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Lenovo HPC and AI: Strategy and ProductsLuigi Brochard, Distinguished engineer, HPC and Artificial Intelligence
PRC HPC Summit, June 30, 2017
2
Topics
Topics
Who we are in HPC
ThinkSystem Announcements
1
2
3
4
Our AI Mission and Vision
Conclusion
3
United States
Lenovo powers research innovation at:
Harvard University
MIT
Caltech
Princeton University
Yale University
University of Chicago
UK
Largest Astrophysics computer worldwide
Lenovo powers research innovation at:
University of Oxford
Imperial College London
Denmark
Largest Supercomputer built on Lenovo systems
VESTAS
HPC and Data Analytics
Germany
First warm water-cooled system in world built on
Lenovo systems
LRZ
Italy
Largest Supercomputer built on Lenovo systems
CINECA
3 of top 6 supercomputers are built
on Lenovo systems
CINECA / ENI
China
Twice as many Xeon PetaFLOPS than
closest competitor
Australia
Largest single system for AI research & training
Univ. of Adelaide
Malaysia
Largest Water cooled System in Asia
Metrological Malaysia
Lenovo HPC Around the World
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#1 Intel Skylake Cluster on TOP500!
• 48 racks with 3,450 ThinkSystem SD530 nodes
• Skylake 8160 - Next generation Xeon processors
• Central memory of 390 Terabytes
• Over 11 Petaflop/s, 10 times more performance than the MareNostrum3
• Consumes only 30% more power, reaching 1.3 MW/year
6.2 PF
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A Relentless Pursuit of Better
Different is BetterThe Future-Ready Data Center
Server, storage & networking solutionsfor the future-ready data center
Next Generation IT for software-defined infrastructure
Engineered Solutions
Lenovo Services
Simplify infrastructure, workload & service delivery
A relationship of trust across every phase of the IT lifecycle
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A Relentless Pursuit of Better
Different is BetterThe Future-Ready Data Center
Server, storage & networking solutionsfor the future-ready data center
Next Generation IT for software-defined infrastructure
Engineered Solutions
Lenovo Services
Simplify infrastructure, workload & service delivery
A relationship of trust across every phase of the IT lifecycle
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ML/AI End-to-End WorkflowRequires specialized architectures for each process step
Store Train Deploy
ModelData
• Storage
• Preparation
• Feeding
• Hadoop/Spark
• HPC characteristics
- Compute intensive
- Scale up and out
- Accelerators/high-
speed networks
• Enterprise/device
computing
• Scale out architectures
• CPU/accelerators
Input
Big Data Training Inference/Scoring
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DATA (STRUCTURED / UNSTRUCTUED)
AI EXPERTS AND CONSULTANTS
AI HW / SW RESOURCES
Barriers to AI Adoption
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INFRASTRUCTURE
PARTNERS
FRAMEWORKS
RESEARCHINSTITUTIONS
TECHNOLOGYPARTNERS
ECOSYSTEMPARTNERS
STUTTGARTGERMANY
MORRISVILLEU.S.A
BEIJINGCHINA
Announcing: Lenovo AI Innovation Center
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ACCESS TO EXPERTs
AI INFRASTRUCTURE
TOOLS FOR FAST START
OCTOBER 2017
Announcing: Lenovo AI Innovation Center
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INTEL NVIDIAINTEL NVIDIA
Deep Learning HW Portfolio
x3650 + GPU (P40)
SD530+ 2 GPU (P100/P40)
x3650 + 2GPU
BDW Xeon (x3550/3650)
Knights Landing Server
2017-182016-17
NeXtScale + 4GPU (P100/P40)
Infe
ren
ce
SKL Xeon(SR 550/650)
Knights Mill Server
SR650 + P40
2U + 2GPU (P100/P40)
Develop HW
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Adding AI Frameworks to LiCO
• AI Frameworks will be integrated and orchestrated for distributed training
• GUI for managing AI workflows such as creating, submitting, monitoring and validating AI jobs
Workflow GUI
Configure neural networks
Monitor training Validate accuracy
Develop HW
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Reference Architectures for AIBring it all together
Big data nodes
Training nodes
Inference nodes
Networking
Value of Lenovo AI RA: Eliminates the complexity in configuring the right infrastructure to deploy AI end-to-end for optimum performance
• Infrastructure for high volume movement of data, training and inference
• End-to-end solution verification
• Documentation, best practices, and configurations
Management nodes
Develop Solutions
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Lenovo HPC & AI Strategy and Vision
Expand reach with our partner ecosystem 01
02Invest across engineering and technological innovation
Deliver E2E AI specific solutions and services 03