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Google TensorFlowとAndroidが繋がる未来
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ARIYAMA Keiji
March 12, 2016
Technology
6.3k
4
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Google TensorFlowとAndroidが繋がる未来
Android Bazaar and Conference 2016 Spring 発表資料
http://abc.android-group.jp/2016s/
ARIYAMA Keiji
March 12, 2016
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Transcript
C-LIS CO., LTD.
C-LIS CO., LTD. ༗ࢁܓೋʢ,FJKJ"3*:"."ʣ C-LIS CO., LTD. AndroidΞϓϦ։ൃऀ ػցֶशॳ৺ऀ
ͬͯ·ͤΜ Photo : Koji MORIGUCHI (AUN CREATIVE FIRM)
C-LIS CO., LTD.
C-LIS CO., LTD.
C-LIS CO., LTD. IUUQXXXNFCJDDPNDSFBUPSTpMFIUNM ϝϏοΫઔொɹΫϦΤΠλʔζϑΝΠϧ Vol.376
C-LIS CO., LTD. IUUQXXXNFCJDDPNDSFBUPSTpMFIUNM ϝϏοΫઔொɹΫϦΤΠλʔζϑΝΠϧ Vol.376
C-LIS CO., LTD.
C-LIS CO., LTD. ࿘ͷϏϧɾήΠπ ͳʹΘ IUUQXXXNFCJDDPNDSFBUPSTpMFIUNM ϝϏοΫઔொɹΫϦΤΠλʔζϑΝΠϧ Vol.376
(PPHMF5FOTPS'MPXͱ "OESPJE͕ܨ͕Δະདྷ
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C-LIS CO., LTD. ษڧձͰͷൃදςʔϚ IUUQTHEHLPCFEPPSLFFQFSKQFWFOUT
4PGUXBSF%FTJHO݄߸ʰ"OESPJE4UVEJPͷελΠϧͰޮΞοϓʱΑΓ © ࠜઇΕ͍ ؟ ڸ ͬ ່
Έͷ؟ڸ່ͬը૾ΛࣗಈͰऩू͍ͨ͠
C-LIS CO., LTD. ൃද༰ (%(,PCFʢBUେࡕۀେֶʣ
C-LIS CO., LTD. ൃද༰ (%(,ZPUPʢBUۙـେֶʣ
C-LIS CO., LTD. ࣮ݱΛ્Ή̏ͭͷน σʔλͷน ܭࢉྔͷน ػցֶशͷน
C-LIS CO., LTD.
C-LIS CO., LTD. σʔλͷน σʔλͷน େྔͷ܇࿅σʔλΛ୭͕Ͳ͏ͬͯ༻ҙ͢Δʁ ܭࢉྔͷน ػցֶशͷน
C-LIS CO., LTD. େྔͷσʔλΛ Ͳ͏ͬͯखʹೖΕΔ͔ copyright © 2016 Live2D
Inc. all rights reserved.
؟ڸ່ͬͷϞσϧΛ࡞Δʹ ؟ڸΛ֎ͨ͠ঢ়ଶͷֆ͕ඞཁ
ϓϩδΣΫτɺ ҉ʹΓ্͛ͨʜʜ
C-LIS CO., LTD. σʔλՃͷޮΞοϓ 0QFO$7ΛͬͯإΛΓग़͢ಛྔͷϑΝΠϧ͕ ެ։͞Ε͍ͯͨ 0QFO$7ʹΑΔΞχϝإݕग़ͳΒMCQDBTDBEF@BOJNFGBDF IUUQVMUSBJTUIBUFOBCMPHDPNFOUSZ
C-LIS CO., LTD. σʔλ࡞ ख࣋ͪͷ؟ڸ່ͬը૾ ຕΛॲཧ ຕͷը૾͔Β ຕͷإը૾ʢީิʣΛऔಘ ຕʹ͍ͭͯ0QFO$7͕إΛࣝผͰ͖ͣ
C-LIS CO., LTD. ࡞σʔλ༁ ຕதɺ؟ڸ່ͬը૾͕ຕ ͦΕҎ֎͕ຕ إը૾Ͱͳ͍ޡݕग़͕ຕ ؟ڸ່ͬ
ඇ؟ڸ່ͬ ޡݕग़
C-LIS CO., LTD. ܭࢉྔͷน σʔλͷน ܭࢉྔͷน खॻ͖จࣈೝࣝʢ./*45ʣͰ$16ͩͱͳ͔ͳ͔ऴΘΒͳ͍ ػցֶशͷน
C-LIS CO., LTD. (16ϚγϯΛಋೖ Graphic Memory: 2 GB compute
capability: 5.2 (F'PSDF(59
C-LIS CO., LTD. ͷൺֱ .BDʢ$16ʣ 2016-03-06 00:45:41.023059: step 0,
loss = 11.16 (37.3 examples/sec; 3.436 sec/batch) 2016-03-06 00:46:16.764922: step 10, loss = 11.05 (41.2 examples/sec; 3.108 sec/batch) 2016-03-06 00:46:55.245639: step 20, loss = 10.95 (37.4 examples/sec; 3.424 sec/batch) (16 2016-03-06 00:42:54.454566: step 90, loss = 10.39 (286.9 examples/sec; 0.446 sec/batch) 2016-03-06 00:42:59.533350: step 100, loss = 10.32 (290.1 examples/sec; 0.441 sec/batch) 2016-03-06 00:43:04.834940: step 110, loss = 10.27 (292.9 examples/sec; 0.437 sec/batch)
C-LIS CO., LTD. ػցֶशͷน σʔλͷน ܭࢉྔͷน ػցֶशͷน ܓೋʹػցֶश͕Θ͔Β͵ɻܓೋɺΞϓϦ։ൃऀͰ͋Δɻ+BWBΛॻ͖ɺ "OESPJE4UVEJPͱ༡ΜͰͯ͠དྷͨɻ͚ΕͲ؟ڸ່ͬʹରͯ͠ɺਓҰഒʹහײ
Ͱ͋ͬͨɻ
C-LIS CO., LTD. $*'"34BNQMF ଟΫϥεྨ IUUQTXXXDTUPSPOUPFEV_LSJ[DJGBSIUNM
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Blue 1 0 Label Red Green Blue 1 Label Red Green Blue 2 :
C-LIS CO., LTD. DJGBSQZͷϞσϧ ̎ͷંΓΈɾϓʔϦϯά ̎ͷશ݁߹
C-LIS CO., LTD. ܇࿅σʔλ ςετσʔλ 5SBJOJOH CBUDI 4UFQ MOVING_AVERAGE_DECAY
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C-LIS CO., LTD. 5SBJOJOH CBUDI 4UFQ
C-LIS CO., LTD. 5SBJOJOH CBUDI 4UFQ
C-LIS CO., LTD. &WBMVBUJPO ܇࿅σʔλ ςετσʔλ 1SFDJTJPO ʙ
ͦΕɺաֶश͡Όͳ͍ΜͰ͔͢ʁ
C-LIS CO., LTD. &WBMVBUJPO
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C-LIS CO., LTD. ࠓޙͷ՝ ֶशʢςετʣσʔλͷॆ࣮ ʢ؟ڸͰͳ͘ɺΩϟϥΫλʔΛݟ͍ͯΔՄೳੑ͕͋Δʣ ఆਫ਼Λ্͛Δ ʢάϥϑͷਂԽʗύϥϝʔλʔௐʣ 8FCαʔϏεͱͯ͠ެ։
C-LIS CO., LTD. "OESPJEΞϓϦͷΈࠐΈ 5FOTPSqPX%FNP 1SFUSBJOFEʢ*ODFQUJPO.PEFMʣΛͬͨ ମೝࣝͷαϯϓϧΞϓϦ
C-LIS CO., LTD. %FNP
C-LIS CO., LTD. "OESPJEΞϓϦͷΈࠐΈ (SBEMFͰϏϧυͰ͖ͳ͍ʢ#B[FMʣ Ϟσϧσʔλ͕େ͖͍ ʢ*ODFQUJPOϞσϧͰ.#ʣ άϥϑΛؚΉϞσϧσʔλͷΤΫεϙʔτ͕खܰͰͳ͍ ·ͩૣ͍ɻ͚ΕͲࢹ͢Δඞཁ͕͋Δ
C-LIS CO., LTD. 5FOTPS'MPXΛͬͨػցֶश͜ͱ͡ΊCZ5PSV6&/0:"." IUUQXXXTMJEFTIBSFOFU5PSV6FOPZBNBUFOTPSqPXHEH 0QFO$7ʹΑΔΞχϝإݕग़ͳΒMCQDBTDBEF@BOJNFGBDF IUUQVMUSBJTUIBUFOBCMPHDPNFOUSZ σΟʔϓϥʔχϯάͰ͓ͦদ͞Μͷͭࢠݟ͚ΒΕΔͷ͔ʁɹʙ४උฤʙ IUUQCPIFNJBIBUFOBCMPHDPNFOUSZ $*'"3
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C-LIS CO., LTD. C-LIS CO., LTD.
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