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最小限の実装で試す MetalによるGPUコンピューティング
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yuky_az
February 15, 2017
Technology
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最小限の実装で試す MetalによるGPUコンピューティング
potatotips #37 (iOS/Android開発Tips共有会)での発表に用いたスライドです。
yuky_az
February 15, 2017
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Transcript
࠷খݶͷ࣮Ͱࢼ͢ .FUBMʹΑΔ(16ίϯϐϡʔςΟϯά :VLJOBHB"[VNB !ZVLZ@B[ QPUBUPUJQT
ࣗݾհ :VLJOBHB"[VNB ʢզ࠺ʣ J04ΤϯδχΞϓϩάϥϛϯάΠϯετϥΫλʔ !ZVLZ@B[ J0%$ͰεϚϗ͚73ΞϓϦͷ։ൃʹ͍ͭͯൃද 6EFNZͰʮΈΜͳͷ"*ߨ࠲ʯ։ߨத
Metalͱʁ Φʔόʔϔουͷখ͍͞ϩʔϨϕϧͳ ίϯϐϡʔλάϥϑΟοΫε"1* 0QFO(-ͱ0QFO$-ʹࣅͨػೳΛҰͭͷ"1*ʹ౷߹
ࠓճͷൃද༰ 1. ඳըॲཧ 2. ฒྻԋࢉ MetalʹΑΔ
GPUฒྻԋࢉͱʁ GPUͷԋࢉϦιʔεΛը૾ॲཧҎ֎ʹར༻
CPUͱGPUͷ࿈ܞ EFWFMPQFSBQQMFDPNNFUBM
Metal CPUଆͷొਓ 1 .5-%FWJDF୯Ұͷ(16ͷΠϯλʔϑΣΠε .FUBMؔ࿈ͷ"1*ଟ͕͘ϓϩτίϧͰهࡌ EFWJDF.5-$SFBUF4ZTUFN%FGBVMU%FWJDF QSJOUEFWJDFOBNF"QQMF"(16
Metal CPUଆͷొਓ 2 .5--JCSBSZγΣʔμʔͷΠϯλʔϑΣΠε .5-'VODUJPO.FUBM4IBEJOH-BOHVBHFͰॻ͔Εͨؔ .5-$PNQVUF1JQFMJOF4UBUF.5-'VODUJPOΛίϯύΠϧ͞Εͨίʔυʹม .5-$PNQVUF$PNNBOE&ODPEFSίϚϯυΛ(16༻ʹΤϯίʔυ .5-$PNNBOE#V⒎FS(16Ͱ࣮ߦ͞ΕΔίϚϯυΛ֨ೲ .5-$PNNBOE2VFVF্هͷΩϡʔɺίϚϯυͷ࣮ߦॱΛཧ .5-%FWJDF
ੜ
Metal Shading Language JODMVEFNFUBM@TUEMJC VTJOHOBNFTQBDFNFUBM LFSOFMWPJEBEE0OF DPOTUEFWJDFqPBU JOQVU%BUB<<CV⒎FS >>
EFWJDFqPBU PVUQVU%BUB<<CV⒎FS >> VJOUJE<<UISFBE@QPTJUJPO@JO@HSJE>> \ qPBUSFTVMUJOQVU%BUB<JE> SFTVMU G PVUQVU%BUB<JE>SFTVMU ^
GPU vs CPU ɾೖྗʹΛͯ͠Ҿ͘Λ܁Γฦ͢ ɾ$16ଆͰɺ্هΛສY/ճ ɾ(16ଆͰສεϨουY/ճ LFSOFMWPJEBEE"OE4VCUSBDU DPOTUEFWJDFqPBU JOQVU%BUB<<CV⒎FS
>> EFWJDFqPBU PVUQVU%BUB<<CV⒎FS >> VJOUJE<<UISFBE@QPTJUJPO@JO@HSJE>> \ qPBUSFTVMUJOQVU%BUB<JE> GPS VJOUJJ/J \ SFTVMU G SFTVMUG ^ PVUQVU%BUB<JE>SFTVMU ^
CPU vs GPU ഒఔ
CPU vs GPU ʢରʣ $16(16ؒͷΓͱΓΛ࠷খݶʹ͢Δ͜ͱ͕େࣄ
࣮ํ๏ɺಛੑ͕͔͖ͬͯͨͱ͜ΖͰ Կ͔Ԡ༻ͯ͠ΈΑ͏ʂ
܈ೳͱʁ ਓೳͷҰछɺूஂͱͯ͠ߴͳৼΔ͍
܈Εͷ3ͭͷϧʔϧ Bڑ֤ݸମ͕ڑΛอͭΑ͏ʹಈ͘ Cฒߦ֤ݸମ͕ଞͷݸମͱಉ͖͡ʹͳΔΑ͏ʹಈ͘ D֤ݸମଞͷݸମͱಉ͡ʹͳΔΑ͏ʹಈ͘
ࣜԽ Bڑ Cฒߦ D
γΣʔμʔͷίʔυ LFSOFMWPJENPWF ʜ GPS VJOUJJOPEF$PVOUJ \ ʜ ڑ qPBUBUUSBDUJPOFYQ C
EJTUBODFB EJTUBODFB qPBUSFQVMTJPOFYQ C EJTUBODF EJTUBODF E"OHMF BMQIB OFBS"OHMF BUUSBDUJPO GBS"OHMF SFQVMTJPO JOUFSWBM ฒߦ qPBUQBSBMMFM"OHMF%JGHFU3BOHFE"OHMF OPEFBOHMFDVSSFOU/PEFBOHMF E"OHMF CFUB QBSBMMFM"OHMF%JG FYQ C EJTUBODF EJTUBODF JOUFSWBM qPBUOPEF7FMPDJUZTRSU OPEFWFMPDJUZ9 OPEFWFMPDJUZ9 OPEFWFMPDJUZ: OPEFWFMPDJUZ: WFMPDJUZ HBNNB OPEF7FMPDJUZWFMPDJUZ FYQ C EJTUBODF EJTUBODF ^
ߏ ʢ6**NBHF7JFXͷαϒΫϥεʣ 7JFX$POUSPMMFSTXJGU .FUBM.BOBHFSTXJGU 4IBEFSNFUBM
࣮ԋ case1 IUUQTZPVUVCFD"60+XNF6" ЋЌЍ
࣮ԋ case2 IUUQTZPVUVCF(KES:&3:,7D ЋЌЍ
࣮ԋ case3 IUUQTZPVUVCF8M.J+%[$G ЋЌЍ
ύϑΥʔϚϯεʹ͍ͭͯ ͷݸମΛ༻ɺͦΕͧΕͷ૬ޓ࡞༻Λߟ͑ͨͷͰ YͰճͷԋࢉΛຖϑϨʔϜ͝ͱ ඵؒʹճ࣮ߦ GQTΛΩʔϓɺ$16༗ఔ FYQ͚ؔͩͰສճඵʢʣ
·ͱΊ ຊͷൃද༰ɺৄࡉ2JJUBͰ .FUBMͰϋΠύϑΥʔϚϯεͳ(16ฒྻԋࢉ͕Մೳ ෳࡶͳݱΛJ1IPOFʹ࠶ݱͰ͖Δ ਓೳͳͲͷԠ༻ɺظେ IUUQRJJUBDPNZVLZ@B[
ͯͯ͘͘ษڧձ #tekutekustudy ҟۀछΤϯδχΞ͕ू·Δษڧձ
Metal Advent Calendar
ιʔείʔυ HJUIVCDPNZVLJOBHB4XBSN*OUFMMJHFODF