AWS で加速する機械学習 / Accelerate Machine Learning with AWS

https://aws.amazon.com/jp/startup-day/tokyo/

Transcript

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    $6%"ɺ/7*%*"
    DV%//ɺ͓Αͼ࠷΋ਓؾ͕ߴ͍σΟʔϓϥʔχϯά
 ϑϨʔϜϫʔΫͷ࠷৽ϦϦʔεΛ࢖༻͢ΔΑ͏ʹࣄલʹઃఆ͞Εͯఏڙ͞Ε·͢ɻz
    
53. ࣗ࡞".* ౳ ίʔυԽͯ͠όʔδϣϯ؅ཧ εφοϓγϣοτ
 ".*ͷ࡞੒ "84
    %FFQ
    -FBSOJOH
    ".* FD3VO*OTUBODFT
54. ࣗ࡞".* ౳ ίʔυԽͯ͠όʔδϣϯ؅ཧ εφοϓγϣοτ
 ".*ͷ࡞੒ "84
    %FFQ
    -FBSOJOH
    ".* FD3VO*OTUBODFT ".*Λར༻ͯ͠ɺ؀ڥΛؚΊͯΦϯσϚϯυͳ
 (16࣮ݧ؀ڥΛ࣮ݱ
55.  ".*Λར༻͢Δ͜ͱʹΑΓιϑτ΢ΣΞͷΠϯετʔϧͱઃఆ ࡞ۀΛল͘͜ͱ͕ग़དྷͨ
     71$
    4FDVSJUZ
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    CPU
    "84
    -BNCEBʹΑΔ&$ͷૢ࡞
    ʙ
56. ΋͏ͻͱ޻෉
    ʙ
    $IBU
    CPU
    "84
    -BNCEBʹΑΔ&$ͷૢ࡞
    ʙ
57. DSFBUF
    XPSLCFODI
     0VUHPJOH
    8FCIPPLT ΋͏ͻͱ޻෉
    ʙ
    $IBU
    CPU
    "84
    -BNCEBʹΑΔ&$ͷૢ࡞
    ʙ
58. DSFBUF
    XPSLCFODI
     0VUHPJOH
    8FCIPPLT TMBDL@VJE
    6
    DPNNBOE
    DSFBUF
    XPSLCFODI
     MBNCEB*OWPLF FD3VO*OTUBODFT 71$
    4VCOFU
    /BNFλά౳
 ؀ڥಛ༗ͷઃఆ΋͜͜Ͱ΍Δ ΋͏ͻͱ޻෉
    ʙ
    $IBU
    CPU
    "84
    -BNCEBʹΑΔ&$ͷૢ࡞
    ʙ
59. *ODPNJOH
    8FCIPPLT ATTI
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    ʙ
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60. ͞Βʹ΋͏ͻͱ޻෉
    ʙ
    "84
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    ʙ  ࢖͍ͬͯͳ͍Πϯελϯεͷམͱ͠๨ΕͳͲ͕ൃੜ
     අ༻໘Ͱେ͖ͳ໰୊Ͱ͸ͳ͍͕ɺ͍ۙকདྷ૊৫֦େͷোนʹ
 ͳΓ͔Ͷͳ͍
     ར༻୯Ձͷߴ͍Πϯελϯεʹ͍ͭͯɺΞΠυϧঢ়ଶΛ؂ࢹ
61. ͞Βʹ΋͏ͻͱ޻෉
    ʙ
    "84
    -BNCEBΛར༻ͨ͠ΞΠυϧΠϯελϯεͷ؂ࢹ
    ʙ ;[[
62. ͞Βʹ΋͏ͻͱ޻෉
    ʙ
    "84
    -BNCEBΛར༻ͨ͠ΞΠυϧΠϯελϯεͷ؂ࢹ
    ʙ IPVSMZ FD4UPQ*OTUBODFT ;[[
63. ͞Βʹ΋͏ͻͱ޻෉
    ʙ
    "84
    -BNCEBΛར༻ͨ͠ΞΠυϧΠϯελϯεͷ؂ࢹ
    ʙ IPVSMZ FD4UPQ*OTUBODFT ;[[ ར༻ऀʹ௨஌ʗࣗಈͰ4UPQ 
64. (16࣮ݧ؀ڥ·ͱΊ  ".*ͷར༻ʹΑΔଈ࣌ར༻Մೳͳ
     &$ΠϯελϯεΛ4MBDL͔Βૢ࡞͢Δ
     ΠϯελϯεΛ্ཱͪ͛Δࡍͷઃఆ஋Λڞ௨Խ
     4MBDLͷ
    *ODPNJOH
    8FCIPPL
    
    0VUHPJOH
    8FCIPPL
    ͱ
 "NB[PO
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    (BUFXBZ
    
    "84
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65. ࣮ݧ͔Βຊ൪΁
66. ػցֶशϞσϧͷ։ൃͱσϓϩΠ  ػցֶशϞσϧ͸σϓϩΠ͞ΕͯॳΊͯՁ஋ΛੜΉ
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    ྉཧ͖Ζ͘
     ϞσϧͱΞϓϦέʔγϣϯຖʹઃܭͱσϓϩΠ༻։ൃ࡞ۀ͕ੜ͡Δ
     ʮػցֶशΞϓϦέʔγϣϯઃܭ։ൃ͸୭͕΍Δͷ͔ʁʯ
     εϞʔϧελʔτ΍૊৫ͷεέʔϥϏϦςΟʹڞʹࢧো͕ग़Δ
67. "NB[PO
    4BHF.BLFS  "84ͷϚωʔδυػցֶशϓϥοτϑΥʔϜ
     "84
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     ػցֶशϞσϧͷֶशͱσϓϩΠΛαϙʔτ
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     ϞχλϦϯά΍"#ςετͳͲϓϥοτϑΥʔϜͳΒͰ͸ͷ
 ػೳ΋ࠓޙʹظ଴
68. ·ͱΊ
69. ͢͹΍͘खΛಈ͔͠αʔϏεΛͭ͘ΔͨΊʹ ηϧϑαʔϏεԽ શͯΛ؅ཧ͢ΔͷͰͳ͘
 τϨʔεͰ͖Δ࢓૊Έͮ͘Γ $MPVE5SBJM $POGJH ΤϯλʔϓϥΠζαϙʔτͷ׆༻ ྉཧ͖Ζ͘ͷެ։
70. (16࣮ݧ؀ڥ ".*Λར༻ͨ͠
    (16࣮ݧ؀ڥͷ੔උ ".* Πϯελϯεͷ
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    Πϯελϯε؅ཧ
    $IBU#PU -BNCEB $MPVE8BUDI ΦϯσϚϯυͳ(16࣮ݧ؀ڥΛ࣮ݱ
71. 8F`SF
    IJSJOH IUUQTDPPLQBEKPCT