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1
P2インスタンスUpdate
2016年11月21日
2
P2インスタンスを発表(2016/9/29)
https://aws.amazon.com/jp/blogs/news/new-p2-instance-type-for-amazon-ec2-up-to-16-gpus/
3
P2 インスタンスサイズ
4
P2 インスタンスのリージョン
• US-West-2 (Oregon)
• US-East-1 (Northern Virginia)
• EU-West-1 (Ireland)
• US GovCloud (2016/11/16)
• ...
5
P2インスタンスの価格体系
6
容易にGPUインスタンスを利用するには
7
https://developer.nvidia.com/gpu-cloud-images
8
NVIDIA製AMI
https://aws.amazon.com/marketplace/seller-profile?id=c568fe05-e33b-411c-b0ab-047218431da9
• Windows Server + ...
9
AWS製AMIも
https://aws.amazon.com/marketplace/pp/B01M0AXXQB?qid=1475211685369&sr=0-1&ref_=srh_res_product_title
プリインストール済み...
10
Deep Learning AMI 1.3にてCUDAプリインストール済みに
Update
https://console.aws.amazon.com/ec2/v2/home?region=us-east-1#Images:visibi...
11
MXNET
https://aws.amazon.com/blogs/compute/distributed-deep-learning-made-easy/
https://github.com/dmlc/mxnet/tree/mast...
12
13
Machine Learning Session at re:Invent 2016
https://www.portal.reinvent.awsevents.com/connect/search.ww#loadSearch-
sear...
14 https://www.portal.reinvent.awsevents.com/connect/sessionDetail.ww?SESSION_ID=8523
15
16
Appendix. P2P
17
Topology: p2.8xlarge
18
Topology: p2.16xlarge
19
P2.16xlarge(16GPU)は使えない?
• AWS EC2 p2.16xlarge でCUDAを使用する際に
16GPUは同時に使用できない – Qiita
– http://qiita.com/YusukeSuzuki@git...
20
Prochain SlideShare
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P2インスタンスUpdate

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P2インスタンスの11月21日時点の情報まとめ

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P2インスタンスUpdate

  1. 1. 1 P2インスタンスUpdate 2016年11月21日
  2. 2. 2 P2インスタンスを発表(2016/9/29) https://aws.amazon.com/jp/blogs/news/new-p2-instance-type-for-amazon-ec2-up-to-16-gpus/
  3. 3. 3 P2 インスタンスサイズ
  4. 4. 4 P2 インスタンスのリージョン • US-West-2 (Oregon) • US-East-1 (Northern Virginia) • EU-West-1 (Ireland) • US GovCloud (2016/11/16) • 今後もその他リージョンへの展開を予定 Update
  5. 5. 5 P2インスタンスの価格体系
  6. 6. 6 容易にGPUインスタンスを利用するには
  7. 7. 7 https://developer.nvidia.com/gpu-cloud-images
  8. 8. 8 NVIDIA製AMI https://aws.amazon.com/marketplace/seller-profile?id=c568fe05-e33b-411c-b0ab-047218431da9 • Windows Server + Driver • CUDA7.5 + Amazon Linux • DIGITS4 + Ubuntu 14.04 • etc.
  9. 9. 9 AWS製AMIも https://aws.amazon.com/marketplace/pp/B01M0AXXQB?qid=1475211685369&sr=0-1&ref_=srh_res_product_title プリインストール済み • MXNet • Caffe • Tensorflow • Theano • Torch ※要CUDAインストール Update CUDA込みAMI出ました
  10. 10. 10 Deep Learning AMI 1.3にてCUDAプリインストール済みに Update https://console.aws.amazon.com/ec2/v2/home?region=us-east-1#Images:visibility=public- images;ownerAlias=536913377013;sort=desc:name
  11. 11. 11 MXNET https://aws.amazon.com/blogs/compute/distributed-deep-learning-made-easy/ https://github.com/dmlc/mxnet/tree/master/tools/cfn
  12. 12. 12
  13. 13. 13 Machine Learning Session at re:Invent 2016 https://www.portal.reinvent.awsevents.com/connect/search.ww#loadSearch- searchPhrase=MAC3+MAC2+MAC4&searchType=session&tc=0&sortBy=abbreviationSort&p=
  14. 14. 14 https://www.portal.reinvent.awsevents.com/connect/sessionDetail.ww?SESSION_ID=8523
  15. 15. 15
  16. 16. 16 Appendix. P2P
  17. 17. 17 Topology: p2.8xlarge
  18. 18. 18 Topology: p2.16xlarge
  19. 19. 19 P2.16xlarge(16GPU)は使えない? • AWS EC2 p2.16xlarge でCUDAを使用する際に 16GPUは同時に使用できない – Qiita – http://qiita.com/YusukeSuzuki@github/items/aa5fcc4b4d06c 116c3e8 • CUDA peer resources error when running on more than 8 K80s (AWS p2.16xlarge) - NVIDIA Developer Forums – https://devtalk.nvidia.com/default/topic/970010/cuda-peer- resources-error-when-running-on-more-than-8-k80s-aws- p2-16xlarge-/?offset=3
  20. 20. 20

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