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RE-Work Deep Learning Summit - September 2016

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Intel Nervana
Intel Nervana

Arjun Bansal presenting at RE-Work on Catalyzing Deep Learning's Impact in the Enterprise.

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Proprietary and confidential. Do not distribute. Catalyzing Deep Learning's Impact in the Enterprise SEPTEMBER 2016 MAKING MACHINES SMARTER.™
Proprietary and confidential. Do not distribute. AI can transform the world for the better 2 SAFER HEALTHIER HAPPIER
Proprietary and confidential. Do not distribute. But how does your enterprise win in this space? 3
Proprietary and confidential. Do not distribute. 1. Use an existing model 4 SegNet AIICNN bAbI Q&A GoogLeNet Alexnet Deep Speech 2 VGG Video Activity Detection Sentiment Analysis Speech RecognitionDeep Reinforcement Learning Object Localization
Proprietary and confidential. Do not distribute. 1. Use an existing model 5 Image classification car roadsidewalk building tree bicyclist street sign Video activity detection
Proprietary and confidential. Do not distribute. 2. Train on your data 6 Cat! Dog! Cat??? Dog???
Proprietary and confidential. Do not distribute. TALENT POOL Talent is tight 7
Proprietary and confidential. Do not distribute. 8 3. Use Professional Services GIVE A PERSON A FISH
Proprietary and confidential. Do not distribute. 4. Train your staff 9 TEACH THEM
 HOW TO FISH
Proprietary and confidential. Do not distribute. 5. Evaluate lock-in 10
Proprietary and confidential. Do not distribute. 6. If your org requires it - have an on premise plan 11 Buys and 
 provisions
 enterprise brands 
 piecemeal Managed with 
 VMware Organized and 
 managed with 
 vblocks Commodity 
 hardware + 
 OpenStack Uses Public 
 Cloud
Proprietary and confidential. Do not distribute. 6. …or go straight to a cloud service 12 Buys and 
 provisions
 enterprise brands 
 piecemeal Managed with 
 VMware Organized and 
 managed with 
 vblocks Commodity 
 hardware + 
 OpenStack Uses Public 
 Cloud SKIP UNNECESSARY SPENDING
Proprietary and confidential. Do not distribute. 7. Use a scalable cloud service 13
Proprietary and confidential. Do not distribute. 14 7. Use a scalable cloud service
Proprietary and confidential. Do not distribute. 8. Embrace ludicrous speed 15 DEEP LEARNING PROCESSOR 55 TeraOps
Proprietary and confidential. Do not distribute. 8. Embrace ludicrous speed 16 GPUs:Graphics :: DL-PUs:AI Source:Twitter @Bill_Gross
Proprietary and confidential. Do not distribute. 9. Plan a Data Strategy 17 … 55 TOps
Proprietary and confidential. Do not distribute. 10. Have a deployment strategy 18
Proprietary and confidential. Do not distribute. Nervana has you covered 19 neon cloud + platform Revised 8/1/2016 Page 1 of 6 Nervana DLA: The world’s most advanced deep learning platform — now in a box! The Nervana Deep Learning Platform is a full-stack, user- friendly, turnkey system that enables businesses to develop and deploy high-accuracy artificial intelligence solutions in record time. Nervana Cloud is a hosted version of the Nervana Deep Learning Platform that enables all the innovation that the cloud provides while incorporating privacy and data protection best practices to keep your data safe. For companies that prefer to keep their data onsite for regulatory or business reasons, Nervana offers the Nervana DLA appliance as an alternative to Nervana Cloud. The Nervana DLA provides the same deep learning capabilities as Nervana Cloud via a secure, physical server that can be integrated directly into your IT infrastructure along with your data storage and identity management systems (Figure 1). Nervana’s intelligent deep learning management and scheduling software allows you to stack one or more Nervana DLAs in order to share their considerable compute resources across teams. The Nervana DLA is available in two models — the 8G and the 8E. The Nervana DLA 8G includes eight NVIDIA Geforce GTX Titan X Maxwell GPUs, and the Nervana DLA 8E includes eight Nervana Engines — custom ASICs that are optimized for deep learning. This data sheet summarizes the key capabilities of the Nervana DLA, including: ● Software that streamlines the complete deep learning lifecycle ● Hardware and software designed for maximum speed ● Built-in stackability to grow with your business Figure 4. Nervana Engines can be interconnected via bi-directional high-band achieve near-linear training speedup across multiple Nervana DLA 8E applian Built-in stackability to grow with your business The Nervana DLA was designed from the ground up for “stackability” so it is e deep learning capabilities as your business needs require. We already discus advantage associated with interconnecting multiple Nervana DLA 8E applianc boasts a number of other stackability features (Table 3) that make it easy to e learning infrastructure. engine
Proprietary and confidential. Do not distribute. Nervana in action 20 Healthcare: Tumor detection Automotive: Speech interfaces Finance: Time-series search engine Positive: Negative: Agricultural Robotics Oil & Gas Positive: Negative: Proteomics: Sequence analysis Query: Results:
NERVANA

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RE-Work Deep Learning Summit - September 2016

  • 1. Proprietary and confidential. Do not distribute. Catalyzing Deep Learning's Impact in the Enterprise SEPTEMBER 2016 MAKING MACHINES SMARTER.™
  • 2. Proprietary and confidential. Do not distribute. AI can transform the world for the better 2 SAFER HEALTHIER HAPPIER
  • 3. Proprietary and confidential. Do not distribute. But how does your enterprise win in this space? 3
  • 4. Proprietary and confidential. Do not distribute. 1. Use an existing model 4 SegNet AIICNN bAbI Q&A GoogLeNet Alexnet Deep Speech 2 VGG Video Activity Detection Sentiment Analysis Speech RecognitionDeep Reinforcement Learning Object Localization
  • 5. Proprietary and confidential. Do not distribute. 1. Use an existing model 5 Image classification car roadsidewalk building tree bicyclist street sign Video activity detection
  • 6. Proprietary and confidential. Do not distribute. 2. Train on your data 6 Cat! Dog! Cat??? Dog???
  • 7. Proprietary and confidential. Do not distribute. TALENT POOL Talent is tight 7
  • 8. Proprietary and confidential. Do not distribute. 8 3. Use Professional Services GIVE A PERSON A FISH
  • 9. Proprietary and confidential. Do not distribute. 4. Train your staff 9 TEACH THEM
 HOW TO FISH
  • 10. Proprietary and confidential. Do not distribute. 5. Evaluate lock-in 10
  • 11. Proprietary and confidential. Do not distribute. 6. If your org requires it - have an on premise plan 11 Buys and 
 provisions
 enterprise brands 
 piecemeal Managed with 
 VMware Organized and 
 managed with 
 vblocks Commodity 
 hardware + 
 OpenStack Uses Public 
 Cloud
  • 12. Proprietary and confidential. Do not distribute. 6. …or go straight to a cloud service 12 Buys and 
 provisions
 enterprise brands 
 piecemeal Managed with 
 VMware Organized and 
 managed with 
 vblocks Commodity 
 hardware + 
 OpenStack Uses Public 
 Cloud SKIP UNNECESSARY SPENDING
  • 13. Proprietary and confidential. Do not distribute. 7. Use a scalable cloud service 13
  • 14. Proprietary and confidential. Do not distribute. 14 7. Use a scalable cloud service
  • 15. Proprietary and confidential. Do not distribute. 8. Embrace ludicrous speed 15 DEEP LEARNING PROCESSOR 55 TeraOps
  • 16. Proprietary and confidential. Do not distribute. 8. Embrace ludicrous speed 16 GPUs:Graphics :: DL-PUs:AI Source:Twitter @Bill_Gross
  • 17. Proprietary and confidential. Do not distribute. 9. Plan a Data Strategy 17 … 55 TOps
  • 18. Proprietary and confidential. Do not distribute. 10. Have a deployment strategy 18
  • 19. Proprietary and confidential. Do not distribute. Nervana has you covered 19 neon cloud + platform Revised 8/1/2016 Page 1 of 6 Nervana DLA: The world’s most advanced deep learning platform — now in a box! The Nervana Deep Learning Platform is a full-stack, user- friendly, turnkey system that enables businesses to develop and deploy high-accuracy artificial intelligence solutions in record time. Nervana Cloud is a hosted version of the Nervana Deep Learning Platform that enables all the innovation that the cloud provides while incorporating privacy and data protection best practices to keep your data safe. For companies that prefer to keep their data onsite for regulatory or business reasons, Nervana offers the Nervana DLA appliance as an alternative to Nervana Cloud. The Nervana DLA provides the same deep learning capabilities as Nervana Cloud via a secure, physical server that can be integrated directly into your IT infrastructure along with your data storage and identity management systems (Figure 1). Nervana’s intelligent deep learning management and scheduling software allows you to stack one or more Nervana DLAs in order to share their considerable compute resources across teams. The Nervana DLA is available in two models — the 8G and the 8E. The Nervana DLA 8G includes eight NVIDIA Geforce GTX Titan X Maxwell GPUs, and the Nervana DLA 8E includes eight Nervana Engines — custom ASICs that are optimized for deep learning. This data sheet summarizes the key capabilities of the Nervana DLA, including: ● Software that streamlines the complete deep learning lifecycle ● Hardware and software designed for maximum speed ● Built-in stackability to grow with your business Figure 4. Nervana Engines can be interconnected via bi-directional high-band achieve near-linear training speedup across multiple Nervana DLA 8E applian Built-in stackability to grow with your business The Nervana DLA was designed from the ground up for “stackability” so it is e deep learning capabilities as your business needs require. We already discus advantage associated with interconnecting multiple Nervana DLA 8E applianc boasts a number of other stackability features (Table 3) that make it easy to e learning infrastructure. engine
  • 20. Proprietary and confidential. Do not distribute. Nervana in action 20 Healthcare: Tumor detection Automotive: Speech interfaces Finance: Time-series search engine Positive: Negative: Agricultural Robotics Oil & Gas Positive: Negative: Proteomics: Sequence analysis Query: Results: