELERATED DATA CENTER

Flexible Pascal and NVLink Architecture

Quadro Design

Software

Iray

GRID Virtualization

Software

vGPU

Tesla HPC

Software

CUDA

Deep Learning Software

cuDNN

Tesla Accelerated Computing Platform