ReLU6に関する検証

Cookpad Summer Internship 2018 5Day R&D

1. 3F-6ʹؔ͢Δݕূ 
   !
   $PPLQBE
   *OD
   $PPLQBE
   4VNNFS
   *OUFSOTIJQ
   
   %BZ
   3%
   ૣҴాେֶجװཧ޻ֶ෦৘ใཧ޻ֶՊ
   ೥
   Ҫ্
   ߛଠ࿕ʢ!NVTBQSHʣ
2. ΋͘͡  എܠ
    ࣮ݧ
    ݁Ռ
    ࢥͬͨ͜ͱ
    ·ͱΊ
3. 
   എܠ
4. 3F-6 w ׆ੑԽؔ਺ͷҰछ
   w 3F-6
   G Y
   
   NBY  Y
   w ޯ഑ফࣦΛ๷͙ޮՌ͕͋Δͱ஌ΒΕ͍ͯΔ
5. 3F-6 w .PCJMF/FUWͰ࢖༻͞Ε͍ͯΔ׆ੑԽؔ਺
   w 3F-6ͷ্ݶ஋Λʹ੍ݶͨ͠΋ͷ
   w 3F-6
   G Y
   
   NJO NBY  Y
   
   w DG
   3F-6
   G Y
   
   NBY  Y
6. ͳͥzzͳͷ͔ w .PCJMF/FUWͷ࿦จʹ͸ɺҎԼͷΑ͏ʹॻ͔Ε͍ͯΔɻ
 8F
   VTF
   3F-6
   BT
   UIF
   OPOMJOFBSJUZ
   CFDBVTF
   PG
   JUT
   SPCVTUOFTT
   XIFO
   VTFE
   XJUI
   MPXQSFDJTJPO
   DPNQVUBUJPO
   <>
   w ͱ͋Δϒϩάʹ͸͜͏ॻ͔Ε͍ͯΔ
 5FOTPS'MPX
   ΍
   5FOTPS'MPX
   -JUF
   ʢͦͯ͠
   1Z5PSDI
   ͳͲଞͷϥΠϒϥϦͰ΋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 #BUDI
    4J[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'VUVSF
    8PSLʣͤΊͯ.PCJMF/FUWͰϕϯνϚʔΫΛͱΓ͍ͨɻ
    w ػցֶशͷཧ࿦ΑΓ΋ɺԠ༻ɾ࣮༻دΓʹڵຯ͕͋ΔͷͰɺ
 ܰྔϞσϧͱ͔͸΋͏গ͠ৄ͘͠ௐ΂͍ͨɻ
    w ݸਓϫʔΫͰຊ౰͸΍Γ͔ͨͬͨ,VCFSOFUFTΛݸਓతʹۃΊ͍ͨɻ
19. ೔͓ؒੈ࿩ʹͳΓ·ͨ͠
20. ࢀߟจݙ w ,FSBT
    %PDVNFOUBUJPO
    IUUQTLFSBTJP
    w IUUQTZPIFJLJLVUBHJUIVCJPSFMV
    w .BSL
    4BOEMFS
    "OESFX
    )PXBSE
    .FOHMPOH
    ;IV
    "OESFZ
    ;INPHJOPW
    BOE
    -JBOH$IJFI
    $IFO
    .P
    
 CJMFOFUW
    *OWFSUFE
    SFTJEVBMT
    BOE
    MJOFBS
    CPUUMFOFDLT
    *O
    1SPDFFEJOHT
    PG
    UIF
    *&&&
    $POGFSFODF
    PO
    
 $PNQVUFS
    7JTJPO
    BOE
    1BUUFSO
    3FDPHOJUJPO
    QBHFT
    r
    
    
 w