ML@Loft #2 System Architecture for Machine Learning

by Yasu_umi

Slide 1

Slide 1 text

"84.-!-PGU 4ZTUFN"SDIJUFDUVSFGPS.BDIJOF-FBSOJOH ػցֶशΛલఏͱͨ͠γεςϜ։ൃͷ໰୊ͱղܾ

Slide 2

Slide 2 text

ࠓ೔࿩͢͜ͱ ɾػցֶशΛ UP#4BB4 ͷ XFC ΞϓϦʹ૊ΈࠐΉ࿩ ɾͲͷΑ͏ͳ໰୊͕Կނى͜Δͷ͔ ɾͲͷΑ͏ͳղܾ͕໛ࡧ͞Ε͍ͯΔ͔ ɾ࣮ࡍߦ͍ͬͯΔղܾͷ঺հ ɾ·ͱΊ

Slide 3

Slide 3 text

ࠓ೔࿩͞ͳ͍͜ͱ ɾֶशͷ࿩ ɾϞσϧͷ࿩ ɾϏδωεͷ࿩ ɾϚωδϝϯτͷ࿩ FUD

Slide 4

Slide 4 text

ࠓ೔࿩͢͜ͱ ɾػցֶशΛ UP#4BB4 ͷ XFC ΞϓϦʹ૊ΈࠐΉ࿩ ɾͲͷΑ͏ͳ໰୊͕Կނى͜Δͷ͔ ɾͲͷΑ͏ͳղܾ͕໛ࡧ͞Ε͍ͯΔ͔ ɾ࣮ࡍߦ͍ͬͯΔղܾͷ঺հ ɾ·ͱΊ

Slide 5

Slide 5 text

࠷΋γϯϓϧͳ XFC ΞϓϦ $PNQVUF %BUBCBTF $MJFOU

Slide 6

Slide 6 text

࠷΋γϯϓϧͳػցֶशೖΓ XFC ΞϓϦ .-JO$PNQVUF %BUBCBTF $MJFOU

Slide 7

Slide 7 text

ͪΐͬͱෳࡶͳػցֶशೖΓ XFC ΞϓϦ .-TJO$PNQVUF %BUBCBTF $MJFOU

Slide 8

Slide 8 text

͔ͳΓෳࡶͳػցֶशೖΓ XFC ΞϓϦ .-JO$PNQVUF T %BUBCBTF $MJFOU

Slide 9

Slide 9 text

ࠓ೔࿩͢͜ͱ ɾػցֶशΛ UP#4BB4 ͷ XFC ΞϓϦʹ૊ΈࠐΉ࿩ ɾͲͷΑ͏ͳ໰୊͕Կނى͜Δͷ͔ ɾͲͷΑ͏ͳղܾ͕໛ࡧ͞Ε͍ͯΔ͔ ɾ࣮ࡍߦ͍ͬͯΔղܾͷ঺հ ɾ·ͱΊ

Slide 10

Slide 10 text

ٻΊΒΕΔ͜ͱ ɾϚϧνΞΧ΢ϯτͷγεςϜ ɾΞΧ΢ϯτຖʹϞσϧ͕ඞཁ ɾϞσϧͷֶश͸ΞΧ΢ϯτຖʹൃੜ

Slide 11

Slide 11 text

ى͜Δ໰୊ ɾͲͷΑ͏ʹΞϓϦΛσϓϩΠ͢Δ͔ ɾͲͷΑ͏ʹֶशޙͷϞσϧΛ൓ө͢Δ͔ ɾͲͷΑ͏ʹϞσϧͷมߋΛߦ͏͔

Slide 12

Slide 12 text

໰୊͸Կނى͜Δͷ͔ ɾͲͷΑ͏ʹΞϓϦΛσϓϩΠ͢Δ͔ ϓϩηεϕʔεPSεΠον ΞϓϦPSΠϯϑϥ

Slide 13

Slide 13 text

໰୊͸Կނى͜Δͷ͔ ɾͲͷΑ͏ʹֶशޙͷϞσϧΛ൓ө͢Δ͔ ম͖ࠐΈPSىಈ࣌औಘ εΠονPS࠶ىಈ

Slide 14

Slide 14 text

໰୊͸Կނى͜Δͷ͔ ɾͲͷΑ͏ʹϞσϧͷมߋΛߦ͏͔ ίʔυͱϞσϧͷόʔδϣχϯά εΠονPS࠶ىಈ

Slide 15

Slide 15 text

໰୊͸Կނى͜Δͷ͔ .-.PEFMIBTWFSZMBSHF4UBUF

Slide 16

Slide 16 text

ࠓ೔࿩͢͜ͱ ɾػցֶशΛ UP#4BB4 ͷ XFC ΞϓϦʹ૊ΈࠐΉ࿩ ɾͲͷΑ͏ͳ໰୊͕Կނى͜Δͷ͔ ɾͲͷΑ͏ͳղܾ͕໛ࡧ͞Ε͍ͯΔ͔ ɾ࣮ࡍߦ͍ͬͯΔղܾͷ঺հ ɾ·ͱΊ

Slide 17

Slide 17 text

ͲͷΑ͏ͳղܾ͕໛ࡧ͞Ε͍ͯΔ͔ 5FOTPS'MPX4FSWJOH'MFYJCMF )JHI1FSGPSNBODF.-4FSWJOH 5'9"5FOTPS'MPX#BTFE1SPEVDUJPO4DBMF.BDIJOF-FBSOJOH 1MBUGPSN

Slide 18

Slide 18 text

UGTFSWJOH ͸ԿΛͯ͘͠ΕΔͷ͔ ɾෳ਺ͷϞσϧΛ TFSWF ͢Δ ɾϞσϧ͸ετϨʔδ͔Βऔಘ͢Δ ɾϞσϧͷόʔδϣχϯάΛݸผʹઃఆ͢Δ ɾೖΕସ͑Λ҆શʹߦ͏ ɾόʔδϣχϯάϙϦγʔ͕ઃఆΛ͢Δ

Slide 19

Slide 19 text

ࠓ೔࿩͢͜ͱ ɾػցֶशΛ UP#4BB4 ͷ XFC ΞϓϦʹ૊ΈࠐΉ࿩ ɾͲͷΑ͏ͳ໰୊͕Կނى͜Δͷ͔ ɾͲͷΑ͏ͳղܾ͕໛ࡧ͞Ε͍ͯΔ͔ ɾ࣮ࡍߦ͍ͬͯΔղܾͷ঺հ ɾ·ͱΊ

Slide 20

Slide 20 text

࣮ࡍߦ͍ͬͯΔղܾͷ঺հ $PNQVUF UGTFSWJOH $MJFOU

Slide 21

Slide 21 text

ղܾ͍ͯ͠ͳ͍໰୊ ɾUGTFSWJOH ͷઃఆߋ৽ ɾϚϧνϞσϧYϚϧνΠϯελϯε ɾϞσϧߋ৽࣌ͷফඅϝϞϦ

Slide 22

Slide 22 text

ࠓ೔࿩͢͜ͱ ɾػցֶशΛ UP#4BB4 ͷ XFC ΞϓϦʹ૊ΈࠐΉ࿩ ɾͲͷΑ͏ͳ໰୊͕Կނى͜Δͷ͔ ɾͲͷΑ͏ͳղܾ͕໛ࡧ͞Ε͍ͯΔ͔ ɾ࣮ࡍߦ͍ͬͯΔղܾͷ঺հ ɾ·ͱΊ

Slide 23

Slide 23 text

·ͱΊ ɾػցֶशϞσϧ͸ΞϓϦέʔγϣϯͷঢ়ଶ ɾΠϯϑϥ ΞϓϦͷΈͰͷղܾ͕೉͍͠ ɾͲ͜ʹͲͷ͘Β͍ঢ়ଶΛ࣋ͨͤΔ͔͸ཁٻ࣍ୈ

Slide 24

Slide 24 text

8F╃SF)JSJOH IUUQTXXXCFEPSFKQSFDSVJU