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Jim McHugh, Nov 2017 | SAP Leonardo Live SAP AND NVIDIA: BRINGING ML TO THE ENTERPRISE

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Page 1: SAP AND NVIDIA: BRINGING ML TO THE ENTERPRISE · 2017-11-06 · training performance vs other GPU systems 10X I/O performance with 2nd generation NVLink vs PCIe-connected GPU’s

Jim McHugh, Nov 2017 | SAP Leonardo Live

SAP AND NVIDIA: BRINGING ML TO THE ENTERPRISE

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GPU COMPUTING AT THE HEART OF AINew Advancements Leapfrog Moore’s Law

Performance Beyond Moore’s Law Big Bang of Modern AI

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NVIDIAThe AI computing platform

ONE ARCHITECTURE — CUDA

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NVIDIA DGX: THE ESSENTIAL TOOL FOR AI

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NVIDIA GPU CLOUD

Innovate in minutes, not weeksRemoves all the DIY complexity of deep learning software integration

Deep learning across platformsRuns locally on DGX systems or on Cloud Service Provider GPU instances

Always up to dateMonthly updates by NVIDIA to ensure maximum performance

Deep learning everywhere, for everyone

NVIDIA GPU Cloud integrates GPU-optimized

deep learning frameworks, runtimes,

libraries, and OS into a ready-to-run

container, available at no charge

Page 6: SAP AND NVIDIA: BRINGING ML TO THE ENTERPRISE · 2017-11-06 · training performance vs other GPU systems 10X I/O performance with 2nd generation NVLink vs PCIe-connected GPU’s

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+ = IntelligentEnterprise

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BUILD YOUR INTELLIGENT ENTERPRISE NOWMakes machine learning incredibly simple

76% of the world’s

transaction revenue

25 industries

12 lines of business

The world’s largest

business network

Data

Science

Platform

Intelligent

Services

Intelligent Apps

Conversational Interfaces

Machine Learning

SAP Leonardo Business Outcomes

Increase

revenue

Re-imagine

processes

Quality time

at work

Customer

satisfaction

Enabling

innovations

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REIMAGINE YOUR VALUE CHAIN WITH MACHINE LEARNING

Marketing

Finance

R&D and

Design

Human resources

Operations

Sales &

service

Inbound

logistics

Outbound

logistics

Procurement

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SAP BRAND IMPACTReimagine marketing and sponsorship engagements

Fast: Near real-timeAccurate and scalable

to millions of hours

Transparent

Interactive interface

Time-annotated

impact indicator API

for combining data

with CRM, ERP,

Web site stats

Video

Brand logos

Exposure metrics

for business impact

SAP Brand Impact automatically analyzes brand exposure in video and images by leveraging

advanced computer vision techniques. It helps media agencies, production companies, and

brands to gain accurate, timely insights into sponsoring and advertising ROI.

Machine Learning

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SAP SERVICE TICKET INTELLIGENCE Accelerate customer service in an omnichannel front office

Service tickets

Knowledge

base articles

Classifications

Resolutions

Routing

SAP Service Ticketing automatically processes customer enquiries to deliver

best-in-class customer service.

Machine Learning

Improve service

response times with

automated processing

Allows customer

service to scale with

increased digital

interactions

Improve service

response times with

automated processing

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SAP ACCOUNTS PAYABLEStreamline invoice to record payment process

Incoming

invoices

Increased

compliance,

decreased cost

SAP Accounts Payable is an ever-expanding suite of machine learning services for the

automation of your accounts payable process.

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SAP LEONARDO MACHINE LEARNING FOUNDATION

ImageImage classification

Image feature extraction

Product image classification

TextDocument feature extraction

Similarity scoring

Product text classification

Topic detection

Translation

Tabular & Time-SeriesTime series changepoint detection

Time series forecasting

Functional services on api.sap.com

10

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REVOLUTIONARY AI PERFORMANCE

3X system performance over prior generation

Software stack delivers additional 30% faster training performance vs other GPU systems

10X I/O performance with 2nd generation NVLink vs PCIe-connected GPU’s

New Tensor Core architecture inspired by the demands of deep learning

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As SAP Chief Innovation Officer JuergenMueller explains, “We are proud to be the

first enterprise world-wide that has NVIDIA Volta technology in their

productive machine learning environment.”

Page 17: SAP AND NVIDIA: BRINGING ML TO THE ENTERPRISE · 2017-11-06 · training performance vs other GPU systems 10X I/O performance with 2nd generation NVLink vs PCIe-connected GPU’s

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NVIDIA DEEP LEARNING PLATFORMEverywhere

DGX SYSTEMS CLOUD

Servers in Every Shape and Size

TESLA

The Essential AI Tools for Instant Productivity Everywhere

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HOW TO GET STARTED?

What problems would you like

to solve?

What kind of people do you

need?

Which tools will you use?

What challenges will

you face?

Where do you want to train and deploy?

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NVIDIA DEEP LEARNING INSTITUTE

Training organizations and individuals to solve challenging problems using Deep Learning

On-site workshops and online courses presented by certified experts

Covering complete workflows for proven application use cases. Image classification, object detection, natural language processing, recommendation systems, and more

Hands-on training for data scientists and software engineers

www.nvidia.com/dli

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FOR MORE INFORMATIONBlogs

NVIDIA and SAP Partner to Create a New Wave of AI Business Applications (NVIDIA VP and GM Jim McHugh): https://blogs.nvidia.com/blog/2017/05/10/nvidia-sap-partner/

Accelerating Enterprise Intelligence: SAP Announces NVIDIA Partnership (SAP Chief Innovation Officer JuergenMueller): http://news.sap.com/sap-nvidia-partnership/

How SAP and NVIDIA Are Helping Customers Become Intelligent Enterprises (NVIDIA VP and GM Jim McHugh): https://blogs.nvidia.com/blog/2017/05/24/sap-ai-applications

Announcement

Volta Announcement: https://news.sap.com/sap-leonardo-machine-learning-portfolio-is-first-enterprise-offering-to-use-nvidias-volta-ai-platform/

The Intelligent Enterprise: SAP Announces SAP Leonardo Machine Learning: https://t.co/PzwmVw1Z95On Demand Sessions

Day 2 SAP co-founder and chairman Prof. Hasso Plattner Keynote Replay http://events.sap.com/sapandasug/en/session/32203

Jim McHugh and Juergen Mueller Spotlight Keynote Session Replay at SAPPHIRE http://events.sap.com/sapandasug/en/session/32247

Official Website for SAP Leonardo Machine Learning

sap.com/mlEducation

Participate in the openSAP course Enterprise Machine Learning in a Nutshell (overview course)SAP Leonardo ML APIs

api.sap.com“Getting started” https://help.sap.com/viewer/p/SAP_LEONARDO_MACHINE_LEARNING_FOUNDATION

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