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

AI 部門の実戦投入/repro-tech-meetup

j.harashima
November 06, 2018
2.6k

AI 部門の実戦投入/repro-tech-meetup

j.harashima

November 06, 2018
Tweet

Transcript

  1. ࿦จ 5XP4UFQ7BMJEBUJPOJO$IBSBDUFSCBTFE*OHSFEJFOU/PSNBMJ[BUJPO $&"  -FBSOJOH'PPE"QQFBSBODFCZB4VQFSWJTJPOXJUI3FDJQF5FYU $&"  $PPLQBE*NBHF%BUBTFU"O*NBHF$PMMFDUJPOBT*OGSBTUSVDUVSFGPS'PPE3FTFBSDI 4*(*3 

    +BQBOFTF&OHJMJTI.BDIJOF5SBOTMBUJPOPG3FDJQF5FYUT 8"5  %FTJHOJO&WFSZEBZ$PPLJOH$IBMMFOHFTGPS"TTJTUJOHXJUI.FOV1MBOOJOHBOE'PPE1SFQBSBUJPOT $$%  "-BSHF4DBMF3FDJQFBOE.FBM%BUB$PMMFDUJPOBT*OGSBTUSVDUVSFGPS'PPE3FTFBSDI -3&$  +BQBOFTF8PSE$PMPS"TTPDJBUJPOTXJUIBOEXJUIPVU$POUFYUT -3&$  'MFYJCMF+BQBOFTF4FOUFODF$PNQSFTTJPOCZ3FMBYJOH6OJU$POTUSBJOUT $0-*/(  3FMFWBODF'FFECBDLVTJOH-BUFOU*OGPSNBUJPO *+$/-1  4VNNBSJ[JOH4FBSDI3FTVMUTVTJOH1-4* /-1*9  4:/(3"1)"'MFYJCMF.BUDIJOH.FUIPECBTFEPO4ZOPOZNPVT&YQSFTTJPO&YUSBDUJPOGSPNBO0SEJOBSZ%JDUJPOBSZ BOEB8FC$PSQVT *+$/-1 ˞ଠࣈ͸ࣗ෼͕ୈҰஶऀͷ΋ͷɻ೥Ҏલ͸େֶ࣌୅ͷ΋ͷɻ
  2. ػցֶशάϧʔϓ ݚڀ։ൃ෦໳ ࣗવݴޠॲཧ ɾ&ODPEFS%FDPEFSʹΑΔࡐྉ໊ͷਖ਼نԽ ɾϩδεςΟοΫճؼʹΑΔඇखॱͷݕग़ ɾ47.ʹΑΔ͝ҙݟͷ෼ྨ ը૾ೝࣝ ɾ*ODFQUJPOWʹΑΔྉཧࣸਅͷநग़΍෼ྨ ɾ.PCJMF/FUʹΑΔݟӫ͑͢Δྉཧࣸਅͷநग़ ɾ43("/ʹΑΔྉཧࣸਅͷ௒ղ૾

    .-0QT ɾ4MBDL$IBU#PUʹΑΔ&$Πϯελϯεͷ؅ཧ ɾ%PDLFSͱDPPLJFDVUUFSʹΑΔϓϩδΣΫτͷ؅ཧ ɾ&$4ʹΑΔΞϓϦͷσϓϩΠ΍%8)ʹΑΔσʔλͷ؅ཧ ΦʔϓϯαΠΤϯε ɾϨγϐσʔλͷެ։ ɾୈճ"*νϟϨϯδίϯςετͷ։࠵ ɾ೥౓ਓ޻஌ೳֶձσʔλղੳίϯϖςΟγϣϯͷ։࠵
  3. εςʔδ ࣾ಺Ͱ"*΁ͷཧղ͕ਐΈɺ"*෦໳͕ൃ଍͍ͯ͠Δ த్࠾༻΍ࣾ಺ҟಈΛ௨ͯ͡਺ਓ͕ಉ෦໳ʹॴଐ͠ɺධՁ΋ͦͷதͷ୭͔͕୲౰͍ͯ͠Δ ࣌ؒʢFH Y೥ʣ ෦໳ͷن໛ ʢFH /ਓʣ ࣾ಺ઐ໳Ոͷۤ೰ σʔλ͸୔ࢁ͋Δ͕੔උ͞Ε͍ͯͳ͍(16؀ڥ͕ͳ͍ਓ͕଍Γͳ͍·ͩ"*ؔ࿈ۀ຿ʹઐ೦Ͱ͖ͳ

    ͍ʢϝΠϯͷۀ຿͸࠾༻ʣपғ͔Βͷ"*ؔ࿈ۀ຿ʢχʔζʣ͕ࡹ͖͖Εͳ͍ʜ पғͷۤ೰ "*෦໳Λൃ଍ͨ͠΋ͷͷɺ౰વɺ·ͩ੒Ռ͸ݟ͑ͯ͜ͳ͍ࢥͬͨҎ্ʹ଍ճΓͷ੔උʢσʔλɺΠϯϑ ϥɺ࠾༻ʣʹ͕͔͔࣌ؒΔਓ͕଍Γͳ͍ͱ͸ݴ͑ɺૣ͘੒ՌΛݟͤͯ΄͍͠ʜ
  4. εςʔδ ࠷௿ݶͷਓ਺͕֬อ͞Εɺσʔλ΍Πϯϑϥ΋͋Δఔ౓͸੔උ͞Ε͍ͯΔ पғ͔ΒͷχʔζҎ֎ʹ΋γʔζʢ͜͜Ͱ͸"*ϕʔεͷػೳʣΛ։ൃ͢Δ༨༟͕ੜ·Ε͍ͯΔ ࣌ؒʢFH Y೥ʣ ෦໳ͷن໛ ʢFH /ਓʣ ࣾ಺ઐ໳Ոͷۤ೰ पғʹߩݙ͍͚ͨ͠ͲͳΜ͔͏·͍͔͘ͳ͍ʢ౎౓ൃੜ͢ΔχʔζͰ͸ߩݙͰ͖Δʣࣗ෼ͷγʔζ͕αʔ

    ϏεͰ࢖ΘΕͳ͍ʢͳ͔ͥपғͷड͚͕ྑ͘ͳ͍ʣपғͱ࣌ؒͷײ͕֮߹Θͳ͍ʜ पғͷۤ೰ "*෦໳ͱڠۀ͍͚ͨ͠ͲͳΜ͔͏·͍͔͘ͳ͍ʢ౎౓ൃੜ͢ΔχʔζͰ͸ڠۀͰ͖Δʣ"*෦໳ͷγʔζ ͕αʔϏεͰ࢖͑ͳ͍ʢϢʔβʔ΍ձࣾͷརӹʹܨ͕Βͳ͍ʣࣾ಺ઐ໳Ոͱ࣌ؒͷײ͕֮߹Θͳ͍ʜ