From 1d168562aacaa7dcdd1834caa80dbdddcd4ee229 Mon Sep 17 00:00:00 2001 From: Tobias Eidelpes Date: Thu, 9 Nov 2023 20:24:26 +0100 Subject: [PATCH] Add own neural network graphic --- .../neural-network/neural-network.pdf | Bin 0 -> 13328 bytes .../neural-network/neural-network.tex | 38 ++++++++++++++++++ 2 files changed, 38 insertions(+) create mode 100644 thesis/graphics/neural-network/neural-network.pdf create mode 100644 thesis/graphics/neural-network/neural-network.tex diff --git a/thesis/graphics/neural-network/neural-network.pdf b/thesis/graphics/neural-network/neural-network.pdf new file mode 100644 index 0000000000000000000000000000000000000000..da8905e5ba37b196c992b3f5ddd23100c92b3d11 GIT binary patch literal 13328 zcma)@b986Hmha-@2+YM-io z_Nslp=Z{Yj%L$24)6+0R5zj6TtwON?=m53`7EoMVP_$CUHl|Ky0D5M2CcuAOP_!cE zR!+ta09p|%eJ5ifV?$dbV<;XTC`Ts;V|{BVxAiWKKATMzgsyAVn^oMwc$|1a9neN| zPx7cYv_qp3@yK;Ef3VL_9ti?=E%RTd=m>h66?1lMv5fa@i|eJa zI-JPLG8{*_xY;t_6sMia4f|teSgv@XvB^#_aarkl;|%gDvI>Q%1q|yC89$uUS+Ev{M;jT{G1rHtEt>KBBp6TBNEw!?8JjtyHp(wB)^qL@ z)qxlddX znV}0|(FH@Ch7|^eGu{{Ac@fLNe&nk@`<4oqlyCBuyY776eaxiH?DX_}KRz6IGqU`l z=4lDipi`Q+a*n&Ml zXEtv>GT)eH9|cBw2}@RyA&JWt_Q_z}kq~G0cap9%3joJqqK< z9#8mt1Vg|)`FafGYv@H}z_#C%sdZpd=81eW3cvf39P;Fqp;(u#<#v?R#uy2^=3^Oj z#>Uhtkd^wUiPccMx(^<++MHI$RRTuONCg?}Nqv1~S5Leua36Yi1Ir)x`&Gha<+4AM zlW+Gqv9WmBGi8rbj)%+UkFI~;c~Gy_PHi#!oLL~swh}VG+6K2TbbZPdmD$& zcF#c~gv;~s8Kl=!I=L_MO^m~&v#K;LX&%ip#D$KW3+-K=hU5SqGbL) zd`k2{xBb#^N@qdqh&HERL5?_~tU)YjRW3Jc#k?eJJ&n(Vsp;k*T&FH5ipQvlnL!d? zXWk!^tG?myfs4}ykrJTjgjU^-&$cy+D-SB%yHM6Uvx3O1BHi#qu_WqspGRJ`NZFL+ z&rY}3_L=_-(@dDhV@un+!Flk(&r-$_|B^zdBb7+_HREI$tGYb}gA>u}W{AyGZb^HZ z?DW}7Xa15Yl8QqLDrP9O1c_?2FXtt=0`<*(?RuG1@9^4*wt7Lk%ANm4bdZBSbfm;$8<*c*Rp@~&Dp^`k9F9HZg7EX5S6Z}xTmT#9_yGH@pJ zSLNhHfs^fQX>$?|ODftA9U+Yn7Ad+vF8xv|*;#Qj(b-00yB=pR^eKg>Oa7eKJ<+nduJH_y=XJ=2UH{(#fQuEs|osffSp+>zGaOYkVTN?Z^24@nDi2ix~r z?Up^nuxjO_MKhm+dq@Q}TO|G;tzDnvm^x0fN2B$|7@Gl9+~O^_h^JTNA7nv(PKE|_5koGh(8H`&oU{5Cc{+B~D0a#xsUAZMp8(Wu+Z1GVd-y~y7B zs%MSkg&~iTRWKYUJ23)|Prkj%ZSp*iQC-y=j0>t?!hKyb1TMn0i|S*93iNbE6%ySr zGHT%kd30*4w|7MXq45YzG&_-6ig(6#c6%5^^n_gk6cg}8VRwU-Y`1okE?*`?2(j2+ z<6k)w zA31c!#o*G8{fj$6xgj9lo_8Hb2hzw>y1RU^8KAMl?w>eCv$`bjj@IhfgR+TwfwAHt zMe!tfj%{W08SdDMFX?LEU!%Y<^ma!hse{d-3p{wW{ruy+v;tQX#Ilb)(3sCC=Sy=? zVypJ&&D>gWGK4S-lqdP(Sd2S$r@Eph_@2Dn2<$0J+;|TW;SR+@5W2Zz$HhkBf&6n$ zUawcanD>0EL*$a6jBSkmB_e;Ve+Upg{eMv+dH_8W8{5Bii2=aI#LW8d79)V}-zI>a ziJ9SlD_GHu;7W;?Xe?4KP7<&HF-AexP^T6qP#Aha7`j9z2}#PWqIq&{f~|SttO&ot zo4jk!Y0v4`@1}0sDUF%Ul`HRS%biIWjdm@DW;)AS0vMA}BBr zH-El3U(EhZVcs25CA|n1Y?-dXx zdM)SRFcg$rO8}>zHZH@u8at?yJ_`cf=1Gr0Z3JiUUUfbf*Y@`IrV0)2CY`INIE#!Q zE7%p#EU>5FR#$Jc-_9inQ>9j~FV?}ZKEx?IAJ-SsdH==kw#t=WZ(uK`0ceN^7n_@a zb>Ed==q8Z1F|%JWCB|Dy-MTJBre9AD1kgUjC+FtQb`L0ju5V_Qm6aY%wTc`bui80WgTJiq?aq0)e24#l1-lD=esOH@=Qg|a zXx2VD9nFObY;yID-}!2Ch1q?@tp)A@0Rs@oi29*{I)Hm2v43Rm^gViM_4y{|?(B!Y zfqrP|R|9o~qV)nJaNZ2y#pHx0p<@8KK7;*u`7GJ*L4<<@s|{Z51zy(kghV;XIfXZ< z-O_#0zq>*J>qU9t<3a#>d4Il6SOaab(w8&M@typJNfDKKPxDU)8OaIxu8L0z#s~7z z@*)7D(E$bkfgK`)L2~1Od~rr3qaI#U_ZEp~2{VhVIVzgYad9!k>Pp9s6p1eXo9Uj(-R5erv|&mo(htQJ>pBev4Wjf!II2 zYJT^s%D#X;FX_W$1AXc$3f}0Rm%}v&yS0DRs9@SW)`Bv~d7k*{5)29=1^{hX@b9v~ z`N|*BwtZcLJBIM}Y0$xsUjG2^1qT877JaT&W|4u94H*H&`!4N;m%QI0N6lrS+t}F{ zq69$JI=Hsn^|@o*f+7LE_~S0mqD8$7=mEjAqCoiC0dqB?1Jwq$9eiY$Akg}qtl7@# zhQaq1e83|C-AjfxsEQMtn#u zyB$=Uc%|%|-+DMHaOW}P6$*2c;%4jJCTvM7=cPVUQfs_1g_@z!=FhkfrZo==k9JLD z$p4%R4`F#y@`Rmf31o3p1k#r+?6`EPpQz%6 zZNI=-Fhdg}vAhOm6o3(5imfN?5>1X4;=FyibAVFr?1@IfCGM10A$Ha3sViXUEP5&W zc=^3CCTU}~I%}Yw%h5dOGdFw4HFZ;Rd>Kj12%#)8c#{3qHu}?bMlk6tAA@`-4!kdr zGKmVRMT|&%u^(CeKHw+kN6CKY<LkA2YJGuXWo;NJ*d=(IqJtm=w>?k)yz3y% zoM$J7mkvII3zTM$wRb+7>QGM<^o6?7>R7+``ofj1Gr-xb(We?k2TR&tvpzhd|ANms zZ(BT>_;T3xaY;_&EX=jVGRenKP&6s?J{~Y>W8klIGPi{;R#1|mbXYlgE47q(T@i^sa%H z5_2?>8OU<4rYv~GGFJbry=T;mF4$N6v8^S6S*b>CA;2Hql?pRVhCh+KTtqa337ZMB zWk`62ck#PSXPPtU&VZzY1m4hs)P@iahv;dL{qX*V`@VpOPis2`TeX-=J?6u2EjTwh zL$bakr`$5a*=fo#aJR!kWU%gYcVTFXDgmWwJ%dxQU_%H=!A6}VA zgk+963&$hMtHP5_L`vbLHk)C)h7T7P`T9C{;J&H|vfp`d|U#XQB z1P)Vr?uPyGB{`x(#g>_6++d){*51{9*_W$BpcJT*AU?{bV&S+BIacUEPfS+4M`=az z&RTy+p_IBQQ`l%wvV=1BC<=74pNb05iNr?pg&K4TOy;&r8RS{2&{?JG5-r^36W~4h z_xo$hmO{Ba?1*R)Jvgu;bB>)`7H3+!+`pPyEd4v%JX)DjbEFJc76uFXDI)o#N0i@B zMJ@dYjD_hQa|>3N{io6}Q=Q9vh%zlIK;9vOXFbv=Hp{^y1$|nzK36*1FeX427q<1P zoZ5Dgl=}%oyXxg`+@@DFHn?ajrk=17fFpVHCD+w4w+l{tq~wVhnC5vD zuiH6sJyXgAW3REZuk%Tp3<+$*UT(bsaWy&vy-4s5Qfji`sZh<^*0L+SbiyKgQg0&wTkYp9~Ko zxw8)sSKE3#^)0(}@Qby0`#XLTFXh(?Gqx*~6&zp)$jD!N+xp`hQjSKFL=sbv`3Z3F zsj#ip77~3Q0CAyf55i4sf1w>17=tbtqIs$(EeEsUvI6OQY|r#s6PWf;B{(*{Wc$3} zJW6Q|T1LraJNGa18$~71U=?%p@!}FK>4UM5X2C^~mYgfUER$oVZTjtj%w^}}#80Yp z&`wR}c5wHH^`pP2m$UA|mzb#;hR(IX1MfM75|KEv!q`vyHh9^|Q3# z(~XptU8i61?kZ%IDBR0^`A56dZ{}CEhP`4mt8=f_6s@FEqEPlT0w;{TKbu|CKy7S7 zWpFhWIFJ|~Z@J?v4a;a4wi=bI@Q8_rMi+NPXRB&sH9po|sb>+=cOgHiGrCbte@98@ zG>g7+$hY>D*^qU+3Y{Ep>Rwnaq6Z$R58LU*kvEyM_yIfgQF2lp=1hcJ+&;lN%ShW1 z+*kxeYH~wxTqorYhbIYt1fMznS*@-1@MAt3f^n}KPV#ttU94StZ_ZF(%Ble)>r*wW z7%EwxKQD!SR!|+((da#y2~gF@JEXmf@jqdwwRp*~k)?5^V0K>L1E9*^eFubfdfFZW zd9EaXxkc$(mJhqGgE8^gI(5>&{X&3)DaX92{&PJSmgF%q63xJ5z4dq@i1!1kWVjjp zi=S;Yr~SU_Ow}ckBFX9EE~nHOQIYj62>l-R~NZkER`|q1&r@BjXqCeJd91kxSft4Va}~~ zs)Emw^Etu3FDe_V%G=dfks_aQ+w(_a1uu^HGRh0t4v>{DFyU<=)oN!~*nw8b6o~|N zGu!2UtCn3@8bF#TUSv-$(ghzkHaAi)qi9osKA4rV`}>i6x@`8De!Je)mQj>u+6)S= z8?yM>(7&acT9^1!kjW`S9cKK>H=K203?I({J>__z=(@*N8Xk_ziY}~2ou=CEHk(Qw z3OwHVXZ$&a>Ha0RA!1!D%)n$yXZjCV!BYqr$_0PqwwoWg&hxpqV0UNyUS05W0<5vKTObgMkxbJqH4<0L z7T3QU%oB}!CD3DuvWGFp@^WQ&W1&)pae56V3r%c5Ck%Tvx6N(UwO5IyJ!zAKT+Yj5 zI;>i&f>CBq2IN6_8hrsvpMB+WY>fGL23kA_x+5Go{?_KOu$89YU*!}ifGb1sLZ<1d>4o5aq3GFT0?IOT|hO zZXjNqn#RM={^oeWii$;QtKUO!^oElybqB|3U$|3Psoa*f&<4*Ho8_PK4$u(3erUfi zQvAS=Hzj^b;dHvKzm~?a&#K*dEanP>x?pVbqW^L^{xHYHo1oVefVrhUu6`a+AJ${V z>qEmH<_erA?<_W+mKlno$V5H&`n_Ts4!aK*fqE?7G{toFZUqxxhrZI2E{*H5y3hm7 zwqa*$!N+`};JP1%r7cpwUFz(;*O|IY-5b3lPi-Jvx)Op)`x#tyqYeMdo<@)}FZfas z@gfZiU!p>E1~m98jYtTUpyy|g(Tkin?b`M72i4+2fdR`6d5)Uv_uP5VV4hW$H7pzD zLlY4kupv9oHelLNI^aDvd62<;j*cMcv6nSi)HLA?Grf|+enQ%m`36|3D6!V(2PL*8 z&FC3$y=zwWs9K;pM+J(aA@&>a!sz>TikJXlBqGrrBV1;tR9bADV#e|g{3I@xIMr8f zVoaTQL|zRf-jMWuibKL?lnL7=(zqK%31f&VA=aM6bLQis_E@e4rgiPMzb#Q?VLVWx z0V0QNnrryIL$M*n#YKZlVQ7;oG+gG}l8~(BHL`e)VK``Y%@?Qq^%3W3O7>WH$2*(U z3fthoLRVWSYJd&z-rW(Dv_wmaz^z0=x?CPK1=CWCLun5ddQncJEo)CE??$pDNip4m^b_bXV`l-lr9+NnHXjc-^FHg3^jrMr3 z&1a0a)2VVkrs?IQ?p>sb$ahkSDVj59iAkrI^~Tz9uT zF1U;4AY$7gRN&odK5UC&%X$m@fJqBW`_51@PO85#cwGPamTMM-y-RD7~8qvqM`%MYX|4l%; zAlSP8I-`%p<3r-k{gRbKdY9oqT3P2!{SYMyX4hRpcg;1RccyFm%$3lS=cF4e%1b=& zr#p_y@J=EoW}P(Q#KT6{Yf`(ZZgG7~b&cuDw6a3>eZgu3c5@#8AFZi5LNJ>?I2+a% zNT_NP+s@~KBuN$1of#tfO>}}Q@o{vCvnmFk+Ma&WCH$k>t;@p)nX$`n3%UJxP4w^l zMr|{ zn?!!nX!S#fj{1Sc{SLd0SFgr9gg4VZ(+J+LbphmEaMZ!96m_din)pLa+4;8?H)dw& zvkAy40+*=8I_u+doBEsJ*6@K1xs-n}&W|jAp`v|_j>T8arF7p_qW9|!+^=|&LrJIm zDMb~SsGOT(5s1DA4~~l!nAUaLfd08%i>gr?)ut^~wG7w9AGqDJXn>3ZMWC!UOvUTh zlEgaqdfIp>oU8Am;hdUdELem-x1p0%!bH@VD+>${HaSzt^Jh_f>W)ym_AI{xHsTRr z?PFIi(6jES@6*57z<2Ifxczg^+TsbOA>Dk?1-B7IfyiWye+x8<1{^$o0&Z@Y3iUXl zparzF%q21%q&*{08a0zz0vu$1;S?+KlATkepwl>~k^tVOD6fTWwD&e&R`Zn5dNCnO zW$6I@^G`C7>vgMuzour=t0<$<|3t>>a`4C9c%BWlHPtjhVsu?Cp+ZdYYVmY`Es6UI7? zC$JR_+$uGZvnLVW1^^cD++=KIMgYaFS?u!E(kqtV)*dsxKKBG_n{CwdnY_>+w9#Zy zuR88!VEAGGbZ&~9xpc6h8JDQ8ZQFqsYt_Vk)2x}LGlv_ZdFl}KCPYZ8f*P75_BJK& zTarRcpnN2Fd60ig>`sCH^>&JC8o&%HjrqmMX~>)wj^48=;My$*6pPk&Ie*}mcfvw9 zeG2t%>@V>QTpU)M^W~{elf>tbI+<4`o;sdpdEJnT+}19VT7q|lNNvBDg+}K00nHK= zFMJ)RsLC_oN{VcEegi;30`G+4K!s~@u!kPZag?z&2_xCnu6XxJ;agBO$mGwIL7Lz9 z$Na5QgdkZ>qFcsPJTXmDg^xqtOY&?U#~3*O{!#D4kfob%t?^ra3mrGbx|yt?-=sJ> zF?jXD4vYmuykM>>rKQCb9657#lfcl%d7BE-SAq_!TQKhqJU{WYl+u2g}m*k>Z@njN9Ba zLS>1rt*p9>fOmeaMfufNcrnhS*)qQ93LBW=4w|<0bS+l-OavuFM6gwe0V&h*8P#g6 z$0Jd4ys6lB-PRWN<%d)%TjkYrfmKOLrY%tuVS9cp<|+x5pr{Cu<*L+9+czdu_Ca9m zMvdF*!cPyYVX;aTe2C|AHYYLRC2EpzWcPtO*7+J8>K4lglO?Nm)r=AA$a3^Zx5R_3 z;1j7<@zA;nQXTA`Isi;2lBhy+av~>i2JQ&6WNb<*edsKjFI>Kf0%}C@O!{`u_Gjfm z>hH5b$^`tjApv9yorX@yq61EReNmLQlyMjHYqEyS2b9}+4V4L%PKSa~FNPS$2>)Et z8B3E1V>s1d{JeDS&ir)I7KkH9)`+0DS}{Mwshho~;M z6K!Ch%==rx3q(rB7UJg_yx83=akk_{(i~7-_nX3St|?P*2h z1*wC9B>%L(Fa!6-pMfB9GH9~pH?gf4JG+8|bvUh-BNdeUcKj3NYjR6n&JAfIqAN-* zg->gS`JjD>^kYF#(n=yQPbr+MP?Qn+8M{4v4f}(kH-#NY$9U!@m~a-zyo1NoO{0(% z^f~+*Ex!RyTm2~5Aq+FgrP#d-f9Fy+BS)#g!f#f?JZ;Th(-NTsf{|405GM^IfMu2MaGODg!#odME##LxNbs4G&mWu7`&=k!y8G1?cA4Cwg!``S)l6IxtncMJd)%JU`Q zLO+&-HU(#!=3$&Ud2pBtxZPyhxl`&iUCHu|hyyU6Vf#q$LH5$U5CvAj#%Ndsua8>Z zga1tD62AX!p`Jp4B5rh=gxQ71$8w|4GO=JE-!cQlS(=}syL>(Ni1Y&--4-pLI)r#a zRA(s9tCij~VpVEwmhTT=a7tN5Mo)B~Hf(t;XG}DVPgj-h;H&JI{QZ756e(7S@=nc8 zV>a@v5mip_=Y5TqqN?To=7w+k?NR6O4>Ovu6lYecZEuORh6nfll?Dmti|3Cs8P4{b z_XBWd*~q!ukw9x+1tb%1)Teu6Czh&=A{hGOrN%<%*916%do7VUGwc(0J=?sly`-1^*o1Zbzi0nf2 z-El-R+_0+0)pR%&U;~PqcosF-Q*Nz3*C9|zJ&IX|vAgaZ_g5ajIhYee@~O`k0CHL6 zHC3^G=L@D1k{S-S#xY z(SyuKNd9&CIxP?Gfq2fj8)(f0sw=f6=q$}Pnz^}%n*O6TCBba1O00d6Yy3dDPHPGV z^gF%38@+uhC#&%yq=5bquGvf6_ew0rhD5>aA8uNCuX)Do+4k2Il`X#)7MyHWj# z+%;fuF28BduOZXvDJsJMp7_&p${!?8@T@(uW#+5i%Vag*-d1GF!sQI+5JflEG-l^>+$}>IR=Oat!iYQzSH4;|)%4#=2cMAUZ=fgNn~w9B*|#xVc%3 z$-GX+A@Oq!-}(}R8?^hAI#gIyMqlAmb?8JzaKxg8kZ7DwIr~DVd4cVSRwb~rMZGbc zbkewn!m$LYmOVb1;=C)aJV(U0&N6zLc1!rN$y~c+4e)nr zcsP+D)R-OxDzb)HV~Hdvbs*(a?gYliPy(+}6)|oZO}@V2TZYF+*s1OZnuDhm#Hrn8 zSSL#CBafC>LLxJ-a`PJv(yP6(V-=6@u!-r=W|t%QO4~*+40&Wh}!cg5f?3~RFnk_YtED3!r&fRzx7`E1P{aqq|gm)CUK~E{z&Y) z7}5mFY`#qa&XkOj=fG<+x97J7=o<}r=S@?5`1|T@(vrbbb0MoX1mKD1fIu#V(cyr& z!BiE;MI|{7vW3I<$zX`_bULT_%5BO}%nAJY`j7ZS@^7*G*V%fw2BJgZJqoc>DW z2E>&l#gN!`7P;5Ykkr48rB~R37 zXx2wA9c%dbAXd0K8=hbRiECGtS z7b}RFaQLZPxMgov<~F9ghBh>O%EO!eR19HgqD#|imKpD1_7XZ-q){WGM+b+;8UcDh z;;}xff_R?c(yVM?cqbR(_ueLTgRAZJ&+R&p-axR?Ulk|U?u(|HR64I(A>3NEV?WjK zh<~0}(C5hIE?uyOC#~NIucYWmPSIbBUGOP`gM!|gmDbPmS!GAu zmoSpoa0HIZkvTkqh3A{vtauM+nR0?vG}pVIe25Kyd1~?b0q%??NlWKl$3i@?mTi$GXNLDAy_3m3bdbcaLVW%rI%6?)sE$gmmkU2*-io#W+8(=`3 za;$;}%cwCSWN_I+Hqh#_Ib}DnaLX?*RH>D>LP9~Vq~ip#G6YlTTpH#8yY!6L%r|aIq)R&c;cPiUCP`%RNGJ|O z=M5YPoh->RvAr8;{m2&3{k~}S{b-CkqbIf!zOS^WM>8}u!Gq^yHN;QiLHYAhk*bkv zx(JsjNuA6Dv*+%(#S;;vmqLbuB&z(J)jDI*h-VCP5-NsEPtXOq0;x+#5LwO<{RFcG z*8C7_AMtf+kz%X{lHlwk!rKo0;?HTd2 zBdZ#63pqF_n#3O~>&bqIf53PH?>X}WPS~%&_52a{?xJ3Tq)iX52rSZcy?uR~ zzYENl6_(L+Tv8r&4#}m%?y52zj1;AZg}_0yL4hxAY~Nv0kzp7EFsPOOO(VzEMi76j zu)BM2EeP#I@i~{~zu6sV9q37Ko;O$)?H|!Fotqa;P&{?^;bUU$M@dWOXBlz#4J5b7 zQTg8>R)3+X{~z{cWn}*+ItBQjVP9)yY1@4|l+F`XH~6G=&>FB&fE3MfvDZu6A%_}Y>w$g-{z;Ax~$Tc^%RlU;l)yByQ6NJ_>-d}%+=Lh zH3yy)=LbVE%OjhohXJj(YSmQlRfBT3MaEuVysC8*?}~|$x9t3JmpM21d+j^xy{W>l zw;>}>n9vO?ne33Sfiq9Y;u&x2w_C z*Z3miHW(?*Z`PFAh)bJ7lH~D|7bxXM7zIoXDnpdkp=Q4^IYoUNXnk{gA@ImRCNwnC zaa1a}d9VcW5D~51PyzU+)++<&XsGzt($cq%Gun0c)?S8~VTC&kHHBYLZenVnGmz-L zh?l+ohW*tu#-=T397VsYNz=j%z38St-2CmYMlgqmNWVtOZ7p|yp6~~;K?B1-5h3e| zYn>ubgRU^@o$#B)9B_@|Xn<=6_Txte{eg0mvHUgSe$aL>`wQiUAd?lbuLq!8bdXRo zX%Dq8rgyjZloVit{Z>?HIq8qwfAdR07F(hpvIpBSE>XHKqVY-fY+6nl;Zg)`Am-ZqPqCnCZ;tQ1de^5HYl3OuY4 z_4&D?+MS#}SNDYx8(d{~EVAi4$KsJS?(=t+*-oeTg{C~R9Cz;Xbu$SvUfBP^B%_b9lrTCMtVk7jLVpB<#N_8Rq{~GI9>KM$U$Rad4X9ZOq+l9cgSGOvwS3 zcKS|cj>h@`mw!#cLc>V&_wD`y|NnwC+5S^Dl-%u%0kpCP7K%>RP_!}t`oBP?h`EEK z6M*Iap_$AqbpQL$i=w9OIvtA7ObuIX28n}L_<@i>5>%o>)fR`|7SUiJb|*r3JQ=<6 z^R??mF31M1)$3;W{i_xVoftsYKTyx*qn{Fjm_um%XTl2k@FOI|(j5Hn2XrPQc)rI7lS`XP^ z#EX~tAks2*Qp@XKPC@|o@ioq>1XEkt)ZBto;xo{7&1F;X=cMe_YO{*rC2QSR+T&oV z1KWm@_YB#CPS>)!B9`9r@y?n=X2oc48V~KzIOTSmN_ug}k57}9!CRL7-2c<+# z6WliZJP)!MJIY(PQ#hfi`hy#2WtHY2eQ^zu#(o-DYV2IYvkh>5L|`|n?criOxxK6= zq^W@Qy{-*reMbF;pP>oU5&uoNutult`+1!Y<73$0DqGR)m-!4A#c6e ze9wudmGb!Pt-Od$K=@63uu^gV?wq?Qbl})@rdQN?@HX#gRm$Xy`G{Yl{06!y_HzH< z)arje%kt0Nsit6T0!1rsV`S_G(4+&4lj@gy;pB`RN3hnc3(V=>%Ar8Cit+*+qB& z|Fg^ARsMCp=Kq$&|3Y#N_4Hn527CL!1}FI@K?bAvCVNMFXMhUVFk!9unSLNNFw{>0 z)vaMP`39QFh