Upgrade to Pro — share decks privately, control downloads, hide ads and more …

Semi Realtime Photo Classification

Yuichiro Someya
March 30, 2017
Programming
0
64

Semi Realtime Photo Classification

https://jawsug-hpc.connpass.com/event/52263/

Yuichiro Someya

March 30, 2017
Tweet

More Decks by Yuichiro Someya

See All by Yuichiro Someya
にんげんがさき 基盤はあと / Developers over ML platform
ayemos
0
13k
機械学習をスモールスタートさせる方法 / small machine learning
ayemos
3
2k
アットホームな分析基盤の作り方 / Homemade Machine Learning Toolkits
ayemos
1
940
サービス開発、機械学習、クラウド / the trinity of machine learning
ayemos
0
3.3k
成長を止めない機械学習のやり方 / Don't stop 'til you get enough (data).
ayemos
15
5.1k
AWS で加速する機械学習 / Accelerate Machine Learning with AWS
ayemos
1
310
クックパッドの機械学習基盤 2018 / Machine Learning Platform at Cookpad ~ 2018 ~
ayemos
15
19k
PyTorchとCaffe2とONNXと深層学習モデルのデプロイについて
ayemos
1
2.9k
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
ayemos
0
400

Other Decks in Programming

See All in Programming
Effective Signals in Angular 19+: Rules and Helpers
manfredsteyer
PRO
0
100
HTTP compression in PHP and Symfony apps
dunglas
2
1.7k
Refactor your code - refactor yourself
xosofox
1
260
fs2-io を試してたらバグを見つけて直した話
chencmd
0
230
クリエイティブコーディングとRuby学習 / Creative Coding and Learning Ruby
chobishiba
0
3.9k
Security_for_introducing_eBPF
kentatada
0
110
暇に任せてProxmoxコンソール 作ってみました
karugamo
2
720
Jakarta EE meets AI
ivargrimstad
0
240
menu基盤チームによるGoogle Cloudの活用事例~Application Integration, Cloud Tasks編~
yoshifumi_ishikura
0
110
return文におけるstd::moveについて
onihusube
1
1.1k
Keeping it Ruby: Why Your Product Needs a Ruby SDK - RubyWorld 2024
envek
0
190
「Chatwork」Android版アプリを 支える単体テストの現在
okuzawats
0
180

Featured

See All Featured
How GitHub (no longer) Works
holman
311
140k
Building Better People: How to give real-time feedback that sticks.
wjessup
365
19k
Principles of Awesome APIs and How to Build Them.
keavy
126
17k
実際に使うSQLの書き方 徹底解説 / pgcon21j-tutorial
soudai
169
50k
Optimising Largest Contentful Paint
csswizardry
33
3k
The Psychology of Web Performance [Beyond Tellerrand 2023]
tammyeverts
45
2.2k
The Power of CSS Pseudo Elements
geoffreycrofte
73
5.4k
Put a Button on it: Removing Barriers to Going Fast.
kastner
59
3.6k
VelocityConf: Rendering Performance Case Studies
addyosmani
326
24k
Facilitating Awesome Meetings
lara
50
6.1k
The Myth of the Modular Monolith - Day 2 Keynote - Rails World 2024
eileencodes
17
2.3k
CoffeeScript is Beautiful & I Never Want to Write Plain JavaScript Again
sstephenson
159
15k

Transcript

  1. Semi-Realtime Photo Classification Yuichiro Someya @ Cookpad Inc.

  2. Semi-Realtime Photo Classification Yuichiro Someya @ Cookpad Inc.

  3. BZFNPTNF • ࣗݾ঺հ • ʮྉཧ͖Ζ͘ʯͷ঺հ ‣ ΞʔΩςΫνϟ/Architecture ‣ ӡ༻࣮੷/Results &

    Insights Agenda

  4. BZFNPTNF છ୩༔Ұ࿠<:VJDIJSP4PNFZB> UXJUUFS!BZFNPT@Z HJUIVC!BZFNPT TQFBLFSEFDLBZFNPT XFCBZFNPTNF ౦ژ޻ۀେֶɹ৘ใ޻ֶ෦ଔۀ ಉେֶӃɹܭࢉ޻ֶઐ߈ɹम࢜ ΫοΫύουגࣜձࣾ
 ৽ଔݚڀ։ൃ෦

    ը૾ೝࣝ ݚڀ։ൃج൫

  5. NFEJVNDPN!BZFNPT

  6. None

  7. Ϩγϐ਺ສ඼Ҏ্ ݄ ࣍ ར ༻ ऀ ਺ ສ ਓ Ҏ

    ্
  8. None
  9. None
  10. None
  11. None
  12. None

  13. ྉཧ͖Ζ͘

  14. w εϚʔτϑΥϯͷࣸਅͷ಺ɺྉཧΛࣗಈతʹऩूʗه࿥ w $//ʹΑΔྉཧը૾ೝࣝ w  ਓҎ্ͷϢʔβʔ͕ར༻ w  

    ຕҎ্ͷྉཧࣸਅ ݱࡏ ྉཧ͖Ζ͘

  15. BZFNPTNF ΞʔΩςΫνϟ

  16. BZFNPTNF w ը૾ॲཧͱ൑ఆॲཧʹֻ͕͔ͦͦ࣌ؒ͜͜Δ dNT  w "1*αʔόʔ͔Βಉظతʹୟ͚ͳ͍ 6OJDPSOͷXPSLFS͕ਚ͖ͯ͠·͏  w

    "NB[PO4 424Λར༻ͨ͠ඇಉظͳ൑ఆॲཧϫʔΫϑϩʔ΁

  17. BZFNPTNF $MJFOU "OESPJE J04 "1*4FSWFS SVCZ $MBTTJpDBUJPO8PSLFS QZUIPO SFTVMU\JT@GPPECPPM^ <6QMPBEQIPUPUPT>

    1045JT@QIPUP\LFZ@PO@TTUSJOH^ FORVFVF\LFZ@PO@TTUSJOH^ EFRVFVF
 \LFZ@PO@TTUSJOH^ 1045SFTVMU
 \LFZ@PO@TTUSJOH SFTVMU\JT@GPPE <%PXOMPBE*NBHF> %#

  18. BZFNPTNF $MJFOU "OESPJE J04 "1*4FSWFS SVCZ $MBTTJpDBUJPO8PSLFS QZUIPO SFTVMU\JT@GPPECPPM^ <6QMPBEQIPUPUPT>

    1045JT@QIPUP\LFZ@PO@TTUSJOH^ FORVFVF\LFZ@PO@TTUSJOH^ EFRVFVF
 \LFZ@PO@TTUSJOH^ 1045SFTVMU
 \LFZ@PO@TTUSJOH SFTVMU\JT@GPPE <%PXOMPBE*NBHF> %#

  19. BZFNPTNF $MJFOU "OESPJE J04 "1*4FSWFS SVCZ $MBTTJpDBUJPO8PSLFS QZUIPO SFTVMU\JT@GPPECPPM^ <6QMPBEQIPUPUPT>

    1045JT@QIPUP\LFZ@PO@TTUSJOH^ FORVFVF\LFZ@PO@TTUSJOH^ EFRVFVF
 \LFZ@PO@TTUSJOH^ 1045SFTVMU
 \LFZ@PO@TTUSJOH SFTVMU\JT@GPPE <%PXOMPBE*NBHF> %# ඇಉظʹ൑ఆॲཧ

  20. BZFNPTNF $MJFOU "OESPJE J04 "1*4FSWFS SVCZ $MBTTJpDBUJPO8PSLFS QZUIPO %# "QQSPYJNBUF"HF0G0MEFTU.FTTBHF

    4DBMFPVUJO

  21. BZFNPTNF $MBTTJpDBUJPO8PSLFS QZUIPO "QQSPYJNBUF"HF0G0MEFTU.FTTBHF 4DBMFPVUJO

  22. Scale GPU Applications on ECS

  23. BZFNPTNF $MBTTJpDBUJPO8PSLFS QZUIPO "QQSPYJNBUF"HF0G0MEFTU.FTTBHF 4DBMFPVUJO

  24. BZFNPTNF JOTUBODF@ $16 .FNPSZ 5BTL $16 .FNPSZ Α͋͘Δ&$4ͷ4DBMF0VU 5BTL $16

    .FNPSZ 5BTL $16 .FNPSZ

  25. BZFNPTNF JOTUBODF@ $16 .FNPSZ 5BTL $16 .FNPSZ Α͋͘Δ&$4ͷ4DBMF0VU 5BTL $16

    .FNPSZ 5BTL $16 .FNPSZ JOTUBODF@ $16 .FNPSZ

  26. BZFNPTNF JOTUBODF@ $16 .FNPSZ (16.FN( 5BTL $16 .FNPSZ (16.FN( (16Λ࢖͍ͬͯΔ৔߹

    5BTL $16 .FNPSZ (16.FN( 5BTL $16 .FNPSZ (16.FN(

  27. BZFNPTNF JOTUBODF@ $16 .FNPSZ (16.FN( 5BTL $16 .FNPSZ (16.FN( (16Λ࢖͍ͬͯΔ৔߹

    5BTL $16 .FNPSZ (16.FN( 5BTL $16 .FNPSZ (16.FN(

  28. BZFNPTNF JOTUBODF@ $16 .FNPSZ (16.FN( 5BTL $16 .FNPSZ (16.FN( (16Λ࢖͍ͬͯΔ৔߹

    5BTL $16 .FNPSZ (16.FN( 5BTL $16 .FNPSZ (16.FN(

  29. BZFNPTNF JOTUBODF@ $16 .FNPSZ (16.FN( 5BTL $16 .FNPSZ (16.FN( (16Λ࢖͍ͬͯΔ৔߹

    5BTL $16 .FNPSZ (16.FN( 5BTL $16 .FNPSZ (16.FN( JOTUBODF@ $16 .FNPSZ (16.FN(

  30. ӡ༻ͯ͠Έͯ

  31. BZFNPTNF w େମ໰୊ͳ͍

  32. BZFNPTNF