Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
TechPlay DeepLearningAllStars2017
Search
bokeneko
June 28, 2017
Technology
0
1.5k
TechPlay DeepLearningAllStars2017
Tech PlayのDeep Learningオールスターズ2017(
https://techplay.jp/event/624399
)で発表した資料
bokeneko
June 28, 2017
Tweet
Share
More Decks by bokeneko
See All by bokeneko
AWS ML@Loft #11 「BASE」類似商品APIの裏側
bokeneko
0
660
Terraformを用いた機械学習インフラの構築 / Developers Summit 2018 FUKUOKA A-8
bokeneko
0
530
Retty Tech Night #1 bokeneko
bokeneko
1
840
TFUG#3 RettyにおけるDeep Learningの自然言語処理への応用事例
bokeneko
18
16k
Other Decks in Technology
See All in Technology
定期的な価値提供だけじゃない、スクラムが導くチームの共創化 / 20251004 Naoki Takahashi
shift_evolve
PRO
3
290
"複雑なデータ処理 × 静的サイト" を両立させる、楽をするRails運用 / A low-effort Rails workflow that combines “Complex Data Processing × Static Sites”
hogelog
3
1.8k
Oracle Base Database Service 技術詳細
oracle4engineer
PRO
11
77k
SOC2取得の全体像
shonansurvivors
1
360
FastAPIの魔法をgRPC/Connect RPCへ
monotaro
PRO
1
700
Escaping_the_Kraken_-_October_2025.pdf
mdalmijn
0
120
GC25 Recap+: Advancing Go Garbage Collection with Green Tea
logica0419
1
370
KMP の Swift export
kokihirokawa
0
330
OCI Network Firewall 概要
oracle4engineer
PRO
1
7.8k
AWSにおけるTrend Vision Oneの効果について
shimak
0
120
リーダーになったら未来を語れるようになろう/Speak the Future
sanogemaru
0
270
PLaMoの事後学習を支える技術 / PFN LLMセミナー
pfn
PRO
9
3.8k
Featured
See All Featured
Build The Right Thing And Hit Your Dates
maggiecrowley
37
2.9k
Gamification - CAS2011
davidbonilla
81
5.5k
RailsConf 2023
tenderlove
30
1.2k
Let's Do A Bunch of Simple Stuff to Make Websites Faster
chriscoyier
507
140k
Done Done
chrislema
185
16k
Scaling GitHub
holman
463
140k
Keith and Marios Guide to Fast Websites
keithpitt
411
22k
Large-scale JavaScript Application Architecture
addyosmani
514
110k
Navigating Team Friction
lara
189
15k
Helping Users Find Their Own Way: Creating Modern Search Experiences
danielanewman
30
2.9k
"I'm Feeling Lucky" - Building Great Search Experiences for Today's Users (#IAC19)
danielanewman
229
22k
How to Think Like a Performance Engineer
csswizardry
27
2k
Transcript
χϡʔϥϧωοτϫʔΫ ͷͦͷ࣍ 3FUUZࢯݪ %FFQ-FBSOJOHΦʔϧελʔζ
ࣗݾհ ࢯݪ३ࢤ ͏͡Β͋ͭ͠ 3FUUZΫϥϑτϏʔϧ୲ʢ݉Τϯδχ Ξʣ ༀֶ෦ӃͰλϯύΫ࣭ͷཱମߏղੳ ཧٕݚʹΤϯδχΞͱͯ͠ೖࣾ 3FUUZ
3FUUZͰࠓ·Ͱ͖ͬͯͨػցֶश ✦ ը૾ॲཧ w ߘࣸਅͷྨ w ղ૾ ✦ ࣗવݴޠॲཧ w
Ωϟονίϐʔࣗಈੜ w ޱίϛྨ w ϦίϝϯυΤϯδϯ
ࠓͷຊ σΟʔϓͬͭͬͨΒ χϡʔϥϧωοτϫʔΫͩ ͚ͩͱࢥ͏ͳΑ
ʮਂʯͳֶशผʹχϡʔϥϧωοτϫʔΫ ʹݶΒͳ͍ɻ ଞʹ%FFQͳֶश͋ΔΜͩͥʁ
%FFQ'PSFTU
ຊͷલʹʜ w ܾఆ w 3BOEPN'PSFTU ͝ଘͰ͔͢ʁ
ܾఆ :FT/PνϟʔτΈ͍ͨͳΜͰ͢ɻ
3BOEPN'PSFTU w ܾఆΛෳ͏ɻ w τϨʔχϯά༻ͷσʔληοτ͔Βܾఆͷ ͿΜͷαϒηοτΛϥϯμϜͰऔΓग़ͯ͠ɺͦΕ ͧΕͷܾఆͰֶशͤ͞Δɻ w શ෦ͷܾఆʹಉ͡σʔλΛ͛ͯɺ݁Ռͷฏ ۉΛ͑ͱ͢Δɻ
%FFQ'PSFTU w 3BOEPN'PSFTUΛෳɾଟʹͯ͠͏ɻ 3BOEPN'PSFTU $PNQMFUFMZ3BOEPN 5SFF'PSFTU 3BOEPN'PSFTU $PNQMFUFMZ3BOEPN 5SFF'PSFTU 3BOEPN'PSFTU
$PNQMFUFMZ3BOEPN 5SFF'PSFTU 3BOEPN'PSFTU $PNQMFUFMZ3BOEPN 5SFF'PSFTU 3BOEPN'PSFTU $PNQMFUFMZ3BOEPN 5SFF'PSFTU ʜ .VMUJ(SBJOFE4DBOOJOH $BTDBEF'PSFTU4USVDUVSF
.VMUJ(SBJOFE4DBOOJOH w %FFQ'PSFTUͷೖྗ
$BTDBEF'PSFTU4USVDUVSF w %FFQ'PSFTUͷશ݁߹తͳͷ
3BOEPN'PSFTUࣗମTDJLJUMFBSOʹ࣮͕͋ Δ ͦΕॏͶͨΒ%FFQ'PSFTU࡞ΕΔ
࣮ݧ w 3FUUZͷޱίϛΛྨ w $IBSBDFUFSMFWFM$//ͱͷੑೳࠩΛൺΔ w %FFQ'PSFTUͰޱίϛΛ HSBNͰ.VMUJ
(SBJOFE4DBOOJOHΛߦͳͬͯɺ݁ՌΛ࿈݁ͯ͠ $BTDBEF'PSFTU4USVDUVSFºʹྲྀ͢ w $IBSBDUFSMFWFM$// HSBNͰ$//Λ ͔͚ͯɺ݁ՌΛ࿈݁ͯ͠શ݁߹ºʹྲྀ͢
%FFQ'PSFTUͷͷΈํʹ ͷ༨͋Δ
$IBSBDUFSMFWFM$// ˞ 4PGUXBSF%FTJHO݄߸ʢଟʣʹͪΐΖͬͱهࣄॻ͍ͨΑ ˞ 2JJUBͱ͔4QFBLFS%FDLʹղઆ্͛ͯ͋ΔΑ
݁Ռ ڭࢣσʔλ ݁Ռ $IBSBDUFSMFWFM$// BDDVSBDZ %FFQ'PSFTU BDDVSBDZ
݁Ռ ڭࢣσʔλ ݁Ռ $IBSBDUFSMFWFM$// BDDVSBDZ %FFQ'PSFTU BDDVSBDZ
݁Ռ w গྔͷσʔλͩͱ$IBSBDUFSMFWFM$//ͱಉ Ҏ্ͷਫ਼ w σʔλ͕ଟ͘ͳΔͱ$IBDUFSMFWFM$//ͷํ͕ ਫ਼ͰΔ w ͦͦσʔλ͕ଟ͍ͱ%FFQ'PSFTUͰϝϞ Ϧ͕ࢮ͵
%FFQ'PSFTUͷऑ w 3BOEPN'PSFTUʢܾఆʣόονֶशʹͷΈ ରԠ w .VMUJ(SBJOFE4DBOOJOHͰσʔλ͕ഒʙे ഒʹ૿͑Δ ˠେྔσʔλͰϝϞϦ͕ࢮ͵
%FFQ'PSFTUͷ͍͍ͱ͜Ζ w ֤ܾఆͦΕͧΕͷֶशίετͰ͍ w (16͍Βͳ͍ w ֤ܾఆͦΕͧΕʹಠཱ͍ͯ͠Δ ˠࢄֶͯ͠शͰ͖Δʂ
3BOEPN'PSFTU͕όονֶशʹ͔͠ରԠͯ͠ ͳ͍ͷ͕ͦͦͷ ͦΕ͑͞ղܾ͢ΕϛχόονॲཧͰେྔσʔ λͰѻ͑Δ ΦϯϥΠϯֶशʹରԠͨ͠3BOEPN'PSFTU ͳ͍ͷ͔ʜʁ
͋ΔΑ
.POESJBO'PSFTU w 3BOEPN'PSFTUΛΦϯϥΠϯֶशʹରԠͤͨ͞ ͷͷҰछ w ଞʹ͋ΔͬΆ͍ w จॻ͍ͨຊਓͷ࣮͕͋Δʢ˞Πέͯͳ͍˞ݸਓͷײͰ͢
࣮ݧ w TDJLJUMFBSOͷ*SJTͷσʔλͷྨΛ3BOEPN 'PSFTUͱൺͯΈΔ w ͬͯΔ.POESJBO'PSFTUࢲͷಠ࣮ࣗ൛
݁Ռ ֶश࣌ؒ TFD BDDVSBDZ 3BOEPN'PSFTU .POESJBO'PSFTU όονֶश
.POESJBO'PSFTU ΦϯϥΠϯֶश ˞ֶशσʔλݸ
݁Ռ w .POESJBO'PSFTUͷΦϯϥΠϯֶशͰ3BOEPN 'PSFTUͱಉఔͷਫ਼ग़Δ
%FFQ.POESJBO'PSFTU ʜΛհͰ͖ͨΒΧοίΑ͔ͬͨΜͰ͕࣌ؒ͢ Ε
·ͱΊ w %FFQͳֶशχϡʔϥϧωοτϫʔΫ͚ͩ͡Ό ͳ͍ w %FFQ'PSFTUࢄڥʹ͍͍ͯΔ w .POESJBO'PSFTUͰ%FFQ'PSFTUΛ࣮ͨ͠Β ϏοάσʔλΛେྔͷϚγϯͰฒྻॲཧͯ͠ߦ ͘ج൫͕࡞Εͦ͏