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

Semi Realtime Photo Classification

7dc8611c26c3ca62c551109c65d04270?s=47 Yuichiro Someya
March 30, 2017
Programming
0
38

Semi Realtime Photo Classification

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

7dc8611c26c3ca62c551109c65d04270?s=128

Yuichiro Someya

March 30, 2017
Tweet

More Decks by Yuichiro Someya

See All by Yuichiro Someya
7dc8611c26c3ca62c551109c65d04270?s=48 ayemos
0
5.8k
7dc8611c26c3ca62c551109c65d04270?s=48 ayemos
3
1.6k
7dc8611c26c3ca62c551109c65d04270?s=48 ayemos
1
670
7dc8611c26c3ca62c551109c65d04270?s=48 ayemos
0
2.5k
7dc8611c26c3ca62c551109c65d04270?s=48 ayemos
15
4.5k
7dc8611c26c3ca62c551109c65d04270?s=48 ayemos
1
280
7dc8611c26c3ca62c551109c65d04270?s=48 ayemos
15
11k
7dc8611c26c3ca62c551109c65d04270?s=48 ayemos
1
2.4k
7dc8611c26c3ca62c551109c65d04270?s=48 ayemos
0
320

Other Decks in Programming

See All in Programming
53c93eb80b5958590b18205dc5fd3634?s=48 smdmts
0
130
E7151ab8219e76672f7a7691dd2c88e6?s=48 seike460
3
470
922f51d458d6ffee8578b9d3ab0a52b6?s=48 ug
0
520
13824f545937c1ae0a80739aea2e396c?s=48 mlopskr
0
300
091c8449decb2f3549c695b5f903865a?s=48 sh_akira
0
220
998b440234ba4524a2c1ba1f130728f8?s=48 mascii
0
150
25fb3e7054e52e524817044853c2d4c3?s=48 taisukeoe
0
240
E6311847f4fe11546a24eec9e7a403a5?s=48 startjapan
4
400
102398563fd1bf878b35dc2d5ee67cbe?s=48 kamilahsantos
1
100
C95cdabc569dc4c7750d776687f66037?s=48 yutannihilation
0
460
15934fa2aa7b2ce21f091e9b7cffa856?s=48 manfredsteyer
PRO
0
190
8e8410eb785755ae2cb485f85dbab6e8?s=48 hiroga
0
230

Featured

See All Featured
8081b26e05bb4354f7d65ffc34cbbd67?s=48 chriscoyier
780
240k
F716e5f737fcfb03f2cf8d1a184f1dbe?s=48 nonsquared
81
3.5k
95d9f37115fbb0d13135d0f77132f856?s=48 morganepeng
25
1.4k
C157b16234f1e75e8eac3698c1d4414a?s=48 ddemaree
273
32k
25c7c18223fb42a4c6ae1c8db6f50f9b?s=48 mojombo
360
63k
78b475797a14c84799063c7cd073962f?s=48 holman
448
140k
8081b26e05bb4354f7d65ffc34cbbd67?s=48 chriscoyier
683
180k
A0517b08532aec8ab2aae3f65d40ad86?s=48 hannesfritz
29
1k
C1daf20e5c49ff910745198ef9869ac2?s=48 hatefulcrawdad
255
17k
C86443373fbfe92996aa882d0d7a59f8?s=48 imathis
479
150k
C620790ae5bf5b50c245b2e0ef95f338?s=48 deanohume
293
28k
282d599b414022eba5096510f675b6e2?s=48 chrislema
231
16k

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