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ML@Loft #2 System Architecture for Machine Lear...
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Yasu_umi
May 13, 2019
Programming
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ML@Loft #2 System Architecture for Machine Learning
Yasu_umi
May 13, 2019
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Transcript
"84.-!-PGU 4ZTUFN"SDIJUFDUVSFGPS.BDIJOF-FBSOJOH ػցֶशΛલఏͱͨ͠γεςϜ։ൃͷͱղܾ
ࠓ͢͜ͱ ɾػցֶशΛ UP#4BB4 ͷ XFC ΞϓϦʹΈࠐΉ ɾͲͷΑ͏ͳ͕Կނى͜Δͷ͔ ɾͲͷΑ͏ͳղܾ͕ࡧ͞Ε͍ͯΔ͔ ɾ࣮ࡍߦ͍ͬͯΔղܾͷհ ɾ·ͱΊ
ࠓ͞ͳ͍͜ͱ ɾֶशͷ ɾϞσϧͷ ɾϏδωεͷ ɾϚωδϝϯτͷ FUD
ࠓ͢͜ͱ ɾػցֶशΛ UP#4BB4 ͷ XFC ΞϓϦʹΈࠐΉ ɾͲͷΑ͏ͳ͕Կނى͜Δͷ͔ ɾͲͷΑ͏ͳղܾ͕ࡧ͞Ε͍ͯΔ͔ ɾ࣮ࡍߦ͍ͬͯΔղܾͷհ ɾ·ͱΊ
࠷γϯϓϧͳ XFC ΞϓϦ $PNQVUF %BUBCBTF $MJFOU
࠷γϯϓϧͳػցֶशೖΓ XFC ΞϓϦ .-JO$PNQVUF %BUBCBTF $MJFOU
ͪΐͬͱෳࡶͳػցֶशೖΓ XFC ΞϓϦ .-TJO$PNQVUF %BUBCBTF $MJFOU
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ࠓ͢͜ͱ ɾػցֶशΛ UP#4BB4 ͷ XFC ΞϓϦʹΈࠐΉ ɾͲͷΑ͏ͳ͕Կނى͜Δͷ͔ ɾͲͷΑ͏ͳղܾ͕ࡧ͞Ε͍ͯΔ͔ ɾ࣮ࡍߦ͍ͬͯΔղܾͷհ ɾ·ͱΊ
ٻΊΒΕΔ͜ͱ ɾϚϧνΞΧϯτͷγεςϜ ɾΞΧϯτຖʹϞσϧ͕ඞཁ ɾϞσϧͷֶशΞΧϯτຖʹൃੜ
ى͜Δ ɾͲͷΑ͏ʹΞϓϦΛσϓϩΠ͢Δ͔ ɾͲͷΑ͏ʹֶशޙͷϞσϧΛө͢Δ͔ ɾͲͷΑ͏ʹϞσϧͷมߋΛߦ͏͔
Կނى͜Δͷ͔ ɾͲͷΑ͏ʹΞϓϦΛσϓϩΠ͢Δ͔ ϓϩηεϕʔεPSεΠον ΞϓϦPSΠϯϑϥ
Կނى͜Δͷ͔ ɾͲͷΑ͏ʹֶशޙͷϞσϧΛө͢Δ͔ ম͖ࠐΈPSىಈ࣌औಘ εΠονPS࠶ىಈ
Կނى͜Δͷ͔ ɾͲͷΑ͏ʹϞσϧͷมߋΛߦ͏͔ ίʔυͱϞσϧͷόʔδϣχϯά εΠονPS࠶ىಈ
Կނى͜Δͷ͔ .-.PEFMIBTWFSZMBSHF4UBUF
ࠓ͢͜ͱ ɾػցֶशΛ UP#4BB4 ͷ XFC ΞϓϦʹΈࠐΉ ɾͲͷΑ͏ͳ͕Կނى͜Δͷ͔ ɾͲͷΑ͏ͳղܾ͕ࡧ͞Ε͍ͯΔ͔ ɾ࣮ࡍߦ͍ͬͯΔղܾͷհ ɾ·ͱΊ
ͲͷΑ͏ͳղܾ͕ࡧ͞Ε͍ͯΔ͔ 5FOTPS'MPX4FSWJOH'MFYJCMF )JHI1FSGPSNBODF.-4FSWJOH 5'9"5FOTPS'MPX#BTFE1SPEVDUJPO4DBMF.BDIJOF-FBSOJOH 1MBUGPSN
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ࠓ͢͜ͱ ɾػցֶशΛ UP#4BB4 ͷ XFC ΞϓϦʹΈࠐΉ ɾͲͷΑ͏ͳ͕Կނى͜Δͷ͔ ɾͲͷΑ͏ͳղܾ͕ࡧ͞Ε͍ͯΔ͔ ɾ࣮ࡍߦ͍ͬͯΔղܾͷհ ɾ·ͱΊ
࣮ࡍߦ͍ͬͯΔղܾͷհ $PNQVUF UGTFSWJOH $MJFOU
ղܾ͍ͯ͠ͳ͍ ɾUGTFSWJOH ͷઃఆߋ৽ ɾϚϧνϞσϧYϚϧνΠϯελϯε ɾϞσϧߋ৽࣌ͷফඅϝϞϦ
ࠓ͢͜ͱ ɾػցֶशΛ UP#4BB4 ͷ XFC ΞϓϦʹΈࠐΉ ɾͲͷΑ͏ͳ͕Կނى͜Δͷ͔ ɾͲͷΑ͏ͳղܾ͕ࡧ͞Ε͍ͯΔ͔ ɾ࣮ࡍߦ͍ͬͯΔղܾͷհ ɾ·ͱΊ
·ͱΊ ɾػցֶशϞσϧΞϓϦέʔγϣϯͷঢ়ଶ ɾΠϯϑϥ ΞϓϦͷΈͰͷղܾ͕͍͠ ɾͲ͜ʹͲͷ͘Β͍ঢ়ଶΛ࣋ͨͤΔ͔ཁٻ࣍ୈ
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