クックパッドにおけるAWS GPUインスタンスの利用事例 / Powering by AWS GPU Instances in Cookpad Inc

https://pages.awscloud.com/P3-Launch-Event.html

Transcript

1. 
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3. ‣ ΫοΫύουͷ࣮ݧ؀ڥʹ͓͚Δ(16ར༻ঢ়گ
   ‣ 1ΠϯελϯεͷධՁ  "HFOEB
4. 
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7. 7JSUVBM
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   $MPVE  All-in on AWS since 2011 Amazon S3 Amazon RDS Amazon Redshift
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9. ྉཧ͖Ζ͘  ৞ΈࠐΈχϡʔϥϧωοτϫʔΫ
   ʹΑΔྉཧը૾ͷࣗಈೝࣝ εϚʔτϑΥϯͷࣸਅͷ಺ɺ
   ྉཧࣸਅΛࣗಈతʹऩूه࿥
10. ྉཧ͖Ζ͘  ৞ΈࠐΈχϡʔϥϧωοτϫʔΫ
    ʹΑΔྉཧը૾ͷࣗಈೝࣝ εϚʔτϑΥϯͷࣸਅͷ಺ɺ
    ྉཧࣸਅΛࣗಈతʹऩूه࿥ IUUQTTQFBLFSEFDLDPNBZFNPTNBDIJOFMFBSOJOHPQTBUDPPLQBE
11. 7JSUVBM
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    $MPVE  All-in on AWS since 2011 Amazon S3 Amazon RDS Amazon Redshift Amazon EC2
12.  ‣ $6%"
    ‣ DV%// CUDA9 cuDNN7 CUDA8 cuDNN7 CUDA8 cuDNN6
13.  ‣ $6%"
    ‣ DV%// IUUQTBXTBNB[PODPNBNB[POBJBNJT CUDA9 cuDNN7 CUDA8 cuDNN7 CUDA8 cuDNN6
14. CUDA9 cuDNN7 CUDA8 cuDNN7 CUDA8 cuDNN6 ... 
15. CUDA9 cuDNN7 CUDA8 cuDNN7 CUDA8 cuDNN6 ... ssh "Create" 
16. CUDA9 cuDNN7 CUDA8 cuDNN7 CUDA8 cuDNN6 ... `ssh` ... 
17. CUDA9 cuDNN7 CUDA8 cuDNN7 CUDA8 cuDNN6 ... `ssh` ... API Gateway Outgoing Webhook {text: "Create instance"} Incoming Webhook "Created! => ssh ayemos-workbench-001" (Lambda Proxy) {text: "Create instance"} 1. Route command 2. Perform operations (on EC2) 3. Send the responce back via webhook 
18. CUDA9 cuDNN7 CUDA8 cuDNN7 CUDA8 cuDNN6 ... `ssh` ... API Gateway Outgoing Webhook {text: "Create instance"} Incoming Webhook "Created! => ssh ayemos-workbench-001" (Lambda Proxy) {text: "Create instance"} 1. Route command 2. Perform operations (on EC2) 3. Send the responce back via webhook 
19. ‣ ΫοΫύουͷ࣮ݧ؀ڥʹ͓͚Δ(16ར༻ঢ়گ
    ‣ 1ΠϯελϯεͷධՁ  "HFOEB
20. ‣ ΫοΫύουͷ࣮ݧ؀ڥʹ͓͚Δ(16ར༻ঢ়گ
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21. ‣ ࠷ߴ 
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24. ‣ ࣮ݧͷ࣮ߦ࣌ؒ͸ߴʑ਺࣌ؒͰ͋Δ͜ͱ͕ଟ͍
 
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    ‣ ֶशεΫϦϓτͷ.VMUJ
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