diff --git a/autoencoder-denoising/autoencoder_guide.pdf b/autoencoder-denoising/autoencoder_guide.pdf new file mode 100644 index 0000000..b39f019 --- /dev/null +++ b/autoencoder-denoising/autoencoder_guide.pdf @@ -0,0 +1,156 @@ +%PDF-1.4 +%東京 ReportLab Generated PDF document (opensource) +1 0 obj +<< +/F1 2 0 R /F2 3 0 R /F3 5 0 R +>> +endobj +2 0 obj +<< +/BaseFont /Helvetica /Encoding /WinAnsiEncoding /Name /F1 /Subtype /Type1 /Type /Font +>> +endobj +3 0 obj +<< +/BaseFont /Helvetica-Bold /Encoding /WinAnsiEncoding /Name /F2 /Subtype /Type1 /Type /Font +>> +endobj +4 0 obj +<< +/Contents 13 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 12 0 R /Resources << +/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] +>> /Rotate 0 /Trans << + +>> + /Type /Page +>> +endobj +5 0 obj +<< +/BaseFont /Courier /Encoding /WinAnsiEncoding /Name /F3 /Subtype /Type1 /Type /Font +>> +endobj +6 0 obj +<< +/Contents 14 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 12 0 R /Resources << +/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] +>> /Rotate 0 /Trans << + +>> + /Type /Page +>> +endobj +7 0 obj +<< +/Contents 15 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 12 0 R /Resources << +/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] +>> /Rotate 0 /Trans << + +>> + /Type /Page +>> +endobj +8 0 obj +<< +/Contents 16 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 12 0 R /Resources << +/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] +>> /Rotate 0 /Trans << + +>> + /Type /Page +>> +endobj +9 0 obj +<< +/Contents 17 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 12 0 R /Resources << +/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] +>> /Rotate 0 /Trans << + +>> + /Type /Page +>> +endobj +10 0 obj +<< +/PageMode /UseNone /Pages 12 0 R /Type /Catalog +>> +endobj +11 0 obj +<< +/Author (Claude) /CreationDate (D:20260629192915+00'00') /Creator (\(unspecified\)) /Keywords () /ModDate (D:20260629192915+00'00') /Producer (ReportLab PDF Library - \(opensource\)) + /Subject (\(unspecified\)) /Title (Denoising Autoencoder Guide) /Trapped /False +>> +endobj +12 0 obj +<< +/Count 5 /Kids [ 4 0 R 6 0 R 7 0 R 8 0 R 9 0 R ] /Type /Pages +>> +endobj +13 0 obj +<< +/Filter [ /ASCII85Decode /FlateDecode ] /Length 504 +>> +stream +Gasakc#0%*&AI`MF3BVBa"r6#a&Gc/]r]-[:ufgK?-L;HM>Hod@$e0UU-t:a)1OIAIZ,CpiUeuJ_"S3(Ij-"$[0=cB#1YAOXHM`L:WQ4f*(s9u;5>Bf,][7t=Tdjj:cU+XkO%og$^l2o2=D_?]!"-P%:V(B$u5c@q'i_$:Xl?Ab;k/;B3^T8UqP\#Xu:(Ig=(P\^X05[p&3#c4O^PB>",91Oe?%CR[l+<_"+[GE5p.FaW5=bt!6N~>endstream +endobj +14 0 obj +<< +/Filter [ /ASCII85Decode /FlateDecode ] /Length 2851 +>> +stream +Gb!#]gMYff&Ui84e=4M(LuJ<Qgg'f$j`N@Hhheusc7"NI-V.JQlS.[M/jAsLnbj_ln2H0Z,Rp_U?WC2E6kjpLis2hbf6D!TXkmYPhLOJId<;EKCVi[$OK"BOcba1KGen/FX&`"MVbbPQIW:dAO@OSh9JER;k^3mqY'St](nrWDg9=Kq"i85r]EAb3ZQfnNdPk6S@Kl69N6sUf$SO?f+%Y2DY?QO:SVtmSsRB(EqHhDe*OucC`[6trC^mLUheDJ6IDqg.SY8`a;i'!^rVtDFsidV6HQkZl$&Qo5fHd*,o+t#nmYm<.`DHulW2>G?g%q*>*`&Ce.h3X>>OWp2/Kh)[l`!YhHhfV_T;jCD2;->sP&Z_bLk<+AHWV:OVLO!7m"j>gkM`]&KZmQE"WX?u3LT+.IW-0bnSg2[,9qAad$)-#7aA-1pXgg_[5s3m)EZDZ!A)hnB2._4f7$an>7uJ$bY:?RFO[shDZJ+D_]-sL:4N=JLfQ^c^Yg$?dk9rHRO;Rf@(l=(gV5Xt.qGEWBis(X<%7'Q[CkP2@mZ?XC)<2J"jN2pjP.EsA&$(:i[#3b4$Xe@;mNi/9",'0"B(%s3pcH1hpr`n#h63:Qg=L3;kZ$2ZAC-%+W9WM+\EES3!B@NESQt5jW+T`@FVFEB%[Dl+$A/Xj!L05`Z5C?B.J($=8eurG9r]ThUA4M\s/IbhAq=7Wb@X*]D#sTren3526#<"F^*pP.=p@]!.4mIXH5,:Ou#NQgSV-N61$[hT6broe,g2^OkXbdJPZ#t\6Nub\:)WI`]f(\pii24/Cq_ucjo9;KX%JXuFupfsI5!7&!.)c1;Oh?h%Y%;bg,XEXC)CcVq_ig293_/mV5_AZ>sRHLkRP#T'L$Il<6@`>-Jb[\b[7c7(%^rF:To6pq3DU8N5cO#H:'kQpI;.U6ee6;quj\j9ur!ddb$)F]hnRiA1UFPb@E.4PG]:,U2DZ`lT_+Qp+F\%eqcd3X('1rRam^iLinR@I%fsc$F36smV?YT`G$=M04=(beh%pr%?o;Q"g#^ijn#iu@9/IM[W_JT?3QQS;-0uR`/ekF5%h[Pk"K.iQ;RY)8h;hrns3N.15eI>baGK-"G;c#Hmh(S)3:1F#WA#)$mK/iR'>_S#sr36tI/;33_ESW[u1;QXct+D_K>Acjq]>fYa$oV/HRZl>^t.;K.!B7te@!J6uW3F@>C97(Y#m4Jh:+t_"b*'S`!P%WjM\RS-5C$!59G=BhJ6_Ab@4X&bo*dR`KIjr?[B/nSZi-t.Ph`(MQ4\f5\h$V_C/9(RU*<0^5h@D,A0Q7CM!@-2Ma$kD0+nZUp-ql)\gXcO-K\j[ca5Y=f5qrJodR*FTXm-1C=jsc-)SV6%kEupgF1uWAQ=skY-W+?/B%RbkPc$6#`9Ym.jtQ<6d2WJPnhqQ+CHmIj2B'D957gN<$@6,`Ag;p%lCT0-_Q.f+%hC>lp^u?JlZjIk3Hrq"2*%rY2*$gkP9Y?MP9^$51c[,GWbnJVkdqf/iP&RS(p_C3gR$o]j(f>C2D)aHRrTBc7_qUA-sg*O+'@9)OG)6WFU?2rlX%Y"%\%NMBpY`:^4H#e7&O.B&EJJWN"+#PGeU\=fbZ(KKViqq/4BB&I@1%%AM&^a%.8O<[F]6uh$!MrT5[,H/%[35kEmW2Q$Al1AJ[B*e5+rj.c`ueq2c:rEhI5Z=sChb74o!p74rS2X^4aeUISI"tCb~>endstream +endobj +15 0 obj +<< +/Filter [ /ASCII85Decode /FlateDecode ] /Length 2726 +>> +stream +Gau`UBlE%Q&cM-);;Xbp/.T:;,B/0)`j=<*(0*!]_\RG@Kq9^s9mYkm=ud[3"jh:C$/nlM;9#(ElhA%q.$nFEmi@GQ&c67%%VQU$rVpcJgKR-h\6&)13b']qlRV:2871KCAq4hh.tQ'k=@CajGXAQ?Br18gOC$NL$)J"?SLq`6[1=Gdg8%.on^m2bOO.b[.@Ddup:\WO?Tq[I.%i5oZu<0k-IItVJ[71"l8c4YD[RtH5*^J5LbVc;b!'!^9PHP8TMkCZd#8$[ZQ9IlC&*"eo3H+"8r]+ms-1]EIMs+^Q&].n`W%0@$:c!;\"e$;PHnE%\01Ou%IP6FO[XVee3Mb[pW^3f'uXl4V"^]*$Ug(5TE$"G%_o6HQtQIBI\Zg]P%M0%Qon^Ah:3A%"B\&TnE\<]u3JpJM.:TsQReF_^g3/A+YJmm@%5*%V%P`_:-F:&Nf:IMc^*U3$r'Q@"s?KdB,Umkb="!_T?.s/J?Zge^.DgA`](bKn.TGEAs2%h(bhT^#*b=n7?=%hZ27iMM.?P74tp:6(o-UAuim>uH64;]R(2-X_SC1_d=K@:FqI'#i*OWU+$=_(qf^0]n,QjD')N8Q[u3S5hB]JcK_u5BodDR_>OZKI^BOF]8!B_;gpTr7B5]j+QRnFmJUQHNaQi*Q'd=S>2C(F=ju6]&r4J!G!;f36qW5A3:BNCs%/I)0ZHZrX@&tTBg8\d'(U2,,3n+M@q)#4:"kn&q-&K_;jGnS\esJ"oZA`?EUW:I_4h4YOH$R?S^J`PRd!4%2C:YJ[C[ECn/*_HELZ^8/^4IUpU6:4d*hh;N`]>E_PDC_LB(AZfi_iB=3M^"0.Npi?f@Pk:dj-F,>'lYB5+Tbc%Z*n=D`k;h_4Y0'%H(/HJF9j)J5>i'i&3&4_![luA.GY?8&O.M2pAg6Mk>a9LM$<]p<^f'`sV[JBKWnB63\B>i7r)Mc0;U+Z$lhNVs>"?`naRbQ$8'c&&\23nF1YsnC+QOACLS2m%K:,P_'Rrg>lXZ:u4W)W#ZbQ!2F/E_"6h9%G@ksON@Rd3h4Xj\n3plms:cpp(:a+3/r-&N-m2#/EE39jYS3Ij`L7coGJ#7O6:]QRRJaCe1i@O_N'LfP.7RcTB^eaIN])q:Oj@&Du;F0YC'4r1`i#[q=V%kkR,#h^$(fmZ4Wh[R!$:J$#P^+!@A;*nqO2\?9fkp@6[DNdT[>750>N#bcA_jV@ha(0!eRJ3-k:.juaAr\6P5E%)0#U)qW`43u/@M9T'ST_i8;HlC>3BJ932U3+FuUgQ=6b$`B!4'Co;>&NKh,$BQm:N06,YjiVs&heW*?>_@muY(eTg1FO:\?-e;c<$^fQe!QP@$L/7'gYkKL(D]T[>/g-^E97%0fm^/leN$.b0Emm>UV;/Bg>`>6Mk5O%2kb!"73`#Wf7IHX&>6lu7YOcVK!Ji:kCb1K'"Nebq[,l^^.8M7%+>1r-qoAJ-OR<#\U5?`b$Q?BbGZ[MSRUjkL>Cq;'aBa1S0/!r(2&mS3&4'm,Q8)X>4E.l]]$3q)"+>pc]e@jA34]^SWE)3F-GsUf7jO`NI;:SBG>.c,aJF3kd5W$A($i9!q4oNSq2F)[#L"qd.ra\fjMD,hVB>t,;D7#ZchHm-ZBb4mQet*!e_Li&M(E3e<(n>if%uFgOp6d%CLfAL)I:'l)s`qEfa=O22FEW\eQS5nZP19@.b"N^d<([0>HMQ^F_,4oQ*/1if<0+gKnd\\H9:\;H(ODL-?e0m*V@X;E3i7?pncdDs#!LjpllKsI&taW@Z\e_\QA9CR6a3CR6%0K=pEDfOe'lF=i_(IH`U/bXgVjcAcXEWW[`bIQnE;O\@TCMu-'dlFo\I4s:O0CqHQEEr[VPi`sX3:2'),U[ik]%"Z9shQ(mX1nuH9N"kDi0kVZ;b9B.icZ=O19rDMS,0a;`$d$^!`^68ZL\I+R$g>l1Q7?3rTFPUtr1[*^,G;lrSa/l=0-k%X.OppTBO;Xp>kbLk>_FbM%4N3\>.JR)Uggb__q'R=qE7'.LkQ&Bspu0!A3ZsXd?h=dsSB(k;]3]3X>`,i6@?R?+l%QcD;ouBq5Q7Ms$(#Z_;[T\@4FU'`cBK=hgse)205(_/M@I'$WuL@$CbT+s7'=#`jT05S6YVEO$Ne;g]ZRQKcbqhaUbFR8fmfsl5b>?T?*[,P<-BT_m/_on-:>kd!GBcFE4hCjLBA_.K3Ib#FTJ7q7u5+c8U?m/8$5E'E#T;V!endstream +endobj +16 0 obj +<< +/Filter [ /ASCII85Decode /FlateDecode ] /Length 2582 +>> +stream +Gb!#\CNJ7M(&b:BEG,,6ZqV`h5;_EG1h3AGe5#%[:"uX.)A$/2CB7OJG9M_>ot>Pc!!/O!AbShe[R=M1GOM,EcWPSPif@`$(DX`p9DIX2%m1r")t60AK]RQj?!dJUj`N^Rhheusc6.+:-V.JQa'l<<#+=r!i+-_k\fq'4e(@G]5$lc!/kmJZ>fR@a*u=Vo)/NVd\RnV'dP'pTAc9pj`J1m,a7GHR9]5]LS\uJU'1]:.`fikKWTOCMjCYp&*R)7ZFY4ObeQRiB%pVCPAA3eMXLqT;@/1+pY;%k=gN2B$O5e[-@FsQ>_.@kn=fo3j_u7ebGk\Bi*\Ee:U#\uXEk$"_=QM&>;E(k3($"s32JQoplT+&!)YB=]M7\@sjf4S>_,fo1a3'R6-BTia`snakND(a`'r"`4[Y:;@;rtUCi\WJH[^&9Lh!P\RHi!gGG\/^\`8S8K/79qN8OM76*;I>?)X`&kF33!'8TB/;#\+OiXcu.](-^O0g+;/)L4e\p$;jft2EMWmN+7DJr&HG#%&);\?6HasYhnBD-Z46]cIERZ(9eErO:A6FiJO'%4Qam6N7j*Q*Fgr`(a(bo0KGtHgV*c9359";bT".ABOn1Z]2e+^"jrGbrJ@rg9X3R6'(aeq4r'<5]-T7n+oL'WeAU3_X7^f'!`Tja,`hdnQj'8NXJ/tmh'\^K#$Wl)aI";qiWYV>:ir_Lc(CAL?n`i59@2UH2UPIXq6KHiuD/GMQM1D\B%EsmXmiP]g]rs^H-?Aa1I>dnSV]9E.%CZ_/TN=;W!Z'8"g6XRVKf!Po2j2o!PG@&#pcW;pu`?g/+?Ug".,hZ+jm$+eBCafO,YTVJn)R9e2l43+UJNc05tn"i^*Jh#p_D'had,l9M!5;'Z9SMGaFpN,.M%\s:dMTCN\VO#%W+VZG=`8!ISK'YF,U!TeP#%q7jrY8oncdLL[";XH_UfQB<&qX!-,HZ$PX0q9CC:idkkr=-5@BX;p,l`C=3r2CAfq^_tbaVACDATC4Znoa$a_\'GV%.YT8+e+K(Oj8"ZAf\3!.fPLI5mq9:N>5c7;8#2F;d?07Y598g`[]3/&mq7u3eq5)erUIl@2bI#@(__T@O=FZ_H45$q2?JFOG<:#SN1^5>ee21Yqb]X5)F[G/MB2U2\sLe(&*OnU0me+kq\-X>rg-jKlI(J80:m'#q,Rr0,"^,TaC,bsUgVGj2W\R-LXF&2%@Y3HRF6^[mWig5R:9[,cXCbTWu0'H<(fbj6+&4K11P!BeHi-qe?C:OR`X7a'A$Zne"c@Mqt4QE_NcD2*-MNqonaF;=si9q<\5s^Co"!SlJ6/X)eFF?qU*"3>Mm1BZn:lq)>-T:,>$Vrf:d5e>VR,h-a%q#maApu9WE6%9r*=cQlJ`CC2RsHE3^S%o1:ui7+,>Q6)PUr.Xh2[Wk.r,9lWIc/@nn/UGgL"GIOr71pYk?e;Db>rL)?ka/$QUPHRr*%:e$NqPA+(3i3\ZAHA4+c-os6'=g%p)q7OTQiVJj:B6V[7d96Zhm+:XK+L8"!'CV\5s5;H+`.WeY4.+U:02uST_BX`YB,5L4X;X@5p;10LR*>\F.\uf##aQj<'NQDCT870j0]\ZGF.S.6,Z<6'#HI+\EC0*4"mL/iZ=j.FLb0kh^s$f+>>B`,a$]o-F!C`ELE)Z)Z?e1:\f^e90.:2O"QXlU$iWJWLUnYLGdjW:_@KUpL1tf5G-`9Ns;m6WFnT8n!LR<5pO\4]Uo?lS%1O/DRLQ89,A`%r;iNV6H`2Jgt#Gl6)*&29YY]?I\*9VON$:m8+lcoC9T_.H560oFk6MF0[&a_XpKd'HOoqmCCqP("Qk'pK0;Brn;]EQB/+:FeRQe;+$gO8ca%%dT\0S8#%^+h;@)(+.j9SPc8F'ek%aiSIi"!#UZQFCI[n6N8#usmU)O6p&9VN&?@sV;mH>pa7oTj!?^;H4d_O.]Xp#E12f\24VeE168JCj[qT'496192U5Q:ki2krp`G+NI]Wa@iEAEajrud%Pj7K9H/0l^cF&t^!JH-K2on'B[#A!AX;NN54;[Q-V7XimP!biLqnRaifrl-`nr#,7joo(ggK*/Go*3U'6k-S[sMuVPJ';R9ImUpu0pXB"@UFX8:p;EDH3HVT3=^H0^9BZ3$ED<]$M(G3Q08n#'mCR;V#mkKWqSa=5NjG,sra3af`>b$(:9f-ACSOWq;'ACfVXWodE]l"M!s>jV^$"k=4\QOC3MjFkXDN[d^V1&m]o;:a5#)""nD^gGl'e_b_ps5;\MH6^~>endstream +endobj +17 0 obj +<< +/Filter [ /ASCII85Decode /FlateDecode ] /Length 1787 +>> +stream +GatU4968iG&AJ$CCemn`(.3W@cLd4\d:jtlVe18F"eoB20aXj&BNP0*h$$6)Z6`+D7Uo*L@c,hWIUqBsLUmG1$1Rg#?@Q@u36Z8kKjG%kO77UAp!4B-mL6WBYq40CiQMZBT-5;>]emeiMo!U7/G2C.Nmj@C@$Xk4q%=/Lo0"/5*2^5"&oM&^q+`8Sl.#Q)/UsK/$$!!NGI$)f#ks\$]JN8J*l71D=@Be`=WV'E*%"Iqbn;A0Pm")XC*=$cNEnKOL4Fnob.0>dXRWPF`DXQp$G*O9Kl)bsM@BjLn$]TL-.^LsQSA;fCACot`(3D.RAAHnc-%]H1MQsu`A^8L-qBc?6>t4uO$u0BN.+Oip4KKsnj&7duDp8`#5=rbqU4R&T;7Ljg7<(k&4cEEGQ'/JLtFo>(J'%6%8s\6pN3nuOT,V=hjfecL&;STnX?]12>`*'-rCAu=*V>J4eaZ^,^?c#p[-L[3XlnH*eXi;-J40`GPl,80$s3u.b?XPe9FEG1T2h^,HA?!>bL=KAb%`6>2"bSgsPf]DIXgfg>2)&2,0)ucrd/sm+Ju-aYP_qJa@#=YYWi[._6=dlM?6akVbo/DQejCVbTgM]$'`k)c\Fop@;LAJ6Ps;mDD*n]fd'gOXr]2Zp.T6m1]l%l:R[Dk4;T3`:nL#8(AT>k@^QU9&k2HqsjWS:JVVfYQ-P2?d?aU"mT_i./gXiN@_,Wg"n:3"@mcj8u,k9E@O1p95[8WLenW-9hE3s0Z.T-LQeYWIDbI991.3:R&/ocPe.m#G8h&gbIpUd1ASS'/gO3b.@i:"psLS76tFiM=uo?\*;7`q^0*afN!*j(bL_ESO`%tXb3:Cd5J8X'F.MkIhYFp:pM=KFG7&Z\tB[Rk*^>,CA;^R%o9S(I=:k')MaGX+q'17;RWH,P['VfF5Bht>_U.c!IoM"Q"G.)oCVEF@B@&cRBnKt:+(Pst+dd29f"D;3"#7\CcqIa\TmLqZ9IO''S'TP6L$4.tHW3^CBlKtf3iT!g%lcP#Y#*jVGmo(1"-*4F5Kel@a5gAXO^!`'9]'R8NIFJ7S&Q%!.G[gR>6=C#k3MT.O]cr-oJO;7Bh@:uYDrK#qm&T`o.a=Y)pOG;I>Blq&4]eFEgBJ*`DPX81%-8`])pn,Ir=A?]Y&tde,qL+.2g6UMP"M":MZRi49~>endstream +endobj +xref +0 18 +0000000000 65535 f +0000000061 00000 n +0000000112 00000 n +0000000219 00000 n +0000000331 00000 n +0000000536 00000 n +0000000641 00000 n +0000000846 00000 n +0000001051 00000 n +0000001256 00000 n +0000001461 00000 n +0000001531 00000 n +0000001819 00000 n +0000001903 00000 n +0000002498 00000 n +0000005441 00000 n +0000008259 00000 n +0000010933 00000 n +trailer +<< +/ID +[] +% ReportLab generated PDF document -- digest (opensource) + +/Info 11 0 R +/Root 10 0 R +/Size 18 +>> +startxref +12812 +%%EOF diff --git a/cnn-batchnorm-comparison/cnn_batchnorm_guide.pdf b/cnn-batchnorm-comparison/cnn_batchnorm_guide.pdf new file mode 100644 index 0000000..8a9c41c --- /dev/null +++ b/cnn-batchnorm-comparison/cnn_batchnorm_guide.pdf @@ -0,0 +1,137 @@ +%PDF-1.4 +%東京 ReportLab Generated PDF document (opensource) +1 0 obj +<< +/F1 2 0 R /F2 3 0 R /F3 5 0 R +>> +endobj +2 0 obj +<< +/BaseFont /Helvetica /Encoding /WinAnsiEncoding /Name /F1 /Subtype /Type1 /Type /Font +>> +endobj +3 0 obj +<< +/BaseFont /Helvetica-Bold /Encoding /WinAnsiEncoding /Name /F2 /Subtype /Type1 /Type /Font +>> +endobj +4 0 obj +<< +/Contents 12 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 11 0 R /Resources << +/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] +>> /Rotate 0 /Trans << + +>> + /Type /Page +>> +endobj +5 0 obj +<< +/BaseFont /Courier /Encoding /WinAnsiEncoding /Name /F3 /Subtype /Type1 /Type /Font +>> +endobj +6 0 obj +<< +/Contents 13 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 11 0 R /Resources << +/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] +>> /Rotate 0 /Trans << + +>> + /Type /Page +>> +endobj +7 0 obj +<< +/Contents 14 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 11 0 R /Resources << +/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] +>> /Rotate 0 /Trans << + +>> + /Type /Page +>> +endobj +8 0 obj +<< +/Contents 15 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 11 0 R /Resources << +/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] +>> /Rotate 0 /Trans << + +>> + /Type /Page +>> +endobj +9 0 obj +<< +/PageMode /UseNone /Pages 11 0 R /Type /Catalog +>> +endobj +10 0 obj +<< +/Author (Claude) /CreationDate (D:20260629192806+00'00') /Creator (\(unspecified\)) /Keywords () /ModDate (D:20260629192806+00'00') /Producer (ReportLab PDF Library - \(opensource\)) + /Subject (\(unspecified\)) /Title (CNN vs BatchNorm Guide) /Trapped /False +>> +endobj +11 0 obj +<< +/Count 4 /Kids [ 4 0 R 6 0 R 7 0 R 8 0 R ] /Type /Pages +>> +endobj +12 0 obj +<< +/Filter [ /ASCII85Decode /FlateDecode ] /Length 490 +>> +stream +GasbV?Vc;.'ZJu*'^&?i(OdXOeTnL+J9M&0nfW2M"A*f1&Bmu_]%pFCdK/WeB=g2OKHp`uMK.@@l2pPj:\J(bBMTt%1B,,/&eT&SE[nQ,2)G`?OK;[p#5_[6Nk6(#&u7T?f/C[seT?+ta"fLfRmuSA#1Q)$rOWC/7pa9i\?#;q\O2/_[\6IVCL>C-52YSeC*r@9R2Qg,*DZZF!O?b_OFIk1M]e+^a?35Ot(cSF>p!G58Eb`Tn$68pB?XM?QXI>KI4B[qhK#N4=,FS"TA-Y@26OeF'W1+LO5dQLE]tlodYC9^SQf:i)$c]j2Pgf\=pU;nmVk`]WephC!Dd_L)~>endstream +endobj +13 0 obj +<< +/Filter [ /ASCII85Decode /FlateDecode ] /Length 2891 +>> +stream +Gb!#]=``=e&q8H9R&YQGSYZqR!-_'HE?qHPFVGptloqYr2'Re9=?(!<5W&)uoC_#a+q9k@iIjWcCjD01?liWYNfBqHZWoH["'iOdNaeWGMi/SH]RU0GD7O!:ZIcT8"e5O2@2kUOdOo=)A_inGnL1QlETjQnicN=1bmY4ijoe/jKHuMLgOGP/p2c?\(29UVOXp,X='G*H'm"OME[B@b^(I2f`U:IG],t_:O8/N_rdO3P479OoGMCt9+Iq(I]+!0tCspe;4PTR=kdWPI^@1IFEh"QMURc22@&(?1@)'DT_"'gMqkA=3Cn>[L74o3"1VOEXa]oVjAq-A/I%cnn;9X,ZW\MuGZ<5:t_>'I;(f+)-NL8a:"_(e<7#.;iXYQ9E\93).Y?u%EXRTb!Nq/HH]:'bFGZB,!2+s+/#':tt7Xq;PJ=RhOnf=+MH$21;KZ\^tY^-Fh7lDliMgkcQL-:&K(*j,cp406iITrEJTfBD2i%=!7?Af!osJJFOTF6fXm=DS.8/!F!5qk?_9F*>OHoh1iI(48eQ1*)',rf*L1V+E?n4*$l4\M#Y*m2U]nf0B_J3V(&NA8(5$@Y6*DotZaT#R25D?]A9Ci@o_eLP,jo:"JRml&N1jN%"1^68"SFXgLjpEbr%C1POpgd@,'B7+9PXj;Wde'E;\1U.Q)B0+b)RU1BmFGsdBR#Q\knciEaQ;LaS!("4TS!9H8d6+Rr;EQ)\J&.TTMp<=s5l#<97k"SeUsV"q4WK?s;io8k\I%jGNISUlaQk$=#'!5RmU-c;@i@cnT"\K.:77#\9eDEb;jGCSCEVG^Fo"PK)?78??@-gN(YVG0pmgRF[Je8\"&#%aN]Fh6[)W7$;sdAdF$l_:1)?(qBI[N_!YeBe:$pM[ji+FurH]k05Q,V2`GF@AA@>2c\kUjjo4mc(pt5!Dlj_VmkTIE_:40_6EF\J+?L`8W*V]YP8g[4fB>=Sb@7'.$j<98N#tn'-ptb.!1"Zp@^%2NaknEc!-@Whn%@-ZY]Re0(#N\-F0QgT6a"Ic&#IMlgR!-68>KrP6cU(r2-rpc%EC/=(T#A'5G)SdIl=P>#^0*hFp>4>lOWjqYO.+C`cm)!#KHnYlbY#4p\n,E.K\O\/rCi'%R\9$9DT_mXi+Y>S2cfR\7\Akq'S$ro0DI2bi1QQe2QKLG\8/53OX3aCs-G6R^=K>]=aBPR(Qel?,6_D1[),U8An^9QBq_MCbTUBW"tE9)_2m\D*1Ui#/^-Ftk;1$iF$+7&1ZWuh"#3OUfA.SobUWuKOp]/V>5gWQrQIp6;9/Ybb(:[l"h+7UfH[*@0hV_KkBt1-c^XG5feqeRCWPP!pIFQTT%#X!WQ#ONH>1U"Qn$>O\i_oAQ\q%B\]sY#l*UCM!1=1LFRcr-3:.4*l)8o2b5B)?`gR2j.i\1eM[F*eCp0]kH%@VD(@=;aV'P^V^FD"cBl=Y5;,uO+^b8b?bF^3D)"Ou2S3C$P&/eaIF6"ClM^MR4Pkk4f^gqKk0klr2B>^D"#;!brS[_es]m(^DSpW=OlAo@jm"*sE;S3N+t\&'?$M)LgSh/$)5@c%:u]l$'DDsR+K?2Oktfo&Q~>endstream +endobj +14 0 obj +<< +/Filter [ /ASCII85Decode /FlateDecode ] /Length 2831 +>> +stream +Gau`TBoh#i&cFo.U:uV'9/LQZ%\1>TGh:'WnM,k4@":[=Ce7n'd'?m(aM0pB\g`fjBJ/`TJ\pOfE_]s)KQR"t?!O!"Ic`L<6f3a58N`^!NLV,24m^(!-ZPpOfI&'9UMrP[)asZNUj@#]o!\(U,0tE0+SKO1a&G^#5C'-Ekr&g_+C=NDk3q&25r]2,o4hl8h&1]Bk8AQMj/lA.:u4V<@ZI#"hcb;Wa`Be]Oe:=bE=nP&@u\XD9m;+H]q,pXUDJJ;e:C>gq4g:g.R:eQ'2Pl)Q2Lk+>ee@(#J+/ZQ45+LDaV=uu9ZHLPR\bkg$5a>hg)X1V<63K`tWs"0efV9j!CW=Z+O;TiguLM`@jYOiHN=:#GKQF%Ba;Q8ad=ugeP30'IN\CG.\W,jQW>3HmV45MrR-aAg5CSmF4pl11HAYlZh4KFaE2c[EYh[X@%X_Aq9Y=l4t*:fGbHHI[kn%m%61IY6a3\/!V[Y2idM](Z0-o&IT6(QLl/CZ*@Y8MaC"ctRF5!#E7hqtkS`kqjj?9nCm7]ln(5;d&/*"L#]$E7?akgI6(B/U=ekb.aQ(s!=&ln_lao2(l.>/Mn0?*IH*!m_deJ!tQ>jhj\N75efeU[C8lLhCY"Xt03,]##jYir)(2"W.CIA(D@L$d&^.I'>eRI9T-#2>m0_R&U!k>.Kc5`q'FdHen7:T_V_*Mj`@R7"LHuIYUct;Ut&9fAUOC.B?Z%;?Ja"?cg.G4BBWWH-u;5\s7-F5W)Na_tI:.)MhbT:/U#aljO0C7i@(2+bm&*%ZIdIq/HPO3u(mV3c7b;T%t+kuo#7Q;N0RT^9LfSOoN])K*shNV?`T%>g)7ei6+7;d?FlM"K"d,sFZe^=7BQK=cE\rJ\:,seCD6#k-RWm(c%beSlB2Ibap"MFEB5i1?cLp\e22lL5Irt.(,<93#ugd^3?>MpOmaU)3?Hgho1];XA3ds-3;Lc$C+_Er5[rOTHG1I*Ol4HJ"'^MP@uhp@Q5V?Uh+'u\N1^/q8&lsoq2U6*^&CB7&&/RlILD23Y)'s$Y?2d\DPXLjD[(DQ974_A9nIqNi#[nno/<_o7OIc@Xm.])nIb.sgSQ4GoUAG;6.@%C&^Kjc*,:LS@RWFS7rt][rt~>endstream +endobj +15 0 obj +<< +/Filter [ /ASCII85Decode /FlateDecode ] /Length 2530 +>> +stream +Gb!Sl>Argc&q801R(#&WUPQKb]>t%:kHm[i`Bd;[@e[](5YJK/'1m:7.]N=2GD"5cgX#dp=RS"ZN.Wd8>DQ'QUDu);eX`p21piE*"iY4E*5D_s_9Af?i+AQqG!%]HC#.$G3dNhGWr,:.?q:%=.?@sDTnR2bH\B-\%h265+fMHbud`iGB4s/NCGMF3%K0RIJu7V@s8$::b/nJ+A9lP1=-*thTa`%:]*_?FYQu>!7t!p6FBpL2C4P`qmM@W_PW_aD`YeSrcI=Mg&go#DFC_/"P-E4"\^TJ)A/@PmEG.inENb>Ej!dfY3nnL`H+ltm%B5Fk4`1WJDWm6>!4>O5VOtm,qP>7*20:nYmI_rfQ7M\p]-d7%^H?pa^X?"OD$aKrPW-^kgLrN3Gd,O&'^G.1*hS_4j/TjSuWr"R!J4n"%+>)KUr`FnR4g:BK<"hQ))hR=_iC7&srVC>M0cdtZQ.FRZ7qaQr-#;$BP.,^(mqRLLA2gUH"&$s`N0iD"Ad?r7.CYIP1&:RG]f*s'h1MQ<>E+MGZX>ZpYuUTh?cW/13(4V($*(_igJSqh1,okQL3)mK".suoGW^k9Z#d,*6#@/?4;Rc*ZXIQg__D5d3)2cg\AJmaa8NWA.s"^ojLT30'u4*7g6TYs+$Y83LB.f'a=FpF2q!N;i9KkF;+=EM7Ph)47n(M&dYSnEhRB/sQBN?nI$Ydtn$XhDN_\CbEQ.C.d#^^Wj<_c*<"[H^/Fa\M+(Tf%lG):Pg)]bFGiO+S:iD2`0d4>g[DY^OG*]ek;N'\o/O^]%Nr['MOf>-1@2b!hc'K7ZOa%*EGc>FtN(b=aEKp9sM(=JDs*!Boi23V+Njf/ii7Hg7.,c'E_)JQqX=-\:UCsBUlVV*4Cn.\PUt+45f0m`c2)"$t%$TQ\i6a:$R=B%p$\IF"7CfAW&VXS?egVXaHZMCL*F=rbS4JVQ047*:0%mr$4=`T$6SD0eqc#fIMBc5TbfLnnq*[,&OSr&,pTQ2KIeO1_hC1\)=N>bD]KU7%fq+fA,6M':h@M=>1#-.F@XgBZ`jZ%#0.&>eP!TqVdX]hMD\)TI*D/JD`0^KeoGEXZQ]o;$!pAKe%H&2]4W?/9[\UmF2UD(Qi8eM[L2%MI'QU*j.]+Ea?F\D[9o00U[B,0\Gg/QIYY"B<@P/4f3OfQP)V@2?_S69LQK5\4GB"50f-H=8/JE_\%I^um(beP@60WXYA"aL1iP+c:>ZbI,!+5PJm5g%".c2^4V+)mk%l\p9h,U_&Tl[p_+?84pa.6DDK$jiMN(=kj4*>_GBBi%GYpQCTf(2oU4<_>TK:c2Q44I9/V$3p$'S=`AOJYu6=+'2B_k`k-KQaj&IALM_`OI=2eZLjPlF*]'Cn,m;TibU5E&L?ef,^_hnDXM'P2C)3WGAcUm?#Eor2l@j25%3Z`(>Pf6b@K\(Dn+gXtUo0eKRP<4..#Y,h:[aendstream +endobj +xref +0 16 +0000000000 65535 f +0000000061 00000 n +0000000112 00000 n +0000000219 00000 n +0000000331 00000 n +0000000536 00000 n +0000000641 00000 n +0000000846 00000 n +0000001051 00000 n +0000001256 00000 n +0000001325 00000 n +0000001608 00000 n +0000001686 00000 n +0000002267 00000 n +0000005250 00000 n +0000008173 00000 n +trailer +<< +/ID +[] +% ReportLab generated PDF document -- digest (opensource) + +/Info 10 0 R +/Root 9 0 R +/Size 16 +>> +startxref +10795 +%%EOF diff --git a/mnist-mlp-regularization/mlp_dropout_guide.pdf b/mnist-mlp-regularization/mlp_dropout_guide.pdf new file mode 100644 index 0000000..4ab58a7 --- /dev/null +++ b/mnist-mlp-regularization/mlp_dropout_guide.pdf @@ -0,0 +1,156 @@ +%PDF-1.4 +%東京 ReportLab Generated PDF document (opensource) +1 0 obj +<< +/F1 2 0 R /F2 3 0 R /F3 5 0 R +>> +endobj +2 0 obj +<< +/BaseFont /Helvetica /Encoding /WinAnsiEncoding /Name /F1 /Subtype /Type1 /Type /Font +>> +endobj +3 0 obj +<< +/BaseFont /Helvetica-Bold /Encoding /WinAnsiEncoding /Name /F2 /Subtype /Type1 /Type /Font +>> +endobj +4 0 obj +<< +/Contents 13 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 12 0 R /Resources << +/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] +>> /Rotate 0 /Trans << + +>> + /Type /Page +>> +endobj +5 0 obj +<< +/BaseFont /Courier /Encoding /WinAnsiEncoding /Name /F3 /Subtype /Type1 /Type /Font +>> +endobj +6 0 obj +<< +/Contents 14 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 12 0 R /Resources << +/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] +>> /Rotate 0 /Trans << + +>> + /Type /Page +>> +endobj +7 0 obj +<< +/Contents 15 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 12 0 R /Resources << +/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] +>> /Rotate 0 /Trans << + +>> + /Type /Page +>> +endobj +8 0 obj +<< +/Contents 16 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 12 0 R /Resources << +/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] +>> /Rotate 0 /Trans << + +>> + /Type /Page +>> +endobj +9 0 obj +<< +/Contents 17 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 12 0 R /Resources << +/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] +>> /Rotate 0 /Trans << + +>> + /Type /Page +>> +endobj +10 0 obj +<< +/PageMode /UseNone /Pages 12 0 R /Type /Catalog +>> +endobj +11 0 obj +<< +/Author (Claude) /CreationDate (D:20260629192606+00'00') /Creator (\(unspecified\)) /Keywords () /ModDate (D:20260629192606+00'00') /Producer (ReportLab PDF Library - \(opensource\)) + /Subject (\(unspecified\)) /Title (MNIST MLP vs Dropout Guide) /Trapped /False +>> +endobj +12 0 obj +<< +/Count 5 /Kids [ 4 0 R 6 0 R 7 0 R 8 0 R 9 0 R ] /Type /Pages +>> +endobj +13 0 obj +<< +/Filter [ /ASCII85Decode /FlateDecode ] /Length 469 +>> +stream +GasbV>>N-j%#*U9/']A5/AuFqVEAm_O8q!IM/.."aM[?SEqBgLS#-erhp^)`5L&)V[F8[@)l=VS29T[jGsn%N*qg6<=YY)l`!lcA4$q:0qaEmHq$:F@p(jo~>endstream +endobj +14 0 obj +<< +/Filter [ /ASCII85Decode /FlateDecode ] /Length 2691 +>> +stream +Gau`UD/\/g')nJ00u/4AZ`mG,n+mS8G1$$16eY8(m-Ol?6U=q`V6);ZU_LlHlYhNBALY&ta!bma)Fku3S=+$H_na8&dm%Jcgp#Q(>_2ZID979:=$1m('cRIIUp!_c0u]*>Kk*r$nTF*4WhGp^^_S"jPm2TF06$;ZRs3,*#R^g'JTROb18ChbP#+D?gI&aMQ\4F&b#]#hu2O?tN!Tn/)0i8c3Dtg!+="k]5>@)5`2*Cd?%mSJ'TCMMYs8:Z;5&-q'>NlZ:E;]=WdhBZ:"Yg;X>*.L%-X!\S?6h5NGu]]Q*^>,ME:"3#ubr@3Mr[WE1BPLT$8T;(POdc*\4klNUEeN\g1s\p.D`n&-8N<9siei8Q]4@gC$D(`i:da>fdO21G;1D[3e1q3E`=a2%.1AGH]6/t+O60%hbWB0#UCDR=%;,FM_d'(@k6kYk=96MOZq>]3pq?oMZc>apL$8g2"_+MdR,K[i_'PbZfjeX1-W*MFEJ:@BV*lsoONk>9cjM7p/5%Gg7]S"&br:/=;P?SN&^2q*$7QVJ+bg@n;)RMLq2s"VSFH[\fB@a-Tns(t!=WC-7\*uGILojui/$RA^lM^f1Y[,5l$&*CGX9BaS)5dHg4l\N0ZRR&%5=6`+k<2.P3;ct6iFD(j0YmQ'XL]t:GFfk;iH@,)=_29<&/D[(;)gKghI%D,60'2U\VkGgGgVB&M4"CT3)@jU&$oA4a^V^X!N7IZED9K9O(n:(`6m*\!BqTk*[cc)PcE8Ej`_'UG+"dL"/ZY=CE0PY+lH9&88-.!)p-=^<8uk-MFIQ+HAoCXG(4r5QIZj<\Ddqs29;=+#^EKTDr)AjQe;=PuX)V4!I@Q9do>aPEacuZb@,@9N7'>.On8>?'S'c$^?$[L=^ZYI(1BR(2Vj<2Yd;&fGsZg-5]7%QErEK&>C*377cig:B,QcGCG,*\\ZGmRN"\^72[a>RRZ-.Ji('o/@Eh`TYHb70>?%;RW_@pB?k+a`KOgfeF'%^?0=n94s`oeX0P6$h;/R9aQp[`"RNVK-.oXbIS:KTi3K$4F,aJU,=YO/Lp![J_hAm,5p*]M&Ebkm(D(6B!-/+ro)Q=On3*(,fKVJg"RDmuBRG+??U6d+jaZb0A)DJKU!S8M%5g3s_r=A'KJg+F,6gUti0\=;-'D8?e(<-^`5Z%`j2m^/ls[r[Fu?@Lu/QPTEQWaL`NKjHj5UF5BT,AD8haGW`gjN-)4bU*bC]0*G]Gr,KNF@F%S&q002[p?-nKPY3B`t!@7q2]b>ndd/t4IqCsSf#"+qUb,>&frD,hQJ=+qWJH_:+Q9T;_iTbo,;=-(~>endstream +endobj +15 0 obj +<< +/Filter [ /ASCII85Decode /FlateDecode ] /Length 2582 +>> +stream +Gb!#]D/\Gm')nJ00u2aUD37gelMZ6\kV_&LHg(TKKBjOc+CHJ;et+.e,Ser0oc93Y?P:+!mN#+,]=(+BL4&X;bel/d!<7lR^M!ZIH4OA4+@%@1=$RroK):&7h>PmM=(Ig=AU[>D,_n2br@eZd5)7$>+__RcnGH3;Y0\NK\;:!;TTZ%'1lJ$pqEZXY!hTqG#FRb@%,-`l$5aJOD++]9C?R_8bb/TPF4pKq3%LePde06$q+XpA=m7cG[K90r;pk4;7:;E%7''.DY5SKfW>]J]:R-EGR5'!X\rHiU44d183!Q:%n,YLM:JE=B*Z=f?.>ao@U0m"^(Y0dpne1L-r>9+W/*4.F+$f5mF)X(bg'm5QfR!VF]WF8enr#.UCV-"mW/$hY8KYq^,DJpPek$;]+?4$F7=Ri8n>:CJf<*e%.FmMoM+>LUN^I.')l%U1)'BhD!aljdm!k_1AV_jBBr!\e)]R+0bLX1Z/`$Fh$Op'Y%"hofXX/j%iF9L>A'R`8M]TkKA`*C"6AE5.1/K)r&DCg#u#i?h3lGg'U+P)F52_VW=r@nS@1cc&]Acb\M+in/^8%A4S:9l.`:CNjLO3MP^$=A8g+nP)u0HS,r`e^i"(?G!XMo*`09554Cjbq;0,laj3Jjmm$T:&.#&]UaBYB`&YokC#`81f*XZWLF]sZO]q)juiCcp?P_ntloopUVg>NI:,@VSnfJrugj]+._nZspI,f)DNjB3%^2j#CCSXrHZ6P&Q%%\lBi?Hq(9LXK+S%4B$T>79:HE\Ws:E"pB`qE^L(QWa>)CBf7;1_!nYU+s@&oQQfC+rrP4@]=?:G7f42PjB:Dd.KL@(Kbkn+=Gm8a5sZ=&g)4i7BpAqf*-PdXK:sJ_C\iCq8CcIoHf6W_B`D?Q<47pAJ18C)S@9>pQs.HFR)ts[PdTS+alt2"&+_a?Z^2ZW^OZbT=QIfgIbO?Igj'D;\H>rO8!jbD%U._G@BhX8P!+Z5"S%-oE@HR\m9\Ong`i@LqSH0j=BXb5iC#6G`Gn"O^YS>"P^O28PJ3&#cFVF0PBLW$mRD#CfpG(=k8e>QXOj7kYZPcc[n9@J=U,&G/N(F2&03uge)0]QQRb9Y=qtgDMBt%#1#laELf=*-itX'%eY]"HgU(iN)u.ej"hOlQhX+]`im*c5L.jne*Q$!6#cl7r#[U4-iSLlWa]K=>YMM7n>\osn4EI^LN,L>GnY;g*b*(5b%SQ=6?.\%PM3K^I')CXb:K?^@M@a0*&Uhcdj,c[fBq6&oj>*8rk`3qM0&Wkd^/bdPcEIiDro6Dl^gHAfY52-0'L^Fi3nbfMn4Ggq^)Xut9.oVRH+2Y"b8QF!J(),)B]4mZ)fqsdp:@+O-YD]3?$g7-N?=5f(cD,`;fe'_aJ.eqrk#@0P?90NiB6/a*2FW*fm"umGVG$!so=T8g]smmSXE,Gr$e3]Sd?MfGHVgL9fmpRu$$X=LK:P7o)PW[$cQ5@eQ:+]`XlsLN*SZd2lSd;9oqm_BSmBLX9*PXNe[.$>[[Y^,M3n9jqbg)8N:/qC9hICGtm`mor:-%G^9Tl>!nt`a;8nWCkSeh5c\VW\t24c!6N-:e?>p5/^b^HY!A>Ft7>rhlOaPt9a9k2f9U>pidpRo>A"ePCth4fZ)i*&1j5Q3L^,OtO4O2O"S#[*TEYpY[ELI[RLq.&k3_5PEP;jteeGfEt":b[mfg:!k[B);t=pNt1lh[$>=kZF[lFDY03H&L^1N[Ekrk@ff&?"<#t>HB;Mp8$A#(nYWKh_Arl0bj@q:8*HsZXX[j@?cVcG`9LM0+a<-FYUCoG;o`GiM.<[L1f5Z2#+ttMt,fU*W4sc5B-M/%j14g\GQ3kSN1*5iisAbn*:Ju,X9a;-;"1t0Fim#pu>,^NQhONapY#>CD]A%nEV+008&;_9l"9Sg,oWA@&S3HhJg/jkoW(nMs2T4MJ$df2";RDe>.k_sH+U]_%k_XQMN`%kV,6hjM5rDu-,(#LV>5k9%nMItH!j5Fm)>/VG*KaT'rT^.0J!h6LCr:/AT0a0m*PRZ`LLcl=k/DGDO^aN<>TR#\'Imd9K57C%)$igHm*gQJ&eklf)5/kb&Ph6NO7_sJT6Y;`67_7,D\*>>tsRl/Dpjqh#T_tub-u5*^2#%CjQRl]sb2cZ&OrB4sK+~>endstream +endobj +16 0 obj +<< +/Filter [ /ASCII85Decode /FlateDecode ] /Length 2699 +>> +stream +Gb!#\D/\/u')q<+0o+ar\ZcscMH#HQcs2a.GNgu!N:qe5#hIKtg7%*n\7B-Zk^W%W98Xqdil_(=0k,F9Za7"0bfi8W*kD(9m-cbYH?i62hK\,WFM/eMF@*Qf94hJ>6J.%E=am!;chBd\)!,k8t_r$\(tis(W1$`R=$'j0UR0h%]"pqbIX.t:0VUrA[5c>5C]j+Np?$[^sQM&X\:I[0@2=(0T2F0-l&g0!ZEC]-D#4V'T:ej,;:h'0$e2:gj8iK&(S?G1gdNa@/2j(l6;U7YHs12IZi@,uh\fk+WW51Z@F';#e,ZAo)Q"8X=TO$o0F8[?kZ63t$7KXu#@ql8@YV4Pd"&l"JIe9]g:FYVg4:E)B!+)#%M@At4;\2(mp/uB?tY7tUa7IZUVC7U8dV'KO^@H!NObS*)9_57rIWT$,@BB'%:uk(;WC#I%b$a.A9o:;0ZCi`L`\r&9"X8qWt.7A[ta*d$Ghf3-Z0'14(MpEt@<<(hjN.[OKOO&@koTZ#g=\RKi;gp5$)ZI'_Ml:RmsNrft:^r:NP$5Xt]+$:F-CQo*(I\_?;Eeud/K1?e`7o1a?DsKj\#FfXPc3[M"SLbBFXQp%+qYPFk_13o46kn>`FN.)OVp9?3[Y;nD2D;1,=0<3b74Ye,>hjSt"dp9U0CdSQpMM^D_&]Nq&nY((\;o-DP?9H"Ba0Y>Eq$j5s4:b)lOVmC3=2hb$T?mKQ9U7%d%3*@0&[BZ[fpp?8//]Sr7N,e,+S6,+Y9T#sc"E0*hHhgbKH\3Ar;>&t#g=NTY/p@WtkoYG2]`F-\LBd2;T(F?3kQ*VnoE"H.rl+V?(&M*VGkB'q3i6[VXmW?6%mc(RQRPF@lUfjg8DGMR)NB`=cBH)pVonK\NT)DE_QIQ-5>?L)T3fFN:^IMB2]j6;$>9cpLh_(6I(^gf=m+c\E.9=>mg:?[=Q-2+YBTSc_Bf:eRaeJB,dn(H!/aS]Cs"^@Ds,*IjGBgs,Zq#Y5]X40UNMfZ6:\#S9rXUS(:g`\@H4Iu>>,pq[F:u,F)UH8MXA)l^8+e(tE=hF.!2?I/7CY"Lj^-##FW^I"!3tBMb`gaAn.2C]p,3'`7o5Qf.IMlCmbmo<)3?ENca5En[$3Fb3s0kml2mM`9h$f$>hg!UVJL#%F^(b?->mC,BT5c:'OP7?kZ/;`4;bG97HoVC$!#b=m#gD!8I5majr$*rpIpp!?us8jEV`_kW_CqR2]%fC=@YsPaQc0\[\Y54jF6K^b`F(TdAptRT]1fiU=BG!;dS,=Tg>l0Vo+dKU7[9O-bT@dRH19]FF<'A)JLF7o&sJijXFCPW2NqG^t\Qahp+@og-Zd>K$?q+'UQcQJhT7_bQQlhiB>:3Lp\g[q($6BF7c+?C;U7KYHXpJWVX.A[P83d7&],XP^g2ncc^idAW'Vq26m[oXhEpeFtEMnrBc!\6%eXqc-=6!m2Bt_IP-(h<,P`_h5tS4"-SK/>a-neQ^)eT+*segARtbE'nO&Ip75@4*^aA&DuWHE.K-@sY:$OAub1&Ji&9.8_rN='XrH\F't9fE`JP2/qTYt_hDm#D!0l8I+dcqn\endstream +endobj +17 0 obj +<< +/Filter [ /ASCII85Decode /FlateDecode ] /Length 1229 +>> +stream +Gat=*9on$e&A@sBbb_6s?)o7DI0l"0:"j"0k/0G;H_Db>@[7X4MRMLAq@$rWQ?Ur][3/R,2:S,Sj37!i+F);rSs9;jc/I:K'I\V0&np2,0Y`6)k*,fm[%/'g0;NSrpRTVQUr6bl`*gS%(]hf=#jSR1%OKHGnIe&t1]fj/pA^"+/"U4X:\rrCj;nHgm4kJUnbZq/B[Lgamb35A4Z]aY:9]qpM=0L6qrI-%2T?_F7[IYt+IIfk(4K`T#r!Xb@YU&r=._S!Zl9WrX<7BAD))u6%/WN0G;8%A=a=-kl/8D=F.0!/_A0YGPNWV5ge(bKK1jWeNAD\_o@r?6CmlY7BJcE)XknL$n=Yno'0diXnM4aW$"_))qieLY!aL]+np,X_e?+otrI,,FnZ\k#Z#YjLQ4't[Tpqe.1]7dY+[K?7ce"ecQ:kI2C["?R[>l./(FP%El4r1R>]eEXMd$%&-^r`ICTe,ftH7#lU/Qp?B=tYWFICJbf[&h>:a-.YZ+<>p1To7,roTV652u%c`!bTR^ik:VYRiVJ9CXtPA,,V'K!Js3PTAlMOENtp?Q0[C)p$]Jd[SmYEWO8'QG/3I^egNm/3)o'W(;4=*-DHb*BaLb3WhHJ#j^9Dl!]c]#i5MZE/[5@]lN8qTX0,s['N'H.D*qk._E"nSb*;"Fsd/#Jl2rgTTst'i)BY$ctHc4"g:j3\nFN"1nbWG4.-"IJLq!cDH5@Am+gRMK]W](4&WLA=AlQgVJ3cS'(!@7G(ioT;29H/@U6ka9?b)dmUgJ+5M$CR>9\&ATZ$S-i'P>+FK`%&E`I+W[le?Alj=UXeJQ_Oo5_h%fW+:5TPSendstream +endobj +xref +0 18 +0000000000 65535 f +0000000061 00000 n +0000000112 00000 n +0000000219 00000 n +0000000331 00000 n +0000000536 00000 n +0000000641 00000 n +0000000846 00000 n +0000001051 00000 n +0000001256 00000 n +0000001461 00000 n +0000001531 00000 n +0000001818 00000 n +0000001902 00000 n +0000002462 00000 n +0000005245 00000 n +0000007919 00000 n +0000010710 00000 n +trailer +<< +/ID +[<9bb04a6393764f252b1c82e751d6541a><9bb04a6393764f252b1c82e751d6541a>] +% ReportLab generated PDF document -- digest (opensource) + +/Info 11 0 R +/Root 10 0 R +/Size 18 +>> +startxref +12031 +%%EOF