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
AWS GPUインスタンスの使い方と注意点
Search
tominaga443
July 01, 2016
Technology
0
4.4k
AWS GPUインスタンスの使い方と注意点
2016/06/30 SD Study
tominaga443
July 01, 2016
Tweet
Share
More Decks by tominaga443
See All by tominaga443
Amazon Machine Learning Concepts
tominaga443
2
370
Other Decks in Technology
See All in Technology
Databricks におけるデータエンジニアリング
databricksjapan
0
370
Delivering Millions of Messages within seconds @ Duolingo
pelelgrino
0
320
WebアプリケーションにおけるPDOの使い方入門 / phpcon odawara 2024
meihei3
2
420
SREとその組織類型
tatsuo48
8
1.5k
少数チームで挑む: SwiftUI, TCA, KMPを用いた 新規動画配信アプリ 「ABEMA Live」の開発について
tomu28
0
520
長期間TiDBを使ってきた話 @ 私たちはなぜNewSQLを使うのかTiDB選定5社が語る選定理由と活用LT / Experiences with TiDB Over Time
chibiegg
2
540
小さな開発会社がWebサービスを作る理由
polidog
PRO
0
130
元インフラエンジニアに成る / Human Resources to Human Relations
bobtani
2
710
Data and AI Governance: Existing Challenges and Emerging Trends
scotthsieh825
0
140
転移学習とドメイン適応の基礎
kmatsui
2
570
Databricks における 『MLOps』
databricksjapan
2
130
最近たまに見かけるTiDBってなんだ? - Findy
pingcap0315
2
450
Featured
See All Featured
KATA
mclloyd
14
12k
How to Ace a Technical Interview
jacobian
272
22k
Reflections from 52 weeks, 52 projects
jeffersonlam
343
19k
Helping Users Find Their Own Way: Creating Modern Search Experiences
danielanewman
19
1.9k
Bootstrapping a Software Product
garrettdimon
PRO
301
110k
Designing on Purpose - Digital PM Summit 2013
jponch
110
6.4k
Large-scale JavaScript Application Architecture
addyosmani
503
110k
Fantastic passwords and where to find them - at NoRuKo
philnash
36
2.5k
Thoughts on Productivity
jonyablonski
57
3.8k
Navigating Team Friction
lara
177
13k
Why Our Code Smells
bkeepers
PRO
331
56k
Testing 201, or: Great Expectations
jmmastey
27
6.3k
Transcript
"84(16Πϯελϯε ͍ํͱҙ !UPNJOBHB
ࣗݾհ w ໊લɿӬળࢹʢͱΈͳ͕Α͠Έʣ w ॴଐɿ5*4גࣜձࣾ ɹɹɹઓུٕज़ηϯλʔ"*ٕज़ਪਐࣨ w ܦྺɿ w ઌՊֶٕज़େֶӃେֶଔۀ
w ݄5*4ೖࣾઓུٕज़ηϯλʔଐ ΫϥυΠϯϑϥʹؔ͢Δݚڀ։ൃʹैࣄ w ݄ΑΓಉ"*ٕज़ਪਐࣨ ΤʔδΣϯτରͷݚڀ։ൃΛ։࢝ ஶॻɿ"84ΤΩετύʔτཆಡຊ ػցֶशฤ ʢٕज़ධࣾʣ
ΞδΣϯμ w "84ʹ͍ͭͯ w (16Πϯελϯεͷ࡞ํ๏ w (16ΠϯελϯεͰ$IBJOFSΛಈ࡞ͤ͞Δ w ར༻্ͷҙ
"NB[PO8FC4FSWJDF w "NB[PODPNͷΫϥυΠϯϑϥαʔϏεʢ*BB4ʣ w αʔόΠϯϑϥΛ͖ͳ࣌ʹඞཁͳ͚ͩར༻Ͱ͖Δ w ଟ༷ͳαʔϏεΛఏڙ w ԾϚγϯɺετϨʔδɺσʔλϕʔε ωοτϫʔΫ੍ޚɺϝʔϧ৴ɺػցֶशͳͲ
w Ϧʔδϣϯ͝ͱʹར༻ՄೳͳαʔϏεྉ͕ۚҟͳΔ ࢀߟʲॳ৺ऀ͚ʳ"84ΛֶͿͨΊͷϦϯΫूʢ݄൛ʣIUUQEFWDMBTTNFUIPEKQDMPVEBXTBXTMFBSOJOH
"NB[PO&$ w ΠϯελϯεʢԾϚγϯʣΛఏڙ͢ΔαʔϏε w 04ηοτΞοϓࡁΈͷԾϚγϯΛଈ࣌ʹར༻Մೳ w ར༻ྉۚ࣌ؒ୯ҐͰͷ՝ۚ ʢ࡞͙ͯ͢͠ʹআͯ࣌ؒ͠ͷྉ͕ۚൃੜʣ w ఀࢭதͷΠϯελϯεྉ͕ۚൃੜ͠ͳ͍
w 04ͷϥΠηϯεྉɺσΟεΫ༰ྔͳͲผ్՝ۚ ࢀߟɹ&$ར༻ྉۚɹIUUQTBXTBNB[PODPNKQFDQSJDJOH
(16Πϯελϯε w /7*%*"ͷ(16Λࡌ ʢ$6%"ίΞ (#ϝϞϦʣ(16 w छྨͷΠϯελϯελΠϓʢεϖοΫʣ w HYMBSHF (16
W$16 (#ϝϞϦʢI!౦ژʣ w HYMBSHF (16 W$16 (#ϝϞϦʢI!౦ژʣ
(16Πϯελϯεͷ࡞ w $6%"ΠϯετʔϧࡁΈ".* w Πϯελϯεͷ࡞ํ๏ w ".* w 04ͱιϑτΣΞߏΛ هͨ͠ςϯϓϨʔτ
$6%"ΠϯετʔϧࡁΈ".*ʢʣ w /7*%"ఏڙͷ".*$6%"ΠϯετʔϧࡁΈ "NB[PO-JOVYͱ8JOEPXT4FSWFS͕ར༻Մೳ
$6%"ΠϯετʔϧࡁΈ".*ʢʣ w 6CVOUV#JUGVTJPOͷ".*Ͱར༻Մೳ ιϑτΣΞར༻ྉ͋ΓʢΠϯελϯεྉۚ ʣ
Πϯελϯεͷ࡞ʢʣ
Πϯελϯεͷ࡞ʢʣ
Πϯελϯεͷ࡞ʢʣ
Πϯελϯεͷ࡞ʢʣ
Πϯελϯεͷ࡞ʢʣ
Πϯελϯεͷ࡞ʢʣ
Πϯελϯεͷ࡞ʢʣ
Πϯελϯεͷ࡞ʢʣ
Πϯελϯεͷ࡞ʢʣ
Πϯελϯεͷ࡞ʢʣ
Πϯελϯεͷ࡞ʢʣ
$IBJOFSΛಈ࡞ͤ͞Δ w DV%//ͷΠϯετʔϧ w $IBJOFSͷΠϯετʔϧ w αϯϓϧϓϩάϥϜͷ࣮ߦ
DV%//ͷऔಘ w /7*%*"ͷσϕϩούʔαΠτʹొ w IUUQTEFWFMPQFSOWJEJBDPNDVEOO w ొྃޙμϯϩʔυϖʔδ͔ΒDV%//Λऔಘ w ݱߦͷ҆ఆ൛ DV%//W
.BZ GPS$6%" w ࠓճ-JOVY༻ͷϥΠϒϥϦΛऔಘ DV%//W-JCSBSZGPS-JOVY
DV%//ͷΠϯετʔϧ $6%"όʔδϣϯͷ֬ೝʢόʔδϣϯ͕ߋ৽͞Ε͍ͯͨΒରԠ͢ΔύοέʔδΛऔಘ͢Δʣ (16JOTUBODF DBUPQUOWJEJBDVEBWFSTJPOUYU $6%"7FSTJPO μϯϩʔυͨ͠DV%//ύοέʔδͷసૹ -PDBM1$ TDQJLFZQBJSDVEOOMJOVYYWHBUH[FDVTFS!JOTUBODFJQd
(16JOTUBODF MTd DVEOOMJOVYYWHBUH[ DV%//ͷΠϯετʔϧ (16JOTUBODF UBS[YWGDVEOOMJOVYYWHBUH[ TVEPDQDVEBJODMVEFDVEOOIPQUOWJEJBDVEBJODMVEF TVEPDQDVEBMJC PQUOWJEJBDVEBMJC
$IBJOFSͷΠϯετʔϧ $IBJOFSͷΠϯετʔϧ TVEP$6%"@1"5)PQUOWJEJBDVEBQJQJOTUBMMDIBJOFS $6%"αϙʔτͷ֬ೝʢDVQZ͕ΠϯϙʔτͰ͖Δʣ QZUIPO JNQPSUDVQZ )%'ʹରԠ͢Δ߹ TVEPZVNDPOGJHNBOBHFSFOBCMFFQFM TVEPZVNJOTUBMMZIEGEFWFM
TVEPQJQJOTUBMMIQZ
αϯϓϧΛಈ࡞ͤ͞Δ $IBJOFSͷ(JUϦϙδτϦΛऔಘ TVEPZVNJOTUBMMZHJU HJUDMPOFIUUQTHJUIVCDPNQGOFUDIBJOFSHJU αϯϯϓϧͷ./*45Λ࣮ߦ UJNFQZUIPODIBJOFSFYBNQMFTNOJTUUSBJO@NOJTUQZHQV (16 VOJU .JOJCBUDITJ[F FQPDI
/FUXPSLUZQFTJNQMF ʜ FQPDI USBJONFBOMPTT BDDVSBDZ UISPVHIQVUJNBHFTTFD UFTUNFBOMPTT BDDVSBDZ SFBM NT VTFS NT TZT NT
αϯϓϧΛಈ࡞ͤ͞Δ $IBJOFSͷ(JUϦϙδτϦΛऔಘ TVEPZVNJOTUBMMZHJU HJUDMPOFIUUQTHJUIVCDPNQGOFUDIBJOFSHJU αϯϯϓϧͷ./*45Λ࣮ߦ UJNFQZUIPODIBJOFSFYBNQMFTNOJTUUSBJO@NOJTUQZHQV (16 VOJU .JOJCBUDITJ[F FQPDI
/FUXPSLUZQFTJNQMF ʜ FQPDI USBJONFBOMPTT BDDVSBDZ UISPVHIQVUJNBHFTTFD UFTUNFBOMPTT BDDVSBDZ SFBM NT VTFS NT TZT NT ./*45NT
ར༻্ͷҙ w ॏཁͳҙࣄ߲ w '"2
Ϋϥυഁ࢈ʹؾΛ͚ͭ·͠ΐ͏ w ར༻͠ͳ͍ͱ͖ඞͣఀࢭ͢Δ w ԋࢉతͰͳ͍(16ΠϯελεΛ࡞͠ͳ͍ w ֬ೝআΛࣗಈԽ͢Δ ࢀߟ-BNCEBͷ4DIFEVMFΠϕϯτͰ&$Λࣗಈىಈˍࣗಈఀࢭͯ͠Έͨ IUUQEFWDMBTTNFUIPEKQDMPVEBXTMBNCEBTDIFEVMFEFWFOUVQEPXO (16
UNJDSP I Y HYMBSHF I
'"2 w $6%"ΛࣗͰಋೖ͍ͨ͠ w 6CVOUV IUUQUMFZEFOHJUIVCJPCMPHDVEBEPUPOBXTHQVJOTUBODFSVOOJOH VCVOUVEPU w "NB[PO-JOVY IUUQFZFCBMMPOMZDPNCMPHDVEBPQFODMBNB[PO
w 5FOTPSqPXΛ͍͍ͨ w (16Πϯελϯεʹࡌ͞Ε͍ͯΔ(3*%,ಛผͳର Ԡ͕ඞཁ IUUQRJJUBDPNIBJUFNTEF
'"2 w εϙοτΠϯελϯεͩͱ͍҆Β͍͠ w ݱࡏ(16ΠϯελϯεधཁաଟͷͨΊ҆ఆ͠ͳ͍ w ௨ৗͰɺఀࢭͰ͖ͳ͍ͷͰ݁Ռతʹߴͭ͘͘Մೳੑ͋Γ w σϑΥϧτͰ͍ͭͯ͘Δ44%(#Λ͍͍ͨ w
NOUʹׂΓͯΒΕ͍ͯΔ w ఀࢭ࣌ʹอଘ͞Εͳ͍ͨΊσʔλஔ࣌ҙ w Πϯελϯε࡞࣌ͷσΟεΫ༰ྔΛେ͖Ίʹ͓ͯ͘͠
'"2 w Ҏલ࡞ͨ͠Πϯελϯε͕Ұཡʹແ͍ w ݱࡏͷϦʔδϣϯ͕࡞࣌ͱಉ͔֬͡ೝ͠·͠ΐ͏ w ΞΧϯτڞ༗ͷ߹ॴ༗ऀ͕͔Δ໊લΛ͚Δ w ΠϯελϯεʹΞΫηεͰ͖ͳ͍ w
ηΩϡϦςΟάϧʔϓͰ1PSU͕ڐՄ͞Ε͍ͯΔ͔֬ೝ w 44)ͷ߹ɺΩʔϖΞɺϢʔβ໊͕͍͋ͬͯΔ͔֬ೝ VCVOUVVCVOUVϢʔβɺ"NB[PO-JOVYFDVTFS ʢ".*ʹΑͬͯҟͳΔͷͰ֬ೝ͍ͯͩ͘͠͞ʣ
·ͱΊ w "84Ͱ(16ϚγϯΛଈ࣌ར༻Ͱ͖Δ w ϑϨʔϜϫʔΫʹΑͬͯ$6%"ͷ࠶Πϯετʔϧ͕ඞཁ w ͦΕͳΓʹίετ͕͔͔ΔͷͰඞཁͳͱ͖ͷΈར༻͢Δ
-FU`T5SZ(16