sap and nvidia: bringing ml to the enterprise · 2017-11-06 · training performance vs other gpu...
TRANSCRIPT
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
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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
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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.”
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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