From 66207fbe3d8d3270e3f593cc8bc346a1be74d6c4 Mon Sep 17 00:00:00 2001
From: "simon.cirilli" <simon.cirilli@gmail.com>
Date: Fri, 6 Nov 2020 11:31:02 +0100
Subject: [PATCH] =?UTF-8?q?descente=20de=20gradient=20pas=20pr=C3=A9cise?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 prog                | Bin 95136 -> 96136 bytes
 src/main.c          |  20 ++++++++++----------
 src/main.o          | Bin 12784 -> 12816 bytes
 src/regressionLin.c |  31 +++++++++++++++----------------
 src/regressionLin.o | Bin 23184 -> 24744 bytes
 5 files changed, 25 insertions(+), 26 deletions(-)

diff --git a/prog b/prog
index 5e114ca1adbd545e7798c5e681d8c04a5f7291e7..500cdfa1fef9ee4f743569be64c8a6487b98adc8 100755
GIT binary patch
literal 96136
zcmb<-^>JfjWMqH=W(GS35U;=kBH{p{7(DVoq7aS)g9QU8g9C#qg9-y10|NsK0|Nt0
z9XkC3strbSK#X8uhU&9mf(W3~G7w<~7!5TB>^4@Y95#xh5h4ns85k760wDb$w>I>E
zxeN_G5OEm&z!M_Q;RT^#`asSD={o_{cLJ&pMmvBMfcy`oVg3V!2?&Qk#nEXOs5LMe
zq!uI;@U$ca#NJa4;xRCw({~`k3@{p`79<q-v?K-OP7s?IEC5v$1ho%WxHNzwih+Rv
zMuWl;q*XsBGs(<EKPN>uCo`|KLbt-gOxMgruQ*@N2%H{3=7ZF_`-Os(gX0?-6kvG~
z1_rPgNM5bZ@|n=j)vJ1Q92}nLmaM<CO5h;KT3H4LaD0RO)p1aPk%7g56C?(TIVA=L
z1}E36Z+1PNRKqSbQFur1N4}ed5i+kYzvly6h=T}YVqg%$BA3aCUHm%(cJVnl)TiQ5
zU&6$|0CF?B)onP;F~=d!k3)Pl4slSv!{%RK9P0PraDOt6a0|wvUId5wBpmiG$6?Ms
z9O{*Eh~LH`UWY^c8V-A5=?p!-nsN9Gl;}X|5?#F|1FR%Ll`+6!&QvA_1_1^MhJ<UV
zrmX;rOEPqziGzv>K?X^N2B<i!JctDQi<_at8P(o7P;=1Dj|Z#gXJ9ErRnL%<nUq+Z
zm<P()CJgcM>ACrN@x>*HMJ4g^4Dp^JzVRukMXBkT#U-glA->Kz`FW`!iAg!B5IO8J
z@gM`^GxIV_7~<11^D-IYAtJ>kiOJdVxrsSB`N{DHFwy*ilFa<P_>|O=)Z`M7)ydiM
zrNyc7iD@ONMe#+cC8b4qFttUg1^GoK@j3a4DTZb+!O}dKGvd>8@{<yCieWNksYS&g
zvvV_xa}!IFGvbpoQj@de%Pe3DaA`!c2NWn^{~(FM^`rR65Me6VmBl6bMX44H5dUJ6
zGhrx71qTK;NkcP+w4&5hQ2gYABFBuOxUi@M#4SyN#uq3E!JPPv#JrT8)cBIhg4B4J
zXBpz-Q6%$AOXBm>;*;`A^HM+|gd&++niHR2mRgjSlV6UmvA8q|r(9x63PLU?GbtJ3
z)cE*<qRhOKwD{zVY=(Gfq$X!%$EPJ`<}k#^Cs!nbQbuA<W>qRfd^|`aNKsKqd~RZ9
z9z%R;N@7VOLwtNvaWO=kAwD%Pg~8p&)5$sBNY6;m6wWq*vyAmjKxrFR3qk51kO(Z#
zU~gA|Y9f#-MsQsOB0=>Uh+fDD%Bzt4T`HBy32F(gg&NPuz|7zS&TAmO3=ATfnY;`P
ztPDG$Vi5Jr3?TKOy0SzPq@Ri5FjRjBw4DKKPY6KUV-wKC4WQyP(8L3v;tSBk3!v?s
z6=>oHt`K)_Kobvuitj)ZFMx_4Kod8Bn$Ix-QhveQ592GKi7$YbHx_8(hEQ<_G;wpN
zcmkSu0#v*LP2348-hd_!Gv@)C_<<rwID9}8UjXGhOhok;Onm^FI86NlG;x^v4QS#p
z^$e4+n=gPS4pX0iCJr;d08JdG{s5XdO#KBkahQ6A$=KavfF=%8-+(3#Gk*e_I86Nm
zG;x^v4`|{r^$t_8yC(om9HxE&nmEk-4QS#p^$b(7n=gPS4pX0iCJswa6=>oN#gKH>
zfF=%e&jK`YSUTH*CN2Oq=Kz{G%$x^k;;{7h15I23Y7WCR?EY0i6NjZs3p8;9s5uU3
z;xP9lpozoMYXzFP1Js-bG;x?Y3(&=(>2(L1cmUL#18Cwfa~`0H!_xN;H1T+-ISkWr
zgb$iHEZtk6iRVGhaX=G?xhDZl9F`v{(8Oz@<}{#*!^~NLCJxIdJJ7^?pynJv6Nj1e
z08Jd0e}15e&xV@AFat;Upozosl?9skDyTUQXyP#UB%q1I@?8a*_)e%f4QS#pa~7b9
zJ3!0%9cbbwpynJv6Nj1e0EhSwH1Ts#a~Njg2p=?Y2B>>1(8S^OAeuPLJqc*y4N!9`
z(8RAm-P3?34l_q#Hkvz2A?1|;n)m~#{suJh15ou7(8OWtAE1fD)PFz|hpBg%gWWv=
zXyP#S3(&-2=5Ig~hpA_ni`{$yG;x^v1T=A&`2}d=3uZygU4SMIQ@;UC9H#yOnmA1T
z2Q+b*dWCrqdtmJ=n0f;=ahUrX(8OWtC!mSL)IUHIhpGR7CjJ2GUx)eF-4lQ&4l{oN
znmEk-4QS#p^BERkH(vlv9Hu@2O&n%^0h&0>JqOUlVd^iSiNn+@EX3{}12l1%`UW&{
znE4aX#9`_mpozoOe?Sw5sdrd}-8}(l;xP3K(8OWpZ$J}=sb^S>-FyKwahUo9G;x^u
z1!&?h^#{<zVd^iSiNn+@EWz#`12l1%`UW&{nE4aX#9{gC0Gc>V{RK2}n0kh#*xe(5
zCJu8?0-89?`~oy_nEC@~;xP3W(8OWt6_#Olj{%xEOnn2IIL!PBXyP#S575M6>OY`~
z!_+%0$L^j0G;x^v1!&?h^EaT0!_+gZz;3<(nm9~-0-89?`~oy_nEC@~;xP3W(8OWo
zkHSjq?lC|UhpBHs6Ni~U0Zkm{o(E{+F!dkM#9`_kR$+Hf0Gc>V{Q@*`nE4yf#9`_g
zR%16`08Jd`-vl&qnE3^0;xP3G(8OWtFQAFT+@r7tyL$}K#9`_i(8OWpPe2ogx#t0z
zI86NqG;x^u4r{TyCjd<xrhWmMIL!PFXyUN)=K-2HO#KHmahUlI>u|USO&q3v0h&0>
z{0(U0F!c=Uv70Y|CJs}dfF=$zzW_}frv3n$I86NoG;x@Eg$>x<V}K?OQ{R9l4l{oO
znmA1T12l1%`VVO0F!c@_vAZV#O&pfq7NCj4%-?_}4l|!&6L#|j(8OWt6VSwA<`<xe
z!`yQKO&q5F0-88Xy~1Yf?lC|Uhq<Q#O&n(a1T=A&`Uhy@F!dkM#9{eGVG9oTpozoO
zC!mSL%r8I_hq>nfnmA1T1vGJ(dWEex+=C_#3(p2LahUlN(8OWpKR^?QssDf`4pZ;2
z4ZC{+(8OWt7ods5%-?_}4pYyt9lQAgXyP#S325Rl^9#_#Vd@W{iNn-iKof_lSJ;8w
zJqBpvF!c>+;xO|kpozoOKR^?QssDf`z5v?4cG!vCJppLqF!L9niNnm_fF=%8&#()-
z`2uL-F!c#&;xO|I(8OWt51@&|)L%dohpAWCjom#4XyOXc{$>N3IL!PBXyOS_^)t}K
zVfp$1nmEjy3uxl7e5bGn)t#_$6ALtP*)quZi36HA%=`p2aoBiD1)8`n)SL!1ahN#^
z(8OWmEIZJ|ZK38IKof_V^8ig8HvaMhP23l14#Qs5aDbVkfF=$bm$5(-kA<4!fF=$z
zCjm_yHeOSKCY}p5rvXhIX3hdMao9M{4m9yvs5uAF#9`(<Kof_J@BBa$?}eJfun$N0
zpozoAeJs$#=R(bKKof_#Cjm_yHXc-gCcYMGP6L`a%$x;i;;?a|9cbcvq2?Sw6Nj1e
z08Jb=e)I!P{4CTQhW$9g2TdF{u4I8Geiv$v1DZI@Jqc*yu<@n}H1W4ka~jaZVdgAA
z6NimM?LZU%3pM8enmEjy2WaB3@u?qZ;=JXMa)aRjj_^SjhmKEKpoz;u&2c~zhq)&K
zO&m6!Re>h13pJ+!O&n&<0yJ^hIM)s|aa*W42hhY}<~%?XhmC*zKoj?cn!|7qNBE$L
z!^Xud(8Ob*<~X2<!`zdACJq}ft3VUag__fVCJr-a0h%~$9Bl`hcrDbN18Cwfa~`0H
z!^YQspo#ZF&0#o%BYe=sq2p^7XyS9B<~X2<!`zdACJq~qt3VT93pJ+!O&n&<0yJ^h
zINc63@x4%U4xov{%z1z=4jrfafhK+yY7WC;9N~i|4jb3AKoh?UHOB!>9Oj+`G;!E?
zUj>@@Tc|k=XyPz)7NCnm$NP4miT{O~a{x^oX3hgNaoG6a4>WP!3TXLr1V{LwiNnSX
zEzrbeq2@TCiNoBJfF=$bPpm)_*M*wXfF=$zX91cxY@Bfinz$|0oC9d$FmoQDiNnSp
zf1ru`Ld{_~iX(i`#9`x-7HHzJP;(s6#9{79Kof_JS5}~j=R(bCKof_VvjANjI$pU0
zO}rLr&H*%Wm^ly7#9`x`KhVT`q2@3g!x27c;;?Z~3pDY$P;(s6#9{79Kof_JhgP78
zuZ5b^fF=$zX91cxY@Boln)qI*IS0_hVdgwQ6NinT{y-By3pIz~IF9f^6NinfTA+#F
zg_`4lCJu8?0-88%ytM*N{4La+1~hS)ISbImq2sMP(8T{j%{hQ34m0NgnmBBH_6M3c
zZzZ(+Ie{a5(8OWmwiamOvQTpz(8OWxNk9{ajptUNiR(hmX+RT)nX>>*95&9o15Ml(
zYR&;PahN#|(8OWmzdz8#eWB(soWv16XyUMOVGA_zSg1J;XyP#UB%q1I#)~V^#B-tM
zG@yyY%vpdY4jV__fhJxHHRk}DILw>}XyUN(<sWF`y-;%)PT>e2G;!Ftvjv*?T&Ot?
zXyP#UB%q70huBwvCcYMGP6L`a%$x;i;;?b*9cbcvq2?Sw6Nj1e08Jb=e*FVY{4CTQ
zhSL!DqOTuNKof_JYg?d+--VjvfF=%ePXd}aY`nVyP5dp?oCY*;m^lm3#9`y$JJ7`c
zLd`jVCJr;_0h%~$eEbKRIBylS{5gXoe9**U<K`A<;<8Y49MHsJ?nyuwhmM<9po!~3
z&1parhncegO&m7Pz5`9%7HZA`G;x?Y575M6<L^Jv#C@UWFr38^K4{{wad`_g@mQ!i
z4rt;q_avZ+!^Z0?(8P10<}{#*!^~NLCJr0N-+?Ax3pM8enmEjy2k7F^ar_@>;=NFF
z7|!7cA2e~;xW5IO_*|$t4rt;q_avZ+!{!4j(8Sk5&1parhncegO&m5)umeqeFVvg^
zXyPz)9-xWC<_~_LiJyg<!*Cu)_@Ify<`pc^#P34QaX=G?xhDZl95&xjfhPVIYEA>1
zILw>{XyUMWh#hF+f1&0aKof_V^8j6ZJH-D#(8PH`8+t%R&;^J*M)`~;4x6{IKoggR
zn&W^b4s%ZenmBAeqXJD_7ivxenmEjy1!&^1d5#@u;<iw84xov{%z1z&4x0!0fhO(?
zHHYCMj_^Sfhs~o{pozoQV>_UU!`zdACJvilsX!Blt;cRa6Nj0z08Jb=@3I3;9JU_&
z0Gc?=oCj#)u=$uDXyUN-*bJ9&gb%tnbUwxcO&qo!+W}1+=AHyJao9Xg1)6vaG`<?p
z#9`(vKof_}1MNT)hp+2K6Nj1e08Jb=PxJ##JR9mBhRZm@2TdF{&t!on4qG4YfF=%e
zPXd}aY#yotO}q-~o(42=m^lm3#9{MRJJ7^Cq2?Sw6Nj1e09_n9zx4x69JXGa;R=rM
zK@*3~i&>zF&w#qe0Zkm{o&+4?6=>qiq2@H8iNnlUfF|Bh0xCQi7<QnE!`4wBKof_V
z^8iiU0lJ>~2bws1UH4TS;e##?b&my_IBcD{1DZI@Jqc*y4N&(~poy=Ag%6rI%$x;i
z;tWu8cA$yF)`uTJ6Nj1e08QKh>aQPY;;{Wz4AA|k81)yLI0Mui3pDY~P=7g~iNo9j
z+qVzei^mU%axi(L9}+L1J>wt@7Gz*xcz`4>0TX0kV0eKfE{P=m0ZCj6N&E+rxHOVD
zZ2v8251~AgxB^r?J9IBQOiBYu9J=KXEM<Ts4%>MMlCVG$hwWDci8~;PgX{*0fv^XX
zILL007zhU-iNoRsBp!hz&IuBL;shjdE~prY%0Lq51_?lM0g^ZmR18E_Ac^yW1faM9
zNgT9?8Y;}tfh3L`zY~zeLHj0Q>SrK{3&I2$7#J2Hi6ifWUx6epjHG@8k~rv$0+`ee
zBymxgAOi!#0VHuTB=HkS;^Ii+7m&nZXIp@zJ(}NecyzPI`Y14Xv>qs7`hUTr`3T2h
zhX1Bn-U<x=Rdc)*82IHK82+n*_!%HAFCYB>|Np;glD7gw1}Gc6ya47$f%u>#_3{9i
z9|YoqlG4i!V7?cK4@yEW7l8RrAU-JRyqo~$TY>nXtn;z~%r^q@K}qOk0hq4^;)9aT
z%LFiA3B(5_nU?`zz7&WLN-8fMz<ePPACyF18i4s+AU-H*yi@@5nLvC{l6WZq=Ku0i
zV8{R^g_jIq{wEM0lmuRW_y_XuD-a(P^)DZQ`Hw(+P?W#C0OsEU@j+4j@&K5B3B(6Q
z@yiWh{wWY26tyoGfcb|&d{C6WoB-zU0`Wmn`LY4b-{hshkTwAn;2<38(QEs{OMzh@
zD1<#apT@qF`v3obnjXJ=3rLy)B+n6`z_1VGBC!0gf9Ucn$`ly(Wil`@faPzY$#*_=
z40jB340Q|%_UN4p3UiOfH!~O*7`j={Pf%d+=$sqz|NsBi1N^NlObiSjy{xg?3=BTK
z$qJsG_dE~2WA-@Cyt!+uqfc*kf=8z_het2#ivR!r`*c3{?R@Uh=`7%Qyp5sZfBnag
zA3u5?e9!E7yp5&de?0@kr%x#!-7KmaV0XEmFg)<$0Y3wS#}2T!7(Upi@xMRd(b<{-
zG3*n+z*-P9jbG#Ji|v94g$xd#_yxeKJUUxJDa5Dq`6qsXr66V+zs8vtT}X;Kz=}aq
z9-XbA<O5MW7sO2C*Es!&UvRF+|NsAAgd%AY0BHgXqiC86)pR(GU*psZ6+s4uPy7O4
zL6{#z91t4P_%#lF;uq)zX?pQpfPo>+v3WlzTp0LUUotQ-cy`ww@a!%<@gf==$fhP*
z3=I20xoih0;$M{h`TrkD$9g0kAX7mh1F{|Dvrqg2tYumZ3@<jaf}+b*3)Lj;Kj6rD
zVXV%;;9&`l+fq+YNF0HJ-td4&cj$=}4`UH<)Rby?G#&w^hG@qa$5_WW$N1R8`$329
zyioe{|G!7;0S|uH8!w;z{r~^PM3BIauTbD|oSDz;fvaaHIQCz!@acU1Vm;LE<$wPF
z=a+8)Sr_Wj`SeBlpa1_~Jo@whf2>EZ?Jsv|YJa)l_y7N3d3TWfA*j5RFEq8kY=FtD
zgX9-M<#!cBQ~S$=-~ay`zV+<980XRX$fNnmhky{DUe+oNP_XbagDKlTfBygfFY4#6
z!0?4%-UTFMyR%mTl&x4d_9`%VSpM+nd|D#u(aoyl4k;>mWB)%u<iFU%pi&aS_vp2)
z1nKKFEdm>(`Ol;CsmH;8%pRQ|JPy9F_h3Bcaq(Y?ghw~)OE-vtJRk#M`5E2323y}=
z1qOyveUE0_>23-P44?oh;qmCU-Q}jh@Z#+6|NmcrQtUBS)m{Y#Mv!)JxPCsI2KEm~
zdF;zHP?-Ve!}7al=igwD<~JT5owWx%dTS4Obe5j*==|Yv@C9?j4rtmm0VT)g<2+Dt
z{%sRL5+0pDnjf$?A7Hk)P{Yx3iN7_Pk%7UbyYx&N|NC#Qt=~R5@@swL@6%^wU`XSC
zf61rUmc?6v!PW3d8vpx~Y5ecsrt!aj0(OsQ@*R(Zk6C;eU-P%@Wny6Xc9@;NbqmPS
z&KoEW@nd9Q@MyjLiC=)3zvUwXROJf>kPR9)z%r3HKJiC9=5JAjnIi)-2c#$B1%C@D
zH-Syx1~G}hg@X}l%70K9)LYE~^(5T$j~Ez0nL3&SV*KGx{1GSkThw6MWEmM49Gj0Y
ze&Ua~>}vUpzh565%o=w;@kd_$#2<M#jbG!~C;rGU9?eHQqCfFR9(0WP#2@q7G4>OG
z%pq`I`otdxQt{vuf6SRr{BdUwr}4kP4GJ>kfO@_C#nT`E|9kY>#(9DY<a?j^1w$u%
z;urLt@rhqBcfluq!PFI>_ytQheBu{$-SHyg=l}no_ys^p1VBmzKuQEaN(4Yk1YCE#
zJn`@Ue~-@lFKmDQ|Np|`C)n_ZpakAY$nf7k2pYce-~azF9z$HLL)g&R9WRy<Ff?|@
z%gG=Y_u9@OY@X|m7hwd<bKUXs*I%%w*AQhM8)5UNfXwT>=hOKg6g!}Z@dZUpE+}GB
zK@n5B<Hi2(kg%KaiC+LDD*%!e0LcoJ?s&=d_y7M1p!^ETpB}xw2f%f*XXk&9<~JE0
zowXZ0dMi0T@e8(A{0Bu|=?;(1A8Gv8d=G%~NgDsP&=c^4E6ofl$y_&l;uipA=|iBz
z(cp3L6?4NbQ1)fuZ)F5k4$TL6JUS17#QC>v0!esu9%_EX-h7DJ!QxX5r$fs({?-dD
zpmxIvm+sU(Aba3eY+wQB4OVV7P-{T<iHia#tE3)C<JSW_5M*^j8o$P!G=7b9{B5A~
z$Xr{W@b?)pF);AUgNlW>u7=-0$sJk_+=G+@zxi8aS)ln+1Z+2IIq-uSY%jA%>+Ljt
zjT4{vBTuC9Yh3)qA9;nprIi_~vxXU5E}Vd5+;gA!BTn(R2*PAJK*7^`o4;ixtfW`~
zDk-p(0HEWSKJg0#bENTW{D2tt>l1&>`A_^2H~CxmVcOY1+Cc?P<PrXs#jx^W79+^1
zF^3$Rk1@Jhe)+^7@q)i!_&+EOM1UOs$D^C|iV8?gr0f|LP%yi8eBzJ!oyM<mAKd!s
zH9e~YYX*SY0-%fz%J;D|Kn3g(P^>Qa#2@L}05Up_U*j;SI9Tz*;|s_Nf!q}yy{2cB
zK;{dSE&vsO44?QT-tGXI1d5bT{E@jJ`_88EYa9fXCM#a>L3GA~6X=RGevQkY_ytlY
zKokg+F8IVBa|Kj<f8vh;6<e1+@kbu`#2;}ejbHD@C;q?-{O$GNB2&<J2Bg6w7z@e-
zp&*wup?KxR;?H15hOYR;FA%#RjbCpnC|QFt#*8v8*VZR#{2CwA_%$B$_g@6%tZvp-
z%HSxy1G3+v)3xK}&42&@Pw;3yk^%BLQu73q|3JA8RP+hPE_ksMW)sLsFN;9UJGU?3
z%<u02D^9n9+P$FA>-fYk7z+wxS5OuX1-U+T#S1n_xIk42fPzf`q)Gs!N&uuvAa%t{
z0Z0)QiO1AXkg2XvQ#U{yhG{BDl>kT;$kZjEw$;?nU<b$HF&gY$kS4*@6)!?@84Xee
zHyTvpc=Xz45NqoHPvAJibTEpkpoW-7uWb<?Q$ZdSgt>JkE>l6O;BM6ewJtmFzv%u1
zD*W#GbiM~Ae^5;2g2EJ>&Qe#rh=CYZI^h$)07yarBmoM>Ex$qf&cE;m>p%Wt@<$N=
z_zUY#$lWER@;4Mx{(3aOk$^Ois(6qZNc`J6AO$9@A#|dKqva%j>t;|>qVs}FckUUK
z;&Lwo1A}YpTc7UK19b&Hy{20-K<%Ob6FigeL(09!{4JfZRt=~H=Ydfgm8N@i-uT2X
z;LU+#a;X=nMdZ<I3R+hQ&g0+?gJbh?#upAB{{MHi{98ZUqt_I)tPCt|c;JP`hyVXQ
znvX~z<(U^PAhFK-FLXZs|NlZA95(lSI={c*`S|}oxFhb-dHn_dM^L-ng@FOl-i6gy
zpt{N@`8lWy3F_j&yO2Fi3Jji|_dwmp98kNfm-Uw-1A}MheUIL11yFww-hEsR_BEsj
zxeQ#xf%=Z^pil<&9UYIib2R*~|NQy$XS9AJdaJDgVvmpls1B^w@a%M5fUX4U6n%&i
z1J6#^73fM_Ag1_0lvsFnx^6&MA_Gy9sldSC+5Csuv(t44fBP{81_rNQk*A;$3(sEH
z1s=`66uf#(9`Lsx0L$1sKsV+I0|SG1cgWKP9=)cq3JeT}2fz{aqVe7T|DKljN`pL)
zgF^w-U4n)Ji0RSo3hJgodeB(AX$he5#@X)>-LyJT!|WAE0KJ<AH5b%(^XvrM_IkcY
zukE>11qPqaXD`&=|Ns9|4HPMipZJ^1L5yD8z*JD_*$V1?ym$&Sv>VKRDFG^BQ{Mgm
z{~{hlM1hD<5OLuhq(2wz(fJ#kty=%{x10kVX8P?oJAdmDP}V`Ddj4$<ptx^2P{Luu
z%-`1wl5M?x+?fM3mc-xE1j#I=wI03IczP!+Etg6Ijyr?Ke;6SBRw<BEL6tvhcI&(a
zY6n5vN2M7at+zconM>Ti9cC|e@@W3SD0u*sWttx_N5>w1@$Jq3|1Uni0hh^L$)I4k
z_u|pp|Nmd+LxScSRO}o`OamgeC<(02qto@pi*0ZJ|M%#2eerrJs1a@f;`Q1-L{cyn
zB-HKt;$;e`OECeF-#l8s@wb2~*-($x{~n!B9YZ`j{{(w<e&%lhg^&X{B%49Q1HCmW
z1j5D9qxH6HcZv#6iOaXc%%%1okS-Uzk9Py!#{-3;giEKg;elw!7*HRRVFzf0@9+y>
zP#ARHfARD+I4u4pfc^O5+MECXUvKc}we?MeB%q^j{{MfO`5zMhp!O}Oyh!upuRD&C
z80wiB7$9CKWd=1Xvw3_vUw}$GsGEE`U%=f2?sq-|Wx>|lF5SsI{4Muk&9Q4t;H(ep
z&!MHHwV=MLbutHk%X3JY;%|8g)A<0T6A}#YmhKUdSnF+{Ze{+KSulkYnHU%dxXqT4
zfx#!an8&B{gKy_okAn|bJQ<Jhw_IgnU~v3)gq^?jG}w#>ApfN`!#dpSAh!8-+Nh*C
z@?Y~&;oxui1Zz>g1ot?PGV(Wkg*iP7=AuL<1_qbTY#vZD1;-O?xCY$5_5h{$9+)}J
zj0_B}*<YCW8$iVsSndHNKk>I-hnVcrS<J!T0_tCbJI(hQ7#Mt$zj+>f#sXIU7N#6j
zdO;HoJjC9CjOe!Z>HG%jpPYE{{S~MTy8W5I&i4d=%MF;;^B`p?`HsK!Ay|z0W$HiB
zFxC4PZ(jcY|Kj;e2<QGwa4MS-slc!c)Qa`#{Ptq^tN;IBeuA{T_D3o(cqV_@1sXDg
z*nIZo|NmfXUy4I=;hh+83Wdn(zk<nfLuBKSWd-4~%n;cJ(MWnf!%hANvb^*Di;oc3
zMIlrj@aS|s@!}*@<pEHM{Ss_b=lvJX5Y=mtZJZBPdE#X}$jn~bzDTf*FWO%I|NoL1
zB6bT|M=o3k52%&gYbz54)&cRKKU_8tB-?rag)hX`Fl1Gla8*noRlT-1kZs_G%jSYw
zV7<1pBEUAh`1Ioc|Cil=K{50Eh3X4%%-BVOvpdB0i!WfIEB+VMZUEKq;NdG+{`c(s
zhLZbZ;JH5t)ImebhGrl!P&TyYZ*hb5<ZMBLcq;&KF~JSWRLRbu-mYioQICU<SbST*
z`SzxWf8cNNVg}{MW9<B`4$KS;zO7IATV}(vC?uPI0#yxZ&9J_+IXK@wLKT!^Vqo~}
z$e+)m;?a8BkzbIFzvVS7yFG%GQv5A@VIo@?p;m#;ONNvN?-&^vJbP<YI6RNDsDLZ@
z&R-xapj8ro>j{V{p2uBOK#dCq{+1w^ah~9E;VmP7188sxoI&@)%7twpzqj576%G6?
zOJO=d=Sd?qG0}=h&?&_p;9`}7zhxy%&jOGwy)G)uuB}fT`8|&u{K4dCd9+3ZONj#-
zs^f0~9gYkxJuZQY+|CCFU&uQ$9&x<*2kgSBFmpl063DhrP?<a#CfWrGqU0x@2cJMn
z9MH+kV8gb8%GJ(iKArzx%zFkdSom8&VqnQNpg=+^Q@{<2PUe>(poYopr~m)InD!K$
zT>1T>1&K%Ju@|47{{R2-AS92O1%cBzIQw#e?C5qq@p3jq?iP~VJCHdbIRl8CTrfi4
zC72u&xF~!6V&hX#Uitpw=ac{cU$}r|du?@tz!?T?(L#_A$gppaZ1^z%Y}kuVki!B%
z7IfZ!!2?p%YbzRz(3c4k0_h8e=!=Bv3k2!&f$9qZDeATT3vu8JQ;^&&NQUl&iYbD`
zKtuE%y|$tL5W9InVhJEKdTk&2LBv4rf0+ak>xHU&`sDxrmr@Y1n_xeE1N-Uh6L3T4
z#LFcRyKJFmYz3(|hp0d43pN+5elASC1w_sl>X%lKdb7XK_CrXpPx3QJBT~Qv)QH>(
zZ$yG-M)0=?!36@Sh2&zH%u|=|+WMp-3!EP3!0M&R;5rC(*a>uAI4CLlFe~%7EMfo^
z8K5d0G&ADUiB^TL1`SF(@?T?7F+2dR!#$dh2!NYTAO?5@2F!cG`xu-M)j-p*o%cZH
z=7Ti;YpyR|OnD3`JRf}KuXBCzQWH`G&GQBa6_UCfRCTT(b)ENLq(aQ)^9CmqB=t6^
z>OoVcpqZJ}N1zhg1v0(hh!MV^87fG-4Ac%l318gZU{Lt-_ss@(e4p@lOag@}s1*X5
z;REMYa9p94^4md8*Mm=3e3+FzS}*apfYf|D#LnNk4AcMt70#fzhLo5fIgic@sO_h1
z44{S?T8yk@fECV$2lxe<K#>3r|1{9}kpNPB)IJ2qM;T<C-J>(~#S5-Spd=jn;w396
zY<q2gd4S^pEcXtiygT&8OH+_s=lvINK?1$DWneYez-mr`gg|QSKx!cKTRxr7z;f$g
zauEI3U)+5FDkGl1XnlwrAJF+($IdU%`cea&>H}C9psi&$&_F5SYA~1yGzjse+na~K
z!x+?Dw0y|lrv<4W_*;r$m1-6<xQFi8{G5FPIA?%ld|UtXw}NEQ8+!$yS~K~GM>n%?
zZvi8;f#}z(W5C}M3z7oq3t?tp@arux_}~lbzJO{Z$8Vq-cMTJ$8hp#&aui(S9%bim
z-3_i>KcGhH39ulzCxB=vgH(cQTvzZUjBDppaIM==0jdF7Z@YHB;co#AHiI3m3HI$v
z{(c=$B!E)kUsyf!1yrkbo^@;nRi9B1&HOEAVAUt+fNXH(l+DB6atbDT5EN)Q`>G!x
zN!_IzRH1=p?!n1@E69(%A+YN6is6BSznB~?uk!b<fvD$i`2#D0J~MzC^Jo<&8_dan
zA?jVg73Lk7p39&df>dF$!<7F6DF-#jpS{Sv53Mjk-EOd}j)EjnD$LSCk4|Qf<|7(t
zy$Epo4V+g%lE{Nc?)U!xf8lfwoON#7LF-hX&SRavCtgV3|Np<+_r%LgNP%8sr@-Km
z{1M!Ie^Gz$|Noc0Ac@ZVFN`4iqankFFD8TJeuCtBZQJd^Sq`FJ5)^~IwwIw|*&ucA
zA?oIX4DY-Lu1SJH#(`=@d5HSQ5V;rDAocGc>hm4J=7OB5au4FnPmnrvD?)|~Dzg_N
z6YT^lQos3hx*h=Odvo{yf1hsG10XLNK~&sy1gUrjQ*jDOg)+Fg{QbqZJD_a-{>8kz
z;4o8nhPz|VU5GnsAob;1C%8-#vP|dw7a+bzudOyjg-@sJ4iBiCA|N*I@PN9j31XHa
zG-NIB{{R0{6XMpj&`?wbiD^T`enL!qAqWy%1{yZ)wN-_x`+MjA|Ci?A<~(fu31a<-
zPx3!#`D6hupC+=x%BOZ#P;Wk&2U=Cad-D%ad-Gqx<<ozc?ra|Z4j~Z7@-KfMCn&Fh
zvg}mYyigCQxC4pg!-}jlNIw8akAEpB_giOk@V8ur<?nKs&OFdS1EdDW<*aNb28M2D
z9>>mOj?M2F`5QoYlek)b=kGrR&O0}oAF`*x=I_DfC3xPd^(22QH^`wVnTx;G6eQLy
z?3?_~^WalZ)7Gz7MT@^h4I~WG1DgHv>&?*;@NIp|-|`()XnX?|jBmkZ<rDrEDR777
z2s?kP0NCxXK)nP+@5B%+h}Js+4cCCmN)Z*17hEmBJMs&LGVu5Lf-(mvByYnC3s6(t
z1I@|Lm>3v54?bt{VYcRPc?fn9Xu$3|xKsvrQV`Z3fP^rp-NOzd{5kkrKEMor4lZkt
zfF{lP8~h<E`CCvr0xq4&pdkzkl)?vT{Hyth1-J}CDt|yLFu>ui3rip>ETHj?uT1<6
zZ$SwI<iS0#2;U45fsAj|!9+phO~~ULppGTDd^7<mM{A@=fW$xrDtLV30I0=w;)T#H
zaM22Cublu5IUL|`IRL9Jwu6!|TA+eDnI4_YFLS|V!t)nQH~;^C@%IL(V0ixG>kV+h
zkY@xcEkA%uOHd<jN2luvkZlKExZH%a4|jm<I{+%@vLLzlw;@8yi+MNy|9?3HQrI0b
z1{Wn@W58yB#wK(zj9~!xR{p;ThPWUH<buw7FIYe(K|2C7%;6?M{r>C*#5D&%t~v3t
z2vXoofanF;bM(gl{~$;Hhd5Hq6y1a+s3v4VOgLu@E=oN*eK&yJ4flR2$aUSm8$bcQ
zquUh};I0Q=-i7G00PA{&smmU#u3g|&N$+1IUI)zx-G8A8Qq^l~WCXJNAJ|@ac>TQ&
z@hBqLe?#niVutRcOHifIF!6yDq<bK-fa$iyAlor~wEs6GJ(PlEJMX{f1<}2>VsKMd
zfZVsiqcijXG;DUfhy<zW_FVxAn++b_p<oAq0_o*ah#O{LxK$0+t%1KFAu<0NI2E3N
z*aos`2RJ0a73`;L$Uy-f+mZyuZs+|M&msCgAoM}g$v&tau#@1OLJbr2u$zXeE*TQW
z2^i|~P}QkI)K%z%h5^6AhXJ9MAG`{2Fx2vAkif{sFjNxNP|(C7qWpmmyMt;v{ua<k
zC!}M9Z5;Fjs4vp3?A!XJq!L^}Erzw#W`SxBZ0$!D8|JzY5AZw(Xf<j{GH3!K4yDJ1
zu>uP;I<E@W!voeM2ht-6>el65`TsxK@BnDc{)N+(|NmduUIE8wm<~9^U+7)^|Nr$h
zk6zoQPytzxz(kK;+b>W7o~!@=zYGG^5}o&7@LvV%w$O#>{&400|Cb#9|Nlptp8(AV
zf`SITzPR;&Nd+i$N{c*DO3>0Mk7jFz5@(Or+a=i`$EFeXpb~Tv2eeGt@IZ7dbbT9$
z3#!~0K+`humm%pk9pXy?ZHPNPK<=yp`JvZ#juu4B<jVj5uRGHwfW{&{JFkPLBYb*Q
zpGkw4{^|acR$vHr?ELH5`OQc3DcCOu|1!TgehE~>zb#QPybY`GeL8>nbbfQ`eDC;Q
z<c>%4VMY(jyQQx{u8NL@t(ZKF6h5C1GcbV7YX+^h1`YF}Vnzlg215m7BLzb<1w(~0
z1qLlWA7^8R;-X}I&{afw$zTCPR82^{;QSl~$GpUx%96~&(o_X2g+wa_)ii}95D8i&
zjieMS6Qtj-H23hzBJ%X>I?KF%WF}>g)o=y|hJum`1!CQT&5VMQN{aNWrV$eg*ldP~
zfg++PHN7ac7<7}DPiCH8GDLz%QcKSVa?w>vVo9Q*2`Dy^_{L~_BQ(At8s7kwZ;8sa
zK;@dFa?Mb=rl?#rmmxU}bg38EUT3fxXRtZWrYQdZVBh<8>w@pcHrSyEGcYiyrYWeV
zp$n40r!4ju81l18undb*)LYB2C?Ft|o0^+nR2iRIRFn_BIfH-(H0jd3%#uv-J!L6q
zGQ@FJizy31Q2H-RO)kkVA~E4Zod+)4AjKOv4C0gXQ&Qve5_40F!DSsHGgzXfS4(h0
zLy|{Jv6kTEh$N4cW<i<F5-l@XqGcvaaH2-&w?NNLXxYgE&3zVV?z2F1p9PxxEYRF%
zf#yC7H1}Dcxz8NUedcKHGe>iuIhy;-(cEW_=00;Y_nD))&m7Ht=4kFSLvx=Qn)}Sq
z+-HX7J~K4;nW4GQ49$IJXznvZbDtTS`%KZ?XNu-NQ#ALPqPfo$&3&e5?lVPmpDCLA
zOwrtDisn8OH20aHxz7a6eI{t`GeL8o37Y#%(A;N&<~|cN_nDx%&lt^p#%S&{MsuGr
zn){5=+-HpDK4UcZ8Kb$+7|nggXznvYbDt5K`;5@sXN2ZHBQ*CJp}Efp&3#5_?lVGj
zpAnk-4AI<Yh~_>+H1`>zxz7;EeV{rSNgBjOlSOhoNEXTMATE;AL0quQox$#N2D`%9
z091T4N;6x77H@#|r#?CU|Gx?&14GKm|Nng$85l}V{{KIPk%3{#$^ZXBdq%dL{QrLq
z3j@QIlmGvxFfuTNocaGBH0fP(=Kp`tTJR}n{{KJ2!oaZQ%>Vyi7#J9ioc;g*3dp>R
z|Nn#bnLWAo|3BysW04#G|AQ81yWIN!{{j;OL(A>||G$8S^X~lruffc~;PT-A{|IIV
zhL$J)|93DmFg$ts|39cdQ1bl${};>*3?gs-|5spPU|{+D|9=Dv1B1$!|Nk36?)vio
z{~Hzt2A8k@|C_KfFn~7bf&Ew&#K2e~z$neb&M|?JT>vBw+Bdo5^#A|bAO%ni5(hCE
zQPeXqfM)K&>W}^Z4_b)Gz$f6wC*j4<UCz<KU@v8@Wvl|emKmfUbQib4iU0q>v-u#y
z7#J9I7#J907#J8bPW=C030lYE$S2Uo<jl+F+0Wd^(#zVz*38bV#>B<L&fy5!<Os40
zbXE9`<NyDIHW4y_)%)|ZIr6ZB%mvAVrWa<M`u`uiQyDDp%**Btkq6m#2DDD_^#A|!
zL2J5T@*XhzJet{=s~JHS2698(2b!gbIRF2DDQFibOua8meKR|=Au~uh+<iKX3=9!?
z+y_cO5;)uk+8zj6t(kG<|9?f$nje^bfe8DU9zv`G`DF$p14GW$|NlYv9YeyxnU@Xj
z7nf#s<}R>bK#l{22WU}6&h`KQO_0rYY-VQK4>1#z@ZT^pFm&Ab{~xq~lferVA8x#C
zPCd*n%`8lLJnS4UhmW0c<6#qMW@%&UVTOc}0uuv+$j$%%e_{<&w`O+c1h6~YpkW%o
z#K7?6&j0@opw*2qKccw%3Rt}hRDA;z1H+dG|NnzFUcvq8+{4_=!n6b8a$g7qO;a0~
z7#LI@{r}&M>`#dLXCQ^n+z9ocYimIZ;aVR5|33q#dn&+*(1SY|q#YET3?O}=q0u+b
z|Nnmm+R=;EAE97<-VlARpfn81GXcyD3`^eq|1S!6pBpb5#C_{v7J$-11v3M~ocI6#
zuLI>5nE9aiN&%^I=k^9sj@%5ObiV`?_D6B&izCbo3<r*5&ljM)`GlE);lca=|3P=G
zGdS@H^fNi}N%S$h@+tJPIPq!puzK(rw6S^cSv0fz@;MaoSvc|;IPz&Y@hLd*NjUKd
zIPq~XfHn^6urM%ieE9z#l$}A&9>t>}Fd71*Aut*OqaiRF0;3@?8UmvsFd72%4FLfU
zh<yf7Isi%+ctXWpA#?zgE`ZVoP<c={1*8I<UI-O{QVbiQ3@F9m1MLKWH>5EzFmyPB
zOkrRE9Y_RXu@r(x1_n^y6vTp^JEjQYFfcHH`t%?s?Ch|P9*9b5kRSs>A83pQB(wr5
z59$wr_z=|$3}65K&j;~mK-~lC%7gd{pne+z0|S&|xB-=i%^IAC@<IJJkb2nJW}pL&
zKztYmb-h4r4(Rz)P;CqvPzGrH10)YR=m|u_&a6ss1o0RcVB#}CCp{tg`-C|}9xBWL
zvtJG(3=f~*{~`Wkga+9^DBl9A@jsLgbq>P^DE|XAfPX^yu=s)+Pc`ZUG+xjR+y+e#
z$Ds5zDE$mde}mF&pbjbn1A`cpR)f-JP}&Vjhe7EyC|w4n+o1F`D7_3yZ-dgup!78;
z{R~QfgVJo!{2&IU(fvV)&oKd(5>ZtyfTn*~e1eV|0;zzVr)Un92Z>?B2~c@-{jhTa
z3F-g;pMgQWxTL5wxkLdp6snHR5<FtC`|Uw9^q|Sl1yFxNlNAFjU*ItUuN1QRTA=gh
zXk<QU+zWKY6s_D3G9NT^PD}IsXdFJEGLKg72aOwn%6M9t4?5ruG+s(e^J(dR(1Crl
zG#^wS(=vQO=F`Ic51{1%Xsi@ekbuqr0MW4Xr(xv>SPTo{FcDHNqw9yAJ55Oc0v!6`
z=S>q@^)Ly${jhVU3E7{3LqF_%X+ruB;Ls0051N4c6((bMKkWQwLiRV{&<{H&nUMYm
zIP}*RLn51yeupX8-QPo`{slPn&n8ko!&L0{uOd=EtULo9$O-Z>to^W)Nc|4b_=UB1
zVfta`Cld-km^`d~3)6p&Nc$OZ*bi&}z|05v4I6HN>IY5RfaGEJ!_QlW%7f&vVQ~8=
zGp~fyb`Q)fuzqO!39?RzG?T#klk@Y6OB9kb5{neHNYl;$(GS)cZ4yhOX0Ru?8Puud
zf3n(-(DSlETTDT99PFHXs<j`X<}YM`^s#7V{!9i222dM=R_22?-hvL<rIq>985kHq
z?K@hTKb3)j0aV7&%KR<{1_n?W2s^(YoV1A`VCS8;QK%nuJdZM{{XGj(o)cj;SP9I2
znEPoNKC}#f(BVR$F&Wr>1+e@J8wUb=mJ9+GJ|OdH>Hc;G1_oKsIrh-_gSnp!C!=VA
zxgVGL)CwPv`LrxQLFR)}Hm%YpDF1=R#Aszc=l}#z8-<qUgYG4urTJE%^f?n03(!G6
z1_sK<SD^JHsQjX3`42K5G<Hd=@M&aVU;vjtGzuS(`LxVmpv~r>`ioZKQ$S(;mczin
zpi4ph2I>ybGXH_hr)B;FnNQ372kNHKGXH_hr)B;F4MT(GcxaV=LFUua{jmH&EBAxU
zr)B#Els`cWZE5BHJXrZkqxKOl^QqN70+~<C@*8A6Xby%};ZN)M&4Shsv~qtu%zPT9
zA6({BEB%1Xr)BvZ3kx3_wO@j8<X>uq56FC4mTv(x4j(551_n_1K<@Z~I|F1-1+DTA
z$b4G1Z$ReLvVG%5<MAbs`Lt{wfR+K!GJS*02kmE}Rr-OYZ(5oUT0=uC^FhmGu#L}9
ztNa3)54uu}mhPuz_}D_rFZA&@l))%6II!_6T;@|N{6Xe})@;!#{6Xf^GJZkl0Z>wZ
zfYyglGJXuRpH|@qGM|>|7qpiOJbr`LKBQLq0+~<C_y?I!%kTlMucGDn3CMg}wl6^D
z)3SX5%0IMhpM%V&W&1*pfq{XR<KH0jY1w`Om0h6x1-n-sHXl!|{0lOlmgyhV_M&C@
zfZPsR<3_9U88kOc%lT)}*fc19Y2|*<*db_5Htb$`GMXw_wZPghAoD@{ZejPt6Wh;&
z=?A$Dgwfkql&)`8m<^fFL0^9+3tEf{y8jqDKZDhC3=9knIP~ihss8~E{kBBvcbJ3S
z{k}x%Uw}h@ERp&d=3=)$mq`5yQ2n5?9Tdi}^+UBp>R*6Ee=m{xAK=hGmq`5z^RWAW
zEs^>gaOmGlr2Ypu^q(bCzr%d&?!QZ<{slPnza>&X!vgH~|0Pm?0uKGW<)GBWzyK>h
zAUsU+01o}K<q)-m^eZgH?tWb&^*7+qZ%d^92RQWm5~<%|5q9^-5~+Uy4*j`A>SqAm
zBgeqNfL{LA5~)7{hyGq7^&h~Ye=d>w6_#KRzqLf_Z-DAYFaP!uss8{D{bz~P&#)A`
z`|lE|KLLmSw?yhcfJ6UZBK0dQ!|s0G3gYr_0}lPNMCyNlL%%MO`W=>IcfT!>`WN8P
z?@Oe9h85WDk0nxn0uKGTMCw0)Lw_xi`W04UcYiOD`WtZQpG&0v2RQVvB~rh`D(vpx
zOQik<IP{+-Qa{6L?DpR!Qhx#t{cnlXe*lO6zeMU+ScBdDyp=@ee;oQ{iPZl9hkjim
z^*gM^?tWV$^)G<xN3TD8iPZl9svo`njU`gQ!#eEl&m~g-0v!5liPX=q9=rX$MCwn#
zp?@xs`VZjHzm`b-3LCJye=m{x8*u19OQik>IP~8oQoqAS?CyU{r2Yjs^#3JNKf@;M
z_VZQ|m;V!R=$9o@{{bBOb&1rkuo=7iZHd(1fJ478k@_D%^`n;`u|(=u*aC4sy8c`u
z^(R2}qnAImMCw0)Lw_%k`W3c9+>dVmTq5;1;LyL8Nc|6R=-*4Eeur(?-G7!y{R?pD
zze}WkhV9txe@mqP1RVPR5~=?H4*k5<#N~g59oXG3OQik=9Qt*M)c*j7ep@2-!^ZnT
zW9J|r!^Y2iiPZ0~6TAQ6`*#V9e=fkGAHIK=fPRKu*zJe!-zA_w0f&D0{#^q458%)b
z-@i*hKWsc6G{1lx{xL*`zrt?p{)g}XC15{nydE_FfNXy@k@h!0?T5I6fdQ6&;QNOO
z*bf`e2hFV@+h0Yb{jhle^z_?Fr2Yd?_oJ8J@cqjK+z*>i0L`x;yMG3;_Cw7F?XO4H
zznn<@4J9C5h<zlm@Q3feg_;jhg-JR<<w5f+AX%7x`2Jt0JV*{3J^-~Jv~~g{57Q6d
ze@sAs15_S1-w4ycmPr3IK=q@CAAJ8XR379uY}f(ne%QG>F#BQWuMir)Wq|4jtsMZF
z57WPyNcX!tJ6kDegeH~dm6R%&>zV2q=o*)Td4_d{7J3FInh;U&0kIHAV&B>ZI{bl&
z;Ri2lYtaPgK{wz-nL#c?!w~h)gkkC%pa(^XLJu55Qw~1pnTcVd3{3q3(27w828MT_
zRbA+c85kJ8@G>w!B9(*DQILUw<tHlx!%2t_7?`?Q85meBEIAk$m~)vJ7)~$=gYG+H
z>EdKyU=-~DB}NtpAqECU$$lON1`d{&tPBi{vLJB*mdm^h42()3aS4_w91IMMDj;zM
zmK97442<d^wjxU%I|Bow7Kp9HQp3o=z^DsiE3;T~GcYjfE#zTfP+>6uu?;}xXt0E{
zF)%QifYcbU^n&cQ0I>~O?t}E&fYh6?d;qDp2Z>v-nDH|(Fgk$PmMoxyxENhQY%3N%
zkUKp<Y-<)akbAsAY#SD1khl+sZ3_+)Mn4eSj%6mu-T)BWo`nbGmmm<^f#oj9{16b^
zk);Y0CgC8q6H6lx0|R3ui0#ax$jrdN7<~|QwHr%4C`{r(ehFYP5ny0oOa!TkU{PdY
zU|>uEu_IZwfXqw<v7=bpKz5~p^d_(z1^G7<#Li%e<6>Z7%mc9tSkgdlE(fWvV9^GN
zSAf`+ERR9#Y7o1MWfI6ebs%;%i!;c-O(1p+%TAD8tsr(SOA5%39Uyic%XN@l-5_>7
zO9>wX17jbE-N5n><o-z@_jj-~g2H(!NPGgzSCBa~K<tSuTS4J43&ftp;sA=@`5^XW
zmRBIZECR8ouq+1YT>@fHWmyRlUk-}987!bvp&8eJ%wNDF4|4MckeU@NF`)R}1Y)mb
znE-On77%+Ci!aEJ+d=HrEE_>#xC_Ky!veY-m~k(Ny_UrSWX=H)dmW2C$o+>w?DZ_3
zAn{`$_6C+1P?($qu{W}u0r}-Lh`otrGsygNAogaKJs@{p1hKcUw1L9v3W&Xx#Y>oh
zf$=)X{X1CJfa2mNNPG{=Ymi-cLF~OOwG0dlj1NHUeJt7_y^lcb{VWQguzC#g?*Ue0
zUIqpxiTj)k46~UT7#1=!FtBX_WiWPoRt5$p$xRFl3>#pA9J@d=44k0akn1HQ0|Sfw
zS{?=lPEd;A-p0(pz$9D751DLXJ_2$FvkWH-0|S>UCj$esEQrbThM9qZr9p^+fm!Z5
zcygV$)PjM<^EeL!12gCjUlwLH8@LvA5R*q9blyE!i-s0Bd+?ST8!@nWgNg@EkP6;X
zGZO|DpQ|9J_^>cA@O6Xy%_=GYDn-iK85mgg9)RrPpDDn=z$$(h6cQaQ3=DlN3=C{{
zKwjc!;9+23m3{<@<3%hC3@hL=0)M#~7+4icm>C#AVaIrYg@NH1T$X=5GXn#wYBVU0
zZm}>hJV3~RPC#eX6cA)!VEn?u!0-z$!~PUxmw_ig0|O^3%mEC7!NLp-Y)WUC85lTV
zCAgqF8v_HIGFS{&aR>&nGcd4epo&f5W?*2`28)4D=w@JG5S+)$z`&*p5rek71dBoT
z=|jaJOLqjff%F=OgU<AZ7SjUU_dsH%((DWjpftjLosofo&D@upfkBvsfq^@fkAZ>B
zp_Ge(0UYm1pyT!S?`CCSh+$!15GrJ3V31H?J2;Jvfk8O8l!5IOIE01MQW)6If&@8O
zZi1Y4o|Tt@fk&hhWcEccTR`MG$lfa;Qw0=QpMq2!nj*}=V8X`0-~tK?F;MjdauNqf
z4TESANc~|@6$Xl%Xf_6hM3^!L*4aD^3~WcdI2jm9*cce<VG<l5{S0D9L0YfB10}nD
zm=ps8moo<g14}q4S8=z1ym@mu8w0})Rt5&{{UC?l2Hh79vYWdV<hnca1R#MRzL=AN
zfvuf!1rMlJV_{$rT)@o0z%JwtO1cb;3=GWbj0_9{?5f5f^H;MlFtDp-fZ8N14x9`O
z?BI0HAzYG}&cLn#O3^$Ldzly**tH<$F)%PlICC*Duxo?)poo(=CBVSIt^?+SDoqI^
zMg|6UT`(VXlM*Y)K6d>>Tnr3F><kPQphS}gvJfI+;K;|o(9O=kFdHVp0dfup$ZiIR
z5<?CF28MO)3=D@cl|a?;NiZ<5oBA;`FkEA2V7LQPR|2v_axKU)=6phsJoA;Efq?@Q
zK@3tw!VC=T_A7ZHp(d%t!N9=ou#ykLmE~YyfJChHe0~N7cE{h)BnA;=;Cv5iMai(R
zce5}s$nFzjU|{iM1SMZN7C%N%GlRL9iGd-5L(Yqffq_MegMool2o#eHET=(i5fGb&
z<q?Q20b+Bo+yk+tL2Mot(5(`j&^E*rP6h@}1(3K1%SUzw22NFw^CeiU*%%l&!EFdh
zmcuLz44m2^aVeJXLJSO?;5LLbiz_1o1E)SnuMCR}D+2?kA&9NOq5;b9;5LK`3uq-Y
zrx{3Gg9UUmE2kBRt;3Q7D#2_(W*V^Ya4|4&+JnSRSad+{aRG^2u*3>8FmSqq*p@6F
zAoqKM*j6mud<+bnULdwLOEJhjz96;@%Q_Gn+@7#y3E*X5-~_iP>{uc};=v#__AK%s
zyTEM-2NqBSaz=y19a%tyHD^4C?ZlELz`($n24Xw290R#03&eI|5oTgw;LHKBU0FaG
zjk5s6c4Ju&3b%5Q`#o6fL19$`68B+Y1Bo|)!~<B4fx@!|Bp$-@8x%fmpv)P;q6#vz
z9VDK>vI*qoE)YAB9aL9wfXhQrc3@Kkxs`#No1cM!Lrt8Ifgyy0fkB?j8kA1BOF^|r
zlc6vJ1IRA!dSM0zt`-jgNRs5f#>2qC)ha5?z);Q0z#zy9;<kfx&o5Bnsldy?z|{ff
zgDxi*{3^h}z|{%ne+0=-W@KRC>H_mWf%uUi%euk*&mjI3b_NEn9x(qah|k2yz`)fD
z=6?h6UxC#3f%)G-d{9%Es~^k<-9{qF1u}mEnEwMLe+i_1BAEXZ#0M?6<(dTMgKk3?
zOa$3C8O#TzW5K&1_f7%xcZ1Z=<6>aonhNHh0`UV_85p>xf%&IF{6>)a8Q_XxbJteT
zW(fwtcOW;+1dH*RJ%Dr<WK%%}oIm4fZUzQ97JqQAW03U#)w2PN55R%}P(ce&(HF@0
z6)YGC6=Vmg3}WQs0cj6{3hD|lFt7wOf*M|OEWuF0Yaqc8Mia2g5U8LnsL2t^2x>yf
zv4lbe7xFPMu!J$jfmMb<1*e0GfN;iQuwXb;Pzcoah+qVzB{`M|h@cE3QvnwPg967K
z9tH*(Mz#b{7M#k%z@W&&nweL^zzIq{G92t}EFeXohK~{ls4pVJ!CEW=(!mi9(#XU<
zTZn-{hJ(EktPWHYDubFI$||f349XTD!UseofQS+h(ZR~VpaQZ8RH><gno<Ax85B4`
zb&c{lHjriD)XXh@kePu&o?8Ocu#xAM1eMTgXV@7SxYvOs)LsfPFmP`IIZ`d0mw|zM
zYb-BFFGx=LKG+yg3@UJd@`M5hsQOV?;HctdU{LPmVqj373nJEnh`k`<EQq)ZBHn_C
zzaWB_n}I=D7DVWR2wM;VY6~dGf>^mAq83E-f{2CO3=A4Pd=4B844Ttf85nrPK>3T4
z8Fub3!z)k<03RF7!N?}cz`*lajDf)%v^*Eu`T$X7j0_A+94uFa85o$EMHm>EZ&)*c
zM8L7Y#0U;@CP<JoL8=2LMz%;E1_mZ3)}O)*3@nhiV}isHbBP!O14|ERi!HM*h}jEb
zvU0F-Oaz$<iF0-ko8z<ysJ8zq3o3skL>L%Yzkx4H;oKz3z`*(&)U4#-GzE$O0kH)*
z7l<)1u>J+HB{*k+)cgan6*##-YW{=R8eH-qH4Ka(jscfENP-c}vEbSx%)r3P1m-w!
z?FA`g0dqXKYCs%TFeiZP4M-Uqm=nRJ12TYvF_ejcA%QCwq>PI(8dU9Zod$7u7(os$
z;F<*D2!J^yTqi&V2r+`rIH=(21Q{U42<px^aIFI=6K4!(U|?wC`U8@YU`%9UU})y5
z0dZs)3z--gI=Ie&3{YjPV_;yIz;zAePhCdPi9Iv8?t(aaV9o-rCm@bKn6rZGHHc#X
z=4{~l1mYMmf>zn@;F<-p)EMlx16(UXGNz2>ObiT17`R2n85me+aeNeEV31&40P-Z~
z1(1S;ASMIn4v?c3fxOGXxf#S>2J)={0~?1569WSq$6N*m1|CpEf}G6@N;4o)P;7!l
z+nE>`z@owod`m?b82Imk%&=z!iSx69tagB~r-H;C!E81T(9v81p!<ddd&EGEJdpK*
z|3J(RFf(0*fq|_P#AM=N%@bi@U}9lO6k%ZCXc7T6`2@L{85o2r7}$k0K}lPvl7U?q
z#NuFJZWdu+U>AAC#K6G(2E-HtDdkWQ2WgWCVrF3A<Q8LKV3!0j891+ilt_U*%)z-8
z)Nqmpv3VHSIK-G47?>5s85r1QK)rt9)1nLvjGQ1@^idwhIc1>B!3s(Y7#O)hwuuy!
z7&0*OLzzYljKWZ+F$1GGlxf1iC=F(oF)+%5E+-Q$U|>`SiGVyLl2TN{z^Do0ih&GQ
z1#LA2o#YIXWME)m)Bue#h_|sqIw2C)Q2EKM3=EQtp^S!-j3J!Nuyc+X7{G?)Llwcw
z1xDR876t~eA)ve~(F&DEH3W9pG6RE@0%*f10|Uc6RtAPT7O+iBH4F?=o>1|XtPBj(
zki^T7#MdE-uSOCFb^9b4L&4_UK@z`*q@EM%Fp&A*5aQCXP}#!Dz#s+l-F{FN01k#k
z?k}1g@VkbkdZDJAVr5{k0V@F8Dt#X+eidX2BWPrafq~&3D+5C!LXiX~k~q}43^F`S
z3=B+Zpd`Tz3Nu+&F%W+n69a=BgZw@b1_lsj3YY&W%D@1^?CSFSMHv`Cm|a``i5LR|
z2y^ht-xg+I0AUVcd0{aI1`uYqRJbh0zyQLEJ|YYZP9h8poD3iq!*Wn}hv6TnQwu5W
zuZu%Ud-UPNvmp1Ol=z@4mzf~-F1aN>=ui%5i4S6eN_@~cbxhC_AH;^0_=<=UKNFO2
zp(TDl=%{vRi4S7KN_-F-R^o%$uo54{hL`vt4!pz%ao{CBhyyS2K^%CA58}W}d=Lj-
z;zuHv`0>akKFGoF5+B5Ym-wJXj_?xS7qp!KR^mq^m-wm3C4MP#i4Qu~30~s&GB7Z}
zOMDOqUgCo|@Dd-yftUCu3=9nL5+CF?c!^()t;7d;5?bPen6MHb<Xu>a4>AN);)71!
zXX5~!`^W=|NRYF6L1_k5;)7xnEZPk!@j;?!B|b<TR^o%%&=McSX5*N{z`!7|g^7Uy
zTH=GOhnDzYCZxm%F|n8U{IC)qbfOXixWoss;3fV$M2Qbl3M=u$5G6i{2`lkI9)^|p
zAU3GPmqL{Is>}=w!k`?<C=W7B0Tj&)3=H7Q3_->3oK!Xj29ej|3=E9&AXk8@Gf{Av
z4OY)QaYMamK}j(KqkIg=(1{D`#R^Io7!^Q<wK6g=i2H-IDuc9kF)=WRM}oL2AZ|1>
z1A}-Lh^q?XYJ*DXLJ(IC#GL}-R)DzbAnsofHyOm$0C9J*GB8L?0A1$C%D^C&$-t-&
z@){Ex1B2u)&{+@+3=HWU3=E(vE~OYlIhkSSKua-(FcmW}ND2gkaw$YnEeit!SP|^7
zXQ(1+Yp9|!4h9CvY$yk0?0T3E*zwL#9g+u;6kUNSVt}5Z3{xZyo!S7I^b@8Cc2F}+
zkt<XY$ZkP!aUBYBxJ(LE9Hd!_F_fv60jh&R){BFILB}8BF9FcVvu!ym1A|-?2LnR~
z8v}z(22`$<1MFW$Ln%<r2|Hm|iZPL`Y)1Vz4qXO_QMpj%0U)F755bJu0y1h5R1VcB
z*kQq7qgEgp^%AOl0mvv9W;Up+9)OJEg+>>uQLuA+85pF?p$aB&Ffd4WK{=pck!*#A
z1&CwD2KE#vIWkE0LM3K%FfjPTB-Ye3$V`PwfOJSPhB8lFP|v_1462$KnL!B_R;_@q
z{sgCfP@qE6H!~!CZ>SebcVu8>1EoR@b_NEqbSDNzb`b9;nCHyE2ns@mQyd^U7Y0U7
zklbue5YLZ+kqg8#<YHhDKLbk4!XR!sh`S%e6#;RNaWOE6B{DFIf;g(&3=CpP42)tR
zjt7X7!oVm2ax196BmtTi*9X~@$-u}1$^xIc85krpydkLolt`l4!2!d`3_FS%nqDL)
zLluF-q8OqGl)|KEAc;#Jg>pb9ErlrJWQHBe4Kqo~2VvbQm?GH8-!Mg4NQ&OW6v2+?
zhAG;Gq(}skOgWihXK+Im$uL5TD3F^#S)d-C1*EN^&ILuh^jjzg<Us~`NDBrOM9d(K
z3Xm4eE+z&BMFu4!aRvqranRf&h^4ezoPl8>m<wVlgW5JA%oMKtRh)qVggN__dc_$S
zn!$=dECv&4(9rEURt5%W$MnAhq^W{FlgR;^7lHIjEkGwULfR<IkX|V>q*uxe>6J1=
zdZo-v$h}f#NUxL$(klgdhzZgw1u;Qwls=HD&^8K)4Qr!FA=)UQF?R-N8>IuOjRIoB
z+9)74tc?O<!`dhyHoT1j;=tP|AP&5Z0^-2iC?F2JjRNAp+bAFoyp0ls+(wB&Zli!4
z3~!@=IPf+KsAUFkqkvk~@Lp*MavLQMxs8&C+(rS-q{G`NpmRpyZ4?j(-bMj&;B6ET
z2i`^j<xF@R1>`n(8wGS@Ge)lz<Vk271;m84Q9#~>wNXHZfZ8aab_g5CEKsi$6p<ij
z^McY0sEq=OO&*YF3#g3(5=CpHfW%>K6fhgwMgg(eI6!S4fwhP>3dnkB8wJdSv{67z
zW=OA;8PY3dhBUHaol{Uj1n!(Z2hAdYn<^j{2LltNa|&vzFhM$}Af*JFDj<KunkpbR
ztf|5T>70U_Dw&cD4D2kRB7j|P0_aBT{A>mW(Pt8%nf)3`1_mb407=k#6(+Dkg>+^H
z2C*=Z?0k^w2jE+t7#P6!<$?=%7f{2ZjDc}Jh|$Btz#yRunpIr@QZ3BOz#y3jN?{BP
z3{g@H3{sg;PNozC!(V0w25ClcwJcQu6|azDU{GQKi*qu=Hs4A^8XYn{NQ$IEtrFPo
zUZ?^FHV#l7BL?aeF-`(G-~i~{IMC5Zpg9|`bK_YV7{tpM7$<?88_&zYAiGPFfq`){
zNHv305!8F_QVa}pAkF}FHzn(!;vhdrHY0JQCP6tMhu?<i;ADpF`h~hnYB7=`23Dx=
zU|V}(inbsrQiUmk?caqdItWz+3O`$jB2c9xa{($2at1hPU>kR#8X3eqKyg?L^5%tf
zNOc3gQyCm6=QtsOQVR-{eY^||a=XB)LCxG~J_ZIk9#9z7f|8W7AOnL0ILPWiW=$1j
zV303hVqlP9XJAmsWMFIqDS9Z#z#yfa4Y6jj6a&Kxs8c~h06tLhMWFP+1`Q0@K3{3Z
z5Uw(hDJ&ccDjW)G(u{$Oh73|NIS`XTp0kJPfbGnLdQi$6NfBsG10)on+dn~yY8e=$
z8j%!r!c1BK-Qx;U1ajbfsG^Nh3=9h)ikLu}WpfeE0L`3$Z8(5rLoow`lr>b*0VxKC
zdr-|FL!F`Gposeh6)$FBkV%J%gZu_I5VqqL<QmY3q0~Ll*?|lU4Ckd77!24!;T6JE
z$G{*Z2MtG1_<DfF!Gjc%%1Gi;MNrOdDF%jCh$2pA*rsf0#t@F0dX%7^3{?+u&MKIC
z*d}7Alcd%{6@dci5JVAEJp+T(9;i4-^K*zeCo^mZHB9p@Bt@V#H4sljw`sx@{YFw`
z2x_;2ayx7<HB8ZRXgq;})DxlzlozB9L&ZVP$b*P;GQ&1fgEWKO`VL9aWSAn@Zc&gT
zP-M<RikuxVMX)WQFhv`oie5=EFkFBr0z2azR2<}tuMlxgX4rmUnC6#IMIb-$a)Kfk
zQXVov3oejmBZxRBGi)<3OtTh}qHvfZ*p6SAq97ziH84f6ZM`r>^-x7Wr5G62z!bsu
z&V!OkEdwH%7%|8!hpGoT4;+CEs1e8@W(6uh(m_Rp0q9;X(9i{V?Fa({;~dZw38)NC
z2NgE~La_2B9aMDO5P}uS86eFJ@&-%{3?<x<!X*c!0@T-*`U)CKV_;warRzX0aJX?Y
z!#2x8i;Zn*i2PaxQv=)32=n<BBt^4fieS4AL5e_G?HiJ!129Fft&Jc>pyGiGTC9R{
z#SMrea6T1+ii1jo4^VNCdKIWRC=5lpp<aOP7X%p!N`ZDrimYIYV4D(Qiu|C8K#3>_
zq6m}%Wip`RAREB31ltV>)yN>#3=Kw5+0p~n83L~FZbHRDWsBrJB#x9IG$=r&_cgGN
zP)=spE@yB`VML@9Lk1~1sCrQDcn47ra+{PcR2<|sVIHXOVY_vq?vrvvQUqGh1@^=N
z=$2xbqEIA7u`rWh`-WkPa*-4@!4$zZN5d4gA}Lx9Qv}-q4O27+NzoaYBG@)tn4)&1
zkpBo%1l!9CQ#2b%5oi(;>^s<oVVI)zNQ$g^q2UDE6$(`(a~Mex*c8~dWvBuMu`i(P
z7zN5v3lbr@q8r{Mn!*RE{i8tHu|x!x9iu>*?Kg-EZVW_$#>ARMVYPoW$SlxEwd7)u
zItB&?P+F1N2IYXF^%cyyuuYs$*GOGLQpC>(^%HETC`{2~s3K6JR);78C!B9kagYtZ
z5OGds*fv#Z#t`PR3^oQSA!wlkQdI;~1=|b@vZ988K~fp22$W-Gw4oeOHU+gxYd~`-
zhd{yR3-YQ1^yaf@c(BdjhXk81DA-)ZV8P}Ka^D#c7aVN9pf*&9I4s!wKxTarXJC*N
zhQ<Rp*mR&AkaHFJp&<g>I|_0xs4NIUQsf3x1lynrQ<M!=1PZn|h$3*XwLrx|HZ()T
zIhh-vyIVn;YZw@0W<wQ$0t6lgouDwV0=b(Z29k6f;3YY$FeD7DKw;n@0c$u~fzrx+
z30O&P4c4px8rHM}^<q>c85pF3;vj~BiXL78u$P(Y!9^M<YFeSPpwN-*LgGlxgK|Ix
zkT*mhC-Va6Hdk254^;#5YynISY%3(lv!LL-grsOHOc89qB23XcBt^SmieQ@(VT%4k
z6@ik@C5R$WDJsPdI@OqgfdLepub|>}3=EPyP;pS1C?yZ&fZQr02o48MX4tk%kPV>L
zqdAfy&}waPCWq}U1t|h~$OWnhWNakFByiM+L&ZTh)Ir2KnPD3vL7G7}<Rd9s3{wQ#
z{R&b9vY`g52$Z;XLll8+=!S}eY<K_>=VXR$U4&_#kEDoI2<lOV&7cuD5C=T2EVUU)
zkrqr5Y!fidq~l16{9%e<JB?wAZX+owfhmG*2Zky7jHGBLOc89)CrA;f_UDFXeUR@!
ztKPtY58D_GQUnSbWh6z9VJ5+LUqcniSR*L{n*!V33st}%2Ac3=)CT952uS|;30gS|
z?xl%|K{A^*D6<(z!7`gRsD$a4f@L-xux6>Bkr3^m?3E@A31E<COrjv-po~=q76*-i
zGe}w@iAy;maTX&KNrghiL9MQ{5OGds*cMZeAL<yOIj|V264apl3sVW(ObTiy)Sxsd
zr6xkvgTh!z1mxUMPG;EVL6FIyFkX+O$Q`B#wnGu7=q!?=9GD{5Hb|JF`%p!ogxmsA
z1Ww4`q2eHCtb~YjGQ;*@!Zh=OChr&+7(n^#AVd*Zvm#U+r1=>{oRb;0ff1(J3P};S
zDAc2{U9K=i!AOb>V2Tu=TM1!`3Xv3r!W6;wtHKmDLluEMnhQ|`cI$MgILNJ&AmW_N
zu+6G4&0CQaZHFm>?TCaaI)|j_4onej+b>MfZKxtpN%#e#2vkDKyoZW|oB_@du>HCq
zjo=#i7id@?JW%BTS|!84z;FPPfEgI)oP%ZvIZ%d}F2lee2U?fGC<hXcl7&^d@}LZH
zMwWp=@-ox}P}-Ne4dsA_blSzh5djXFS5R?~lh#1QIhkSGI6=+=_1b?UDFVA2w$Boz
z0OW2q4p1{d4Aekk<Oex`Aq?Vd6L|aKr8p!z^MhP3AqUI90$|lrZBX?b(hLl0;t=O?
zI50?_f{KHjEqNY^BXtkT0XaMsqJxtewto`jE>ITwgrukorU<r45~hd?$#?5vieNiI
zVTvT6ia@#GI7AUB{A9GD;vi>$g9f$*6snOyF%C4C#C0JU5+I=d9f-v^hgFgRI?}`i
z3cPYT1_q^0kXmk#jIym11A}-dNGSvSns!E>R0#$K6<;X^hL>^-3^Mvqc@b%Fh%p*U
zgQn<Uo7fl_B-@}0<fR!Hq;^3$8qy35(<Q(<IGJHPCPB^xRgAZxia`E33{wQ#)(JAc
zhQU~+>_i=#5`*L$s9I2%NPa}-d_(5^M&`g01}KLz@PI~?MI{*+z{Awc45}QU#uqbe
z3Pcf}ctC-nR>r^xpH!2-z{tRGO%l>iW&wqts5}FMI!Ij*G^80o<Fc&NB%uM;F3-Rq
zQvj7i4KUcQIR*x)B~S$*=dF_jhY={6C08Pe%WQ#iKw$)GH-f4GaDC1Ij<r&#G;9+q
zBfGQ|)DfFOj_82OqdEe%^^bu;at>4hDC5c;gmOSG0$En(09x`0TECJ8@-{OlXJ|rZ
zr#3S&FlaGo%SbXX2uXrwr$8)i(3})vc1jyGV}+Qz(vcElU;trGV<v6T#1vwRN;_AA
zfgxD}WDba>y+o3MVHVg}5K9}h;0Cnxh6B9xMyEuQfdPa$RhhKqBp4V(z#2g;ZEHye
z21Bq$5KDWW1Ovkquq=qB)634l0K%NoOuC?1GZ1D9*8?r@0b%Xy5)2Gy!OB4_21Y?f
zRX$;EW<F^?0dWQfCQC+UJ}Yi(Zbs1JO<_i6K5lLpmxY%BBIhY=0oqlg$7nAJ5y<1S
zkxUT=X<=h!@Dw%y%@Lr>GB9v}<QNz@)fhZMtGUJCrZF&Zn?N~ve4fJgk~WeI3_PY_
zWxQex%p4#Wfb{S&p*V;i*$yLam>UF;g*}B45`r*WJcVr}Ww;m^guotT1sM-=yf81^
zE|3RBko?Qaz#xihEX+1BWMPP13=HB>n^<8sNg&Juc@Jc{B(g@3I*=2j^cWC<3KC>s
zkVaR>z#yZ-z|C#P&CJKZAPbE!R*-HvD+ViWYgP$i1_pT!5R)6kRN!ae<^~0yB2*g(
z1A~$PR7}}~!CjbvL4}dg6C8o6iVU8@`m78LYEUn5!y-f-bbzx4*aon%n#c;6Kqq`4
zrKM1DK}K+Tf?CPPz`%?g;Ve*b4h9BRkn<QA*gzD>mF$r8!2ymNc;e$k1RyAGxS(8C
zNLu8Ena#k!1M>+l*eBc!41B^2%zU6E#Se8cE6hs*=HN7jlrBJ#!@wYfnh=B$G2kgI
z$SB0_ATiBJ5)|MfCh!!)z#xj?Fo`oTh{-Y<f>lRwM}o7HI4gspFi1wCvx$*WkP)=G
zL9(lfk%38KqLTyzgA_~{WU_Q;6C(pejSRwibxBWQ1#T0t-LkCEJOc_eP{F_;4@x{X
zl6icPT*<(ofDm9{P(*M*2|f?BryD88K>iwzF$M}Ukl!36rbFWl5pJN!5M_l&At(`x
zp++JsBXfH~Vvd_JR2&pNlE`r-g%pX%@di`Fz#t1s3qg#b;;^(J2TKd`*dtc~;YbDs
zMNsBa(qjN6PFUoEqE8uB2-M3%l;$8mgX0sHH9*OP8Jg`tdoG~Np^*bw7@7I(xIx7j
zDD8q`KtzLqnL~z~fk9M*fte4)Kq`qbB3&FQmO-Ow(2@Wet)SS1W;WDJh!n9hNU@2~
z4YF4b5m%rDB@as@3aCj*5jmzou>&tfln~~D_G+LN8!E7*qKat%G)b!=`A&j?K^;A{
zX&~!FlpvZ2hchr}ffAWEYKj6SG945lRt5%L6aj7q20erT0|P@5X!8d{4rr+v<8MA*
z21Z6kP_q-n*VEI7qvE1u{hZ9C;>5hnlFX{qB7Hb3J~=-(H$RU7u2fG?A47Fwabg|=
z142()PGWkoUS?i0XtyT1a0aSiVo82(X0jfdXl7nXYEfQdPJBvgS~0q0ZfQws1-c-_
zo#>*)C5g$|B}IwJsSp{EOXDHV%K$Z@k@z6zGBGfKMPSzJArygy(h`$X<H4-F#2h5a
zf}+&Syv!24<YbVc48h<~2W@X<L=W}iqGSgB(&8fh%)I2B(v(#F3JbG%GZWpM%)HVH
z-SoUt{iMv2Vu+HQ%q0Ev<YY`G<}lq5bx@-i7;+Oc^YkErUXqfTZv=5+aY;%_YMNdK
z=>A*Kwez6xWMW{*$xO=3hpPZHSr{0~Qj<&aiy(njl$u_YT3no&pXZaA2NAMKD$UF(
z(ap@WgY?}vnP9sjq?inZn8iz&GrgF_Id(ZSC)qH|Jz-7)@g_tvX$mvx3Nx7sGZ_jq
z>58y0F&|{$Si{1|?7|Vj!o+ODWWvb8$n4G$!5r1ZtjS@+9L}W7$gIf`!5kjJtjsZ?
zmPwz1k<lE~FJO2ADp~0otf=8Yz3@d1%-qD1jO4_e9BA|~FmN)#R$z*7*f4oZ`dCFJ
z`xRSwdNMGvFi!^&Ozy%U${Iv8gNUaf0?hRWv6$@8<R5@U{Xm2pN1%5Qb9n?arx$aD
zUJ!G+9*9*L;oZSp5K-spxtS?KgegjxDL@c{n1z^}897RrYDG9|I++Vg5|}HS!n<;|
z`I&=En+777mM|i$+YJ`c6aZ0WAi{%5Q-Xzw+1QJPk=d7H9*D`I2V#4Hm=P?D%zmJx
zU<6`?m9Q`|Yk^o0F_4}xkgV1T7DndiYb;F6s!Z;nB;&}W!pPBK(e{T~_8P};kT^(}
zCx;%>8b(3pLZ;(Pj7$;?jEta_PfQHA=$>?-*@;$Zrnn>}Co@Seg8@8=!^s32TM*&!
zVsaOrSPTkyZx$vH#r&9o$%&DL5zL-b&*23Xe!}1d7X$_I69!NSE~w|w<FI5h5ogjD
zn(xWvCd|~rDD3IY!o+-sfyn|C@{8&@N;npByyu7xWl|MkvJvF4jo!;-C~RE{%H}#E
zR(55X?)J<THsO&R)*KET4a{6j28^P;s^<HdQu&y<^y*@ms}z`wq&QlcDkPYuFbZ3*
zWzrXAuHcAZ(i67!W~vuuu4+2ZQOo2g%v2=EahAD~!-nG=a}|>dBgc6TYbIR@j!dRA
zjA9mkOrgTo6PdI{tbCZlB{|HQ3_#iw`I##tVwp?@nJoCeaeU>lXD(~v*bFj+nUl$Y
zk;9h5nz@|AhM9|F4U+*cGdG6~hbWV)2vY=~QPq(c=86a=T@j{KDGpI4UlFDzMm{5_
z2Ov?7FHD6}9GOi1A{<Jfpk!+TlT1q)k(0WL7$_vXnai2{8JRitc0-&LA;p~Q#VoAH
zArr%#|0EuyF__~PM{6U<F&wr`2K*d79Fv$r1UM!!`G|1Xf*i}?%*?~Fh9i?HK$yu#
zoXHQI!`PmH^s+H6WE2E3N<l<;CQ}e72#q9|^Sqda^f>Bbn2Vl3g0hp5zd4r4T8yKS
z$xImRYfdH&MvfjP4PmAd5#|aeGe#y23Fb<s7Dh%U4N;~EjDpMpOzn(}%9d&NOgbV=
zI-qFP61FaV!CX}m8TtP|hZQpylRD!bj?YXcV(x~_RVU&s!a3G*FfcM^B<7{$q{b&E
z<rkGO6y#?X=jX*2Bo>uqCgw2YCRW7fCg$YiC&#B{=H$c|XI7;$WIGlo=6OOZe2>(`
z0^h{+%wz_zvc!`7qWIjz%J`zxlG38Q_`K4b90q4_lO!0{SP4ok$S*4K1vLs73W_rG
zO5&4qQ*tu%QW=6v5=%0Zg9|eAAhO_^J2|zWB)+($C?_?KAtg1bG@T(n%Foa+J|5ms
zF*JnO;09{OSUBewRJs-A=eh=Y2OGp=C^j-KF3B$_$w)2FFUm=Y2e&nf;tMiUTp=C{
z2DLy!i&GubN>Yo0lk*EwA>IRvhk#lp3?Yv0@y?;aA^yG$@$tpUr78IgxtV$KrHMuH
z;PwkRnBsHt(;13OiZYYIuFuR%k5A4>P0lW6fcW1nGbfb+8upp_$t5`qX{9+i@db$`
z8AuNC%}fbOO{vPygSsL-GbbmsIMpq&xFj^MJTota0f%oGl1qz<Qu9jU%TkMy@{2P|
zDj7-(N{Se=gHlT}i&9g--f=5R%!L{Zc3V6+I?`ay1~rl5^NUhaix@Hzb4ud#^WsyB
zit>vXAZ@_-(#*UPW25*IhUEOR)S|@n)cAtrVg_fBFMaZpvr|(T5D}Q0nwy)N3rz~(
zh{A{&Ljy#}7@7o^7J!mTv2%V-eo?V&8ADoPaY=kB*wY}Fq$QRl=76Ij)X&?`KirQ&
zAJo=K0kyz%&2?RK16&LOpd541*<ny=jP@H!I~vrQWQd0}89@mzGe3_ZIVTkqvl)pg
z`Q`DsxrqhwB^gDj#TofIDGbP&BdM|^733*z)Wm534r*}9F%1AEch@qIDpW<LXi48Z
zq^J@UhOT7{*$Dl<i4_c?c{%yX*$j~8Go)!8pOT+f5?@*jw%sf~9^?sAa2OjJ2B(&|
zq^2d7=9GZK5SqOci;5B}<CF9AvooRD**QP2Bs0A<zqA;{O3chlE%Ntwf~0&zB$nh9
z$ET;3#3!bt6fwldr-Hf>DXAr?$tCg0`FSN^ZSkPAkd~8Qj+BanGSf3kP|`8TiSeNH
zm72nklb@Ha047TFiZj#mQd1N%^GX;XSqYp!<J0nsauZ7!z#ODRRa{b3kW`e-P?TDb
z18wOSW#&OFcF)OAO3XpA6kKqH7N-^kfJ?d56yMa`{Gv*TFXQ8LK;8l8fcWCl+}y;X
zN^tpyC0j$YZE<RP83U}iVTg}UNduVxw#5-tW+sCD4KY3=HL)PRpeR2Ll<l)!LD|SR
zwYWGjJ=Li+EiJVu7*w(%m1zv|@j3a)i8<iNjEDAD7{G-zDD^|~A$mb*WCke+u@$wh
z-~zfF9Ct?G(w1NsQ6C&jP`g2WrHqo?ocQGYviKr!5e^UcVo<>no?ny#@`Y!f6R1a&
zlb;@+T9F!`mzbN1C?G(crBra-7L~-Oq$VbpWR@kCq^2;Wq$cMVC6=Uu!YDaDH?g1?
zRyY=Crf25lU}hOZh$BE1Q>rUNN@;FEd}dy8Nl|HXNoIatJSaC7W9mZBXeOR{nI*1e
z4A5kppHdWGmYJWE2r>gxw>dmyL-O-;{1S6hT^UM?Q{!_JQ_8@(5abMoZ0E$}j8vb@
zyi`zlK$4>)D9bs6a~vc=6qkT}i(aZh$`gndaJ~muLqXum6rvC6(9FED#GK5O_=0?J
z_KYt`%q%KqfaLx7VrW?fPTuh;m3fJ|naSXoPc1HHfE4wh%$J#%lUW7!D!iBnw*`tb
z)6)u48461iixTrnGV@ZwH5!9^YDqv*YFTD}X|X3Fqyv%}(o*6}7z&E=!6gCI^7O<4
z%<w}GeKSaD=32%8E?09hb2CfgbCb|R1?*yml+={cg7}jB?9{yYoYcJZk__acAT=)q
z-N7J}KrNUeNDazRT$!7cpOaYy8WI5IfcP{}{Z|YLZBRNugoi(<)`J9iabg}Q$%89q
zutQ)iqSE5Tq#S6_gj5!QOJCGd9l1g?4o)qB)NcWaB^j;(-pSyUQ=FNem{S5S>k#e(
zWvu+7lK6CR8CJ}Y?VDH;3@MU)ARbT2gjk-OUz7??b9t%d@hPb}sU@lLpfQ8^+|1(K
z#FFF;%s4=9ETPvA#W|^|1@TF#Y57H|@hO#=dFikgA*lQUmmtaDCSFl$PHJLtYJ5q4
ze10*w7IyUU@pnd!kdmU}f;@)e{IrtzqT=Fsc-$uC=VQsuCIN}*;Oqj<J1MRV@$nT!
ziItGJft02`sc9vUC;=yVQ1uLIZ<Szr5vj^`HgPRuNKVWHRgZ|W1*|U@uSO#S_tX-<
z)QS?6r0$x_04mtPi2;&V!8KoMMF}K}pqI#o<{0fTR|eFk4W!)%s!~&ni{pz65|dNG
z5e`Zw(AY*K+_K{M;*!doREBKV3do3CfU{F(2}4k7enD!UXPRGXGN@K5ss!c9g3J^K
zi~<W*(&eNkW*0L+n;DQ`2DRlufs9gV=H<s{l%}V~7bK>q7K18cXz79))yWw}uvTMk
zYHo6F0Ry})PtHgLH5O8e6Z60cs2mg(MWBMKI6n`R!k{HuN@`*XsA*FSuPqo*vJBqX
zGBk2eEpdi4c>|Kc<#}RBMm%VICMhvFn*r383I;VwFd_&!kD6lyBdGla>h6Go#;qt7
z+E_+vR3QZe)Z>XIsTG+eu%fsmwHVZJ&H?p^K<(Mol=!65^z=%Q|3O_ShGbCt7JDlm
z6n~(sACgg&nh0sJgDVtJjRUHvGV@Y0!PybHL2eNbs$PpS3&33oP|G1Lvw|VKD6=G$
zp}4f505n1vpITU&m;-LD!<+6YnMKgv7^r3f*PPI%q>%-<9RMDM1y^#Q2#in3EJ{r-
z$*FY38!yf#t^wY;Sq!MT8y>?@Q()yCxN(G>xr;z8i}?6b&`394dyGtQRZgy0vN?J+
zWCBVau4Rz1WE}ov0JQ`2@{3Z7Q;W({89><w(xHn_EQyE2IC{4f-5Lv!HK0_8r3YYS
zh_yxU3aWH5N+E`f)SLoDAcDJS;MhcjU1nYhs3{EUltVKdsI?joX}Q8<8k!z5^Yg$F
zj#hht8zA703p5(D7~<n|LHRf*H9ax8GQI%R5lTz}6@e+B=z%2|18{-?wJ_o{i{pz*
z^Fa9=(f~~cwfaDfV?+&=4b8V;>yWynpc)xuDvGO&Ot5x%!Tonozud(YQW3?+mw+4!
zZj5{8l@ulVCuOB3!#W|5@(yevMuCS>LZC;Zp&?Qi*R_nn-7i$ZSzFuC5ONx|f^Kd}
zX<n*rdTL&3QD(A&Zf;^xa)xb%g_*9IiGpsrg08=jf^Kn1ifwvcDOj6sT7ajsf^J$~
zzAmT>TauXv;iOi8>Nrs3K=?%^C7BAkY5BRCCA#3Ii!QYFr=Xh#=@{#lfSM%53c6`!
znZ=n&nK_vym9`m~DJiK?BQpyUbu*LG6m-+TO%7dXqb<Kkx45JzKM%{;3Q}EaXpS-b
z;F`pcS^=qu;^DPa5xD4qmL}j)4QM*a$Sf|&FRFyf<fNv98f|5uStD2n7F4;G<i{6R
z7K4XRGV+T`6yP-ps8<N>pCu<2W#)kzvyc`qLq=jz3TiV0Ua%$Smx2mfc;h&~0MxdR
zht@jaU;r0riJ$===(rUq*+CPtp-D<Aa#aE@?_hF<@PwY4;>rLj1(NeqQW>&geIbU@
zJkWRnv`GvaKLJ$@$W;}j%t6a4AnQ?5y&+O9WeP6KK@G@UhImi^_@vUbcu+XT=jWuv
z=clC=r<O3J<d-Jpq%x$W7AL3Xm87~CC8lJi=9Pfe7bljbf;AL_Ll+dNpkcjuh-^8i
zqKF5L6hX!oz*<07Bqf5z7jhGevQt4F4Nw1gP^APmC_WyVY~vxZ0qq{f=j11*7@9Gp
z<>V)V>ZFv^q9UZuKFH#DP=(I`sS6q6lS_-@lk;;*bMwHq8pRvN7ngu^#e?~7o<6Se
z1v#a~APvO~@x@7{X$<kuF{}9GjBL0nhUCP8#AMKz7bt+B=49r@Gk}`LU{w%*FvNqy
z0Avn06O)jIjUib$+0YP_m!LzNw$N4_vQTMWN@`jrXix*3!Lepua3aK#7d`#sA@KnT
z{L;MA;?xu)um`|_4~izpj75AwX>kU4K9M0lFSP>H{3u9FF$4uqB1lJkL1KzAgl7Vw
zOrcYU;87Tc`1rJ3&^TUR2`HIB%}gswO$A#9aRfM#fl`>6Nqh-|enx(7s(x~2QD#m~
zW^rb2exANdesXDUYF<gPzGGfqYO0aGZ(>P?J}AHCW)_3HnGEsC8Ht&B4DldipeYX2
zJ}WJV2Ya!&Bn2c3u7Zsi;&VZn2^583--1=dmw}5okbY1?2T6hxG(-~AfXK^dhzGUr
zle0l-B0eoKGlwB9GcUy{wYbEkC?DJoDoWOe&b=0wq~w=El0Gz@<d>E}(i<pkg4_rR
z4F=>?4sMV@D^s-oRys7VRWQI<l?*wFxk)LB4EZ@J1tk>_s*(ZJG7QcyD#=VmF&bQ=
zK!-L!83+_zxU-i9LrQ91er{%7Vo7Rg5kp>SZYpRLrL>3vH0h5%5n51`nw$xmA7&^n
zEGmH|0BBzt;!W@fC5nSk{F<1Of*9a~=!h>$&CM@Mg_)L_SDcD4J2khUq!PDr#idCY
z#uelj;MR~^nuE}gnv)7jZZMm{=>e%ILUA}KR`b*1lk!XRQi@?Z(m_K}MalXQkLV>c
zWag!$R-o99937y_D;0NqfTb-MO7k*7t1>`CE2$}vst!Ed#{eF)iw9Q_MX8{MSu#T|
zWP}DRgCq|gGy_#w*drcnk)atwQEG8%P6-3-cs(oV0eNf;iIX{!CUd|}+G{}*hpYrZ
zkTCtQ!wI<<;3pE!N2r3ZU}nP3Amn0Th8;YJp%!!sI7nA0c(Rj$fsr8*#(V@i%o=pk
z3q#qDIv9tQ9i$p`{Kdo<bubPmRFIJ&5yt!rJtCf&Vd9HA7>5OVH3uU@B8<rj6#}b+
zad@DDj0}k|CTQz7$Y!uQ7)J!54#tGt{sC48(twN;p`L7o(i{w_lR3&7>L+u+L?%OJ
z*cej4(IWy414Ss!$^aIIam%5?><p7R%2w1*=IDhAY=qKai5c~iIbZ_Yp%NS*3(7z;
zFp)!08JN{D{&~1~D%frq|1ne?>LeKV1ymSh^F)yO$N>Oi!vX>3RW62k(70k?fQf;w
zi~y-+WJvL51u+;HqM$S*LrOiA*$Jf?8B$>0gE<b_&;)4e=!epb3@I??HmDFY!^DRA
zqflo&hSH1-DKI810WmX7oKO#O4}v7kLuoMAuYkKg?J<=397=OAd==CEDyFM6A0{FT
z4OKpdGVrlu5K?JAK7V8SCk=~#I&k_2mL`$I65XYY45=_D!qO2lL)nCSSZaXfP;dYv
zf(*if1srh}rNb;Lf`$b%L)ikjMW5h;cwz{q6XBx|_As#?r~!-&i7+NCaG61Y4&z{^
zun+by-+qUhfowiZ3@IdL)N?`89V}fTYk-6ef`o+<%m9$u-nUy9d_T6q4x2eJIfMxi
zRt>ahf#oqK27~!9b_F!yF*3x#n6PBZ%urW9AI3qX**Ns@02znw97YD{zFUY3KqM>y
zfzF!&@wph7VdwK<)D5u0PYE8Z%&-IaFx0}L5ta(M7?@!v?9E4y0%SRm8;~({yD0<c
zFlvxED6~N|2*boyf;ga6M+~WtpiI!2_aG)CLuv$QEhYm4LoSqNWJm>_3J8+j1{Fd!
zloz^t)DlWFGNi(ou}~p!`h#&Apn{AHsW2w&EI($3vJDuynKTcjfezCLIh7siR7Qq0
zOb?~u^APA>4v+~iLFZ+GLn#f$g!vVmb1^-XhQ&iGDD+U0Bh(|HLmolSVq{3d^iUE$
z4}tF20_mIy_fQgy3G*v6L)naaOb;bt@et@dMv!R;Oj-;j!(5*U^%x^VGCtR1x+)oq
zt7c#XGxU5Pct&7kNJqDZkpX(D1;Q_|L|+PZ91p`+aow*%x^iEIb!FzmMC%Z;f(Y3z
zs3_>_2#|@44A8?4KpY6hZoH_j+*c8t#=~S=pvJ>|fyMPOn-NMdTmVxt9cr2Y!&f2Q
zuY$T?MRnz5zKZEe&z}#KK^Ows^agQ1ltec~6x0|;H)k>j%nq1|tRQ8RIbd9v1+b<(
z)NnY39)q9~8dijbKpn}*5Cdbv(iJm9P5pcr2NvLr3^6e4V1*dSxZO}=GT>Pw29{f3
zg%Ts|ObWQW7#u)X(J(MDghOdYhEN!D1zac?##{vzVrD2UnGfUaf(kM+1jCqnph7GR
zpBY2v!+5aU^%xnTn-Vddu@I_}iNSb2j198~<VhGCW)w&r!W0Ng0d!#v0|SFClxAcI
zg)uL~g@R$sn@}N$Q(-()s5`JY6|}`1WKk4ogBZ9>4TUj##6c3Ej#Ds<ISncVF&@TS
z1r=pv2!=7&K!unYYD(tAI9s5C5Zy4I7}Uvl9A_&5aS1FvmO=ToP#Pv)2jw?GX_$C3
zl-~uVVdC9T{%R-<6W<5rUxd;yaqy-~1_p*tXyTwf${-hlj>-ekF!j8WARYsQG?a#k
zD?<5}P#Pxg3FSvYX_$C2lwS>{VdC9T{wgR96F&&$KY-FO@$XRnKPU|o{}1C!LEH-y
zXNU5YpfpU}6v_wfy$0!kiN`|4YoIht9JF^Aq;3|P_-rU2be;=H9;SXVRQwo}hKWCf
z@<As{Aggzj2JsjeJfJj8y(g5P2&G}-g;0Jcl!l4Vgz`5+X_)vyDE}UmhKav}@u5i=
zCJu28g2c>ZA+Ss)3(XUZ4Dm1~%$J~S5;7mgdkytFBSQ#`iO4yyiXLty%*K^a<3Xhj
zj19|pObmweVQiRDAa!s<pbQP@O%RiyW-&6v!7>OeAu}?>!O|`)tuivi!ICE|xiB)s
z!BPm!S6JHd6QK7EgO1z*xqy)&6vpI-?jmPo2!=5wp+ca*3Y`z*X+cF98G>O<6Q~eG
zA&jR1FZM7BaZGoFz}+DTau}#&jNykeVK#$|4}rTw6>2FXLkx@wvl*fg#<N5ygfWYt
z_fA6;!gxJUQAUOs7?T0&2Z%x#j|(cw$PfZ!iok_pU`&|*p?V?Sf|K8%QLz*1Nk)bk
z81oEN2wbPbIH2?VK$;mDVqm_oLwF3v1l^(rQU%ru<CG!Py@E1fKEYDYGw_29U|>*z
z(u@qDFy<?`P%w=74k`rlWaxYt?-x{*ks%ny{09{RHwa*yZfGE2sh=>N5dw2Y2h=D=
zh8P%=8EO#786opwJka@9AkQ!|gus~2P=$;PF)${~5fHr~^(Yu>8O(A<hCmn-W(`PV
zAly<>xDA0YraV-LiJ>e5#zwX^5Tj!Z^Zie#?Vz#)#)btRsEmQJVWxr9p}3xbfnfpo
zIynXg(9NYFIYx$17&8X6*BRV035GEfph6%|h0cfZvY?`j48braXb&XFIB<l*IKL6<
zKyt_!(-|Q!XDGmR#lV=wP$7^rLgvGGwNOz;h7cI@G+ZbK#)LTnq8Hf>AU4b$pyTU6
zd|1T-v!feoAWVEVl)o8D!^96m`KO>XOdRHl$7tf8q5NM^8m1oP24oC#UnW!?C`w^$
zSTKX49>#|G7Nic@91uGJI@AriU>d|{WC(>Zt+_!0pmH`C#&m@Wfx<0xK8y!*50*TN
zX?zIGct@yNj0|xwCd@#P@gZ>I!MCV_lVBW-`3!V*Em$Z7#zZ&*V{8g^D<;S*PoXwS
zAdgIQAdOOUyn?C#-E0Tafm>xd)CEhRG;Wm#pen9FY1}HoH&8M#FgQT7BW{&3P!%vw
z<5mgs1u_O*!w2H`z()o{Va$`z;W$QyU>Nf<R0tFyq4Qz9NNAeD7T-`~VM<|17{-r)
z4v?}j#DgatdZ7HtP#Pu<x<(S@%o%9nGokziP#UIwA(X!bO2fo=LHU=UG)(+1l>Y%r
z!^D3>`Fzm10+_fYl&=G&VdCacz8#c?iRVK34Nw{;-VNo?gwina`B45QC=C<e3*}#c
z(lGJcP(J8RS5P>?#9<Qw-=Oj^aYksA!KSld;_^^&T__C`H-_@9pfpU}8p`*B(lBw5
z8<6n==%DmTD9y+a3S)kS3&p^gf1pC(iUP&~ox~0@5|Z{{JUwUvV`K=0F+q38gA_6{
z#K4%K8z(_R5WO&7FhVbk3Cj*xS~-|r2!VM)5pGa0j0tle$i|TQFdoc_j0_<#Cc;LH
zHZROZU8wP(@*2j5X$K8bz}PUOK<YrgMaBux;pBQK&Bzc6V=6;Kn~@<H##Dt0fm|Ot
zAI1Y+WCSu3OFlP%4iLpdX-0-n81pb<%m~Ij4HbeI593{ciZU{U!k92uV~GyXJ&7R4
z^h0%l2K!4v0t^foZ6oM`vJB9p`58a~1Y@6u=wV=Fh=(yRK!unY>g(sjI9H*9j12Lh
zi)leTNw{Y*dVHYE;z3Gax<S()B_IJTu7jEU0wT}A#lQ?ZaSOvIunqgLtL>m#;1tZK
zX;2Z^*kB=)4-Fv(*f22Y;wg|6Z2S*4__qS;HQ2x(Y?KeA78%3l@IlwSg2Z8yPoPWX
zLHr(QLh6UoGoUnVf@vAFLRkr=VY5xJNon+%CXkuPcnvgb9EZ}kpfu<zK#)50X(*5w
zGJXqH{{>3_gwp?@H0T~Kka~8g`_QMVKyt`96RHk2KM$Ldg82hkEr=ZhA{ZDLU}*rB
zv|#7UL8ajoEL|Okil8T1s4$#@^%<W)JBaALJ{D*P_6C%OYlJc$Lp!OUyJ<l}u(3PX
zkOORd0XAlZKB559Lp)|?U}Ug>=4WJG%nVEnAy~zk89+DFAgcwjnHg9ZW?)s%%5Vd#
zI2(fkH0D71VVIeLo#6wt=7foXXl4cu1`BA72jaspGXp2X46Nc@3<==7q+u!{G&2J?
zLx(ejjZ88#@GvaED$dKG0J(n}SvdnU10RC{R&jm?7FgCt(!tCiz@UItT##W8=oTR)
zwIC)lgAl_E&|#V&4iaW&5N3eiXN)2)!qCwJIZqf#n1Pu=lwk!{aWRGySjEK|IQp@f
zBf-Eh0h_oaL&G&};?UtbWXFJ496^T+F~p%mh#2C~p?eH*IW!RnmzhBx!ayUL88F=l
zQo_uj2%=Chs32xx`1l`1kO6e`Ap-*wQoKWl1sPO8H#sx#F$h2}KZV)kzyP|{3)39X
zHFO|z0-)&!W=<K@90N3S=HM`ADO7y{nmH$+;sI#pyvAV;=vH`;dlo>|!~6}Jum*`g
zKojQ%AJ@ajVBiT;386tHC?kU;Lkl!LfWi?Z18S)-GKex9Kud4oP;&~<%t;0vx5OaA
zumDYc6X*tZEb)TNUz5P*2r;lUf?R=$vBfW>CdSN<o5AK_=9fKS4~k&qud`5b^!)e$
zYz}7r`o_q>AcX2XFi(I9ySOS2@h}$b>TQ`A7z7w37!siI0ydn1fx!ibIqINm<QXvY
zdlcx#FQjq|+OS~A1e?RhfPT9IsGd-QS%ySU0INq5fHFZjSBQa+0oLNGgw`9&aH!t{
zau1UP0|#2UbP|VpP@`Rl0keF*3s%p^z<_q@IB0DJws`psRgZqT3n%F6Rj6N(DbUqp
zf=q~V8&<u6E-eN5w*Z>Iw4s`;z~=BVpx-y<4i<+hLZU$TeqnQG84mT!z~Y$o;3Tj(
z9|QVf)1ZZ<*vwzU%)lVXgqf~(fXzX2Ae4Cphxl!<I3EN0smRZu;^^1P?qL9>b3O*x
z={=xw2V})}uzC;+74v}e1s}r&=$Z=H-Ct5rao99E>}m&97D#?UukTJUg2W{mI?(cw
z5!f75J3%~uus9zB`bBIYXMo}zc3c&#r5_De57LQ>^TF<s#K^zZVD)?q6QEbar9!oJ
zgT<j7Bx(f<1A`y~qP~XZU(jW<*y8sN4s$@)>B8zbB;y$*St0R)eqD$PRGb0Y{()v|
z1{0V#^jvP(@!$?%ab%MrY|!;}*zC<?Wx!gyci=DwyiY?fnIYcY$KT1(Cq5pu4BjQ)
zz`(%LGTtB_v@-!!&J!wU2$4fy){ny+v`r5vst_ikse&(sM^TP&97G<vO90vZ2osT&
zBo~zwmz1WZ=_NCyq!y*7XBL;F7R8t3#wX|G=cR&{xToYpx4Flsl;jr`$0wFnfDSh)
z0BvPY(K9!*v;du~fvG4yEi*4O9&(aNYF-Iw$1`X*e|$=5ZZ2rY0eFKPga_W@f}#|>
zsvqfKi}-lAAV*)<cvnA{_;`l+cz3_hcvlaopodEkL%d6*pQEp*Gx%(n%o4a^DX0R)
zC5c5P@VN7La|?D2i4Spf@^J;33f{Yx2HKV4;Nb4#>Es-5q-U%L+E4&?4|LN9cy&LL
zAT-QiX92{grX-dmGC+4)fp-qU4kR!DZ`J|tp#kk^OF`b|5Fejhkq8Pi@V*3u{YHAG
zFtd>DH#CEZqSyf1P?S=f58e3!Qv%fp*{uSJeaL<!&@K~HtDv&bEhEsKy-?%gQ8ssA
zJ^uu%9k#0kBiKM`1uR&a2TyG9fJ569gm9P%ETEt}VW44~nFrp+9pdW@PZua#N<g_5
ze%KA<FaYH39+;c&AZNKCg_fZi%x2VGGmtGXpm+wk8I+<RTcBY91=_}j*gp#m6v%EZ
z3_CzUk_0+f0FpH0b25{X<CBX^!I^>qEe23`$w0#aw1F!>kHCgW*p3#cp0d;;&^{x$
zBcWTR%Pbh;Jwtrs5oJM$uQRA52m$R|g#`v=BM;o6po|Wag2oA04xHJ*B_bj!A;~#C
zH$M*&a-iG{vJjRUP^?4qJj&iC2EF3S+>*p32EF2vA_$!UV}W;B7cl7M<(H)DIXZdj
zmL#S_dFgqjdZ0}^DY}^{40<45Mq+UWgI-EyUU6kEgf1z9$Uwsgg%e-IpjVWdlL*oP
zWfkO<FzA8(tyhp!qL-du!k||I+Ty1N4j8?nd{9DR&`ZsLoM#fBky3=<G3Y^yIY^NO
zF$u;7831ELPl;jBgP4|7T+E;c+LE4{SHhqNK6fo1bQ(;0YB7wPnU|IiV<#ph6{VKJ
zc%Z{oU~JG1eyIMO{A8GDQDPp*BuKqVDGBP)gStGhdL1^N1f$V=_8_&$b}BP4Fn}g~
zVESR>PB0q1&WE*IU}hMi=?C>YKyok|)ISIDVHjP%3j+hgxBvh1VfMquv0$_fR3mhN
zk^$C!hYB<JF)%QIW-Vd*VdGse+5<WP02=NB`5mSox`+;Z2?j_BOh0T~3`U=aNkA<G
znE_>jDbQ@|e<b(A#?N3h=wfS-LYVtu#=&UNi1j}t{jhO17!AF+i2>w(kRF)(L1uz*
z6?j|$G&Ta_F~G;;VB>Np%pu}1`(gTF{%?WmcY-K`kK4h<?=(P`GBAKH4`u)@!9v#$
zy2u(7CLs5LjDU^r!Dx^kkT?vZ$A2ey8k+&^Kad*OI3SE}02vOFfMV!E5e67N1x-I}
zybwmi+zZtXPd_m6xoG-f<BBl)60BngH2`KWl*_OfO+Re>5k{jAkD~h@wCMumMQAX?
z$0=dsl{2|uHbH3g{J0TnKTJPtJQGIWfoOx1==SeN(+?Z>gwX|P8eriDGw>t>s9y%!
zxCjw}jgL0;K=|nDVSE^UgMonow2lLm2SGYu<2D^o{pkLM>4VWv7#P4yfnfS!<E<-*
z)c=72lJ;QwVdJtVp!yx40SimtFneL?U<Ne&VESR>w;cT--!L$M#_=F52no{<qkp35
zhxdD-Q&kDD0tBKRqpt-TC<U1XvmZ7doNx`I0VD@uK}gWJD1-$eS-|6B3=9SkE}Vqv
z*My5e7@)KYV!>!$sD6+bGVX-hzX4eg>Q`hT865g8uR~OwgqB|r9%wZVj0K@JaOh{^
zhqy2hEdU^*5WOJM42S+;afr%d0{Wex`q9Jhm^?&3Y&A5<E)a%@BK+YC)en+G#_g66
zmG?mdb4U^pQG@_!M+3STNH#4JB6<LtenDa&3=svfAQ;3)Qv#OIhylqkFbIGuR|W<K
zP&)xs7sG-BR)2uXH(1&OYlIRO=@9)(U=<Hk93l$kFo4EH5M>8Kl!4(6=pFzD28J{=
I4QN~j0KqSyF8}}l

literal 95136
zcmb<-^>JfjWMqH=W(GS35buLKM8p9?F(hPxL?Ijp1`7sG1_uUJ1{DT21_lNe1_lP0
zI&}I6R2z)ufEdBR4Ap1B1Q9@|Wgx-~FdAwM*lny(Ic(IAMu;ekW?)bN3xM>4+}h9s
z<}x(&K*VA60Z)kd2`CNI2XY=r-wCL`6Ht9H+5w~h<bNm)^B*WoKsW>{j!wHktYd)D
zAhjT&fTtxXAoiLX5RZWYoxTGRW`NNkwIHFurzI&McY@f&U;(J2AgFz~!leNeQ49<W
zFd7t&Ag%g2nMr0Q`Z+1OIhlE-6}lA`X1Zo3dd2yAM&R@SG9RSY-7gfR930=!pa9E@
zFff3{K=OxXdw+i<kr@)7yUJqeDP9HZr^XvV*2*$4fa4qFua1KXj0`LeoFFk!%qcN2
zFgUqheY5NFq#AaiiNZU2Kl0ryjF5SK`8^-lLL5XG69a<~7P(AD?Bd@Uu#3;Zp*|Id
z`VuAv29TT4t!~3%jyVo-ejMVfafpNR9X9{^;!wW_hx?Opgj+BU^&&XbC*iPnISzC7
z;ZU!PL;N-l@j4vh*KpViOK0fu)r`YmphO2sm+0y(8DJ#|s*C{+bEYyeFbFV6FgRR8
zHEji0T#~^9O}v_cfkBW#60ROr9z=ru#m%7MjB4*3s5$87$Ai`LGqe<;s%OZ_OiC<H
z%md|Y6NdQs^xXWs_~MepqLTP{hIr2q-}sc&qSW-v;*!*&5MSq<{JhkV#H5^5h#YpA
zc#whdnR%Hd4Do51d6^9H5Ru}N#N_Pw+{B!m{N#88m}q`MNoIatd`fCbYH|t4>g4SB
z(&E(k#I%ysqWGfJlG36)nA)P$g8ZVA_?-O26hkwZU}+xA8S&{k`ALa6#W0z&)S_aL
z*}0j;xrrso8S%*(sma;#Wfm|6xHKZ!0}2$de~`rB`cZsjh%goG%HopzqErh8h<~xk
znJ^Tkf&&Aaq@fu@T2X2$D1LH5kz>YCTv${B;+7^s;|mmoU`~8SVqQv4YJ5p$L25kA
zvkdX^D3bZ5CGq)b@k#lmc`2X}LXpfZ&56%1OD#&v$uCFOSX`QfQ!X(j1tFJ{nUoB1
zYJ7Y_QD$CAT6}UwHbXo#Qj;^X<I@r|a~R^|lPeNIDI+l_vnrJ#J|3hIq^PJQJ~uHl
zk0CxaC9x!tAwE8-xELbN5TBZt!r<=X>Es-5q-UgO3TK<ZS;l%MptKFEg&_40NCcK=
zu(vBfH4#V^Be*UCk)V1FL@#6n<yA=jE|tpU1hs_LLXBr+U}o?E=QWUC1_qJLOkM^C
zR)(EWF^GC*29SDCU0EUt($B<j7^=Sm+RlKrCniAKV-wKCH$cT_pow3AiZ4JD|KI^}
z&k8j03($th1~l;xQ1KmT;sUM^a}J=1Z-AQ5F#%G3!Q2nyE1-!h6hq9hKoj2xEr%S?
z#J5Am6VSvTK*cN2#1BEm8_>jI<~%?XZ-Bbz1Df~(DBocss=r|B1JJ}_>KCAi!_;p;
z6Njm1n1tPY0W@)#`UEs_nE3^0;xP3G(8OWtFQAFT)GJKJ?j8d)ahUoBG;x^u6VSwA
z>K~wq!_<F36NjmHn1bCs0ched^$XC%Vdif@6Njm1n2Oze0W@)#`UEs_nE3^0;xP3G
z(8OWs?*^Lq0cbjWfF=$zpJ5uRJ7MWk0!{n^)EosgahN#{XyUN+8i6MM0BTMGnmEjy
z1~hS4I-Y?h{sC&v0yJ@$IS0_hVd?t@n)rXHIS<gpVdgMQM-3lXx|cu`=PQAfKMH8#
zFmoKx#9{d%0!>^NYEA;0ILw>|ba80<o`EK=12ty>nmEjy18Cx~{Br|M+!|`m12l1%
zISeyU!v~hHB+$gYpynu`iNnlsKof`Mw+J-xNT@jpXyPz)8qmaH`EUlBcm~v*1!&?h
za}J=1!}8}1H1Tq%IS<gpVdgN*L=7KU{*^!zZ-bhnfF=$z#{q|U1e*9%s5uE};xKa<
zW}~{Np$w941<=F~K=mh}iNn+vpozoOA3zg_slR|G4pXl%2fKR=(8OWt8_>jI=1)Kq
zhpB&nCJs~o0ZkmH-eE3w_XMDe&w{9HKo^IG=LB?dsQLrw;!yP$(8ZzZ8RkLkfwg~N
z?iWB4hq*riO&q4a08JdG{s5XdO#KBk@dHrzD9p$19s@LSnE4H8;xO|kpozoGe}E<q
zQ~v=?9H!o30e1HUpozoWvj9yTX8r~=ahQ6Bh1ks(Kof_lPe2ognO}e=4pV;sO&q5F
z0-88Xy}}~w?lC|UhpBHs6Ni~U0ZkmH{sEdeO#KHmahQ6C#n{~wfF=%8zW_}fX8r~=
zahQ6BCD_duKof_lPe2ognO}e|4o%Ms(8ZzoaRa(IRQ&^Vaj5zaXyP#UI4s5P{s1&_
znEC~1;xPAbKof_lXIO^ad;v6ZnEC`XahUl9XyP#S2hhY}>Mx*)!_+G*$L<~jG;x^v
z1~hS)`4iB@Vd@{CiNn-?Kof_lcUXblJppLqF!c-2#9`)dKof_RKMX6en=gPS4pX0i
zCJr;d08Jd`o&#v&F!dME#9`_cR$+IK0h%~WeFK^}%=`&x;xP3O(8OWtKcI=j{Ohn9
zyL$rA#9`_epozoG-+(3#a}UEB?B)xgiNn+<pozoGFF+HAx#s|yI86NoG;x^u3Tv^u
z#{f+nroI799A^Fmba80;a{yf&TK-%>6Nj0vunvcN(8OWt8_>kz?m-iWsegbb4paXD
zO&q4)VLf*D1fYq-)Gt62hnc?tO&q44VFPya1<=G{>J!k!VdfX0iNn+%Kof_lzkntV
zQ?IZQyL$}K#9`^J0Zklc{sc5}nE4OT#9`_`pozoOJ8Z)4o&Yp)n0pqWiNnm_fF=%8
z&#)Q0`2uL-F!v;&iNnk<Kof_lKY%6<Q-1+n9GYJkw%~9Nx;Rw51G+dge+8h4!`!m~
zO&sQ)4QS#p^$c5axCc!f7M=-c;xO|I(8OWpA3zg_slR|G4pXnN4ZC{`(8OWt8_>jI
z=1)KqhpB&nCJs~o0ZkmH-eEg-_XMDc!_+T86Nj0<0ZkmHo?!=e^99hvVd@jm#9`(a
zpozoOA3zg_slR|O4((qn?8NRK12l1%`3-2|F!Lv%iNn-CKof_l|9~bAQ}3_~yL$rA
z#9`_epozoG-+(3#Q_rv)yZHiW;tbIIn1Ch@Grs^$+ySb-0!_RDD!u?+9Gb5;pozos
z9m5_}cf!U^B+$g~Ld{V?6NkCe0Zkk>o)Up3{uXLZ0-89?oCY*;*f`4!H1WSsa~7b9
z!^}B=CJq~axq&9mTMii)dVnSlGlyX>YWTp$WhBtVWufLMpozoGaX=G?jn_n=iR(hm
zNk9{anbUwK4jadrfhKMXHD>{uILw>_=;F|EnHy;0zEE=>pozoGVc3TnKCp2g2{iFo
zs5uH~;xKa@(8OWmK@n);xlnTw(8OWpG@yyY#))R2iPu8SS%4-EGv@%BIBfjr2AX&;
z)SL%s;xKa<_M?UmY+OkKO?)oY90fFSm^lvU;?QxT2sH7vP;(N{#9`(%pozoAp=O|o
z?}eJP08Jcb&H*%W*!a{9H1V@ga~`0H!^~kgfEqrqaVrTl@w-rS6wt(B<~X2<!^X2B
z(8S+D%}GELhndrWCJr0tnt>+%7i!J|G;x?Y2hhY}<6k$>#Ca>A<qw)T%p8V;sNn+}
z7n48}mxY?6fF=$z#{pd&I?fe=Caw!LCjm_yW=;c|IBXnk2Aa4n)SLxq;xKa#pozoA
z*KVMR`$ElmfF=$zhv5)v_`t^9B+$fTq2?%{iNnlsKof_J$3>ut=R(a%Kof_V(|{%p
z8>gFrCSD6QX91cx%$x&g;;`|%8))LaP;(xjiNnlcIE)%TuyH*JH1WAma}?0TVdglX
ziNnVGBGAOwLd{7)6Nj18fF=$b2b_T>z87lF0yJ@$IS0_hVdH~0(8SL|&3S+(4l{@0
z2x|Di#tkLV#P34QQ9u)ind5*a4jWI5KofrpH75a09A-`fnmBBnaR!?BU#K|?(8OWp
z96%R`jvL-U6X&gjmOp6XFmo7=qJ|G_Tv7r}To!7M0-89?90xRU*mz|Gnz%01oCGv+
zm^lq-;;?bd8EE3RP;(ZbiNnk}fF=$b-@Jh)?h7^N0h&0>9EM}4;R74@lt2@Yg_@&)
zCJr;l0Zkk>9vXoro(nZ60ZklcP6L`aY@Bokns_bLoCRp&Fmn!|i$ljfZ=i|yLd|)A
zCJr-);W%pez{XW2(8T9L%~3!ThneGmCJq~KjX)D$3pFPJO&n%U1DZH&9Cikp_+F?v
z3(&-2<{Us1hmFtPKodU;HRl1EILsV|6R6<>8@H7}6Tb^JM*&S7W{v}zIBYyO0!{oa
z)SLt~ahN#`XyUMO-Wh1(f1&0qKof_Va{yf&I&OOdO`Nw1TK=Gk!^~kgi5fnzabXEG
zaapK23TWama~#mbVdKRSXyUq1a}v<RVdgZTi$lkMXP}AOLd{u#CJr;_0Gc>#eE9~N
zxG&V42Wa9ja~Mvch7WAqSprQw7HW<HnmEiH2Q+cmcyt7scrMhO1T=A&ISpvyuyN`c
zXyUa{a~7b9!^}B=CJr0FzJVs*3pM8fnmEiHhSR9w0~^<tKog$}HAewW9A=IKnmBB{
zI|5C7E!3O@G;x?Y4d~*~@#`6A;(MXyEI<>7nR5V595z0F15Nxa)SL%s;xKa<&Y*@5
zY}{M|P5ds@90fFSm^lt;;;`}b2sH7xP;(N{#9`(%pozoA*=L}M|Am^f08Jcb&H*%W
z*!cSmG;v<gh5!Zzh6iZkFmo8rqJ|G_TwVfATo!7M0-89?90xRU*m!*enz%01oCGv+
zm^lq-;;?c28EE3RP;(ZbiNnk}fF=$b-@kz-?h7^N0h&0>9ENkK;R74@mp~Jbg_@&)
zCJr;l0Zkk>9}s~io(nZ60ZklcP6L`aY@T2Sns_bLoCRp&Fmn!|iNod(ZlH<xLd|)A
zCJr-);XG>iz~&Vs(8T9L%~3!ThneGmCJvi#h(Hrx3pFPJO&n%U1DZH&9%2TX_+F?v
z3(&-2<{Us1hs{siKodU;HRl1EILsV|3#j1(o41fa6Tb^JM*&S7W{v}zIBY&60!{oa
z)SLt~ahN#`XyUMWju~j;f1&0qKof_Va{yf&IuCLKO`I3HZ}9<|ILsV|i>ToPn@5pA
z6PJOSqktw3Gsgj496B!&fhMj4H75a09A-`fnmBCUWd@o!Y(4e@G;x?Y2hhY}^D#Hj
z#9`~PAE1fD%wf2M8a}Xj8VNLU*m`UQG;x?Y4rt=Ad7KC|aT{3ppozoGX+RT)%>&Iq
z6Nj(sMiYmba{x^oHcxZ|P23ymo(E{+Fmo6#qlOP`o=E~t9JW4O0Zklcjsu!FY#u5C
zO*{(fo&+>;m^lsT;?Q}k8EE2}P;(ZbiNnk}fF=%`_qu^54qLDO08Jcb4#O4H@PW;X
zNuY^WK;5H&CJr;l0f%@5ns__ZoCGv+m^lq-;tr*d{?QCHaoB#J1!&?ha}J=1GeGCd
zZlH<xLf!KKO&n$p!&TJqX@I&%0!@4})EosgahN#{XyOh~_e7wH&xD$jfF=$zrvXj;
z0MtD*(8T9M%~^mZ4m0Nfnm7a0oEvE3u>DXE(8OWpFhKX0!qzPxfUZlIKoegIb&mp?
zILsW_zIxDJIeti#gUK8HknjiX=>}o2AgH~HBrX9HWME);fg~=8B>n+OTnb722a>on
zk~nO?D`=0OJd(HqR6RR%uQ^Og14$gZB@ZlRfFusv83>ZFKoW=TCj^N*Ac=$Q28n^N
z2a-6*ZjcxV2Ox>V;s7Kbfh5ie5`f|aByldN7>LS166Xd9Kyd+*I1f||L{%V(^MVAR
zxB*EVw8t4L%+P@(jvT)eki<dz8e!^ZAc+gY1Q{3@79fcu?^9oaBrc4kegl#?=nMgv
z)D9$ZQJ5eD1H%C%aWN$E6G-CXNa7ce#9?PofTTT|-*9+zv+ng#VDM-?P{Q>8f=BZa
zj>8Q9O;33%F#K0N<E_BJFYmzcUlqj90BL#o;Q#;s|5XopD==h$vcby>VE!%;AC#nC
z9su(<f%u@L^l}53zY4?$C83uK!2CrZJ}BwDoB-y}0`Wmv=Vb$!KMBMKC83uEV15^f
z4@x>O6Tti?5FeCeUIu{qRUkensl0Rm^NT=yP!f4*0On_b_@JcmQUT0Q0`Wmf;-vtX
z9|hurlEO;{Fh2;y2PJ`*AO3;->jmP2qW<LrFy9Hp2SxeI3t+w#h!2YDmj}RnBM=`H
z#V<F2`C1@8C~99W0P~eVd{C6WoB-xaf%u@PeAxiz3wbLrq)h+?I0%P&^xArOD=_Q>
zg|J8G)7Y0%|Ns9_)8m(K0ZB7}<WB@BFzf@l7%czmAG-XDG6jZxnG6gJVEJ2U@|{l|
z!yUsMLmfkcJ$mPY!rY_rO$P%5LpSUD2?`7zopUq(|Nq~5fWP$xBLjm+FRQIC1A|X*
zvVv#lJ<o&hm_3d&Z|>Ua=+m2>;L+*K;nB;w;{X5uKAq2fJD+=WItw@+Z)0fqU;pvr
z$B&)|-!nTNZ)0irU(dks=~IeFH;bwU*j=tC3=h0GAjrUAcp#1c{Q-~8R#0T8@xMR$
ziC<tUi0#w){1d<6R8XA1m@dq~;IRYje})hCJ|KI*>Ob)d^n%o;@oOA>QG}$3!2zNu
z;{X5uAVnY=tjHHh5eF_s8c2!+a4BLIW?)EjY~By@D+9>UAeZvDeq>-^@a(QV;MrYz
z0_1*>%`d{4KmloLpu@nhAC!}JfFk$B#6SQ4qnH3v%ijt*NdjR4#Dkys1z3x87#Lox
zWd)n0hH8@gA8-V`(AQ*O@UR5OU#X`jBpyJaW_ZA(JM=_~hp`Aa_)9fB8jpZtJlZkF
zG1f88F+TS2e$c@;FYNyO|L@Uyz=PlQ#!IGu|Np;O3liAz6$(6#GxM1}aP{m2$MEYF
zKAq2BoQB$c_|O0U{PGN;9-U8LwEy}4{{_?E|Nmn>dTpybpsD%gf#3iCgXPmf@{j&N
z<bU}>Q}fFOFnN%FUL1nTOO-%V^UH?c|Nk4l_3XSD=h6Adqxs2)fDoTv)+#Mfknl2t
zDO;Jp|Ns9NJ?E~#@P%LA1teoD*{1-?Hmrhu3Je~WKRi00mPmSZvo3On6otI8{~sXo
zSL|U>DTv^E^xEF+RbcSwHNDgeGDh>CN9R+Iga4R4IzM<Ed|~gwc+BJCzY+<LZq`hw
zfjl4sVfhu^yawCeUIhk*QhkqRTXA;<25^9t@OX6FTDdDQym<Tj|Nj>r|Ns9##+urz
zz`zL7-T;ci&xg~%{sDzw?8`JznE>a*^0Q~>-(ZjCHy$3HwFf+UYY%vImY(qF{NZu%
z1#`m=a6090H322X=Hon2asF)+KoTCEKbjw~Hy>cOxKP8<a*4k+nvsFQrMvV@8vpxm
zuC3obIr3|L<L}dFWMD|+e}BoR*Y=6G0)wmJ6Hty#<A47)jsN`<uzNg{?|2-1%;LlN
zn!jZ)69dDy!|eR6TR@g}-av7PAE<C?z5R(_fSJDqlxx5$Uoe1d(753Nl8L<Wi9g~o
ze~T*292t-~Aeo34{4JoI1lF?+ViJD~2P4$J|DZCax0(a$Nx0`9F))C#YBUGL_`{$0
zBTn$QsKK<!GBPkYHXmX9#2<0l)$$pCzdksaHST`mkG%ScKk{xGzs9jo{E=TgnvZxy
zf8vik=os^fKjyPz>?i)1L*RV$i9Zgc;=w2Wm@}XF<IWyV<9~k}6lBN&^?LgY)}R0X
zd-U4cd4UStd!P6PLnnOV7xbO+iC-{x!6$yf)D@rj1xq)4;umz?@uK1<xD*2^5dbL>
z04WgwDG>lE5pdn{^2ERY|2;bIzli<$|Nn~!h~Wo4h%sE6u;Cj)B>^+UP#(gD#_o7=
z><4}q$L@GJ8RX(#+Zw{=x$byTM!-DR9WQ_V1&3%4QRb-;Hg5{Zyv}<*o&Q0x1Bw`5
zP{ibdA|@3SF{L|R-2V>o=8RAL0w7rdkgNbmR-kmpORm5F|4#trSCsq-scSttYd3(h
zXd3@DUr;{X;nDdcjsIHc36wmt4V2!Sk8^zD7sx$;o|q-sL8V*mhEMzgnA!Y08v}z!
z^KqUu7k&+xPF#8Y7#ldR?@8l-{~x6Oo=>msQC9^95c}*W7k&Xzb9Dv=etB>?<l6d;
zzi&RI9C!jL0B(ayOyqq3krkQ`Uw~>Ww0wUCBnHaEpnR_mQz^#^&i5xE8S_LMzs5yS
zrsHpkWr3O%!h)>g+$a8sQ~WK{nW3_M%nS@3t+)AG?!wB7E1<B$QU+{i0+#{793byK
z0NLllANlB$BRIoG+~jY02P+PqLdum-{E<ibTMS^L>Wm=$F^50}g{$SWPy7)N`1}9;
z10{rr+iCn7SJNE%HBNnU<d3}di9hBtsC5G>Jwc_yF_7XkevLyQ+YWx>k9hKlKk~pQ
z{>X=E{2J##MMfIG#!Zmq?N9uXw?FYm98Tlc`|*iC@J6{ynhU?)VUU|ofry*@ZAG9A
z1gXbCW+K()p!fj0g#Z1MPy7PB6{-vjFN;A<As2qZsh}3$Cw{@b6;J`!22cX;_{1+5
z3o3(3K}j7{zzF)Tc#-$z|9?;lfNBzeX%YZw5(w@1#4iBSBmmL`DV2OzybSvP|No0C
zU%=VX))7($fh-0!Z$K7<T5O+O_yt=*?aWX7f=i(;nhSOjzhEiILAf0uC9xAgB&f_2
zbOq(U&=oJTVNQY=C$JZ4oB-4~0jO~TP~!wZ#tDFp1G&|OA5w&Zj1vf5@zM|!ioLd9
z9jN8bP>?%aSG+j<85(qyxf5iZfa{8v#ee_*e^LJ#9H=X(=2%dnCFr{1g&1`l3o;Jm
z*cMQ$vDY?%>h8?@M3q2=x%1R-aCk~k&7Gjw0)^+Xk5q9d$T(1VvOwH<!5)!F!Kt2K
za4$Fyfie>`6D@^iqF7KSDh1{0TyP$WodM2C(8Q?*b05SQ0hloYtq@}bpvDM*j1d4C
zBLFr=0Bj7Tu5(@S((4zb)$#lThz8e{po|W76TjeIuvs9tLEV%Ja#JkGO{JicCKv3a
z*acvRt#~o%12oJa+67?R1zI861wh&bK-vXB+6BPc1;E+`d{?}j0&4lJd;kCci^vcE
z|Gx<N0P2o7fScE#`q!g3^Z=yK+x$iX(m<}_L24lLZ|gv92%o6oXgSH>x*61z?7ZO8
zoqGnQYTnDhz~I{Y)~7r5KwW`Puc=5ns6G6Df@ku5Nc;COe@iC=v~~j3oE{i;QE9qI
z=Z#PN0^S@*CYO4FTErf`rjO+rkUEQw&BqyEB)t3o-_`PO{cMk3Qx*lNwBdml9`FAD
z_h>#Mfm8*&SOOC3y#K-n6e8~Lq4D$mh0go`|G@(-9-Y@;=)VUAk_!U^qQ8UOUhzqO
z4jLi=b!<Hv-^>6H5u9mIVDRj`2O1v80o9MatX7H)44$3$J$kDZK>dCA@W5)YuOTA@
z%l?BL02&);2Zb_dY{2n&J4eI+`p=&~e?}V@KyT<YK<o*U2eo&qH9R|A7oaPFIwc>X
z#K5!Dbp^T-7l<i65G59#ovs_umB>JptdwV9@NE9W?AhtMgTMV40|SFsugFu-h?Hlq
z>jIDFUkYBmCJ*@A4}fKC9-tfZgn@y<yF29R0*_wPx$>YP4p3Kx;l;u?|Nnbh-YX6A
zJPr;8P`3^m3LvIOw=1ZN4jCZ<chNy1jufZ+6F}q1yWb$X=yjlmIoI3&|2@#V=umS(
z{dUhzux+pBd-U4sr6@4?bUu6G_V)k(mujF$Vf@73WDa8V+HOn+6)&xz-scNekfGgR
z_Dcy+ectj0RR4g8DiBc$B0ju<^yh;;I)8hBvQ_JU{+4r~!(_i5XXkG{0?ImwRL{Sy
z0TlNw2TC|>nECs9L9(s4k2`aK#tQjcnjo2_wAQ1y8c*+(rR7p-z;S2L_#Ojf%)$yB
zAh*%8Tjwp0gRhtyc7g0<D9!L_z3tJ-T;l%iFng(!NAnLx$pfG))BJ!rI`;4jvDg3q
zzYu&4t_@x#f`Z}R3#K>!|G&(K1dUk|MC{$`|NmcVK*X3J>O4AKU%a>m(%S9%;`LHc
zCoBTQ>$P=6Qm_>y)b0A>WeTWEIRTO1JX*i;x70I$#sOOYdvrc^4Dsyz6YSCXnZE@T
zLJr`NYz7S~_135m2p30>*4wV#DJncAF5eC_m)d(kn%?ks{|$H_9~6obE}hDT2cjKg
zKw}IHJ3u42hhOBr0%g?uFIYizuWejB#NXdu{r~@ZgGaCJ+IUC;div`B|CgEnA@L6?
zUqNMSnkRqVag@YR&&<F8@j@vxXb>@*$EWiJsI-H+$*1!L+)dzdhi9NH*m~QgJDG>S
z<vy$}e+{)QkCu|wg2pPWlR5ZXo<q_Uf6Ggl&Icf!kYIq10vrK}wchsWR_1S+1yeYY
ziGhKD+iV#b7<`h8d3-uQ_;!BvIQW3Ylko_D%T*=@2FGtl*!f#egUxsV@?TmrY`|q5
z#5Uhf8<jLi{%bxe9Q-YxV4aDV;1P$TjQkB>VNTD2xhRo|fx)FSn+KFk!SMtessoR+
zfIB-qFmsw285mr%zcBGPfQl=y+yh8{;%~hUG1;ZFn1jCsG`<2JG`Y{fz~Gzw&GX<h
z7O?WSFy)}q3z~4?A@&YrM7On1=QmJ)^~4MDm!LA}_GkV&-xK^TH(*-NgOs7<JO0*(
zU@_*GssBJjl<!~gy!ikB1^WvK=l^qXj{6a=z_1H6F6z_y?ZxdE|Np=I1ZkDaM<_6O
zCV$xl8ZL#{{Py|(|6prhibHatO*A-#LS+44z+|~0viqWtWDVi6%n(@zWLaUjET}UF
z%Ep2(z^>aB2{+?_N2lwF7cZf1H~=cKUxIDwy#FE@;ujud_w0wNJn=Ff;-PopV6$E<
zd;b6bOJ<0e6|#<AxDFoB_(QL4O$1m6#DDp4*+7tN=lvJC5L>q)tMY`a0u8}>^x9e=
z+n^1X&4skme}#c<cp(IGQ}<s`%shYL`V8#%dEwyf4zc~?Gg#<~{{^)hK=nJkeFe(@
zo}J%Na(@gw_XmNx=V;l`3?v51hSvNoZm@p5El3b=1pqE4xIvjJ*_p?q^N?rfQICU<
zSbST*`SzxWf8cNNVg}{MW9<B`4$KS;zO7IATV}(vC?uPI0#yxZ&5*i*zttR^Zy%uw
zN-;4oe0Jo|XHoHJz3s>^$j0CD8kXH2K}sq9mc1~MEsRjBK<8CMN(0b1f@g1y3Ww)$
z78P&>-}wt<1++@yZ#@Aq#q+p}3aD|xz~2%CGtLuSF1%&rZvYKWf-~rTSh)Zm6l%Q<
zDjN7(mcn#^&htiUVxkq1pi`nfz{M&Df6Gdko&_LVdR<hQU0a_x@_QaR_=CyO@@S0+
zmJ$atxB@zy8eDo@0u{NP4-USNcVs-`c<~R|g;QbXf{G=OZJnSpc`{723lv1jPdpDk
zfs{C)ld-{uZ3UI9ozHwa|G(Jx1YEH2w}8aJl50SLgjS}28y20+FGD~LliiR1|9`RV
zF*v#A`$7v6kIrK+gr5BW|MDOtk4*~zr*Uxh)dJbk?Rw(nY>1pyAVQ80CT9SVt3#6e
z1hNC94>U0Xn)$f+7?fAOzmNpEAO$4bYug(D&M;t$4uXV08oq%tYp-pfKiHxdD<A*=
z|1tn%LFfG!Iv_>8wxxjxeVrg7kiKAuzMXy$eT5)>K2UunAVs~lu|W{IP>|d#NQQn1
zar6sEkl1>N*j8VNI$e-h0?3SBTSurE$o(&qAYyN!Vyqx_QV=mqu-m?Y{q*+H|Nr1(
zZwbWQxuE&v&U-JeKKlRvr8z{sCPWOZelJYD1w?Kw)Gtdx>dpQ_+YceZKFQA@jYt6x
zP$P0Dyb-w`RDTdI5I`*?7t3Uxx_sBxCly)X^f(7rFHHuSfmZr}XW0%uVew&B=5JZV
z04g#-RXC{0?bC@?g|7xpN;vXgV^J|Y0IkD4nvV#8n@%9c4p7|%=DpB;2u_G?ka2xb
zx%nWC|C;NI7h4`e3eN|h`RiO?ywrr$K>s|!(SoF|2UVRbNL}as7p)L;^E|=H1WA1i
zs(R3rI4EtlJ^+=_E}&*5s7;9;zAxe73u*_Tw77A1gF)fT-!~iF@qNPIF$ol^pdnY#
z#4I?kg5wG;oVSCTu8?r{XuZVW0#fts5IcYCGEf5qR5*j;8d73{<UBerpthg3F@PFo
zXfd*q0aiF09^e;b0!0Ei{L?0Ym`L$4_dYm2u7RfJI`4UOhQ4^A^#GKFLtngP1%+*|
zZ4{CmA56{^B-eTW1usaT*Y=tlD4wo?^}hlc*&X`gr5#93uWghYI8MNF=U{RW{nuao
zy$32Ip1)XnA2~jt^Y4zGU!e7+1~}CRu)tc&ZY<!wE}r&2xEc&*0u4eu>GtN~?=S{6
z7cC$1_i2IZMo_#I!z$G*W^fPPvH3as1aQs($@sSZ=Whkcpf~mkK(%J_5sz+W-`)a7
zXamu&SI2<AB^D$F(ig(az~I+gV(`Hi)O`WfNRHn?HSQWFP&N3LzvU>n#y!f;-?|%I
zxq{|OnGucR6JSAbPXHkZQVFVYUBQ!ZuANW8wQfTNs0L`g?b`W<zr_e_{(t^fO|WlY
z^7re2A_3&vzp#4d3#eA>JnPsDsy?G2n)zGKz^YHs0p;MzDVvAC<rGZxASlpq_EkSX
zlDbPbs6qp+%m63%tsp=4hQO-ND~1OS{$g^pyvpCZ2BMz7<qxa~`pf`o%%fG9Y%nMP
zg{XG{SD1HTdM<-<2vUW~4paUQq#V>7fA*sHF0{e~b-Tf?Itr3RsW3|mJvx~^nvZCp
z^&-ISH*j77Ng@q2yhy+E|No1mJK(HiZ40eaeL9bI`kr`UefR(WZr>9xGa&`~9UBD(
zkK~Ww=KG8JcmDr>*$a~By#FEyqJOs?DC^vNu^A-y6C~Gb``i{H239W#iosr6W2m}r
zkh=E}b^k$zgR-sbi5JBn<3P2dJVd=S)Qo75`gaiZ=OF{6AZNPVfjILMqz)B@4Do_w
zw4gG3Au_uiK-u@3Pp9hvkSx!g|NniuT@Qe~XarGV30CnArsCCYgbHPFbNTxVF_2j2
z`xpCegTt)d5$r#Zd3$a{+))FmFL@C%i;!hH@4o=?J$h}sAujdlblu?rbyEe%^lsN3
z9#D5RLCk7|hFIk7|NmcVLfpy=6>|lNX+y*!A$Gnn1c@z!3?;WhLr)eYW)5!7!`2sd
zK85w?eUkq{%O?wP`81IgRz9_}f_n4GJkY8V-kX1b+ME9hE}#CpbZ7JMcL;$vmVf#C
zI6-+0lx3&F=Jt9(#T`f_A68_gLHYr(8GN+n>{3wfx6bC^Z@CJ~-{ml!d7yy?NDYq5
zS=mes4BgH=j-AIGo8K|=H-PSjakc!;-+u_4cWyR6WKV;w-vF1FB4GEO<ZtB$F;FrW
zf2%1-tXtSO`JLy%r=X^-U$2T5e~TJOxb-A|t1Jtstjy68@NIp|-|`()XnX?|jBmkZ
z*%SU2DR74c)cOzryZsfYmw@P<7=i`SdMBXa8c<m&q5|@QtL1k`e!)-%{ytw&<^YA{
zZCGIeYN~snIr$kA1B2(m=PW+V*8D9G!7c&~*j)#g%HU24!ukV{5C*k-*g=Fp2Y<^4
znBmXCW$h8rTqu8oKSU*e3ra`8r85~cgkgbF_#lmcH6O76mqAG74`}`p9PYZX1fs$M
z8sGTJ#NY51lrTUZ+yjg7%@7gD_(mN}6g1w1JiY<ySc1z(6OeMWMv4ST3{;?k$2Sgu
zT5Km?7~KFDt)TYW3DA(k0sfW)u<8OdiHshopiZVoC-ci(aGCJ@h0^u^|6j;nht&U~
z*TDtDIRj8>`2k#7f*Nr<I$ckIY&-BG<vOH&xC3P00Z=)Y1<Ae9NLpU(yZ-<G%NdZu
zPRR&d$bgLjn*kb|@Wn8O0X*>X|3&dNunW$BjO)DjLIq?Jv?K7t6mAmK?`%+G4uD*9
z;$;z}!1(~t3$o|wwg3M?j{FaCWSKF#2}iC$`~x*13u1zv5vZ_z=h5lA0qkzL_osqf
z*X_Fj6wo`mT|oivdf??<h^`riAYIQeb;V=VwF|r=?fr|!tB|owPmro!+ero>Q~rVN
zg@>0c)R~B2{|&Lz1tUy8T}APc52PTKfy4r)+YW<l$MDhq-;ne$6(rkv|HWDm-D_KB
z2o67wPTv(E_iga#3_So1n;kDIL29~vSAfE1gGYBLI7mT(^l~Z04L?l4x<NXj@#lu>
z)<Eby-To`!G@t=-Gf4doa7ci=YC=#wke~o}@+3jA+j;*5JIDpSwgCuzP<!rOK?xIR
zr?3M<-8NKp$&fHUfT6ArRh=qC-3?vPFyL4CFd)?OhnG<-e+CJR(-?+Yq8hs8H|ly>
z=&(DersHn`jdVf=tg(%Qo&fblx|MxfpOjRB3#i4gw%ROE&4I1`$YR4>7vce)=K!rX
zE=dMWK*XW+xG+}Wfkx+5!FqVWdgMTQBthM}zDxiAM;jghjoH6Qy7d45i`Yxx7~Q4?
zP603cF8}}k`kF_tEvq&}z!oGh(WBQk1S+6&`Tu|L3JuT*r~YNI?io-y0gxQW|NsAy
z<|jb&fuNuPuODyyUs3@Iozfx?loGTw%A?tup~Tsv^>#@%$gydJJ*Who!~rcsH#`s>
z3tis`;({tS2GF!j{Y6L)Zio1?KojDrj7$IjzpMh)biKBJG$3Ljm;V2M-I+E4)OPXg
zybc<U^yyVilLD>T?A5K4QeX&n?ELH5`OQc3DcCOu|1!ULegRa(zb#QPybY`GeL8>n
zbbfQ`eDC;Q<c>%4VMY(jyQQx{u8NL@t(HBE6h5C1gBDu7;Q*;P3>xJ_!;B0}42BBE
zMhb>z3Wf@03Jh9$KF-Dr#YM^bpsS$tlEDIoXu1&G;QSl~$GpUx%96~&(o_X21=TbK
z)iluZcZ3>zERcS`(%i!<i^$XeG2?N^)*nyoaM=O!NKtBfQED;hCNiJQJiTOGO0kM-
z>G?n|>Pks0Ni;M9g$5Ge5RGqu%C|)2TA*^xQMqQQTvJr82`bkZm5c5!R9Pfffo>=R
zbDfPK-kmiQ1a{g(c$g$OIx&Tb79l<*U^g;98@o8MqNum75vvQKE;ltdzo;@kwWuf`
zdeap`ju=*HUS>%q_@1>CVw7X3Q7xt{1VQP)EH$|#zlg+y4|NH+Y=9IG;4p|!&QD2=
z&r8frEe4krh|FM#mYyxq60{{+inc^c(w1mx+7c~MTcTw)OK>_y*l&TJ+t9L`1)BRT
z(A;N%<~|EF_gSF1&jQVT7HICXKy#ltn)}Sr+-HvFK65npnWMSS9L;^^XznvdbDuey
z`^?eYXNKlJGc@;^p}Eft&3$HQ?lVJkpBb9_%+TCthUPvqH20aJxz7~MeWqycGevWs
zDVqCC(cEW><~~z2_nD%(&lJslCTQ+6L35u8n)^)9+-HL3J`*(enV`AP1kHUWXznvX
zbDuGq`;5`tXN=}PV>I^}qq)x*&3(pb?lVSnpD~*IjM3a@gyudYH1`>yxz7mAeMV^R
zGeUEp5t{pq(A;N)<~}1d_ZgzO&k)UhhG_0HM01}ZlKVi_FuF9Fa}AN43sR1z8%Z@t
z7ELjd*FdshpE-lw?+muq8LZtI>|$rI$<78042;su)}X}_p#8p6j{X0y!pOiNa^nAg
zA4UcSl@tH}PXW!Up7{SCv_~i9#Q*<mSQr>uPW=C$!pOkz<kbKFph;$y)Bpd2?&4NC
z{r~?N76t~F)Bpc}VPIegIrIPj6-EYzFX#XNXJKMsD7pUsKj_ZpB{%;6U%<q`aOKwj
z{}-4T7)0*;|NjNVzw`gU1~UW0l?VU-M=&!mh&=uOzk`{9q2$^B|Dg6a3uv7NGXukt
zH~;@DurM%8`TYNX1PcShmM{PRH?S};q<sDV{|yTR!<Dc9|C_KfFn~5Zf~qvesvri&
z3IRrG9(IlijO+p+anL?gk5m8uYl9R(F-RQ5L{-ng0GcTWsn0n2|37Hq9|NC&8=r(1
zKX*At1B1PkwU)68_!?@Ee$dsP2af&!51u^-8OFfCpu@nx5W~R0AaVTv|5zr_ydIxG
z8<R6Hn`b|BA4@N54_h-kGZzyV4?Bk=XwxXjF3{EJ9moFv2W`q^a0IFM=Vf!`VF#HD
zk_QdvYn=T5AH4G$Ebq+A<_(bt*>{G4fuZ8m|NrwrYp7uI9x(enn%SAF89^2Xazoq)
zniY6)_W%DH(5_bu_1?|w%rRgGx^gps?~m7EWMJUH<33ROS#bip`#{?*L8~KwT>1ZB
z5j0N;vo8?lzGil&halHEa)bObgOP#Z&(;6`LH9dD!or!C4el40W_IQ-uwOud2MQ0+
zB8ETL|Nl2ZHruh8nQ1@7Oalf6hBu513=%j0{|7CYWbguouNyC$QxCICGYeB54?Bm;
z;bUjqc-RD*S=yL-m?2@Lz{J3?<mUhXKe2|XTQfUz0@xjH&@c@ErTM%6|2u$I6T<w6
z;_fS8^)68L4NMFSEf4?y2W@nN`_s9HxtWD&2gK#R5DJ>6HZU<TY<cwme>bu}A?lxj
z6gqPw)Pt_+1uZ-idGi1N44m$%0LQThcQ8mhC^#8F`anaGH81}Ee+JqijnyBaV13>Y
zeV`-)&NBhb3=Agk|Nj?-yU&f64dT9aFbhCwp#l`XAO8Pe2g)xn^Fi^I0#fD9?G2(F
zxxwjf2{Qx3hQqk?#Svx(hJa(((;X;pK4E5HDERRIKj=<*1}8p&ekLbAi9TjmK80Qu
zCq9iHRu4XdHZ~7Fi)MCTK8GSc3r9W!M?MWFJ_RQ}2`4@QCq51a&_-+>76yhHAO8Ob
zWoMAHNAYL~jE2By2#kinXb6mkz-S1JhQMeD40H%gaEG{H1C+i1r9XH;#4msv#0(4!
zAE2~=D@1$)R36l92Z^B53!wr~ieUqk0i_sxpp9bihA0LG1`TJBDGUst1CKzg7U-xt
zsILa%!_GBR1aTM`7(jho5EFJbSw{~<CG6}m2#<jQG-d%(w*o2;>KB9fF!`_l{^x`E
zGobDP9ry&|D}eej3=9lVis1%S9yaQJ9?A#x#X;&}XQzP<Oak#?7}N~}u{ogUTS2uk
zXh0dD@c@uKs7no^;b&qwf_MxJF!33nlcbRRona1<hYB;m?3aTG!^7wIe~AA;U2%}q
zKPcY<s_{RR4|NX12PppoG=P6X`5rI@AVa8#Pe9`Z-N-O#dPsxPWl*{eN>78*%b@f&
zD18h{UxU)mp!7E=%?3@!Vo+KQN}EAxHz*wjrPH8v8I*2=($k>yGAO+bN~8OO5T9cL
zEG43<R49h<Vetw&<_IJLJFjs&G=G4^u;B+#d361-a|j9P|NozXLA|)7s5H4m0W?&o
zj?EH0VhvFDgJy_9lZXqT{)8qg23WqpV+39)Wb;AebF?xaG!E1XIxmk#?gyC<iYi*V
zKbFSs2NgxMbU$cpl~(41#%Vxx2(8Qq9d`#BpQNSvv~)k{z(HD?5328J89pHMY2p3{
z(DDE@HVG=IKzrOlH0-=;Sos7J!-gFuLdtz~{jhVY3F%*eLqF_%YC`%MCSkW9cAhjL
z{Rueq!_I#ur2ha8{jhVE3F%jujNSdR&~tMM>2JWHUx!Hj4{+$WCQ`q{6zuNzB2xbX
z9Qq@P)Xy*#yZsqN>QBI-znn<@u<{UeASoz+z}h!$MCymdFRc9x(?69+{owXZW?l)Y
z?HZ6<K^Uwb+CGA;qan>Cu>R!yyy6mt<c!231ufFFGeGo%bw-=SlBgNv0S0acbt?Iv
ztoC6U*bxk%EsUT#26j$9)!K(p^A|Ee`cSkoe<lM11E`LtmHD8JouET{X=VO&1_lOD
zpOseTPi0_W0QH$^Wqua}0|TfGf!$jTNmYbN*m>z~6zT^Z|Dw#mz(B73F!$3kd}tZ|
zptGVtV=l1!4q*8gHqJvhCa|l3#Sh4QTDrfTfq_95bY401{s@@+vAc?RQJDL2nNO|o
z0hv$B@)Kk}sHH%w^a;v;pfN96nGf1v4{9UO(tOap2DCKa3Y0#f_x`}rC&l9@(E1Tn
ze$lf02bm8VgQ8XVG%_$SfXg2mg%8MlTIMg%W@b?RMXT^Bps;?+VPIg;rJ#NT4Fl3L
z|AEY>W&Q)1Ps{uV8vCPV{sWm$%luc!z`y{S!=Y9B1({Dv_rvlBt=tbXpO)<xQ2qoh
zETxtE^I+vGjoL@J%%@iS2xLAj%WshRpgA{Mg+Hz1Hw#)n(8~SsF!O1YesGyjt@Hyj
zpO)n_Xl{m<^?wkK{7bFy0hv$B@+|<CerVLbb7Ej%0F@8q_TNFvC1}~c0hv$B_6^8<
zTDEW8Xgt0IGM|?11JJZSEz>v1e9-<4T9v=B^i50iL2G1aWj<&b47TwZYL#Cg^Ff!S
z(bE023?Ex)`Gr3IM*K(>c9pR4D_rJNEBry`gVtoxD*Qp_(=vWdq2W(%{Q+A4LCN?r
z%zj#hAIN-KreDzBA@KMOTKkY%=?i2&E#n_#J}tusw0??~?F*3kv}|91%%^4h0+fGf
z***uEPs{d&9s>gdEyuq>=F_tM0xG*e`KtliJ_l_Z1l1_i%D*7<X_@{(Z7*7e56JDH
zHD<IbpFwlOw48qi^-V$XODp$-#ty-2uA${WDD6-K!`d$(^FiweVfV}vTTjFEgWLwf
z=<O>?=U*6RgJ#tj7|_>$-G$D}!0g8r76~}?za>)t0UY}O5~*Kd4tDqRmP1@j$o&mC
z^ve>d{{asDx<u-Cm<w?~sB8zh7`A@MmPq{#IQ07xss8{D{jo&qXP5_ZKYIGfB~pI^
z4*j)6>OX)(e=m{x73O1i|6C&VH{j5}mPq{%aOmGlq<)75*xi4YNc{_N=)X&(eujnE
z?SD(8{sbKQ{}QSH01o}U6`<V2z(6SfD=fn9epw>*H{j5(OQik>IP}{Rso!BScK7=d
zseb_u{jo&qXIO&W{#+vUCqVV1mw&ZH>R*6Ee=m{xA3*h^mtS*<)bFqqyZ_e`seb_u
z{d<Yj&#(-;{bz~PpMXRET_W`#z@h&wk@^*uV|V{wBK0@m(9c^*T>gK6L%%GM`W;qa
zcfT%?`WN8PZ%d?phLzau_a#z)0uKGLMCw0)Lw_!j`W04TcYiIB`WtZQ?<G?I104G2
z5~<%|HFo!}B~t$a9QyYXsh?pDcKgo~sXqaS{<}o#KY&C3TO#!<ti|sBzeMV9fa*uD
zKX|K%%l`+U`q9gOSt9i-ti$epT_W{2;LvYNr2Ypu^!pO2-(fv=_s0^ce*q5txkTz`
z*nr*sS|ar);LzVor2Ydq^v@+yzrsfB?q5r!{stWS_Y$f90S^6ViPZ0~3A_965~+Uy
z4*hS5)X%UPyZwKO)SrMuKW{aW`5&quz5I|RQa{5Mi2Kp?>k_Ho0jeLp{IMlc{{kHP
zeTmf1uodEdbo*n8)SrMue=d>w58%*WOQe2<ZP?x4OQik=9Qx-Hss8~E{cDNT@30-a
z`}Y#5e*q5tXNlC$umijOcZt-WfJ6UVBK04@q5m(D`eEb!ps{mMj)#q(@z#KNMD+i6
zV)wrck@_2O=+_}q{{tNQ;rn-?<Dd}VV3H2Iu)80=f0uy%1vvD>_wN$W4;zmM%`bpl
z2Md22BK^;>8@v1A`+o`8&j1~-2hBeq+wV=J{RvR}A+BIxfVm&Of0%&%u<?A*+zPV&
zQAFAgn+HHoznMhpUjTJKdif3Czf8dWu=xbg{0g%BD~PloHogYh-;S)mok;x-r664l
z@N+m|;SW1s1ZF-&6&4ceKhXRNNEW8Qmq_~?p!S2--XZIsOr(AXsQs|{MwtCGiPV1p
zYCn4T%_mYn15`ikSR9!Bu=7<2h2H__K4s9_0c8I#CDML(XJ;z~jnJghypmD{b3Ic%
z16|`%Fwd~g&_d6^L=z$kJ`fe+NZ8gPkaY+QI(&hN;Ri45NF@X40Z-sVh!M)*EQtDN
z!Z7s=o)9S+*hxqbE}Vp@pC}DeuMh%}dIwt71!1C)Uw9c9Ad$+!=qSj*!19xof#D>?
z2MkQztPBh+7M2_g49vMq3=AijghBUdv2<}VFffXCfD$8%gAfA)qhvo10|N)kOI8L3
zMp=-!0Lx`w1_nkYkhlcP6b=RkMir2_0?P^}1_nlT5L=O@j-7#lQ47RYVyR(dU|`e*
zv6WdYxfvK3^%n9lFsQH?fY=5gb2M1O*%%lYO+ac4Sb9PBT7cMwEcZcrZ9wWxSU!N%
z+k?a{Sj_kt7#JNuY)cl<0a}c%Ahs0?AIO~^AhtCN8^}H0Ahr#QF-Y78#I^;838No~
zZO1YbWN!e7ZO_63@=Fki?Z9#uWPS*U?Z{FE3X^aU+li%-hk=1H62x|9QDkOdV2nNp
zx;l)d9uy|=Aio5#m<TX1FeZZ3M6f8bFfcHtfY^~NTR>)}g4j_kZ6LeSKzb8cj)MG~
z31Vlk#Bnh&Fy?{S1uSVGH<yFdSFmV<#4AATN|whUb~T7y#WD%xo;nb_n#CF9-zE^d
zhGi$nu2vAcmL&z`#|{v?j^#SYu5J*!o~4A3fq}6P#BN~u2Xg-;ko!AW8bRSa6(l}^
z<txaX86fsVmaU+0m<3`_VsQY)?|cw@GRrHFUlxJbQ&<**^ezFhr?RXBi7yAm-3%7c
zDaed#K;|!Ckq5bX14zvZmKad{ZUV7avP=NEXA6kEip3Y?$L%2YYL<<lFx&-VuVDdQ
zKFhcl#9qr{0W#+Rh`o-*9_0SRAoh9|PmuUA5PJhl3@A)ag4i2b&Vc-K8pPhjvKeIl
zIS_j@%N~$BFM`-xSlU2gbp^!U%Hk!=z`%GN<o+EjYd~>v6C}Qe<u%BzyCC*nmRbe|
z2F3><_C6MEklsfi_I?%xP*^<%`S$>;F)srHlf->a28P+p3=9jI85r2MfHD}nJu3qP
zljJ4_28InVL5^J@83s;JZOHYKk%585ek~6J11Bg&aBpK~U|^Ch<A+RkGamuDgIR`?
zg@J*~m6L&iSr)|PdBe=Wz|tVZz`!i`9Xz?tTWZ0;;(45hfq@xxM=T4onhjiwI*7?5
z&jQn;p#{z!yrsrQ3@qND;(-&Sg16Mngn`B9D#$55EDQ{M-5`IniVA>Ak#cqh23EZX
zAiMZy3NSFRir)o=L<b84LmvwR1KS;tm-s=On^>hEf#P@(3j@OnxQxJGZUzQc#S&%)
z22j{B9$;Z$I0l#HU(d|Iz^WPzilbXB3=9ttGN2Q`Sv3U&85kJ9urM(Eg3GW!<zZl8
zHSpwTVBlnhIe<YhSeSu<P3a6X0|N)F1Q&E?V_;xY28+Qe9>E}X1_m|_RIw@C3=C}A
zU@`EC)C>#^g7bJ87}#_nV$gP%U@^!(eW(~@>5kwwkY3|(7FfZ}z#zbV4<u$P&Cb98
zN+aCY85tPZ%ze2T7=&3E7`RjU7#P?bO1T&q!1100IzDgzZdL|{7#0Qwp+eAU>I!TJ
zr?D|G2<MhEu$=;juy9%m1KU}UAP37$kkihy@-i^+h;)L?z6fRuh+GHRdj({wfCB4N
zkg7vdgc%r2*ccdGKtUk}s=h!@;sB{(5G?|!KU~QKiJNFP28KkKG6vS!JPZtMN4z*0
z7)sa}80ujX93cG+Vn;z*ufGE&yMCAy0|S>c2Ll63I4D<fw}8BPb2%FW!wpsj2JZbJ
zhu#L=M-8%@yA|ZRJM#n}fgrw^lYxP)opA*Zs8(ZPU=Uou%)r1d<PJ)@42%p6%<7B`
z3<B(`#vt=ovoJ8Qt7U-NBrFb`3=Hhxbj~4Ml9<lGt^rEXJQ91E7#P^KAm)MY3vlLQ
zU|`n<^Fa|OaY}%Jfn5j82UVI9MvM#$?7Cn+=%yi7kbUg>hqxFRir5(#DnN-Q4`d-k
z!oZP_fuWn7fnhdGf&=6n4v^gp5G95j0t^i6*cliOV=95F<C9=uU^n$+W?;C+&cJX7
zq^<;HhvZt2W6b%4Ao22*oq>S^lzAAWii8;$*zH&HKtfGYi-UoI-C-pkge%LzzyOI@
z>G}K&4D61-p-BuP$iVp?)QXZ}Vee*PV36G>#K6Gf#|TQkax8v~pk@YhF%ttr28Wy%
z7Xt%}6bAzXrw}M68CXt(*dib{3(F%ATLQ%9V7UikOM}=vETCHyIH7HbDVz)poC+Xu
z5tfha3=EvAAm>Z4ShF!OaDv+qk}QW=7#KLULE=&@--Q?$IKgcQX%<&T1_n-jkX{)U
z8CC`cPD2n|fkgw9-@$DN6&BD+XihVbxCRU8=1)#55L<^O2ULRDfXp;t;o)Ln;Is#c
zo3QAB+~Wcgw_u4CW?<lS2eB<#JV5UE1hK7HxcL|uIK4n@YnEb=dwfA`8<uq-Hn=@u
z%M!rLz`zM^PuQ_Ug2aPCYV29$L3V-L5DqM$2;__gi951@3Tw`I5Zj3*OMroaGY!Oc
zW;q6OPZo&n!XnJXz`&UUV!N_{G8$(Ai0#I*9u#inAoqK)*n`5V1|;so!Uhs=0Eq{%
z90P@C3rIYK<u@pN+CZ5zf<+Z%W;;kcfn^iO&0QdNB0H$A;sBS2pzOe=2y!a}H#a{6
z1BaS89|J=O2LppVmo+GzaF>E=ktRc71_qE_-1Wi?3|uW90+1xheT|2KfvZ(in1P|1
zmw`c$6~t`^=bm4n!c&2lfq|<7%m-b5E%;S{fq|<N%>M|IpUlX>z|{rje**C%L6&uc
z`JX}jDeMdkTs>g^R}i0xlYxP&7tH?#;=cl^?*sF{gZQAPFjqgA54wFrkPBq~1Tg;x
zNd6K?{X{VTCx{PPZp$?Z%m>}JEtm+hZ!(w<O2>kCLGGOb=I;inpU1_(z%>=jKLz3k
zure@kO#|~!gZPag^)tW~!{)B7pv@8tg6}|Xm<bl+GkXB(F36^W3OIkp)7%UUaxDJf
zT*n~m0jg&M7$1NI1E7KyprS93@hey`5Gu$HQW?a^#RJkF1Qpa3U|?VgW&}07<XD2C
zg4aNTA&e$ql_5|;TTqiDlo8Z~l4A*l3NGYhU|<Pjj039-g9=Uu6#?Ol#bCj3sGtz2
z?GeEUN=tGq5fDKcMy3KT1_lL=IXnyuGK_2qpe#6*hk-$ng*7v;gn<*3dSp1*+gLz~
zKn))y4p3i2hJ&?O1f+u_9HfzneYOw-gA50IBUl}%CR7GBKa^Ei85oo;K!gv7NB|Kf
zAfkhnfk6di5vWpA1vR7o^D`)Lfa)6Mb8H~Xz^R#A{2(&}gFLqcs9__|EeR^2)y}Xp
zFmSH}NvORPVqoCj1ahQWI4=VO_tscmkY13S@_n!|pcqu(0Obh<4p8-@uE0^n%fO)A
z%f-N;JQqZ)1rd8e#90t=7eu@T5r07hFE;~&vMh+u1rfF&0@M~zjs>xDK}0Qx=milA
zxfvKVc=#MR7#K9CvobL7h=KAKCo}9^Uxrtp6aYRJn1hi`l!1Zgvls(|IcRw<QunZo
zk%57UgXM}a0|PU&2m=H24QmFF2sjp)7{Ni#1PO8`NOi!($QH@Nz`(@B`cs&JfdvwG
zOprKYE)ip3VCeyEv1Qf;F?&HwRt`3fi6B!Uan256bDS0d)%IUyLFJEx2m=G_H}K^k
zoSQ@$7+8OUnw1=!rXcY@AhrPK0x<>#*1sUO1m`S}ntvd+0w)(p&3_PEgG(NyhJg{p
zG2oI1Nic#r7F>IT85mfZz#Ipzy&z>QV2%e@4T!@E<^*uP0V!hxb0WBOKn8FyhB7fQ
zByi<|lyNaegQ`8Q(;yBHBgnx8T$4Z?0Whb8>jcOEAx6*{2NhhMAOpl0LEZTVu5}<~
z;*8-83=B<Ne?T%4jEPJP49#3MAdU=UA*gM|bp~XBDq|f31H%NaYaoB>GJ;O*nZb1z
z#L)wD7H~ZQarD8Q6<n`D90M?C1J@@I$A}TM%6<peERdzfV7DFMS_zUdWh`f6U^v3S
zEh^5yz&eZLqX+|o1nUBjCpj;G6f6WW88~-<9JL7KT@KF8AoenlZv`0GI8>Mz7}z-G
zf=(#_MI^}Cyr47#5(UL34@k6~iGcwuD$KyQRD^+n|1QW3dq$8rKP$*;2MBvANZb+3
zX5#=I%_RW3Uq`S<4AjU2Sugkx#Owew(?u8<*g8Q>CJxp-5e5b(7M4U21_q8M5m1v)
zkeiu-L8yX(T}Ts@!i6ds*o8qX4hH6C5e5c!kylI%49sspOfisB4h3<LHi;l+1_n-U
zF$M;9Nf48P^9o3b6v)FIoLfN+CutCyhk=bljG2LfSy7yUfn5gF>lZ#P%D}+L36e!0
z<zbvt2D%KZpu~WIksD;2NI{7q10z3_X~e)N3}qTKFp5K&CJc<yU}hNuqde#`F3|!8
zMs<(~$U`D2MI{W3njo$i$nce*t(puB46rQCr~w*f5N~6JbV4NdL**y4GB8LohB6vT
zGKO$6!_F~gU;rEP8L9|wh;AAS0|VF)P~Mf`1np;KU|>Ks1a_D*1B287NPWdHkClO;
zjs<KJQw;-y)Jv%NN>&DjX-MLHPzyog>yX5ak;FmWK1s$<usIP(;`fl$*CL63Lx@Ym
zLS+jp1A`RIcl$wA05}*DxxZ*~!0)n^5`=p16e|OR4Oju#R_SD@_*IZ8tx(QARtAPd
zgd&MvByp&78Dw~v7#Nt+KuLlb6lSulVj%uDCI$vM2Kjv=3=AO56fXZ$lz{<++12Iu
zi!v~PFuS(=6EOw`5a!^Ozb(wb0Ky!?^1@;a3?R&Isc>10fdPaSeMA@-oJ1HHI2k}J
zhUM&_{?I>ArxsG$Ul)g#_Mq~Ifq?-woOll8KBN+#=?3UDX(mX$OJ0f3+ygq416<-W
z_kx(95+8I<9TT*~2N(7%UuBpW7&t(MJ<GRDP=e+F74|H@`$4C$bASqamOmi200*eB
zXZZ_aOK^Y+dzOD7wgLyJuxI%XVry`M3VRj?Mi9q<6I9r<FoHQ2oS?#<g$c}Y-~<)+
zEG%G-2PdeoXJG|%0ysg1JqsI{6Tt~8>{&P%K^N*JaDobZ7B0ppP+`vrD(qQ!7(os$
z-~<)+ECOIo2`8wqXAxoqt?#Yi1QqryVvN3^lYKZrg*}TnV>GC+=L8k@EE0?fpu(OL
zRM@k~FcyFcdrnYc&!Wl*I?-tYC#bMz(PivqU|^WR2`cPa^uU}2oS?#<MIX#r!3iqt
zSq#9O4V<9Dp2djKgn@x!2PdeoXE6r5?EojJuxBx4ECUzzT%f|9WfnWQuxD8S@+1eS
zuxD8aVlr@m3VW7CAn$T;fC_t-Wgy>z3VUU6VLyj~fq@$opCD)RfRYQSum{B^ShS6a
zfdMQk%)kpO?D;^2J&QdfNSqH;*t0l5*r39m#SzTr2bJ)w?I1h(K_xtE2bc*e;aNLD
zOw<yd9bCe*34(6^5~yHc69S!}#2`?~z$Of0K}&cxk$bQbo=ps-lpS2cvq`vtvIVGw
zXOjdm88|>CJew5AmmD0R5}r*O#0Hh{T(A<JO-7WNfk6<I0~zH(hAr>`rCA0B@MV1r
z3=E8OdRZA5gkFm?Ffhu4Tmh=Sgu!JrSUvN^4fVnWCB+Pk@;)F#CoZTLDJWrJQ~()P
z&&a?a>JQSY4ALsc#K0gL3F4}NxbH#SED%=}#NEWqz#v)(;;MnTEG!HRq7@*nI*1#_
z!oVOlfq{V`f|Y?mG#Mmr0TMq862HK}z~BX{h%y-%^+A3VWo2Lx|LPC%3TVJ0kcELk
zf-#hn8Fm1(1Y-zOF$076T+m4o43JTcGMFORDa%krk{_Xp8rc~b#JvI$#)8K6z{bMP
zRfg&i|AeFn<V3I{*x|`AMYBMsU_kBu1hX4<LNZK|RWQOjaaO1=V8<ZC6m>!sfgGq0
zQ3Udx)H$d)C<r7NLz(IspgI^Nlc1q90d!S_<QymuWPqd)bgl(7m?J3;<$z^mkT?v2
zpdy@+85Gg5*&Ohdkl<7UvJsLlm?7z6L%m44BLgEFDAHzw;ws&Vfsq}=%VA?+5J`7t
zVB`StY}r9P7Y0U75RZ=o#Pefd<O1=Qa4;~4o&m)@I78e5arc9`A|P2yP6h^%L<UAt
z5C?Seg-8+uqZo*@8zhs$z$gKBD;EQU7-;@D9Ar}_10xS8#enXZ7k}Y}2<v7xXjsFJ
zJcfpxxUe@w5hy@rLll9+T2cZ@T-+7P0R_WZh$2pA*x}DGlV%|)`UF!1J7F58=oOM8
zadxPiV8=ki6j?!YEyy|>m?GF&&rn5DjYx{n62oq&$H6h43$+pCK?Z3faRvqrP+O1z
z#FAbu&cLt`%muMzzKSz2fG|hDbgwuALo-+g#9}a!236IytPBhskgEE>1f;4)pUGRr
z!oa`;>6KY9FfcGf>S$(2uZ$VeD`STA%9tU&GG->^UKul_SH=YCm4V`t3DPSAF+p{7
zAIMZ_9Svf`dSz0GUKwc2nE~1>>i|{M&|Vpc4eOPG*sxw1hz;wNf!Od~8HfY#m4P_$
zUKxl3@0Ec#@Lm~+1MiiAIPhLs5OS|90#s4MdSxI77r=UDAP&4&25OnWdu5>3BfM7z
z%DeDhSsbXMhV{zwKovEtR|Z<i1MiiA&e??b%0L`=uMEV2_sT#Vc&`kU<KVqAklWzB
zGSCgZ7`-x(C!xJE5EIrb19=zLD+3t<s;Cvg74<AouM8BCAZPP}(hR7g2E`^1NVEmi
zD+7t5^~ylvuwEIM4XUVF9T`DvHV#n5FR+%0fdSep16dF4m4TU{I-9K%#AJr_%9tU&
zGG<646V^H7hjq@LgGSN8oih-NgMkUsIeQ0cmqI#cAf>R*Ss0>o24ccGXCQyWI%gm@
zsOpviO^ZP~XR6E$48oa`3=HfnpcWas+yv0g#`)O{45H5@Kr`Dlk_-$?q5+bi^%_iI
zg$n7+3=CpnAldmK)d`@3@)#Hx!1tqq3vL%s$Eb{faXyIgpNoM(LKifvxB#TOjhlf%
z@*z}9loY7{1Lb5&F);jPW?+zJ3<VX2Qa_;L6;ccgN-SV;PG;EVQ)x)uE5idiWe{|k
zuoP4QY<DYE0RtOH49K~lP66X2kOLe*sT*`O5NOT<?A&-zO<%^qI0@w3OWX_$vb!W1
z7#JsmR5M6@f~s$qVqlm9aR#WnCHW634)TK}Gt{jhj+79T19JFnhz?F>*sfQoyQGwn
z6fv+u9S_^u3R7f)q(~K}2)2I}rpOVh2o!#{5JjNylL>%|gPb7^Znr=;u0l03h<SkG
zuomRa08l~4z`y{$Ll+z<=QtS{#LE~MYe9ix2pY581y&78JLf=L9#9z7f|ArUeg*~!
zaFEr3%mPi)$Ugv0xv?`aC}c7)wt*Cd2rw{6tp@d!L49N?28I_<r-Hh`XQ1MXK<R-E
z8W^yBuF{MlTxA|pSU40^I26>R83P#&8KmaqLTXTu=j>rRU^^3`9+WzbqzE*p4+#b6
z_DhhWS_TFwM$kEW&=k}OGYPiG6Ql^_KzXR5jZzE@3n7Y_K$_=5#X-&h%^ZMjSODE%
z3DR85z#z37s_1|e1H(P2W{{zWq2i#3`vw&+W?+zc4iyI(3N{e7;}dEigH&7&#P{c=
z7#IxLLE#m`RL8&|H4iF2S&D(d11t{iq)RSF5|{b}<=mEHU}%LX;$((xN|t5};i#!c
z32I@aP+SF558Ffwb&`}WR1qkE4nY(#)iW?i*+9iXet8ZN=VXTMAckp<LQ(`;Qv&fc
zbekefQ8khxLk^IiLphmYdx>F+)S*EK3Q|vqB2ZqCa)ye7oRJ3+=VXR$BnD{)xit?-
z(PWq+*ltOXB2Z*Xf$wZ%U;vr41EvVJB@(8{5US{v6a&Krh$65v{Gj3>&0itnoXoKO
zurSS;P(>g=@N$AZ3f9~N6$fcHf{1f6!#2ahG_OKZ6b@4a+wlrhbO}jO4NMViTPsWv
z<nlHKhM!Ul3~OMDV0*_w$)uJ6kxYyjWYnSMA;@{)2!!o(g&N2pW(6uh(m_SU2GD#k
zsQ(ULI|1q;f~E*S#Z5Y>xH&Aqz#s=MU(!KEhqoZCNX`IhW{_XN$iPs-4Jll5Kq~x%
z7#O5V(;=Axl&%B0z~RQpya2k{6IyJTWkA$`99afa1KZFCb*NMblA_r#MGVkgZy-gW
ztX77k=m1O+Y-=A#5vX|Rf+_;#iW?9`;Cwm>Dh?_UK0w7m>X$&pLCzE9hI#?EUk+p_
zC<X3AQe*{F1lyDcQ*;ih2$YC|Ac{bVNah7p9ApDHmSDR9p&A*an4!T4DqDKMIzzzq
zT_jW-RJKUQA#tQ8LOGz)`x;mWC}+Y0K7^x|5s^|18KmYx)q`@!JBWIa+oaY)#X)Wp
z=7IViwp$hIKB<F9ia_g`z@C6@sf8)JilitOW)f`QEKJc`Bt=ayMX=4mFh#6L;k6v5
z2(|+lrbq@!(HWQ`*fvv`B6esM3-aAZm?GF-R+u92=nAwl0!_k!eFxhx3sVFho`5Q{
z=7ok6Y*!>yk&H8vbzoCq+jgM}7{tDSvSSn|M=2yjaz!`1Ni>BIQu{}Nvg30hSays8
zWwtzF1_n8BV;~CD(EKJ0tNo)vX61-5Fi0vx^EW81NSQ%7AdkO-ITyBx5$YPLAS6Zn
zd{95Zc1pq&B|{Z~616%+5jf$LLB&Bf_(H@vnPJ;Br5Qt*%QDy)q$VM$DuStc0No4<
zvZ988L2@xv5h%yXtcG$x*%Z_&1uc*jI|K?gUyxT1Btn8M8Xjyj_#wgO3ko*SU?HRw
z^92Q)y(lc$d_irf<D#%&^8=ZcF2=whIT@r5+B}k41Lc4`rN|Er5!l{IkaIz0!4)J$
zZZJi#4Vo}Tuc3-S!4?Nm1P(S9XtaZDXoiS$GABTHcY-w6FfhnSLluDn1Re&RpfIok
zxw`>$iYx;Ig9E%IXBCEoffXnWHjBYLZ3RjzLgKKJ+!~~rK>;+(X9w!VOc!Thkh%mq
z@|J;t0aWzx3V^-LR1eOtpr~PmUUUXZRFYgs94R>{2UGxgL-cVn!?uaSN`9yskY@{E
zYG7LdL7oK#XAqL2sW3&b{dzD(c}R+O!4$zZ<-ruyLluFN&LxN<P$??a4iyIl=PRgq
z9Rq`84^$jfCQ8kRazJjC5d?<=Co^o@A;<<$>v21hBG77Oa3+WCtpq6odFTjK5y;p`
zh)Lk6zYY}#*-!@&=VXR$3<PNg+3+4o(PEe)*zQk|B9IM#po&0=Yd1s@*amKB<^b97
z03y!G4BNT~(=3mqh*b#cQP}=Km?C2&MOrXLuuZTqMeaz7{9%e<J8fZ#qLCDpz!br@
z!@?95BPp5*Qv}=d2vP*9{kxGAfmVHi10S|A7^DakG>efGJ%*VC+kFgGB(oby5!e*i
z_Ex9@1~Jft7o#>PzcfTb3Y?#ym80NZnwS_QvuT4e+hPe=X43|hFieuL%%%g<%pg?>
znr4A!uQXv$XhV7pTcF~gj8z8~4+V8@BzGc-OC3bwEJi4jx(XEswYtti#5tJ{Yz7UE
z!fb%%z|T;Xpa$h%m`d1YN>GEc2BkqMB^U$oEhq&kiGU0X<z$9!o`Z&tls=LocbFpB
z4n3G6UnE7K`UxD)4bW|TFh%iDMWBS-0x=1kkjtUsAZM(Eh;uT-_8`JE_d*qc^4UR%
zBCzI#P;rpvXAp5tX4nQknC4wbinv9g9)<1lgekg=q{slK2)30ErsyM*qEMJ3*nUlz
zB4%ij4f1F%L=o7n;!tsrTPH!pIhkRbHDQ`fkrZu*DT3_?gemevQgjEV2)6ANrYIV!
z2vib&fhYo%kTUsDagZ~>5e3_?3epI!fq#L9>%jw62O=Oz<N$<XV4QOfnjz#s8G=ii
zfk6&5YsDxB5<e>qt8(Q*8NyzMfk84Dnx#N#Un&~P0gd9ci-98o95Pu@agdYNK*Twj
zVcQr%&I0w?tC19e-K_xK=Lb>%ayJ_Xs2&yrO=UCkgB;Kh4so^#y#4S}9Fm>+L9XwX
zf#qKTkZJ}gHmGkoq!}30#39b(aA1)1f{KHjE$NTMk&1(IKn_oZ=-_0A?H>fW3sg)M
zAt~yDDS~YhgemGmQnVhX2(}Xvrf3FK5hxcNhbRJtpUi5gILH~`pn+|Hglc3^i~|iO
zaRr1z0>l6`@Ch#8SS4XiPcBg4y^>*IQ0fG!<p#+p+e$GoOb>%-f^ElU<VlraU{LXu
zVql1oWnhq550w{@28S4<p)_c52W%4;1A`<RG#cck85pFjpd1Zp28QVpU>%&yupNUS
z=YlH6Xs9BPe-6VG!L~JmjIUuZRw+AC$EL&}nFCb|3KPjfWKJ0}ry7|9OBkRW%D@8}
zQ5KbCU;qzOGc%}ifEr)SuqhBlc;W#ChFTc|BQt2g6EvqP@4(2wa7_}@Pi6syUxzFM
zgE~mvCD1@V0|P?=Xg3M#G)ZWH{Q?Ep2dErsfE|GD8e?FPQh`Pj$a(7|!C?f7W=TyX
zaTyaR2NXu2c4Hm59S2(P1&+0^P)lH&I2qZcrJ#;blLM_<glb211Z?XY1B0XtQ~@aC
z$~ZzfAQyowD{}xX`2&rUr-8i949Xdrko6^-nHU(f7_?<185o2lK^qJ}EN#$46lh9{
zg8{_S22E3eCagHX6IMD>Vhju*%xTP|4Vst&O;K?$fLPkO5)2H<5+HLxEbS$d3=Fft
z#)4SdpamzOr6(NVr6)Qik_-$W%&E$xEhoXiAOhA1Vrg4TGB6l|HG){$^CTD;rhsKZ
zES+9<1_lu3lxETet%?C*rf@yb@)i)*zAnMQa2Bi_#A09+WK`u7=4R%T<`WQSU|_Oj
zWahKtw&rF8EnXC6Wai`MhH+VV86a|=!WN)iC3=kZk`RGBJ{!ptVUQL!Rt8UD6VMz1
zx-0_&2S|>Afm4ma6SSIH3~m|&1Gfp3lgH;NY%gge$-uy43RcD|#=y)0asfyW9}|j$
z_>t`};)c0F09n{m7$G4Dv&B=`MpA~0fk6oDK~|9QAjb>y!tDZiPz1@ppj7~<#=>k9
zLl%bE#lRpAwTTsGlLW#nkoQ2AOCoCosRKDdN{;~%s31WG25EG43=A?V4BXsy+{}Co
z46@J&V+HA!vtqE~wq}(OW?+!#05Q2iOa*=hZf;QUDMGbzFfb?yK*f|z7~F*!7*rS;
zJ;4#Es>t9e44TtdgL;7*79r}O1B^AmHh_)QL{`8ADpHZsQmD8fBRD-lt>j~1U`CE`
z7N|G}0|P6_c?=9}APVG4c1Zf*0LKkH@o^#o5EM6DP%bMZEpo%mW?<lf`Ggnj6K)0u
zK4AuCK2Vb4hq{;*<|P4ha2i8O7of;tU=Tu02*QXM@Dvtg6k>OfnC2u23UCn<c#2_Q
z5Jhm9#2FaGWEl;?sw21~!P!ZimBCOLBqPz;#K<Vf2wL1P+113zz$7uzNrHhv3MLFP
zS-P`{kpZGc24TIrq^Ga~w+Yy8SypJC0R<YUU|^63B_12eJU&RSWMEK02rw`xA~>J~
zp9k90j1*%ae~}wws8PiMjT>%A+`wWE8dY3~sN#l26%Q<`cwte+haOe1xPvE00n|7W
zL=7a6ZyY41Lt;q?5mKPw7iNV=8YtN!#UV%*6pP>z&=VY2V%&_O;-Cl-M~)o{q-c{w
z#1uRRLAjOzl$Ky|0SavyJrp5OqXkj;f*cGEepv8;VwD-1OF&x$pv<9>VOSWM`Ruqs
zr4A^mfr3v&gMpa?v|LhDgMpb3#6T)ILCG2v0Pq+SM~WhG1_lXeYT$;%3APXi*&&S-
zD>AU?VqlO(=myy<hngDXVG*o=ntc_K6BNX8&`hs{Fb}k~04<lRz;d}NrUB6OsD|V_
z2?hprP(cyI7%C1cC^V3DA~L)t!r=@ITA%_~8#P6N5}6K)5Gw<NE{Xs*1A`ty0JInk
zv{!*42h_G>{LRP9z{to5Y9)gBdV2bBR9uv-pOcwXoS2tcl3A5nqz`AsC+Fwp=I1fM
zmFnr~W2jCnPRwIqK<G)!NlY)+%gjp#Z7xI?&OjAREXmK!Ox8ma&CDxFEy_#GiBCyQ
zD@K>hEiFl{Ko^9#6J4~pBr!R=q$n{t6(R$2X*|Sv84OGe3`l&Cb73Md>-7+dz(Q$>
z$*J*RR$gKbl4L<qYGz($iC%It$WVq5aHxZJV=|(LdT~)QgMMjok$z@ga!zSVs(yuq
zS-hEvZcb)iX@zcjUa5XkW=SzbNls>xetL2;rV?|QZiqUlQ49>ZiJ5tNkU%d<$;>x`
zxUje+B_%aYF9USU2I!V_P<S#iFyv$=W#+?GfSD`|43KN&A%RttnqHJzT%4Jo=aZQS
z5wb}t&CDs$&CIidbhS8{V2k*rm<)uN#Y>noy_m&0b~!UA*)YpJVNL?^CPXr63Nxv~
zkq8SD^FanC9Yz*LW*3eK7A9sJCKC|Hog;!ds)<>X!-hGWNtuyZlOuvTJc3!7V?r&H
zHUlH$4RE;L02Qq`!<EE9!wg(R_`|~$H6UOC3<*>w1_oH5G9v<&nSr4g6a{)23}}Ih
z8iKirB^k+yIXR#>0T1PIGQn0qig4I4c}x0OMJ4+cTX=dhFtIRC2N6u}!XU~TL^Okl
zryv5%^#-w+?9k*NfJFU3gd0bocMx-V1T&`>bA?_IbGaUfRT<&k!CVkg=jpkbDMExP
zN|-4?5Q3P6n4B3o(wJs2iZb&>Fc+3E^Kp3f_?d&u>HrZ;+Zhp-T?dP33V^6G5aGeG
ziJ6B(h`DqEGq;!fUXBGbV{@3(I3~C;i!nJeG8Zt}GcsLZ5@g!I#=yu3T1v#ka0_qT
zLL&rUoRJv)@B|Nw)J%$V4Qd1zm!#xmCP9(`0|O@$tg|k{;l<=GJh2!QPTnj`Ad2}h
z1CtXY3nQ34r=G(LD*S}O3oZ!CEKe9BSQwcX)N|-@STdQ2GwBP>_hfPtW@=#+_Vi|9
zV!p$`WC6-ei|RQ_I2Lle=ZFqvQWasc5#+Fq-pgbtY+cG^D$JxKVr5sB>2A+lVG|z7
zVa?&d(ZI~bWWXret7^WVDV2|zORp}5xk`b_NQ$GCsX~Hj3Zt;~S|)u_<_eAoCOu(m
zZ>D-t=BlRi9JNf2!c0Yi9A}v;Iczx2F;_9UFmjydux8Sg;K*b;!zgCq#}q1TJ&{RU
z#L9;$T$00_$pEB1k)OFTB9_TikjaAY8^>1;d*-qxj?ExLm^qmY7&&Y?teML>Y?!$?
z)-W0HGIMj-aELOwiZDg+8C4yLVXlZ^(iLG!mEsU(@)cofV&pS&dH@pT_`*~u#gWP6
zFT$Y&3QD#nFv+x(5h-Odsfd9>!kf9A$)Ay#Q*SrKNfA=axn9h|dK@w_%=u5^K^lWO
zZgI3Wf*iwP%VfaM(Zex`DMWx{5|fVzhb_pl9L~%<9BVi-nF55Fe8idjz!`$=2}my+
z(?Ui;5Tg`Cgl94Zfr8LTf;rENSxAqgE{3`22_z^x8Tp%InXJV)8kx+5!M^5X(qQE1
zVbTz0DiL9>U@~K5(vV=TWNKk#WYQ32n!qT?EWp&x$f#_YX3wM}!lVO=RxM%c(ihBC
zC6ST;|8rO|b1|ti?&0{%WFqEn$Xs<I&LW&+Ee8W5V@6_LN=|BgVp4ul2}41CW^sOA
zd_iJSNoHaWLvCV4d~RY+PJVKHT4qj8d~s$~Dnqtoablh)v`Y3!O)T(DOwUYa04qx@
z$uEk}O{|PBN-ZfZ%8Sn{&B<YK1~(dlVa<u4)Pnq?5?@fY%}`L3nO72@oSTx9nU~5C
zT#{IlnH*e@nFo;t*R9E^1tsytB}F-@c?>D3Nu}uw@lk$;hVk+6ri7s(#0ED|L&L&3
zzo62sC_mRV$UE2|9z(H_adAn0K}kkxd45q&N<6qVP!wN~nc@oZSTLxK5L%q-m{yWn
z6r7x2kP7i0SUd#Oc3=o`bdPrq4G!`5Wr&Y2PA*N!XUNUWi!V(qiU+qaz`+!slb_B|
zTvC*o40e5HUV40TMrv|)F$2W^Zkai$4A8L8%ug=KVMr^@$%!vWEXhD}h;L>}P-;q5
zejd~n;h8x(p~b0giNz(MdF7dTDGWG#!;oBBRFs-m5?_{Dl$2kbSyIVRT2NBNkR6m-
zl3A3R0``tuQDQFCV6fZb!O@Whb2g|E6Q5s{l3K)&k(g5wpPv_>T2z!@!~kif#g}I0
zl^7evmoOyfm!%dZrl-aiBo{L{gM8_epPZeV!hndt+|=CM)Ldv%07n!?%orLVLdMV}
zxU>M2Op2ZJbMlLdUCS8K5{paXOTnH7xg;&IBryjZ6`_9Ke*WQp4EmtfND8Qpq-(D0
znj7F^5CG+vgASvDN@KLJP+Gd679c}Bq)`V-c$xWm49PjEpqR}_Ovx{g&&^FNh%d<~
zN-fUF&q-lG&KyaVC8;1!d7~yy18`7-Q;ul>D7m|qfmER?GDS=J<{?FupfGeTW5`D6
z_f4!|2+hmMPtIn5G;kq}*Z7qDyps6RVzBLI@$n!}n1aLD&@ec)#3eN?u{5Uy6o%03
zomf<qSQ($3pP!ux&CbsGc_o?YrTL}BAXZ{#UTTrQzY`?oBO<XRr#L=6wIn_<C8dZV
zK0X!H&`(J%Nlh+^PtMOP0c(o~rG>Pd{BopJ9F&=!QG$|=K~9VZrLWW!hMfGobOkU`
znpd2eo|l@UkeOG)0Le<={28B?UzD3z!T{zVC92|*qJpHNY=)xLf*fdDyeKmdVzGNp
zeo|r%ilyL!E3`PZC;(i_rKb3%=H?ewLVOt?p9As^I0wWRm*(as7FB}FKP=fAnr(|y
z)5{oO#SKGzd`cR~1h6fRpfWQN>~Dzi8L5c{@dZWsX`pPM?F!09zNy8<iRr0MrD<uY
zMZutw6{$>Ph>y?7PfpAMM`k><N5KFtq(P}4k`K`fLL)OsL5QuWbp;pD<>0t80++S~
zJ8}BpSc2LO>dj=7<mSXD=a<D7fs1f>xEF&8mhk+d6p$}G^PE6^mYn?b_|%Hj_`Jm2
zR73#*YEGwu<F=?IJ|#6Vxg@hJu_QHxAtg0AzbLUJ6%<Cv@wtfw#jwJ$I5RynCkHdj
z7(yHYs+dw;8B$7f3*s~Lic5-0lS?x5^Ws6du^3YqdPXzx%*!lsEn|Qt<NTDO__ECW
zoJ5crn7Ym3AsdpPpW~O9o9fC?TAUi6o0w7t&V?XnFl0L?CTFDjWag!U!UK{V9YI;n
z8Jy!F38J_J<XiMo4N{&!w1D$HxEcxqSEdksP={vbl_ln6ro<QIgR^IRL1Jc6F#{y;
z#}`A(Dsb|SPpQmH%*{*&$9!sWF$1Ki2W7s@#GK43uvg*5Jh&}ToSB|hkjhY4npl*W
zSCW~R3a-%@+*3;eic-rm^Gl085g{Fr%#fB6U&2sOln*Wmpq8g67GQ=Sdgz-$N;B6o
z25`BWlbM@Y5}%ud9x7lLGo+-ZlorI7<Y%Ym#pk5vrI%zN7X_(#Dd-LcnFMOV6hUfG
zhT_WHr2L%BDp02#lmp_^K=ofSB(y>401+Pkpjr<S;Khk~pd=5jn86N#wTMcK6O(eF
zK@(D004{w|OLgQ5%{Vx<1X8~RB$i~j26!ifQ%-SadSXrqxU56C50tU;i%R0t!DU!6
zL$+^XMKGjD@_~3fB@<$Ka(+=NIL+mymdB^0=A@RS#)CSb@wu7Bxrrso8JKZ^+*m@d
zABuBQQw!pgQq%H_QsYx9GxO46EkaQF1uj97!A-oP)ST4B;?($({P_H0a4qcU<Kyp)
z93dq|#RYi`#rbI^@kPbO@$k4!%FoA=n@s`|)4|yVoOe=O8RFwBiV`a!aRVt$eNxj(
zAW;HN@}TM&)ZQw=^deG~>ulm$#*mzt2dW+sWeZqeE?$jB2JWdPeyJ5DC`sKlmjP6;
zffEBHuYzm7)QS>F7C|qO4b3syVXh3QO&dtN4^*Y578l1C7bGU9f+HN1OrWuiNVsLi
z@x>*TIjIcUt`(3mu>fbM%o2v6)ck_fJkK=0)MQYtQd9}blLeV63>XC#tfb3HP0TK4
zfHpHA!3=84g8~_)(#*?`&nQh#jW0+{Pb~&j#L&_OHL8;{ieRnA+|=CU+yVx8U7nng
z2x=^(6es3^6HqxQDvCe_S8;wGD1|{ww3O7u6j0Nq7+za2pkx`mv1MrFo?7AzY4Qdn
zgUj>8l8kuJU`kSAayA2~EfoxElwd><avn9u2u4u*3)I~K1&v!#DzveT)TlxV2B^mq
zOHwN`OJGHDNop~u;hY2N5rNvXsVVVErRnLFApe89Pz=eS_AT~SJShG^SwAGBC^Zq%
zVh2|!pc)5MQDx?(WP-CJa)aC=9#p*+Wfp+D5}=ktT4n`9cu{6aDnoH;K>=tCFFv)f
zG%*L<T8B5?Q!<O7y)jVD1g<%uO-UmQa614zP71E%KoJ<9l3A3RT#{4iiZ@=IO<V)K
zbF&ywb2mJOp{BsfJ8<I&Idd0*S{Cu~rJ%8By!IHG;HsQlv1D`fYRCkXJY36=#(y#W
z$pC5x=H(Zq7N-`Kr80oB52QmEpI8zPiE;F9DY`WlAZtLW5K9lh$PjCb-W62oVw6G*
z8L2r1h(H8)(ZI2Z2)oR@5>QhZ)G3E%I8bXf9@27!$22rOWaj6ABOI;v0yjXw9T#Xc
zW--La=YsNaPHK8$a%Fr0s3Vk^0xAMiK+ywBFb3cR18QN!XBNj7mF9u+Iivxa3~Kd(
z8pntlDjS+_!PX&lNkKI-$W#<p8JS@1@PhmApnkcFE2JWdk1qi^6x<m1%quBM^iRr4
zO@?(sAmts{LW}|rql7?@MnglSF0N}CgS%g-g0r@^p&{gWV+GyZlG40X+w|1D)S}E}
z1>M}lqT~$Q3JWt`GZO{fbOl|1BL&^!k`&wYyi%|>-LwEtX9eA~ynJ0y7q%ob55h^U
z0M&7z$bs;SN=h;nbkp*4GfQ;AO&48g>rX*94bm~zEde!2iWPLz$})>HlQMHMODb(M
zGE-7gp+;sFB<f}+rzz;Bftwt<&_-K+k#2EGQGOnlu@$7c)X*Gb_`x-aA+-Wh5yiu6
zsUmRE11(L!qZ-h3l95?ll3!E_mB~p>2Q}KtK=V4V4lJm0Ey<5Bt}F%*pJe10l_<b#
z5>T%Y+CNK9EXvFSHD)0#UWSasq7>9-2E1TP&MyTOwD87pegUX$9}lf{z`+16&=Nrd
zKG1P1P_lz2W<!&dROG4zT;9Rt4B-hqHN}+yR0<^Lr=&7u!}>xDrFo$70%(&MG=2iA
z8j!0hNST9{RY2CGq<TZ7TFMk$mV+9QxeW21{_#nrY4M<NjL*+WiO)|<D^4w8NXaiv
z%1LENNi9xJ%_~WDFG@_wOwB6+t1nJ0O9g8v28S*vP(j0b@etW^P(=|B8YzN|Er7Lv
ztVl`(jW6UT7G<Y`IvSq-@t{fxY*2hWG}*>OVguSejL*qWOffWLNXyAj1l36?sYOLd
zoqdqS@t_Ky0a6z-#3z>)#V6<Il;-AvZ8eHFj4v($>52#Q-8_9<;|p?1i$NNS8RCnR
zO4AtPp<`C@$r;&jRSe0A1&PU^F)vU6LCwj`iwDomfK@^K!4MA)1CTl3OiV%+Hil&3
zWJ5zxUV;v7+Cp1#$U>!gDXD3hpg|3A2FIFt!HEz{Ui9>jhr|aY@JsVbi&ImKz#aex
zJ}8<XQ*`kKrNtTG89#>jywnO%^P?a!#Sj!ci69;E1&Jxf5S|HyGKEg=fk$B&;^WhD
zLF0INC7@&iH8ZU!H5F_b#1Y^`21;ROCh;W<`WgATsrt#8MVUD{nZ=p8`FZ*-`N^fZ
zsd**E`i^;dsi{W#zKJCn`k?%ln^_F*W-`PlXC!9kF~oz6fu=Z6`>eDe9_&TXELk1{
zB;^?~#OH!C6DSJ7z6Gm@F9R2GApM|(4w3{XXow`J0g;!_5D#kKCuf7wM0{FeW)4GI
zW?qU@YH^86Q9igGRFtd_ogFPMNy#sTBz<T)$uBK|q&HC71i29s8Vty(9NZv*R;FnE
zt#oK!t6+e!Dj9MTbCXgM8S-;d3Q8&<R3!tbWf+`aRFavBVl=o!fevkeG7u=baAz+I
zhLqI2{M^jE#FEs~B8I%u+*HsgN@)=TXj&e9rm~<YH8~SBgUe7{SX2T_0MNcP#GBv|
zN)!j7_%$&l1u?(}(Gg#inwwvi3NtM;uQ(N9c4}@xNhNOMic6C)j4Q}5z^x&-GzXy}
zH76C6++a3?(*sgbgyL{etmdc1C*_ysr4++-q=SZ{ijwsq9??r?$jnPgtw6CIIXXa<
zS1RuK083jil;(j-bMR0?Y6_&P0}uBxfXD3O!4*VNDyU(W%#aHip#jSv$%6;YKou7D
zhzDC_XvR>KT3nh_!T>w3Z6D}F4$uMD42hFDk|uM&j&9?C9<s&;6^G2#BS@J3{ZRc}
z49u`2?&c#@L0B*|VTamrF)+hUvcpgdI#wE_D-*T_j3E)moDMo28SK>0%wGj{=fn7*
zGjBjz7#R{_Owf^@AR#seh*B6|5PG=-BSRvLDFhXQDTVRHpyG@Si7=)(R0yUN#+QbQ
zGcqK?n4o1u$PNIpk+C<_doaJTF{DlANT19B<F`QN*%-1WbL33sIL8Xn{Sr#EGJs=C
z1R5l|P#UHj#s{4i4$=r!4&%Z?j-6pLN7;&c(DrnYDg=f(59SOmhIz0v+ZkYD3!zSA
zWJm#>whPh>I{N}dGcu&KKpol#r5PDg&>f3xs0--OCk6(FIZ&FBAqB>K0~KOsDEm>@
z3BBhAbdD?3CKwYI$IJ|69rYkNWK5ceQem!N0C#=rMksS1l;&XgDysWcR99&}Oyn3;
zhLIr^pI0%xkc!0%4LH33OCrd@2Xh=Oc`!0$p(g=GhAiX&0kL6$LY#>?m?q|cOhLvl
zlVI*Zb|Xv-7B)yJ0+t?;mCu1DX;`!(%OP6{V#B--Ga96J)=UuCX%BNXvK=rvkX~dA
zb3QDIGcg#<hp|BiM}gEbGQ_}`uvEg#P*Xo2#z7>R7?^WlP5>E)?kz@!7?7#R7`ktj
z0d$})NF3xF5DmgGv6UbWXrT*3>LVx<bZ$3@$;glz0a~EPz`&3Tr5PDgL8lymWVb<u
zkPYPpFB@WDu!Pc#45=_?EL4b@p=?DxjMD%WWMoK%F=6MdF*B5Hz(~2Ic_<BZAUMdW
z>`<pNGNfU8C=H*7Kz9p(On3>~`ooY0W5WE(%uu!fi-*#%cxVNM9!heAdL#f!GcqJ$
zdMF8>hd_4(fjl%5?x7?Y6XsWDhO!x0Jd}jRLklSMP%_N*nQ#v!<8wV`x=F_3su>ur
z$_9CvfdQTo7#Y&htzl$<p1S~5ij?R}p^oEW_$sdZRY+IvtFW%je3)n*LRJtV+XWQ`
z9e)opk&ywqp%%n}U|61l83Zw2R9Eh+2u|Z+vMo^KVZOlPdYH`!B^WM%DVYv6O@QI6
zknUGOP-P@1^Hoe&dj5Q<48jo5#wCdRp(MH?qM&vjx;c|MV0OSvWCbak%mL%VEWp)D
zM2|sG2?#5~Kr389j$veofiYp}3S6MVIIsX`WQc)T2P?!t#_fjsH3ObCVqm!iRw!X9
zV;w-(X)rJ_ghOdYhEN!D1zac?##{vzVrD2UnGfUaf(kM+1jCqnph7GRpBY2v!+5Y8
z!WbE#hhKtx4Z$#HEQD%gVlbW$W5etLc@oBk83j@YF#$m;fG*u&U|_I?(u@qDFy>{r
zP%w;n6DkC8DvW0ebq5xwg0=~REQ<nd@&VU8p)h8TI7otlfsr8?#+(Kff*23ut%8a&
zG6chzYoJ2R3^gV5VVo^cL5OY`PYmj0JdU%KfVc#f9?PKoS||+@uY>ZNpfpUp8Ora1
z(lGIED1SAShKcWk@-ISZm^gUj90LQxCp2-;K2wkjLB|n+Xqb9lNf3{LK^jWK#1)}@
zODGK!_k{AJpfpT88OpDQ(lGIED1Q}{hKV19@*hBHnD}=n{~wfwiT{W3r6BHwiL*ob
zN>CamZVKgt_RoTJz{F#r;x$kjCJx$v2~sx;O?)<#4?2?rBo9-+7%F}YO2fn-LiwQ6
z0g%-@N`rU|3?5J#rrs0EPlVDi@j@uS6H3FxXF~ZKp)^eVAe4U(O2fq8!T8W53=@aA
z20>zGvJhA%lZEC9MuvD86Xr`$HVK&z<GqIZosl5~#zf>CSW^scCCtW^P~$<R4U7%T
zcuWk2^I>e5Q6P12L!b-|=xO$opk^^L#KAHMEFm*8#KF=oEUhv!#KDp$EV(c;#KBSs
z%vX#IaZp>})CB0Asi0$1K!S`6p)e*tbSE$)Lokdf2^9hbR_J^fPYWu_$Pf%;nm~mh
z3Sm4Ac(I33h-11V1nv$&ki$SFV+=o(39}hwd<fhfs!&TA8Dd~en9UG{FrFnsA&glB
zy*n485XS3)iZU|9z?ckBKR^`1cwA6XMurd=Qv@y)17pJc57i6t7M%PBjf$O6PckyZ
zz?f&CLf|?b#tDF47t6>H1M`I)!ecNd=q4zT6=1C}P8mYoD<~7@6D;*S13$<B1_l)<
z&Bzc6W4?k51;d!{ph6%|hR%oaenCYU8G>QVe^4QCg8;_qh6Vzb`U%q+AuwljK#gK#
zh=DPgp$37R5i%df1D#<6@(d$G2#o0rRmjK?17pG*0nrOmkAk6=!7OKF2!t_V)_^ny
z!Yvhr+Ykt2%0q>i7|JqWY-C#lF~;;@zW)ie9aMI}*s#C@l`$|j%ruZX6xTB_Ff0IH
ziN(MGx_uEO$H)*0W5$5?tAbl5!7ye5R0!m$(D^W47F3jxAsEI4ZHxmM2aZq}=Qlzf
zNDdieIwJ(;3<bEZ7#On{Dg<&y$b1;D7Anff5CUVKh6}~Om@r2`^dh?f#D=*8bOafQ
z535*Uc637xgo)3F@;5_inD}8R{}hyliNjp+7)|^$l>ZA#!_<S^fQ(`8%Y>=}MJbF8
z3uaK%!`Lw2g47|K17as|f=C7i&?UJb79&F_jA;!YfenT+U7<pta0{Ie<H6j6C68hn
z9|AMp5o#7ALmZ3=GZ18a2;6w^O_1Ou7zblM16{uf77Bqe5stv9(?B=-f&BIqYNG_w
z!0TiV#31Zsj#p3>pxe1XI&iB@hq_=1l*X;{093^lD2-bs_!d3TNo~;Vh+Ab0R0Yh_
zxK)CDfs8>{iGlb%@Nv~p81p1_aFCH97{<H|6#_*_=zJJ25}IbP#W&Pgm{M30hVdhy
z<IZdh@!+xc9w>h@l!l3euEGO3a|W9DOelW=l!mEa2<2~q(lGH|Q2r$-4HLf$<$r+E
zF!A3|KIldQko_=mN$5zu4wQz8n?w0_P#Pwl3*|RJX_$C7ls^+n!^G!9`J13LOnfht
ze*sFv#BW3SpnEBi-T4?Q{tZgQ)H6b(Oaw~9#O0xUT__C`H-_@9pfpU}8p`*B(lBw5
z8<6n==sd<rD9y+a3S)kS3&p^gf1pC(iUP&~ou&;k5|Z{{JUwUvV`K=0F+ulWgA_6{
z#K4%KTk}9d5WO&7FhVbk3Cj*xS~-|r2!VM)5pGa0j0tle$i|TQFdoc_j0_<#Cc;LH
zHZROZU8wP(@*2j5X$K8bz}PUOK<YrgMaBux;pBQK&Bzc6V=6;Kn~@<H##Dt0fm|Ot
zAI6&k6~&Uz4WI)=@lcwPAr!_uj2JV5F;7E<AjZRZ7oehy452V4%+*+;19aCL$b<b*
zU0e*zuoI#%+D6a=F&UtTC^LWp2*w88TnRFVks%(&1YIlx5@Kekub&U&Tm^}MtC)Du
z<(eR#B;2zYJwDKd*B~V@-CPXJu;Z98Tn97x1xNz}0|OTWGwjqP47IRb+_3AppjzM*
z%%^Ek5!l!u^k8|IxeTyjV9?z<Af>SJKiJ^k3aHm$1AnklK9E{u90E-e(NMYoO8<i<
zSqW%`0h_8t)(c|e(q9QRrxr>#Kxxp0+aP_g2_U%nP<voAKe+6J%>%*092S+ZGr2%!
zBV$-R9)}8|ClRPHoPzbyo<KWf=)Ei!Xov9zl!j}BG9E)ag`oQ^K|-*xGFTTM)}M!s
z5ux|sL3&8T%nXbS7SKF|tdp66i2;0t7P27dP89}b2GETjXu=H43@i*Yu$sfla09D2
z8-oHg){xC&W?*Od0IjW1#W@%(ptTIDI41+>+8<;w5Sy8Si-7@r2Q7$)z|0KX3>wY|
zK8(f8z{B8xRh*aMfD23&f@WsmW4M4-oS&fudc_4oHRvu50fq%w#RVDGfDRi(Rtyej
zA%>1xG(oVqFa!J^R3vF;1`&pi9>^h{NWu)v45ADxu!@T@oWLqB&cM-+%^V2^h6&ij
zB^ey9VH1ZAks&(<?0)Dl9fmk`*bYM+I$Vw+E{7%p;W9JGLl|fzGXtg@K}whz6hRaU
z1{HoR3?Kia2r__<jALM6LW+0jP#l8_=muB@K86X<^*k_}92h{iAz_*Wx>yWk&If4v
zftgbVHD?2wIdgEBvlOac0D2!K%$yTY@e63?yvAV;=r(DPdlWoSeGHl;28k!2iF1R`
z_uymLfF=$qMHv|+8C;<00ThlP6G5#5Mg~!a18C_j9BR%7G;@+c=iV@gFf2e*-vqk3
z8B4t2^4BD=IYJCy8bPi=#n|E(Qu|@%$IW1KF!ReEum?pj^4D3YIC_2rU9rN*fSJF(
zF)}bf2kTHADZqqX9CWieHua$E^00~9GBGd+Fi2qJQx_cOtAnneX28tvpvwyd84%?d
zv{Gis1e?RhfPN}HsGd+l@ezbG0jwUvMkYZySBQa+0oKZih1MI(aH!t{y19u-f`J3A
zTsnzEJ*c59#DG~o-vz7ZV?aNx8MK}OTX_D4sz<*RgA;TQ6tah)Y|xcWf=q~V8&<t(
zvw-54kKqF}pK3$ZTY=5tV?e*B$sH^XRfI%=jt|A=&N3Y8mx0AG>%mE2aXtq0LwZ5$
z1+kgG26T%g6K1;F0X7H8fl%fZ9OAdZ;(QF~r^!BpilbjoxrYG~Zm>gIK;;g|itk|c
zAQmd-frc~sok>zqar7hcK^-1YenGGAPB4P<ktBl$w0wivVgxn^#zWBlU~xVM^b4#&
z%PBzV9Cm~dtaS})MPm!+d=`kk==E$h)O-PGy8?7GFUa<8usDc?ia{4w3Nj$-Ygqoh
zf<yfs9O8e$<pZkOAf6=X(ohCI2J~wdK-brU{M!I^Cp23#m_XITPS1rMtLy+42bqY9
zK}#QDbt|$=9xDUZ+PwpZIpF2^ddUp&?mqrbjz016pw-SU@dgG4mX`4b@t_6hsB)fA
zIYWpX`s!^Q=Af-@M^S|^5lt0*#WRX>gySIc(8b`$?nju2tR%Upq`0IsEln?(Atkja
zH9fPqB(*5MBsV@eCqFM0w30a`AG(`4KBXkTs5m~cv;uU7MFD8Xa*Ce0nWY8j00m4%
z@oAZPnemVVD^l}HKpR_&5_41IQ%ZAlK?}>l`=B5^@J<F4rQpTeNaq*C$GZhN`ntxu
z`nkl%GsMTc`-R54dO!s|T!I+lT_XJ)eLbDQM}TCOzzs`56(}xAEGmJ=oxht~uxm(s
zh@+E_E67yv7Ns=M<^u-@cOOqD=XfJMV?EHiaj<)!Yx}{AxRC^*VFugs9iN(#Sds|a
zMGD>^0^4_P0N#@U-YNmwxRiptnms-~xgrr1W}uz@sR;Xx^h{x9A=__g1`|cG0km%<
zr8pnD!2zZOsu8j&0TTO=Z6~131gKU)WuZF*pc^=$#>Jzo;m3N+1ynn1^8iM$fzk?C
zurv>z*x&(&w)X?!FcVlnK{q@=H!Fcw>odg1hxj_f(*?@T0Z^`mpJ@Ww^NqZ!A9Ift
z<j4-B&@wcG*^Ih50<zNq6we?xgHjY^rz<R=P&e{J0|l}v2g43fkR*Zjk3*7Xd`@Ok
za(r@eDL7Lwpv3^{W(a6FfcEL+=MmT!2iv#+)l-&Q1lmpl-^&Tz5nE=#5bqh{8;>Xp
zLVTS;B|!*idm=0_Ap14o4h3a&m=rWlz;fWs1}+g1Q3*-T>ACrNkdOoAW{`!j)PQ0g
zn&(lrurTNqSLT)^CNbz0mlQ$h3>XW%nYMsIFE76&RnO7MQ@12B9m-43E7b$-%}CMB
zOkvOi@iG#NGZ^$zD)Wjfb0Ks|5kv+WMkt*4A_l#p)SN_+1}Li_r-VTd>~Fn-oD#kC
z{1OJe63|XAJ#fJ273G5x3WHv12ISa^_>7by1dl-vTFgO;EQm=kHpl=N8+sTBgC4}R
zq~c-*J<!hM)VvY~J@D~b@t{LL(o>6J+|0bRd>A`1DXA#648{YUp#fuqHflrl=j12D
zM2iyhKqevAqU5tdJ$g`=2Uf4c#*<()de0uD7TGps1_lPuL<>wmY}^S(qu2Scb_>i5
zLp1%Meg{YnMuYn2AU+JE>j!nizy1H853?UOjs>G_pc<irnhdb^J5-p#4|It<xX%p{
zfsJ>;Xb<S1J7~BI<ad~U=)yGy(0vCWB{2J8<6<!SJWK*&Jm_FnC<{V?W;p*NxgR!u
z2BV?dhd`H>f;GU5gVCT-;(ti`VdHEt8hT+61IYa#Juvr!4P#(nr~;2GfW}53BCzo|
z7@c7b5l0U{nEzX#`kf%k5aV`^5CIL4r3?&U_k)%_!R&|W2VDRR3RjT(KssRKdoUWL
z2P6)|=<(kP9@l38`wyfBHVz1*8$gDGB%m0&ID-L3PeIcU8!v>>F!w^W!_yB;d@h=P
z*tjB$-UPZ_8K#*5)E7YFFfcGIM$-=)e}vKK!=~u|2W@l!c@Y}S@Nr7mcqKP<LlDeX
z^!&IHYClXrY&;W2-+^g_(&+Z@N7D}*_k_`~Sp}$ec=*BiC!t{i%0nPA*!XBe4~PdD
zw}Y@CBrM!vH0Y#S(Ao)@e%QE82UI`0e_{Gy^b-aK@bVj&e%N^H3L^D?0B^VhjS)lK
z2OF0?0oCsS4Om$EhS>{Ce>0%r2eThGe#_AhF%LA32Vp@-n0^@j6HPz7-wT}{a)1>e
z5bYR!Ezm$I$Sj!suzsq;HHZd~9E1fSLF1wj7KCI0kFPN>7(lpi5~g1hE&^eI(kh4r
zqj{nFL1M@_6KekkWI?E3k%eS%=$E_>QFYP`Lc>Uyy)eE84*icn4g)Dd3jlQeX1Mf=
zLR5+p(C-A*j~;&CWg+@uE094>0bz(JXvHLm$H3qV)eqqz$Q|Yol|g7j?GRCfI?yfx
zbTN=DR~SSTb~_MA41^(~AQl9J_|PN{5rC2oAcH}98@db!)J_1^#jxOjmH(jf4VLzx
rTESERXdsz^fnf=(;sJ{y{0-$YfF|p(>Hm@eav1|d8iax=$Ebe+wfd{M

diff --git a/src/main.c b/src/main.c
index f4e3c49..90cc658 100644
--- a/src/main.c
+++ b/src/main.c
@@ -10,23 +10,23 @@ int main() {
 
   point pt0;
   pt0.x=0;
-  pt0.y=0;
+  pt0.y=1;
 
   point pt1;
   pt1.x=1;
-  pt1.y=1;
+  pt1.y=2;
 
   point pt2;
   pt2.x=2;
-  pt2.y=2;
+  pt2.y=3;
 
   point pt3;
   pt3.x=3;
-  pt3.y=3;
+  pt3.y=4;
 
   point pt4;
   pt4.x=4;
-  pt4.y=4;
+  pt4.y=5;
 
   vector v;
   vector_init(&v);
@@ -37,12 +37,12 @@ int main() {
   vector_push(&v,pt4);
 
   point p = findBestDroite(v);
-  printf("Sol Analytique : %f %f\n",p.x,p.y);
+  printf("Sol Analytique : a: %f b: %f\n",p.x,p.y);
   point drt;
-  drt.x=1;
-  drt.y=0;
-  p = descenteGradient(0.00001,drt,v);
-  printf("Sol Numérique : %f %f\n",p.x,p.y);
+  drt.x=3;
+  drt.y=3;
+  p = descenteGradient(0.0001,drt,v);
+  printf("Sol Numérique : a: %f b: %f\n",p.x,p.y);
 
   vector_free(&v);
 
diff --git a/src/main.o b/src/main.o
index 65995157d7e47db285d3f2f5d61bdf31f4bee87f..add5e0e88995975bd8050fef2f4487a3a2dd8ecb 100644
GIT binary patch
delta 1267
zcmey6JRxO*29tp1M6Gn5L@Nc=G=(G($u)T*v+~3Pf*4|x7{$eBFfcH5vobI+FnDy%
zjrjlnf9nDMRu-nodW=c+9y>td3=ALa)A-*X@aSyK`2YXEPv`Sb`~qu1%rt(DvoAnO
zU<w%=KJg2HRe5x_CcqUh1u@h3HO`<Y<^U@ONqKa(2EY~11u@h3HBNu3=NFvo@&EsS
z6kP%!U0`7pT~ndD4yW;JoC0h3#4i9Agt<+`0ihv{U*pgxet}+)Ca~f($L9SE4gc#I
z_*-8xFfe#_*B<cfW-2`~c^{MX<bEbjDgM^=aPiU;Aibaf0NF8l6O$2R#N?+;DvUEG
zb1^G0J^MRZhuN5=fq{Wxay+vpqugXiP5H?Sm=)kGiAgLP9J<ajuOFF7*>5&rDPv}=
z+`OE92_r%<m{XUTv2t=Fk2z!T=AAquj6%A?Os2w2hQds`A}mbI2N^ilOn$(t!>GTR
zmrt8zvbm5dW98&nAqhsc&1FJGjEoJNUkbM~GFEOb6xC;Dd^CBXggB%4<ckvGj2<9z
zk|fXMI}$vM6DKoDic8L51jQl)0}}%S0~-Sa!=L{Uuza$iq`2fYBw0x$+1ry7CB-El
zA<2UD+CYqA_z2ef6DrHXz`&q_q}OWlK}m5*Z;*uy3=AMyRV3Nm$sZ-f8B4)r>tsbK
zamg+um6}K@Cru8N5@(z<IaBICW5ec5>Gy1mQzu6%=`*gL+^M9`cz^OvC4I)PlV2*u
zOFn}-Y(2;}1_lO@%h(wh7^EjBDvL|{fVd0{4ENDwD<@A>7MGj~m1P0v6olUUlMgD3
zOa6t*+M>z&PyVPZE?Ee5dJ>v!<z_{d`;3fJCo`&vORj<%ApvzHhzoMu{mF)E;*wuL
zTm}XP2Q=BKlM~g%8COrPRMVHd4^>lwrsnJ9gKFiBm6I*i;~5(^&s6`;#JFJcL@jg1
zgvlqh>=_qK=F|p}p4#?|3X?mv?HLUwpVYQzw3y7PW6zi{*;B`!(P46@jy+?=<dZt~
zj2@FYb?q4gCVT4IGftS?scX+@H~FNlJ>!SToO<?50&0`J^z0ZrCU@%DPhPLdI{B=g
zHRF!SocbVRJ@xH5Z}32z7e0BSKG+HR_Kf<IISuR?btiio*fWI-O<X88d4YijW5nc>
h1|Um04ec2pO!hRiXM8ca)6kytfI7s4fXNqi<pEq`ceMZj

delta 1211
zcmbP`@*#PG2Ga+PiCXDws%Z+UX<U;xGHXseAc(}9#3(M_!N9=K&C0;Qz~Iq2H{<{R
z|E&l3TVF6v)?-YnH$0HW|NekSXKTX$|NqnY-=F-%FEACv_UU~7iC=JP!2kdMUx2ml
z0Fev~AMAZPpF`Du;uq)zsZHb8IEbQ%!2zNu;{X5uAVnY=LlK9APiHE~D3B~pRRZ{o
zN^@-9&(QF{o&n@)kW=|vKQb^dcy`ww@a!%<0rCLI@W~UHRHQ&kKpg(o<tR!7dMBS_
zGGfe_%*d?5*fCj+S%Hb^-((MF<H_~Rnv4>Y6E)>0A7EC1vm_=fuxN06%y`_f^~V#t
z%>gWB%#5*{kFzgfL<kmh>M}FNPF~1k&KR=!CXWcCu&OW<6p64fF&|`L(qWwZpI3)b
zd$SIoHp}D)Ar;2h$+bcfj9i<i2^BFiCT!*uX=h}N-8@lLpPBL2<bx98jQ_!;%H)p{
z;*6e?KT0T1){*3qtYL&i3=;zb0~-Sa!=L{U&^<X&Qe1KulB^_>?EcA(lH!ubkYqu6
zZ6HQ5Tm|dB3zcPIU|>)|(knOlp`^H^KFC4_1_qF<Dw1sAWI-u$#z-)kI@wW5Trvwu
zr6!WfqRE9);*2$uJEi_JCT#AMe$U2OIk{3vpRs@PN+o^9!;^0+=`-G(%&8nNc@OHa
z^&s0A7#Kh<V`pGsV4mElEH0@5;xaHW+((o3oxD+5eDVfm4nY=h@<-@9Jo%xrxa32q
zK3g<d<H>?5;*z0IXD6Y_#%^|0xzEU0IayInT(S>pgap)qATG#ZhbITBiA&x9aTypG
z9MEJdCpW5zGxkrOsirS^7^<cOP0h{857o*UV<$(d$1^5u-l_hbiLqhwMlEwjhsiIs
z>=_#-YifhYOl^BchRG|n?HL6oztpy8l$flkW6$U?Ia9};QDO2*9ec)z$uD*688s$r
z>e@3JOwQD`XDpb!QrDhQZt_cAd&UcsHTCS7KB!L4(z9dCn7mTYp6P+w<X3ujj58){
z>Vr(p)VJr{!2@w!#N>_oU>AU8G!5(-`6g!?*fUuOO<X88`GA22qs8Qx1|T~%4ec2Z
aOwKg4XFM@^rJ+6N0(FQ90h2%K$^!spg=zo*

diff --git a/src/regressionLin.c b/src/regressionLin.c
index a297cde..531e077 100644
--- a/src/regressionLin.c
+++ b/src/regressionLin.c
@@ -36,37 +36,36 @@ point descenteGradient(double precision, point drt, vector pts){
   double gradienty = 0;
   double oldptx = 0;
   double oldpty = 0;
-  double testSortie;
-
-  while(1){
+  double testSortie=1;
+  double lambda = 0.000001;
+  while(testSortie > precision){
     gradientx = 0;
     gradienty = 0;
     testSortie = 0;
 
-
+    //drt.x est a et drt.y est b
     for(int i = 0; i < pts.length; i++){
-      gradientx += ((pts.content[i].x * pts.content[i].x) * drt.x) + (drt.y * pts.content[i].x) - (pts.content[i].x * pts.content[i].y);
-      gradienty += (drt.x * pts.content[i].x) - pts.content[i].y;
+      gradientx += (pow(pts.content[i].x, 2) * pt.x) + (pt.y * pts.content[i].x) - (pts.content[i].x * pts.content[i].y);
+      gradienty += (pt.x * pts.content[i].x) - pts.content[i].y;
     }
-    gradientx = gradientx*2;
+    gradientx = gradientx * 2;
 
     gradienty += drt.y * pts.length;
-    gradienty = gradienty*2;
+    gradienty = gradienty * 2;
+
 
-    double lambda = 0.1;
-    //drt.x est a et drt.b est b
     oldptx = pt.x;
     oldpty = pt.y;
 
-    pt.x = drt.x - lambda *(gradientx);
-    pt.y = drt.y - lambda *(gradienty);
+    pt.x = oldptx - (lambda * gradientx);
+    printf("ptx : %f\n",pt.x);
+    pt.y = oldpty - (lambda * gradienty);
+    printf("pty : %f\n",pt.y);
 
 
+    //Sortie
     testSortie = sqrt(pow(pt.x - oldptx,2) + pow(pt.y - oldpty,2));
-
-    if(testSortie < precision){
-      break;
-    }
+    printf("%f\n",testSortie);
   }
 
   return pt;
diff --git a/src/regressionLin.o b/src/regressionLin.o
index e848455ca599c588cea6cc7e76440a0860701014..520a921ac1bcf7da3d0836881cd8d603852387a6 100644
GIT binary patch
literal 24744
zcmb<-^>JfjWMqH=Mg}_u1P><4z_215!FB*M9T-#?lo>)jI-fd*JBB%iI)-?5{tfnM
ze&gZMS$n{vxAuTXXXy!#&L18JUobc9U}*SX&%obm!o<Mf(R`c-D$c)c0!YH6^GEXo
z_T~f378hzbS}yUoMl&)nxOA7EN#lS2&9(L0Cr5s*Z~T4wj0_BE{O>RM^xA@);A;3J
zjsN}0H2(K*)A-*%;g@$|VDL=7<8kmYix1;#{+7K=3=H26v-7uZ0a@C41H~bJj0_AO
zt+zk%3o!Gyd}M&Ce8B*+LE{EkCi2E7{)or?EvhhcWI*PC^hCViZ`scX)w2y^5`PN^
zOyoZU1A|9zH3!s_aL+$tU|{&fFA&WEG5+u;{)iL&Eov}rvWyH2j?G6HKk-LgcC~!Q
z->?7w|Nk_8jk}-tBd>nqkGz}4uW{@Xf8-aB<|7`_pZFsWI>vnBkNNBv`-wm1kYk)<
zeC#LwIFO15pZH_WeBzHgdpM2%{cTW?AqUj!?I3S5ctAqYqx0S;e!<WQpZEoRXMExp
z%w6z_UodsWCw{@w4WIZ0U3Y*Lf8rMaDG>lE5dbL>04WgwDG_kp@$$sK|NlKY?}L?s
z32GX?@!$XdBp4b?*u}9sUQPzNn2I6r>+k>n)b#Weka?Z=d^-PwVh0p4zMzQ71w~9M
zC}K(x-kkA?UjQU40Fo5|$qJP2c**tm|NjZF{OQr_djOP2gFQR{do;hv@aU}F;L%&j
z@rhrswc<Z0@=AAjbpA-=zvg=Yluy$5uZ5m~CtPV}P=a>d@QGgll%)@W5=Vo_!B@-;
zyFl5OfxnfJ6_l?J@OX3{0*Ui)+XRyE=seW?h`sp`vxCK_8cv6nZ~UznSQr>QI#0NC
zr|tpS1Gi!W3pj7Ef-<&GuP%uC#4nI~AdO!S>_Cv!4Qc!uchdMZ&hfW}FflN=wm#wS
zGh$+3;Fkv#3vXQwzk!lFv>dnxDF=S@x5%<UbE*i~Zq#z%2Q%1SW{=j}Y5W=|KJiDM
zNaNSI_=!LA3V%y0GgM~{Gq_wh0m-=MKJiDK;%^az$#Q^#r}Z{}%Su>Du>e$3U?~Bb
znZULMbENTW{D2tt>l1&>`A_^2H~CxmVcOY1+Cc?P<PrXs#jx^W79&V=%pu3-V~nnr
zUq10iyx{K_{{R2~C;kYK<NtVcgM;rAf21rZ{5(2cJ3jHp{7&Q7xSz)V{(wiXDM%Pp
za53xv74o2r4$AkjGe8CG5m2ly_{1OS+5j>-jbGz1s5n>w&U&Bt1#(wF4FE;O0<bBc
z_#@teO#(&AC;rG>kbP&<_%#lKN)x!wSa1Sek;boa85E}zAPNLZ7kuK6xdJM_Kk>(a
zimgkZ_#+Q|;*U6##;^C{6Mx_Z{`PusktygqBaL4Jl<Z<bnIIJA60jq{4uCl_bj2rr
zf!GCU{CZPC$r_X~W|V2UwmwPY*Z7#muko0_{~{=7K|%_Wp5DI&h1AQN|Nj4<;L&^}
z1LX5)#~8<0aFGfM1dyqa(lK@c!X}WDUKahwRyb`f07r`;C_n^bL1F9)%EF-_*Qdh6
z1*%E_q)Gs!N&uuv0HjJFb;U~o^dbtX9?8^Dkg2YOOa-YD0I33*y5ui$4hEI<f*?(T
z_#6yU1veU0;-Hj)m<|T1C(+bJf6z)+OjAJ~By1{372K_QAXA|=mItVueGf|hpqR=9
zg(*0lAv|6>0h9qi$rvO73dSwJL51ddaBA@AJdQ$xav2o=|IfgnUR+XCnp~n#Qdy9y
z4izVsDk!N?uu@P><04iAn!19LN{aN8Z!^Rp#YM^bMXBjUsl~;a`FTE>d3wnZ2@**|
z1_lN@Bt0BZHZzo_lmeNrg=7e|%{O3RU?`)p`N$zl3-|lc*!`k3G+%&$fkBdn=JPW!
zFzC?Od|JAnkH+D{OXKhXnNQ2`(SXKn0+c3|8r2U8vC;5@gafJMK&KxesDmM6KTr+{
z6s-M1u6_}yUF7Pg)P5E+?bp)tDNQO)%!^M+EJ-vpVL;^@qw$T<_=aeF15~~xD%S#)
zYmUk_L*<&Ha?xCd<S<aH6>P6FSdBB-9A~fsXH$kyXnTL3AZX01^J(l$Xh1<J(D(zm
zZ44%2kyWFq1ZntS-}`p!g73#R*e&N^V1R@<XjF}Xfd?dwj72#SJSGmXQgB<4`G!3M
z0|OHWJ4l*|5!?=9VuJ8kAQU4TSdIzYS!Q8j&CDxdVB!Gtz(%n26fiI_K$yKCCMyRU
z$5fE15S{EGHrU`BtX~zG7#P4#Vf~f~G8V%A-Os?lzyV?Z0kH)j?7twk1cdz$#8!Z?
z|AW{X;6%#GzzE_PKsbzGjs=9n1m-wEI4od}2ZX~4<^(`EY+z0Vgu}rY$;7~r0O4>k
z#xpT6WI#APj35UWKsW+mP6>n~#8}S2z)%6<h%x#yFfcSgIO2@a3=9lS5RL?6DiZ@k
zGlV0<Sjxn}&;jA7GBz<VFie1ObQyaY7#L<iIC@~t0tiPR%vk~97=Sq&ARHq`69xu`
z9T1K&*lh<O98<<>CI*Hh4BVi=W}O9&1_{;$AWuSqav_Kbjgmzm??R(t8OXN+3~U@4
zObiTc919s37<fPt334_sD9wOGL9q!I?Pg+N0E-GUfSN`Op!OXDt34w~9Kv=$VmpG_
zY#ehK7#IXVqs^e)z`)iHvL3?hKrlN&OlW#zVgaXIurCDI1^Jm77=$Vq*oDC3UqY1(
z?7|=x2P84Fi@alkrb~7)kW#2Ni7;kp8f2FQF(IC3mjZbh;(2yy5SxdAjYEnVW`c|=
zGXsM#C=?mxL56`?AY2O02n-C2b5hwD7{KK&qddqJAW6}bq7nv(dgh56>O~7miWwN?
zV?c&ZTu?7oP{P2d05eP+q=8WxrWL|fLFKBVa@A0|>Zn`|7*_&hvJNW)gIFd5qdv%M
zAOU#uFP(#dA%ca0L5eYy6P$}dvQms8OvOlj0Fa_u9Ezkt8bG*=15L+z96C_!zCw(m
zpM(^F>=tAN`vT-}8IXHG802s%#!#kO2B?=9WWB%%0VD~*jJD;h3=DEnP+_>%Rt~Un
zjD}K-A;=+<$W}I^{u_rb0~Vv~50Prr3S36HFtZWwDh394EKJ});(&q$9@-#|85`JB
zpyY_?;mzh?VDN`Ytf^;!2LVWj6k{m!#0B-R)Xxk{u%N)34^1$Pb3lO#N#D$n^u3{8
zEZvcTkqwp##nPP^7}*g#X9h-45Q0o$5KDJqVB|!|`7tnZ!FZ620M6JTwGgfdOjazB
zfl(CBNn&6WgL6_C7$snC1!n<$4oDW@!I}l4*}(yW9MPy*02CI*5JjLA1`ltLI6R0!
z$!#e_5pI(}icS%u=shutL?Fo&!#a2*f~*5&fqHlrfV&+O@o)~vBMkDOKxRq<1raky
zqXLA#i;00jkwFQ>0bxj1LE|ceWI&iH9M0tIM^nVWD9EVFC(O;vC(S3wD8w!x&cMK=
z!obaK$IZ;gz`!iVz|3dGZO!c|%)r0`73W}JVC84v=4N1E15qF;b~OeN#Uaed%*V|Q
z(!eOpz`)51*KNVgz`zCNvU&=GxZE(a85npN89jwTI(QWsJcaeS85sD48JPKOBpDd^
zO(15ldJ5Z1f&>K2!Bz=E#kpbPLc9#j93Yz^rVHya+Dk&*t}f{*4Dy?U#B?V~kS!vt
z5Hq<wg_*<|7(`j&I+-LG7{p8vTyX{lafC%6#S+|%q2eGzBs-fJ83h>)!S0soYGPzy
zl9=cu!N4Hh*~G{Il3-wvfvI6&kd<XL6b@nx6_4PK<Ob=NV`VS|TQ865QUz`kup<=^
zj$~j^1mzedJqAz^<nckgmB+`xpo}WSz`(EoS_FiGt7ZlUMutQf^AWh^2&zHLe$>G@
ztl(B9NO0ndIv9r&D#*x?2xI<*q%j6&hKVogU>p{3qXldUjL8ZW0;_{@c%Xue42du%
zFH{Ju4#p9I3NkVz!kDm@GFTlbH6!Chs3%*YGzUZKWR9|i`pFzHk;zaQHineR97&To
zM4(}y2&GvWz``(YIaHXPVKPVAiu%bMy-<OTP#P>Tqkb|6Okg`yf&*kh8At{uatJB|
zvl_-f4;N1b+YRGChKfU-1mnJd3WIE(2r?fz06=V5Ai%uJ#V`*VR}2g=v5nARU}Q+~
zhPIHRpfn>xN<Ea>38fhsQefVLIS$#-1Ze8$htiA;DKO?Xs1P&5#D@B#P-i@b(u@o#
zFeWSkF*8h@0GcEN`2&tg^H3Vh^()}6PkRhyK8MmA3}3}`zl!N9&4-D|LPM30p$uH(
zLrA6h`23COpENA~>A>k9Seir*OLUhqGNi(s2unxI3}qAQVW|O@L%{(I4>2eM7I4H_
zln%3~2pSg53}p-87JY&X;)x-cPK1v>*u%tnpaw89B*K`mz-0ynI*fyv!amr;eES`0
z2D14uF{F@~QO^ZUcd&GYtN|K0a0(VmFatnpVI6mD=D_6O20$4#&^!gpV@wPN^I_}?
zXu@M;h=Va<$&{I)u6{m@gGjS+=-~k}4&6D73~^A);S?+Zy@1-t1?g>p<mZD3WDG0(
zl;FV%tt=QAFx0}L5ta&(%|(v_WI1H}K<s!B!N9=K4W&V$4Q0Z`Rzd|B8B#%uj6gil
znkEp<$dDQVn(Sv_V915ij0~v@piI!>C6Fp)LwTWovV_u%45=_?EK~@b{$QL2s30Rl
zDvSwhMl&;%ZNSLQq<JXq2grR43=Hg0Co?jnVR|SHpNBvT!9a$*WCD?($~Fzgg!vVm
zb1^-XhQ&iGDD+U0Bh(`SP@0h;3DZMK_&k&g^~g*p&B%}hW5WE(%uqI?9@9ffSUd#k
z3PAz}Mv@jo$uQSv!abCX&-IwDO2*=<85qHw4RszYBQP?gqg%tskPcM@r(lV`6zVu0
zhOgqfUxjq#z6$Hg%!i5AA!G#+vRzQo$xxb+ArWpal!4uNQC+#OA~=nQ$+kd^h4})D
z>tQw{lwi03rer$QGy#UMLb_iCb-#-0%E^2c)0Lh-A1Z?|Bnj$zIE8MAC`0084s>%S
zbHMC?naB!KHkkv)g;~G`5>A>7ZMDEHVL*>TPzeo-%@C*~85v?=Ojx>NW~iy3597cB
zoRJ|0W*w{$0~xm)YD@+^YsA2E3#?FLWQajH3Bm$R-9j{=x*67XhNwc2u&MSms1VF!
zg;0Jel!m3@2~a-F@i3RKfVvjuYM2wD%Hb5O0}=zRF<~`l2bA9frTd}u3@8n&9hX7t
ztCdh1R#n1U)acbD++rwW4YY1N4yA8F>3dKby$*$HgHvyz>b^kfpHTWAlxBjuiyca%
z*Rybgpo~nYI#}ldR-eNB0aXU4%$XP%m>8ZgFfcGO{^sLlU}OZZd1ho_U@R_5X3#G!
zF4E7;OU@}xN!72gFpD=c(ap)sE3ME?&nwkW$}A~{D9Oo8(oauL##CYs(+yDvHHv`&
zed!A$14D61N@l*1UIqgbn4OZErk4R~ae(GoiXp-|nMs-X5GGi)UIu6`q%1YLB)>>6
z1GGNdCaE+tr$je154<KOH?brmIWZ>(s-1y>6Oxu07#Ku2Y?!<yeXOFA{faF-JsFr-
zn5TmXCU;>FWep;lLBvxK0p@yxSWI?k@()0wejvh)BhWjDxjcfI(~G%6FNnEZ55%gB
z@a|wPh^X`Q+{_dq!W1RU6d(ve%tB1gj2tCQwIUofoy>(L3CxvE;axe~{LDe7O#=~3
zOBfN>?FNfz3V^6G5aGe3DZ#?TZ0yCt$n48855(lq1F^k8%m@}nX1@p)CT1fLE3AZt
ziCGK8f{20ign?wWPOvaCM_*%MVpe5xXJlbyc4Sgv<mj+y`@<}IjpH{+9Hh&WLyu_<
zqabr3({Uz7CJ6>c#)6{EyplAA`1t&^wD=N+<ivu+<jj&vhImi^_@dOrl=y;@B8K>Q
zaD-&$#mC1(=KC@d^HOqB<3X_+pPN~nn^=;Z!4RLEk(imsfLBd%W>so@2}68wMt)IA
zQfV3k$Oy1)M)8L6#U&}JMMd#oeo|>#d{Sa@Dgz{CFr*hHrevn(l~ll4l?*wFxk)LB
z3_1CE=?Y*1G}%?0nVy%LqL7@CSi}&YmYI{9mk%}&?48uS6o_(=%J{UL#PnjYB*-?9
zTzqnAQG9ZKPHAo)LrQ*WQcfyEd^{wO;*&G78RGMEQb1u<oLa&Fr#=1Sa}$fQQ;WdK
zKaZg_59$VxCHXli1tk>>V5*X#ARi<Kb}Nc1P<Xp}`nbjy<di~OR9=)>k_rj_Vo*SV
zLreihQ(9(Tic@NFiAzy_W=Sg8AH|7fsgPic&&f~DW`KCnh#@{VKP469y!_G<utI2X
zXXeE-l%y7y1m_o(WTrAC=jWBA=9Ms{q!uTq=9Q$nLjxVG1>z!bC_&={<Z6&LpcwV^
zj|X`GC9xzHC+5W$r55BDmBi=dC#IO-m9=0<%gIkHVTdotFJ^#-XfcQf3NpCI!SM<S
z43KzAYF>VBW?o`RYH1Ned|63iQcfyz#6bO-Us@8+kXM?US_Dy<lbV-alEDBm49hCM
zf}+&qOwgh}26w+u1!qG;1#>-9Jp%>Z+>+9~RNM5_ywsx1WCh*a#G>R3+X@RaT{9B}
z-E;+Ae`5vR;*u2GWJ5y*-L&Gwyv&l!s#M#=loZe^L1dxQyp+_mOi)tQP0P#I&Cks&
z(M>B#%uUq=Cz8}6km8cW<ZRu7qWltY@u*u|Qk0*U&JdrMT2TVYv}PvIzy~L9aE1ZJ
z3OF5rqbfcv7o@ZxF~ty+loL~oAe1qL0!2wdVu~q4d}&^3acYVYD3PQV6@g<sDKR;_
zv;dNxiVKTM81yspb5r$`GmA2Fax#lEbMy1`UGkGlb5rw5iuE1y@={Zc^nDXcGW7Ec
zN-}dZixW#S^Yg$)K@tzdeeu}R1-h681B1J>vz3BIXi{ljNhu`!b&X5GJi|Ie3q1o9
zO^7ID9uHLgRRu9HRtPXk^RRPFV1%q$gN>_$8y}8*0&Psrylfu*%zZ4qtUYWV&Fsw8
zj9fhI9D&>r^*+#Q6+BZ2Q|}8?-^|Wz$P7~M2%4e=nOy@_F9xE)>iv1y9C_G5O)Zc-
zXx0=Y1s<6P%RBS3c|+tu;@B{#-NeH15wz0=Lz)>>Lt==6256xjRWvzfQ0<B)2I4X^
zKwBpu4iaW&fVMu6#6V1D29S?HEL6-4nUF;h1kDOFA&G;-2C9M?GPw=qAt+`B&?+|s
zAH*^TElWTW2Ztd@0=$9&JW~zjAt+`BknIRQjK$0VTjc{2fzZtG)C1weNM;7)6`L?o
zP&k9<v=9PN7Bgag4k`knm>HxX3^bA%F>Qw;!^|Lu!iRB~A#*)2E|`u5lbHU6bbti0
z#uzgLc>4rcCyW5CzY;=9SKz$DzyR)Ug4UM8)WPUl&`JOp2Z^4DLwp?$@k0y@3?O@9
zlM>)O$H2gF8Hf4@IK-dg5C>%-Z0_e~WMIH1u7g7yqoo_~?&I&|=o24bT$&W`5^rE&
zU}+g|5RYCVBdhX+sxm}ZrRU>p$e`!rY{URF)!)r6*fk_R#L>yeHJ%|JYjKIM9fqO7
z0!xLC+^PYW?NED4^NLc_GmA@7i{jIB@{<yCieWCu%*zDTB;bO&EVT$!JHi`(@yQvf
z$=UH`7BIyahJcbu1&9FWX$Ej9BLnToZ3h*243ITZpw#*2KLqT9ih~;bpi*fMw1|5G
z6$fbt<rbKF&=w<*6(DhW1_lP0xCqDqsQJj^(ok^_1u}mQh{3?X;0UEb<{+D&i6o9}
zP61RLM1jn)0WlaD7^XpKbaM_s#X%HE{T~p6fq~%}ltx!C0QEOW8l)aHWe@VF8B`oy
zeJu|0K#)Rc_)8##4`@9J$UK<&cc9@r0a`_X#6ffBu<)FLLwr4wIEV>T{{+N=hQA_`
zy&s_BAoD>?8;~Oy7#QS0p2VWQ3Mvj$5374Sq2eI#A)CJoDh^VQ?EcSCagch@gg4Bc
zY|v=}kT`Pu@<PQy=76-q)SE%YLF$pyNitL%rXDsT(*qSpSHB%e9NFG|P;r<!d!XU-
z94d}(4rpxwNC`~63^X2Xp;b4!`Yfn8OnnVhJ#1_XUHw6*dXPA>J0Bp4BZmVcbiNi{
zJtvYla()*?5=S;4<R=gYIS-Uh4uCjFWj;t8n&iPUuyxoVab)$N<&Gc)AaP{%F!Mm-
z$m%bE6ocB8;PwWT!@$6x08$7QM^<luB#vx;1ClthdQck`WGYA+S^Wc$02cE<Ac-TZ
zcK}5o7WDy0;>hYj8#rP1BD-e;4)vfB9Bk@g<r2tQ$mS<NIUsRl^9zu~p-hmm3<sbb
zboCdI#Gy>EdIeB|!s1^8BynW*4M^gk{0lY&v}_Ye9Ga!TQVWp8k==g)NgQMjES=pz
z5(k+BYg;@(5=S-%*7OGX7i11B{YiinLHz|X2iD$IKoSQrVd@<~9H@GbIk0pYfg}zx
z2edy6<go-KaS#(`P6LR8WDYF7!peD&J3;2a)~7E(QV(Ln%sBw!AejS8$2X9~LFNR2
z9K*oC@Bm31#DtjxZX6()154i$AWuTYLFT|_aukrnk<D>H5(hD1={^F)K{6)~>YfB7
zab$BEki@}EXyTdy=76T$7#KkA0kw-kMlC=RM>gjGk~oM7%O^KL93=PjfD8eJ50W^t
zIbh46>Oo3i`9}ie2&g!SIU8z@0*C_@M>fX+NgQMjEMG++iG!G{pyt3<c7W0YvN;VP
zMNsphK?Bw?14$gj+zA$CU|0a+K-D9ga{x^omfmh4iG!FYpyoUPaj=*J>-eC%QvzB~
zfy6;t&q2*mKoUoGj{}-GR5?Qgk~qkmD^Q69BynVO8qmZWpz3EJiG$3!1r=X_B#vwj
zv^W6`u7k4(Y@!6#vjxe6*7CvHCs5<SJv*q8U?Gs1AO=Xi3Q~Ivya*lI?ove(hnWwm
z9zf{?W-n-b17?mIl6sIB2!p~IG)@9ygD^-hhz8jMD<eUC*!~BQIH=dH1WiP+o-ItA
z1u70w1JVZ**9Un7X^$VsUXWWsYCu>ML@+QgfYgK6d_(!LauFmBG85Kb0-q!RRSyz}
zwHutE`e5qIKo&7DFnFSggHB2S3Bk%anEF*v^|0e+VB(=raoFk&m^i2(3^FGbL?F3m
zJJfT<XyRX>d{{pVW)3KAfux#21d=(h{?rUK@&8cs7omxJLd8M-d5{#${J$U$0|Ub@
zC=C+_^)Wy~$3O&<z0aZiOHdl7{unfV@1cpOLgV)pn)ozmxP3zt2W^4?2{A+EVdhT*
z34+><XyPnTKIn`ZkP?{sGf;6YC=C;rg1W~XP5cVf{Vr(Yu;mMZXyUN3#yB+b`yfX!
zFfe4JiNosC3N&$8yR#KdTmZ_S1f^l_KL?FR*vvLe9JDb8Wc3;}^|zq>olqL4-UiA)
z2Bl%*&!ORP8BP2hR2=3HnEJ0!@waH||3Jlmp@}m?!=D}M512VGpz2`#eV8~GRJ{_K
zdOIjz6H3F>!{W~rO?(^FJ+ScsnEEA9dwtQ=Pl57#pfpT<2UPt;H1V%c@wsT?ccFY(
zxdJn%4HQ`n3=FXG1emx#)SS~$eK7HNQ1NSM;=<7Id5k806l(q}H1R$t|2>q3nZF3i
zhxH3!;ssE9K_~5ijD(3df;bEe3~JDDg^8O%%`rj~hmG&pp^HP!@j?^-0W}A<CI@Ez
zVyOBIH1*<8^+ix|kh4KTu<^-Gs5s0V2`GOulm>~z>MW2I`_aVTf&>{D7>*!`gX$Mp
z`|2E$ILMq&AP0cPLy^Qm>bF46xr-zYQhylaSOx}$M@Zrz^+`~3-XMvC)Wh8U5lI}R
z9=6o!H<CC=JuE-MrW8Q_1*vC&+6&8PAaRg-Sh>v)O<y2!kotX4_e&y)gVZZQ8zyo{
z;-F1ju=*EP&x6bXsn3F{H-V}Lc@yLmD`<u1i6jnddw{HtL=p$7p8!>#ha?VC59{C6
zA&G<3?}n=HMiYMx6-Vwrg3N*SYe2_9f$WF5(-GPzJBnluNIk3{cNIw-WbbsS`d3Ke
zAoZ~R+Akz=kb2mPWFcrc!R&nkHOCN59JUa~5-JV~XHfWm067}81r|vh6#lUBJ71_c
z%zW5l(_|!ZC=+Z_4U_{@4_iRf0u_hZ3#->ABZ-6Tl>vDg)PIMH!_0v#TwRAG4r0Rk
z5wHb5F!iv7Hs?W#pzRZoe_`PXTL1)d56E5*sJ*ZSK`?V*3w2-%e?a0OBVp})7N|au
zI4E9V3wi|6#9<43VB?=K^{{;s=4k3+`yv9+#9<4&(xBoX_k;4?UXXzd3=9QOaS#{e
z9&n^EFfh!Aii6aH{5t{4UkjyS;)&37z8g*42%4@=qKPv@$MvqGiO+<J-$4=wx$`a5
zQO}UXLGC#ZRsR}E9HjmrRQ*>ZagcgFkb^<v-B9;}xFGRf5QBk%fgepAvOkxBK?Y6y
zD^$HAk~k=xz{1T4NgQN;G_=!W4i$%mGpv2$gCq`eGOYg|gCq{}k}!y1U|=Xg6PJLB
zH=>EVLdB;ciG$3Cje9IZ5(g=r1tJ(27+~cY$ekedu<@4DXzF3@0OWo*NIh(P@B^B9
zD`@?}3QZR<^I_v2qDbN(r!+#<8=#5977)V5u|ej5)Wg<3dPCKNq6w59VDS=-CjJm=
zeg>L&FjPYhnmDKr43a8B6NjlUM-zuFSgb}9hs_T)qKU)Qx1otEgFMK<z|e(5d?K2-
z7PQ=-ibH%3ns^CRJ#3r-7H&bHKxJTHScXGAXp1W-JV4F^m2V(62<w9r0c0EuBn~TY
zqtV1+<zYDvai}o3pN>4c4;w20*$Z_d$XW)(E&$L1NU#u?fQ_4i)PgWrkb!{#)*lCn
zfiSFH2Xhxl4C-~TmIYuEVm35OLqzn7D|1T{lNj`hONt<L28>mdnv<wk0$QJ=2Rapl
zK`*Jem_e^7AHo64f|z<msX2N%`N@enFiDVEhI)n!AQ^}WdZ`teB~X4^W?p7|Vo_0I
zr5<>;87d62NUyjgv8bf904kK3msx_Q5^T9%a&d_TR82~1QfYd8W?ou8gC2yPn3PnM
zT81K>lb?*jPb^BzOHVC^>45PdUIH7KlbM$alP)ePV$e&@&jqawV$jRWFG<yN_Y2i6
z2CZm<8k?FC4_@#D2~!G4P<(^Z1}y!+jDn>@SbYc+hovVNAGD_ylqF#5Vd4`kAuJ1!
zBm-zmEhLS@(g<vP12pypvL9N!Kr}HhFeGq7nCRw$+zXL`ke~(HAT!bRFM#TYs6vn+
zyAV7E2GIF#ATdz-MHYwa2T3AHpxX~xXA4q-VLzx~0QE0Hj>DrL6ilEXLigth@JYrD
z43P6mAmIm!Bbafp@B^K_2D0A>$qo=R0b0p|)_s8ZFbq-)V#8?AdKVBIWHv|~h8>`T
zeaP#NKyv8u4_Zfq&HWc#K&lxSVB>^}43MKJ(A{4IYD=Ka5rT9^K<$UA2Z@0&j1Qx8
zp<}M-;m6<#Qq8~s3n!5MpmGSN4<_CT9Ro-Ae*)Bg^!P^ie+v%#C7|}h`avN3L94XT
z?FX%K105uSo_-pj_QTXee8T`6o`=)ZaoAr0wIAkBko}-~0cIXd95fyYihtNRHO!t4
zsQu{vh3SXUp#B+1KTIEto&nXr8m15`fv$Ep4);%hy8i&k(a`b(<VKirF!!H<#vjyp
zIOPnQ9A{u)xPWFM8kYeyUWhIRGDH|OiO#^l@CB4;Kmt&Vt`;=!fGzz8ghDhR$3Lij
zh3@|MINZ;!4bczFKM)?I427{lG-zBGoBbQ0_QUjp;vcm74&DBLIP5ov+P?wK!)ROv
zK}JkBf!y^RR4_9zFj%7%tmyiA7$Iwy(DUyDsQY2@401ncH6XhCLF3LKGhzM&*$u)<
z`XG{lVGby8AWSd`QVU|hXbq_Q(e>{$2B~6TKtB5uBm&b1qYa_@L2}6W1ynz>7>Eti
z2V#S;8&p49FfqXN?*J)6!Z82Cgg|=+L0&`;zaP->Lr#C7Bn{IK3s;bP(Cr49y#RF1
z5(5Ln3TVLuTI&O<>(TXts#&NKkTy8>uz)aO<G~OfW?BLD`LOAa2!rT=?S+K!F!cif
DRz2zc

literal 23184
zcmb<-^>JfjWMqH=Mg}_u1P><4z;GcD!FB*M9T=1ulo&!iI-fd*JBB%iI)-?5{tfnM
ze&gZMS$n{vxAuTXXXy!#&L18JUobc9U}*SX&%obm!o<Mf(R`c-D$c)c0!YH6^GEXo
z_T~f378hzbS}yUoMl&)nxOA7EN#lS2&9(L0Cr5s*Z~T4wj0_BE{O>RM^xA@);A;3J
zjsN}0H2(K*)A-*%;g@$|VDL=7<8kmYix1;#{+7K=3=H26v-7uZ0a@C41H~bJj0_AO
zt+zk%3o!Gyd}M&Ce8B*+LE{EkCi2E7{)or?EvhhcWI*PC^hCViZ`scX)w2y^5`PN^
zOyoZU1A|9zH3!s_aL+$tU|{&fFA&WEG5+u;{)iL&Eov}rvWyH2j?G6HKk-LgcC~!Q
z->?7w|Nk_8jk}-tBd>nqkGz}4uW{@Xf8-aB<|7`_pZFsWI>vnBkNNBv`-wm1kYk)<
zeC#LwIFO15pZH_WeBzHgdpM2%{cTW?AqUj!?I3S5ctAqYqx0S;e!<WQpZEoRXMExp
z%w6z_UodsWCw{@w4WIZ0U3Y*Lf8rMaDG>lE5dbL>04WgwDG_kp@$$sK|NlKY?}L?s
z32GX?@!$XdBp4b?*u}9sUQPzNn2I6r>+k>n)b#Weka?Z=d^-PwVh0p4zMzQ71w~9M
zC}K(x-kkA?UjQU40Fo5|$qJP2c**tm|NjXX`Lpp&2Pk!R)@}f0(KP;RzMy=%!=v*@
z8vnJ>6DWCP8z{XuALsbQFOYixJuyqNgA#e|hEMzgnA!Y08zh^jx$tYibmGeE$JoGm
zeNP(y`~M*I_n_Gu#6J7Ug<n7vl-c>^8$gt6>o@+s`H*tp38VnH%`fkOlJ7sVLUZN|
zRt5$Sw0wUCBnHaEpnR_mQz^#^&i5xE8S_LMzs5ySrsHpkWr3O%!h)>g+$a8sQ~WK{
znW3_M%;3_5zvV8hthfRSJ1k|ub|!Ec5X=Gc-UE<*F8q;?J~@IjY{X6emUpn?;3=eB
z`NSW2l)uFQCaTT|(jRjOR8Y8DKKsNU@qoYo-@pI=Kk-N0PUF|On&!x_aq5#Jf8?!C
z{4tl)_}?D@m7btd;TTA98o$ONkZlJ)@kc!Q#2<O!6My8xG=7b9pdurUU*jf7^7beG
z$lIUzBMztW>;3q|A9$nOCC!Cj?=Z;Cr$EF_{<b1e25LM4N=+a$qa9-$W5H$6VNiU4
zUBdtV$tQjRUQoQfEdKxh|0frI!Knox2EX9m3J~qWFX-9;O5h!z_yuD@Wl$+7se=j_
zLEjbNOb<!{P)!0bO#&cI0-+tB_ys_k1VEY~rIPQ8mqGtAiwls&5g-fs1@|U^XcvCL
z)(jAXUvMeZMRUO};ukChIViUS<k;8=AQDvO3A%!EUnr83AjS#6j1zzwCjd200BW27
z$T$J8aUi$4@I#7FkZ}T`D_$CcLJ?66QSQ!AkUL$e=1!1t0<J4w7XPJ1pn?i5LFzdc
zWE{w`Eq_qTV#)&*WH1ffdFnTn-3f{<D!LP794I_lFx?5xMErt#!FdRjnV^|yDKrzs
zf-+GlC|Bo#^HA&za85!`oDgFKV8#fvLW~iB8Y2KQMgU}t0N5A-urZLj&UM90uV08(
zhX<st1jRMjP5gp;!DfNn26a;^$W5^zH<f})nq07xVi$lNhLm9-+67?R1zI861wh&b
zK-vXB+6BPc1;E+`d{?}j@)Mdtz=al=0F`_H|1&VC7nc;3CYLCbR2HPFg9J&y#YM^b
zMXBjUsl~;a`FTE>d3wnt=td|tWME*hM{pT9ploI+O(_L3UmM8~YMXDsz`)Q-WAlq>
zY<?__%{Qm9`6@ItUx0yuL6U~%^D{6o=+M}FTDqT)#^D2Mq|q{bK<3jjd^DhOn*gOr
zrAGBbLTohrAmKnNIn>jS5Y)qvu{|h<1WE*|mQ?*(dOoE|#ff?GDTyVChDHpid_y$8
z0V>}Tm1}{@HAm%|p>j=8xhAMwV^l7>yHI73Tm@?4fw|5`kN^pVjtT7pRX`q{Ph(#~
z#9<_8d<NWD1QW5ys!>$Vnh63s?U%DNFtC6%gGL(}7<j;JBtnK8!C~S6D+Ralm~McY
ze@q<gAZaE>aQlpj3BqH6P>gI~IVM&R#lpgxnODNV!~y1kjbQF6U|?W?Fnd8vRt`3f
zsSFGZOc0%5Q*N+)1r3ve&1d<R2{H=8{@u^Oz`y}v{{gWDAnd;&wgiOz55!i0u>XVD
z8k`^lSQr>V90Lf45zMiGaG1ax2MC7+%<+J5SizhC2!{>KiGXl87(<vC7!n{HF2*P(
z28Ij>hldg5-~tFo0L&?YaD*7k85kHUARIA9Uj_z-1_(!-F`9vap$Wo~U`$|QU}%PL
zWEcyW7#KPr997091_p)+5RNWmF9QR^3<yUL%vk{8=z}>cARGfQX9I*|#Aw36z_0_t
zF$TNs0EA=8SjNP_aD;&i99FZy(ICOH0OUzXP%Z>9Ax(akMIi4&qhT4yw*m}o9Lh`#
z3~U^87#JA1LGcN4HV-JdfJ8yD2^MW*VqgG^3NwIea|Te8gn`AL5hM;_J0P(g!E8{f
zXJBmy*$H8GAefyXCNzC9v4B%5*y#dng8!Kq7z8R9*o1UJUJ|HeU=s$hI3S6SP2?UE
zG##>ufs{hENw_gHKzzw231ULoQXpSKe9R^dV)HPtad0uiOpp;}W?&Em*~2IgG7Q85
z;To{13=E8OdRZA5z~v*OJjfLwN#T^D5(bER=7}5Xg$qiG85re#K!#3SP%lzY!oa8i
zGYmX@$*2s|3gN1ta#c~eYN%Xw7*`BrcLXZ~1H=#u6mc(B1_qH#21b35A3+MmK?DdF
zu`@6PvM?}6Fotr1voA<cf-!`tn1KOBQ5g<J@RnO6JDQFaICP*GdzKhQpNLT;&Pu=+
zAP4G06oGsv1@b8fgMvVUF_fvE0qSo=Z({-|qEUPZ=gekD>Xm?uhRc9B&{V?=i)fHN
z^P%C(I0s}SBwa8=(#3{)k#t7}MmAWaiKII*FtQ_f&J2tk2%ZZABPW9A$H2%1<3Zvc
zoFPCqLbxI@S&>8rMo~B?iGfiJ&Picllz_PvoRY%XAt{CjYl>-RBO<J4Lll9+8YOH{
z;~%03f7<&*j3RM%0&W6@x(yCR#3Tlc7-x_M1u_VOk_iJkR|X^l!W{i*3K<v$8CCg&
zxtaN-`2-n-*agHH7?@NTxVi1PnfVwPn8g^F`K-9Dxjls$7+9d<91IMs{0!XO3=C`_
z3M9oY%*f2g%?(n?D9pgX!3)=B!Og(H3FWeS3WK;@Fhdy_xEUEeg+V%a6d62)^|=`s
zc!e35`D`Q^82C&eX0Un++e?B3_@M&aFaZHx24)VBl@MbE^%(6XA+A-I^b`j9#zA7b
zlO)J^Ay$ZC+@8Wr;tUMJtZ<!75)2F?CJ3%L1A{2SB9LM+ZpKh?kRjroO^l3!jD}zb
zOLR3cGB8O@bdq3TknC(?WB^GpFi64FFfd5#F@PMN#|Lp!9v=gP45|<V1H%GnPRs<?
zEDQ{c42dx2bZ|q5fq{+TGxJwL-T5#+C^3WLl93@1#^i-Ir(jB9d_kx<BSRvLDFhXQ
zDTVRHpyG@Si7=)(R0yUN#+QbQGcqK?n6UO7Oex5H$k-d|J(%Cv7}6$lq)+C6@mrws
zYz$eGIdUd*oCCM#7#LncX;y~G97&ToM4&;U3#DPoVf;j>I8-@|3kx}RhRGadE9xhM
z+Z))N2Xh7&!#ubenAk$76B!v&0-&ynhtiA;DJ@WDACzWfNI`cjvY{@JY|1bPN;5K~
zz?g5KLd*<hKk7QcttAGAvrw9mAqB>S#W6EOSw}sxXFzONc*7izY&T2{;h|KR>leUX
zpSlss+y|vO7`}??eihYKnhz5>29;rCNX6$>OfRHj@j?SmFTj!rvKL^EgC!3}hAi|X
zz{rpV3J7Ej3l!o^%)vA<2iY_b8)g#B9msBkiNV4KDMi52BeL>2(4-5CR%AJlRmd3T
zeVEZ8wXm)i%+<(tz~qq40I^}thouN627~!9b}c-1V_-~JDq&`*sh<zyAd*ZB%sDV8
zfQ&=;79&Fp$Yx|559M@2X^?NAOa_?PN~i!MLn>%_3Wx_<4FjSX8B!ylYk_j1G$TXm
z0w@!->;<F>*-&0+nQIB985vSx%vh)pGeg;mdKjkxD#*x?3S+_=P|OTv8!%EXX&y@Z
z0dgM$0|PtM$&3tXm>x>Q=ONG%B9I|3nLs3{5=nzGVSZ(1C|iKVLupt%w1PqpB{@Pp
z5&)$c8ImwPl!VVixloVHgwl)*NiZhNugnZ(Gq89l35$moQ0Sp#nCmm)9!kdNddzf_
zjKx(mFkF=li9L9tXJkl6w}z1+9jXXU!4iEb)NwovU&VF53hByy71ouR4->6J$O<B4
zyP%?zp)?~yBHUak1H18}x^iDda2gMjZGjpK^92^y!)!(<!Egag$#ke`0t{b;biWFM
zDkC|WuVT8=^Fb?ZK+Z)Nk_6%+V{}7A84@RRpqn$917-)zL{^Zp$s8~)%mOx$a1v%a
z0zC#nB_ON_3xPVHks$`ggrzHRfePcm0-TW{24)?s5Ca*v8){4jJZr?jato|b!cxY9
zCQTq3;O!c4=)l@-U=9)io4!qhiorZq2<4YTX;>Pb0Oi9R4|DknsB2-ahB*<c98Q7O
zErB@E&_-4Pl>P^;g(RT0BQE#i(q9QRrxr>#K<N%B4XeH2=0oj)Ra?01yTQo7z{GHa
zfq{XM@i!kY10y4Nbt)qR17mSfGJ}3;aglybW|Dq-a<YDfg;~6riEd72UTKAHdS0o%
zxqfC|a!zSVDnuQWgQ+elv!obB2?GQABs(JmLvcw;N@|*31_KiV1888kST6%K0F{%O
zl$j4<7MG-enJf$pWvR&}`9*pepw+WBNu`-NCAyh;cA${YO)SYsPRz-HYG+{JgrpY+
z1_luh8zyf_AFHTjzhVndPX;Cy=IJ1U$z2#kS%ZjX5b+d5fVtiv7Ly&C`~#4vABb?{
z2=oqOE{|a5^kS~i3t}$U1F<S2ygQf+BI-OnH#0?uFhvP71qebAvk;RrBS#w33`S9A
zz6j>R5@tRQuO2^hkXaodf@wP=!m{gN5lsOQRR$tFI5si!a0oG%PGIKta^K6bU}kI%
za~j74H)b&=M@HrXCVNJv3rvDc8`u~a8RO&g)6(Kg7?KkU5|cAaDjDKE{o{*L6I0>~
zN{Sfb<H5m}nHL`)51A9lNX$#gNsR}EeSB_aac*Ksat1?uaz<ii9s^!A#hF#9@g)rL
z#TofUB}t`e;OGO}W)yE2UtE%sT2vGd<|mb=#U~{er$Xb8A-yOuB{Mazqyo;WWXMU(
zO-e~*$jQ%3R{#^Bf$`$Z^t{v*h2)IHB8K?1%$(G`e6WFF@1*9XK$L@2#;4^ZrWb=H
zLAHV9;*(2@;*;}pN^|oVQu0faa#9)M^K()_!Bd=C!T_f|{o`{Ji?UOTKxr{EkD)XV
zYAwjz{G616k_rYeRmo704-x}A4@DIyh}}GWT;mIJN+FIYFUl-Qg@kx9C~Uxiq=2F+
zEi*60DYdx7r6@nMBo*xR;>5C4NJz!!<R@n{KzwDy5TBc$k_vKOerX9<AvA<D^Wqsw
zQj1H1^NUI{QyG%;^GZ_lN*Gd7i<49HN>bgS;SAOSaS=FRAlV2k3bF<iiJt!PAP=CV
zk3`UvQBi6^eo;w$PJUvF30_$XhP0gg#1e-1g8X6zXowbrc%UGIdmJ2<kiY<mr=;fP
z=Vs<5mZX*zF~paZBqrsgB1a6=pZTRF@eFyTxv51El{u+-=_MHq5W}!6-YF<bP0j?Z
z<zaC53srD7G*mFxGu1Ot(9JC=%}cdSPt8j$%1l<!%}p#y&akbpFw-?NQP53S(DgS~
z&@C=Wu}wBKRM1T;PRz?J$*fAXO-xAvEe=8!D$PqtP0IwOPTjP;eBJ!q%o5$SqQu-(
zU2q~vEdnVnNlebxEhx$_0he34#U(}gdFc%Cd8rj84B&ifW&#a-aEb=!5l~tJrvq?Q
z#TO)|7&63zC?g1E452`gQIMEo$`D_gS6ZB!VgyPasYONLSWQYy&Mqy0q@?1)q7nxE
zjQreG{p8G|%$%Ie;>_IqJbjn^<kH;Kypm#l$Gp7MR3m-g#F7mC{DP9q+|1&{lFa-(
zuu+g?194eAwiJObX2HPV?(A%(pb?r>npaW^33*-PQZUc3&d@^7z(f-w3M#lk7&foT
zSQW&;SRueD&BM+yff2Hn1UB{uu6iB$1lpLKdD%Srnfq9JS$o(#n%SAF8M%1aIRd#M
z>U}^4GB7ZJXBIHjdpEN)$1s7^yK*xyfXuFest1qNg4O%;vN`gwgBltjdC+_fNQnZ7
z0Lwe`vUx+~K|<ItsMWy2@Da2_0YjP@RCi&Bg62t}-83{gX6Q^LnlJ-11GH^{Cc(@A
zZ3AG4gM5T02%c#K&u^hffF^2~7!cy%uz{*zW`GW#LHRI>88Tl5<AQ0>S}7(Zac~%d
zWkCJ~&s9Nr2#Ogp;Exc1vX~*WLr@-qVrGD)9)uW(#SEFg0Wnc9GXt`35K_zx5(o|w
ziy1M8fg}oYKYS<}O<Wd*592U1$ibL!8nRXm6xwhhID;9SI^kR}1GN4@2r2!5^8^C}
z1E{+ITH6IyghW&@Ffd>f@4+Ds8m7ReelG)PZjKQ?+6&HG3=9nCaF}x$hxl6@;y-bS
zOEF@1KSnz;-rdLF$<Zf1zPL0g-X-3^z`)Wn-XI>mhDBE82~}l?u1e3x*^mKdpud}2
zuxm(sh@+E_Ydk|d)&dY;GYUh41!m<8E})@Cm*y3vre_wHq!z`e=j10P<`ly$&CJUL
z)fwQ@wk)*>RJp;MYw^h$sma;#Wfm~S7=}O+1t>j$SfHjcsFbLIb|bcf3M>Z5ng>vs
z_vb$Z?1PHK)XPBCKY@yaxS-SyQ_l}l2sH<k+F{}%IK-u);vfp-o<AT40|SF2ltwo{
z6G<G|e9%-nvcKj))lGxa=;j=Nii0SSy)n?D_Zdh4>V9N@2|(pR(jfJFpnNkZjc$G|
z4)Ji1LeNqU2GFz!1A`67Kn4beR3vdwDFh2Q6_906^~mCJP;rnpP?-u-KLbe|Ieg|r
z#X;7Am@xGpK^!dpb%&1O!_>pZJZD11LG~ht&s!vMWP86r#bM^`0Ywr61A`m1Dnd7B
z4pbbbUIv=Z-a*CD)w@8eD46;hsQPJ8adh=>pyDv~ccALcpwkoR>RXY-k^OZFNgO#G
z_@GrI$Q<N+B#b1EY>osDacD4sOM2v59#%GkoDEH4V5PA2gdlNb^`PZLAO#?CWc3F?
zf}qYn0|QDc;sTO5vU&xO0a(<7_Dg}ZfTWStH-H4Ns0X#_u&IB5L;VLNab)uyKoN+=
z`~W0zWc3S>#F4{i1Clthde8s_%$>;UVdVhGS;*=Wpd64mvibrfaVQgHEW-gP2VMOI
zBylJctX=_>ps@JY07)EKJ#3f=-TVnS)IUHHhZYH7dw(E_L$fki9F}O%%~ybW9wZJj
z2bL}^ki<dez|ye;k~owJHa`K%ftdqKuN6q*Aag)vA4o$3k~owJ5@vu6kHO4=rQ;n?
zMIdpIIiP(HAPonQ#Gy=(Fv9~V2c#b4FIf8ifg}zx2eO(ATDW70F9nchs5poTOZOHa
z4pbaujvv@o1_lQtai~>bnFJ(p5EGUkDnJ}0b0F<Y28ISCab$BAAc=#Ruza!u#6dC#
zHgR|WNgUan2T0;zCNwer0CPYSIt&aTe^rBB51K22FhJpnY>om*5!7CgR#?8WKoSQr
zyCB*b96%hXdSr7Fki<de!17xKk~oMt6KYNah=awP1xVr`b71*!2a-65xdLj=0T2g^
zIS-J;LFT~n=MN-t5OX`!9LSnFNVp;U3$kbvA`T5=unr4o{Rj$AkU7V|q6`cUNaD!m
zB;XLQKoSR;a}{b%1ClthInd$(G;|B@b>4vrfY<Rs+ZBoo3=FXL2Glrky#_TBECe$X
zq+JO~J+zty_kfj=#9`)xif>SO!t4drxgY~U=79FmV6zum<${!f-3(%Y?17a@AU<rp
zFGw7;@{11|*sz`&O#B1L0SwTEf(#7cwV@#Oq96w#?Ii)l3sfn{cm_={2~m&Sdxe!l
zF!M!08W|WEOp(-s%!jQcb3zkOf~xmK6Q2sTJOE968dQBanmB9*G!9Mt43wV=rD5(|
z3^l(PO&rwU0|~+U9WeDEF%WJB5lG>-0vgUU(8OOu&7X@VZVD9#^;<zwF!R5GI1CI7
zTcI>e92S2E(ZnA>`DdXtO#LRPdv2nM!&YKEMH6p=h9_)pA7&1$|ML$`J!ri(NQfJ%
z52pSvNRR=v2oJ)5iSK}_Q-#tnac~A<U|=vp6Ni<1_Gsd*&~WoX6L*DJ#}J7o4w@(e
zNu{BQpMmm=p)|}ruy#AFo`i{WLe=#`X_)vfsC#CiiNo5j%hAM-LHS#tG|U_gDE}ao
zhKZkr#^X6O@hedA+i2pqq2e#l#2-P$zoLo1go-mk{Q<N03RE4eUknrf097xGrd|um
zSAo(n^{{rf0h;(Cs5!8HBuqW5o$Z09z5&W_hte?hB~W+vpou?(iqAk3KMCb8fzmK@
zVAH9vb~Q}g8fwmNH1)Tj;>Xa$e?t9r8BKg2C=oI+Fx)~DuY&ULLur`3eNaBEJr5I)
zf!fOrwFf3%1vOs`O<W0TjuM*qZ>TwXXyUNC%?eHY3Dg{4G;!D%a|D_=GgN&NR2*a-
zNC>v-vJxr|b3Y4|-wdTe;;=Fg<hAu^;?F^X3=9lgki<dt%VMbbJ|uCFIc*>ZFfcG2
zMiK|9Ukg<a%V#iq!$FQ^U|_g}rXF-G5J<}%Byo`WQc(UwC=D_PWPT{r-q%RtAoV#=
zJ}f`M)WiCXzo7CUagchLfBqwh3o|e<z{(lOP98|T46+y29utDr=P+|jp?q;D4H5^L
zvjOBO1_lNVByo_vu<3hUs5r<wprH8*YP>KoFgPKJLxsR51tE!p)XxPq$`}|J(vieL
z>S6t?awKt(`j1fcutjk&d%d6ubS9E|kU6k^)=DICkU5{A>h~dugVe+NQ|FMxLF#8g
z$5|dDiG$R`>VwZn;vn@_pa2AIT!J<PLGA>phxLynki<diVQVrC(8SL{&GAMPPXZan
zz`ziRCJtLBk%lG?TU1<(CJtLcjNIP@xd*n)0=9Y<<P1>ySqbt8Xb%#aIpD};U|={7
z6$hyYr4wc-|0<M*iC=;8A46%F_)@69KxgrQ%!G-TLF4^DntC2+JhDLbfz*TCc@yLb
z1_lN`Byo^?oS^E3k;Fmj*Fx3HB8h|4FNCVsLKBBgC7Gj%D?`(X3z|4&qZk8&Cz3cQ
ze}Vi6!cj=#AbZb2&54JKgMuC8L|FY@f+P-N!uoM7AP%&@22w8!A{ZDLVCe#8js#SE
zC7OCysQ5l4aWE5FzMKPdApJFv(peyafq~&Mk~oM7>vw+!agf~e3aTEmpAcdWNC~W8
zECG#Ym^)$hjV_WnNIk3_Xp1BcGP)7!&ImMd*m9>-G;!EUtzxJ+Ed9XdT+7kKL1Ueu
z_^L${hpBHu6VHQ|3vFoPF(Ah>FfjC>iNn-SL=zW)nllxLIBcyt%>7YN^|1avOxzA?
z?=m!VVCq3(3-TXGJ@RZOtS<?R7mykdhV>WF#bM)EAnQOFq!xr>{WXvn2*c`q@F88$
zc>!pa11V=%04708yBJVsY4wULb4wDF81#xuiXe0bj8&AHlc-k$T9BXz+8xZGmsDKL
zpjVU+;ecg9OueGi9KD?U<is49B*-j7JwpbN48#Pz)QZd!C_gPTFEc)|s3@^g4?G(O
z6$V+PS6q@<R8m?16#`9cp{WF0u9sX~VgXf?lA2VS9-o<)md~IEVJ9Xf6{VKJcscpW
zC@K?+67$kii(%3*9>h0bvvM-?Qeo1?B}EK+$@#gU)esDNdHE%&dhULqy2YT?8&G3Y
zGvdLEJD>qfAq9$WP#S=xADD5leciD71SSqkPcS}c<{6Y^Vd`Px9cB;~tRD@t2bM-a
zb4VZ+YS1zUn*BjSV4MIQ96>i1WDZyXlmIQq1euAhe*siKR2iHC`4!G#U|;~9V*?Tc
zrD<ewn0`X`gI4^3^rPGV0BZjNkmHaHMt8p@bZiRU9s?_grWMeL0qFxVVaCD24>Udt
zvLCwr9HI%dSs6N*a~m!KVSv<vSTGtiUk_q~%m#_WZ~~}uWnjQqp@1I$pmAMn@qYvA
zA=o$)$o-(I5#9ZuGk8Gd6?*tpK<$UAhq(*Jhtat>!jHodq5~FAAp1d40@DW*?}Vm5
zbpJO%?FZ?Dm;@ow{ojJaeg&xgu=X&>9MCRmbo)X5Ezo9abpJ1a+7D9?u^qbI8Pq<7
z3QWgge*@Hhm_I@GgTfhR9!z{4)c>$?OsKI8D~Plo)J_MbADBKEy#cC!HMG8hiKDCC
zjl=yjpze171r7rP1IYa#H=?^AG!BSvCdjU6&}1kB14BKUBpR3D7S#VBJ;?YLw84-L
zs!)+6(DlE<q2CcYunJ56FeA|QgX&?d`Ntok1EwG3f6!_nbpM0atDu_+(pd<#AJ#7d
ziGeV>S{~3sYmfvQo~Q*8fXz!oc#w7<j18heTWzqpp99)pfTc5#`#~Fq(cLcrwIAkB
zkeMKy3o6(_=PZB>2MIti%>6K08HfJ&Py?affa*rLAEsXisvoWZ%8&$A3{W;Q1=9x;
z1C39E#L(*x1*rZVFojSW=6@)c!G;mC)&*Kz!h{(Vpy7vHet?oBOg}7KvDpnW<ObCK
z3TVLsn){GKDmP&IL1i*j2}m0p2S5k<VdJ<k36Om-Hi!oGd9dkkfV$rsO#>R20RZZa
BL1_R0

-- 
GitLab