From bee8e1c7448d43a4772fdc14ca78d67c0e818fbb Mon Sep 17 00:00:00 2001
From: Patrick Hangl <patrick.hangl@medel.com>
Date: Wed, 5 Nov 2025 17:24:30 +0100
Subject: [PATCH] 2.6

---
 Bilder/fig_anr_implant.jpg | Bin 0 -> 59355 bytes
 Bilder/fig_wien.jpg        | Bin 16775 -> 19817 bytes
 chapter_02.tex             |  28 ++++-
 chapter_03.tex             |   5 +-
 chapter_04.aux             | 139 ++++++++++++++++++++++++
 chapter_04.tex             |   5 +
 drawio/ANR_implant.drawio  | 217 +++++++++++++++++++++++++++++++++++++
 drawio/Wien_filter.drawio  |  12 +-
 main.tex                   |   1 +
 9 files changed, 395 insertions(+), 12 deletions(-)
 create mode 100644 Bilder/fig_anr_implant.jpg
 create mode 100644 chapter_04.aux
 create mode 100644 chapter_04.tex
 create mode 100644 drawio/ANR_implant.drawio

diff --git a/Bilder/fig_anr_implant.jpg b/Bilder/fig_anr_implant.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c0d24a7d99a20a45ad93ad11ade1c973cc9be547
GIT binary patch
literal 59355
zcmeFZcT`hdw=W#90)kSNs&oPZ(xs~OgdRGfC?$|U=mBX~klsQF1Ox<<K!AWi=%A0%
zdkZySp(!91nj$DSzUO@Bea^Vwd+zs*d+#52j5{;3_snYZx8|B_?Y-BWJIAxf?*JFT
zh9E-#0|NlSK>q-aml$S2dU|e_5DP<)slmTx^a1E}@)`hu^bZY&80lVdaCEwI=H0*5
z_>*_XBP8(8`Ckyd-Tmo5tpfm)vj3vYf0fMS=@sHZFYuNA6$_>dr-S99^IYEl#!LO-
z-T#f(`oo8Z28PnhSpMOIZ6JDd-jmKtdH;=f{~PZS82qPv3cZXL(hv1V)*t$V_?(x&
ztu_68mi`q0ga9A_BY^Io{?mWcDWC)ZxV{GfoXGfRnmY~vXo>>>F3tZlP3#!}a6T3Q
zXdL}#+COy?cqjPIKbkv9KQh8#0Kj$`0Kn=90C0{00L;*T<k1iR0^1dOmH-`B0R7_)
z@B?@Ot^hy)e}D%-j?O6pt^pJPs>d{d9^eGyANq4VL8p_aPyV5^r%#_c&2*NTndvMO
z6Z5(A=a^a8SeTet*;(1nU%0@2f%zN<C&vX&I)C9$BMg6Po;Z1yUhx786AL}{|0f;)
z1z<nR$afNcf<Xkp$j)$ro#D6(AV^pD3BU=4Kc@Kabo$KMlc$(YF#gH*zW@N7IzgAs
z#KCl$`OK*^rvMC$Cr+L^eTMxkhcKtYEv}1~MC`*TlT>aVUPZO*##VNYcfzqb#Imjl
zCQ;j<hfnZ?aV1q<NM^m5wS#*wD!aJ0K~h;S<WU?(Tty%KN<!VhBed?T=i}I{Qo1}o
zI*$JYhHegwCr_L@P0!P2X8<rVFq}Mn=FA^e{6WjW$bRA^hp@sa&RbTHOfC_{J3;7i
zZYAr7#kCWn!C!UVU!7KdROj*j+wnZ$+zEPh_7m)Y8-P92|EI72U(cuH!?w)eR`MEH
z?K(frO|hABCy553F+ziI1!P#W-(MehUh%by;*uF>QV0zMXa(GS{@bs12g&B;Iu=~a
zXDi`E+Dp>5<140;AQSqqF6_l_=CQuMK^t5UD7Wwd;H*oC42^QG(szkBqe7-?5wj6z
z&bg&J*MlsN&XG2knl=%?e6?T#%w<%(;niuG2Urh)Ru{NC?hVdY59K@?15QW>LsKxM
zDas%sNdJ))KGhJUeRe3>70n{OS>_fN!?urC63<on85;Q%wn6}+ShePzL08cT5i5>l
zh^XQW{;%+xbY%!f<jc^S)h;>nx_^qZ$}w(S<|3I+<|F%MZjq(NDa{nIQQI7i<R{N0
z9$criK2||^f~!2qvSxQ$SP7o`CEy9Li1xWbm-94%X8?w&MSCt8-PtOaY>A>Uah{V&
zDY4hk)=5Y#bt&;=sfY@%*siFeY^3oSAI2N$U%;-$waBA~dg;I<RKIDeZ32}dE-ze0
zGf6Os%?65<i1XmViZi)G#`HzeE(c8pj~G-h%}19l)IdXjprn&w18ABVSd9rSUUW+8
zKpdCpTMQ>{{&lkazZ&Dy_vT9#SBKzk-B_4lx{sinh_m@P*RNp?>u;q51?u|MEWx#@
zYSQG>W56|5#uG9w5%q|e!ff;Q{e)-B8oxC&byPGeZR*)|#0Gd@yjM*$uLb&xuQ4HX
zZJY7sO$}qa%i%X$tJT%>is8~LwJuF_O&(MSqJl!VvoX4fnys^`@tI5M7Kde>teI!Y
z%uUYc7rd3K*<r=Dc<tOzq2|T+zc^GhyK_F*3^rOGA3)6b<I5UFwlD@G?!5OuI6Ac2
zL7J=En)ucI9Wj@(`CMdMU)4IAmhlB109W4UBZa?n%!}q(x05X%rRy?;0V=;$k6qu`
zevL65bbLv^#MKfgs&1Q?H+bsw$!<!VCT{>Rs@#dIV-k!3%kg1LUl6@~*>)&07wr^Y
zAS<i2<unIvk_^mnpM+Ob5n{5YRekC4s`y9%4p7|~+BenS_NdCaAlTqBA1P#PiMm>U
zibX$EV~GhYG0_0jFNjE>dVftCSs9|;^c3j4>z?|w{Ks#WOJB-yHPbcXrqM;&z^sTy
zQNtv>jDD$}b#jQFiVx_0IjhJCbw{YKXT@+!_SMR@e2;lvlZ%~tbujb7V?aUp*bz#T
zC%Di`e63VyqeZ{`dj?2HvWCUq(3Da|V@nNRHGK>lo6YA?=&%W{q9UN%0)Chn^PNo*
zYlOBLUm>yJ+{wO^wpBIBZe>*IA<ul<K4q+jagjK8?i$q)&(6<+^6cO@iS_hR;pIpe
zG}BGau0{2Sn%2oKWFe;HG=ikoAi{Q{FI5%9cI~BJ^Z1MEDb7G-RT!ih*gBNtuJm%|
z5<RuZ-cCE>q8N8=L>muFb(xDAItQC&<=Y7n<{D^8s`P&25SfY~W?B+FeKQAaT1><>
z@sP4Ubi62;MQj7%C0L7|fGdqPXJ$YjTv6ZuUFF^`9=(zusjSYe345$cVkeb5%|fdv
z1pHGlS2mw%UxSF1P=T0KW!T=)mF!PmCIg{+w|T!+D8ppR@!1-+JbL8o{n~wmWi&;2
zcydvk&rEaPw=;ni##qvwZ?=5(aXj*Bn`?_yV{}vncFRCPhTG0THG+*J0sFo*Mpi04
z!c$-0iFds`+qT|Z;2BhTbGi-dH-PGJI0h_EMW8-by~Z5_f`4L-LvnusbD474San+T
zD<^oHfwl=s@L=8zthZ4{ylC@u-gaV;1YCK&7ovRz1oJYzlew7Jqt&<HF}A9%k4q@E
z6CJkkP*M~L#5pycf4H+g#0X&&t7=OekHD(CT2QjWfcofX1qcNj)7=?!;@ef!WIAE(
zvdLTNr6X8wWk0XTbOY!0VFmLhhxC(0iXX&+2hI2Mu&oG2$cfTQH&rvnS<U&jyH>#I
zb>;Yx8o6hK*IHEItuI`_65lN#V|!zJmj`tY>l6hghc_9wix;RPmh&6)+6K6)fE<ko
zLkxby2}`Jcra8vW$L7}6WIHH5)Ucge>d-74uxBfA%3nD##a}4ttrv?*ncfF#^358r
zBQpdw+o)wbuGFY7(e#y#<6iUl8=$;o4AG3mQ3m4_<ymHC<7}Mrz~q7YU;ov*^*@sr
zy~0mQ+sKu57Lyutou|B0y8LblDfg+DtyVz{HQ&(figOD*24n}9pe~}{H%G6Ph&^lG
zWoNyqv^$(9-=@3MEH_*j@~G-kxL>a{s^S!Q(Z9*m<(8*@OVC(=;z~G=S4H1bWvL%|
zcQ3H9jfclPte+~**)ddef8uENQ|zL&EGj^1J3YEoH&aCJccLz9=QuR+?V_TRPSSU|
zxr2*dpIkumr_+lR1;+!eD!A%fp3Q8^<bcV&IY6Rk<AV4_@pFUOQ>C{vn?YmW8>mkE
z)qQq;QIOvRFa9)AhTOR_K?VPTU$<C$!c2?<f{3M*aSjp6G?6$~5N_Kwv@5H@<(HjN
z?J&KXpBt836zRZ2nVl@P99VQeSCLdgmPtxVp*Gi}WBDL3V<dS8#Mf|*{Sc8HhP2Mw
zUPxNI^Ky%s`*EQ3L=!12+bgsLIlZjBT#uJ6d4q1a{s9qxjs~_a#_wIA(FE3_;<Y|)
zrEl9=-(wwFtVJofH6x9{T8ZQQHb~Yoo(Z#f7m(6`EQK9E9QDMR%RXkfKJL)sWp(n-
zN$)cXJ30N0zq%RCT8G`0>MzVYnfCQV$pYcSOd?je<~UxlVZMxC4p4F0kNM9%Gpr3L
zGiSdTW3u%k%=hGO9wjL&Rb#iwO<XMFg;j&pgc(lgcU&t-R`+S7?WhNM{xQSQ%j&2K
zTJiGQXJ(}w@mnaS=V_iGctl!7h`mcd1U?T0gB2oUn#m!uc8hi_ug=)@Q!6cNQ92*1
z<pn2*pehU3<*U7E=3U4DquZ%6km)z;g(UND2tCsUsLH|1dtS+JN6Um~bVpL*D0v+1
zjd!qFpOH<#Het|ritn>es#=V~W@i=IkF0(nXe#8g7ZVTRSDFti)T;XA1T=?_0LYkk
zad#GPhHjC}&=Vk(v~J1}=C*XSH@ary+|@P&_(d?1l)i3vXq${U2K4V!Ugzk?!0@0n
z!mysv^?V((o<s!XFlJI^{aMY*3d+$wO|rRG@Q_k~tmvkJN~boy*Q;>RP~{<ZK7kWM
z+el!LYe9X=9EXXk`&iGz%vw|a*Q5OxlunyhxHS2jr}K#$zISH{WM@dIe48+IJ(fTq
z(%k&vkZE6SGo!8`IV3uG-@tz~Tnef4%iS#5m1qx_y-CR}dySf{76;o9AwRJ@mA8N=
z@vTqBUmzqfw>5@>5H2`t_z`t$FsJ6n^sm$qh*nqe#OI6eyY!OFdLx!lQi^K4b{i&{
zN-Kxqwr%a?rR;m`=N<iRj{(+A@2@8F3%Cn4&7Bc{d+%=K%W82aacfd!7J5TSmp`aQ
z``2D@+d|=fTlu7mvbM_Q;Sz=OZtb$DrSn=kcOpJK$u0ERle9(Yq!mXkV1KIplE@3l
zxz2o9RQH9v)-fP92z61?1xs#nc#g>OC0ioE2`j|e>(JQji`%|$Al3uVTJ(#}Icy4+
z6@+>mDt^7FF`Y^BJp_578-s>j${Qz^oU3cC;r*7G;@~WG@xcKT!#We6AXot_w5xi?
zOyI7ObBD*O8(q@SpdG57Drj&FfNo?P+RG0F7bP!l1b|w};lC8%y<cwMd3k+i#G*s%
z+g^Zk(o?5&Yt&^)sz8dwvVXvr%Iuk}H#7S1>O7&m2YpoEdS!1DU(XFFu5h)H@FviA
zy%nJhj{*MzC8VHDcjYFrR%)+?CsnBpvV6Qu1+RZi#>;=oso!b(H6A`6E+kpGNGWZR
zmMI^>_j_aRtbwibT9@TG#_)u0sR_8E=vY_e{@mxb+b)MPcQoCk&4|;o=+=v;SCh^B
zQr?&b-)%9j2Ew66FMOa;KS>giKnYK;Xedq5&SrHFwK9ZXeH-ICy)#|s3oI=;r(vc7
za@|z8L+Iw^IefA-Y)&#!wD3b;;i_E-qh95#?`RACz_K)-s52P5f#hc{P?+C)y(Fv%
zhqyg5K@YO>?0*vmit{Dgv*?P(L+4z76CI);^B8Ep>?{2Iw6)5iSNQT5l^|=OOd<1w
z;=QXYgpM@`@xWS=^J_@K(SBc!EYp#9sK>d!eE)B~*yJ$i6fkT<`dS5bg}|4U$+`<9
z1gE0=K~WIuL{!&xso4t3cHPnZ=Md5iA|j0nds{JFZk0EEl{m4@DU4BG_AwEQ2LaRc
z4fRvarg(7=YQ8Y*fI9CU1K7R0KSambw`|(8Hl1F1tW#Z9K3Qsmr3KXG-QPa<nd8vl
zSz-(+4@2NBH&F;vBlgk`<z^;>7c0Y9Pd~QQ50~RbBrUCAUR(Ps`Yr_F;gx3Psj@=E
zN5+kc#L>kN1!Qrm*8V~M2MAfW0u^8xylB1Vn_82#a-jb?_-SF@7nyKZFCQK9d+A^D
zKBT#c`94;?vIVXLO#YLH5@`^P=Ox>V=F1!)ssM_;J*vwm5MwZ2jpw01`2R~f*U<2`
zvT*PiaEU|f)GLxfcy8nUu9kg4k<)gKLX{1=7!qX}Mp9&6eu4kY*B|79G>mG$j>}-K
z`I=-$8uBBD&Lu%Eliz&SYx22vb}!QJ`wGQa4=yTdmC0VUyC(MS9q?1X$XAMzop<B}
zYP)%zU;UbuOPZlSVSnX?AqC!hm!c%P-v`%<sGT1E(YWdUlcG>*5U78vL>5f4&bPe>
z6l%?v&fOvQe}p-ehVClK-p$3%d`lI)$o&el#V4zx&PMPTWJugo6Vqhxu_QEi%0JIx
zl9<yV+xUn$X5s=uE}ZkA6aweAQ-5f0F;8{)Lo+Y3<_EhlmhowVvP3*S_paKQXL2k+
z%hk+=O^2O$iwN(9+e^A}xvH-b&ak3e?mwmb<*s1#@smVeq4)_yeNT5;C6A4LgG7_M
zQI8EfRm`4~^89LF<**8~G7k++o3J$`626<oiv`2bM<)CvM>Hndc>mBLS)d`*MJ=b`
ziF2hZ<;QNtPIdcc>PW(C9-0}DAVmXl2sjFD7*maCh!aw#<#S}mwrk5tI_FE=!WZop
z4PbB59Z1pzMrHiUYmr31M_>Vy5q4RzM=Q>*L<9&wXuVmhZ&H!m@a7J|Re31NsH(r)
zZ?Jr_D$T8Y;=OTbo=uzvhQBUCCCE)8ZQMsz!$PmE_QgnmBPRLOATwxuYrV4EYH;{x
zCYY#&CrC@x{Vc7xbc+C#Gi%~VJ2juSG&Glda(TY9=~Pa7DWn1dm$woJ!<-)nI~zGm
z3ILg{;|H4w?7Z!3J01K#0~y9X>22zFxvX0s16qZhobTqGL2BayNYkjdnL#l7T5%=)
zYU);N3uMja(h9oyi!6oI)t7>=)F*><r&?OQi^brZLIaIK-NnYwKMi=}sM6;Q-%TzB
zk7)Nje>5)jHVEuQk;|4EeSg8Zrf%fK@KkP&9H=)4!Ch{)Z93&Xm}T+Q4BL8TML(#?
z<`H!ljPZ0TjO+T#OS9+85cczpd0*HO0iD|)w51i;I;FEF#j1~eEmpU!@x+}^donb!
zW4AI1Q()sw<FJ<OQU-IcQ>IeEeY@qh#?!yg7mrfhZ5&Lhioe?#7YJjnrb?`HINU04
za|dOHTpDkDGxS4lv?sgjmY+vC7tL<v&d0rk6pd}y!gz>}V~6DZoFG`1;#=z{C2}6Z
zwp-`p5e-faIFpC<NKLUho^AyNAi=oBUcaS0I72^{gsTR7-&4#3bKp5ijwFrB`wsy_
z2NKiI$x%>$Xb69A9AgFz`(_sr33=i^;3#fUOeuR58f2mb@&PF+j#0*3X}3K5?k9VF
z8rA8k_t}lWJWVym8)h+!T)JEGl6SX#jw}X-*cbC941G^e+=w<p)=&4@fKf$Rw^s%3
z7&or-8iuM=50}{rM3cU{E5}me*A(H_bv#RUo5{LEso>oWC9A?G?Lpa@_YdCe(DXNs
z0UFspdjm#4Ooma)YaDpWm!;`~UrdNC`}VAv#7pOhLpi~=zi`smHNB6Vo5wb*$K?*&
zM5gdBP)tFyx^8-b6N43|u>3_4Q0pLK$rJNU!O8C!Aho(Ao5lsfWzZb?+6Sd?PxWPi
z+^dXDJWG`%`o;9oO4^*otPex{GV8nFN78RLuljdYG`Jw!Y{1@w2yPG(n`qN)j8eek
zqWl{>B2j|m6W&)9d^;OSR2JZclDVmta8}kQA3!VbM$zV3Bf=7EPqH~bXR1av7JQx(
zFZK~sofB#hXnKRPel-oOx>a9|>UeH|Gq2jpzT4HXsY*Gi3BuEC?grGe_mv;%Su;J3
z&=C6`VJ@vGYr3aU`9(%|v5$w~+S^82bkncy3@frs9=twtwKGwf%)dpFF~`H4@O^{N
zdPNqR%J;Khnl_Ms#DGjnyI|+&+lcD@*Cv?G8g36!$sA}|8<_V5?1ZG}k!0%D(c8L0
zi8y3W<aEQNo0O&avm)Izt<%)`r{WtXb_bk!MZ1HpL8CqU+4;f9+8p5b?j}%<^yITK
z_c`i85Wn>`()qe2d<%Cr&k`tD4c&lmcn8uEIBz`tZLc`UWqNDR5sxwmp4_NWSVifT
zZ}^k^@}nr=M3y(V*u&QCo~{;uV;?H5pT06wzdn`n7%nhC5NCl2g1HTCHGE~|CzT=Y
z8k5Ai-Dgxdb#LtSxffO(4}D<^a9`lHT7Jj6S^RK1d-T&wfnNN~m4>=#Pcx;#JPwMa
zei_CpklOQX*iMJ5r%ARpY|gYEzEVED6^VmclYaocT3=f+m<zzqdc|?ze8%G0+kL?H
z#3!&w!EW8xcd_%mZ0>w=+9e9G7X!2RQi32W5ln7nYM{vc3af7_Rl|nSrb9o{(l34L
zef)e6HCXbhP6PeCIgWvoNG001rE{gb-ijMUb>1O|9zml>@0_n+IL8|>n-gPl`|kIX
zZ8sPuw)!zQ)WqDZEB8dJdPwEp(@Neqm<5fHO^(zom$KWP^GpYIc~%bfM4fqy4`=vn
z6kx_3j?cG#sF6vL*2L$Hv)1O<<4JW3o{7K=f_#ijfUffX3V2-n{>xhIP@R8iyHK}f
znp1_iy^a1bHqU)6=NNFIB1n^p2yxZy86ieT{75^L^n3dx<P?H?FlL_3xazNzW<Q(t
zJrJg)z`T??XZ>{%-rYdLeFhq$m6RqEAM|F<*DF>_by3e*>o?Y-77=a@%~TV%ucmp6
zFIDTg&!apIjC~<uqS?@@s-{pyMWg_WIUA^>T2rHQUXhv^3(TFA6)a$^cdVG3iW?wK
zkqi%dog4E-ZuOvKD~vRwi|L!PrDIPfD*fgjZ8}VxzMP*51XAGsCHl<K?#>=he%c@;
z=OPH=({HB0N+=m|9LW%&ZQ<&w{@2}fuFfjGI=^Yrg3i}95}`R8iW^K~c_0q40cg6$
zBM^?mt{%jWW9K2BP)1s(*RtK1gAKF>oods?PnUBiBL_K(L3b#iV3Ubi^G)+BO^d5}
z)=%n`w702K)p?0wlF!L9kCCRoLY-AtRZAg{d1jJ%=YlN1^?-}>lUIiIqlgIIb3-lP
zIkzs<`fa5*20pL8s}@t6vfNt^aS8hAe!1K<n<H;&)K*T+z5vQ@TcbdkKi8_v!_9fw
ziDzpu$jt^}WIZD{LfCP)x6yb(+JFr=Mj1$rrBZowd@!3Mkwq6cuKdfpuKz_D4AjLO
zuO@e>txV5XvH^Y^&ORd@I%l$ge1dk$OF0HC=sTMZB{V2;d9)$tt^tQ!8je6%DeTpF
z2<8on-!qR;On|otcLkTp61hn}o0$^@=Te3edQE=ZWa_umQ7Rb$NiSA<$@q)M$ow`7
z9Jy7V@xkzYE4D%O{g5(h+@Q&KzuWF1sypQuTk)xn4LqJQL4<B6RylDal7Cs?s5O=H
zf%?F3Lp^D-Y^BZUqIgT)#znFm${nXD4Gq3*-7S#{Yf}5(V5RfeaKpyXiS7h&?CXlq
z{p*<vRM&6S{r%u?WSh6hNb_<piN-C~x=k_@p}S{@QVYso_@EZj*?j$)v<lI!<Q9rQ
zOA*)GgB{kvQQPvc)mlGmf3WQE-5YCz`x}H3U00RsKNEwYx_RKSc%J)H%QY8fZ)?4+
zSShWmnC<z}rG61^k~k1IWk8(rZHnUN*@~p9*AU7=-6K@zZR+fHTuk5k9<<$2n`iF0
zJEo+)@;j*V!)D}b=euu0s!aor9+g5anJ}rnDOWptV5?>E<?`~_603NzSaRZ%&Sv@a
zYjTIM@txujoAw<!h}LA;<N+c^DZ>{t?Mv(K%PP!%ai+am;AF1Hnxa8iS*EI)|HFJQ
zS88&ac8rR~uvQMEY-itOgI=A8FboZ`Gla!$HrLsoEMhE|wjZAJo~j5yN@7DsL|-~J
zKMfX~C3>1acfP&KYmm0!vlhfPkh=g*Tq*V>@L@ijxFVDR_|X~DVs!~UgvG1wz=O^!
zM;5<Uq+$vs|2h~<On?5r$SVIgG?U~yCpS}TE5r?&Q$p-a5N?%D;x-bu`*m=}J}nte
z*qvnM#)2rX3-N6>!{Ppw>XdwD#$Pg5mGcPJ7D)3N<6#*ZNcA8j?C57)BjZy$d0^Q~
zm%fA3#P>T@)$nU7$AHe0v$yWWX8cAyYm6CRk$)<E48Ss7yuutnK2`rYT{!x^{n2xc
zF{sYR?TaJa_XkfrXaQKq_{bK8MzDNfe!2Q^`qA8Xql_1UmA@SXPW3V7Z{G4dEbVi<
zPT$(N%0}TCZPkj~iF4cj>zyR8{Us-L?5oP<s5MTs&mI=k6d}pll;>n)f}F-WTQ2cn
z$kHE`bJPR5$QCfuUm;MLo}7C#dyf02Po~%qqE12XGq9V=pZ7EyL{K2=<SX+M4ZD&V
z>m_%uzhMyk8??WIMg6t{#)A!&+qXblRv%|47RzZFKFBT=LXQ|BwpjmLRVsg+Kr^2W
z;th3(vdq^<6Sh=LoyxAX*QQC4<_u?v(CW@)uKdWta+4sRjQCW9<hf}|;rm8?XdZ8+
ztKb(W7VkwN-GkRP2e<#OzcUOji<-h-N9l$Q>o_%p+QvX#C0FaPU^7oL*N<v#))o1C
z9-tVLjHQh1E2(nI^Q^FHGeZM>-O}8ssCC_`ndm#`)<5u8uABAMOiDt{>@L|*m9a_A
z*4D%PZ254IRQ7<dp+2ne;lh6s`Zq9vf~V?hx0<}D*9Nxo>zv>}5;j>>CAv+%*e;gW
z;ais$!5P?ejMGdB)Jmug4-%mo5<a;_au+zh4s|Ie{?*0ZqR2`^*)5-^F6(71J-x@t
zE#6YX2f=nsTC+Go$V|>>yA%JF(xEmLo*J@pf_zVB#5qoeEniDD{SMUy0c9-`KkDmY
zfG_@L6#vOs7*`m~_WovtXa3%y|A9q%B^4WJ|1>zrxP9GuQ1eBxlEsnYBI?Xfh{xyg
zwS4<;n992RNPQ!2y&6M(V3Np3{pNCshRI^9QR_)t$;1Snk7sQQvdb^p8gG%lNkC_0
zkolD*QxNQ1C(c*q*YLO|;gTEc6assoxPK9Y%D+!@0qJf;dVsZCmHo!pdWNWE%z^b~
zy{nWWq=_RM;zoCr_%PF58wU3&J*wQWwOc=(Fz6k*-1|&A2f=A&M{ABKts|p;%lg!i
z#tJvpy}E&ypQJ(wCNY<f0a-w3(lKE2;xRzC>P^E3VAsGHgPqXT9Qo9ctDby$>620w
z>kn%_#?nr@JxjQ+F*qOJ9nPa`br=)q+fVn^z}T7h8q7bDZ*sdi`kHM2);;K~Iq*SY
zDKF*e6I_En!4ozS{sUA7+r7V~#s9r*gPIotQ1Nrn$t{OI?*;D<>Qyxm4(`*JgP9|W
z#(aKV1Hd-Mi!48Q!196Z<!bS?)5OtB`YN#b+er{<Hs|y}`bFJz&gxOzPQ2Up*rqJ}
zo*R8lKpg{Q*&2!e6|#7!b(q~V=9<5Y`x^=}sZGZ6l>Ohu{T&5$F}s|x@;{0DJB<I^
z>3@v=|4}3DIw=Qi4ragHG{gMj{<qv4gd}EpK2_5`<<*Od?O$8eEXJ=DivALFkE9zV
z<uBX*Qdp8C(qMpVV+Z~Lwp`q3-t0PlgUM9<%-3xh`3EspSUKPDhQ1#IWv60)Miwx1
zR_TI5Ng!Qz;Hk-)D{zq++d!(5yyL1=Zm#14jeNvrV}P`~uWG@)Q?ASypVjv-av<3`
z8r-ch70J01k-V2rh$zrluKbG&zd&Tl4@yOJ9)6X?UR>959w-GFmeMr?D}s%wrDN$2
z*>SrUMn-?L3ucyr(@&cll2s%e%S-Fpq}#LG;j*^PS#cE<ImxnXtRjq;lk2A9apdmB
z+-;I#j6#b{LYWt2^)E*aG^o5q-Awg8Hc5^auJ=*rw8THaXoSffy4z04^`=4-wjxhT
zR4A^0bln*;M1l4EuO?5RG4p*59~QOMAB6u4?Ejw3cq&VNzJX~r43*BKOlzgY$tijw
zg4VyGJx%h((4NtGrhVu~ifR{2jQbK1`qit=aJ%ddNUIE5ojFEAv|g-*NW{`WB&Um@
zkIpRkU17)NByrpFEO|}xWB;|*1^o>)t6_}sBT=cZSv87|e*Ie4`G%)<s{RTg^Glqn
z$XROx{v-z%mu#SLt<ug@IjY+U6g~Kw9!Nx&<&kmorpSMd9>6f^qMFL~^+B#m?uN?q
z_cu7KSyb__qdR1VGz#a+Sc*Y6{L&#xq6Z$8(@T$`TJX%3CXwe)u)l<!V>r#GmrBjH
zATAZ+s)o*`@OLGOK_@{f;(}k(-eOCtH<-HOuDzRj)}9n66y#f_K8!$Wb{1&h2=L!o
zzD^d8QcgW%R7sQPdW%KrEIXT*V&BVY>+%+sarnxp;;-HRs1aA@iWbqy6bCRILC~>z
z(<NYt6At%L-*vVeZ!e8&n0ZFq5t~#v^tHB_5^W~pXNJ-Z)Ofv0@)E1@WmzSQOJ;di
zv<eCLTAX?t;*Ax_PC8iD&%`7ZT5jN2uUZQPOB<-X-W?`)g-r;_f0GTle1>O+^)9vD
z3LH%A9==D#zp>rt9#E1i$LwjTd^-kI=*xHYj-?DnCoC%Nj>tSUk)k>ow1Ja#pG}Hd
zua7yID3tX0<ijx+6(Q(%`s$_H4H63lBFz9m2t9`9e~uUhgO&z^n`~@H!C@{<!JjiF
zS_~Z(fRVnfImvqdU>55m=trkW<Afh+TBcdS4rqQN?Cf~^h*M(ocQ5UFeW4f*Yp4~j
z)3LDNMTO_kFHM-|L-ot?voI4mL-c?koSG+qgo}&A73ncrKX`dVS!N)J#A=rTo_Na~
zCnvkOOrSJq!_a8R(_<Gnkq&v~voVO^%ER6OeK9Rn%+?f%EzBvFOv({xnYq-U%#N60
zTp5`qOaZ4_{hYdmLO5>^d!6sec-@a|olmwQOUs=$q?7XWxX+OK(47GQ!<GL|IVY61
z7&hDH=$jnVE|<4o5l`L1D4ZIM@^-$FMY1NPLcSgD<skg}P+fg@37sp@6$pmU#<N=b
z4J1?!Y4L#hgHH<1wf@V2m0ZX3PoGqfO&0J0ZJl%1QOtV=s{z63#xP%Ve@ZsHIMbce
zh~<jDU15h?^ZA;K{EE;VmCA^T#kPe(KaXR8TF$K%hl);hX{4e{>^cWdrPvsfQP9nf
z?@QJAXg8F?Tj(cncz^Y&)^D{6gZ{G*NEVCU3Y;HD3_WoR9weHT@$J5*1JR&D+LLb~
z2_59R)2=1UeOP4JUgM_iSzMuxQE)kI_g>{A3-J$$W}IM&6~3nLP;uZ%r;Ac2+S`3`
z+i@`tGzBQGe=bLx+6`W=blqbKK4UYvu3(1GVlPpRHMFioy#~p4$)hxI==56xsrgE2
zY(tJ<+Rz+B^7Pd6Z|OyRQ1XPR^@_Qbv15R-D%xNW5vLqoxM`>##|gK}&Dpv+<Ro;b
zduA~|lWgK9VTdR*$LqFnidUGuvIvqDDE9}$B}_H4Bo_P*z4#J#b(3AB+pXXWEnnd6
zi~Q0qs>7Y;B#-j2Y}2hX&SCi=oA^SVVuVQ^@Iyvyex)Npvi<Xu*i3f7lN*hDuMi#^
z{s9Gz+K)r+El3qA(JnkWtmXYl+nEEMiNZJDdx>L!h9*JX1n{lQX9>>DZ{D_U@ZWR$
zE*4#B?;;z9WF%GuO+L$l+<Eb72_}-$x1FeGR53v*e`;0UkFa9D@X7s7YTcW<^1B*g
z4)s9QRKcJ-FC)gD774B4OjCRo;OG3a6bhXz&B)Xjbz?*QTA`f#-weS`jrgowS)A$u
z&3v`-ouy3X1_xdRl2Gn%3^ngrL?T~y41O#LGQ+`1ygQd%p8bcZ3eQ2MtQ5E_?2(Z<
zw&g}PJy%M!6^IKly{>i}OhBixtmWT<@$&FIZs3oN7YbOtdQwd*)|?D2ZA`dIHq=L>
zdR#)XM3qF|Sg{9v5WF|5L*yzvlzPFHd1vh`rN6o4TdJc8BDPiFGZZ7Dj0R;3wa1i-
z+!)dN<zfb(YKP1wby>(ojNXu(_0yCzoV+s^(BLz?Mc+&u>LyBvbhxT{q<Bvk2C17^
zQm)4~&-a6@*a`ZPnVGv8znBlbTez7VR68?mAydH6vxe_$=<$AB1?P?dhL2wHE7wd<
zG<`|P8QP-B7bBh8lt;p45g%T1Dr5l87+U^E|LKgKdP`@;!PxV`WP9$I9EmboJQGW9
z$&DSG&2y?=6Xv+fCls!*SMGdkdC{F#E#*&ZUS+>uh~vWc9Rm(r-S!iu0Dy{(6dCcA
zpV>vWm;)$w!OmWUUmjS86Q6h^XF1^s!{ivYuYOH(J<RP@k0_9w;Cyax-WvLrN~PG<
zKGh$QxH}@r&Yg&RYWnp(rxwq%v;21-JvOMiNuK@E;(vp8$%eR`H$5~R=@eA&T7+|6
z{rYv{u0%b2zm$!}(>PPv!S9NJxZicBjVrw6Od4gg=5+XO`WJw4_@ATv_wN21pRydz
z7Kf>UT4`4~)nD+x+y7DWsdzUAy`St*b@iuOq16s9+0thGB`1Zog|41Y8()B5x2@sO
zqPao&L;YkKmu#m~LgJ^XP_Izu?dTyq-}sA!4duK7%u*!O3s3Hxd4w@G(&!U2s&1K3
z>=@P*_{%zVo(m=3hV=kX4)dPYuTkQ+62d<Mq483!T-by|Z#D0fYh8By$=ujEFAOKL
zaUKNJHKvGVUSt%J<72CvXdtP&w4I(U5q_O`svaaemA8mOC_xs3jJo}05fEzW62hv;
zc&o?cZKR9HHTsa;{O>#cCxzj4<up8$IjX^FXstxwvjJKy6ze*E5ro@i4^nV#330Rk
zzH{dca%_skbs&o-^qIGBHAY{^lFM42FdEY;%veulOQ*oy14vr#*~{>>gH`VI7@}ys
z`n$QhPfl(2WC0n0wTS!Qbv_PNX=J-+8G2Vp?_JNx``sRop1Ztmm5~e{n(g5mKJSuA
z_4*AgbCKWDHI28n=-z+o{j;@<cb>W$<Xn+oChU77HhcaU&<rZQ`It#8Au#uj_>h?@
zCg(6A!n$d9<RzbBAtu~>AOHJq!S!w2kHPWkS9R9&`Ox=CzrT6AT~zYmO%_uMGXfR;
zm@e>n*#H;e$V0kkIeJ$BxvytA{caCOzrVN+%3a6*^;ktBF(Wrda>Tqb`{H4rA>z`D
zN%S$m-da@C;Ax>$wrS`x`OH_2D7Wt?k-wCRd%l%b3XXS_-N1T7wAOU4L2u8=zph6d
z1qIMhUJt7HTWTuL9E?0}k%Et<MZ@|Pm&;tk`Q=zZ7ePVmN*{T+Me0pzCg&^0%T(k<
zyDJ3!_UPX6pT>ju^u+V_r9VCN@Uj{Xd5B(KLbH?T3-#{OUsJfWq16vaO`ht(O$)wJ
zV4B-6i`F1HAHaFXKQAHtkBIxVn-(yTas*3NWqqX<2K6ddyIHv1tW&hn9pPOvIYg@v
z$0kCb<O>8<gwAs3`BfO$i9(9a?*!qWZ-i%Tnt%w#R-u`hxXT}S$i#Y#sh2PVbjgYG
zQ!6h`ycwn`5mWbMkqC}3B#f3e!*V|Zjn)_a#)!^3A<DwuM<kXjzKNrkLjHh^mM}$d
z>Ti;)GAqLy<miv*M^`Qf3VIiwy}v{cid~go61ppV3`mMP24G$$unnDgEzm=x{JFk!
zG)1{D*U-1{E(iWcXD_8IZ?Q&<*H2BQ$+O~37+*c1dd``fQkDnG7Wjw6dp-M#fP_Yj
z@T6)gMK()B-qd@DZ~k4sstY-srYacOKy9FP2j`dQZ+P2Jfm3FrzXcE^V*N|g{qdVa
zPDKn7ykYN#9nBYBsD=<`{5Qi)eS28_4QAWmbaSXc$*ScbXKOUlY-PXj{0wK+*euRV
zxC#C}zwvXfuA`x$6bHxX58y|u$Eu1ntuDuQtCWQ1uZmTr>8|GcNP?gXnezJih6OkM
zpsjs%+o!H<9d3`6IAa>FKD}-m8D%Y+H;8l2CqYoM7J6g%wxAm0wNk@StO41$iFB0@
zLuIz%DKYXJ+EX$?iUUQJK8!tqWMdlRJLI*_+;PN-$eyiZQ_pg3k@g?=0Hd1n^;Mo?
z`5{b9q125GOwm$uwvy^pE1E+f3a!*3@^1Ktds_xFpSaq)`!mLFvBm#V0-@Jh$swpK
z+d$!hu^2sS#kMi_i)4`*>I(IdI&wu*=X0|^)b35?o(p6YJH$6BXucT(KCB|FO}10e
z_LaWihFj&yF6a98gcD5=8ovrM6{sxtk$e)KnQkqlUH-H;kCCsX&NV1R<6iRlNi=w8
z+2xl<tmX~U#=2MQ<EvTVu7|+O+jrk7I{*kuu3`N@UT-AdtZVdYue-|2wQCwoGRzhv
z@}kVIKTazN?EBs?1s*z}1l>5xQgzz)Q~T&KV1+&F<@~jm31Kc<Cw|{NQ2SNJ^5enO
zO~o3oH)ApUCss!H@t2nbbD+ARe&^})eE#|U1Xi09()-R^tiNy0N&X_A`4R8cGcL$~
z!ZUrp{qhpy#_(*ToogMf;r0Tl*cevIfghUE-KYc4hQx>=zm&R|CjWGs7eV>)V*(Oh
zgl|8I468xvlx%ExNiV>1N#&xVD^H^ff;{KeOA<8@PS}zYa{&~K1ICs6`(1P(SQ<T)
zEJM!l7=XO>TU3?UPpE`<l!RzWrgT~Khy=+8(C=W&BlT{NRgV@Ux_y-pYk6S}$m>JX
z(^d2JudjFYNQiiF6u3^?Rt6#&JfYbY0*;isjj1+S<`H$ywuJLtV2)*@`Rkakir|F4
zRG_vBh&L=>jZm(v`I;6xS8x98jjaRMkCl4WWg~F{9A0+=9Gf>)V)D?pQ}>;;x9YP|
zHtHN%{fAZnf$CA${AtkE?rDJP#89da_?Lp%Fi?s9>coW8&iPeM_`)~ijUvSxXJWpw
zRC>xe7nW5_=B*aF=8x2bo2?ecRir0=1e)c9K*=c~MOXDbc75hGBE!<sQXd`UCQXYf
zy_UV$L7e@P+o&{}4+RW#VDpVb{mx{(q&+`THwu?aeXxE0FcL6(&{M&X9d)%a>lkq5
z>cih}9|&SK!E_CB|Jr^6_{TsxY{~z=srF?+`fiv5Qfd4->%n$f;R#!Mli7!6p?(Z8
zNBFXMudvAiet_EzApD(*<+;i^DCN7+yJNr$9qY-?x+eHBAnNz`11oce3V|S2Ve?i>
z@mWy_rgSVJ`RP#ah`=oBQVJEgJ(ta60!QV{1!8FlRtPXS`C(=bhazu4T|MG*)X)6`
zYjYtF8`bCY7rnOd{_}=nWz;Qczk%`oZ~<Gqnq3_C0e^M1qGkW*XT!eQ>YTcLO_tsj
zrf2Fd_Et7zzR4bbkFgTJ)VKd?h*Rz;2DKuayiL%k+af@x3yhv5K5Z4sF`HTuN9d(;
zn5+5INaCeA-jf{tM)IGiZTI_{ZbU!z?RhZyx{*9txo>zY=f2fP^rlV4kliwM>9vRr
z);ZvjpzgUrjO=w@_RX##TbI1>fCHWnU$Ro~j(wW^j~0?#^S^zK_$4~Nx6TYvBQ_CA
zrYIf?K8b18xw*Nx#KaGrT4l*ETFA_{Th0l4*~v1Y8(G<^Wh0fgqAjfWXF2V4B0(;-
zxLt8=fzuCo<Lk{o9|J^&4!2P?e1du5_YZiy-)52Tj=N|}P2vjob>cs2%Oz6jw%zsC
z&K;RFo&El)yNtk(5f}^>H6MZrz^FD&zA)%$s}a=h&@Mj8I8<;5HjQUuReT(T(DB44
zTi^I3<cEAoL9K^+AYyiIy~4HexbS%0YEd2}qSP;xQfLDv0R|D&wi<~qOQYci99WvC
zS8?uUqsx)#L5|GLa`&USqzZcsVbTp5&fRn&W5p&PEE4JKQVBF{H|rwRiO8L`N=86~
zvwS{9*%izWHF5b&UB!Z{7nHn=O0`Ni_&n&Y3u{l9{xZ?o#(OLD{7a|g6WiyvEPj2X
zIj$JMt<EM}{3_r-q@*p}rHoBdtK95FCbib+p@&6hGP#p`_I?bAPnZ04^ze`#S{1E9
zb-0{y19AULq7TbYiP3lIQW_QEy8rJ5&XoB5KD+(6qAXOz1#$I!-{poI-#f_$4-Zc4
zm;L^MeGvJ-t^WOg0Q{$X;b0G&+G2^e0JCh7l!4?*QhKYuxGXM{Kb7|zD5qgU*5^w-
z@X1PVAa=4(@<PcP#I!;5_p8(GXVWIgnb?<y8W!IX9Q*=9pDLs2mpMY$?{!hb-e1~|
z6E*cI%Wdyw>P)+d1!<oEXYdRExFJYV+k8lA8*b53O}b%+%ihZLznbxV`N{-!m3))h
zAOg=}seEhkdIcYB)T?KzI{Jht(xSSN>A7-NO^c_0Zmf!>w46`J8zzTjXQv$lx;FAH
z)_IWWzP)u-KUK<jCsE4fW`@=SOJ!IL_Ap8517xbbR42<SEwZsYFt7LGUEon^LFImr
z9^uZBOKNuXn~?QN@<7U-3s;}be6aIM{{e>$jR=MoR9tvMMT{FpvLoae^6EI%%z5Wy
zA{N_DueKri>!|5Sn~{aG>Qap?Ipw(4!7^^LOHdBS1{#5sRwjv)*e{I=xQOT1p$0X+
zcGD138~a_Gk&!vbTGbo{Wb=wWE#);&!T!+L5(<=Omo*MjE@BOpRdDOaxa7LKw`(R}
ztI2zDkMHTCG|m`9m6*lQq@suQDWAm~NZq7fR)b~`BvD42LkVk{8RhH%^}8Au<{^U}
ziVLZDv?rLfB5o9^Z<ps)7edhN0f|D+4vire?UF==312GxJ8VXwnltY#B?pOCCHCgg
z)9&ORVSdWm#9Zrpc0$K00`r9z5t)gQzwrSr(55F`Ur-rdILiB-*`RoeWLaVZgSe2I
z9EdjSqt~lJYi}gxmBxE)z`8V0CcfpT#`#w>Jj#MO@N30&Sci0%8s$kJS&mqVvMY(=
zU)k9&e3rsa4U8<>YtL^n5|hrQ_*y)gGP81)@&}vUngU`vi0_+0idOjay9s-fx2Er%
zcY|u*c)|bpH(bmvLXcFbH_uacdl7<6plPfglAHUH1~yIQV=K49BgDuTn#5I0l{bqw
z&`U<6BVs?wq)Z05)~A?q>kjI;nRe@}J~y8;h`hyzdh3IWm{879z~O{C7!@-1{fM5>
z3bPqWh1H)Y(CB$K){ZFCvReT`Vg;6+-mO{MDoS!8N(z$Q*9#>i%gl+LFTUg#D;1fn
z?ac(fw2R0RTW_6sqogc$Ff88bDsugf)C-%D8P+ni)ZK7?59}9~*Y)6gtwf1w8oo1?
zp^T~FdKr~g=`@TG5fdf|<>B&-8@TRG%@lZC{Zzga!NP6(Y5uX=*6DPclBv*$GUJM%
zev`BVb`cvC!KE@$gdSX>I|kmT)PGbn*z-fp&Fz=on`M0!S~|UD%<1WD!&iG93_1op
zY_`~w9&_9Gu}izs)a)Zg>xs|u$(LU^+wSQmgen?PrD1J+-~YC2?v}4y%EY8@IqRA&
z{x)MP{Ap=Gy2ya&3dATEbmw~BIm*_byMOK-#?CWhMtWF0Vajg(x$twGG~6cwjC4*0
ziHM3{c?!W$@cAFCLNCfLBav#4g1hUnK`hG2=>kpKdD(2m!mY^)k|oS<QYExv(V(t;
ze-3m<7mgPPp9ne8xY^q{=hAz#Fw}Edv@F|#WKSiCZA2Z#%Mw2TTWJ2i)lWmm>~}X2
ztEDshomJCP+}D-osdlbJlPvC@+`L#zYCO+ts(ucWwCtoZ?xR=nx3jNZ8U=<OzFhDN
zN?CPjVV-Q-sCHoYf|S^84C&j<@Fir4HO33*K9yYt@rtJV8T>UA8_$ls<K^jmk?)uP
z*LoSXD$VPkou--$s}uu_P|ZiBWKyA3uLDS4A5mw8r#fv!|MF+)X&f<{9Tb?9-tT56
zSVmp$PGmGN=L|q;rge&CqA}UPQyr}^_;M#cglx*h$?aG1D^qBqSTo|*b1^Fklaia_
znmQm|2p8sRzDf0$W`km0_VV5L<!NVQo!I8XYiAo9eX2igS`s~EQs<-Crqh=0%zgby
z@_}=(F)151FVsz--K5R=Omq5q@OmGZ2Pyt;uZ6>As%66HUW<m?R+11;V;@Yj#ZwYU
zjsM2S^2ts&AC#kAR|o7j8x+w)aBOJ$EVavTTPF2weWb$IUqytk0Q4NQ9gF9%L&z>#
zw??iPCwe{07J3uGts(Rss=*GQtg#*7>=Zb8FQ@7BEwX!fNQXQO{>33Q?#9~6WXr66
zWB#30HQ|pzn0}Ns5{*)Fnp0A=5=+Tyzppj!J8O=-Q}1ung#37Q>T_#>6=Wmfc9w`|
z=meJ^p*sX8F5$$!!=^&G^Ct7g>EUj7ZJ6C$%jHIY9%!lb(+%(IJ2eBUW2XMwPY7tV
zC$zQj8@#%7JwmU*ypR8q^+u3evLetFrg#3?*rqu#Rv#}by_C(KnVI=b^ve6f6So0?
zl3U#sHt)ts6VeSpCikm$!!yoSU&V5cEav611d1KsvK6dHbUn|aLDoSAhSe@?RmXtL
z+rLlj_PB_7ZJn1V{M3!qguR_i*>G~Fq#asZJuFQn|DMHmB*S*eF8xpKt`B|Jzn_~P
z-5lDA(i64GYp<T&@XwuS`na3@)26KWy9o}gxMVP-FL@IrmMJbqf3K1K;?48??z5$y
zRl{YG`^&x-nilsv>qId|XQT3R-gf(5stQi~cnnY<^#Ppl&87cu0E<nTjlwX9HZYM^
z2288GR|_&CKqB3ITF@nO63#ukq0AtuRA~`Kx-a3Up=^_TYIUtj0c|D~DX^)13}9MS
z81RT~g>U%7WO=K0(tgmJw(y`3sPCrX;~SJYrh8Y3{nJlDUzLlF&eP-`)0Hy&xgaNE
z@Ok$9#0JU5FvErQ>PzhH7mT}IE+>t)lCMQ+vrlkNXsZ6kdqC<{+QXgHmlw5U-S&sH
zw3}eNE-rmfr|))s?>YwL7Deko2!?UIbM>AoLRz7~85fi%Ml}{&0l`F{O-L9T>NfM<
zLe_U5hIZB?oil}842hdnlQt_%K}$Bye!EU0U=+R=U9$YDjK{l-)yS=JSbClOsWc0Y
z^@RvlXzPZf%KKC_mc{V-A8)Z|;_~(1`#AsnsQB3+U;0a@!<&T9Q&_LCET<|<E5!Jx
zqsaM+ZeUKHwb+1pm2;v}TWN)&Y!|w3(0cKPlMLs%5Sb4`o+iIZ6p6t6yI!F2DlO+D
zeWhCl61>k%HO+u*txf1x16IZQ1a{8&8r3IG7jhttgL5TKj-_MkErv?fGleh}4G3w6
z{nP;)9+U9PftaM>rl=@KUmIde7nRY?%unX2HG&NZqt+`T8}|<wW1}P|)^{ylp}f`1
zpA3SM4Ja^W{YP7_HhsR<MeBT+Ql$?{O8Z?)VssbD6lP1Xu8Lo#I{If^e)Pm<mTS{n
z;!P9F9M&f-itt@U$hlM#NP0}?a%cX7_G;Sn@N=KR=9;#~RDVc*kgOcaHOg|CfY9d1
z3YroZgGG1Ou-{tc=G%Y!m#@7BnN~%A6yG)C+4pGtB2(QTndyGBcFopSm{43fkoRc=
zUMxxD%Y%cgYAnE!UlklbnLIX}H}dvPtK@hb;N2c#LmEXXEa}FFzKS_uE8hk4BiZt>
zr8+0|4PlZyuufv<y;3XekVB@E_2`T3epbr7iLESHhY7^aiz{Lj;jQcI%-5fg`>73i
z-_Ym<!|`~S4+bZCo2Ogq>62}O7NBbw^)iB0X6B{rt$L#tUz)UMo=X{@Dem()w$xpL
zw{<s^ES)iL+>9e(nw>7{w1z$rr3VYwH^wA7lt4{yx981oOn%Ye*6wrx_Dt&J?d~c_
zElWei5?MczCsB{>K7ZqtO6lvp@AKwB<YhyeZOK${>_<CQ^~Xl&DTWGXaiuE+U6enm
zcQ`9+o^-NKtl9Z)kQ`&fd<gJ%e%r-&31O(w02{Y*x5mo-6^DSvCY)E(SdM8v=!+^w
z6*iyHM^O?h5@K}ojQpTVJO)_OUT&{5&c2J?C}`{%+;dcZa%I(FM8(;fRWC1euKe*p
zJKEZ>4QQHmPRrBlN10t57Eg~J9t+Ls7{`2CtO+Wp=&>wP9C?{bZjo4w!~t*#flI2y
z1IdYgV{N;7$1m5T?}h|&(RXvr2=~rjN4|<3gv%%v-O%-;Y{U(~r__IAf2KO^Y{+Ug
ze)_&om}~f9*gqVc97-;Ya<$0Th&o-cb^Y@uu{CH+f&FLdsf;@A(xffsxWjw4wr0;J
z&~ZaptHKOZf(e)jtOtaA563ta=CKE9pH1mq+Un=AP31{c{Xizl*bAD=3SoTi%uLC7
zrbh6LVbP__#f9H8#S&7eo(ARRvdK!m0?DSWS7k}OoosV6tfy_&!iJ@5?C6fxE2%N|
z^TD2v9lvfhC2E8wg~Oa0dh-<JZq$BJT?pEG3RfzzAMPsLoMF&d)e-rzgVVqBA%VU_
zxl+V%N%8r9^xzDFTveMF0&~e1nWB8o`z72OS^mvh2*=EoHnmc5H5k2-C`dx5M&<~f
z`;jcNI6vrJS^e#yyJej|oZG2B8J0)5g`sLZF5eyQ$!$#1+>}H1EI=AWWmQClbKv)C
z%}AP?FK%@3*iD9h<oV40*EjfuxwI*IjAGr~6HKGNDIQ}yF6O*Q!UfXju40(@rOz7!
zp&iftkBmY+555~v77K({%erx<4+Sk<?*-FVCRW0rPGcA`v~vl@dj#g)<zioL*xNkM
z!fl#-586mkH{U*IOt!uBXtMevVgXzT0fEO-c134&mAFu6jsfke|BbotfNC;n7mjN~
z1r$^e5Rek80jUZIES-cN0!U~pC6GX9QlyD1y-V*PB|w0HKnNXN>Ai*Cq<0XcH~;M3
zdw2cnz32Yt{O6y;Av5ng^UTaUGtWFTPun=ck|tJHDvhF3+3x+tpL0LA!fKJ?W_QK(
z`n|Mf@|sl)f<bUOUKvccYK@r?Xi8cB+rtSn=`SAR6-?u0LKc1|1)bAt?p}Ng0X!-b
zSP@=_oJkR0`N+f-L$c7OxSeV%8a14DwJpjw5Ozdv2O8~4?zO|p`vM8=JR&$1C^Tj(
zjf6|DvIRRRz9tk`J0rdk4qk^So5ijLpjDve;+f89`80)PCaCrVogGRk-!&u~E|!>L
z&Cf7|9kczgFFuyyFt404kc!rvHrR~59gU+(<_M?~xtp7L$6PUseeHhWbRcKc-QZ$_
zVIO+|+odtrTDN$?Sf&Zb8l^0`;N3*4VVfjusX4O__DXr-l&FF6Y_!^=0pv5LUboEo
zu$ME(4Uz~ky9uWP0#3%1f%qENf+=CjbQpu`(1=ORrtMNA%Cu<3R-2momtN^o*V~+!
zRYh)uSx%KJq7Se-Ylh}SUxX9FE3sCo50ck#6u4!I;n2fp+jc07#i~PM@{!c5=VCXe
zk!KNbq{Svi=b)|gl-#+_l=B@g$lG#L?N|QJ{!lM#a}J>HQpU(5;RQOavAm21^*l#L
z<l|1(zFuA3`YV=Q@IYg_YQYq>+)`WiI!Djb`ViR+t+l-#T+YwI3l^P@N?h+?x&|WI
zL3k>=ZRXo{+Kg|ACG$|esic1O(9Wy0KpFqvSgsf*^Z2k_^F39l$*?l+_mGPYuX{rm
zQd>j1oSfluY<dYIS?9t2aTwPddwG-46A{nysQpxAUrcjSJ>Na_V9oN;iR$~9OfW5l
z-u<gx2#^zqGJ_9~$K7Iu!lH?x5eaRrN__0d9VQ<UUr8o86mobNj<M3RA}RGKDw?ys
z=CO%x-Ix%$KD@E6Xc&UtFWiR@-beU9)Y?m$-=(BWXPR{FPieV_cX;tLK!T@t?7Yp5
zmu2EqvTzgbgvBr0a_x(+S>T31<;jM=R}^BY=3fukayMtn*p}z3-GcPG6i!g5x@d_q
zw&_YvSoUEBaEIJ`Cx*dykrC>7zpeRGPzv3fbZD!oPDUY7diU&r5TJdnkb}NRb%;xx
z#cz(b6Qc4!K1Nd@#mRbPPJtVxphM=zg@pWtJ(BK4xuj~CvKFTYANqz_Tgib`*Lz$J
zpZJ@n?h1E%ym;!XEI95WNrW!Pc!C$S@!B>9Jpd^O=0$;_YBGqCT~D?2BHmk;g>pXq
zI*yB3z3E^-^|VQ{5<`m?;;cAICK^rmd_LH|B1SQa6^$qz+=SF|Gbm`5GBI~2xJa^=
zTRKweSUD~|g}vKlL~F=LbuRci`g-`gbKek7M1EM*!*y(sa9eCo^ED4*AdQHlaBwgy
zPAjW^zAub0yh^i1la2Af3b6@7@Jj;2@Pozn%P8_4NA(ZHtp5DC=1X}(Q^9kr9S(WB
zH;DMvxH+PaAdp(Ms~qG+yi)enDU#F7&?X8*_Tf3{nmf-PNtN7iU9WJ0;XB~udM(Ru
z*+2g=X-NMpt+#2>Z1kJ8u`h=<c&9t-+AD@++n@;SJ@AzQINS_Kn3gMvuc^18dzu-#
zr-ecYD+4-cTw2PLufC>Cq@2eLagAbWZ;ZfpAHHn2guX-yH^00A2j6gLrdf+qRA%iX
zdS3IcD)OlA9zFTiI@%~@8XW#O>{_l$25h0oOb<#2Po2tQ6hlJP!8jxJcnYxAqjtl{
zG@t&7sD%$>dpG?CordNHR`2Dl$BWwJ-XJ7cT+NTeFbh!K!4!7}m_M|R+zg4@Dn%2D
zYnoD$<*}bjQqy6vmC7@&@nQE{wKBxRVC9^$QeI?xl-ERl8wtJDO13~3@pHt@_7*z>
zk!N-wWc*M>CRMKU6(1Rlr1~sZx4F5yl~Swn0etMI&5jCDx0uB-HH@|+rcNdYnu=7f
zJafBuzR#a;Fa=S=<PD@!m(yhrVQB@{N{lSRJ~*h~aY-0fE7r))`8X?b{~+(xlG4mm
z>T&3N|Cj?obr>IcH(0&;>xkSXd84D-sIx@n)|iQ?+#t~F2fK@zBlKAYb%vGutbuE;
z-5Sq2+*7&jyrW-IJPuP#T~;PZbtK<2)Me7@tf(_ai>*A}ccf5HnzVeVjT7#=mX((V
zWMPk`pU{eAC&K9**uH@N;@kb#X#eob9Df7hcNfK8*w)S?NDMr=tsbfIaw_^s+WkWH
zTF}HV`SG#FDuX<(I_86X1$=THBI3(D=JLbGd0hh?n$fE)4sUOk9__o7N(@xh3I?-h
zvb{&aR`loERoh8ol;TghSJtr_&pSj@mItegH>9mxr(at!$8(eBUyS!1#<!FWy%d*s
z7p1=gpb;bv<p1c^eS+86=l*ep;H#I}hDa*8R%Q30k@CKW+L;*k=*s^3HIFxHH?*sP
z*P?}tYo@SwwpEx$M_ca=qg6dn(9JbfcUWCp%uze?T9JZ0O4l!c*xdnIuC<pKJcByN
zSl5Ud2#03LknAd~8wE9ATX;)S9J4`8^(DqM`XW+^#W3!h;BAJmm29glQHhD`m(k1-
z>p`vY(aMFXOz`OsM0}W*wIa;&C`*WwtQyvj0}hzQHB1@IN|z?3HJ#BYWSk9VdKYAQ
zJ4H@}XZBqn`=y8a8>*EzTa&X6osZ-?i_31_La8VU2|sX+6<?}DI*Yk7{*<sfuuYGD
zuuQk+LoOZ_-V`Gkt!=GEA9STie7%_Jq%HC0n{Jq!pK_+wWJMMpt46fj$Ylw-&yDZ{
zX+6q^1FPqPK=D>{<LbLLP{C=<(%m%4^>}ns#o5TWr&w#@js_6%jBp55K`C+8)TTZ?
z22E|gwk`_D2{4&X7S}BpSsZaUpdI1}U0hW`MQg=!jLEOzpRL+V7}#?puW)VRByy|_
zG-!_LJA)!=0ux$*!(|Ve8erX7C|Zh+z<Ufd;#OKXaf@Z00@&JGxC8fY`y&0FPKT*Q
zV_AKnsTl~&V5-^)wC%@cWxcu9BgGqWy9F~b#-klJfC5c=X_0QF?vH`;&EMpJMdv2a
z9LnesD7-MHR5+3!U-FgBMMWs3V7PXtoTmjdw#y=LB{L;PmZaT_6sgSwS8J?RqFBN4
z_tR>5Zc$G(Z1axX(@euoX@d$bjR`V_7<{zQGz_@+p^h#mN5!jINDAzTBPfvvm9aWE
zqZEC(n=PIdE^=p}E3EViVi2=M9WK!h#D3+Ra;AgubGO^#W#|APw68xI1p3S>B-c~v
zi@RxHF%iXSz&|ZUecVc2P{oq(t#{n;BDk}JlSlDXwZ|<J5;$L~%x>$5?2B;Yg7i8=
zgrk{XZUlv!_HT4B83cz=`>+q)Ow*lHFCdzuL}$gs?64T&)H(HCQ_P?&)L;Rp>!_*{
zp8ujHTBpLeGE0X$iudkX43RZ0Z(G3@7QhaQ*R?H76Ew(Y)d$v($O<R!+)tgfSIDXS
z5@4p5kuN5@A20i19Df~Y&vO^~ZD5EvUVyKcX{A^BhPAf1)~NohKg!kE!5vgK**8=(
zG$uA)VXq0|p%iEh#E$U7j`ssH^=zwdAg<5=abbs?prG606^woF!&Tb?WAmewK^`do
z%avOp2Q$^h6LUU>VW^>a?d*27oJsgMt7&+0aCI>A<N_Hn3ThBORvE({;|W8(8!DtP
zx^5J^tXpNDS*)53!`kVYy|~LK?o`>+x%Mvf?Ah&@945%H3VO;-h`kabBti}G(qBl?
zb(83{LoxJxa~aB-NI+-n*#_9sr~@H$91n7NqPfW*&$v}?rG-pOQsDU&Y&i*#u%^SE
zSKYm^R<1hi0VCzDuRP8?7N4p&ho{6NNt*U?odt%|GPckBp1tGf%8JXz>9w!6NR$yM
ztGJ##u36eF=t1PF@Fp(*((CUF@e)C<yboX!9jWZZ%7H~h!Gdh|gX3E(p4b|Yiu|~U
zOT=r<nF38)@x|XLL{2TcpONW6G+-#L4iyzue^|_2N9t8Nn(qMX2^Z{CyF{W>Ov=8*
z<L>6zYN5@630*m?!H{BJ`E+qE>@HI(NIqwQ5Z9sVY&94(E$d;*Hv)?c6Xu$bMvUWX
zL?g5c7s`hhwfT`1S-n+Y72c?gJeBbI>y=w;WN~wGvDB~GqkO=L^gX-x2@<3~MunNP
zLELvhLH2imQwB>(L!u}NA?I@*a#O809OoL4#BabCtFnRR(l<Do@e{@o>dA@6VpP8<
zy<BjcDqvb07zZn075erBrG6Qk^J29;Cmn#xl=eBix)GP3oN!1`9a^6})!WtFQ*~k6
z8ricgUdZaVLw=zP=oc7`s4?lUZiouVG%I0tX~=T+242d2i(r;-HI>@*R$RM)Fa?D-
zd5vF$4V}eYY2Yv2SFth_vBi|ZP+88g;Dew$GdZw3mR}t|Ch_-}3v+#rE&fbVlByy+
zMjM3qNk{ZorJ~Z)3)lRHkVv2=ID2bfbZ48Tq8G}>IyGm3wKhB9^q_RLI}v%YtJSE>
zfp}8>TI3OV#Y*ai*i^&HkXgH2zr^UP8t?x6)~Ij;!j{RC+A_+=72goT#ipG(Xhk5;
zTzJAjdhRp-g$#ClVOaSyzw8JYt+<ANR>?;+?S{4P{bJUwqR9?l2pCpi{nBv~oY&2*
z|8Y=lB}x!%_3n#8QEroEul)AQo=uXZU;z`UyVH%S6Bl8+&tud#YeE|prVh>u@~0AI
z{G5hCtr!fqf_iw4HlI{5+fbQX1p{%f@9=%mHLvILugGRQT`!xpy&fMf&{?x*X^Z8;
z=%gas)vH(*YiDt4qT`Yh!GrR&6k^T%|FnPpn^nJb{mb45PE|N0pkyv}kD{h~4jAID
zcIp=nnDRM^2XjCfkyUEabPKip7<Iy&r1;&UJgJ`&_tXy_Zq4kWN)|Hys!o1uT!Oq&
z8NR1av)FJgfNwTm&)BzLxH?u#jmI#Hf3+ITLg+SG$pC((4B?%3>^QI~;GP&?Ah2lw
zpYo_(9qn#&^J7sq;1MIQPHm>{HKK-mfz#a-`fHE^GF?9|yL<;^=|li2CS2+K-?khu
zveCYvIS~5*PGn6+YrnuWxtI=A3=b-^vrj^)W0FEcf})hmS6JBT?EX0%sv6t*C&YKS
z<hNYg%d)-r)2&U6E>o^zc2ADn8*c5~=9ji0{Byrn?fS$ax+F#o0Z;Lv`oD%z@@`##
zM8!FMp&M7~?=8x{uhUt!$h6r-7`7}jIrP~@)22o$XWR?)gM_b_bO+p1UVCHM4VKi<
zt9vTy_euAM8Sw)s+uuJV6wvwRuZlEJ^)IM4UKE&ydDxWT>56tgsDq_tqkqnep(kE<
z;xusPZ<RC0)3G3pPiVlLV4fj)#bCGxRf4;4c?O=l^&S{PM$D3W$D%hkXCxc1S+hX3
zdq^R(>YgqR2huYrEwQo<ehW?Z`3|^wAlezjEs9X7SQx7aZPQQ+T!0lBiQD+tv~$Zw
zDbDjitD;JU<5hgj<`3>NwSFMH>kCi&{2c&!50O4hIJS)qK{*lpQ>&oy70W{KrVFh)
z=H$th(ZI2C(8DEDX+ELT`SzK&fUQ0N`4}O*EAm?^jgKdE<$Xas@ZI_#OW&G`pdUQ6
zZt%@re?`UdIAu^PS*No+{Hr8{SP1W@N#S)%8W9P_Cy>vV`iqXqme~!wYPsI>gzGLs
z$(<pD)lKkaP0>PN4>i%EHkN$=0gqfE9cs<Zl&-GdCp^OB^d|xUI_CUbQLB5^UNa9P
z;w$pWJBd}q{=D~d(gGxwcmkXZ{!rEsEuUQ&1QuLnyQBK{v-yktrD1ra_Ke9YghJtB
z_nu_Mk-U8t%_etHT#>r==I57`SQ?vh_F=V1x~Ra)xH`571>JEk?qYar0SY>J-Y;6b
zPW9qDpgB3aL_#VxH$}B|@w2z*ad}>lmIDnZp$JKfs|f}1=rleacI5e*SCWvlQ#`m`
z?@K*YH;CO?y{DAP|IQt4lV*Z_CAH$t_JBEOtQ~U_|8y%NcdD$pi+z}qp`DQPrlUf^
zm?9q5S|u*8f19u|b}J9BD#LXaHP0jc2oExt7_V8?NZ9W))V49;z*v`?5pC8U7C88i
zS>#I)5A<#j#)OlVRj#F}M)}C9u`6V%0dtb>^jrk?Tv@Gf)PIBNKFwGO`-Ly*8ib$N
z-r%GTk_`M3t6QRISancXwmYO#AjKGOuD#aB!Xcul9V=!b5;p*Gh*eTi+rpK7iPsrV
zt3A8ACpeS&wCp=T?Jm1#X!4<4|HHAvoQTMfeNorR8@Sw$|AC~!ZT63OSv|v24=?vK
zj?L$!zVG}!167S=dlz5ZsL+i@EV!_#ksx>fMpSYttAWd&eC=M`<RXKcHOFDhoZbXR
z(LJg%a=l59(8AW?(la=Anf;!JxL45o%t5wJxo-=x>QA+r9O`aLYbWyot&IZ;FqyA+
zq=*V$RGX>QzbsIntN&g#(^zi~=)wd$c=07gpU&Uk<+l<O{4Hi_i$25hXhy1={?)HI
zH8`lvk=EGm=V`NaG(l5+cor?vnGIxQp!q_dPt`+|A}k^yzl1_yjao-LMw>OGe#$3Y
zm7olNMkVf^8zFs(W>4wBeid=fPh7otEJ;m~T&?95zvlTJK=T0aLgyb|bKf~<9Lv*!
zidy`nHSDyYlj3lPc#(>Io)e@3AwTYBM;P~iBfHjHnK|3CXZ^0qyC++{p5MK*d_7o=
zrGkorpPL(<^I%cp6*4DTmW(Km@aPa^(=3#vW=uL!KjtSM|6VI7$=#@~b6+ZBu90R-
z{pHLTat7~Fhf<JVEEfUj*j8gJ-s~<2k2-73W_1eN%8k8$)NW~?yxeb1JVNGDxejge
z>VEONnQTlz>Tt!3k$3qq8FEb93T>nnR*%CJmEpGs^6<iYbma3ZksIBEto!^!Hv@ui
z%SRxj65})8<iVb6s{W3wAUg-#orRmy&X$kgO{G)EY7*!PNC&GSI;c4}0RdWgek{S5
z{ekGWf`r7$TYT!O3|X*fkdH<%C5}Y?0mYrYhJTM({L{Hs-qDAoaSsv}y_6}@ElF>#
zyHLVXF1)VJ9^;pxkb#jmH#fJy(lHZA(^0K-Sq;9$KSUovYErsIQBwD~Nxld(H5E<x
z69hfwKuba~b6d3Nr{-Zy8IPHv&vyUHPDbUr`+7A-*f%K}OSR%D!lGt#_|C3?KEQ20
zwC?AR1;bvb1?=RV8}ZXg>&rZ-Y+#i@wxS$(a+5ra$Hd0u(t{N*YOmN6>k9ohSXiyH
zJCK1VUh+4R;f`39rl7>Ss>r~F0TB<=@k*wgwqgTfM>O6IoT_eE8CIL;2vr2TMQhO!
zW~pQ3@hj$vp09(g@5~j}fyXaDTJlVqO1~eH8L67BJ==#8#NciORz!FWx=YAMLya`9
zB;f_6BsuTyL0q7#ReX-;Q0(jXdk})gYSk9>TpRm3l7X-#M4@~cbOQ9?*qd^tdxIsO
zDIb>|skz8Tb~w_OJNJMQ<A)$rRE4hLswCYPi%qhr3ddIzn!gvRVcVP5yYwa>cJ{M7
zu!ePSx_s^&hCO=w2YK-`X$$5XyPb1fM7xI3Zn~anQhHtO7|uTg&yDu~of?9YSp*jg
zmR&uS<r~V+7FTF_x1!xC*Ecmd%l;{%_(Yy-TfWh3E9KW0e-sI<@%A+{CkS1UNTuC}
zVS5aqAHc7Ax;3C)f?2qjtzCu|#aJo#NGrG%0v=Z<oN3xI{`%=7@`9DL4YR>0RPzZ|
zXV-pDgTTMqUM_pCQ{eWbFH47v!?tmF*rUbSQ_mH~^AV|&X_X$S;!Ie`igw^*@5{Y|
zkH1GE0N-Xy-aQWycMMZ*&_PYBG6h{UONv21nB))Haa{5md%apCH6CEwQB!m)tj#<-
z74mVxS><(@qD8$8e!`Qi9hiCRSDNay9B+ox2jyPyU0lK;rrjoAKRZ@4Q-YDYFG^C4
z`{|f7Jy$u~&^33u6?0F8`zs%8GzQ~1Y1hgP+I{+EMx%52RQZQc4N-4vzY^Fhp6Ci@
z%oRYK)h#&Qb|i$JgNG-h@JYlh5iFjC!#(dfO4e4eIMc6$R^24VB!Ax<cw6E2%ZrrO
zM-4h8GW>Um&H7-D##FJ?xpO@dE#uCWOyRVYdu!jcWZ{E|=50}z>NEDE65Vo|qcLqO
zh169$4Y0IKtQ}GNTKT0ZY7+Ba-btk1kD4ZSJHtH6DGH~T(Iu*X_V}nqkcf=q(5=WG
zb9I(!QV8FGiSZ?i>@x*HDA;XFG0cLx5U^9_Wsg5Dsd{U?w0X)w?{^)bMPkC?m=7J%
zZ0}#jyW@NbxTDTRD2~Vv9a8SM$h~?8$EsybxEMTrqRl7Kg6<Wg@#-swArvAQhcH_6
z++4y+Xo^S{4lo=0nmNgMkEH6JzkADW86|C<gAIK$?D(kywT?id`iEhELx(a5jKqkK
zk`x&X_j#&rv}%i1D^oT6Twt7R<YzslxsV?rIr0m?b3z+h*-;M7uR}$Zr1qSAk4;Z3
zK)k<TQzfa$rkCc|wB%B(DC4|lW*?<w$u;W%3Id67+oruDoJ<DH4zUj!qK`o=`9@Ja
zo{6;<EBoqTkSM-j${^xCq&}k~b7vsCY=~l5AK56w)z!|C)72K*tL8*(iTYd_wa`kv
zTd?1b9~tzVF25C?qV>>0k!U$;foIuV;B@{hI)vqXjTh`!>Q4}I5y}6>?zcsm#*tLp
z;PW?$M%mQCS7Ny<4%cxt1%{cL<y64WBY4nllb*|7KimrblW6$DRdaTDnNEm)MQRn8
z`HOOK<;kO@hO@?B!annN$u*_si4INRHvIIP_0%=P<RY)3uv@YpjnS1I-u}1>?r7~b
zJ)4-Mdt1Azhp;F~Wq1CVGDX>OmvgMmL@5Rh>kt9;<TUK6T&?ZqzW$p%_ZlB%rxr>P
zpB6Zu5xJHPK}}qnjnV$P_|srUYp%9{PM;oi_rM}MEaJUZ;q)stL+5r-Bb->ofTLFq
z4B~!NkUaW|yd&>r0k5EbUbS`1nX9gCiJ*?G1~=;~ZR|D(k^M{&$Bb1M6e4z|_H`X<
zXIJ#CjW$-IrO$JvTSIbwxYGO}6p=Ah5@0{>eX8yqLDgAoiuMCtXKhM;H<75BS_~ch
zqM9cSJQwTc;yj}AK$y$D2>v|E-rjTQGekkD3ULz6psq}M0aYGG9+c}QT{v_?2MrZG
zEN?U9xJ-E^2|KyC1=i!{B9WoZUIuVWy3ih80jjiDbY1pIg6Sm(je@)aRywK4%Lco-
z1&(w>CMgq+wCD05k}=iow_Oc*HAzZbsD%F@NtFK8+3Qli(A1xEHBc1Y;aegfyA{Zl
zl39~FvK*Ii#AoBg<z+!ZkQ2=l<b;Pn%B*qVgr!w|QCN8v6e)0#h|A<`ewZ7o&cVvY
zOx~MbqkC~%<)<vP)&@Gk9wbQ7ZI}c}c2L1~sER+Q!HZxO=L>+KX6_s8m|ME5&&(Av
z9xTr>|7I8XwYyAwzb#guwr)%#w}DSA@gd6TY2QFhtY|yaw|tT?8@QQXLsqgWVcL{8
zc74ylgw9CkG#E>ts_v&0w-6-wkX>}#4M>F|nPM}SH(Wx<!xMvsyH+O{2M$CegBo#o
z=_DtOeJ8uEC<%wbv2d0NDc^Mzki}^<9~>_biBBbWz1%f$T7AZ{I5PGYa9tsVX9yK-
z3*{JDAEJ4rjqT!7#cCA3p8!27hY~Hj<mFlR9<PS-eq9%eG>(O!X8flhnK~z`9fG5Q
zb?5EZg1Ut<!k$T;F<^RUa9s6Q#$n}*%*Btk3|^gZ#<nCsv7=?>cmXZC6o^bbYwkcS
zgTds)LbPyV<Q_^$M}-1WGtghN(Q#u&bf`o$sqrgUd~-W>=6666y5r?SIgOKEHUuG1
z!Dt0d^MXLqfTF%ps>UUEyHQOVB8zveo@;T$8Wu_$VzucixO4UM%Jn`Fxd#m1!q<UR
z3m+$nMe<cECS;?FDVzma4l2rec&l>M{4}bVLo0=cbafZi<M~oLiF;|magC)(XzB-i
z^wk4#?||(4{a~SNKJusVTAS06u24o#sCDT^wIBVJ<W|<AkEf+TYS+vb<g3NfxEORc
zaXnnnJ&G(UQ-t1zcY<!xxpQkOFQ?lNo+bCu+KIa#*e(BhTlu~H@v|Z>67l(vBZUpl
zpwAv+VioQHo5OmQr#kozB)!Yfvltvy$-Qq1DToQeJ91qwK7vwOt2u_!tgfv+eQzit
zNGzYz77b|<dEu<zJ^AWog<>{O1B(a``w^v>8kjEMfTGRfR#ZE3bqtsr{Q97MINFk8
z=~m7}b)h&p!*CD2fTnXNTCU!f%Q=TWpYBP*iXSjOyHg%UQl0btR#Po*n5@w1O6Z_L
z{L*c|++oZWk1C3Msh8J3--{iba>r`tJ@Fstyczy2NY%+vJZV~65oO?&VVl=pW0>nw
zwbVyr^v!mGUS<U6%0v0-shH?Yyh`j1{y5)EhqOHOwQmq06^3XhTD+3i`bK;LaSPvR
z8?EN$Te_h9_z7V!ClG1?Q3K{u(jyz+ZukLvygmWQ{)cyPa%SFw=<k4in8p^A)ABo@
zDxGw16pv2cw*0d73E-~w<#$X?X4tFOsZ@6>y3s1L<9^`}3A%DG%z7K(Qui;v=llDh
zIRW3;ezhrQ-M?eXA2WV{TF%LElwgc@v01>I+bAG8vyh6%$-(f@J#DmAtOIS^74>Jq
z{4^UL@19U3!m{VqX@o@doyMq)aH<1p5XDmzcv~uSh~0fh&fM2KiR0O@spSh8=X>|4
zml^2;GgjW)${(8zUb1!FtZOut96wGLfzHNPP;HHgd$`jjGJiH(JTc}}%0BRNTXdgJ
zKen&)hD>cbS!9mWCwY|!*mZ_#Y~T0*prClvRfC=$<GV^d)uIc`eIuz-o9>*P_65H}
z&Etr5BD6m*P{l+^woXq^LSi$35=-zz`@x?<x#&)X96{WAgVAJOAzj=?l*08pFOK+m
z;rH@Ag~D!(PsQ@3Uh*H8Neh>nwT+6+*pcFa)|Jub0pO;C3A}e-G`$7zl!`><a8URe
zxmjlL(2t$-x%ge|-|#EB;WUAYR@b-6`}o4Vb6l7}(ra3IM7#EUreI>2O|l|MTbu8t
zhZfytY;id@lFE}E#FC!LR=g^iWh|Mb8}l8|8Mb)>4?X8ZPf<upjU`qrer7u$DGC#x
z|NQqO_Cxxb!KlO-)y|=-R}4xf?tt<@-qUMp#^Ub7Y}C(yJEV*(g6H<4-fk8A{{2@*
zWi3v=*j#+GwWG+qwd$c6;;8=#AR_kmPk3CQVo}Fx(cJR9Q4H+>+5q%wP_xP?yuD7`
zU0+a?6(8M?&+_bU1}VC86Y#Q?tCPPlzW++ut$Amdzl60Fo9vmq-(C&IDzkxZyY18D
zv910w1^6`oqXH`H*8B710etCF-vO;Ob=^EsSvry@%}mcnSm}~fyD{Q^3<yL_;?`<2
zaPv;gTR`yigDjc_G2%(;cR(20AjyKg>x*)sR#vwQM-D^^te&AbofDIevS?=a`U&=D
zAO10NdFgaR;bps^vE1WQABWb5T0kx^O-`237kPzNP3AH|R${L#OIWEQwBew+7WMiv
zBI(<np%>)!>`WC0_g9mn4hwG29`VdC6(Qwdrfhd)hbN!P?%_noLf+g4w?VS)FDEcR
z*&4gN>WtGc<d;R!xGa*)kl>g3vlgX+X!e>yfeWcJ2a62VkA=71fN1=b%@cws1)U%&
z7)8%DXoNO227#eVOiWCmq~U26Wx7{_OqgfTe2}fVs<tKEX_23ze`0B<zvIx%eE;!L
zVvs%HZ&|G(p6)gJjH`yzbPCj(m+n??T+z!fDMEp4)o#{Nlvz}DiN;gUE4uI65{f7}
zvqSs?27qsQQO)zzodg?qhBxurcs+s7Ze6OX4naYos;Vxks;azWFFrRobOkORdpGF%
zT-}49$d$=_$5Un2Vjs6dpdnv~e!c)!JWfo^#)zTJ$#Z<1N{k>RT8=}uJ{}(w3fu^t
zlX!URU4wFYUYRY=8Bso0dkhwIn~P*02JFz!%?6G55G9Ww?d*yO`R7Jwk7{6xXS2o;
zb{%C~9zyh`bJJNe*uiQ4>MDYHbi%<g6~7$RRTGY>n_JdOOee6hnVq`)ijNx>i#o31
z7T|U9idMCw)i#6Jq=uii9<8Ner5M^B<fm&-^ZC$ZMs=1Oi}oT;U&tLyNW$p_Ae3o}
zq+2Rin~L9YyLsmMPtEriBmCAM2u=i9nbDq&R6N?w5fRN|b3R%T!Gh&%(=W4Uw@X$q
z5kvQdgcwPiw!To6_jcuXz$dr6Zi9)qg69&M2x;Z`c+_~AfJi!b`WX8qhHokyuKeeR
z%tzP%%C2O@#NbId;cab{(%u6D6we0QQ%M%Vy;?6WEybyBnVfD(f2FK`E_#gKdv;{m
z@h0dI+00+1pZ}G6M9F^!R3E@heyq{|FX|Fs`8u&!(KkPv&V9oEmhBDFyl0W5S2zD1
z0QjqE|Iwa@o<fV#^6#(Mbw5s=Y&e|s{=)P_?)9ujySN#-2!GGql||#;a;9F~v)y*?
zXZ)gy-osD|c9U^)SuM*a8`iP`bPGv_sARfZ;61J+Fddn%wdiUMqBYW^g8nL>knb9j
z#OS?u(wQ8qZ!a8=H~bFRrg_p|3LPe<8Yr?o2>o_+nnXZLDC8WF^r<DUefoVBU*WSX
zSj?LCYoEnyS==1{AwfP~Kd`?504#m{J>NfupX%C)iTHMVM@eeI=~yLjxukz5A@T~z
z1J$z3LGy{mhZk~3*-?Q5nQUwz@`!A=bIy-?*#v7VxWjV}4zb~WvBK8Rp7Xw6<HF*t
z2%QD=vGX&GJI`n7bBHg8z6faN*2iaoWuA=>c#=na2NV;Gu8I9b1<NAt7|E>F-DDd?
zgVh;IXN3)VwBtOtgpEL_NRr(5>o_QCuVaB`4Hkrhgl=OT%82C$5!n%6q}Y}TYNaE!
z8#ORnYrRwtj^{etg@*@@DJnDN)~J@En5F26sjalt?|_46V!r?+X`cW9*O@R{0m^UB
z)jyo*htXY|57GL{%70Pc@04(+lfT#Tkd{Zs4W|$~lH<_WSAGzZ-TQ@)l~W~)xQmfV
zs&irM!zmZtEnyKiD1zx4_J|u%oPtT<Uw<Ril@e=hY98CI8^n6BKG)qUbUoM&?ZjBa
zhn<}*?}bm3IEAhxnc}kF#^&i&$5X1tm@4ROIttm7-ZuJ8D7{n4zxA!~)a?BFz+;v(
z_9*43C{~g#bjSy9rM^AHZ^mI`1sVEXJBf+Q)~ZXx>7mC;WV5#~qsBqys2)tEtCEuv
z7XaW+{^cJB^v@^c6(3zo+2*&lPPvFapbf^2z@yWe`VI~;W#U_s?>qqDhb`{LN8ir<
zPh;mxlhX|Hv;zkjGz(>K0jNI|;r|5q-$t%qt1`?ofVovrG{QpEa<mf+6JG(v)k+(c
zL9lYHA$1fhvFnr9Qn#O~A1ekL*QFduZ?Ii|>N|lJjS_+mXMKr@q)JTu%E}UKt#@_t
zNN!8aMaNGwZ^A=t0LUZaK4<9`<XX^OpwQ@V*?gz1Q=#gd&+ePb#<%#~S*pT^Rvr29
z8WC*^tM%pv`V4RJfpZ?WIO0!Gw<G$lhC-8|(S!XuS^SDUC>aq+9S_cV68Lde-YN+p
zp-j@yVy~p40vy40W6NGnz$V1IGv%}Txv2(e?mfUo(Z9_8Mn!v&n7AYKM_?pbR{{VE
z_#^bJ+3I+c8@VzeY<fTF!2a=_F5T!J<Dq11a&^(jv!w@hs0QH(MV2P)E1f1slfrBy
zL(1=Lbiz32DN;ZXFOL|b-;6C>fzBh|v5uaLj_ZrU7g12WsQ01iU4r*H=k&7>i@cdI
z#Bt@ILFG6faEb9r(Bb>~cbqiJ>?Ai(V0tSv?MNybU&DVlME`pnL4x|ox$s4YrI=w!
zevv^r=WRElaOzRiZ6ogo{a@LRRKBesINv_moFeUTv8>5zufheMn_5fm<4sMycAoT?
zZHm``D)70C=Yu=p(8Bxn=De?udDEI*K8!zewxIGX;h$ZI&FtKZh)xV{^Y`N`=5Q9W
z4;_YnsrCVrWZBu<{PG0SXTjq_h4sDLFZSrp!g?d!;HqBDR`d6E!Omtg*YconzEopk
z9oMc@;{<-$6)|4Md=?XOQJyOHt?P8!*QqF_bzhjY6A>Ivo8ueZg4+^&iy}FkH9Uiq
zx!xP;=S3u|LFLWXl6_bVIol0rc<~1#jRm~c3t;Bk?5VomA2gZY4O*3TO-PrUj^sLy
zh>D3~`L_#n8Z?B{wQ5eNV+Fkr*)5ypEU%AxxMXi_O6ZaXI6P8gcn~Y~BHc}rH<v0^
zl23Xo<)R-(84^MVTUw9r*69q+9@`cU(5|8uTQ8m)=ey>8<HC!q=_|nf^tR&06azS?
z+t4z!mo8bu3n!MC9@^PEE}CkTKQUgGJ}yPo0RS*0e)@L<4!HCel}rELqRyu-l9}1n
zbxgjMoBloEcYmB@sttw|>C@=$S-gzsoy0el4AQj|$&FU;PK=4HlX3O{3iV(9Z4H0>
zk}~+H9{tc71uIV8YM>60&3@v@p%zm|6n*y{;2vX{0c2Oi&_$AT9_~;o3^^ObNmgmq
z6rB(u3iQ#8(46kLS<yiX_DZax_ZCUxkQJob@-$m(TlzDbLu>W+17`_K#EE?7n+RD~
z_vf99OGEh<5Y~RR&uk#g8S$#)J*d>ddAtYu_|@R9x?#2k;VUC61OX?QXNqP|sk86f
zW<bHr*TfAh6WUI+^HatJvXlZC^X%sdjpQsK{Gb(k2A&<yo*nWl6)D`g-9&Z=sc8mX
zwND7R$-ouC^xUPLkchkjmc8Q}Nez`J1vn`iX<z*#{5xE5=i#7UEOj66n}j-^r;p=S
z1p*@?=5H&cFR`zgWa}PG7LLDgSFz1i+(=3`nio(`Y_;h%SE{$9Vmj7%tNX&C*&v#a
z+=zRK9(U}CzpKAv__W5Hc|~ac;{6i(dQ8?!Lr%9vx|=e5zk=P4vg@AeffU+XWY+s~
z<Ho&r$Oh}r9di|&0>(XnE<r_`mCXeyTjOOS<*yo_B_#B)J^z|x&w0+jX`S$@tRXym
ztf@!1;-S=-_($`71+bLeA~6a`D-N?LuD~{nlpKJfNqQb-IC#F^5;5V8^>Ex$&fFR`
z(XOuEvWXZgR#l9DN6S^y|F=`(Z&LqP7>MMEmS;1hjET4Av1f6box6ER@KUzfcn$1c
zuZKI3?(rutE11jOOgD8Hahq%DBuLR9CzUKj=Vk?}0e<ky_BE2Vgm@{AvLK-LhBFBY
zzR*)E%_i79#AT^qeq2sx;gg38(1QQxmnfM3{d^LXsAaC{xiEQ;7To*@35taV{D67;
z+6)QG6VRi?uJ-`I+rR1DKS}&QT7P8whu-kl15+*=b*SLnfl&v7?unWBanz(1@QN~$
zM}IAg^^5F%_3@CKIw&fny{&lZLYEuW7zCG}Nj6+g4OPS_v1gYH&LQNDIK<H(r(${-
zI6pM2CQ?k^vk>e^S!f@M8Loh$`VO5XZyDWIlaCs$6N-h@QBw5#U}NA01%lC%1$9-{
zFC}u!&D)j0#o>NAJFnLJo}a5_K}CZG3g-lvSIeuqNU9)WF7*wjD_+4<w~gPE?12oT
zl~2z>j}>^qp}PCY#+L4{Y9#wZJ30ZER-{Nr^4i}L1TJoVM2WEh^$c>fu<e5;svGeU
zMlEzo65)lN^4axwNm@5;Vq!|%FA@-~*agD~d!?*CEXXmU&1qkR>zo&zU0FF7@lKP(
zzL2{7#O%!S4LZwd@Kstr@rLkYOV!soqm^@d&l`4}#Y^4d%J{g<_rX*<o6d`GDr;_=
zGv;q6A^K0DeTLZ+P8IG&pIS;i5MS8OfwI{?UluSl{&7V3qlh3{3@G^Wt}hTDbtj5s
zE0T)JO5V8d{Lk6&?@pkwDHn_etA(hkn)no7h^@@xi`4rn;kKRjoyOoPVUiaSy4-O=
znvXY8$d+tVx92^vD|LMF14aI|Cy`e8))3cF`O}IL>8O-cGaZ4YpDT*i?iEDUH!bET
z>%wyNM25$-Xy&@w%GueE(q)iegSV}_9n*9hB?Od)Mq^J_r$z+tcEN&QI{FT#FFoIh
zQaM}dOwQE~EiOYOzCxz-<5ik8w2{<FEyJBThBt-TI61J_-Xz|7pPd(4>25m5rlBtU
zt)>IEQXkmA5`t>!eumkss~OX8lAo^#7m_+VEdLom8S&!J@9>Y2J5_1LaS`scoc{d^
zF}(UeB!p0>DkJX!my<sIW2rx%{O!U9vFL8<ts8eSewk$6U2bX>REw3g9`&we@V+qo
zg!eNj&Bb}#KJ>98-5n*+yboIX`A<0iIwCmz+jLt*L`}^`7W4;VI$@Cw`p4qGbR&NK
z*Rs>@s#?)Nj?Z`bM=o0)Cck=(zGI>??rRX$1Gt3k`q$9^>&+z-%g0{u_Ba*Yp=&S>
z;8VR^7=`07zM{P~DnJ*G;gOt&kcaputzzS!ef;?<n|gWenvz)SYI=cg&R7AqOxwJo
z1YDjqj~-1wf0<}aWnFII`qZd+rsCCI5Cp&97fD^gA@M{l!KPYXEyFxO6E&zi1^f_V
zM2y=F-D6DGaj!vY@j7bgq3*2=q(}~cVDn(DuY6aVTFG~&Qt~ZYmBgiwfaB}E!whQy
z-k;;v!N|rD4;acfyGBku2?b}Sy4ii)OTSSTW;(P*?bS`JfK*uBDR=jRgW2DAy;zZi
zmAgYln5wDPEU}SH=yc2aupETj#c|?!?rk&7iHTgc6E6nRrG^kl2n;M*<P~_3Hld3?
zUQX#O?@63t+W2Ow+#txPruIaI>+7Rd4Q|0)kV$(>=!ir(*NGU(lY}6v(7kZ>-^6Y`
zn}Ka&2>6_w=c6|lH$vSpj_)_)Vl#5&W74l%as_c9GB?RXex(C~ygo|x>TMpsX&q0u
z=17S4+@c$gOVa7k-e?P!gvPKR@x6@muh0mhv!7F_$!}@xdHY`jMf&}zuwK%rFnq7b
zjyyAnE6jwcXjsWz@2S6*d<^NWu7sL}`OC)??hDz~F)A47q}ub)^XJP>C_$&yvsYp3
zUs2C$xaa(4jnZvuelkO;se{A>*IMe-P<hHiZ`60v@6(CTMJakZfnUA4*@&_`(d&I}
zfN1e%xa2G{Ga}*L|4k~rSer2Glrhq+EbYfG^6ZC}{gdeb_LBQQL0vT{H^F&4arLqH
z?o6k7zgARZ8sIU$AHuinGlWN--MCjBYO90Z-APBQRfp}-fh5|XA+SU`Ymz|7op9<$
z20ZQ~A4vyglA!Ea)vrjB$f&7}*rePl$gIPsuW9sEWxxQuHTIT!E=~5OxN~x~0Es{^
zV4<6)`-5ak*E=UFFLpDSNVYxz77cQDU-rx~gRPlhO#USHdXrSt@bf%L?U3JP`+j)v
z1BibO^TWP6=y$=4KP&mLCm{N8i)AmaWKm`<1^)h;!4D69X!6jr^54Z?|5+cd=R2TC
zav6Vh>Uu`d$7P4x+2s*Dw_$U{w}LZ2JouqEf8Rav;@?_rG&e#_p6R<ZF=b|H3R!fk
z<SH)eF0;`2&xsB^9Y&PfW^n)Rb}1(Z;VDNI`f23RA1C=ghU_l_Uoo4`?w4(IrPisb
z11*6L#cY!QdD7(l0Yj<za+nld>)jSz`a1roKE9l+0+<50tW8q2|L+4g8sm~wap0Xb
zxN6T$%~$K=RB6AdqL}6}u;!@oE4Ms6*@pcH*9amDY%7-nNHAs`gqMlB5zI6S6=Mym
zc<r3;SJ-H)yvcwkxl_ZDR}{@t)g*f8=-5N6h)765%Jnj@d02f2atdqST)21xP0vMi
ziFlKYXw<D%42%|H^N{PebC6V%S9Hf(FK^73DKy$nM!CEj=O|`c>xw;ar8&9fPEk$;
zU)9L{u+PpO*cCVHpqmd;4TBg*{9WfR>HfHa6^nm3&;tNGMg_Yy33`^D0~hbsqIDwF
zVd64u+VFg8)r7EWg=R(dXR&m&jMSc!UwA>W-vO&85=*HVrZXGb{Jf8w0n%AZ&JyZI
zExjpy-<DL)Rt2!l7G+Z0b~k?U;HBFI%jYYA%JS&FbH%2NqKX6bQeJ8J$ROVSUHkqn
z>DRUIiTCLH-EPq14ET?UWW90Y+P8p*!+%%ef13PnStEY{`hT(?UP>oKjk}#$>g3E$
zD%j=hb-BXH^9ZMqGZ;t2uRUp{f(vF@K|6vXTWS9C5UAY8aXn=98>%q1GThBu@p0NU
zs`KN+F(Rl9zckDcHF?C2Kx76<6CdOXlQ);guwlmv5cJ_vg)kvobg_sV!Wz?Xj(s7#
z&J^?8H|^C`!82_#K4Mp3n7b40r7@e?vWK2hn<}gew|><t(ywkysoYBBo^O@oiljC-
z424<A$3)T`tddT&K(e}@|KVF-)&GIrphf@V&H?B+RrVg(8mu(2jPqtx%WQWA8g^5C
z<@y>r@h&#f-JDN0CYI{!UTzcW*Ems`?*Pp6tVEZz=%dk!`>$~-7N{j2g(p=~It|~L
zoVt}RURibz(5L)E{eSmBcFDaSF1ccu#-Ko>i9`I5=q}jgHzrYQ)_+&xkEAr;GynIw
zMsQ7EDl9~6MP8u?VR{wX`yxD++kVkFGG>mvU5POuU9sV(3E3#`53OpkX|XOwd!g_k
z4W*nqDrfgrcHEFOBkv>{rxL_ItW>;m;2WF>CfQzMrQo>oI&y-QozQ9S8-L*4<RQVY
zxM~0q5m|b@8`xxj*wu8=D{W$3XD2)uI6EP|Al}o~C9>6e=vjP^F*3n=Dq`!{n9KE(
z@Of&ftHDyl-2AGClBb)-u9M`SZzb5CjMOks?bd2;zm@74lfZpb+L7e9+K%A9P!A{-
zqVOm=pW$u3ZjPWoG&`-=3ugR!eQbi$x!&r66SK*<vnbu(ccA#P*hRW#@%4v|&_?48
zZ`Y0;xq85<g!xuQH*?coT~__`++%U3f7&!=OPkc;<E*2!c)V*XiEqg%H%8}QH+r!h
zJLmIf?UYBCH#VcIXN0})4jhCZ?WQlRtyZm54Oy^0G#C&x)Q@Cec=C;GWY!=MqOzBe
zMwnxiH9{icH1gS4PSR#85E*Es9<5r~WJr%E+nujegrJw&k<uitcVPHjJO=LSWkOS=
zJ-}Vqq+lG;QQ)Sk1U-Cctv!bXCL&L~N|I44Q{t;6!!f;-4$sn<Rs$o(CgiMZr@67=
zk|h_AQNX2n$-kKw|KH#Wx&mo5r!&W{diSZ|VCJMgBD0;(rb6XSGLmHbt2+fpUeOk#
z=&zxzmE_De#Pz~aG<w{z+|uxgJ=5jP5|<^9Slr5c^8Fy0V0UZHJg!R7apiWf%#I$V
z512=$OtH(!@Rl0Z@P75+p^I`24Rouf+QFLR!|{q|vio-cknws3OX+L|Rk{GxD;LMH
zBI4MVkC+V%Xy_W-vaLHsYot<<{vyu(ch9?t7?KybmbN`GQ*M4J@t-?(_&2A-dp)CW
zit21*!#h>0JSNGGv$6ES6Yj|&d8%4ZdS+?Gqih+HJd_1E#=Zk+6+e&ab~pD&z0+v`
zBc8{ysf_^hDi$8&FUmR{Opg2n(xg|ttv#jRjh{JlbgGQ;&D+$N+dV-vi}CQG-JBnH
zbN0kit^9X%C22PNuXdvAi_IC?KWI_3V04hq9Zv4e)EJtKpA5`5+_a2U3Tu6qpfu6K
zc@YzAeOJv4_CK@Le*QX7Jxhf<nWdV3`Pw1K{-ln-a`0mGbyB*UcOc-Wj<+P*M%sI3
zIE@d_qqn)QBaXgFa&4acIIH?QfZa!nJ;EUyi!kWmGfzue?_xU?^=i^ZFQd%XqrREm
z|IH&iUe@0s-9#t5D~Pi`hMs{<sIN+aQ=1r~%|;~}xXc}xxbP96h(3$7n0o5mY1(Hk
zsb_$vrK={IhOR+)((Pi9&oiTx^^=~h`0=Wzl7oGlmZLaGd?!*M3%ff)R{!mGW1xz!
zV$iy;iCe&I6F2UVK7E2acUpV?mO0>hN8P7C^8V+)|36mOrI<2fk2X5f<K(hy?b`5f
zEv<9KyvwdJzgo5GX6H<3*}FIf#(-s*t;{_;fDAGRy*2VPdgz0#P6MuoZetWnoxQ*g
z{BF#tAZsP}h)y$aj78DBp=v}>WI76Dlty@6LU1e{vVqrWX<~`SYis9k+^ZmdD93V<
zw)eAZ2zRUjme|ftG6aI*jeh&_n)KK}6RP#&Y;~4HV=OFRMUPt?Ct%V6j@lL<&Kmgw
zwr6FfQU38G{t*A0n^^?O7GP*#NKj(n(9YVXxhv+?Ym0lj64ndYqfX0P`RL0rMveBu
zAqd|=MZ<#VW#0EnoW*-lu{e@uPR*rTqcw)<E{omR><f|P-31+{DW{|O1gFo>HgJqr
z)E~#8SeKz9#FpGUh1_AkyxagI&FEd`k}J3czEsYs`1AtV?IezeXK|Ka^VEL+y@5)+
ziPRm0g@=&l-x%WuSCeG8hjPzZW$5Bp?-7YPF?J|bd5<Gr>*2^`b?PT~((0b|PVsLz
zN_}x&ZF#fmZ5DZW{kHm;H+8+k{;Rz(=7(;dZGO5tl1q1rIS*Hwr2I3xyG!R$?6(N)
zD!tURZ@!~fIE&SV4pmMcMpQDoJET{ej4pV6+S`oZ;az6d9uW3)SibR*Ov5<Eax4Bo
zjM-j%Z(iD|p``8f*VPIBIlUgK+-$3(`JTJK{IdpK9weAF6{mP<DEIHQrf_^>k^HlU
z^}*2dfs0nQt?Riq4M8T)PSPT?<|Ce|y_I$UuNr)kAsxC`QIMCPs?3r*C8^^z39b?2
zY!2*--hiadWRcwa#KPW|yYwg8&q9<^fR6ye)o*|Qj-<s;D>Ss*zb(7)b)2iz&-#ai
zKiUN8zDx3j@;CQTbo9vt%KnkMelKXrwH7H)t6|A0?XsBy=jLBE78gF-M`bOT3#zE^
z-W%Uz)1tXZZZS72-|(4;nBF@X%R2h_gA@@mA*kg}r`LNAhtuhF17U9(#=oK>kI1@Q
zIms)=u2(SEt?rj8?U;4B=kzBlZS3IBXVsgC$YJ^XFlUX<Ry1+E@|UNeIhAlF@Durg
zuHmx5NcPHiQW_qxghON#RvD^UCL0<WBoAMCGee~}2TFRfbT3}K3Naog<}j4zq6VGM
zOV`n{e7+W@j%&XO(yq@E5`OePOk?1ExgFJLke{{>|5*uXwRjCB?m%|-TlO=pbU==7
za?Y7?iir#X6D74-`i^`k{FZ|d(eH#+q`{C?qKltWfR9-Vb13dTahv)(;15*WMv^qp
z<{i^2l@hEj<OUDbyo=yVJ&u`&Kr~XSLfeiz6Wr{qIX1d0hu6k`%DN^eQhQm3fQ3cB
zk`szm^_)q`6#Qb)og2OyNz%Ab`qVoj(5Ef1@28NfgT3d$`s+_u-A1x?Oj~kF2Zg4b
z@XmG_-0anu_^b47-3q;V^H|KVstQKrDa(6%MfDn-WSSisgG)ies@KP4Hws4PWM|O+
zv%ewvfVmvvC}DgjTEPTEBw|=@5Qic3@z+i6+aw0q)cP4kPz8sz$_GJXi1OTzSw`TH
z7-b+ggniAEjA;2aVad>iQL@Vb-b$mx7q1Y;6T}y*9>VC`67*oo!b*mkK|N50zFd-c
z>P{8TL|L*n+Dke1`k;oDZJ)t0h&q{jGz6MpfD?|%>q9|cNMa=&Nos*b7*`;`G&dZg
zsQnheX!r>LxTmO9Uj_<G!S32mldY%n>Ez76GCf`iQCJi0FjeETYl8%J&l4-OoA5;A
zIX3zI&-}HGU+3-(pN47p;xuY=o8c}po2}dKUN-$_FMfy;-%1$>Odfpwms9eZS!E;W
z;IFc4`3ApiGMXFFfOz>g%$CK&JdKE*lED>*FYZ&ys*X@_ODRflkS-ng_~nEnw~)1p
z<|1vK9<NUsFQhh^%Wnh)rM#q2{x4HH|Lxv&dEv}gX=(<@bWm+2Wo%V)PVz?i(woYv
zu=jxwr6whR(qnHO?@^Pc=ly0U1s9($SgLFn5Dznc;9@!_s?}%7QfCT+Ucc`$xbDF!
zCAGC(>d(Pys*e88cKk1-8m@n~4nZ(%5!^u(++b;|wuqmZ?H`nV^+F>f9T%<(TzJ1%
zsmW<||3X*`pi5XOg5KCKts|DkRCGL9yBABv9^o{AP|C>LROL+Mbymrhs)^=X2{RZy
z*)e>;-zi6>pEDSFH6TXCfm<C51ffJK5uR>)tdD4qZbmb1n!FXnwbS>PI{sv?v;3q=
zlT9s0HTU>KhnG;~eeSqHZg!IJS9>9TzPri!fM8XId#$g#-cUvqucIEUPWJ&q^Xd_-
zll_DWq;IKu84RLNZv^I6c?t$%<KFUpykGQW{3*o}PuHpK=bDsg{hW_Mj>y=Xh8^a_
zCt3acckj|8n?(`k2CLv)ZPt;%l~{sQH@K#D(RtAKRd6QECnmu$JV~1*x8whR+I#P~
zCbqS0I93D&r7BIOH-k#=NDCx16PhFxr34ZP3R0xImEH-x*8l+mDugPc^xk__5Rfj?
zi}=NT-m~R7&)(;p=lS06`TgGC`^_J4&&--NYi8EUthw*&zAmZXL<fA<-ilL_crH-I
zfU6RKrb-?G)5C{TF|ui5$YOcWt3_=V=|e7+8SL%Few59;{oK`aRjK401L2yKkJ{S|
zi`g(huYoe#QLWN^j8N=?j_D{DcG@iL<;RLUbgEe;bnr+#Po~5d3kw^NU;P8q>mLy`
z3^Gjvy6<z82kk0KrX%leqiWfe64A2-LIVTdr>JSv0xBP*(T+TTG~}3vVD2HKlyK!$
z<7zYI`d%r+23@m3a{SN@;XM(y+rPgi{_M|54-m++<J@pKhQ%--srNuo$mbYTl$9b&
zYPhCC+Fc+OV`Z)+4&;5Ic6}IbE@}Aq-3$U#t+)UmD(U3|Yh;p8iJMo_cW$62e0g|Q
zRqkUz^Y<$!(IMqDZZT9Th1NdsO|->Yw$WwBkn`C9dZYdF?Zy~^SRB=%ga7%2^S5Gq
zf^1!x+YFs2jI`b!xi;SR?0C{;Vg=qxaTBZZ?kBF|F(W~13lhZIL3Gny!&Ufmf$Gzr
zsvz6N56UU+6Aw_f!dz8R_7Qbhn+3~;EaH@)!{SHp%mxaR+l>BNp^KDqQ9aA0%c2cq
zCA1+8L&y>qZnJ025((jMeAwlZFR`QS*aaRrJYT+}fqWyOUT%C73x<10QN5cg;}e@u
zZhldxySU*DX*V!2+{8l`W;|Iw#MUki)q3>Qe*C!VpH#5CDwgD|Y(ANawmBFpNqrA+
z+FlNtCZg<y)`C{$!nGc$sh9AyDLY@WfpT%;3R^jmI4&;yhA{gg19SxNsha>@g!l#F
z;4GrLoZOs35eLkYm-9mU`rVrl%R-P4EIc9dMycd;fP`ay=k;pFr@S!_oGz@sU9qgD
z->UMd8tbGILz6_hv88x^ZAnJP8#FBM0jKuuo5nD|=<u;5?}g{tGh1hZA^CmFr6Yrh
zTo9n**&*x^>gTt|yPry77r}`n5Im=a+qF3WfQorAQ5l^LX9+44%h!QB?ez>Dzz$c-
zP&^EN9lO!d>silQLV{hTHY2DWejNPbn7^e`mtTigvf&UMm3`wymnM0mPAT~`@Ik3r
z?+04OPl6@a2COpZZ9utv4yoyCN}6(?mT=AX(w&bzIF&8Gzjz{WNVZQR^Ct<6)K2g|
zIHOfBEJdB#8viXJ;5%EjWkL#XckNcfbHMqs=RdpizY3^dC{k<Pkz+5XSZj&F!FVV2
z8@M_p!e#meW!@+u7fXE|)I=GnD{8KQEc1h5G#T*K8&0!H(&Wa2w#Db@nNed;Bj$9<
zU6S+gGoQzU`dmAkN#t5m_8dZTOlZlvuCAGOF+IU0Em7nrF5~_@td0H6*NnrR)J#B0
z7X}}`vIuk!){akl;e&MZdl<9u0=U#Tan<%yX&H&h#bmv-U5KBqC6YsDS|^+h$OXNo
zKtrdw&K&+kD>Z>rAT(f+-WJNg-<a?wfuCEi;6D4%Bh5T*$uO<*q##Yzfbo2YyLAwk
z*vy3*q4J8zC5~t&3#OqD2w_-0wCBjs@bn~VK2{k8r^-IY3(1{V?Ni(f_!vSQj44H4
z?}(8~@egz02%SLX3hHRet4C5n9_ZsWDpor!$s@*eEi6iD#^;A&a(88;*IA;Bi!GPs
zIZVH;ZI50Jk1t*PhW|PvV_y~O?+7y^X|V4mLzk=bJ|cyA$E|I5Hh~#}@><m#1b5t9
z%(ei<<nY)4kuus-Pb^}uMSkBAdhMfgX#jvC`{(2P3w!`5o7T>P1i1nL&T0Po0KWV#
zS*0=|&wy1$d4Q>tv5o0E^h>mw`b0j=s<)=dcQro#a(-{}%E43C>5_(lPX*6*p92K*
zexBy<%jrL65;UJKzcx~7PADj6l~i6~5@oDnngTDywCGIaV^#aBbNpAY<&;yV!K|vk
zl%=u4m0bw005|w|-U9%Pk00MKuWg>p+R4D5M~pX*tZ(dEf6vo&#SXj>_V^rpoB6I<
zl)Ju1C$d^URO!W1mdw&sF@*%7vFI^fO>9Uh7fCek3&;Ygs3Aa^bJxAnpUgP+7Co(#
z;gv9BwzXLPy93%PPr}n%hk6f0saYCc?6&F?(qOnTJ^o=GBXMEjut55|$xhn&!snOs
zg(14pT;x5ST1-0lNHo$yF<>-JN;7k1*v5(ySMoFpvg?^+7<oTOIgly!Ala21#UD_2
zAtLkfvkCVXj$5s4tfNC)-l*z#)uoz>Ok@7&Q7D1QU5i5tl7C1ZV*sVzWYV`4F5VAf
zL-e2`Y!K&cJ0W;gr437qi%z+ThSWG~si=c&l62t>@Wojc>e#9`Wg+#W*j$}g8(qrw
z)uAGDZK&Ku2ewvqib1|O*2=;RA!bNONbC!Q$Jml;6VIEJS*#6lrN-*B&9U)RHT%XU
zLyDZ99E)n0IP}$8kcNJeLh5Fatcw%Nr6x;e3}xz+Whqzl;;@BNv157YJKQ5g)ge4K
z<4t&ePTvhi5)Gzc5C;p@P~?f&59ty8@wKAt5KX)ZxIpT4aI3;vwR*8+$kCF_!5|2K
z9~rKa^?qV0F-BqAuC$I43D&A&#FLnEqx1F_Gd>g^?Yc6kWSd{=50shFD|*)5Ql8yd
zEN<W{YkM>H$Vn<TQAaz2r>4qUBrgzAAS=S^H4z_M9d&D5>a{|-)r8F(yMV#{Xo#mm
ziw^%CtZ&(&{S>BYATE%KsW-C^N#b<UnbkLEaYs)|&U97S&!28_gmdK#<okj?wm32W
zR-V;nABD-=+UrL$85yqMj<(k%ya8K-tTIC3ULBI-Nm-*s3nk7^N0w&Cn7DiyJdO3L
z0`-PjEgBM5b6zb|VpAreY20xn(U%)y$)W?srQfsG;|&HgFrPc<g$C0<GhTdoFF(d9
zu$Wt$GZ%rh)n${_AeQ;wu%68(A&5NYbt#h`8wl2Zs6nKUJ4$W``4sqNv?{)2bhz#q
z^&~N-YV5)Qfd(SnQ$fubyp9S+e=aiGV^=x-8!S&$wdECZ;3^eISPqLtlPAB^tOBFh
zC{sWvq^Ba%ros5aPN$e`M!0iJSJ_;o-G@vaTBWjVIyDR}CaQ>S8wkG&iAGv|4IBR>
zlDAXu_3qZ{)M~-^{@K|-u)W>*E`tIRAc5qi`tOAJBnEGgT;RuZ-pBnckw-9CX(9s_
zrVD3eM1$_he6O!Se{4x2H%s~fxCW#a@{(}#bRLNIkaWtiIeJTW8HcBgEX$N*T1!(1
z%8c=pOcZ<8ouCD*goP_5#D3AM&Wu>*&K<+Ois#Q0nzd{MKel&o?2Beh17C&#$I%m|
zyc?_Ikm;OWJ}9}$bxJ7?`>Zz*C>{}7rX0PLB`kX}Fd=@nr?5b5SP$yliBrkuujG50
z?|=Rbw97FjHrVxhLmdB1@Nal{!dCpHN}|eUxC3V)r9vYqGr8JPy~Pn-Ln-2_`EFUH
z$z@Pb!2yZ%BM*gT2~Ex@^P{tzIb!{KCZ8<3P}XXJJRY?S(=)~zOI`XLtrRMyXd<Ml
z!!|jk1CyheUj+7Bo85wjqiL3gsP2>!@ck`qM)|S~BH|X*sZ|nX5mBbsWi<A}+GIm5
zmBZnIG~Jm(jZKGG8(_J%B`;oP1}xwJrg3zIfN3<<Nx`Ln_vZYb%Ly5lF0WP{Hk&Hl
zNPLb}vs=tF)7jz_)#?-0p{45T0tn4ln+3L!t@yLJTob7)dAxdzWUrXTRzDCa!?lPW
zb(^O%P@v|#C{wdctE$g*8G4|B&ua)hn$S|lf(;TM@%0G9Yt@YAViwI!drKokrbLot
z7nG0sBX0ZZY0)TNFmL<#-Da1|W~%F)pA9xJnR7$FQGrE8f!CHeGlAqPoV{&JD)q)|
z52*!mFY7wwbc=MTKWMqCa_%Wg<Vy@Z`D{5u23IuOyFAM};U|gWFm=UN0e!zL;2c9X
zzDuUr*@U+QA4?@yKGSQh>j#d1&5`?4&>7^RPrROk<L!j}1XAB^ZZn|YML&p<Iu>a*
z@mf=R8xBPr+mxs;buL8s%h#oHU}~BM%B9U#D`op;GU>=H<R(*h4Te^4H2yA-^=sAt
zm-&Cw9x4gHB%LB&EGaYx@;qxaFENl$<gd{THOv^8(S4|4n-b2?(drr(;nAkphm4^<
zv~auhVf1pjRn6dbHOU>-URBg54Y6Gy0%tWFbPb0@@<Uxo?kM0OQw4st-2*!t*{4A*
zLSz~uNYbbWaD3h+Dm>qE{~G$4A|()#^`R^jQh6I;QfqZTQQ=EDw=PewVJ}ZlruCE|
zqy6By{l<-;yWfTBX4TD^p{=s&n7%9>>>Hq@p4bbn3U3OMCe5C%InC#S0vnG;tg~0E
zcxtm9J*+F#s8}46vk*-F)KoCb8Yhr1s;gT%8yOoL3!2|Z&9Q*TbPg|Ic1a2aBV4f;
z)2G@*NIW<Wh*P<~j1Mv%&`(S|5WRC!?Z<NJbiE2=S{U|o!~EZ-Xe-byH<rKr0cf?w
z*pZ~m-nH0Y&HVx3CsWrcSWSD<u6vNvd@W&7ogI>zXH?koq@{wIsZv<D$6=^{nVqA`
z-GuDBLNCLjCy-yiv}|r>6VYU29W+)E->_HG{u(s`yr1XlU|bW5%UH%ZW=7q&4CFp?
z=6d`k3KG(-!id7#tR5QOLX(^wmilXMgcyy=#dRY(Vbw&sq6bleQo7Oji#m{A_aF!s
zWyr9&{Jz7AU(fupn-WFvW7~aS>%zj_(6WN?45>q;=FNbPhwF9p^48Z9!Wt@y$5e23
z76zy#6-j+okWJLk2iYu&Cmn&xMNn<75{32a!5mw7N}ya(h4UA|;Bw`aq2AJFW_T}s
zi2iH&#X@IgFC*kLRh~jan`45_Zs)~gDyk84<0Q27;{hPTcruqwCn<fulB{ExKlGcy
z>EX;>R}1kmtjMs*1ME(fO;J^7^c~aV84@CPWu35FcJv!~HBc>g;+l}<`QmHY3U~u+
zYAzw9g_g)1oL@ghJrErw^il9b|D<zhje8%3ucOXE895|W7(1swJ)8B`KSBQ+o$6S{
z7=2FF^+ZNS#)wia9{wTwySGXZmFQT)Z0M_V8#>OGb|dfjHhG^;n-mS@LBfHz-Xgsc
z<~1tGsx-lh-TN>a3Xob``)kateG-EFOB`1xRT_Jblm#r8cwYB7OUbq(wyF>(22t`O
zzRTuAJ*gDQZi#ZAe9+cdV|USRsd9B5Ik-w5oT3tM2c%MV1y4dFGgRJ22|5bsCSbKS
z)k3NsJiADDuZpocb6haf2(?_G8sH>}&S_45BV?3=pI>Z1ZHfXxOH5qrK*+Ew$jbAJ
zsT-H(ZMKEB@8JwH*+t8Fu=I&IWw*}-a`bF%<IovR*E~((>kgE0hzSL3>jlJ;h<G(V
zk+=`;y4pE-zr=n`zM_~pa>1HN;fsE4*F*Am)^{t%#wRDv>JRyGFzMUOVKw>O8$uh(
zd@p7?pK5%XsT7dNs(2c|nX7BojvMCbpBLI{ru$47g-$6o_%md|lBOqwId^LE9gjQT
zKP$3i3RKpt6`}z)zOAxo!<gAJy`*qAF*+!dZo!r~4xn9J>*wglZ@Vgkm<QLy3nmUf
zRrzV<J;0>uWlC#RaI{9Uvg+n#Z{@WZM$uf?P-T5ot{>VDN05kE-l9laFc1=CLryP!
ziW<+DI{VgIw5rfG03CC`9RCft_(t=#R3FNTmshkjr<YZ=Rm)zBKq1)gUIsjaGIZ_?
zzK0$m;=%q}C@l$VonTkHikVO?spTT3WT(cwPIY^dj4TpKnkFdgPmLbZjSX`1JG#*;
z@Lb5IyM`5r`urjHTSIo`K;(5-=u8662Fwgh?~CE%>*cnvr)AL#43pG}FCuZqGv-85
zW?O>w-zL%rf(Wfq3~{IW3v{i-miEEqt}$G9BU|j&?r8FXh&zjuT4}eSo=Dpoq4!zp
z?K;*Ny^W}=K$xXqoR)6f5`SFldir$OteQf0x2p_E6TogQHOIljzoZkoyEqVhy0O&q
zJ}UMbX78Nf3IS@V@-SrE43<fY(+zUF+3MeU7NkXuH_AwOFj9VTtfDR))9g2_r?<L{
z34SEXsy{72Po(JxB+M$RO>h|8&8sXA@#$zb+eFX4NX$VBbgehXZxE+lY+Rho&X#BE
z+)6^z1%>KqfS1g%<qK?2ZoUG6h~KhD`5^2{zSR{))fCfLk@s39a)|D&&YEVTVh6Z)
zn=8$zT?!zGgIqj{5%fX2YV`3p)z)>J>Usqi$mldpOD+r*az9`9^Zk)18rp&U@1Qg;
z>glI3t}$vM2dwru$#Dl8cvLYBJIlEA`I)z#+;QBUrAfH_AicBw5goamdHBQ`7HqT_
zE|DgNkj==WNt=rXbI2kF>%<Gf$VUKFc6Qhg$KIsGx&6nx6byh47cI!x>DKnE$}9>c
z+D7>v0j0y1TAOnep##MZcGRM+EnvJSo~At5pH+%%p?GIJb$4Ni$k7;fc*$IKv;4Sk
z{LR<C@Q~wg{qKb@o3572u6GmAs=-vX<96=TY4Cw?1~Czlub1kF4>8^Do6GRXnfhOq
zJpapsPA?@a?OX3=I6TA987fh?b|qN~2#&{`Tj8qKK~4}#uBQykMSI?_o716Os5H@b
zVo6MTB<<g5^bYrdf;Oy0w&MG`HX%_ym~q=&%%tQ4o=nHIbQMvUp0h|I{(6z4VV7|>
z|4LHiz?-CD`<?QZT^6m}%>K+^lk>vi7S|`dc5{b1Z#4S<GQ-^8l)-7{-T;%ZO7!@h
zNp@q0r0eP;`5}3jN_O(MQ?toYIZ+7Z%$}GkOZ-(<6{R<8)HU|=*UC4zpOhC$Ro!Y%
zbPHrp-W)uOACQ{GW3yXBhS|T-y_tZChg76yn+g94U_JU}n%T=l^okzZCEUk0c61Vz
z(;RxUTKPHKUXo7-&E`$QVEb%ZLcU+33wz*+>hW9b^!l9=S=_U2IT}?$k>ivD>&sc4
zJF|$*Y;`kXPmO+Qzu6U`EPVpwfw73t4BMYa)UHMS#BQF5UYv-0gpO+c1aF=Q)15FU
z|H*-Ntx<n`VByb$j#!*1=1hjW=n<(?o2N^}#f<v+MN$h$`q!Tc6+zDOw_b2cw-yeB
zZp8*o4pdwlX8T{B8Zy172s-t;kniU|z6iYk`KoQyM-=oaAGZ-K^NY}x(+vil5>>Gi
z9WfVrB0uEh!bTHkXnTw@LqfKW>IO~~C}D<2vs|<$q;uHK+surdoIQc4&e`yV8*d7h
z&10%b+?b&xZNxDBpLC(((+ufUBo<tZ@y55|FLPg{So;?q=l^**vaxXk4-ewO^_Llw
za?S_&@5&?*B(B!HX%DH9IlG^Ps#%^JXn-ey=+fM7n(;qW*A0!{(lW;P(AikfTXPV;
zTO>0L6uNg1GMKju)4Y>9u4F*DZI>RNq6`Ea8rZCd$JQ$KI7;VsP3!4D3);_%gH5<%
zGq`E?qz0G}caq_5>e1i?66d7$YLZ!?Rd0Oy_*W<ci^D3+NE0IG#M>Pd?a6IUJXLRs
z86GotflWwfvU9YtvpSY}$})CxgfGZf0L}=IKAz72S7%pT_6|$E21IYRO#3)w7-hrv
z<O*yNQ;&xpA=}X^Qc;7}!Sg=R;y_K+xmb{2r3x1MF0)s9EbTO{i3PDG*n()WH6|2(
zS=6TT>H5vgoX^fmPsBA2pBgqpl1YFPcJ`i*QemJIKkb{#cJl81%gFGV`V*$J1|dY$
zzpDSyy#1msM^}NGa%&9y1(R4(f=(>4nr%j#7NXgF*|8#l6Ki~$`G3<m=Cw}zUapY`
zHk(I|WolPi_kNC{u~hI`Z?qq<!}EDW<T5I5LG-PGnp_=j)D#8CWN4KAoDR1!quQ$9
zlFN4Q{GmNzzmMxR<GUPGO1=FKBeXz2<hx)Zqy3e4zkcngewmlRu_y4!_kWGk*JHNw
z4=oYw!>xlxwU1o83a1&xh|lhVH({bm5uu_LZD5Dq0c-uGz8O&=aO!+@Hb@~vIrQf5
z;YYI8y)Ti~??~!xjy)c4yUY*TkNb|#M4#?Og<UbD7o!^Odifh_kcpM(Il1koJSx~`
zmSPx5-E^~Jxkzg9bxSkG@?H6*Zcp`jpvWvC*>OlCq<jMCrq;ek_2B&X>fQjoYgtxq
z+<foW-bMuPe66x6e@V@u9cda#U8e*s-{&la&X#0QOIS9$|8}*`%Fy=j$=0Gb+ui?&
zQX<WeTAKguC?y#a4wehW_vLT9_I^_EY5NS0VynaCz!jLHiFi0EClQ3SdLQ7=Y2dCb
zYAgTZ@%(MLrbF&MhpFVCY&a85)yqgt9BqwOOakWwiO>z?_GEGXR4)nBV!MqM%wsUd
zMSu^8##EB(cE<d+4EZQqqG5xZI*=%!$RXdz=OGbC#j#*!*$xj^Y#nx5PRTIfjZGPp
z<7|D(I|oKjDxqwC0FWf6;QY`MsPzWgj@bu0&=P>Ou_LMTY)l%EH<&zZW;|}KT<$^b
z%nIj4&Q5HBhFUW!p@XdI7%SEq@GzZEVK7WsYa>C)Ch0X0@ok2{Q07a9MlKl`77{J1
z&~zUh!mp~UxoY6yUxA`>51F~U#xGk*@62TxmUStM+YDc9>J&@h50_)XGYREZDx!9-
zWLl3ab_(VN5*e)_!XG7^Qp&|1rb`18W3|EjDR=io&zObZ_Y~PRjL2JF%EI{4Svcgu
z!ObpLGQoI$*t4Kw$<LQGomaz4M5Tr*d1DG90|yg=oKv{)6zJqt(az58^loK>1w?^y
zV-gy1XgjQo6D>(~^+>;CQ()rKH_w#BF<0s|)Dlx)1{{dAKjl45itJpTWs+s6d}d0`
z80vtU=VuezR#edl<*fPAp`sM_E~Ot5s-_qasEqVbQ_gn>KS(%3Zjm%jKGhnhTk>V_
zT!q$qXOVozp;?Jpk5Vv(t6@VcTT8r(a5*iY<5_`#5tQJWuo07A=!u>XwS6@I(q(c|
zeW{tF83Qb<xI?4$2JHlAvjJCuC%}x^TWmukdJ6(Be#1*~aW^dj3FdjWEyewdAqv54
zO*2}Mp0;bEY-+Y7RAJ4#k|{{QfP2*yyJX;#A;AfG^GWfuT?P62z%j?g;%}(OF`gq|
z;KNlfICJ%QyOkrU9jVFVi*}xF*P5Gb;pHxjy#9L#;;atOXNbOF$(%9qL3g{@(1dlw
z>|$F-^im+DP^g=37W;5IQSLVY!8l2MY-e+L)ok>2j?O1Bd<kYmAZGq06pLu*REJga
zutJ=KwK=0n7;umJ4dPR(rjk{6Vgo^UTz?&>&+mgBc4lW0As|iqTv}DXGGq=CCWp3b
z(d{*8JrFI(pHe4|kHkco1D0;cPOZ9*%SnE=WHR!>wJe9QD4y78#(j6an{j>at0%Hu
z6Bzt(l(?8-Y=fTKE;F+looq_6mn-Z*NQNUq%*<K5$~x;ctAR_HZdLdoMFBlNvJ*9_
zKhp;Rs;BR5u#E<7CohK|b(QDn8W-G)bL`h5Q7sk4uq*G5kR&69%yIRwfY=x&+Wc}S
z{X{MhED7?p{B}OS;6-@0&Ld#+HBn}DRMR8|6jL^9N25R1mnkGd;LKcP%hg6`?G?hg
zy}OzN%N*^7OCH;pf(H6K8Z;Valbgg}Qw!Ib`%4C{x!eRu%Y6L%-3O4(HQ+VzyoMPd
zka8xwZ2!()P|4+$M!zRMt%Ku&{iycXqRlt?aa?K#`317Ox@admH7Gh|n=!9vl#MA3
z$A<m~?UMgMs6#pnHSdG0>vb*km-3R}%)?G9IU^3Q*<?y%;}yxtEn{w*DAZgGLQHZo
zCdTB4bg17uOAGWKBzWy-cz^gXPL+FN<+9)p!0y$fTC1d=j)ms{nshnXXKqdd9KM`|
z8=>Rp*Z-DC%}~WzrR{(E26WGr!U<RAAKMoj1(tZh0lU<mTprL4+f!@*cnUN#nKKy4
zOT0LG=r)P&%k4AGZ%b0E8pCVh98f&8Ot=f9D5wQr&E|w+Dkq+pJzzvvl-e}TKUQrA
z2T~~*qBXl3{86`himkVUf~myX($w`X5JXaOup~vIj-8wjLE5i~54sb+(kS?~ietj?
z#d7(Y6<Z&&x6M*)P?NhrPR5VnLylvq+LKfW!l|Bn3=_Mr@^~%Q2ODKr(JgSFU5C)N
zWA3X{&ij=mw<(lqR0H*<xAmJw@~A+>l932c;5SND(OUr>ty1X+TFcpM9Qx;bcQJia
z(u9eMA|S<dD+Vu;aA~;9V#tC{uZ2^d8J`3}z~L@V)=ucHq!xv|R(TI-X>v&BQB|Rh
z-K5=^UqkME?fGRpWBt%prb-b#zBWsu3L+5GHAp3cf@y^N<qJ-Q{-za)F+(^O)j!#=
zAyl_Vv-aoNeQ>*t6TcjJjPOqJiqlF_&(rUUNy6@DPBAKeD_>I?$43uHzQ%|x4kl<+
z^>^R`qaqHl%Y1f9ewfmFUf8Z)1~rrBQfk(!9p;qd0KN5akqkUY7U#{U*@FfSRppr5
zAo#uRY6Z7&QST#@ppj*phxwC`QsIH@3SsU^L$|h<5dsX#%nmVzK?C^+>q35u+$#hy
z@|#pjsR%rhiBjOHD>umE<*KsT)acs$i@7xAN(XnRB<&kOt?{ibD22>mMXY{<rB+Nk
zo<@=(+3+fNJ9FD4jM%UA%3jugsFrE`*=DDy$kBTL*l&Z${v7RV3`vJcZKMG1lzbPv
zi~R?N$>y`K0O#mPlrrFlKLGOU-bdw!z83)oJC`?)Ngl~|?~41c$UI-Jc}sh*0+V<q
zRhztB0RUUn@5ArEn0|5Q7h%iEIYg)$_XG)qckho8{WpW6Uw+*1`ob$7rDoS0?mLKE
zRYyy+0~T5cXkUsh3O1$qfE~;`FdqcHN+Xhhc7D*}t}v88u47qh>-tF3H3<}AzvQZ4
zPC2VUyz1_nD6KANWg@avi{k39n$fc9h)a-&qB1S#9=w(~TXmzzNPm0NEmKo)A-}Y=
z=wtACI6XHg45&rTMEzZOSc&8M{)N}G7cWIwiw%}g#;)+VB3#QNE8@up!c;iZgAZha
z+qKrk&!$PKwZXV|rj$Vd0KMApS0OYtCD-g7Uah*SL`t_U4}U#9yViSnKXH?bq}2A0
zS4=wM*UTzZ?N@42rg?NIX^utOfA&O*Thd9U3(wnVYCCla!1>(2!L)xr`|p3eF9ozK
z0o9tf0Ls8**?^U*t%Cfn#xmdYM2TovzHS?f^_w)V>-p18r8I;14OxxtyS)}2mZn}!
zh5dIBLxc>|0$oUf$Xrjn*Ev)pBb{Gv8F<Q2?!^S6^$0~x9hsWQ8qYSAW87>&jFRR+
zxNtZCm&~K!Nq0xqRhKO5;k{gfVoNkLloS{@l9)IVsMhix8eeRASa)5g><#O>)r>k-
zoF&~TU4aX$f;~_pPyJznvqkw({q>kPu=`_hc};xb7CY&4!FtRQZ968)K9c<*cOW&A
z-Bzt95tShL4*9rZh6W26_>_>?sZ8>m4MUTX+J|G|V>zwm_OV8In0=@A^>X)UXI}e&
zrRh(Lw%AV{VGfL#rf8M1L^_p>SpNpi0%<$j5BHoAqPJ49dQ#?J(dQelryro!O4y*o
zgP?H=-j=!hrBPvPY$UF1-RzB14~Je&-K+#AV&d%03gqyQp@DokeaN1fS_*2;a+t=e
zQYPk}3Wmk2RA&;qM4G9?6q=iN##M!46InvrbjauMty7bJHMHY*5N*9#s~4Z`+22*c
zFnd|JL$>N&iX=OPXwfFaq1UGpl+Dt#qR!h&lDjslDaQ!qwhTq52lOoRXmMqvW@$X1
z)j^dm$;ydxN1hhBb|*pkS#Op|Y~rJAYA#+y8f7r}C+ml`vJ&=>z90viQAwl!qLU@c
zF5^QY6LmUUD&foE7sI*7$oNF)t|4gD|6F5qN9>AN?0`#``W=%Lz7fg_tD<j@2>oHE
z88sK+_axEQi%T6^I5YccM!QidZOjP!;HYSEF2h1Ks>n+szOAIN7cGdnh}KWYZq<|G
zD%K0BL_Gqv3ljEn{5sw2a1hSC7UDoF&+6r-i?|`YS}pa191WiYaRN+NF`_PUF5WP`
zZ$><zJi@~fidOA0>prD6IwLC8vD2~Npn4>Vc5K`h(^gJw61O3dh+$Sej@|nK0LsfO
ze_SNVptt-5g$FC6Pty4QUhL++lYh|U%Lgc&L=aG4RONFvQ5bXHqIhL$c=O7FO3Zaz
z=eY(~syE-j7y=KTkEg?ei%M*~6Q6rOCc^?niX>wL_FLMseJCdo+^OFNk&~OekrU9u
z8N3g~^1M~Ey@1f<?LPDFF%c&Lyi}Eae5(C8Nx^s9Y`FLBv{z(ubp$I<vcL~ORoa@E
z+*jAS+C%*Dtob^X{Lm5KX7M-srEL$|15e`-s;DmdAAm{iUFI9lWImaGANT>Vf4%$i
zVA@yC=~&gE;A2|<(%O5+)F;KqOWqYDhaVOwegM{T4@1M>-uPQpQZ=S$kJAjC&tz}<
zdhhCdZ)%>pEMf2i;3Pj`>-q7x{F8QycjVyG9?#Z6^{YQ^6xntyg~#$ySh2we`P{+D
z=ZhyA@~d_7ggu=F)6Y(B@5sN)6|H#FW#hPUjMUU<q(_4i?vHbyX`)X|+mr40*37Gu
z*S;>JKSS&LU5`nlqy6J0o9+w!X<ei*E?W85gXr!9?*|9*?~nQmCk-^b?&J%_hqHQ8
z(NZRATCPSWRyIDDyK+-0M+upx9TKpSl^!u}4J7AOS`%Lx)5*ZmC3I|bH(3cEv^$5T
z>8TYy2T1=7R?qfS))aVsOHi9KGniMu<irYca3`+#CV))z`H6n?uc1t?(M3yJ;OKUS
zPS-L4r#kpB5H-bn7rHpvk5lbP^9lb*{i04x<jvfgSU&w|{>)0{AX#W*LH3~@HC0n(
zv$a^u9@chJ{i7U#1WVU@-JE5uQ}9WcF<~|NaEiNE){aoV*Pz9AYMDC7v+a12r-|%A
zh|Ze9&Z68M?dPbi(8nzM?cqAPpTarG3PF6k0*8)i*I3Q&YFC<$XYYNG1N>g1bzpJN
zy!FrPkmW!$%Q-knd0qQ<&#l2M&7rm&yz$!*2i;-J_bTlW+K-pjhBmsBQ?%0jWFoG=
zzLq;tyxQmS&?%r%ZqC~-YWD2jnLg3CPZxOpy+#0JILws=O(xJ8iixQ}^_TabB`a24
zE`vry&5T#o2wG}2zD>m(OkRp8RabO@IO-j!I(~sZ75F5yr}~6lM2=aZLgjr7a><)~
z8+EDL!VTnm&?QVApE`0hS?0RrWK&tkZ7)E|K5CaGIlfNdxPB6&ZtO@Od5+1Wf4a1O
z2MnEf%)gs|0Wi{Vi2PqK>JwaYw2w}ZWZcHBDgs-r0Dyt{f2@<lwm2)AS@OstB>as^
zmG-NlUeQEj{pV#^i};QXDDesDM;ADh#Ydvwc_&N8s=Evu$~QojYif<*)Co}RH$LLk
zPi3F;z>a}}QG$7)7;FnEKS^kceKzmXr_+(z>0Vc)=qaKY?|$rmRW$>$<jN51cLMeK
z#JyKmRw4n20wFe5GT-*^Jsj45yN>G+6;o}uUM55e_}e1z>@&9zwX~K4tCk8~LyACh
z{R5yP5#5_lWQ5L(jV;iw$+A+a+EejHU^#I%3XEyA>@$K8OctsaUt&EFY!-Ds4d$jC
z_?klzm19x0pYU!r00I`!@k82(QYVIV8{d1R7_mZ#E#q<BUca@@4CeMerQ#9%y+Nsm
zEqN0}(XyK|90Xi(Qf%J3^fYV@ZQPJempjw00Ghj>*ZZmD+K9S)7-yeH=CjCHA0rTn
z5b~cbC(+Kz(f^R|{?88lecyjM&E^*e0iG;1Ns2_?6xQtm@_O^_Smk%uy0IRJ!!=S)
z|H!hU9c6Ol%%XrUGXh@PUUlkM;*d`Jr8N~yQfO|azVnkw;e>kC<rAV{0@Ze(=b0kT
z8$SJ-Y%4NDH@0cNmKVx{D}NwJ_B9$BMsj1+5ubcIN`jZ5iFR+VeF%Ed7HA@t;%lf(
z&&c-%mZnI#T^2QA!0&@cE2QydL<R=Iq491!zu=cDGcqJ<U9s?1g6T+A0k@?DK@b-)
zkry1cg*qqfstM!=QYu3Pc}01`&t0n_8(8%0O53S#terBQ0RY~llWrhEEasKemxt2d
znv^WcmmDRz=xXr5+-Qsa_T%0Qi$}9v)p7g=C3@(-F|%N()03}UHE3`?j%Xdz5ycw?
zRoG<69&>~;EPkCA>TwttTw1vH10Ze8ms`u&KKS+8rj>?|l{C-lDXrIQHk}i3-j$%t
z5=;|Xp(y24)+7Je%_1Ueth=iGwb=j;VK8-GhhJ<Hqu6-6*oTRsG0Ru+o18jUO7T9K
z8jP=pFtx0GiqWB4ydfbyxSQ=tkmx85Y1oD(2AmHEoL+hk0I-W_8?hgD$WyTik}_Gw
zgeh&8lkwXgt<UzS10R%5gpzj)&#BKDDL3H3ebQP?jvO3=%F4gzJ(9zdo%lA;H~&gW
z>;|yfZlOH>C!fZz$N!%s%Si6yzoSsof2pWt#*Ycu8YesZRNbMB3lO@Uv>k8wW-wo#
zxg&7Hg@dg*3AX$B&e&y@x1-jo#h9W*>I673K2<HjKjR^QH{$m$e)7)==;S}Aix&TP
z=%P>7{4Z_(_SwO)mUYPd*EU}4$y`P7y?=QuiPrPKk?4Qs+b04qwCn{eAfzu!R#e``
z<hM}F?GMC9My_Jz$z}0{*A=RZC|)cH>L8|(;TMg`%V<(u!52{EN+@wkK9THzappT`
z8#)~B#)#wtuTOSe`4an`n^h=<qE#K5QUB=Ht2PSzFVSpg!C;TGijF5U%=B=(OeZqT
zekSu;fIuL4<Yq+HEzPjIRI<&L7a4o$;m+aMwCL>zpIcDcLUBnV4z@rbkJAMXVTD_<
z7DyzLpfZ1&`?ZYaT~wGxaXg2KH22E*V>8zH!o$pJorsM-Ha%*HS6-Ep7N3^<eQbQ8
zfUB~NY#;Yt-Zp1}W1q8J>key4=+_#-!Lm7nc|zQ@7yf<`l)Dc%z)w}+xldtcZv89}
zq8}*CLGtB3=56UPx+y@{_@;FF?sLGo0n$@Zwoa{3*^T!i$)5ch9-5CU298HH<-Vm|
zL)-+&>8<_c<NJ&6{lGAo=-=MKC)pWo|ISoS>U!t4YVuSnZ+!$XCBOg6+W+Z}fAt0M
zPY(wC7w3t8uZ&)_$x}V;<GUXKbl_0t>>aD`;?%qoF!fKI8#JHxTVgMYcS_xD&Xd$E
zgiT6{w64bHKbpb{9b@S;sN=MJSFPD_!s31HdGqFQPfXLHN#RRFw6q<nzhdz*L)N00
zW|levL`+hKzYYwH5AWiBCKKu@u($-b7p86YvD(oDD9KEA)HEDpRY;7|YnE#~TiDxQ
znVxF1dZE7?c|N{$RI;V<{#TjPSKTqEjGJ9V36_%;Bbf$|!DwH_Twz1yxOoXIhar{`
zgY@eIfpV`_`NT;DXrX3{J5BM+&#dOsG8ax=+H?`xr9A*&-6Kn?jH^iNQ>%RsI#~pH
zn(>b|To!+N+g?69()&3wRqAN)Ahq1j%kY5vAzP~5yvd9=nEfX$_226||6i=djKl7R
zp4EQ$>v49<ynyZmZ-vG-9-62<O&QgOdE`Nc6N`+EcBaIF&0tgkPz_V#=E4M=?a_EW
z`Jyva3+up7rCUI+3enVZ_svXmNe`&a^jWe{>BS$qT^cv(#o@Bh>&j!j0Ri!8T}TOO
zYm})DtRyfXOve016&!G8eyZZ{&;CFC|K+{OB6)uPKsNtxCR+PXrzLIppPdn%Y{4n!
zmVK&$h8^Hz4pVye-;~mobz8$x__esx5S{N_cu+Kst6?CMeSz`NlEu@-LLeu%Ob+#Y
z#Xa+D=m1He7UHx?v|DFNz;JrSEClSU(!bv_03GykIB^!(Y3w;F<C>qC+|0L;Y$$%P
zYuPg7rx6)P#-Tc__Y@oQ1CXr_&b0`32q9%i(VuM7U)%rRO!@!%d?)t&hYbGz%(Hx=
z<e!+QE}j7EC=ySsD2Wx9){xw@l7)YA*w0NJ2*bIHRi6kjG4O{$PEqga6`+$Fmd^Wo
zLi$x3c63LLKrn~cI8d#lV@n8{g;26iUbeH{4B@}}-9C=HLzJ76A^HPTTK+)FKvpA)
ztDzGD)K(Pc#D**NEBUV^y%fClRJq{u5s@oD^+C&eCc#mY^J@SI`x(`-xmH@|sO96v
z6tI`TC8hCXM%$sgVXv&KZf_?zWJL=72%2Xf=%-WfIrx+?eEC2Nh{WNIxwB|K{v`SO
z_m=<52HdHE$*Y<aotZ5af_z^BDI}fS3}|8D34H7`xEl&r2;pK=F=v*No>J;sDwr~)
zr05}OgS8dDp}81s_M4fxsf{FKUt)A=wC-i~CKs{A*eibKTLbe$9oN>DOnR4B0|DD*
zo^cS7nX$-(RN2}Mzo0&1Ktjlzx^da}PagA!+9JjhMY;C{_*wkEY>^dNTWN<%Hu4<F
z@^J@(Hg1N>zRn9Sg}G?5U<BVXs#du4S^oe$asDXnBz438y7NIU-Ph*jZ70@eLg7!=
zvwM#}I(=-Dt$!D#dib&&up}Z+C9}FMYkJA6)&M&El6RNtK=Z~LnaQQB3F$=<?+WQB
zR9Q-2XS=3#2LFevxo=pum7AtJ@eG~CKp|1J!c-t^r0Av{1?KG5?z)v^vY26_t1o!b
z*^R3%!Z<(beP8ARBw!Dx(g$M8ln-ekthAey;TO3->hpFEGqgQpqoLX5#Bo-MmlNe}
zw|4wlvn=~kB+HV`%)=ia%`p&=+-7%udjMyCdKdm;`M+vHPr3(u?&ZT2)2_as+GtMQ
zsP=q9*o`+~$+&raCv8&a6Qxd@8~|{UpHz-2)z^7^SEQ{|F7W<R0>jZ}j&5Wtki{nz
zT<#(Yr4}f4DjAfD!{k&&M%pime@`>2w$bMjtY{xRbh;&oJKI+((Pp9mBr<GJ1G%Gs
zn&&M*7OEMkFN7>_o}!f@g!MWYi6xa=aHI8;&*#UK%AhfM)J9xPEKYOOVyPFP36Ig(
zo{oT!kb`9#iP_-%a*D~^0sajh-El<eXT8;fP$2!;3{ISr0CogLa|vrv!vqU=DeHF$
zKwheI1Dw7`it~8&ZP!&!J=$|ney+ND+ejc~{ssvKqqA20Romj|>OG2bLCkIcJJ~HF
z(rwGAc5Klm6z@DIQI%gHxu6S1Q8t5@NFi=&V7;QKyoO>A1_GnOrT1j93xiXuZV=x;
zlR$bs2mHnIe{7#p$cJ6&>S549%TgX{&0*xpxAj;}zk-8h?vFAQ&GDcL`9m*9rcurN
z9UNSNpc%7FyJisD3($+7t%kx4-JSy^Z~fUF!L3aj33$$5_2*SP>$SRFS56{qa`1WX
zKIZMD?IWtqy9WT=$|F%Lvd|uFbkuw=I5s@1Pakw7W1l1hdYA{+Ks!~NWGfORyrYmh
zOc;>&mlob4kF&n+NLAP2S8`NU`QPj=W>G#M24y$WeC|rKtB+)xBL!{<jb&&OH61)*
zlbZZYnO+jRD2RC{hOuSau`KbW`t#mQGX$9HjVpHw3nz{b;zH~R2&nYsF5#asluH2-
zv-IBxB;?q(VZ^>Pl`h3}@<mtVW;!`3y2Uh-!?7B;hMUnS5gd@ZfCvtp(H1bbiDIp<
zSw|p%2)*S{C|{Jt_^J}2pKis4O2m)lQ9UV{xipTvnWkNR0v>~pOkns;lO`xAX|NQ=
z#+}73#a44GD?QcThbh`Gx<)*dT(q#2+l`dJqtejeHPG-ZvmRd!f4vc!Yd3JideqsN
zKbVQ5OAHAS;lr@;lVtL)`?;Z2NOG|ss(ngHVtu5JNr$v(u5{rx6}@PF(ULej{@b|B
zfZo|g9!cke5+(EK+fAwiojh&j`Tf=J!*#C4hmV<57)X<RH)@1El<CLR);*b!?3IO5
zuWsi1aC(*!!xRfh-Y~2|!*32);CIGhic4&KNxU0tm^hT;YEDW6niF>dU)DUlAvU{P
zcZ|<FzJp36@W&bFs$~r=zD8f+7Q?6o^F>#+x5zmXC^#Si-?M;ZTo=@>)vbXvSk6dy
zWu*q<e8=l+mQ&5072m(s=A-39sD7DD5$9ZR5|;0NZTSy7&$wv_O`Fe8c<q@Eir#1<
z`(;w9ovPtxeEfRTPTu48Qeyb*nO`P}abYUzQu)Y!`Hgp1w>4Eae*0y<gaICd{SYf2
z<Kfd64|1~h-v2T`-~r;<B*GLqO!K<$cOB@_L+4-Sz;oulN3kbvg!Hd_g1$$&c&FVn
zJjwp>leg}G_chjErs&P{Tk-$y1(L6|C&>?sxf9pg^t!PgNBWPMt2{qJ3tYp3kVgra
zH*xBbN?|vN2!0d1NZjKL&OjNvC*-BwXGr8@qyc&*?gxOel(M+`2cUj*`26mNHqC4j
zBG0jSh4v9ed3)!rP2&h7M8?>_UUpHKzAjz>?k&kJ%<a9H?bx>yX{Rm%I3M?qG4ekf
z_kXhOpRr&5N%4Q!M4>IEgq>SfE>f`6>L|lNCY$Q6zzJ68@rn^;ea75n<MuUDVC3x)
zY*trL$H-%@c}}r7xIIt4zAr;|=H8`{kb9arQ{80+x5eU^9XcvurMyHg>dwr_NRnIW
z;M2CWa<=Z>=mk256_h{3b_j`fNJa77ti*5r0K6oWGH$GnJ*jMIaTp3|fDEMaeFa=v
ze*O;){JDDa1=~0Oz+u(BEIfuOU@Pe9m0`6)2k?{*^+3(eWKTsR80kKpHO}fQR-jp^
zqCBR%!}aPDHLl5si~0xP;jUw@J1916Mf7Q*di38MtiMjiu@hHB-$kO3!%CxL^pjMB
zDv5?G%8%X%>x4^y*^hgNKjk^B1(&^!VGY=Fd-}CkE$bV8QfH&DW|y^R536Z`sLdUt
z8%mjE9&>+{s+VAN4<N(+@K^PJZk?6B$kS<IJUqIg*=paqq~iUZQzVnt%{vhXvhUm3
z$GC?0_wyO)U3Bh@cBJJf8q}X;4|=(n#--fPFTZ&o=Mc0LG1mPXL#DCyxbC6QP&Ql_
zYXI%d5Iz@WkON~@;Ec{%gf8OKzzOl|SuAtvF49i`tTBJylz+KZFRuC0ss-aFYwpvl
zi%V^{zux7d?kEfwb~rCtdG$js*8nfo?Tm9I<&99UGY%I~N6Xq}oDctHtt20J=*HOj
z{{GC)O40Aa)>Yo`o5y)e7OsEEL5fL3+%<B79V4II7LNXe4@57@<+!4Szi?;EWo>24
zIk(9Sb#3!m&rFuv2vbA8@K`}~f>akc6;P^QfpR0ImJPvj96dZBv@!~ak4tdk%qHOq
zf=F{;Qp#Ioq)(GMjnvc=`nl+%x9(4PE*qqHjs#e0kHzp^oRWMM)p&m>OICAlF2jDN
zto&+2Yv=eSb0V@N&?&Ixcg)K_T$q;;rW~Q8l_8+m(wCh_<ltD~5R5d{E%T}$MA;+>
zwuHp72#eCWOofGdofRw1u2r~r>D<<~lSoBh{|)lGL1Mv57k!*Ll79E<VUuYnRa1w+
z+U?ztTBch)te(QwN9wL^lXkg59)o{g=Ca0^Jk6AYQ&lS8roM4#yupO&I-{3}H1nO}
zirOimBkPiTvcK2TI<)jGx6{yB?2)Ox_gl-oo)z1=cci?+XYCuAoq(;*tPS7-4+1}v
zCTck{>g(Bfyb(96^ty!NF!=lI?WSOnGyP)W4duxx|7KeZq9@Z{ZF9r98{Tm6HFbn?
zvF&DanEFxy!Sa2IA24NO7@&wx#szi=4BHbB93N0c_Js_nX{>1?UfSK{Kp@z->qG#~
z{VUJOS&o}Vdj1QFO+)JWD$S-Chy$Dk!Y^`KcG&7xxZj2w2<w&7fBOrrUSo*6KY;tm
z9-?Eru}#~kd9U584zaalznP<Hi4uW$ygSb%92O<Wybk7=dBN~%iC}|{v_g~~n!IEg
z`AzfD-BCz18XEZ&50T@ChwJgFHj<L7XUvIAGvek{M(+VM|IjD?-Bor;cwds+gBT_i
z)~2z7HyB+$!QvN)G{%NnmW~4&JF)13aY(dLlX-4Q(KCaT679-#u~}fJjjOE$T$1&3
z0&Ym(_#&o(l+WkO*%-oC-NpCmFwFCyUa+XM_?`B|1qG(J%?TMi1+849pTJKv;O`ep
zVc;oCDGS<%H~dVHB#vd)0jYjGSB5o|kDrt=U}5>51S9c!|IeFG#*_>D4V2SfsK+JF
zM907q#kG4`xwMZ44e$7#$u2D4A<2G*wQSSrz2h@P*Mm}WyfMtoJF2kD(k+KpwWEv~
z4%X%+LZY$OL_ysEu4|xh*#e~H93tQ|8n-Cv)I8!?>L5&^$Q)2tgJT!gzy@d3KlP_&
zxCx;0+bKbb51wmdg=*i)gmWq<Fe0!wTNRcj{0zQdrSWL)us}v}KtjTptxf3jVjP+i
z*viZ%R>g1)v3=s~1{_(b%ATJ5Ev0kU1_nk`ac^Hj!g^S_rmgPZP89m$a!F63n>TL6
zDVMH)!&E!lHBKip(Vp9bA&Ntgs{^Tu&<BzS*6*CI(ra{{@yVf5*V(SN&yEyzQ4K?^
z<fiA}9lza};MihY$*}-8Tuf6)JD*FL7%FB?Gt;6V(Y_*~B{p+80St5E;Mi%gBqHBV
zvO63;2R#4hclzJhdukuvGe$QX47raL<%7sx2&nAnFj%e?aM_CEt#I|@dKH6DaM6us
z!bgOJtI(dqvka?;qer8Zy;ACgCL{^SpQB>+w#}ylx`3fZf+qjqxSm4(Igz+3zj2OU
zSau=tvw8adfMtF-QGpMnEdAEqjJ-X#)hh$42me@50V@zSVCED=G>~#5Qe~2ONs*nF
zEr=(PDY_UJ7{18Ba<!L1qbf!#y|hNRpxaPVD1C#$r<{(Y?4*JxiMiZ=@i98vCmDrf
zk5~{U4fmdZ<AVR9$Weull&{DVP3f&ren>D(NX|j%M*1n3R<pRiw5!ftVdxUw8DT_O
zbX*|z5y(UDv?7sPJ^3J|yAkb~nE-S;>T@6_$)yL;!_3RJ?M;uVjcoF830vP#rsxfO
z!BHGg#<j6Zg1+h;#awPBxZ=wz{#V9Z8#zr%s{)%D78V}IJ&`?t%_wxii<(eDSKSqR
zL>jsg)yP%Gi#0e`N`2!r=Nl9|V}J3E^V*=7M|Q&O*|n_OsOQg0h7YA((6w?fjg8+<
zm{pdmcP=xKIFPOERt*-~z^QknPT1laH94ndx=mMBC-aZ?!NN^szs&QCai#BN441#B
zR1;0p__&|FKVeP^?ZlG>%X*iTI~Q!uaduy0{be%enDhfStbVod%n8%6eeB`&TieH7
zlVio*(NQuFoqm~i3GNza8dGaW$E)@BzhSLHsD7E0{r|5nlG@#$dsJ*<CaZ&xsrSgj
zBZfWIS0hi#d%oEsdOk6MVIvz0-w?X~#CF$f+F-DkA;o<vX4y|5j7GmvKXa>W0KUm&
z3=3$^-@)Xf$3&2i;IV`J!K_0)#1bu^2@5{>(?kS2ha6AyC+e4y2ED7&hdjJ*ckg`9
zKoy20XN%s9(Zk>T0mx#Tk46QJ#+||7_!_UCv1frf69nTlGy2V;UwSw`yd=+leO=_I
zav6pz6BZqJnqBY(OZt_+#k%#kS#DFLNiI#@E^c{~Ps3nWdtHFfD+XwVPfUH0#Yq#=
z(W!2!QIWOPF89a+@RT0Dwi1ax7CdO`<EQR@zf_jr^%P_}WTax(N+PIF95b2Us!vdE
zA8Gp-H;<9q&SB50cS`|IWhbV16Bt*Ubq-*PEvy)a@p8Losa6xE6i)ElHyX5p##c8M
zR`o$j$&31~JZ_IR7Ebx?r1@TC9<Xd~j$|Z`p&*>>L8A%~i7i^`s!J$Xcfybik$6L7
zI+TqkgX=0wL!{S>Cosp?WAX1yhM#XRzqu^C`?&TP*17T9C|T-ZISDYthur(XYEUEH
zZFlck=!uQ*S6+5|j<5d!M3<0oS|*#Wt1XwQt8Z>jJ0Fth*KSQ;V~ucKulD=__!j#(
zgsNcbv25k38F7p2?rYQDN4TWfGbhe9=-#<dep3c?vPx%#g?FnYTzH$|yE{_Fu5Wif
zlLbtktg=OBcajtU-B%ZHBGX$JPo4P7_P<}Mncp0bxXy91PU(|PHF!Ja?r^5T?qr=O
znwr0x^#5P}|LISk3p92{M&jVgylt&+lpLoEXFW+}^7tieW%hnr1pi(0>8Na@P^nC=
z%%Y_nE|srQIhl7tZ|!7xRtet92qW;cu{OFxGt{ALnM`x(pDT)&GO)t-R$sZe&GS`$
z09+=fgPWhV5x9t7HMKr*K|k@BSlUTNMc3Mvnmhgg6v86|CyADZWsY7sr9ggB$|x<r
zNwG6ftmUfpn3}(%6e!d@p+=|>UXNY#r@ej0SfDbAgNvR@fQKsR<xcDeKJ}RHjBjf|
zvJ6JCmkhekNGjtMuMIJ=h6-Zim~3n`XRsoenndLNQCaT!ZR)Tqd4SXR{^WH^_G9$_
E0q%g+djJ3c

literal 0
HcmV?d00001

diff --git a/Bilder/fig_wien.jpg b/Bilder/fig_wien.jpg
index 694c22918fbe1a15925cc7e7cf3c5ef266269f0c..5349fa0b46f133539c144ebc36b2575174069309 100644
GIT binary patch
literal 19817
zcmd431z20{wji7ur9eyZ;ua_tD8VW66$wqS608LKiYK@it>6wJxD_X8@!)NN;vS%Q
zai_&8lrrf#GjqOs=bX87pSkn=|H_k{CGTFZt-bf!YrSu-zFd6;+=oG+5Wux-0KhfE
z2XM7??F&><(exQy69QFJ{=1+XK!BT%004UjHy5~y0^4%~1l#See?Q~5?1j0j)9>GZ
z0R+7#6Th_s0ArwkQRaWgzGGqOYECHdo$v*^5Gp4$mYRT5TmK#B`Hh?X9hdoyd%8Kf
z5z0LKjl1Z;6$!Wn0q3#)3vTuo+}z3Kclk&{85w&!_uqB>hTknFvvknaCj1f;zDxjD
z034tKQ25<{0!;wN8~{M_7y!5t`wyO33II?a1OPmk{s#~E4geqz1OV!W{=xglm^i&~
zdGR-OHwnk<R#pJOK_LKe*8l*Z8U_GJ4F4u09R5Yy*a#vfLc1IZA8UXez!Ja)fC3x<
z<^Vwg1_nF=2m{2gW&nzS8`pos@8b;u+$6gB8;FUBZV}xfCLy^)eCG}c895mV={?dr
zckWW$y+?lkKE-_!GD<4S`&0z{{%<AMexG^cCNbf}`=obB3EclATzvpg5MN`vu5sfU
z2jDuzwHp-It~vnBgyFscxPIf>|L80LKy;h<=B;bjZ`>h>4ekQ~w{8%cPDFB#==SYf
zgi-{_&09pbDJY4l*r|nS=pJx@pU`UQKY!tzkT^Pahn`a$YUBPUG^x7g^NNUsq=H8r
zP*hAYyK007uI=jPnWN+qP+Lb(%|NjJe^W1E4sH<!=Xa|lDF{MBMYnDd-6Xp4x26#&
ziks}hw<w=Dzo7zaz4%Tf5|>^1kwetXg_;wdGqSIsxOg=UAS3kTI>ikNfIQ$*8*o3p
zbP(wsMk6VmZP8Imog<~%xY!r>V0l+BFYvQ_E#;~GmX&2ei`ekZFGLcb>9u3jGF%rX
z`bna11h2{CWMlfBx0o%)xCRv+T^UEMl{Pl%Od8{&nCT=J>jkZL=v?oHH`OO=rRUT-
zDeo3?PE4t+xw=nYG@`D%UFUMM?AJ2y^}f3qUnYGs`De7N7z}Sy;+Sd6?a9>{m-J}H
z)v7hI6ImWCyPaZ6J418sUgEM+q8D#ig4We67%cs4rt?W_Bi=H<G;xvs2$bjjIsp*#
zvZL!)N7Abc>H3z4x&)AW+nvfUl$g@tTq(u|3#A;<l)ViL%X!IXE^C6N2CfHOw>hWB
zRjra|%3-BSrClDRz$sL#MPTU+B(p`cu=FPGmddAZ_o?N8!XOd$v2`tye70G>48b%l
zrF{70fPr}5G|Niq42))-QtcQY8rmI%`-hqQmtkNC8IC70-!>v5b5$(?&MQ&cP(4PC
z*JSe86vi)#Bf(nyNS0uTN_mEAv$f2kW<|-{=chrnZ=HULeBO%D#6FWcHlX3hL`{MC
zM9L%+4HaDyVYB(zQ~m7H1l+Okxv;}h9}zyqeK32b47|H9tIPj7!>emVS|L@H4<5UO
z!Nk=C<_)7^-k$El`t=`@NO%ecavH)O#Azh=^>Z^7*PMO{Oi~*d{5%tr`hw?JURp{#
zhjTbG;vKPZwfVGu2#e<cYNLL0JY+L@bl!n?Ffyd4)i=zy6PO55vQm$;UC2)Hq>qjX
z;lDv=@mS>XtU=;bwyy2iw}|j8H)sjO-tlt~vr=+t>V#n`61Qn@!vW@)bavkoW2U2@
z5<gy){*|YN8Su_m4N*=IhG#m>g-}n}i6apMw`%5`PAME@=bbZy3ZC^nfE_frD9<2p
zl8@e*(!lbfjrmq`=jCn}Xa*xZ+$O#@aPgs+rD+dWS`*Mu(P$7ck$;!41L8#f>#weN
zBOuk_HxH+jHZa?bwj)?El6Z2dsfN!p<P7PGD0lmJ!xpH?CUr>Y=en{P$kM^r822X~
zCu7I`zRUHu3T@Pi)OIg`agZXY>U;X=gv9dN;-r4KS`8=1rrokXRVkn2UD{XVDTpA|
zM$VaiL&H7=y-~xg77frwIdF8FI{{avFpM;KIDtsH(<<-*mqwbP`*LkWSx()#qe(l1
z+am1H3d@xP-Grw*uT!E$M)(ZkP~H@%Klxu(o?a)@pb%ajUVPuX^2AS*w{A4vS($f<
zQ!B}9bF66OIz`0yR*7~Bl-p0_A0AO86(H?ACBDeQ<?K~nm{!%;Ac$hrs+K-GN5Nfg
zFOd7|e_+&-35XVO$gSxNGoSlQRfw|5L@3mk*=J~4@Q|iCz23>ls-UvA084Q^B8I?X
zL%Y6b-&!wiWy!i<vU_jp>jk)9tZL!$7?Wim|7zs??qL&j+0a+wRz;`lSbCwM7j*lT
zMv2-jxm8YX-620$Zh7j2UrPxTWL)x8A?vK`tnz>A%6gs+w@UodlWkkA(OIbR)i653
z$(;NueV_C_#q!6_LPlKVX|2^2fY))Cj*Y~x5u%pIa?YaWul4Y<Q;&lc)+#|dDAX@i
zSvB|3fdSDYo|@Y=sjQ2H6fV<!s$tE1d*=O9;iX^E@K}@cw86&Eu_ag6q=29{{b66z
zgToy^hej#2U)l*j1=7wPYCbsg>Uvwckm^dyoNz0@tW_*6#l)XUd$QIUuSl8ax68OY
zr!0CV<!A7f2slVIVWwXLfWLi-{}`@)?MFlM=_%;6MOc*GI}G(^)9=3OXcokZ4^XPN
zNXwk}+YCN+xxsG<)n1uVvNai%RYN0EC{8_J@7nuzg;s>Gq?z^gCI<Oe5@TGDM~y26
z@aMqHaIu={0p##GOa5@z4d!|G;u6oizTWNkR!Z+?sW>1WbD8xdH)&&osC22EA?j+7
zVhKtFFm%-Wez(Ug;ull-qC7KBh|Y+bS}$A6F5-e!%{zmGu_{G;nNNuet+QqFBn5{l
zQ+F3*Q0oD*ySH#n*RM7q^b&)7!Y#BNs<bxxFyq*O)n@;K!~+9Z?S}V;9~sd_y{idh
zGaW^VD##$A7SAO}rZiSEVv!!kV>fFEig#c+y>ru6G_e56DJ!}q=Pt7uXcOIORh_)^
z@}36f=s{6}QwLJB2RW!+`VO<`;CzoF8wyhAJ5&ojCtFV6|HV^-`@EQ%i<-g1xH>uf
ztT?6$Ar8`+g|+IgR!8DWki-cexRtR)QN)B|_J^0R7$)CK+!xyp@68=AoD{qmX@Fa`
zD-Iqc`z;}B%9N}y*-H6&Xv-WtO0cl#ZoJ0=t!{wI<KXjVp2St2#Kb{&#5=s?O75Pf
z@Hm%rW=J-Q!xLgv2Yiv%#AlXPHQhM<PHTNIiu>ltx`I*Y4(}&>+ZW#SC^SAy$(z-S
zEG*jL3!QseyKI(9yQo?a#_)3|qHwU$R-+?d>s`D(cqIs!=97Lf5eTfSvW227YT`0m
z+!H%LLYr`%*|U{)2zM=7GF}=!cT7^eni>4vz$DyLnfEd{YWqu+THgTYx4R=@dyP@2
z5xb1j<^5LH`WsFt7sJQ|t~}{OVrQkdT17oTlq_-okfuS{^YSy-UqfFee{w-DM=H&J
zTWq%E>!t9iuCs&H60_~m9$fj1mAkmWmK5GFaYd;+v)@{3=h2q2U3Z3FT4aqDZR06Z
zbvQ}>nDXKf*LZ1wpV*hgTId(PKVwouVA4l$(QRCWHb~Y&k=yxNloN>cwe9sLo8hvv
z;>afBEoK;}dX7>Ud2iIv1(tT5ddsWWDRRg;4_}VO2Pi&snKx>btZv??k?ND<iZj<n
zimVkYOKT@Ut;IrgYwN?Gfak~SRK^of@!)S;0*ZslPm8Hjp=<n1h5Fsm@r+Ys8uoug
zS-lmf=pSE@<<m@7S*J+yBC(~t0yvnkwYBSI?EpzAyE`Noc8%xjsY}2yd=<}fjl`0Q
z$rTk=PU<Y4u1IR6Foe!<4?i95bC^#>{V6)3+9wsk>dYBwC)!}uS6L<c<2~inm?aH@
zBln5+mR8%e6d#vBXlR2h)fo1e?t7R107Tss=%lZgTx}FqD6Lp5A|eKIql8EHU!12z
zk!O^}SUoRjvp=hT6YFEEUif8Yt1uurE4N5*ynDLbfHtjm+B@}W%byQFJi1l==?W0A
zC#`b@sEzs)-Xyxlvb$?3hg!0Cib=<Kn9bXaIX{F?suNB3MC5Za8S_=>0Y{Oow^FtF
zC=3l_l&oW0zOnOg!ZCqcIl#Eg{NdY_Q7OWAyWHB$4X5;mijCqhHEk+EM&Uo#qF7RR
z0|jQGg_FhJ-kk<f)p}}8uKq^3vkCkxanY52PpD6sT$qB3Nx42bXv$8h#&;{)%(pDK
z2nHIfDvI=<tV$OKmNKd6_9XkzS=gDXmW*g4P3v?*Hjb06&WC5ARU9~|cAv8baL&G7
zRIk96%f{?O-Z_)&t1ad$z>g!qxRWaj2X=OUC)GixdUX~)rIdUW%pYfzdI)<WnRNe?
zo&zs;02gIwjc8`er^*7$^iH*<%?IE;mw^;p-Cg9QENIJKT$_e?17&C@-nS>kZjbZP
zv&vPq!5<Ar;H=YgBTGqd?D(6L=FHXb3YWMcY3;4V)N!FoRjEg~;KR@Rw3pj!0vPXO
z&M~~gT4So;w<<<E5e8_NSHH5Zsv{*7G98^aLRljhl6^dU?sm<ur`yB#@vnP=@%mG)
zc&y`u*~gu|EHI-Wdp*+{rI%&S>=S!2${6FPk)i!w4K8vr)l7aRpMKWcs78=~5-P~o
zG2^YJ@{$<RlFXT&I0QP%OE|~b7Ilj4$aX0DS|W7la4lsmhW;N)pk|F8_Vj`(ktvmE
zT*pU|UM&y|R-fugJ3xFSLUlebo<D2kw%q8iV&wD5xIP@%x2sDmfVR|Bep1(jNQSz^
zw#jx<a7hEl*EX|lX!pzpG24zIq+?QMh~0X(f&ir?cp=mbZmqo{-K%zjwUaa)!`fIR
z#Qg+H;kG&PZ01|HOr;mZ1xPMEu5S%ssC2>L9Im|PYDJeUXVfaYl7m1Zl4HvP{oo3~
zrp+r}Tiq3vWe?98-PqA)(?JALR3U>`p5~zrMyK6i>L@5Lf=+wOti4CvxWRu_<9?C8
zC7+l^YPh9_dF-mV2KZnq|506!ja)bf0$xTISqpW$mN(|t(KDf}P}aT%sVs3tSDAs-
zviMrW3PVRxs`(U03^B;8R1IKve@s($$Jx`q(_oiRIy(V=9l2d)vRc>=vEhpMs;MtT
zyPm^hLyVj)vEmT#(({y4PvUzrxzBdVt8T;=CDzi?a5Gyoj`EEe1oj%(Z`!0^C>_M2
zfvG1f!DV8@p)RdmrYA27Uxk*lUIA=@M1;5TYr`f<85~`?f)%>(#C)FADEij&9=A){
zVUue4v-{szyoz?p75BL6rlDoFS{qO(ZGn~l#M_h{={>~;<L(3{`mtqR=OT((jWh<%
z5ja`QMIZR*wC_zGAJ>{=Ng1a_oN-HC!G+_X`NNisOcCal_%8m3>N}M?d*mz+`7<jT
zVoWo>#}6H(HFwl)(_tp|BGEZs_>vToXqD3EP`TZnJ;c#Bkt;w!Jas+~l>H7cpDUY!
zHc(0Cb>5;RNRHAl`c$A{HDNtbf7x+U8rln$5<J8=>`FsNHR8Jg*KnW7Nnm>M3ZpPs
zgd!*CX}8z4ufhFw+q8C*f{}JPmgD>>;?dT523WyM?4H8W9{37SUZ<YqH7XPi<~z#g
zC4og@h0`~7tW`(tEw>2LuzT+m`5l^K1of)8Ktwt}_>@pTJ;usUB9GMGa{M|Vy8_6y
z-3i|X*`D}l|AZtRoLm7|<Q{yx0#vgG&$-4Yq^-(_zoH5q&d84OxLn!vmml+&=ieO5
zAH6Y>lp5O$e6(a_k4F#JWaj0ipdc!{HnLrQ0@W{9&jA40zxia>OxFcQ9KJrj)gR<K
zVykNtnsF~Z)XgKsMZ2QMOP~gmzs{&qP_td!_pY~rm4C4N=hGEc%AIm+lzV=R_VpC?
zHxZj+ic(ajQG?z(J#HtMwfvSl_W3+<IqHVG*wFGnTELcLpOp3D(3_KC8MO&T)V<6m
zJK6HEq6uC(s&L#W3vyycOj4=ZUKJR}GlTEbe#H1|qWozCXoF_TV^#0%(FAmS424C4
zmr||(&ZEdKMy^*UWy;^9LqIDz9d#B>b2BWfjpl!FN%4WM6%9VM49r$F+~Oq%XM_P+
z8hOU?HJsEC^*oawbWy~TjdD88pc1L)D_h4;MHxzBlXzF~>NR%G4;zA5mS&d?jYQwY
z;m}qpqs!9+W9n77ymp$4wHA*jT~RQzD7lu0wVG;DZmzLvO>BKWGqkoG@MFDHij<>a
z(O;r%ML)Dz4I8-UqrkG@wSul<B^2s@$naP<S6(`dIu9KhS<9i7*ji1grQzgwiE(~-
zCY^NAc<b}OaExy(%8~Kq(Np(g#4S4#N590j51?n<YbnsNd0EPYt2#0!J1zzXC@l4-
zc<I?C0VJ&&>w0RI4b_gw#}ubeRc?lx<~ehAd)al0;QRER1#rlc7CxD@wBzn%rJdI?
zk`1>vOjTYrl-})eG(s;(j<>r%-Bp??F~C^kF>Et>fzz~T+5CC^SU~3k&!C2q!3h&J
z$B-bia8Pi6m%46ArNk|>GOn|^jDq`1rm<=rFZi5#xc9w28yaeAGZfEsir>w(pC}{s
z4w&MVAnQ3M!T943(@)p1Fmy|w0roMzmL&`f++K^jV*@C%P3QW4>1?PMRjBnI6RHPv
z=yYhgS0N3Y_VsI0&r`EpAxzcNT39+*R!mmS#eR_XJM+6auQWrZ_IwG~5t8{*4q(b%
zZa0vT$V1}v5sj4Q&9p1P7|(=vX-98dY#GV!rjz-!u4$GNqQBk0jJ&!rvp)<9PnO++
zviqQeSVG~EHQR+xIIm3_CLXhl)^8@(wvkuCH}>fR?nIlVuRa>RLkw9>!6LYTh@$?X
z39HA1@EG9QRt<XxZ#^Xp7TN;^<0D&gsYT0go@u4=PJxAieh~>Xi16^zBc(9T<fOaZ
zmFOQLG?2W9+LpxlTId!G{CEdobzw5x>ru!+fA7fkfku|4DJGnW)`1ok3&)GKN1uwM
ze#+z}g5>Als;u7fK6R(95nzwlJj>A|53zIENvY)e!#`=pg5?Cri}GSxc1<^o>dee*
zQ8fuh+|K}zeT=P~P%7D{3HWpRLA3AV8`M3?g$}p*z9%p(H>pYPiqG)*t`-gFz{v3P
zg$vjut-=q0+qq@p7q*sbqstD!(HfpwE{Y>CSnh!3>-ChnGpWV8k%sI!HzrHwFt?tF
zqOs-2TFIAkH}mO>=A&+P>C#Gf_xEFFprTnGZ^<L~6Mo#5uuk*;)iIX!9-N^}nNq<~
zL6+M@jU9kE2Z_$Cf=CR|-I%8!(MkA*xh8;ExiiQ)V>0UNlJsTmbeS}Yt)4b(2FRJ1
zj8a&p6T3%MSgFo-UUWP*IH^66{|0606Cd^E2dpIG;jrDde_xTI!1$^zn@noJcKTQu
zZbqQBJ~oJ*Pri|z8{t0oZj=qc8NEF7WasT?ZI`&R5r)`CD(wr!Ry&$zP2O^oJ%g<!
zc-iNSInhatw-5l21N(O}h7<OIO#U)CzvK7~k}#o5nXyHBkcznZ!@WH!fsObXtR3e!
zy+XVvuDnZq#9?{6?cvhY#K7vG?H*a`W|q1s_aF<*WHO6P5)<uV&O95cVhpPIc-pUk
zioG<sDAcTO<TA<}Sub{W%$&+zeJ?MVCG8IRA!RR2wL3hj7?FfKDeA77^&@_A#?|FH
zFSvM~f?SEPcVpPpMID;FZm@%D^Tf%nr*S$5l~s!<jQUY~lYRvNyc_ygOE6He4IijV
zw(S<)T0pbQpR!v&LxsvXf$BY&i@~R+q3+lZU#9`Hw+f;*kY$LC2OrAP6h%hHWxuW#
zvDbisLMO^(+m)I!&D}<|JhS7swpu~?**{5GZ64)nzYx|8o)Yh{8XdC{g2NFM_i}!i
z27)geG);9zH^Id>P09v&QYU}iXl0V{`KgcGH-ea+O%=u@O7>SQCmJ}eGE0!hR4s~r
z&wRY<yE}6fOL&~d-dKNF<KgM^P$;X?sNAZ_b92mCdb8qX*OxS5=LQT)pR4p|I;Xv{
z2WBin|D8@zt^a5rYO6nxft$hj1^!qyY{O6WT_%I4l*8ryKB=Jir7!QKBa|gjpki;K
zu1#{In>{a|^eSr9-_<xD$ZO0Oh@TsQi7?}WR?^qV12?papJf&H+ohYSqL3Y|WqcsA
zklC9qpREO@)K`5#NiP>)@TDirP}(B`f*U+Kx_Aq6zZr6k=ldFJDx6UY2<v|7`|fXw
z+uYbl&F2RF(Kp^u%ZRuFbRYtJc3R5~JRGE@=Jpc$G{?wFyDqC7igxX|ne+@aQtXqK
zCE7B-0`3J7vMU70`DVggalL2Uw<)0ddgZ0ZMsUaDaG6F@_i(?bU!eJ6OhMA4sj-12
z4o3~OP!2A(BmBlZk1!W$NI8XtN`{Ae*<eO&kv{W)^SB55)EIMdm*D{|=0_P@7!a!9
z&Be>HjURFakfcsjgZdU8{jn50(wZ|~G_LxnY{O3Z&&0mn^wwdxHd_+D(SD|Sac+yI
zRj<}=kYzWMt*T`g{Z1(=G1p~DCHW&n4QW4`9zE-ZbKp;}zssF-s8#3@GA~99D3p}=
z)hikQlUen0?)viI`t<t_*>XYC2TVPZZEC7LMu{ZyEVtdUU>wa4bJ%+Gg`P4(c3Nk~
zzj@106`f{~txT&4SpoJp4=JNKIe|8RioPVM>8<hnCMQr;dj%k_av!laS93IaY$n49
zf9JM2-k1x@cgc(st6FEr@LEhGkWc5bQ)3DO<{E>JKb^S0-;oZ6;2dR;7>l0V_7lxV
z>pDfc81ceX7&lKt%%cN%o}Jr79u{a(M%LY~{klRReG$2ks6OOB%6n{uJjsAnsHV;)
zrm7A;)<6vZsDnB~MT>@g?!urcNG$M~mwxy*T79TJ{}rPF-O-FSyUePI+Ed}LRJ9Mb
z3!Ce*v%oMnuj=W8vF5m1S=wrjr+58t$V^C%SF@Yedx+Kx%ROr<XQV%>H;i%|o<eI)
zYZH43ebWg9j^-HT^Kh<V)hleRlyR%Ek{O-j#SWsSGgW+ID1TjS12m^QikX)iDBeCK
znZoM~H8k{j90~?vm8ypOH1cSNN!E4;Y7EWU<Ri>yB<`9msTXqZz6f^}#-~tBc?qQ5
zO{?JC+d@Pj`IV6KReLnwu1`4}^*`Xwa$3On#5ERM^sSAfc0Vh+gGLvIm*WL_dO&eh
zRxm|x1~(|Z`!zxW?(g6>nZVs<T)U;?gV^z&DpCD&CQRRo5u9{)NIP(>!@jg{T8rMD
zxf}2?xt_wA=#*wEIEgjFyN`y?j`YQJf?Da8bds*Uot%AL-9T9s6_N`WRmG{dtBZ}h
zyMhKoDKZO`@t2h=gt~6gB;mC88@!}m{(xE=3Z*a?{UWImV!f>$|Gs8k?LaqYydvHE
z_<jYOX_t0*#f1F9vMzwEWQFu>%USol>z9$tn^(*ld~MIK0DVz90B}XD&@#4Df1CA(
z)4{Eu?vllq=2rkgv1fqZ)<4>!3u#PCU#+%x)9vGzN{(ZG;>Q2D!T00(FX?n$|H>;s
z68ZnHYDqo2t%?+@h;rbAW8zX$R-%X_X08DGtQm2wT@y}AY2rqc>S@m!4ZC7=)RXlG
zA(?~#f3qGsF`kRXj2WW}lMwfzd<*GF?e5dM@U?((!b1P%Q?h|GDL#C2T6Tdu|4dJE
zo&T)YlTTHGmN<w4OII^9dkMtR=FP7n2@#$5n=Ui{cN*=saeWZO#9cmEi&E0q8vTV5
z44T<Syca^6E11OGxv@Hd@@xTjF$yg=AC>27^q<)a6t+7WI9>sSiU2p<9yccUdQ7oW
zr0Xg7)iIdnPCuwjal5@I*=n}e69HcP#JT4}MFLWXsFVczkhQQE165Euo@U*UwM>OH
zggbbg8$pjU1q==2ZY;u6=pSw3&MPRT$p!?vnr-c~2~p1+?MI=tA|gMR1rwhy3tsxy
z??)n%R}*L4Y@RVQ$63rIZ%qbRO+Q<RfEMIGjT}2<!PKBJC|P4aTW4b(e{{_B9`n~u
zkA--FAFlz|(LFM92EGbb58hWWv<zKKz1vtTT1;a(?Tufqq8jNG_xG~N4D@SXJi$Hk
z@|GAh(CqZ-zXBB1RdV{%HaarmBJ_+B$N9i5kVLBW6dwze7E2qThG=riC(-xrcnf$4
zKD7I7N>*^@ytv5}*>P$e_}Nsp@Df}xz4R%6V}+?PEBq{x)i(ZaQZCw+(w~3r+4vvQ
zV&;68<#q}t(OUgIXBAk}Bl6mju)dK#DXcur>BC<Ezb}ZB#>yAoQXvu#ms(dY?_U@v
zcegN&r;qKMqUAz=8~J7Vj+05W%i!i&#pJKoeidZCCehwQ$g_&|U$6frui(Gm!opU4
z?$3Yu?H#M_Xz#CY6h==9m)hpfD~n$f>0X#jczMe}o$qHwusuG0aniC2KYE$EBrH$+
z#C0pU7(lPT>pNq)v9H|m)?XlSef;+H#k-{3PJPO-vnqyPd8l{S68tB3nOax`a4DLd
zadgM*CvBVg8~g4ZTmAx}6-5k1088cXx3AS;QOk7UH@Ud5S&`-(9E7*wcYil{hov;J
z*?RR9@P;{ai<bDG^FL@^R`7fy2$-Q7#w*MNDiGID{RKlQ4xGfI<Q;X;S`0c$7M9s@
z=UuTh5_ca^3^EJX82Rq0H#%BAvM8T4if>LCu37!;SiyxpmT2(yF`EKhi?vJp6!fuN
zw`bzSj92F|E8E<?dD_+K6>H{#!&ULO@kH9)uy7HqGsC;t>4ZE&&f(oj>Fjr0>(E)N
z9)A=#H(J<U>msMbgO4-vLxvW2V*m4J>CU{nMDg&%rJ3=YhN>O~N@8CD9~0#qs=m)l
z4kT+F7@dImCzU7p66_>2{d#Jxta00wERmRZJ)aX3wj3ySpKw8Pp|rU{_f~SAzYKXR
z5b{!o0#;WPhNR&uS+QiGZ&P$Hh#HTxc?&0GSG;Kp<o^H=aeS76z33OpJc|g4FHv!<
zf7WEC5uocq)fb~Rnm`@RuaV8i)tVX3tvUpL83pun3xH$A`Zc2~1s%F+j}aku^(p+G
zW$J~Ck`BYXG~xvk^gST9D0N`e1im%%MN{^MInta-d1-0CN5Zj+mH6xvj-mX-zo%#C
zF?%IrLX&qx<AH?3h+JZ-8-C}H2j@L~;)xc^jbc75J>FPH<xbaZNNK_2&@kC0?E69z
zkqC~5=%{XJ8AG9S3PnoX=EDn?Q{xt`#e-WBv_&JcdTv{R43{7an|KXB?K~`xS1kpD
z+8Dm2ioxdhqsrH^v4ErboH$CoE<cXdBM%Ytep%<$)Ir;UJ|SQBy04jJKS_JZJ483v
z0>Lb|(8|m0s!d6yQO%GGGYnURFXxY!LC^^5>7T0<yg)w*N?6|~so<sV(*o1_avlus
z{r>T^8-r_{p);wAu#)BOx73Lou{~#FI21(O=sm=-q=s~-yZs;_j7;&4riGeGIHq7p
zVtBj8QsY(Kn0{e?!%bVqHs!)XT@*X2S0^&<t>l|-y#x(Iam&rbjXPyfjWr`w2p5hx
zIf<<CU0rIL!3Cs3{~2qZc(73?Jy9+==7q(!#%h)(r&Ju0rf7^MTFD!=#DKs=w@Ami
zGpon>;a48}541W8c<&0%ly^tbPctjSbj2wd6dK%>rOQhDps7(v5G7RfLH5hSD&Z5U
zgf}H$3cln#a|ms?7p0P2979vb?45ja)E8}3C1_4GSPa)30NpWO$}cvoyIepz-?p7}
z40kWzRgqUw2A!8lP1Q^#P-B$4LWB$YE{#|7Vso|7s&J8$NQt00jB}=%m0G%E94MkJ
z83ly8gz3jf2^3v~S@q(fgd)DWNzT$j;4c226SPAo4_b$+48j+dnYuYuf9O6|kvj_(
zlU{0do;OH?^vK8>=$#msnom#7=vxNq5d1-<cAE?x&leybXQG6IC{kxZmcm+Y<)R|c
z1?4xa6FJM*B<ruz#tq<*#U48R*5%V};bN3*mzL9X0dC!1^-?^$li%58)CzH*9RG}B
z=jE}9@*Df7xQAlm1-l#!YduIoF7j5pyon`fN45n_uP`Sz!F>xY_g3NW4$(h9N|PQ;
zpbl%c#JBKIT~rb87q0+KUJn~;{VgeM3rn<!DjjZb<CO|>rmA%dOBeCaO_jyZrTO7!
zZj*;UuYaNOP^v>Et|ATiM&7!ptH--H`dF^REM<q-+V&|;*G#iaw0CclX5B4|L2dL|
zi8Ns!K6YC0!emO2+Rt<`Rc%{Dl=m$OSAB1ot8ZHNe?@LOq2h5PK&fm@kk3{OrIgo3
zzckJ#cp#5ZYk`<lF)fB@YTvcvF34D595fjH{OkFwqbF}I0ATUk6OUfdzj4IC5wBr4
zUyP@Hw%N~FobKmGmF>&0{iBs)T5sE}&m;91QNb$!v8aW|G!Nm?LIznyA*9SRVye+K
z=?R`sBtIt(G;+y)I?SmmKTR|}3l};N8p!vg%dDWmK7Jh7wze*{aAdxmaVeZB<(psS
zDj@o(8B)<Ctr>OpYUq<Uw;prpcnWf?49}CeVpZ!$$N;@Oh;a@7xg|1Ysu$1(U~aqH
zj{NQ|>2xk)=Y)oSN82;CmKPwV=G691=DrbJ4e5VAN&l96>|7%=o$6GpFpAXjvG7~|
z@=^pChlMC9<NH6T2+vDbJIiKhz84^of4d=?<1EbK5n{TEp4ARNoP#HNV^MO&a#sKw
zmC`*Hr<MRn6R1z0RXYbRlv06rAn^%a39ZiZdTcC$9OorgKqFj+p(-_T)6+j<C`@U3
z#5<D`KqQxD6g(?qo9^9JdGDdJ)V9dl)UoU%S=H=lqQ}kKx_aNBNePpG_J=*eaVtgc
zHpx0r6NA`ExQn@$B2$y2bR2*+P>Q@GHfGw#i}E2qb)7q#>`MKUk5N9PQJV4Mh2VE?
zYr2~p9F{UmW_g4tVhYer_HpCA)jifnv&CHN_Jft|>iH{t@d-X?V7+nd>}CXv($QvV
z2vgDUt}m$ujpT$<95Y>biY+#MbY`fj8c#7aR)Bx)P?v6@g?6KZ2Rf^!#23Fg#X_nH
z*;=&7m`3ip_Fyt3bVtutD!S|S%BJR%@GyNc2<B&E`l@vA9Sz#``-=?JX#8k}Xm`xJ
zdle79&jmlaG*j++F|{4@Jf8kh61+%fO=pc8tQMJU|0B9_*&e0jTf-BNrP##Y3;IQd
zvy69V{(8a}=rXRw*O<d?S2IQ@+IAkK9X9{DP;47Fg&(STrDZ)=-<j~|$lzjY1qoLJ
zj4Qu7L$65eo)phTe7`$XqcD2|5t=cQQWo~WYOgoBV5hFUu87*}Fc<npwqZDl<1vX-
z8sZBfxRytV;<ALy{~_S87bp{2@UU@9VqU1m5!ED|l3|+t5!>Sc)=7-r?q~0$yaUMv
z#uXiLipa`ZasByk&FtS({D$##8gI0`*FRU&7i#!HR(f5hPoxTWH%vz=76r5DwB@1&
zRf0(1NQqi$^;-CzsG8<1le|IQzE`nk`>;`a)U$%I;t^e<lIt?v+efLfqef4DTI7J4
z+Ne%kHrL&oM6{=72A8eQJ<jIplNkLa=jzv;YaO$v>&zc5Ie&vLkMV9VZ=ZEY%OsC6
zsD+{#{PMl|?Je@MIxOS@!bEN@cV+6Ny3u1o66PD-y6CR}%h<d&VKSF;j#9V%uSR??
zKQvy(FtOgsP-(waQ6<0mSZ=q`<;1T`UBdO}Nd8OzsrE!8IeOoH{OYeAuB@yy7w2?Z
zqcsn&<tqSfon4r4b`6$tMYJ7yl(^KxD-_wUv}*BE+mbKdVk~dAR&Ys4^zvi%F=GsC
zD(0uGQX&g!S7dXF*aH#1Zx0*X>7!+@09|nCFBhtCKk*D`c(P~_#bTFA&e&b98oCZB
z2fNH;{@SxvM8k{Rn4=kNQo$jUb8E^Fn*Jn-H2>6P-Tzg)Jiq<VgyZ^%Ld~LT*A;9e
z-uh9F3$s*)4-@Cfk^Cmz_bknr>;w!zT5xcum9gq*k4a|TYt?>1prVW4YhhFa4(-wG
z*he&*81Jf%<$cf8-d+O$-rK(Z_tX4OY5sDK>AID#w!gR*-Jx|hX#35P^$Bx`i()Lj
zAs;M@dzuq*5=TfS;=5y-nxE(XA0!4|fBb*8c*Sm;HPD24f1v03PR;)4gCe-j(xxR}
zp}3v5S<)uc(*qVmVYOrMIEJk|MqzW<eai4orAlXg0v)+on%-KRm)>BLi{T`&eo)M5
z4*pn6d~3pz{+Nqcd^}q`C@%)-8LR6x#JUur8tFh^EMC^4lw$;cIAI1#b+cN=Zu#g;
ziaRP=C?V~wYq>4QyhB?oq?vAq?3el6aK2%JD=n5q__=&*VNBq*6P5YK8#2$G2E#*;
zFlrbA%8dX)a<;sq9hes#P=~ci@r;X$&vPPPR11&kqIT3jJ}-g#OIRZVC6iXDgdY%+
z4bWy2=fsII{O97jef0pF8TS%}`FAHU^>(nILOyG)%)0E4Vt8JK%LGc}7^IS;7AE~8
z?+;-;sir@TC+f*g{8-6Gz_eP9j5Me$>CLjolnIcx>NS06YP9{HYail1db+2K3yU6w
zcppy~(%s_TTc!<h>8wPKD?NXdr-Pk<o2Uzi!2%?Vp>x!QCkzr5W?~{jqA_iVNlDek
z^QF2nMvdGTy!T6=&V|o;Gn=?UYtAk_(w-*wb;sI>#-S1<Exb|Q$tyGIps$agG#-lA
zNrk{1)^liDo-0AY3~Cz)oRtQJR8EG7*O&w$8>&@$Z18&L<zLso+-sbzFFHwRQ>!gI
z^Ft@8g!VsBbERJA4UT=PAR#aS8{y>`hgkVn3xD|!&78RIS+NP;?v-&?)b7f}US7MQ
zn+?DFUGbILA7#9qr9Hez5-pH*c@t%sm@M%XfI)M|WnFv8yfb@si+5$Y>L>E0rpgcI
zwoh|e@zbJfjti$Io<gIC9#;Tg|AoksGwoL@SAeBQ47cgV9T9`_*_u7H2R2FY?Ci#V
zYUvO|2ZT(Q&h)TVf_Oe~B4E-uT%(aC4<7qZuf_igCcXamf?qL&IIy`c**_Xr^k1R+
zpX;zR{giete+8h3(g9a2s$UXv@u43Guhdz%&*jF+d-$3|%UYA-j(|Unz84xfne{o>
zJse@xw@yr&hN6wRd+?1JD?aMg;NcHOr)85Gl>+ChyZTnD!#32LG*Y0?FrBSw%Ua2t
zCp@Es2U=#Jm2yRCpeM;{(NtAOP%LsndB|?87^yhSP*F`^zX~z5ac&@1^PJZNDYd3y
zVE7oFBz4ybqlWD%@q<AZEFDOxwA41TKuh<YOg+^-Ka`ttk8>9z=a;RNNHt1zB_H);
zWI>BLjhE-)nMy#KLVLGv(-TisOrs^llJ`I{BG^qrZ%dtToK&_*1aee_u2Sf(g#xBe
z?;4!bkoZ}NQDz%>P`kH=`$>V)u`nn~y+#8>ELMW62XSGK!S^HS(~IcW=1cWA^aeWr
zFea+!n=ksKys90ZlEUgJ#;qo^MHV_<kk@)3KLj@~n!LxfboRZ*D8*}bB7eZ_u}eMW
zMoE*dH}x7fdk`a-MZ_IcMuMLaWAJnb$r`oZmY<r+x&nCaIZoHzPy_TBX|7hhFaU`<
z3h>v{Z>zufb{)R|Dr8Ew*L1E)-^^!FFO@;!Xxf<6q-vhhg|+%qL)$Kw)2e^h)T`+e
z*2=cqdu!gT8>OzNyW5-gUyNrOgF~-nfm;?3pP97GeZq5HbquQZ&S}i%v##|xc+jFK
zW_T-Cs31Of#zpZM$KlBC(Awb|dWVloq@r3*tuJESOvJ)G?SFL&u6F(W;mEr|HVbD8
zqm^-mN6x5{!gQdJzzlZ~z~1&EERr|!8$vzk<qFAN=|Z?O{^`T5?^Egm=#R|_{STR8
zDXL+h`&RL@xg5t^0&5w_lh{K+uFtbjUQ*~*0`NR8j<B-KrSj8Ugolp6MdE%bVXahn
zZ{de97`D71UzT}e8#WgU)1t>to=~#D2MlM%WyM6K`6G7f<6mm^*qP}0t;}g8B`wo5
z+>3D1OPVS>-xALck0&Oq&+Pb8y`Fs&vj-!)WMkkI-M^vqX*@!1HpzUhUf1kL3O5b+
zt;P<0X6;C^0oPYHvAu9ZG4P1Wtl6+-yE{g@AaSY;n5%F!o1uz3!q*B#nwKnf6`7~k
zegb7bZ!VEAhS8v!T}#Bg%6sF)VVkzv(GJcK<ddQy6!A&+W4LlQd0Cm+d`ed+)2ZWZ
zLmTIay{%cjMwCjyOg$BTRmE@1oZs1E+qxh4FbCa3FKUax=amk<Gm-gYeM|q|#M_Fd
z7}j~ZyZ694je#Y8q0tGlH}imr`||AZBQOIByIDVSIJ@Pi#Mv{gb#MZe3xgt-iw@33
zL2vv0_yPA}n_&N&6VSmeg|iBIqta20Tm}Dp_B*PhWA`e%?YqP`Al3FY4)O+D*7*L<
zJN0s>*jMM=@+)l2q5u4z@t@`PwgpKXz52z;Q1n0VHm}DOikGa}%nZrzPcrt8b4ESE
zEj`VSzZ1Q@r|y2Dr_7vJmq3rJ;-Xa5*hjr43yZAeGAF-`@kx#HU`m*yiIA=^tdJ7A
zG_P&DYo(5Rb()3*i4i<YR(}@zCPn!dCd`7{D(oL$Rx<qArWHejj_*%See&6b0k5jb
zWwU!TSC(e3fMBpT06zXMCM_PRR(a}r&^}87thThFhQ87Q0;~zvX9v^py4>|QgR7@7
zc(D36Md0)n%+H%t8bLCZ&NJiOeAJDZ`nde|#836&7yO1Wg;D>S6nc8rPhyV<BShjE
zUe27nWJ_DZQt&MfHDu*OLrjyr-=rAF1X&SMqKZoShU_wwmuZpp-puZD)F1~%R0}St
zrLin~q><7psBz}hQ@Oh9fR&t1OVgp8v1{cN40PDcOvjhQuK_&g6{LEX$LI>*fTR-8
zJed(*-kdsIHP(yl8CI23V#aQu^N_{e8>DFya0pjYQW64O3#{tk#-W-ewF_2%HnCKw
z)oj;pwD#~h_fizF24F(FW385Y9DtbMfdN&oIF?ZnS$9Ej$L{mVHI;5Vqae5=P?ueI
zgek`*oYEk8*5!$icSBQy&#65mt!DTLZvePKw69`okp9St%Wv@_0{9_CuZde{i`uQV
zN72K!iVupZW3crmOp{w^e+-tkk+$(}yMy01_!Zzt?Nzs8<$u<s{zds~39m>TH?9Cb
zA!5(|ht*vxe*G^>|KGETbbs=;<z4~yAB-#V{i0qNxdNO;5*7d7EB;p+{!9D=Z@I1K
zmR%DNq&;^v$G72#XDna&92n2iKKsHAs)c0iR-YtpR?ik{ywOJ16)1bjs(Ldb#%hrx
zP%WPBzG*O+m*{cd#Dp5oF#;7pRM1gE)bN!Ay;?JE=%K<@Uk^qiqMlA~sp?W{!sRln
z?{otqr|P?^=_i?3U!00jeOWc=)s(K*+!@fRW9Qp_G>-c*GUO4suCC4pk_N>8yN;6-
z@;Q?#cQ#xf`mFN8_*B{Z7-jzb!8?`EB?L-BD7{`oDcB>9DzHMrc|&E)nE23?szFiE
zX*I>D%C0$h7MK2q%R9q$Cq2yi`{_2ZIu=YXvsQ|dw!=47<Or|VO(i9j?0#FlxG%m&
zPGi>Pi=~t4`3QX-Pd@jsLDe+jPiAuK#_pZGFn9v?bOW)0pr8Ouauf~7D2{x$*O-rT
zHQ(;dSHq$1Z$2%9=XSV|LE%~42>U}1MTfZ5$e4b6%lgF)9yPBR$I?x=^^o$&)A*vJ
z8Po-Kv<!zKjoP>c7;V>J7<ei>m=}cvKB^XnE0s|cM|QvuyOYFqzpC6>kVtsCMbk4m
zSBn1;JZdOKE~3AZ7L3_YLaoMS1}bB-6t1=X@!v<x8@FsPUTBPX7D$1G5f(>sd=rt^
zB7ecqQ!Y6u-o%20B;<t1LbW{OFzy>>FU=Qv&G%LK=RS`=Z_4@6hqlnnF#_-UDBr^t
z*#@K4rr!YjqsE-h>!RF;BM!IcWnR`6U6flmCXFAd*hbGN>fNeK9EEb`b?61{ra?vI
z4@D>`MhrzOTs5E%d;L)k-tjFN^Z19IWr}mIoW89UIV>O)%XSLm>aib%__g)gzAeRu
z`&qQL<nH}Z2j{J!1ob|DSFiNt#`Nkj`)sIY1R|ty4f4a!R7vG$hW*e37BSh3h1Ncq
zyF0HwwX&E#{y6*VmGzO^)WG3I?c@aLPZndf3e!>9<Q_s0?Jp<GAn>x2V2Qr1a}K*3
z3${u4n8$H<_HCb?8g(xSm28CkqZ;+svgM|5=I+3=|JfSF&N7w%-UIFrER#amdn*cY
zZl;paYF@`p!NwytW%ycQS4vo#CKo-0v<96%MR{u6FZ;)xJ2O#@)5b_7f>tRH`w+_$
zgX_Mu;GGSfW_~ZIghOl5a3gBu?NYVkt^g_bvz8w+`7k0JrE}qvim&r|F8T+h#e}n`
z8D7o`kH_1#PCC-A-^tYGFLXF8h5@c)TmRif^1qUQ$x}o>{n2Axqv9Sl;}r@Q8#5LI
ziCy~<)!qVjy!Swxc0a`Cle6AY_W_RqB#W8Icgq=1*rtMIYnqG9x5*vTwucxKM|Sk2
zw>Uk=2m%GwjP*n35IcSN)VmB7m0<dC_XooWwT`@>lj7M{HE~-IA9s8$!!prVZ!3<E
z)Xg-AVi9-kMdhS>+TWgVGbZ<k7$JrW)NO}r+(s>N$77}@Z*x0enNNT0dKtj6$Pl#%
zFEy-haVil#eKus3rnH)06|UZFYbyL%rw^qXjEURj5Ji?}Pp<fweOr_(iK>{f7F|&-
zXLi{uKzPauZkIRc#5}Wd!AFnwGH=qX%}(cVd$5hIrMgjAmq)V;@^glEf0<}<pWwsT
z)j2Vm-8?GKr+tf2*1;XM$65s&bK@85Fq_#$16;UnBb`=yFsRdQTCDUqE3<7gQ2?)N
zgD;wxp$?ue5|38}7nI$@xzJAW3;^FE8Jm}(r}t!j-NhbDb1N5ice^g(9U1qfh@y1f
z+yTk|Q6!$&zzDTPSWxOrX5i4OumNehmn2QZYlaL{4Gs-;zfAgeRr3uF`9&%{bR)#3
ztBfP#o$?{^AeaFyo|hk4i;JIY8W;{TQ0hq$Uuk!))@9jR^3G32-5)azpuL;>++);h
zmG)$FBRF)OqB}SM=o+D$lJzM4_^z|<_enQASU?~vv#Lpo2n)$o%N{jTtT)X47{g))
zPf>NwabIoT4tw%Y+bLGbI)`{ji`@0?%&Pd4uQ*@m#Dn&5Q?}i2*TBV9$bzyi4R!rw
zh}tW+$S)FiSga1&7+`~?L%1>qu8%r--TCTR?OfG(B1M?}mvY>+PF-RG1uq{ga@4{C
z0x?!`lEnAA@ySYaailO)EPi}}8<|qcnX!R#@d~{T4GjSTZhtnyz2|6=^G(c!L{4XV
zttUQJw1J}Xc~yo(LnHf#vMET~d%J>SeCzmrtZJNpr7a>U`73=;xoExs3UBq&ZpGay
zzFz!STBh{n^V2@FicFnv<=0TJi<|#Klk>CC${u_vSx<Pp{aTsNm)%f*+?Hq7;O*BF
zV|k7abq0oBa!Y>y*oE{Cn>+_e-;S13OW9&|2d;;;(l)#oOF8qmmo$T)do>AsD1Hp9
z+e2wj3Vi7#EDprtb}L(mmIF0Pbbv#i>1CP<lL{mLdNKk&tCjjge4dlH6JkhNe%R?A
z_GTP^kV-DO_p&NJ4(P-AJ*j%8*nXhUeC0%Ncuf63R?JoWpmt$xyJ-X@z0&-{ekxts
z={Qu<ECtP`yJu6s+9uAZYLNp?d$29j*_bFnh>3`$s-3dtR;ar%<o=hB5#k+R#b3rO
z;I9?X7DcQIZT0T`43Ix{k1Xq)WUkxeuH9&mxNc=<;Clx4HrL;!-IIiyX5HPrBh)2s
zEP>uu<q#6ZWRw$LxY5#HU0D{dLNqvq^Shon;5^*txPzpsvh|Hrtu6|gE$c*MHWu*b
zl<uk_R{*DAWAc`+LH3e8Q?9v~*6(F)J@>BwW^Wdv16chQ4PT+ze|6qyqnpmWJk)uy
z_W^K|5<V68w$4?Mv!^VMy;i3HK|@E~La9~w-qvQQAZuIrImec<eqqHEb#ulHJ#J0x
z{tXkaFGrDWB#VjFUbf<Oqk5=<jd+pa$!moZN=g||W3n>?pld&kmtz>l1;lOpvehvK
zzz-!7teH5<FJAX*&JAZXJ}0m>I)I+`2MY0iZ&2+1Vm8?x>mXqhw`(3aiyUZIEiv*)
z*72Mcb<mi1y(b-@#XlgnJ*iH9@A+!$;Xo2o!Hh06=HP~r%#>Sr=Ojv-Tg{dpU$Ip>
zKM2J(iR+v!7%9YI(FWS+r;(8{iZC7PwGD2`!*JdN{-w$45-)zr`3jT!D_F8A5vb<y
znh3LI8ko{0OG*HH2LU}$W#FyiRGA~Sk9qZ#)D>vtvPDOBDsxwED8WWv{Y6Uz_q<;{
zl&}DA04`;jZ70{r(jqEvtIc3ZJPxz#4@mB9p$xh8#mNl5(U(`C9r1*1MMo69WhseC
zO2u#`_P`Kz^gB~4T~Zzyq=^z4TcrYa7ioEhFVldg&O2EEi{f-|MSQWb9D-XxC)ilr
zqCgc*9h8S3;Z<h@+Q5z;(jv#TP9*1%8<w%KD?q1ec7q9@tH%=^N_~|-rMMpCr-krq
zc(i%$v|wVA)($1yY4LK*;oQ=l9@pl6e){Z=a93M>DX&R<q9d7UGH5+p?<zLwax{iJ
zX5}Ng*}Q90`ekCz*d;A`X*@cgC5aYOS3*|ha5zYULZX$lqQ+!jjr=GWjcT<%4X{`A
zW%}vryGpvwW9qgkWcUcgDA?!*Nl}(PMN#3Mre1lqOy8-4^7(NU^7{0dDynPD+~2;<
z;&Z#qr1ll*$$}NlVY$nNyinCP?PI1gPnIjdvENLMW`042m{e$AWR<IVpRE_+|1$Q6
zEm)iR;}4XEzLaWIIv!iv{Ce`{qVXmj+vTEB7Mk0?)66~MRSCb!0U7z+u-MtR)%8>V
z{#l^~Q=vH?z%`Ak|J4il_Z($#TlE61zJB<iN;T_^zVCGM)<X3z2|bgq(l&RGnim`k
z-f@|USemj7Fjds=D6G9ZBYJ<y>F$s<1$)JV_ABPyle4pQ7!h>CkCq3$>wGTvD<AIS
z9;DJ#&EnftKa0IhQfa?RYpIq$=a6QlA#ta(Xz6{qL-1H6FGCz9wAO)xg)YUV#>bTn
zA!>V4$x`OIPrUm^y;PnZo{_DcsR}c-RBb}fPYf@Lqd{2hw9r~M#_vR8jXR|4xA!^U
z@J!5m_K20h)=Th9<C}Ce9mjvHJhe*Q8eVLyp3mb~6tRTZQ;sHZ@yMMGN>^6N8Fc>e
zWH<6vTqSXvvD$4U?8<;UJj|)ShC>@0`r?6CfYJEoI+uAdb`Tejf;PTi;`OGZVR?p`
z!Eqm9yJyn7Vct<b!gfy#cD$w!^?SQ#UK9jM*zOr&YCsmC-#2_f%lT3FXG+F5)XkE{
zX=S)&*`M%Lz9yIc6*l}5^J`cfbMR0yN)@S~W6L3y7#K&}m9#tXtPYp;xdQLvQ`bV<
zt&Rwz13KzDu=j=tWI)Ttc@Hfiqw05Fp2pb@H}y-%CJ<IGG|7ed!0FNb442Zf8X_)m
zOk;4Sy&y0VDn`K*ri`UXvE3G)Bl#90zjGP&>XS~^93w3oc_c2*y3_mS*#I<(s}_7H
z#FiLxKW79A*UXNKOQB~~<fI8fdy=x8r0X7vXB=~k18DUBLbI=AeClc`r12dn^m|(S
z$1UBz(q0dpD!(B+O+}CkaL}`Bx__lvptAx#)6V++)1LSU9e}RMU+Dj@D|}ELF?e(L
zXQi!HW#aYr2jyMT=|?>kb4B$pApSSS)uIGcxEUT|woAbBqN5pQynI@e=jY}Nl@;w-
z_rA<8;*wO1w>>+u2i$2Imyw9)Zn>pB&bf56Q(!PBEXF5HZZ)cu<A>^bRZ|<=(B+)D
zV95OP`u*`!AvEd#(WB|6KJQ9|D~0*i9;7i}bU-@fZjUN#!9LdyDI|>HZ3m`B=!HUU
z$6*|T1zZX>OSTu%77O1K^iTC~rx@o~?uqztaFT~%`8#Nut2vU)@FWTL2_56&^DP>A
z+eKoyjA)+4`d*E)RH;DNMUF8f)2fia>g>&X$4IQZnYXf8a&Z}!5*T(fHBC_RV3v!q
zM-eJJ{m5e4Nb3|d@ZYw~^FnXrW{ujnDfj=jEU3Gd@%!nq)uvj&8G|z4&8l`Mv%l@#
zti@}nzAM&k&SkgGRf$bOF|{oB4Y}0L2OHmT^D>gKT^9WM?ChPrzdmJaCu=^IzNhO}
zI&<RMsy|td*#TA4!}~P_PCMJi1!o)OFAAwEn=4dz;pwgKZ@X(`4sBZRC3>Lb>C&C^
zxL0h}->mDpD(Jbc`-U^SCd$p4aB{+`DX;&%>Mo3)nRIIR?Cpks^R)LJTx+iA*2;L}
zq*_vle5{|ls>>FkS$(<r%DI<;i-Tuetg*QK;L-**%Vyt>D;aNZeYxzNyFAO|sw`LF
z%eOOU&YZvI%$bzK)>Cix>!i$H6Tlz|+^@s#IHB&tI{%Zx_DLJ9j_$uYb@5L&_IED?
zVw%6V7S(yo{4LsfP50lLwelwn?8_alKi)rm{@vfk1^a7j_LnSRV6{4dUJj%48D&pw
zlifc>$LpK*u9>B$T#quoD%q4-Eu(hFbIFy~`cl_*OX?OY2`MnnURk4^;<e|umRQ0g
z-rtw5AHQnxwaeCUb!Jz|N}<PsQ$o*9n;v8SGo|+IwsW6ft*vhH)_*WtUo`Ped(b}Z
z?=e5h&D?yyOKr}%DD>pEU(}uK$vU^q#qu`G`er>kX*El1(bI`p$?**Q=Vx=?I#&E>
zw_vQvIwhGi8`p@vnymFzOLtqyDp}R#iJxYAoz*JT^Q}DkDpTD`k$rK7l5J_8`GI@-
z8@Imfubm2<TTA`g^)-51nOu14hso>or*EFI_Rqew+1u62=AOI~t-!1o^uusx&W;`X
zHuo3@Wr+7#ZnbUO8!|n2QH|DKi?iA$J9(Zc`fAMa)R{7UtKO38j^elP_+N*tIv2Jh
zd*`O*g;ze^U3Hahwc0|@Om(Rs>DnzPQgwAXyfvMVOgXMHaiVf?soP@1r3@_PGPmsX
zKmOgC^uu}kZ`ma-OTVoP*Pahl{Mjro?C$N-%Y`r3&6-~^5j{TO{N9vncdDghd$vpl
zcFgBZS+X10G5?~dD!0z;_S%)p1Ewxa$qWjKn$+?8#OZ5J6{&YlrG9YNym#!Vb>AK5
zZLHgtUGY*{a>Q@x+sU5F`k$4B1i50@*F3T`QV7(2S?;=Md&nCT=RmDon<;5&7q`{M
zxb1q8`t!>>Ih)jw+7qA5PjLNmUbHFe-oLri;^+Lia_7tQa?7oq8#w%XR<-YxbNk5{
z?*UY43sreOb^6uzI<*6ec1Ek@o>WRdVXam8I5ptA@`?Kj+ArBRoqlzAzi@)Ue92J$
zBAeb%O#3EOoLW&m@k#y!(J#$6Q@<wO$7QtRn@ztqygzb-Mg3T)^PPU>nuhgD<Pes8
zi>!?(f0V-{{8($@JNJqE9KtX0ONPorEveSox5oP8ttajRR~w5oj|zFbG`hU<ciN?n
z?muT*{xe9LJ+`=YIrYk{ur3*vmFoB00xz!Q+9<a7^K_NtjnUhe-ul)h>%Cdf&}HUU
zCeMkJU2c}<O1)e;|Jn5&ac8&P_FcMc!W2aoPp_aTA&=c1-B+BQx0o8vNM5S<z4qNb
c-gCk{>%xQ1E_dI+z_siLJW_Em?El{c0M|3dG5`Po

literal 16775
zcmeIZcT|&IvnU?)1qD&*NSEG0dJ#}sAfZV@k<g^~-UI|JAT=NmdXtibPz4gY_^Kei
z28dLpN@yy*%8lo%>#Xm)Yn^lM@3-zBcal7NGBbN-_A}2e&n_3AFTMh3z(5cXKt=`t
zkdZ!si$$`}AWco%2M{A5NMHLej2-|9{<s4GczFl<Lv%E5KeT||zVh`iIezo(90GiQ
zr~d{>dJiUlYX<=E;{QhGe@CWtbP8}F3H%`a`20!6NzO8ma0ZvZ;6lG~`@i5SzwwYj
z-$0VggWtHn2}F~GJCblAmw&?T{|R^S_5UrOM3PbQ@(lWI>o@%NnA*wP6iQ03l78%f
z000D_1JL+ge$syu_>=$uiu(Y-<yZfp+2;TNO)&t#t?7Tz_+A45H=_Z7#^Ha^{&7!y
z?fmWjL){;w>m_Gr0AL3V09>~K0O&^m04mG>;E^u>#<$xf7CXr=AJWGK;0bU7+y;OE
z-T()H1PPM{+yO`d<S%9bnt;ofe#7tUWfJ^B@yBntN<l$RL3x#mit;KYB^C8eYN~5D
zu2E86r@emTCJhZO4HY#VJsk}_38(q3gzR_D%YR%YWu&=Ad5uK<FT%y20NSf$S1%b}
zCgTBIq9wabOLox-;2_=Z%fG*5e=9A3;>uO>OPBwk{LMC_0RYG^U%E_om70oV`U**i
zjKm|SxI#;Jm7ZIQfsy$ZkF+|TiN)Cbp`EK=MrPI+C9gav=viFDr)3!hMUCK8>?ofm
zwAeqS1ShKmu@7u~PtwauvPaVTcbg>S5;+;^){uCLw4^$5=@JF`wLdOh{)@zKo3!NI
zQtHNjbkfg?>*yJHWFU6_sqaUBFv@B`DHeD&OD?7X)Fh3UXfM+O?g7rBWIz{{(KJ^j
z*75g`f%8oQ^8_o(jO6bvWh!&hd6z_9Wi(^&SP^C+`Fu#Muo|&EF2L`=buf6|3Hh~y
z*K6bcx`L^^HDtP3oE)shV%^`+%G1%A4uvZtsxra+7!iqro3F1^U26YC*a8OSShh;@
ze@o$$0auRaSOaIuF@bBZK8J!d_*!?c-kPrBoZ=v13l^qm<;)?w&aBEeEDin{#Ww!s
zXgoPX->e%L;YlmJ=$dEoUA`A2w?%Lh!r>ugl4KMi$_q>a5aRIaU5=KZE><^BiG?^r
zLuua`X*+?{njFOp-d;i<uf*6$u#Za2qoo9oprqI*mIv)utX336a8PG@QJdT?{`Ru6
z;YGp&IshZ5-4J#rAeN1wxCq|I1u?$U$}&cS>>)1DFQJH>Eyz-{WqPe9UscKyx3lHM
zm5OmHCo}MaEa#8Tn(^u^d<ZOEQX*6a4?Vn3s=2>`oU-!@gW1r%?ksUjW}8fduHYFN
zOr4AIP|0i)kAT*JgVL~FEM&u3YaKi5R1$|Hy!miSrat07Z`G>U(EgKAsb7sh)dA`z
zvs$6849x(!$i<rCniABd=O-F<CNkX9rMK3_G>5WvD;RP?tD@{^^Pc2%wkc{uulsQ4
z=kl}z6JNwdj9%%i&}O*-@&T{?Z7c>Jp2o8~*dhDnt>LNY!Kax+c|sMVjI2~e5csdP
z<#I$l56|+Rks*5A_D@m?E^z?|vR^K>+SXNXR=P|`==Q;EOFz_TM+N{>R1hDSy!r6N
z2~|~|s!vmu0@f|>B#gJg87aEm4?A8bgeNQA&@?4aTTl=z+(h;+b7OsMzIQQeNFa-I
zUcMl^`6Bx#qv5v{N4!6>NMbRwkFUE-$|_-*kPD&gY<@}C;0Kar5khDem+fyd!ezu(
zMO>J5-)9A6diKL=Jq%ljK2W#%>~bAV$c$a1tzYjouaDCWa;%m>G%DKqspMDMUZoqu
zu~F~4#@tUO!ZO591|F&o5qG)k7uo!V>;yAm;+;%*W1;==xSpi$gO#46odLgt+G{&=
z#S&s_M;*Bt#&M`|gXJ%(T8oJumIJBnX9b_MYhLr+7g6ad5T5*UgBj)DiJS2z8c@Vb
zAPv(x%ZAWBLBF4q&%RA)$Vjg!?@>=g^9JwuZHIMoTjekEVpQkBm(~Xn^rq6%CH!UW
z4VwN%e(o#WTHa!rZanLbX=E->UkIGWr&lG!SjG;(9n8M*J9ffy)J(%XjA+Zov%tJ-
za-8^keEFc%94;5l_#dfR->FxkF;f($@j5B6uu|wVZibf}&ccVX-4DU9Vy*m~F!I2#
zs*{|9U_i@#QapVn^@dU%MzhQ-FnSP#0Wj%{xnpajhpQy0=seD~bJ6S3=0xPVu>r%U
z0GWF3yTKc8tt^{Z1~y|MmFB1iU)!KnM)vGxdZw*Ay~2`-wQi>|)Amj2ncLTr#wX>m
z6Fh3I0+pt6Qn!A|-fqWbb>mmr%QNTfcXH=O(@cz%GXl7cd-fA41*ck66Kx7mQCnqQ
z!eBaG4UjO%RZF{=_9j<|F7di35tdWu5nR5Lp~Et)SR(imYR-ZRlHB}y=g7x`L;2k<
zmv{#!Q9HlPv9INOjbry>+Ph^)33oJl)%UFQ+<~x3g|4{(P%(eH0E~4voi)b$-mn-s
za^IiJT`!cgs&VP4z2az7QDD-k6^@BJ;i(>zcDj8yvg5E5e{V;mj^@O4x7o%xviRUr
ze+YTAn+M;tdkU8|qbZWLD9M&}BocOQX=C@s+Am>Yn87uWu!uNy5{{Q!`A*1>!c2<u
zKqD%YH&lgK<7}_Sf{NG*>dKq0wTwUP40QR%^$<~?VU9Atjf0jB+dG;knke`6g6<`v
z?M{)?ni~x5{oZxXgZ^uu`UI>YE$ObSVcNNAThoP|l7=584<~!;zbkA11ZvwLklY|+
zoPbOLM-nk~u<9*^?ICwW33hg|=D1M0FlH@jktYDv3~$gnZNe)P4?jU=kLI`(!=6-Q
zh{j*&KSZY2hZp<+a6TgqTK)>PyP2*{z8ue2HConi6<969SVJx4yZSA{gyr^37#Ok(
zFCB&jO*oB^KfRpcVa{ijxkt6x=3l8E=E1j4#F=1o{PZsX%|zKHc-p%k)!ILkZ&>zf
z$9wjMv^A>s2Yz}A_BVlDHqL+5PpOgFG!Ef(x=W|48faXJaRpv-z9a{iTvs#cp4<jC
zmFlPHw_xhlQ(1GPx%XsuDBT3<Vublhc*S)QPPJv7h`+h~pHk-<ZZA*Dyxr>!FQi$$
z6T{9@bW;6b3Z|THP{%h~3$mwoR`{KfDq31NS=4wzt0=Zra|^W_Lfx*pln;Uon|f9|
zE!!M@@-Fh1#%J_NeM<IWXvl;!bC*hgF7=H|gz$(P8J9{A(R3b<MNhP3iiHJrQOV@5
zb>BwBF1FxJ>rb7tER5G+xeV#5%E@Yi3yI`*RAqe!a@{|P6JakL2NLozY3}r91fwoQ
zyrJT{@ksk~W4=9!f~yo9xRQ@GQ`y@CZP{+8tnWI#`Z>R*aP#>&Rp0FMXAkK)%aCuO
z)Ol5tAX}DXlZ8xAsy6z-_7XMC0MizD3&GV$oJbiZzcl!~RUh5$*Lgb*x4upZgyjet
z=%>L9cbO;?fgkanVxSoD@S%9KW{#>^vugj66J}%mScc6k?!KTw-oDjbD-DEW^qONq
zY;i`!(`Kh~Xu!ULbjyojrZKNv+4VqIoMm?9ersooRaxF}uV4}19lQbN`s**osnsxk
zzA!*_T{73Fu?qmj0l3*c*qSrQtop_lrl)|1mHm}Zce+?<dA_uqU`8Kskh(F)9mY~v
zzi$0`?l^35Camv+{M^qB;m@eNhw0Ys9zH<S*rQ$ne5n^ddXO;dCo+qb&7ce9wMfm?
zGZ}kRBU9qQ^4UAb%ir@Po!$YAI&_Q)V9RV`=2n?d^v>K@URc-T6`wcEWlC*ph+(G;
zm+@+{smouTHW?o!(tVv2RL|^WC`&V*;F0MGn%t9=>ng{|sNrSqbpE)7!Qc79J}%N=
z77g<K>=wWcyBgH073zWFQpwSbt=a13@q-EakCjdremG~Tf5+>3uaxH(k>|4E0yK7A
z?$Q>nJbUuGbV>wt3Q73-KAlHKh8G*dO<vb@HP39KG622>OWKDdog@Mo6vx+$i9cpm
zx)a7&+*otAG<4(nG5c!K)~{8+{(h`QZwQHG88FAHWSP}p-y_(=CIla0o~yZY2yKk&
z;%gSg^|5=Y)H$6La(`kY$*QQfN;R4mE2OtV%7cX9^6_+h_e2!#{VcQ0hhkPSA7oTN
zr9)cLkaGZxW|3hgo}XXKu`I_OXtR*OYJTa7&>&(n=T@3pSKszzNlB$DEsyRh|3`l@
z#}552V+`f^l!lx*BrGi{iMP4w)c+^>FIMaY!0+~hOd$8CUlVg1e&7b7or--bxsMiM
zulHmnjDi|?bhtkR_KX9k<evjyS_bdop{zUvtaJh9(@V{_?4Rh-Q|2o?vE+F%xn&Hv
z>%L2G2Ug#p6Vy{NZt9+%Cxvedw5zXOwLggz%6PFb!`>#~33|YVJoJ1q-x(ur#GCIO
zkm%RkFrJ0+80ps_E0D}h%I(noT2n3M+(K^{7;EC}><(MwL$c%??8~rn-L>Q#s56M1
z`QdW;_MwLX`t$NSIy}3mwA^f>XS&9MDGxUtmaF@gr?BVY29N1c!uvN~)H-S$&k`I5
zpiP%E9)pwp=1}axd0rW6{^PF3{1om!(5><Qa{Sjj<P9G#0O8xpCKmt?)<2OUva6ii
z2lYjAe)7#aL*TpFO}VnOpm7{ty|Lb&sN2m9uAGRM&GiX&M)XCSO)ibHEK7#>fUk}t
zxs}V~`CKr8bjDvd3_7N#Lb1&=@v_xa;vlUE>ZBCx)5w4s#Cjp!8$S+n0lQ7>)Vc_X
zT5SVl<P?OfbkZ(wL(@;7Ct-o#NW4oiJ*aVZ6qZw!QJi=websO90<e7d0<f{hT;243
z_<AFJ@W#gLC813{l)g2vh-EsdoA`rYXb`yPDxq9nHwkohL`{RrPGxDHxFpr~D7C4~
z93BYdpFcya3n2zW86P`wd`23&%OnY-z6iTQ1~Rou)ZI|6S(;?}E9_2>9&)|dy=Bd`
zRSbe#mg+WmNL6@sYVacn$WDbqg}A2gwo;Cz1Po{4b7r}5{P#$j8N2K;!@EQFA{Ca8
z)4=lMK>~3Z#e1qZYhv-QTeihSleXJ^uFw*;YSyvD^5?U#s9;?k@jK%&pCsJb1&!=;
z)%T4z&>1!8YQ0P2eTRZ<bvqg6Oh&J#CeO1TG+I>lRooAiyFySxTlzIxMEG!1X_!PM
zY3O4&(Dxa-!f*P~d|@%mAm5hs@G<-HMr7<^O+g+|FLg=4)3HYCj{Xip50X~BTF}*?
zp-SEPs|k(?VdhZWE=nbE{>buLjF&#GC?-$S$E=mh6M`_&S;E(LW{v5fB?dO6<|lVq
zhoigk#T0oGYK7ObM2<U90DY+0q0iWEBwS;&ZLz)xss2<jCrdDVdZ+L{3gYGAlES7o
zjnqbten#Cd$5HV*;;;9l>Q1a6v1^Fj@iYil0zKXpo95Z(f8LkR{h+4L#Jxa{p)bFi
zyU#P<X{7;d=an`R!Jvgj!dO_`)7He*xPMTy9&is9UaMA%*iT=hikJMQg8#xIt|RXt
z_;Z_HY%P5T<H@^ah8_>`vrf({nd>G*8g(^P=k>jRxuurd*;gse4)0LD75YKZr#hBy
z(Rd`&T{f#&;8Jrp!kwe|=)ONA-DJs!vX50uVcIZ{J2`sdZ^h}0Tniy|TIn_)M<!6M
zv^Oh%1YH1}SwoHz7A^pDj)~61hPBD+u7^YNDEYhq+Z5xe61F?*x^~1juPy*mVr6CR
zapluUOn8cWQldfkNHo`TtB{DrZ7xh^p>88Vy(Yt~R&MQDW@m<UJpFuVy}~WnjEt<f
z;Hb{)Yox~WvC6LTlvV7ko)<P9Hd#87mL{%0a6U*bqZKq8>))0t5+{TH1X+5(+gu<o
zt5Z_O!gZMGbb>vK12uRVg2m$|t5rX0wG}!9ju{6Rr?0Pfcp;0=z?^G$N}+aAMlYx2
zJDtbyu96xM80}3K<n~bNm{fF;xie2iDLkMiyXd*9So4JbcGz_`cd>_g7l6L1Mb%NZ
z$bd?O5pz3$;@kb-%{zcQqsh8EOVolc^M%Nh3?8}2yKaPVV3>e9ZB!^lRIP1N=RlaC
z1{@N7uIAvlL}v*#ynQZg?CPjkcLb}GZ@{UtA%?*T&8BREnMC;Bz^8-$AgKO|m5cs*
z_7Yc~A~>*rP}hm>mY;<DI>;4f1cB(|czF+HIqlm&m@0`j@=fEeT=(CKPlg)kOgHLP
zf{z;uV}9~IbeLFc4|G%EXtx4d3lZ1_9lIUBail0D)G1m{SQOxQ;rJQWKLH%uzQ4;r
z!Ps+b6RfkS!}Bo9Dc~-&S}ZJ^q0f`r7F5B~lY8bJFox1YW6^TrYkFS7T5vk|>1us#
ze{y2FL?N9BHYv-nU4N^p`abHx`k@o$i7BuS^gZA7)2m&>#wpAP{ycXJzIfm~3YG&`
z5Bst8n8~nmWtJnGF=eAkOP+hycxA-03c3#bU?8TuEIf%AkLI@wK@L`cXoat!(7>PS
z@j_OrzKJ|48}+35!Oa+r=53GU%DNjv*;{7HUtVF+y>5Sic);|d!XRcFl$}a1Ht`G3
z&*Cf0I(=C&I2Td&0vim)3sZl(6_wohMtCyc;hoZ1%X|-ymk2rqI{lub=7WYnyl0K@
zovz5^TI*MSOOWhRqgv25h8Qc6>`$5H$l?=jKj;XyslaQ<sO4G*<8r)hj-Ov)kcaOx
zRRb$5Vth31MgM5D^;|hr2kAezg%F#(hf_jcn;pX@8Wh7DA3yIqYy>}}lZV0k<2fD3
zS)`CnVE?;*V++kS{<E^ViM_yrTrOA2Ly8N)ln!0g3rrMoL_*5Y*XJDJCwQcs^{e30
z((gF^YoP5XaKmnGtBP1JnST#AZEc4!kcZr@*+qlQCSjx4a(r`7zdsffrXQVTFQHIZ
z;~E^4W0legH%<^Y7qlFJlskDs8Rj@v+8yz0k7rify~^QQS^8tufyOL=nb+J$t>f>+
zPW=L_ViBvh`*I*lOa-{C6D=;z!k0!65rIslvaoF9p>u>c(SQEML2|~dX6TQWP^HI5
zy)KrLIUMEZ>sU$7LumRN?7aStX~{$_B5a?gmc}*{&1ma-0qB1^abLPNPO=}GP>YRP
z`Pj+4g6T4!zPIyL?g4e>;<cUe#mX(NW8a_T$L@Zn2PtRG*G(>q96dk7DOQ~7{IXI}
zkA&r$MwDIvBrcl*`Z{jE6E_s;7`*^w-Tc4BhGzZ{tcBE&#$pj+OdW8bf9F}qf>=!G
zxS!mV@!iWj#^^S^JRkEpJ;!C#q^q%Z`Y47{Mv`|B7T43udTT-QX<%bI>}YZkDGXxC
zDbyW_d;8@Vdt@;1jLYI<g6C9#wY--G(T7vjSl-T7i8ZWjT;wMV4AV!1UJW)D7n+^g
z1XHrndGLzgkHmcu{r=LnNqA#D*IK~ze&T3L7d`9(@Hr%gKHB&0tl}&pKT42)_OLFa
z-c4(L8Gcr(pIp_gW248XjZtWUxkqSkstB;zh%%dO<uw#J$##ZlsT#0W!Qu`g8`N$C
zZme>)sE*EV9|}qq)mhazw}lY#*2=_M*Y3}GQhqH6cXR%#vwU7J>tF;v(fqYZIWCgu
zgbQ-kxK4jv;>~&(vU5)jIpS$Egpw|3)ai6#O!eP-nYDKCQq0+!>@->ORa?FNK+BuB
zQ}*Z&iBRLz^@YNZl8W99nWior@A6^Z-}0UA6%mnM40Gj;n6-CYWvagP{9mpJUss-$
zyGxW$TSwFzxo8Uw1pP^oGdail6hQXAE^GemogaR5R1T~UdzMui;4Y6Ny#V7Vta??{
zES_jM-+EKa`gWKs_j)T%wt~@VI&6HYo_@4TKGMRqFgoJJ=$7xJon4>&`l8&!oL@_o
zXSPBgtWY@<%o4#aRs)9v6?^Ztd0eK@9|bDNG9qfkL~Oj(`!UD0@pfDOcJ;gdhW18-
zPx?6FX1{9zZZJ-7uum!Hp4`6Z`HShb&Xv`b{PCjP)AV0|{;myMLG~YZ18#U54My~y
z7H<VR@azVd1sDxR>Yl#-4}OTl^WA{V5EA9x;pOQc-Ce8Sst$^Be?@Hr{zLzYJ#$_s
zQ<TwQ)LRmNul`+Ir#X$=aqZ#Threspsm)|)XgkP{rYP_B-Sv;thd8~#MUS}7vnldn
zlmDn)guzA|9|kL3!POqau-6A2Yy7J}O*=~>Jzu_q{6%1ky?tJ+Imc))m3dur`T~H;
z%IhM~V~*>2-rm3d;O!}6KVR;iYFnG!p1Vw@(9%0fN47C!y!ZOE&n$F_s?#Pjk?rf2
zdTDtU#oA0pz-7LH_7pjHUS2*|hnF3Iuksn<R`x&dN0;Gbek3_+*?ix-yj!pE^<;1s
z>fDw|Y!I-fc4(>)7-0LtGh~$;0}}=5xuvCWOZ4)mDaeP@JqLE??vv`l7XYT&_0MEq
zBD`ejo4*%6T=)flh_%1rj*A99i>0GIQ*UH`g}9yQNMTy~F7&5UM(vSydQIY8R)?^K
z8QQPY8JE$9)e|gUqKLit>MSMdVm*N|JQ%n|Jsu&;=`}7{!`x6EYd0<}_c3%yzf{10
zldC>7RvD>LRg6;^GnUdG2#rn4;B`RZ_(8n<uFg6=^*&V06fLACc`6S1VDrg~z`Ktv
zvpiDsgY$+F(^UE_M%*GoL&#3|7Xj{O>1$z`FZvn+J}jQzTReVPBiom(*oD*CPN@D|
zo-A`INGsP;%1*<t6Ww}U04d(pRB^R2b4x#teAn^YHN&%d@9=|Eqe>Yg?7C@~)#NgE
z%*Jope=>HkUM~TJ1itv}4$<#70P(!&Yd5z_^N!>YJ(})$hni8M{3fzvubu)ZDDSpb
zUBOWwr$I{x3kjJ8%W%vZE{9G_qI+=ChOL{WfpT82@RN4fTI&j=`X%vui+t6<AxALp
zXc~e=acu0Z!3WiHzVdN5p7AFSw!!?dagTX=LSobzD&6BUQy~={K;z=PJq4KSoCQ-H
zzgRDyOR@VS$%<~)Mn}<u?N6Djf_=<EA05;(H~gwk*rdUC!FD(K&(~i?=bGrrBL8?Y
zA&lGd>}g`Jze3;KiZl3>kr%8DtTyVyDG1A2(3T?kI$wSc{YK9(AuQ_Q6VUvE2aM1Y
zr^c>Z?B4n*9DAoDd{Khau$rS|PGc)x`MT+6BMDU<un9!5S~<Er^CV0tM^dbJQ8smd
z>^iuNAf=|<+0u5~a>AXXe%`Tq9w%QEz0h{Q%w#%y)`buITuwGk!4h&3O0gYV{B)Yx
z+pA=Th3w3dbE?^cna)c|!Gju_lU&x5+~4c?*>f(GD+Mxc34-w&PGmi*eazG!f_n5`
z_Vndh=`4H#Dqt&LY3?n}hVjn)70aIE2LyS><w-->M(`!N{pBw#l$^%~@<V{N4pWk*
z;%m({fkG3AZa-SVc2jwV1)!g!){b!trCh1WwhWJqv?|{P;Klq#Q-zA!{W|*z*1HKq
z1rJ`>BCFtZZo?IU8T>cpOL#%KVOg#BWl8IVfWCagpD9)gA61uT<V(Fi<UAr^hKE`z
zv_4j3fgQ^fIOyU*HXod>1-)G^V_A!!j!7*FPz}FT%TzO#0xIA<>2S-OZF1uFM&2oF
zTt_SkOpj^3<GyPWo?cv(_DJFmttDQ}e%5<a_n4j^*4Ti%4(1Ux%^or3)f_o?+`+%A
zZ7E-MyxZ|sr@$ecu~kgy!NvsXeds__&Z|w0bs7e*a1qxs>^Dv`pftnCrVZbxAE7xp
zaO{-F4RZFk>{J)&HaoFWCg`6mKisvJ+XH@Ls)sd&$x3uQn`rx<D9Q!7@%5b#6+cc7
zJT^L1InEl(o*5Cps$7PK?lHZ-`$(yAtKZv(!Ii*>^o4o^=3u_CMkrhQJG2)BPTY`p
z&S2_DlN$Ti<Fmg|xjyn3vzll*lI8%S?gLDZy*l>h<b!6NO2zwwGx%+u>k)UT&p+_<
z4cjIK$J(6Xa@)6*;jK72_O!_=#i*Tm(6*N?Mhiw<8&|Kge0H)=D_q{_IpMaU7{tUp
zYS59KFy5gmcOFIaQ?Wv&ThFSbrury>c!Y^VH6Lp;>aedbNP?cXF#kaOEH&B584~=K
z|0L};fI~dRDsBs$ylHWD7T*K)Fhs%1`ZdM%7FkZ10Z&AryaF5wT&9aU>N&{lL%0`K
z5IVjGcBW-QIY(8wKA=Ojmah-#PH4;Rmnz)osrMQP@_66iCFIjphKG~^-HubhFc4Ud
zv!(;rTvKsRNoPCw##cbnz`!?QEvE_q8AnIWl{Hyyf&8hrrsZPA_-q|h#gh|3jUyak
z|A|8pV|>$#2Gi3v;iL<|xL?i`Z3nbTYqmlN9lq8HKb$7EdoPMx_*<Hk_wBJhG|F_^
zPQ_@2ooS4)U%N5sK7b`ot~2QQ%fLDoq6R{BTDl@}EX3MU^)Jk=m#+j|F5Q}WOUPfZ
zT&!`fD6Mx9I@E~OwMEm$SF|d(@gji6a{$1#SkjvCe}a1nAR)L2kF@ki&pGeO-<hKA
z4sq@5HcA3p2by2Fu9{yqo&UCNXym*3veVmaYkhU2XRb}_c-jpQt@~>pC#yQI2j3->
zHrotWQ4J5uCZ$ZfDLl>7TW(4(H}}HyJEUb;hSq9kn@fIms<1B$2MB^2>Tz_HPNrW#
zMG;;Zh-lf2s@4DpvEGbecS~7u<&;s%?D_t3M-gw+Ea0lOY=UEgiqiQA(Z56mTRnN~
zSOddBXu{zFCHUf0cO}9$W7o0rB2Hps6>pEWs24mOdLjEID2rQnLa-T*Lx<^)rOQhC
zQ;z{j%LL>fGmuWp`tLdo9E2>fx%)G$yZ+IQ>pv~inz4U$xh~X4D*|=x+@J|NVPg9-
z<Ne6X4(+;4Z?>4y`F*CbY62p%ZN|<GmTqNONQ<tU&NtZ%ws_EiD~wr#EnL9&?em@e
z_nS4RbwdVD#&@3)N8HneYr*gf08pbud9>rp1;8OMO&jBSSNe{#K&pO&E2iE~8@;ri
zXlm)r$FIbg`vf(HE$%Ev@{5e*+h8n&1>9w%W!5h<PI~4pQ<=H7d2Y}%eM_=1ZLWmY
zl*>gDOXg^t8l!$1gQ3;A4B5+YnE9)>vhu@kx?85_y0aCFx*1hM?JRH!qPJc$1`m}w
zvR0ui6O1}Q5vy?8<-Gb=(e=}aYW;LVh%x3nC(TjtJMW5^l|YBgWs}NlUVRl0F@uRr
zDAd`6UP6D5z40k(!(+Uavy4xP8L&uQtzSA;8_pw^S&io{eS7^IX2-1z#J2_K5t#{%
z-U926#grwbX*q_`P~DAI=J@F8B1X_I;^iFsY>ACeuhx^cBHmfsSGZ*>g@^uFs?X?{
zlE?9v8gCm`@W_nszlycr)P(<d+uml$0!uAN9F|E~J=aWD*~=n)Q{ElI7`890X}|3f
zhS4&$(qupV`_ua`5vn#GOF2D%Y*mKqdnEx>Z|j_D{SH#Pu=|zmKAr8VZLOsixi?}o
za}SxqZ?)$hKa^YQB?s(Hp@gT?ODQ8KqPxtaTULY#Yyt}UzGqX)6LWM;`puZC2@GA@
znM<Ncd7JLJu=E~Fm~O<!EPs3Ah=`=s(WHYcakzXo$1vPxDK~OE=A8AHG;udbW}&O+
zM={ty-~bJ3tgwC=AAhD9OO&6N<Ody{+~hTrUQMYGBR<>-@=PGjj#g&aesY<r6kZsE
z`)K<VCnOiL1{_8SZGIV&^Z%R;*zZnfbpWN(X&PZ`<-Dp8>BmX2Z!EOBjPpG`vin^x
z6L|Dpy+pKHuHPAZveH}+*83(yt7O5+Fa<7~k|ipL>%B?6elO1RoMNea8F`P(xHqAD
z;Z3Oa`l3KEa2h@Ld$n~tF0)VEJiuD2LSZ{Opq@@-&O65&Z&PWy!XGz~Sz&yTb3&(0
zl-Z*>s+(&tY2E<!ng`M+xp~f%KxZXIL`Akjoh|^z+P}0<u!l2`TLVuL71Y4lgTMeP
zL2i5wp?QI;t@r|<`!4C^$vJgZF}`%qhF8}H&76!b_KqJ)3}|!-GTlyU#2XU#D)vfv
z6s5A)#f{~Cck_oZmBCiL8>*?5u7E3VjQ?fe{|Cg&tL0F)3D=4jrq4JXgN_Gv-6U@R
z@;7F=S@wrVNgiTQ?vvkLWOfcJASObFe5t$8BsY)+5t}jH8raQp0l;I*-WgN-*YH#Y
z{`_hs^7wx1c?vt{eu2(A^4j`)#Jfeob4ua&=uvqszjSA&G%(@Db?3p63Qg&jt?Adj
zMqgKt%g&?`ma%B220mn&uokYcbrXyo-{U=VyZ64oz$iY2A~vfWou1tP1NlXjYdIt;
zqOB->jx|8x`<c((tZ$)rqdJ7vF95ej_Vowsh)G8}I<3;Nfo}SaKpRN7%RT0eJr(8@
zmQZQ;JI<!_M)vD6?BN#x!?N^qM?r=YFXeQ`J8lnnKPIQhp;+}?C9~7CH0~v?H&wfE
zji8qkLuK_a4@TyksW>#No5VRaE4*A~z<H1~5A}_jE<x*?5MkZz_pbRA$vOG_xvn`g
zQu<oMN;9g}%yl6@)mmFB^Pd95*uVY{g7fdQ_Pr}mIEebi%UbSaJCt{N?*c$envnVT
z^8Z85WszTjU#2bqM@jC*8BxkUn-_pHAnC=Cv=gl&t5ck*slekgQ;MDSt_W#Qhjr!T
zObQL=L7yg7Xc}xtUB$TsRMuD@Y3>~}4tos{35%s=a90Z|eFPg)Ykxg1A*<(~Y8j?t
zxNoTMOt(A3ltb~;i=XZZO0VyzHSy73Jijvhpd3%6;hS*Bmwt%3j_gSn(8PG5VCt+0
zTs2S&kxHABQy8r!+HTkB&DFo(H`wGbzZW_oBHLXWA{wNaa#t#IWGvY#P<DNM+2I>M
z-)giaPW&3G*cm{DX7{_M-Nz#EquXphCIp+vQ_7PHsntuNWxyG@=E*qW1T+dEa0z}b
z=P^AERsEFWm?}~k1W9G62}*w|a_eNLn81btRdp6YNTuGt>e-%YvT@B_V^&&DtTAmy
zeN6|${OH<W%kh`e{P(Yak2c&yy7rsFdC>(R?oYQ9oJz$w27v>o-$Lp5E4^cxklnQ$
zbDNJT>(w>(zz8KJCB^mFeP#&}7+i>ypzz<VL`zB>tAO|IWURg?n9Qs$Wk>|K51wy>
z-VP9g(KW66Y}MT~{T@LdM}<Hb9nvxawNJDw6NUGZ#P>x#HWQ@DW}lpZtUy_Q2y2Y=
zvZcGT<|chS2xFk7X&|hPH>bv}JyLG&ZE`&`_^B}tN(+5ey<sP=YuN{#Ni~Sl&K)>p
zJ@II>4q6v3-#f#3|KRoc>7fvppCxiuHtII<X(qT8H#QF+@~Tfd<DI~;<(gFnjX^7X
z2Z0@(84ZtS4_;XL`dxunGV8N?`Ts1N86`?_S_B|HQ61hGth?m_zg8)a+It7n#}B_3
zUGe-;u=zcsuc>5&RP*QGPVbn-1cc}1Ter#13=(VIp2D4o+IN#|SXNVAA;JV`Yt-WN
z_ZNV3rWD%4dv(;%2Q`mPFiRaKaXsJ9<!8SyZF&dszbWyznb#w@6@Hx7sWp&eh}3Ma
zYR%$Myvg;Trkqh^rP#2Acapn)fo){4FI<2i$2B{jCP&Nl+T+J99d;M*(=P`rqBDSw
zZHdhapu<}_-&$YXy?}TLjpYy=JEGPawYs;(OMu{wYi0P+HXVMZ1UFa{Blv|SW~@xc
z0E0&<F=<(ZQ&0KbXmrG`)f={QLB`u|s!OwPBrlZ0OsL?aeui2i)&ipG0=+O3H>b=o
zci2E0FpN%jxHt^psO;?BCNr1%u`9)ARt_xJ8#44AzPhDsnY!E+uSGO=Gn98MORpcp
z3&1kV785ZnuWD=Ac4hni%qV2@vP$=pLO3{1XQ1g?E7HF~L;|k*SKvP#3l(h8<a$`o
zfndR$&+%VBeZ*Df7>WDwy4;mI1#VO+(G6K;GU445O7$ivrADwwE&T3vpbpx`?CtYz
zhnNJdNYQ0KwLHv{uq^a><>SRjK6EZ!@9^rb?7ZKIf!E3g+Is#e4ZA_+#+kaan4LtT
zpUL8g>*HQ#gDxgnWaB_Zfu0BL)T`&JHU7Qv9;6+D+OCn$TrE_@ma2k`T8k|vJW#n?
z-~L!KU6pz0*CGj)Q%0IlP99)d+!exFUl;*r#IL#Ch@w^zhbX$4{#d?-T;Irw3F=D+
z2MagMAMv?wKfXHAwXJD6JF1OMiOSU=yv3OF`;S(RR-NWl2IG|3QWs3~W9DKgCj>RZ
z)8DdxG;B>}?ZNR7AZvDUKP2uCC<VytEJXh3)6-LA(yRAYo)Bnk{5J1AlXsiDOTNTH
zKAMFco0}344YGAhDM^J@S!PGUr}y8Q<>+DX+Zzd5pf^R9H@kymSFcORFH$37Xh{?J
zEG)O0h_lQio+t8m0$AoHEeXyF*)2D$jMTTAJO)AI>tcgCauf?7i|^x;&eQP%1%Zr)
zw-a5R+-sR;<ys=t%d7}7OI8A(W$AY;UT*4cvX?mc8@Pfe(D|?;1KleH3p%}uK3t1p
zNA2HVRUE3iFEoCgedRJSzRw!yo;Krk05$sctRVUww=0irnln-u=+0zHsyG8Sq&fUP
z_o82`Jq1pNT<rq(Gn%a7;@^Ghz&I+*+}rm<+l2?s)5lLb?1KZ8!aQ0mgEq~cqwRk+
zNE&_6(L+y%h*4GL1+bdBWjL3#>zN3<VWi!iK1j+r+B{{Q{qHxN|D5w*HlpsY|5@b!
zC{FhGE>rHo-#Tuxil_faZTzz`3ez*<yM_zE&s!6kfA6>{D*jpIzl)QZtQc~;HaFe2
zIO^FH?O3a|sn(CY%y9K5yPg4XWjB-9^J-{}$2VhnTlMORNAWG#pO?x9RWwI`cp1*a
z0~|K`kowK;G(_EMNNJ}(H3(890Q1@n*7Q!zO-kwUa%x&yyF~b#Z)A&0aO`wJkedb#
z5Gkxv%$JBAIRE2v5BZI@lH>j~N23xe>8)_>8<=vBmudRb&-e!5c;Ayoc+g1V{>JpZ
z!t3s8r#WoI{fJQ)R(bn-%QZZYJ@WHq;PFKo`3p~;7PqsGs~$=#;MY%!zfKl^Z%OSa
zGM{5PS1#Jz&Qv*wNZ#MM^zw(tgTvXLFGiKyu`gh;9jm~T2;0DWhUn9~WxG=ccL_az
zizhu71@30V0DSMHV=d*Vb*7L;MI`+0yNJw?yw4Yai14$HknonXU*C2Erv`UU<p^U^
z%E|=<($M;oQNuj`wvf+1vOkt958rn5K~Ee4qkdaLrl=M<y#03$-^62n4H5sPzbXI1
zUn&k}?cKQL?jp-(r#YsCIXx(|6dwk=W1LD~wh-jUO2lxj<FPh_%`?@=$;^ymM=&@o
zEG_PoI%P~Voj#`Wrd0kn`g%LO^SMGpzsaX>uK+ikzy2*^|2FkowULLbEkAP}Zgr!r
zp{kV7eFhE-(9ID?T>#1~^>dq=5hn(Gjy9=V)w2f^*z&8*+pJE)rWSGNKZWaO9<B6Q
zuoS;+$_Zd6?b*`^GF}T~zRz)oY@lk6X`=O9Ui`fuR5-=V2}Q2dk~ZT6<rhjC`^eY8
z>-Ukbyq9tUs1>0MAU^%i&QXhYZa?VHS8_HN%ai18k`Sa}FK0TQWkf1%%GVBh#UiCi
zTbYa*X4=N41Hm@xw6wHq0jv{c!CcJjvQrz)9&+D=%`zr9`U>m=(pCq2vr}3K)_!0J
z0_h&n%GAmft)&qFU7(uosI&ks4lrM-Cmu8LxQ<Ld2uD<(XhuS5OH!K`cIgh65C<5!
zW<=pQ@iqE;LgHhtcr_Ng)y;-W<y#^%Ef^!K1_wqJR4Zz!@zWk#GOcp;gLKt-2u}5y
z^;Naa&=j94V&J#fnxw<@^1T`NQ_NU(GvXS2jT|uc(U5geS9Pci?#6egK^~%2O<R%F
z3EAz*k~jUTL-|D^LwB9AmoQf~e*ALGQt76Q`EuS%#G01-N@`)WHl|2}70+llOabxd
zOL2_YIS3CjXu)o)8To~18YuMaP7KWS5u(y-zRO}a(soyxoPCKOCvPt#IO{$$Zz=hb
zdG^^$JS|?p)1hjYY5n1R17F#so6Kya_glFUiu1olf{eAdMsY~KjnfU7Q4*^PG7e5f
z1g+VFd5-l?>f7GkA11x2)irikqw~1~Fe<N9f~Q&Eh+`YmKpX-*SjoU?P|gJ)C;L@0
zh1%Kk#tVR!=6T<hC$?4_!*bdj4*>x6+kgjIb2dx@i*i*jl(Ys#*6ZA9zcnLS1Y6xi
zwo!rNDob|9)>rqX)%R5YaIY+_&Q2nHrWSOXknp5WkyZhx6{T4B1Y0U>3fTC$t6cz$
zU`t>(*75<k<UK$Vjz_$A&060O<=AI?EwHU{GTw6rbU^DiwU^C!Wh~oUFI{+wHgEel
zEQi5)ve3De=>rsv$&KdO^g^tDp{OTA3@5r5NT@Dp!=n~wV@=DZ<U|{DOt4mJ%WiA&
zAPK&nE@=(?ia3>C^iD|GWI?&?I%W`!@ZZ13`#G~w&!CitNvqVLh_OP9MeH6ZgQKxf
z-YS$Zt6#?EEv(Yn*t-ql9K4CLU)H17`mhTi`#poHQ_t%f{AUZ@B1p?5$9?2{%nhjX
z%TXgLDc^6?%dLGKu4jGY5~6fVMsaPt^V;oS>Q+T10+B2BL5We7qB?ujH}}@qkG{`z
zckOw9IGI}62Lk}ms;7Sq<-beFUOXQCq!4Vh_>H3>S#-$wyPk7r<!s~lb2E5FDU)Y_
zS60O295{12an{yaH!0<NZ%%!Bk>3U2hWV^eBHAQ9yL@kbi+@ZyEW^Z(j#fZ4Uaic{
zf;0D^Y%DT0)T()YuiP)i$>|}&+o@W&ZhbE_{j|7bMK26`&8@?tGP@cQQ@98!!>&7q
zQQ4~gNKNBfeEDbpEpK5}*9l1~r;ib1U?_Eo%IEM`33+aQpjl-7;>e=q1X#B0pwe1b
zENhpUM#<r}%>m)Yct1svdUwN6ta5FLoHS@cq}NMAiSw?Xl~3A?BNk~SHtAft^S}|v
z-Jn?He*r++RUnO+XLM_O`>!|>zM46NgssU5twl)QBin-3eYp*93cSbtkykv3<HWk5
zusNWoh2zXGHc?>Of(pAbajix42eBSwDhSiyvRBuGfINi_kZyhrkTjs9tJ-rmg9R6f
zk@BMw&!amc1m>4I_1bHJ$6h7kaxFqpVHOH-svz;ST%ELZND7p1?Q%t-P(b7T4#_?W
z&Hx$(wVoPqX?LBs@G#DA5`U{FbBA3p&s*Ah{1}KT(6Pg46F@aai_F}0Y1Ny&aJS4D
zs?9tfo^Q3o?M|2;S=|cXT)jVLLumYqpm{xwt<ki%Cork6Dgw-|_q9-(R~Mx!S~p5}
z0ns8xb<{8CfH}I6IoI)O-`rtwd70@6F4KM1t8{ucD2FdWzIh>*%uX?B8xKn+7s*b7
z;8X*xZgL-9`p>4a_v&Ia{a;%lMNJiBkX^-KP+8BwKF_t<*s2Y`<+}+xT`jEQt#d?s
zCE5V~8Go~V3G@xfbx%;rfQ(=14pR&kCp1>J2Z`&Nml>vN&RnZsZz|aLUle6#uJeD#
zk*kXK8Y7m66<m+bVMXb`91AZdFd-$q_lxV-(#Ho}ACXRx5wj%3uGShA@t2R5%A*TI
zSJG&v>0lVJ@g5HkuZ+x^md2Z(bqfv);t3rs(6_z~E1ijIq9cNz-1XhWF<CjGe_$13
zm=eHgq=loTo}LqyTU9F1=7&eJi?tZ+cL>>%!-wt<mW&bp=&-N<tmiS>x9*2qmo3z7
zzU=>H`2YMaU3#&&kvtPZ58JcKdnO|<))79XDph%q7{V?rIsEb<I%_FUBCj_HnaZ37
zHYAuJ`Fc6-HShjN`9bV-mTg`WC)^lnD;q(}n}}@0dwvOAs%rd{dd_xIq+y8hy#SnC
zee4(dXTiHnad&y?KOZ_Ue*Ok6%#l0AF>MMB|M{{v6&bhuQER6l$XRDO7m7pjgL!Oi
zsl$)tjsg~D*k%>z);8XHA0d=#N}8;^MD=bUf^sBe?awR)fLd<G-~9wX|Fvrj!Kh@R
z{<#PAl{#EzY&zlL+J10%@#LFLXob-FpMXo0mns*zE`J=J#7WFXE(S+$$(PS=Z@NpV
z;kxB#o%Ox0gLnk9gFX%F)a0gasme0FPFPV%^|lv_u<jw4pmNX;7FvYeEVr;e)%?rS
zF^Z1qe(s}`;$avq?eR|cxa_?~8T|pnGEIper{F$<vsw$m%2Zfh6(l{MFstDwCxr1s
zr!#_Q)4lliT(`Z&=j}4*TeDCn3u8G^R?IPBr2(LXm42$YSw>)TT5yJZ=IL;EW`-~@
z%P4#OW@Z^(pnB>yf8gTBMR)K|av!lC<Y(L^q@|OeoIz796r;R;-CNKhLD6d`z0x_^
zj_%zp(#gS8Oy6e5ZBMo(5$lJAsSi;imF`;cJn90d{$!OVO5o0eF{9ul7WpiOh{OQ5
zv_M`HRjM}V-cns(m7QmN_)L?vDDTPvy0=*zV>S*XGMKyVeRhiw&_gWC^*>(LCHNq`
z%hC|J4-noK6`Bt^-_AW*YQs-a3_rT#@^RaHna~!Fy6d_9<=xNl&~WT1Yy*WvmEt^|
zR2;&)%7+@H<!Wu=y5jCPA?rU^cvxIrD*L>g4fen(efSciSuX3^$j?ph2Si2oimk2~
z!Yp&<TN9;EbKJ!tSxWAzFP+BY_Qs=2gmsh)Mga6$q@%vnFOJFmBja*TGvX)3e^pg;
zjoi71f35C+bD6RCgvVvuOz>gTNj)~|{-2~l)wAK`^Y$mUz)i`TLR*v90CMG?f7gNk
z7wBZneYO)Bb0-v0CqeP|;f|BD;cV7P*mMX%vk+0%raz>-$Ni7doLIy$x!13_*i*!f
zqZEfGnyqJE7#v+3Mv5L2UN)xNf7a6({m)}LvwVXn7yZ0nbQPrT)z{*YlvKXsfFU&R
zrqj*dD$-8hSBRVQgPdp06V6E6MTy=<NA#3<B%#qs9mRL3SB}qh9hK9+1J+A<owv%Z
zHMQ;>ezg~<=>;IjH+(s+-JW8Wo;$`QE|>}v&L@}_o20ukLKM6mPG-#`UckIH;8d6E
z()2sa)mrnD!SSyAa_rOdz!{Wd8n0Bzksta!@)30aMILSW=nRgC%A7GAPpwd9D8<jo
z$jICS<z(00cg|Io$(1wDCmlKe{FHP&oaM?6)$%#5%%LcKmF2kw?B44~QRw^6mUU<*
zp7{%R(diPU@t9N8SX|=SK=cKGMSe+f8t*ioYnH(N2S#ujXgrF!@g!txY4JqCF2Zx?
zr0g|7c=G;#Az1%T^d>W#*W@_996VAlixK&K{-Ml?cpJa~-U|Ol+nahR-bb%hoUs*c
zSHc<(bz3f#k%u>|FUk=#B?;(9zaE3jPe+%1UNas(z4H2_ZN4^#Xe!H3LhV~<<hVtp
zh@kO;Nbz@_)Q+d-^EW9?Z-%MB_bzq(0Ic;Da^4GuKQa0Tjif33ubM84JbrvW`2P>{
zZ{GjartLWFaL6j1liYhg%VSz7NMb;%i_UqRQUGW`?=*q+K%t^4ZQh5=&v?ma=4w2M
xrsXFcqy+J7@<^%!s8pOzY6znR#%w%H&EY09Xe67{GT<`&_pY4(E!@1A`d{9?1l<4t

diff --git a/chapter_02.tex b/chapter_02.tex
index 8823da5..16cb2f6 100644
--- a/chapter_02.tex
+++ b/chapter_02.tex
@@ -254,9 +254,33 @@ The given approach of the steepest decent algorithm in the subchapter above stil
 The result of Equation \ref{equation_j_lms_final} can now be inserted into Equation \ref{equation_gradient} to receive the LMS update rule for the filter coefficients:
 \begin{equation}
 \label{equation_lms}
- w[n+1] = w[n] + 2\mu e[n]x[n]
+ w[n+1] = w[n] - 2\mu e[n]x[n]
 \end{equation}
 The LMS algorithm therefore updates the filter coefficients $w[n]$ after every sample by adding a correction term, which is is calculated by the error signal $e[n]$ and the reference noise signal $x[n]$, scaled by the constant step size $\mu$. By iteratively applying the LMS algorithm, the filter coefficients converge towards the optimal values that minimize the mean squared error between the target signal and the filter output. When a predefined acceptable error level is reached, the adaptation process can be stopped to save computing power.\\ \\
  \subsection{Signal flow diagram of an implanted cochlear implant system}
+ Now equipped with the necessary theoretical background about signal processing, adaptive noise reduction and the LMS algorithm, a realistic signal flow diagram wwith the relevant transfer functions of an implanted cochlear implant system can be designed, which will serve as the basis for the implementation of ANR on a low-power digitial signal processor.
+ \begin{figure}[H]
+    \centering
+    \includegraphics[width=1.1\linewidth]{Bilder/fig_anr_implant.jpg}
+    \caption{Realstic implant design.}
+    \label{fig:fig_anr_implant}
+\end{figure}
+\noindent Figure \ref{fig:fig_anr_hybrid} showed us the basic concept of an ANR implementation, without a detailed description how the corrupted targed signal and the reference noise signal is formed. Figure \ref{fig:fig_anr_implant} now shows a more realistic signal flow diagram of an implanted cochlear implant system, with two signal sensors and an adaptive noise reduction circuit afterwards. The target signal sensor recieves the corrupted target signal $d[n]$, which consists out of the speech signal $s[n]$ and the corruption-noise signal $n[n]$, whereas the noise signal sensor aims to receive (ideally) only the noise signal $x[n]$, which then feeds the adaptive filter.\\ \\
+AAdittionaly, now the relevant transfer functions of the overall system are illustrated in Figure \ref{fig:fig_anr_implant}. The transfer functions $D_n$, $F_n$, and $C_n$ describe the path from the signal sources to the chasis of the cochlear implant, where the sensors are located. As the sources and the relative location of the user to the sources can vary, these transfer functions are time-variant and unknown. From the chasis, there are two options for continuing the signal path - either directly to the microphone membranes of the respective sensors, represented through the transfer function $G$, or through mechanical vibrations of the implant´s chasis, represented through the transfer functions $A$ and $B$. As the mechanical properties of the implanted cochlear systems are fixed, these transfer functions do not change over time, so they can be seen as time-invariant and known.\\ \\   
+The corrupted target signal $d[n]$ can thereforebe mathematically described as: 
+\begin{equation}
+\label{equation_dn}
+ d[n] = s[n] + n[n] = t[n] * (D_nG) + v[n] * ((F_nG) + (C_nA))
+\end{equation}
+where  $t[n]$ and $v[n]$ are the target- and noise signals at their respective source and $s[n]$ and $v[n]$ are the uncorrupted target- and noise signals after passing the transfer functions.\\ \\
+The noise reference signal $x[n]$ can be mathematically described as:
+\begin{equation}
+\label{equation_xn} 
+ x[n] = v[n] * (C_nB)
+\end{equation}
+where $v[n]$ is the noise signal at its source and $x[n]$ is the uncorrupted noise signal after passing the transfer functions.\\ \\
+Another possible signal interaction could be the leakage of the target signal into the noise signal sensor, leading to undesired effects. This case is not illustrated in Figure \ref{fig:fig_anr_implant} as it wont be further evaluated in this thesis, but shall be mentioned for the sake of completeness.\\ \\ 
+
+We assume at this point, that the corruption-noise signal is uncorellated to the speech signal, and therefore seperable from it. In addition, we asume, that the corruption-noise signal is correlated to the noise signal, as it originitaes from the same source, but takes a different signal path. \\ \\ The adaptive filter removes a certain, noise-related, frequency part of the input signal and re-evaluates the output through its feedback design. The filter parameters are then adjusted and applied to the next sample to minimize the observed error $e[n]$, which also represents the aproximated speech signal $š[n]$. In reality, a signal contamination of the two sensors has to be expected, which is represented through the transfer functions $H_{sd}$ and $H_{sx}$ in Figure \ref{fig:fig_anr_implant}. These transfer functions describe how much of the speech signal leaks into the target signal sensor and into the noise signal sensor respectively. This contamination can lead to undesired effects like signal distortion if not handled properly. Therefore, these transfer functions have to be taken into consideration when deriving the overall system´s transfer function.
 \subsection{Derivation of the system’s transfer function based on the problem setup}
-\subsection{Example applications and high-level simulations using Python}
+
diff --git a/chapter_03.tex b/chapter_03.tex
index d194305..52d9ff1 100644
--- a/chapter_03.tex
+++ b/chapter_03.tex
@@ -1,5 +1,2 @@
-\section{Hardware and low-level simulation of different algorithm approaches}
-\subsection{Hardware description}
-\subsection{System setup}
-\subsection{Low-level simulations of different algorithm approaches}
+\section{High level simulations}
 
diff --git a/chapter_04.aux b/chapter_04.aux
new file mode 100644
index 0000000..08de2d7
--- /dev/null
+++ b/chapter_04.aux
@@ -0,0 +1,139 @@
+\relax 
+\@writefile{toc}{\contentsline {section}{\numberline {4}Hardware and low-level simulation of different algorithm approaches}{25}{}\protected@file@percent }
+\@writefile{toc}{\contentsline {subsection}{\numberline {4.1}Hardware description}{25}{}\protected@file@percent }
+\@writefile{toc}{\contentsline {subsection}{\numberline {4.2}System setup}{25}{}\protected@file@percent }
+\@writefile{toc}{\contentsline {subsection}{\numberline {4.3}Low-level simulations of different algorithm approaches}{25}{}\protected@file@percent }
+\@setckpt{chapter_04}{
+\setcounter{page}{26}
+\setcounter{equation}{21}
+\setcounter{enumi}{0}
+\setcounter{enumii}{0}
+\setcounter{enumiii}{0}
+\setcounter{enumiv}{0}
+\setcounter{footnote}{0}
+\setcounter{mpfootnote}{0}
+\setcounter{part}{0}
+\setcounter{section}{4}
+\setcounter{subsection}{3}
+\setcounter{subsubsection}{0}
+\setcounter{paragraph}{0}
+\setcounter{subparagraph}{0}
+\setcounter{figure}{17}
+\setcounter{table}{0}
+\setcounter{float@type}{4}
+\setcounter{tabx@nest}{0}
+\setcounter{listtotal}{0}
+\setcounter{listcount}{0}
+\setcounter{liststart}{0}
+\setcounter{liststop}{0}
+\setcounter{citecount}{0}
+\setcounter{citetotal}{0}
+\setcounter{multicitecount}{0}
+\setcounter{multicitetotal}{0}
+\setcounter{instcount}{18}
+\setcounter{maxnames}{3}
+\setcounter{minnames}{1}
+\setcounter{maxitems}{3}
+\setcounter{minitems}{1}
+\setcounter{citecounter}{0}
+\setcounter{maxcitecounter}{0}
+\setcounter{savedcitecounter}{0}
+\setcounter{uniquelist}{0}
+\setcounter{uniquename}{0}
+\setcounter{refsection}{0}
+\setcounter{refsegment}{0}
+\setcounter{maxextratitle}{0}
+\setcounter{maxextratitleyear}{0}
+\setcounter{maxextraname}{3}
+\setcounter{maxextradate}{0}
+\setcounter{maxextraalpha}{0}
+\setcounter{abbrvpenalty}{50}
+\setcounter{highnamepenalty}{50}
+\setcounter{lownamepenalty}{25}
+\setcounter{maxparens}{3}
+\setcounter{parenlevel}{0}
+\setcounter{blx@maxsection}{0}
+\setcounter{mincomprange}{10}
+\setcounter{maxcomprange}{100000}
+\setcounter{mincompwidth}{1}
+\setcounter{afterword}{0}
+\setcounter{savedafterword}{0}
+\setcounter{annotator}{0}
+\setcounter{savedannotator}{0}
+\setcounter{author}{0}
+\setcounter{savedauthor}{0}
+\setcounter{bookauthor}{0}
+\setcounter{savedbookauthor}{0}
+\setcounter{commentator}{0}
+\setcounter{savedcommentator}{0}
+\setcounter{editor}{0}
+\setcounter{savededitor}{0}
+\setcounter{editora}{0}
+\setcounter{savededitora}{0}
+\setcounter{editorb}{0}
+\setcounter{savededitorb}{0}
+\setcounter{editorc}{0}
+\setcounter{savededitorc}{0}
+\setcounter{foreword}{0}
+\setcounter{savedforeword}{0}
+\setcounter{holder}{0}
+\setcounter{savedholder}{0}
+\setcounter{introduction}{0}
+\setcounter{savedintroduction}{0}
+\setcounter{namea}{0}
+\setcounter{savednamea}{0}
+\setcounter{nameb}{0}
+\setcounter{savednameb}{0}
+\setcounter{namec}{0}
+\setcounter{savednamec}{0}
+\setcounter{translator}{0}
+\setcounter{savedtranslator}{0}
+\setcounter{shortauthor}{0}
+\setcounter{savedshortauthor}{0}
+\setcounter{shorteditor}{0}
+\setcounter{savedshorteditor}{0}
+\setcounter{labelname}{0}
+\setcounter{savedlabelname}{0}
+\setcounter{institution}{0}
+\setcounter{savedinstitution}{0}
+\setcounter{lista}{0}
+\setcounter{savedlista}{0}
+\setcounter{listb}{0}
+\setcounter{savedlistb}{0}
+\setcounter{listc}{0}
+\setcounter{savedlistc}{0}
+\setcounter{listd}{0}
+\setcounter{savedlistd}{0}
+\setcounter{liste}{0}
+\setcounter{savedliste}{0}
+\setcounter{listf}{0}
+\setcounter{savedlistf}{0}
+\setcounter{location}{0}
+\setcounter{savedlocation}{0}
+\setcounter{organization}{0}
+\setcounter{savedorganization}{0}
+\setcounter{origlocation}{0}
+\setcounter{savedoriglocation}{0}
+\setcounter{origpublisher}{0}
+\setcounter{savedorigpublisher}{0}
+\setcounter{publisher}{0}
+\setcounter{savedpublisher}{0}
+\setcounter{language}{0}
+\setcounter{savedlanguage}{0}
+\setcounter{origlanguage}{0}
+\setcounter{savedoriglanguage}{0}
+\setcounter{pageref}{0}
+\setcounter{savedpageref}{0}
+\setcounter{textcitecount}{0}
+\setcounter{textcitetotal}{0}
+\setcounter{textcitemaxnames}{0}
+\setcounter{biburlbigbreakpenalty}{100}
+\setcounter{biburlbreakpenalty}{200}
+\setcounter{biburlnumpenalty}{0}
+\setcounter{biburlucpenalty}{0}
+\setcounter{biburllcpenalty}{0}
+\setcounter{smartand}{1}
+\setcounter{bbx:relatedcount}{0}
+\setcounter{bbx:relatedtotal}{0}
+\setcounter{parentequation}{0}
+}
diff --git a/chapter_04.tex b/chapter_04.tex
new file mode 100644
index 0000000..d194305
--- /dev/null
+++ b/chapter_04.tex
@@ -0,0 +1,5 @@
+\section{Hardware and low-level simulation of different algorithm approaches}
+\subsection{Hardware description}
+\subsection{System setup}
+\subsection{Low-level simulations of different algorithm approaches}
+
diff --git a/drawio/ANR_implant.drawio b/drawio/ANR_implant.drawio
new file mode 100644
index 0000000..0535136
--- /dev/null
+++ b/drawio/ANR_implant.drawio
@@ -0,0 +1,217 @@
+<mxfile host="app.diagrams.net" agent="Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/142.0.0.0 Safari/537.36" version="28.2.8">
+  <diagram name="Seite-1" id="BWOSVWQKrhK0Pcg9Olm2">
+    <mxGraphModel dx="1426" dy="863" grid="1" gridSize="10" guides="1" tooltips="1" connect="1" arrows="1" fold="1" page="1" pageScale="1" pageWidth="827" pageHeight="1169" math="0" shadow="0">
+      <root>
+        <mxCell id="0" />
+        <mxCell id="1" parent="0" />
+        <mxCell id="qO-CM7M714h87kHfMT8G-5" value="" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#f9f7ed;strokeColor=#36393d;" parent="1" vertex="1">
+          <mxGeometry x="510" y="200" width="520" height="480" as="geometry" />
+        </mxCell>
+        <mxCell id="ngw2JN3qWJ9t0b-mEEB_-12" value="" style="endArrow=classic;html=1;rounded=0;exitX=0.13;exitY=-0.031;exitDx=0;exitDy=0;exitPerimeter=0;strokeWidth=2;" parent="1" source="ngw2JN3qWJ9t0b-mEEB_-9" edge="1">
+          <mxGeometry width="50" height="50" relative="1" as="geometry">
+            <mxPoint x="650" y="460" as="sourcePoint" />
+            <mxPoint x="770" y="460" as="targetPoint" />
+          </mxGeometry>
+        </mxCell>
+        <mxCell id="8LSkbo7Ni411-_OUStLd-1" value="" style="ellipse;whiteSpace=wrap;html=1;fillColor=#ffe6cc;strokeColor=#d79b00;strokeWidth=2;" parent="1" vertex="1">
+          <mxGeometry x="690" y="230" width="80" height="80" as="geometry" />
+        </mxCell>
+        <mxCell id="8LSkbo7Ni411-_OUStLd-2" value="" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#dae8fc;strokeColor=#6c8ebf;strokeWidth=2;" parent="1" vertex="1">
+          <mxGeometry x="670" y="480" width="120" height="60" as="geometry" />
+        </mxCell>
+        <mxCell id="8LSkbo7Ni411-_OUStLd-4" value="" style="endArrow=classic;html=1;rounded=0;strokeWidth=2;" parent="1" edge="1">
+          <mxGeometry width="50" height="50" relative="1" as="geometry">
+            <mxPoint x="770" y="269.5" as="sourcePoint" />
+            <mxPoint x="1130" y="270" as="targetPoint" />
+          </mxGeometry>
+        </mxCell>
+        <mxCell id="8LSkbo7Ni411-_OUStLd-3" value="&lt;b&gt;W&lt;sub&gt;2&lt;/sub&gt;&lt;/b&gt;" style="text;html=1;align=center;verticalAlign=middle;resizable=0;points=[];autosize=1;strokeColor=none;fillColor=none;fontSize=15;" parent="1" vertex="1">
+          <mxGeometry x="710" y="490" width="40" height="40" as="geometry" />
+        </mxCell>
+        <mxCell id="qO-CM7M714h87kHfMT8G-4" value="" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#eeeeee;strokeColor=#36393d;" parent="1" vertex="1">
+          <mxGeometry x="270" y="200" width="240" height="480" as="geometry" />
+        </mxCell>
+        <mxCell id="8LSkbo7Ni411-_OUStLd-6" value="" style="endArrow=classic;html=1;rounded=0;strokeWidth=2;entryX=0;entryY=0.5;entryDx=0;entryDy=0;" parent="1" target="8LSkbo7Ni411-_OUStLd-2" edge="1">
+          <mxGeometry width="50" height="50" relative="1" as="geometry">
+            <mxPoint x="620" y="460" as="sourcePoint" />
+            <mxPoint x="1040" y="370" as="targetPoint" />
+            <Array as="points">
+              <mxPoint x="620" y="510" />
+            </Array>
+          </mxGeometry>
+        </mxCell>
+        <mxCell id="8LSkbo7Ni411-_OUStLd-7" value="" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#d5e8d4;strokeColor=#82b366;strokeWidth=2;" parent="1" vertex="1">
+          <mxGeometry x="330" y="240" width="120" height="60" as="geometry" />
+        </mxCell>
+        <mxCell id="8LSkbo7Ni411-_OUStLd-8" value="" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#d5e8d4;strokeColor=#82b366;strokeWidth=2;" parent="1" vertex="1">
+          <mxGeometry x="320" y="430" width="125" height="60" as="geometry" />
+        </mxCell>
+        <mxCell id="8LSkbo7Ni411-_OUStLd-9" value="" style="endArrow=classic;html=1;rounded=0;strokeWidth=2;entryX=0;entryY=0.5;entryDx=0;entryDy=0;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" parent="1" source="8LSkbo7Ni411-_OUStLd-7" target="8LSkbo7Ni411-_OUStLd-1" edge="1">
+          <mxGeometry width="50" height="50" relative="1" as="geometry">
+            <mxPoint x="210" y="180" as="sourcePoint" />
+            <mxPoint x="392.5" y="270" as="targetPoint" />
+          </mxGeometry>
+        </mxCell>
+        <mxCell id="8LSkbo7Ni411-_OUStLd-10" value="" style="endArrow=classic;html=1;rounded=0;strokeWidth=2;entryX=0;entryY=0.5;entryDx=0;entryDy=0;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" parent="1" source="8LSkbo7Ni411-_OUStLd-8" target="ngw2JN3qWJ9t0b-mEEB_-14" edge="1">
+          <mxGeometry width="50" height="50" relative="1" as="geometry">
+            <mxPoint x="510" y="460" as="sourcePoint" />
+            <mxPoint x="410" y="460" as="targetPoint" />
+            <Array as="points">
+              <mxPoint x="620" y="460" />
+              <mxPoint x="620" y="420" />
+            </Array>
+          </mxGeometry>
+        </mxCell>
+        <mxCell id="8LSkbo7Ni411-_OUStLd-11" value="" style="endArrow=classic;html=1;rounded=0;strokeWidth=2;" parent="1" source="uwalZ4GZDBHuo1GNIbxM-2" edge="1">
+          <mxGeometry width="50" height="50" relative="1" as="geometry">
+            <mxPoint x="100" y="252.3" as="sourcePoint" />
+            <mxPoint x="270" y="252.3" as="targetPoint" />
+          </mxGeometry>
+        </mxCell>
+        <mxCell id="8LSkbo7Ni411-_OUStLd-12" value="" style="endArrow=classic;html=1;rounded=0;strokeWidth=2;" parent="1" edge="1">
+          <mxGeometry width="50" height="50" relative="1" as="geometry">
+            <mxPoint x="80" y="460" as="sourcePoint" />
+            <mxPoint x="270" y="460" as="targetPoint" />
+          </mxGeometry>
+        </mxCell>
+        <mxCell id="8LSkbo7Ni411-_OUStLd-13" value="Target signal&lt;br&gt;sensor" style="text;html=1;align=center;verticalAlign=middle;resizable=0;points=[];autosize=1;strokeColor=none;fillColor=none;fontSize=15;" parent="1" vertex="1">
+          <mxGeometry x="335" y="245" width="110" height="50" as="geometry" />
+        </mxCell>
+        <mxCell id="8LSkbo7Ni411-_OUStLd-14" value="Noise signal&lt;br&gt;sensor" style="text;html=1;align=center;verticalAlign=middle;resizable=0;points=[];autosize=1;strokeColor=none;fillColor=none;fontSize=15;" parent="1" vertex="1">
+          <mxGeometry x="327.5" y="435" width="110" height="50" as="geometry" />
+        </mxCell>
+        <mxCell id="8LSkbo7Ni411-_OUStLd-16" value="&lt;font style=&quot;font-size: 20px;&quot;&gt;Σ&lt;/font&gt;" style="text;html=1;align=center;verticalAlign=middle;resizable=0;points=[];autosize=1;strokeColor=none;fillColor=none;" parent="1" vertex="1">
+          <mxGeometry x="710" y="250" width="40" height="40" as="geometry" />
+        </mxCell>
+        <mxCell id="uwalZ4GZDBHuo1GNIbxM-2" value="&lt;div style=&quot;text-align: center;&quot;&gt;&lt;span style=&quot;font-size: 20px; background-color: transparent; color: light-dark(rgb(0, 0, 0), rgb(255, 255, 255));&quot;&gt;Target&lt;/span&gt;&lt;/div&gt;&lt;span style=&quot;font-size: 20px;&quot;&gt;&lt;div style=&quot;text-align: center;&quot;&gt;&lt;span style=&quot;background-color: transparent; color: light-dark(rgb(0, 0, 0), rgb(255, 255, 255));&quot;&gt;signal&lt;/span&gt;&lt;/div&gt;&lt;/span&gt;&lt;div style=&quot;text-align: center;&quot;&gt;&lt;span style=&quot;font-size: 20px;&quot;&gt;t[n]&lt;/span&gt;&lt;span style=&quot;font-size: 20px;&quot;&gt;&lt;/span&gt;&lt;/div&gt;" style="text;whiteSpace=wrap;html=1;" parent="1" vertex="1">
+          <mxGeometry x="15" y="210" width="70" height="85" as="geometry" />
+        </mxCell>
+        <mxCell id="ngw2JN3qWJ9t0b-mEEB_-1" value="&lt;span style=&quot;font-size: 20px;&quot;&gt;d[n] = s[n]+n[n]&lt;/span&gt;" style="text;whiteSpace=wrap;html=1;" parent="1" vertex="1">
+          <mxGeometry x="530" y="227.5" width="180" height="50" as="geometry" />
+        </mxCell>
+        <mxCell id="ngw2JN3qWJ9t0b-mEEB_-3" value="&lt;span style=&quot;font-size: 20px;&quot;&gt;Noise&lt;/span&gt;&lt;div&gt;&lt;span style=&quot;font-size: 20px;&quot;&gt;signal&lt;br&gt;&lt;/span&gt;&lt;div&gt;&lt;span style=&quot;font-size: 20px;&quot;&gt;v[n]&lt;/span&gt;&lt;/div&gt;&lt;/div&gt;" style="text;whiteSpace=wrap;html=1;align=center;" parent="1" vertex="1">
+          <mxGeometry x="10" y="430" width="80" height="50" as="geometry" />
+        </mxCell>
+        <mxCell id="ngw2JN3qWJ9t0b-mEEB_-4" value="&lt;span style=&quot;font-size: 20px;&quot;&gt;x[n]&lt;/span&gt;" style="text;html=1;align=center;verticalAlign=middle;resizable=0;points=[];autosize=1;strokeColor=none;fillColor=none;" parent="1" vertex="1">
+          <mxGeometry x="520" y="420" width="60" height="40" as="geometry" />
+        </mxCell>
+        <mxCell id="ngw2JN3qWJ9t0b-mEEB_-5" value="&lt;span style=&quot;font-size: 20px;&quot;&gt;y&lt;/span&gt;&lt;span style=&quot;font-size: 20px; background-color: transparent; color: light-dark(rgb(0, 0, 0), rgb(255, 255, 255));&quot;&gt;[n]&lt;/span&gt;" style="text;html=1;align=center;verticalAlign=middle;resizable=0;points=[];autosize=1;strokeColor=none;fillColor=none;" parent="1" vertex="1">
+          <mxGeometry x="840" y="420" width="60" height="40" as="geometry" />
+        </mxCell>
+        <mxCell id="ngw2JN3qWJ9t0b-mEEB_-6" value="&lt;span style=&quot;font-size: 20px;&quot;&gt;e[n] = d[n]-y[n] =&amp;nbsp;&lt;/span&gt;&lt;span style=&quot;color: rgb(32, 33, 34); font-family: sans-serif; font-size: 16px; text-align: start; text-wrap-mode: wrap; background-color: rgb(255, 255, 255);&quot;&gt;Š&lt;/span&gt;&lt;span style=&quot;font-size: 20px;&quot;&gt;[n]&lt;/span&gt;" style="text;html=1;align=center;verticalAlign=middle;resizable=0;points=[];autosize=1;strokeColor=none;fillColor=none;" parent="1" vertex="1">
+          <mxGeometry x="770" y="227.5" width="210" height="40" as="geometry" />
+        </mxCell>
+        <mxCell id="ngw2JN3qWJ9t0b-mEEB_-9" value="&lt;span style=&quot;font-size: 15px;&quot;&gt;LMS&lt;/span&gt;" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#e1d5e7;strokeColor=#9673a6;strokeWidth=2;" parent="1" vertex="1">
+          <mxGeometry x="670" y="580" width="120" height="60" as="geometry" />
+        </mxCell>
+        <mxCell id="ngw2JN3qWJ9t0b-mEEB_-10" value="" style="endArrow=classic;html=1;rounded=0;strokeWidth=2;entryX=1;entryY=0.5;entryDx=0;entryDy=0;" parent="1" target="ngw2JN3qWJ9t0b-mEEB_-9" edge="1">
+          <mxGeometry width="50" height="50" relative="1" as="geometry">
+            <mxPoint x="980" y="270" as="sourcePoint" />
+            <mxPoint x="940" y="369" as="targetPoint" />
+            <Array as="points">
+              <mxPoint x="980" y="610" />
+            </Array>
+          </mxGeometry>
+        </mxCell>
+        <mxCell id="ngw2JN3qWJ9t0b-mEEB_-14" value="" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#dae8fc;strokeColor=#6c8ebf;strokeWidth=2;" parent="1" vertex="1">
+          <mxGeometry x="670" y="390" width="120" height="60" as="geometry" />
+        </mxCell>
+        <mxCell id="ngw2JN3qWJ9t0b-mEEB_-15" value="&lt;b&gt;W&lt;sub&gt;1&lt;/sub&gt;&lt;/b&gt;" style="text;html=1;align=center;verticalAlign=middle;resizable=0;points=[];autosize=1;strokeColor=none;fillColor=none;fontSize=15;" parent="1" vertex="1">
+          <mxGeometry x="710" y="400" width="40" height="40" as="geometry" />
+        </mxCell>
+        <mxCell id="ngw2JN3qWJ9t0b-mEEB_-17" value="" style="endArrow=none;html=1;rounded=0;strokeWidth=2;" parent="1" edge="1">
+          <mxGeometry width="50" height="50" relative="1" as="geometry">
+            <mxPoint x="790" y="420" as="sourcePoint" />
+            <mxPoint x="840" y="460" as="targetPoint" />
+            <Array as="points">
+              <mxPoint x="840" y="420" />
+            </Array>
+          </mxGeometry>
+        </mxCell>
+        <mxCell id="ngw2JN3qWJ9t0b-mEEB_-18" value="" style="endArrow=none;html=1;rounded=0;exitX=1;exitY=0.5;exitDx=0;exitDy=0;strokeWidth=2;" parent="1" source="8LSkbo7Ni411-_OUStLd-2" edge="1">
+          <mxGeometry width="50" height="50" relative="1" as="geometry">
+            <mxPoint x="830" y="510" as="sourcePoint" />
+            <mxPoint x="840" y="460" as="targetPoint" />
+            <Array as="points">
+              <mxPoint x="840" y="510" />
+            </Array>
+          </mxGeometry>
+        </mxCell>
+        <mxCell id="ngw2JN3qWJ9t0b-mEEB_-19" value="" style="endArrow=classic;html=1;rounded=0;entryX=0.5;entryY=1;entryDx=0;entryDy=0;strokeWidth=2;" parent="1" target="8LSkbo7Ni411-_OUStLd-1" edge="1">
+          <mxGeometry width="50" height="50" relative="1" as="geometry">
+            <mxPoint x="840" y="460" as="sourcePoint" />
+            <mxPoint x="890" y="410" as="targetPoint" />
+            <Array as="points">
+              <mxPoint x="900" y="460" />
+              <mxPoint x="900" y="360" />
+              <mxPoint x="730" y="360" />
+            </Array>
+          </mxGeometry>
+        </mxCell>
+        <mxCell id="qO-CM7M714h87kHfMT8G-7" value="" style="endArrow=classic;html=1;rounded=0;entryX=-0.007;entryY=0.148;entryDx=0;entryDy=0;strokeWidth=2;exitX=0.875;exitY=0.4;exitDx=0;exitDy=0;exitPerimeter=0;entryPerimeter=0;" parent="1" source="ngw2JN3qWJ9t0b-mEEB_-3" target="qO-CM7M714h87kHfMT8G-4" edge="1">
+          <mxGeometry width="50" height="50" relative="1" as="geometry">
+            <mxPoint x="150" y="360" as="sourcePoint" />
+            <mxPoint x="370" y="360" as="targetPoint" />
+          </mxGeometry>
+        </mxCell>
+        <mxCell id="qO-CM7M714h87kHfMT8G-9" value="&lt;span style=&quot;color: rgb(0, 0, 0); font-family: Helvetica; font-size: 20px; font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-align: center; text-indent: 0px; text-transform: none; widows: 2; word-spacing: 0px; -webkit-text-stroke-width: 0px; white-space: nowrap; background-color: rgb(236, 236, 236); text-decoration-thickness: initial; text-decoration-style: initial; text-decoration-color: initial; display: inline !important; float: none;&quot;&gt;e[n]&lt;/span&gt;" style="text;whiteSpace=wrap;html=1;" parent="1" vertex="1">
+          <mxGeometry x="940" y="420" width="70" height="50" as="geometry" />
+        </mxCell>
+        <mxCell id="qO-CM7M714h87kHfMT8G-10" value="&lt;span data-mx-given-colors=&quot;{&amp;quot;color&amp;quot;:&amp;quot;rgb(32, 33, 34)&amp;quot;,&amp;quot;background-color&amp;quot;:&amp;quot;rgb(255, 255, 255)&amp;quot;}&quot; style=&quot;forced-color-adjust: none; font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-indent: 0px; text-transform: none; widows: 2; word-spacing: 0px; -webkit-text-stroke-width: 0px; white-space: normal; text-decoration-thickness: initial; text-decoration-style: initial; text-decoration-color: initial; color: light-dark(rgb(32, 33, 34), rgb(208, 209, 210)); font-family: sans-serif; font-size: 16px; text-align: start; background-color: light-dark(rgb(255, 255, 255), rgb(18, 18, 18));&quot;&gt;Š&lt;/span&gt;&lt;span style=&quot;forced-color-adjust: none; color: rgb(0, 0, 0); font-family: Helvetica; font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-align: center; text-indent: 0px; text-transform: none; widows: 2; word-spacing: 0px; -webkit-text-stroke-width: 0px; white-space: nowrap; background-color: rgb(236, 236, 236); text-decoration-thickness: initial; text-decoration-style: initial; text-decoration-color: initial; font-size: 20px;&quot;&gt;[n]&lt;/span&gt;" style="text;whiteSpace=wrap;html=1;" parent="1" vertex="1">
+          <mxGeometry x="1050" y="227.5" width="70" height="50" as="geometry" />
+        </mxCell>
+        <mxCell id="qO-CM7M714h87kHfMT8G-11" value="&lt;div style=&quot;text-align: center;&quot;&gt;&lt;span style=&quot;font-size: 20px;&quot;&gt;Cochlear Implant&lt;br&gt;Chasis&lt;/span&gt;&lt;/div&gt;" style="text;whiteSpace=wrap;html=1;" parent="1" vertex="1">
+          <mxGeometry x="319" y="145" width="190" height="85" as="geometry" />
+        </mxCell>
+        <mxCell id="qO-CM7M714h87kHfMT8G-12" value="&lt;div style=&quot;text-align: center;&quot;&gt;&lt;span style=&quot;font-size: 20px;&quot;&gt;Digital Signal Processor&lt;/span&gt;&lt;/div&gt;" style="text;whiteSpace=wrap;html=1;" parent="1" vertex="1">
+          <mxGeometry x="658.75" y="142.5" width="222.5" height="85" as="geometry" />
+        </mxCell>
+        <mxCell id="qO-CM7M714h87kHfMT8G-13" value="" style="endArrow=classic;html=1;rounded=0;strokeWidth=2;exitX=0.004;exitY=0.544;exitDx=0;exitDy=0;exitPerimeter=0;entryX=0;entryY=0.5;entryDx=0;entryDy=0;" parent="1" edge="1">
+          <mxGeometry width="50" height="50" relative="1" as="geometry">
+            <mxPoint x="270.96000000000004" y="460.1200000000001" as="sourcePoint" />
+            <mxPoint x="320" y="459" as="targetPoint" />
+          </mxGeometry>
+        </mxCell>
+        <mxCell id="qO-CM7M714h87kHfMT8G-15" value="" style="endArrow=classic;html=1;rounded=0;entryX=0;entryY=0.75;entryDx=0;entryDy=0;strokeWidth=2;exitX=0;exitY=0.543;exitDx=0;exitDy=0;exitPerimeter=0;" parent="1" source="qO-CM7M714h87kHfMT8G-4" target="8LSkbo7Ni411-_OUStLd-7" edge="1">
+          <mxGeometry width="50" height="50" relative="1" as="geometry">
+            <mxPoint x="270" y="330" as="sourcePoint" />
+            <mxPoint x="430" y="390" as="targetPoint" />
+          </mxGeometry>
+        </mxCell>
+        <mxCell id="qO-CM7M714h87kHfMT8G-16" value="" style="endArrow=classic;html=1;rounded=0;strokeWidth=2;exitX=-0.004;exitY=0.11;exitDx=0;exitDy=0;exitPerimeter=0;entryX=0;entryY=0.213;entryDx=0;entryDy=0;entryPerimeter=0;" parent="1" source="qO-CM7M714h87kHfMT8G-4" target="8LSkbo7Ni411-_OUStLd-7" edge="1">
+          <mxGeometry width="50" height="50" relative="1" as="geometry">
+            <mxPoint x="250" y="260" as="sourcePoint" />
+            <mxPoint x="420" y="260" as="targetPoint" />
+          </mxGeometry>
+        </mxCell>
+        <mxCell id="qO-CM7M714h87kHfMT8G-17" value="" style="endArrow=classic;html=1;rounded=0;strokeWidth=2;exitX=-0.004;exitY=0.11;exitDx=0;exitDy=0;exitPerimeter=0;entryX=0;entryY=0.213;entryDx=0;entryDy=0;entryPerimeter=0;" parent="1" edge="1">
+          <mxGeometry width="50" height="50" relative="1" as="geometry">
+            <mxPoint x="269" y="271.8" as="sourcePoint" />
+            <mxPoint x="330" y="271.8" as="targetPoint" />
+          </mxGeometry>
+        </mxCell>
+        <mxCell id="qO-CM7M714h87kHfMT8G-18" value="&lt;div style=&quot;text-align: center;&quot;&gt;&lt;span style=&quot;font-size: 20px;&quot;&gt;F&lt;sub&gt;n&lt;/sub&gt;&lt;/span&gt;&lt;/div&gt;" style="text;whiteSpace=wrap;html=1;fontColor=light-dark(#E90C0C,#EDEDED);" parent="1" vertex="1">
+          <mxGeometry x="140" y="330" width="30" height="30" as="geometry" />
+        </mxCell>
+        <mxCell id="qO-CM7M714h87kHfMT8G-19" value="&lt;div style=&quot;text-align: center;&quot;&gt;&lt;span style=&quot;font-size: 20px;&quot;&gt;&lt;font style=&quot;color: rgb(233, 12, 12);&quot;&gt;C&lt;sub&gt;n&lt;/sub&gt;&lt;/font&gt;&lt;/span&gt;&lt;/div&gt;" style="text;whiteSpace=wrap;html=1;" parent="1" vertex="1">
+          <mxGeometry x="140" y="455" width="30" height="30" as="geometry" />
+        </mxCell>
+        <mxCell id="qO-CM7M714h87kHfMT8G-20" value="&lt;div style=&quot;text-align: center;&quot;&gt;&lt;span style=&quot;font-size: 20px;&quot;&gt;D&lt;sub&gt;n&lt;/sub&gt;&lt;/span&gt;&lt;/div&gt;" style="text;whiteSpace=wrap;html=1;fontColor=light-dark(#e90c0c, #ededed);" parent="1" vertex="1">
+          <mxGeometry x="140" y="217" width="30" height="30" as="geometry" />
+        </mxCell>
+        <mxCell id="qO-CM7M714h87kHfMT8G-21" value="&lt;div style=&quot;text-align: center;&quot;&gt;&lt;span style=&quot;font-size: 20px;&quot;&gt;&lt;font style=&quot;color: rgb(0, 204, 102);&quot;&gt;G&lt;/font&gt;&lt;/span&gt;&lt;/div&gt;" style="text;whiteSpace=wrap;html=1;fontColor=light-dark(#06c609, #bcbcff);" parent="1" vertex="1">
+          <mxGeometry x="289" y="220" width="30" height="30" as="geometry" />
+        </mxCell>
+        <mxCell id="qO-CM7M714h87kHfMT8G-22" value="&lt;div style=&quot;text-align: center;&quot;&gt;&lt;span style=&quot;font-size: 20px;&quot;&gt;G&lt;/span&gt;&lt;/div&gt;" style="text;whiteSpace=wrap;html=1;fontColor=#00CC66;" parent="1" vertex="1">
+          <mxGeometry x="289" y="265" width="30" height="30" as="geometry" />
+        </mxCell>
+        <mxCell id="qO-CM7M714h87kHfMT8G-23" value="&lt;div style=&quot;text-align: center;&quot;&gt;&lt;span style=&quot;font-size: 20px;&quot;&gt;&lt;font style=&quot;color: rgb(0, 204, 102);&quot;&gt;B&lt;/font&gt;&lt;/span&gt;&lt;/div&gt;" style="text;whiteSpace=wrap;html=1;" parent="1" vertex="1">
+          <mxGeometry x="289" y="430" width="30" height="30" as="geometry" />
+        </mxCell>
+        <mxCell id="qO-CM7M714h87kHfMT8G-24" value="&lt;div style=&quot;text-align: center;&quot;&gt;&lt;span style=&quot;font-size: 20px;&quot;&gt;&lt;font style=&quot;color: rgb(0, 204, 102);&quot;&gt;A&lt;/font&gt;&lt;/span&gt;&lt;/div&gt;" style="text;whiteSpace=wrap;html=1;" parent="1" vertex="1">
+          <mxGeometry x="290" y="316" width="30" height="30" as="geometry" />
+        </mxCell>
+      </root>
+    </mxGraphModel>
+  </diagram>
+</mxfile>
diff --git a/drawio/Wien_filter.drawio b/drawio/Wien_filter.drawio
index 829106d..b269a41 100644
--- a/drawio/Wien_filter.drawio
+++ b/drawio/Wien_filter.drawio
@@ -1,6 +1,6 @@
-<mxfile host="app.diagrams.net" agent="Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/141.0.0.0 Safari/537.36" version="28.2.8">
+<mxfile host="app.diagrams.net" agent="Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/142.0.0.0 Safari/537.36" version="28.2.8">
   <diagram name="Seite-1" id="BWOSVWQKrhK0Pcg9Olm2">
-    <mxGraphModel dx="1426" dy="743" grid="1" gridSize="10" guides="1" tooltips="1" connect="1" arrows="1" fold="1" page="1" pageScale="1" pageWidth="827" pageHeight="1169" math="0" shadow="0">
+    <mxGraphModel dx="1426" dy="863" grid="1" gridSize="10" guides="1" tooltips="1" connect="1" arrows="1" fold="1" page="1" pageScale="1" pageWidth="827" pageHeight="1169" math="0" shadow="0">
       <root>
         <mxCell id="0" />
         <mxCell id="1" parent="0" />
@@ -40,14 +40,14 @@
         <mxCell id="8LSkbo7Ni411-_OUStLd-16" value="&lt;font style=&quot;font-size: 20px;&quot;&gt;Σ&lt;/font&gt;" style="text;html=1;align=center;verticalAlign=middle;resizable=0;points=[];autosize=1;strokeColor=none;fillColor=none;" parent="1" vertex="1">
           <mxGeometry x="450" y="250" width="40" height="40" as="geometry" />
         </mxCell>
-        <mxCell id="uwalZ4GZDBHuo1GNIbxM-2" value="&lt;span style=&quot;font-size: 20px;&quot;&gt;Signal &lt;br&gt;&amp;nbsp; &amp;nbsp; +&lt;br&gt;Noise&lt;/span&gt;" style="text;whiteSpace=wrap;html=1;" parent="1" vertex="1">
-          <mxGeometry x="170" y="227.5" width="80" height="85" as="geometry" />
+        <mxCell id="uwalZ4GZDBHuo1GNIbxM-2" value="&lt;div&gt;&lt;span style=&quot;font-size: 20px;&quot;&gt;Target&lt;/span&gt;&lt;/div&gt;&lt;span style=&quot;font-size: 20px;&quot;&gt;signal &lt;br&gt;&amp;nbsp; &amp;nbsp; +&lt;br&gt;Noise&lt;/span&gt;&lt;div&gt;&lt;span style=&quot;font-size: 20px;&quot;&gt;signal&lt;/span&gt;&lt;/div&gt;" style="text;whiteSpace=wrap;html=1;align=center;" parent="1" vertex="1">
+          <mxGeometry x="170" y="203.75" width="80" height="132.5" as="geometry" />
         </mxCell>
         <mxCell id="ngw2JN3qWJ9t0b-mEEB_-1" value="&lt;span style=&quot;font-size: 20px;&quot;&gt;d[n] = s[n]+n[n]&lt;/span&gt;" style="text;whiteSpace=wrap;html=1;" parent="1" vertex="1">
           <mxGeometry x="270" y="227.5" width="180" height="50" as="geometry" />
         </mxCell>
-        <mxCell id="ngw2JN3qWJ9t0b-mEEB_-3" value="&lt;span style=&quot;font-size: 20px;&quot;&gt;Noise&lt;/span&gt;" style="text;whiteSpace=wrap;html=1;" parent="1" vertex="1">
-          <mxGeometry x="170" y="440" width="80" height="50" as="geometry" />
+        <mxCell id="ngw2JN3qWJ9t0b-mEEB_-3" value="&lt;span style=&quot;font-size: 20px;&quot;&gt;Noise&lt;br&gt;signal&lt;/span&gt;" style="text;whiteSpace=wrap;html=1;align=center;" parent="1" vertex="1">
+          <mxGeometry x="170" y="430" width="80" height="50" as="geometry" />
         </mxCell>
         <mxCell id="ngw2JN3qWJ9t0b-mEEB_-4" value="&lt;span style=&quot;font-size: 20px;&quot;&gt;x[n]&lt;/span&gt;" style="text;html=1;align=center;verticalAlign=middle;resizable=0;points=[];autosize=1;strokeColor=none;fillColor=none;" parent="1" vertex="1">
           <mxGeometry x="300" y="420" width="60" height="40" as="geometry" />
diff --git a/main.tex b/main.tex
index 50b4025..5d019d6 100644
--- a/main.tex
+++ b/main.tex
@@ -69,6 +69,7 @@ abstract
 \include{chapter_01}
 \include{chapter_02}
 \include{chapter_03}
+\include{chapter_04}
 \printbibliography
 \listoffigures