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ReLU6に関する検証

770ede26fb450c104128e35ac37711fd?s=47 Kotaro Inoue
August 24, 2018

 ReLU6に関する検証

Cookpad Summer Internship 2018 5Day R&D

770ede26fb450c104128e35ac37711fd?s=128

Kotaro Inoue

August 24, 2018
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  1. 3F-6ʹؔ͢Δݕূ !$PPLQBE*OD $PPLQBE4VNNFS*OUFSOTIJQ%BZ3% ૣҴాେֶجװཧ޻ֶ෦৘ใཧ޻ֶՊ೥ Ҫ্ߛଠ࿕ʢ!NVTBQSHʣ

  2. ΋͘͡  എܠ  ࣮ݧ  ݁Ռ  ࢥͬͨ͜ͱ 

    ·ͱΊ
  3. എܠ

  4. 3F-6 w ׆ੑԽؔ਺ͷҰछ w 3F-6G Y NBY  Y 

    w ޯ഑ফࣦΛ๷͙ޮՌ͕͋Δͱ஌ΒΕ͍ͯΔ
  5. 3F-6 w .PCJMF/FUWͰ࢖༻͞Ε͍ͯΔ׆ੑԽؔ਺ w 3F-6ͷ্ݶ஋Λʹ੍ݶͨ͠΋ͷ w 3F-6G Y NJO NBY

     Y   w DG 3F-6G Y NBY  Y
  6. ͳͥzzͳͷ͔ w .PCJMF/FUWͷ࿦จʹ͸ɺҎԼͷΑ͏ʹॻ͔Ε͍ͯΔɻ
 8FVTF3F-6BTUIFOPOMJOFBSJUZCFDBVTFPGJUTSPCVTUOFTTXIFO VTFEXJUIMPXQSFDJTJPODPNQVUBUJPO<> w ͱ͋Δϒϩάʹ͸͜͏ॻ͔Ε͍ͯΔ
 5FOTPS'MPX΍5FOTPS'MPX-JUFʢͦͯ͠1Z5PSDIͳͲଞͷϥΠϒϥϦͰ΋ʣ Ͱ͸ܰྔͳϞσϧͷ࣮ݱͷͨΊʹݻఆখ਺఺਺ʹΑΔऔΓѻ͍͕αϙʔτ͞Ε ͍ͯΔɻʢதུʣ


    
 ˠলϝϞϦ࣮ݱͷͨΊʹ͋͑ͯ௿ਫ਼౓ͷԋࢉΛߦͬͨ৔߹Ͱ΋ɺ
 3F-6͸ൺֱతޮՌΛࣔ͢ʜʁͦΕΏ͑࢖༻͍ͯ͠Δʜʁ
  7. w ͱΓ͋͑ͣݕূͯ͠Έ͍ͨͱࢥ͍·͢ɻ ͳͥzzͳͷ͔

  8. ࣮ݧ

  9. ݕূํ๏ w ࢖༻͢ΔϞσϧ͸ɺ؆୯ͳ%FFQ$// w ,FSBTͷFYBNQMFTDJGBS@DOOQZͰ࢖༻͞Ε͍ͯΔϞσϧ w ࢖༻͢Δσʔληοτ͸ɺ$*'"3 w %FFQ$//Ͱ࢖༻͞Ε͍ͯΔ3F-6ΛɺͦΕͧΕҎԼʹมߋ͠ൺֱ w

    3F-6
 G Y NBY  Y  w 3F-6O
 G Y NJO NBY  Y O  O㱨\  ʜ  ^

  10. ݕূํ๏ w ҎԼͷઃఆͰֶशΛߦ͍ɺ݁ՌΛൺֱ w &QPDI w #BUDI4J[F w ࡞ۀ࣌ؒͱܭࢉࢿݯ͕ݶΒΕ͍ͯͨͨΊ&QPDI਺Λ੍ݶ͍ͯ͠·͢

  11. ࢖༻ͨ͠Ϟσϧ ͕͜͜3F-6

  12. ݁Ռ

  13.      3F-6 3F-6 3F-6 3F-6 3F-6

    3F-6 ࠷େ஋ USBJO@BDDVSBDZ WBM@BDDVSBDZ      3F-6 3F-6 3F-6 3F-6 3F-6 3F-6 ࠷খ஋ USBJO@MPTT WBM@MPTT
  14. ࢥͬͨ͜ͱ

  15. ࢥͬͨ͜ͱҰཡ w ݁ՌΛΈΔͱɺ3F-6͕֨ஈʹείΞ͕ߴ͍ͱ͍͏Θ͚Ͱ΋ͳ͍ w ͱ͍͏਺ࣈʹؔͯ͠͸ಛʹҙຯ͕ͳ͍ͱࢥΘΕΔ w ࿦จͷBVUIPSʹฉ͔͘͠ͳͦ͞͏ w ͱ͋ΔϒϩάͰ΋ݴٴ͍ͯ͠ΔΑ͏ʹɺ
 ࣮ࡍͷίϯϐϡʔλʔ্ʹ͓͚Δԋࢉ࣌ͷϘτϧωοΫղফΛ


    ໨తͱ͍ͯ͠Δؾ͕͢Δʜʁ w ΋͔ͨ͠͠Β࣮ࡍͷ.PCJMF/FUͷΑ͏ʹɺ૚͕ਂ͘ෳࡶͳϞσϧʹରͯ͠͸ɺ
 େ͖͘είΞʹ͕ࠩग़ͯ͘ΔͷͰ͸ͳ͍ͷ͔ɻ
  16. ·ͱΊ

  17. ·ͱΊ w 3F-6ͷʹಛʹҙຯ͸ͳ͍ʢ׬ʣ

  18. ײ૝ w ʢ'VUVSF8PSLʣͤΊͯ.PCJMF/FUWͰϕϯνϚʔΫΛͱΓ͍ͨɻ w ػցֶशͷཧ࿦ΑΓ΋ɺԠ༻ɾ࣮༻دΓʹڵຯ͕͋ΔͷͰɺ
 ܰྔϞσϧͱ͔͸΋͏গ͠ৄ͘͠ௐ΂͍ͨɻ w ݸਓϫʔΫͰຊ౰͸΍Γ͔ͨͬͨ,VCFSOFUFTΛݸਓతʹۃΊ͍ͨɻ

  19. ೔͓ؒੈ࿩ʹͳΓ·ͨ͠

  20. ࢀߟจݙ w ,FSBT%PDVNFOUBUJPOIUUQTLFSBTJP w IUUQTZPIFJLJLVUBHJUIVCJPSFMV w .BSL4BOEMFS "OESFX)PXBSE .FOHMPOH;IV "OESFZ;INPHJOPW

     BOE-JBOH$IJFI$IFO.P 
 CJMFOFUW*OWFSUFESFTJEVBMTBOEMJOFBSCPUUMFOFDLT*O1SPDFFEJOHT PGUIF*&&&$POGFSFODFPO 
 $PNQVUFS7JTJPOBOE1BUUFSO3FDPHOJUJPO QBHFTr  
 w