From 463d5d795b1c0209fee115b4586a8823c1b7d896 Mon Sep 17 00:00:00 2001
From: Xin Li <lixin.reco@gmail.com>
Date: Wed, 15 Aug 2018 19:07:36 +0200
Subject: [PATCH] added markdown version of instruction

---
 intro_lab/README.md         | 247 ++++++++++++++++++++++++++++++++++++
 intro_lab/image/pi_eq_1.png | Bin 0 -> 24795 bytes
 intro_lab/image/pi_eq_2.png | Bin 0 -> 23313 bytes
 intro_lab/image/pi_int.png  | Bin 0 -> 68878 bytes
 4 files changed, 247 insertions(+)
 create mode 100644 intro_lab/README.md
 create mode 100644 intro_lab/image/pi_eq_1.png
 create mode 100644 intro_lab/image/pi_eq_2.png
 create mode 100644 intro_lab/image/pi_int.png

diff --git a/intro_lab/README.md b/intro_lab/README.md
new file mode 100644
index 0000000..99960ca
--- /dev/null
+++ b/intro_lab/README.md
@@ -0,0 +1,247 @@
+# OpenMP Lab Assignment
+
+## Overview
+
+The goal of these exercises is to familiarize you with OpenMP environment and
+make our first parallel codes with OpenMP. We will also record the code
+performance and understand race condition and false sharing. This laboratory
+contains four exercises, each with step-by-step instructions below.
+
+For your experiments, you are going to use a node of the
+[Beskow](https://www.pdc.kth.se/hpc-services/computing-systems/beskow-1.737436)
+supercomputer.  To run your code on Beskow, you need first to generate your
+executable. It is very important that you include a compiler flag telling the
+compiler that you are going to use OpenMP. If you forget the flag, the compiler
+will happily ignore all the OpenMP directives and create an executable that
+runs in serial. Different compilers have different flags. When using Cray
+compilers, the OpenMP flag is ``-openmp``.
+
+To compile your C OpenMP code using the default Cray compilers:
+
+```
+cc -O2 -openmp -lm name_source.c -o name_exec
+```
+
+In Fortran, you need to use the Intel compiler. On Beskow, you first need to
+switch first from Cray to Intel compiler with:
+
+```
+module swap PrgEnv-cray PrgEnv-intel
+```
+
+and then compile with:
+
+```
+ftn -fpp -O2 -openmp -lm name_source.f90 -o name_exec
+```
+
+<!---
+**Very Important**: Do not copy and paste from this document to your terminal
+since the - symbol will create problems when compiling.
+-->
+
+To run your code on Beskow, you will need to have an interactive allocation:
+
+```
+salloc -N 1 -t 4:00:00 -A edu18.summer --reservation=summer-2018-08-15
+```
+
+To set the number of threads, you need to set the OpenMP environment variable:
+
+```
+export OMP_NUM_THREADS=<number-of-threads>
+```
+
+To run an OpenMP code on a computing node of Beskow:
+
+```
+aprun -n 1 -d number of threads -cc none ./name_exec
+```
+
+## Exercise-1 - OpenMP Hello World: get familiar with OpenMp Environment
+
+_Concepts: Parallel regions, parallel, thread ID_
+
+Here we are going to implement the first OpenMP program. Expected knowledge
+includes basic understanding of OpenMP environment, how to compile an OpenMP
+program, how to set the number of OpenMP threads and retrieve the thread ID
+number at runtime.
+
+Your code using 4 threads should behave similarly to:
+
+Input:
+
+```
+aprun -n 1 -d 4 -cc none ./hello
+```
+
+Output:
+
+```
+Hello World from Thread 3
+Hello World from Thread 0
+Hello World from Thread 2
+Hello World from Thread 1
+```
+
+Instructions: Write a C/Fortran code to make each OpenMP thread print "``Hello
+World from Thread X!``" with ``X`` = thread ID.
+
+Hints:
+
+- Remember to include OpenMP library
+- Retrieve the ID of the thread with ``omp_get_thread_num()`` in C or in Fortran ``OMP_GET_THREAD_NUM()``.
+
+Questions:
+
+- How do you change the number of threads?
+- How many different ways are there to change the number of threads? Which one are those?
+- How can you make the output ordered from thread 0 to thread 4?
+
+## Exercise 2 - Creating Threads: calculate pi in parallel opnalryaulslienlg tphreagma 
+
+_Concepts: Parallel, default data environment, runtime library calls_
+
+Here we are going to implement a first parallel version of the pi.c / pi.f90
+code to calculate the value of pi using the parallel construct.
+
+The figure below shows the numerical technique, we are going to use to calculate pi.
+
+![PI integral](image/pi_int.png "Figure 1. Numerical integration for calculating PI")
+
+Mathematically, we know that
+
+![PI Eq. 1](image/pi_eq_1.png "")
+
+We can approximate the integral as a sum of rectangles
+
+![PI Eq. 2](image/pi_eq_2.png "")
+
+where each rectangle has width Delta_x and height F(x<sub>i</sub>) at the middle of interval i.
+
+A simple serial C code to calculate pi is the following:
+
+```
+static long num_steps = 100000000;
+double step;
+int main()
+{
+    int i;
+    double x, pi, sum = 0.0;
+    double start_time, run_time;
+    step = 1.0/(double) num_steps;
+    for (i=1; i<=num_steps; i++) {
+        x = (i-0.5)*step;
+    }
+    sum = sum + 4.0/(1.0+x*x);
+    pi = step * sum;
+}
+```
+
+Instructions: Create a parallel version of the pi.c / pi.f90 program using a
+parallel construct: ``#pragma omp parallel``. Run the parallel code and take the
+execution time with 1, 2, 4, 8, 16, 32 threads. Record the timing.
+
+Pay close attention to shared versus private variables.
+
+- In addition to a parallel construct, you might need the runtime library routines
+- ``int omp_get_num_threads()``; to get the number of threads in a team
+- ``int omp_get_thread_num()``; to get thread ID
+- ``double omp_get_wtime()``; to get the time in seconds since a fixed point in the past
+- ``omp_set_num_threads()``; to request a number of threads in a team
+
+Hints:
+
+- Use a parallel construct: ``#pragma omp parallel``.
+- Divide loop iterations between threads (use the thread ID and the number of threads).
+- Create an accumulator for each thread to hold partial sums that you can later
+  combine to generate the global sum, i.e.,
+
+```
+#define MAX_THREADS 4
+...
+int main ()
+{
+    double pi, full_sum = 0.0;
+    double sum[MAX_THREADS];
+    for (j=1; j<=MAX_THREADS; j++) {
+        /* set the number of threads to j and start timing here */
+        ...
+        #pragma omp parallel
+        {
+            ...
+            sum[id] = 0.0;
+            for (i ...) {
+                x = (i+0.5)*step;
+                sum[id] = sum[id] + 4.0/(1.0+x*x);
+            }
+            // calculate full_sum iterating over sum[id]
+            ...
+            pi = step * full_sum;
+            /* stop and report timing here */
+            ...
+        }
+    }
+}
+```
+
+Questions:
+
+- How does the execution time change varying the number of threads? Is what you
+  expected? If not, why you think it is so?
+- Is there any technique you heard in class to improve the scalability of the
+  technique? How would you implement it?
+
+## Exercise 3 - calculate picursintgical andatomic directives
+
+_Concepts: parallel region, synchronization, critical, atomic_
+
+Here we are going to implement a second and a third parallel version of the
+pi.c / pi.f90 code to calculate the value of pi using the critical and atomic
+directives.
+
+Instructions: Create two new parallel versions of the pi.c / pi.f90 program
+using the parallel construct ``#pragma omp parallel`` and 1) ``#pragma omp critical``
+2) ``#pragma omp atomic``. Run the two new parallel codes and take the execution
+time with 1, 2, 4, 8, 16, 32 threads. Record the timing in a table.
+
+Hints:
+
+- We can use a shared variable pi to be updated concurrently by different
+  threads. However, this variable needs to be protected with a critical section
+  or an atomic access.
+- Use critical and atomic before the update ``pi += step``
+
+Questions:
+
+- What would happen if you hadn’t used critical or atomic a shared variable?
+- How does the execution time change varying the number of threads? Is it what
+  you expected?
+- Do the two version of the codes differ in performance? If so, what do you
+  think it is the reason?
+
+## Exercise 4 - calculate pi with a loop and a reduction
+
+_Concepts: worksharing, parallel loop, schedule, reduction_
+
+Here we are going to implement a fourth parallel version of the pi.c / pi.f90
+code to calculate the value of pi using omp for and reduction operations.
+
+Instructions: Create a new parallel versions of the pi.c / pi.f90 program using
+the parallel construct ``#pragma omp for`` and ``reduction`` operation. Run the new
+parallel code and take the execution time for 1, 2, 4, 8, 16, 32 threads. Record
+the timing in a table. Change the schedule to dynamic and guided and measure
+the execution time for 1, 2, 4, 8, 16, 32 threads.
+
+Hints:
+
+To change the schedule, you can either change the environment variable with
+``export OMP_SCHEDULE=<type>`` where type can be any of static, dynamic, guided or in
+the source code as ``omp parallel for schedule(<type>)``.
+
+Questions:
+
+- What is the scheduling that provides the best performance? What is the reason for that?
+- What is the fastest parallel implementation of pi.c / pi.f90 program? What is
+  the reason for being the fastest? What would be an even faster implementation
+  of pi.c / pi.f90 program?
diff --git a/intro_lab/image/pi_eq_1.png b/intro_lab/image/pi_eq_1.png
new file mode 100644
index 0000000000000000000000000000000000000000..2a06f4079469db2ab7cffb0096b17f72e5840033
GIT binary patch
literal 24795
zcmeAS@N?(olHy`uVBq!ia0y~yVCrCCV6@_3V_;yIx_EIU0|Sp}rn7T^r?ay{Kv8~L
zW=<*tgGcAoaQ2AclVbCtgE%;K1sF9Knmblam8zP~XXYfNFhzjL@o1l(){Zhk$H0rC
zg14g>BDs~yTo1&_cdXEOopiA6)NGXoyYFwm?<?Pz|L*VmnZ@V+JU?^hZyH0umUQmc
z$Q42iH=Ak#LmK#v6%9K*t9S$&m@E%4WaaqHyI^f(B=TqRp8c$A7shO#a^zR~?*Ce+
zV&df38B~NGiR8(tOFvR(crZ(5p@uwzll2wpGiSuTK3I2zx=v7FaM{GN{N#pdEXz-9
z*m^}xt&4S|K0}JuY+WyA2S=g#kq11R3q@K4qPcg}Fdn(B@a@5p%{v9k9c>h?t=W@Y
zwT>*)v_IncyMKmevf<4)TMTthyK1Gx*UdBNw*CEI=lK6=Z*)GskodJB@Um-T;G{W;
zcgxbBwRjjj>5~y((&Fy0hUp`#U3ixM!S9!jHf~h@_IHkr*c!<>sTMb5w&imi*)UDR
zd5+|3+os%`N-OoZxF7!c)6r1b!gY$UsgS(xgQq`T`yZ9W1-$S$liIZALtxC*Q{VZU
zB-WXH@kp%l+0&zbE9yW$cY6fmqi=i8yqF;P+r9PWnh$}}6D_<B-4u9KzEbJG#!TL2
z^X8h*5>Gpt=xw>e`OVb%a>5#)j|x>(axPqaXNOI^y(D|jY2hP%1;-w|`qU})QCBR@
zweLo9=$<tV8j*81HdnG<T)c1Y&w|F2uNrL6C9u1n`jPy;_2)!GqdW^fCr0icOlks$
zr!f^duszuR)%?q0{m6d%1ZF`GW}5`dMUr1TrhnsjU@RrlWUu(BagU+Be5O9Xh{NCO
zhHKwsat1Bk%No@0^FicMPK@yP19v|J{P@yzR;>J3tlQriU5ghB{q5Ly#9@*B#he~?
z_D$!Sd|7_fU$6bHVxw9jASawBw2PzMk>kzNgL71QSd(WSZB)Ocp?u%?hwGyGGmIT2
zUNqJHQ@**>;r+fq={pje$_~^Pl%J3<Ixe|GZNrhbiE8(DsGm8@m{p&mA(#Ad?=<^<
z^@rb+`;@C#i&@(R#Wa)uL?(yXyC?n)P}Zwy|C7_Hdzdfz`NqpPT;Et+W0-M6bB*Bc
zrnwUyY@GVRWtWhfd-tTG(=CNR7Moowy;gfI{-2pubxWg%)qREe=GyU_6eBDT-BhZJ
zs<OK*{cmFB83o4USxlF&-8v@8aPoibx8D_~C;Zzkcx>tWU3bzLV!Rd@z1`iH%Wz=h
za)t}{>#s}hX}q0n%AkJBGAXdpr`=nQ#euP_AU%UYHi5w>(Qn%U!5xhH57?U=SvnXy
z6Rg%$S)FKGlisv5K~RHjX@cnu2CV~O8<^j){XU?0fuXPY@&lP2Jhu+|7Raybjr$<P
z)9^ik!%;xU$@xVG+oEm>MX?UuM?Dn^bsic*ttv_<J*1Qzj+}@|F%0Tj<Ek~`t%vR>
z>mnY@-WV6F3A;VaFSYM+v|B9U<r*58dqrYyht=YH85~m0e$JOK#B33WZCdAY`eIgz
zepLTFH~q!t7xliVT6Hk`$R#IK%}{;TvvC854yX4~mm4)}ShNqX+W0p@c+TtB5#rbS
zYY%l=$fiG<R#40KXrl%D`J>MtYk%OXF^}ut{^<J0yc&l8ZVLpraEP&lI|(Q@PH>yy
zsi8JSuuQN|=-eUMtKJp<DngPj!i$9O%<eqG^GN0q*CVk<j7i2Dn{PPFs7&;bQsJIt
zt=V)$?djw$&)FW;p36PvE{VJ3zR4zXdXD!ub@hp?Pn3!zEBSw_?410k$3|tjO1jE(
zEpf%;Q)laL_sUxyGx?6`&bXb5T}DS+9{F`HObHMRJf-<tGhLHkBme2sr(d7OK2bmY
z`KkD+>8ItV>{qz2`@eIQlj-tJD}q-hz4FT9-8!>s`mbqjizP4b$?)7#bIU7A_bty`
z!MBT<Vh?&LdNi)y;IJ@gVcf#thf^2LSu}Cc_D3a0osJqEJ=}F&<oDDkQ+lRGc;zhp
z={42s_>??tUaiYhbEhaz**rB|<9*=16@Ow{mn5xuwER$L<f2W^PkX%hWfx0dh%Di&
zHLO+ttFt$J>WZvIQcGqnj9RtJf2(h)gRkq^I9<QoX;DjWac<RPJ7$o^Vz^0SwM4tb
zc8U4NGy6Zw9hcr-bLU^-+{bn+`oq5mJzqI}g?zyNmH#4}S3X=mapgw0#g2~`s;$dh
zXBk<%EN$wu$g}@Gu6lg;Sn;vxJ@zL5=83IJT_?KK)IGcXn&?``T-mn_xeLFky*0k|
z*NR70e=g75uU6`%ze-;2lG{~t_v^0ZCGiGVXWToZlV-Vjs^x;^OT|~HU%S2T`ZDt+
z`HSRN$1kaO_`i_x=z*IGR}=O+b{}k5xGr(V!<fTXhpXL++|IeZbd&BqCtYh`X4q#Q
zmvtxM&mEV$Dkqj)SaR-3qvqKwmrbs3x%H(@^5U7BI+t_0BX?V7y-S#v7nfOgmT7Cj
zmIu)}8(++DnDM~K(O_ZKp<M4(OSh*srp`^>E_zt&%BmBq4!*kTa=6n|__~jc{m0o`
zn@gvC^?Uu>Ov~(`nX8$vS$@vhT+3}!x0%1mDEn8&{YL6--0kQapWm#0^WNfu>>-(H
zR$DA;N=u4FEZ>#CDK;wcD!cWj<aXp$%S)B5pIOD5y8BNvO@FL6KSnn8b1eVPe^1k1
zPJ6lS_}iZ<lRfu%TC0EE@p|{>yW4k{R~pz(vfWl$Qu(TKlkI9-`D)3E!o6jcwx7*D
zpZjp{_1{y+Z@E7yzVe*;^i<RSt8co0vi+F$W82S_KaTzi{bBp*`gi}&>p#nL6mZNC
zz98el!NVCNTw(2D-60$zZ6feS#72LIX^WJQY>?n5iz_xEBDX}^+F0Aya#suFiRf|U
zcQ6P#3cgm7bDQPz%<Z4yObg4RqNh)m2bu*IFFxmfd2zbS`_4M~$HJSnp4F|%Tw}3K
z)z2_5D<=0&d&T`9TR+Bf3JX6|jq$tU^F-ZDZQ`Uylgd<i{XWj#l<4(7q<!Vl;Cx@>
znP%Cyj=r3AdGoUQGZtDj+deKZQna+I^#3GY#<F{s?F^wQn=Dfs4nN9yvgb)v;q~I*
z74P<J-IKoZ-OB9X`O9}MU+ewa`@4_6_xtCYe~A9MF4-s<ZETm~mU1nHFa2n`><P7W
z^>lgR6&yyaYb~uTHy2s8h#g8w3}2W1uI&zEU`Ix{+$3||^@j1Ha;57!e2?z$*v)Oj
zrNwP`u4i^-#k5a42iItCKAWyT|L>X$`#)^A{2_C0&a|CX#o}k*&U<c~|GOro?$n=Y
ztZdxVbY8?tY$*7ybZXHV*YNH&-PgqSM$7Eqk=gleQmc1W9p{gw>mn9Lgw#~8ynSiy
z=?|%YQgctgot7W<Z*5C-(aI~kwygPbn(JJb_x@XdqW-=9aO%p`+|@GSp=;IFiLKeU
z^;q%QcUw<ob6@|qhC4cZ|Gb_1QvUAdH8zXU*{pwi*ThYMdp54N*|Mi_^223UXYUJH
z5`JgRmz6dfBC|h#IxD}eV0%eeW$4@ctM+a!dHp>1Pj2}(_MG+W&DQDNcDxg~;ql9J
zJLW#GFaEc-Z2Gfxmty0ySxjShFD~1D&Fbp4cNcGMUd6Xo`1;qkb9Zg8o&SE{vA@%P
zZ<kMy(Xi#<>*C+{!}jO*=yoT*tukeHd;WJ^oOss#rMvg5iN9`sW#)a!8{6C2D|@`D
zf2+w(Q`x_VU-i#=Ty<RAf5qI0(n&={Cr>^MZe7kcyY=kf<(K`wZ#k2(vtI4tncizB
z*XE`>pNq42UjOb)<@?Xe^>)Nt)Ls1gXruSJ=~8;uaqIR!DtP)Lw0*VvZJFDz)?3DA
z=agsWznXESaMR_@pTCsefBig<<?fCe<3DM~*WQRO&-34Vx3s<b`Omv+cCUXgdPjQK
z{tt`~9ZxzhZBOmrA{YAq^qYA0T{64<N`9BcSIYeTQOCdh`P0dJ)Z?qB+bp%!tzPzf
z&9|LzKR>ShSNm3f*`61*nl+YJ;{PoFG=Fyd%zaj$reBW_XA@$pitmo&-yiug>~Zc{
z>)++N%@dpZ@1^gT{}u2l@bTk!{^#bOtMB{&Cnw{X_@(Ke)~ChK-q%`FZ7|2yMkl5F
z#-+s!Y|^u4aUGZ~#gNhY;SIz4LJ`)Rf4#Lj-kj5LeK3E+n?5yBcZRGz3>~o?4jML#
zLk^~~7>e#wJ^o%ozv0%+-mQWsy|-?jdUVmDXr70UKYWPJW$^H2s1fDm=g*at`?pJY
z(q3+d;&pHCsS7IEJkFndXYGN|=A{qPf0|!knf1a^bU8Bv0|RG)M`SSrgP1A^GkON8
zd|+T;oSPXEQ4-<nW0jnrtCyIPpOmUskz2q30yY&^6}bhusU?XD6}dTi#a0!zN?;XM
zdBs*BVSOb9u#%E&Tcrr!00rm#qErP_Jrg|xB|9z!1qGX;lr*a#7dNQ(qLegSrHqo2
z0xNy}^73-Ma$~*xqI7*jOG`_A10#JSBi*8uG~MFLypqHU-MnIDh#@d@TvCgZi!uvJ
zGV}8kK;|YU<(HP&Dk*_1Qh))7J5wt%5jN!&L%o%ppQ{g&(KpmH(1)81G9Dyq6_8nx
zniJuYnVXtdoSC0zXJ%qy16GeAgRs#Cp)(Sp)7a1iStpVVRHuzT$OA|of`k@WG|0ux
zj>|?L9Il`+w&P-UK0BL%!GXck#WAFU@$FpBJ+YU6?w`Ie<BW<^mPe}qi>dfpMa5-O
zSsBuf-P0DOnTmC;TDT>{J36Z?sIyW_Q|pQizu_@~<OxeWe3t(C{3ibU&-a_(TRwkh
z{J#4A=Q_LZ#oso3yY<?p`u^tqzhmE5UDt^}w`GB+1C!8%1{M_sMoy0h^(<*qTOe$R
z@FW(I4o@jPZwL>hh=p~Lc_TuJgCHYok|19=NXi4EN~Gf+Gu%iACRY}b4p)nqiBLNn
zn1lips`#O5LE1zF0~Ev_7PunZ;n4WP7UUj?c`5-e4vi5lhebINnphWoN0>KZ2s>ii
z3%MVUy7dp)e!nBk#xEx`Eh=l}hR1!@ZRhR(?{Q84ZUPTU1?$F}o5i=L*s`ek&JsCi
z_xsI<E5ZJ*R~3Zz|M_&fYSotrc=%ipVX6|C-L!SbrOeCATD8~jF^Va>nR?VZW->g`
zEL9db<a~1d`JkEq&<w-mLmQ9FNxw+D28s`GC_CKaym9o-5$!Mke!q8*JKW4~XHoO#
z<8fb`$)WJX(0EKRK*6jpHPH9{p3i<i4$J=&@U#7T<-<w!`66$N5%KwCW&_j4gW=CF
z``hz=zh7T}WvNZwpC4@3^Ge~KTkw;m$1z9X@p-%7IyRq9C?|fuTh4#DjhEZAaL1EL
z-fa&Lx0}E42~%c-`Ei!FL*osFefj%-rcF8a?2@;>Zi(i3tJiB1r-p`cKA%(Uccbif
zu5^joYDBs_tGd7;N9cas-m2EzZ8z0=WUbA3B#oAMrf-abnW}Q3g6Wuo*^HNWiqFfM
z-6=S{;s3wi?uQDt-Av;?qMC(p?rMPm1+y1kXYK$0Nqj!HoX`IE&GU=$p0b5zn<5lF
zWfAG%b=r4;iMyrO?A8j$t&zR(jFTbHm@IJn_&sApXvPQyC_MYL>4pZvHFiu~N4{<R
zeg<x)!gLmqj-7jS%)H>aWlMhp)5h92wwvK*pHO9FP14iv?wtgW?zhSd9CGBV&+9P4
z3@`F@Xq<8Sbkbr(l>g??7@|(vy#4(Z+vjICpSP=yD7_kbI5K^1=#NW(e|_cNeAX;F
z@h&UO*D4dlnKsv0UjB4R;<h3@EL1MkF_jr^|1Wie387G%iR(yAET1$Y&E4{MXuR<+
zJAoS!Wa~II1d2;7b9&%`pJC6)n)G{pqb{sabzs`5w7}ua)u$T_;nBF@FN;XW+x=|Y
zpe39FBj=N@1}4Ms>4%SjvmYqp8ovn#C~O;b6j32HWA9(z4Xi>F9JaF9{rPa%An{Pk
zhg;d}UE9wY9+z2I|Nmd&hX)6*hF!h%X@1?W%q!14C#$vo|Mz`=;=)!jE^fUY312MV
z@A=$zGyS{z%BA8*CWER)4d(;#kBt)U=rryT`f<MgpK#vZuh%{tmj7q4=li|tKx4tE
z>NgwRExuj}F24Ncy#0ThJwKn#e)#YAd;ahDs`Gce-}n2_WPdx!v@<g<F6`ZW#>iVm
zX#0(%?hU`+?QZ8azq7$v(i|Mw4zD>h1fq}MGWJ}c$TF|$)yjfHoa!P+5}mbj3sgZx
ztHtv<#fLi8=SkT8ezVyx`~RoY`iHNq3_kqg;^M>h|33C_c)#y=n=`+y$r;n@F>~dz
zAqhLfhA~+{`ur6s)e9y}C1?M=^sndQxBpXc`CMTB(fqw%!z>>67#~^@xY(%k@Ry%z
z{_|w&{=SZHXXdvt@R@ICyZ3e}I5T80GTL_NHoVbPxxm3BU-Q9n$IE525B+>T|9;1-
zSwZac4i}%dHJ?*-O7mg2{=OFle7h!n<ofpVvbs?J`+dLj7HC`L)?7DCKGqVqx61YI
zvtw$@ICttXa(XP-$?`?PZ2J1G-U}32Brbe>(9GW!|L@auRn|~vzo2y0ir?$@{d)Cb
zb^PB|%@%X&|NT77XZ=PXZ|Bo#2C1i}G^l_1dOg0MZB0zULDs~{zGj>q$Cv#5eg8k7
z`JDpi9iL8VPo5n+4V;U_1OgPcF>G2s!C^1UyxMO!3qGAxcW<_PwRW}SapeTb7Nepk
zCk}W#U81}7O3+02kDpHK_qQm-Ip$o8Oy}*^+m&H*qwU7w$9>j%XDpx3Iq7`ZTYs;J
zz=R{}klNsa6%*HyYa74$2(9R3Fsz&&Q{-t<v~w9(RKbNKox+P9HIK-v<sN8YoOr!>
z{oZd~EQv+&MLYBF?@QeO_Z#<d`TCkb%NF(KBE5Y-9;FmcR|U0t7Mx@e>F{OC`6{%c
z{lIbgdYQcaf4>!6i%h>7>>J#_w3pxJgTsz@yIyylGd^$gxuw_qo<)y@;i8P{ol{%I
z<1BKv-z`hLox5FE%W2h|?Dc!i_Ix}h?Rq;FToE=t16A4mYfZfu=rJv+t9-NZ_@avk
z<ZHhKF4SYI)Y)`Gsr74_{+?g2RtLUOyti+O?#3fRiLcjg_se@#Qh8E!I?wH#&Ax#)
zN-}XZACDT8y}9Anza13HjGQKI4NMyiW!Abf@v1jySbaWY3`!W`D`x-L%WHN+q3gDG
zPR?hh*aziz3f%*>JM>-N<Zij>=6c&Y`sb_g{ZeeaQdbh)B=&Uh6d1nsO=r2Q4@x73
zEFvAf4>NRyGBg@9FE4YAvkcmMr0vD8W9It=`z)W$xT7-R*yf*~PV2L~$*8X_e}6CW
zZs~R2;`6rUMa9cf+1AzkzI|U$%lp)v@VH9VS9$uk9(I8XYLnImrj42rYeSf}3MXjo
z-Ti)_wbWLh?^!uKKP(<JFdsV5$o$wh_kYd*zu&uU<`g!+U~*Tumh{9UruywxYniU)
zMSp&Ll-;)55nKsNfvSayW!E$scX9a4Fi@2G*)48p_ADxmfqf^-=aiD4mqh28vCUbt
z?N-*yvoo)CZd5V#+h6y$>(peM->u?tFD4{!Troi#TsK@0VB$K`mas*L)1-}o*=|N>
zOW?tcXAO_bB<}rsjk{gGuHxc@-imr_d;32h4r{zD-Nbvu6O?KBJ8nhgHnNI!BneJF
ze)(+AaUuUjYT#1ftm=c1>a$O8Z@TreOU2Q!@<m+r+pUM><22;9{r&yDe~(c`+6l|=
zQ`grlP0ju6a+Bjh@9v+^W-B+&ut{na4dZZ^uPupf(vFN*o-Ww&@{953v*z)4?>_i^
z&N_dA_up-|^R%<{4EuQ^JgddKxppdntt=G|P`K8+VXvqHmuG9yx0~tiJ0E@65MuOf
zOKjfGr-%OielK5kD|5MrO_<jEeb)pOT+cZ3+g?f3vJE==X6N&Hs>z?CE^j)OuE?(R
zSzo>PPkT?oy5kaeK5boJyVhBB>AC9*CrE=U;01Y1Wro*#H`t2Sd^)NAaNX{AT`u>2
zy<RVW*5u+$izQ3v*Z-?jIF@_A_B-$4Hs040<}I<ke{A!lQ_rRZ`*qsvH{@**yZ%Dm
z{-@_2&G7m2YrjQad3rkil1J!ak0(_<n%^Zj=bFWJ%s3qhZZtPO6ADl;o1T9-Tb=Lq
z&*$^`f4|x6FJYA8VN%VyXnoXUiAQ(J?$>_LklLQrzrE%$$DY66Za=)_t>63U&(W=u
zE~S0F8r~mt>xrpM!^LY$<Gea%u2KIdz;?wky!4jE^Xm6|r{8<C3z9TvG{m0aWxI9e
z)r&ag$PbF`GD2}xFPFB>>5?gPmn{uZnAY>NXzMkh2ea-O8lU_knLa15Bq`{oOx25p
zfp;=4_Q|aMFzI0JWV1sO5-WoG6(<OGW*&~VOg`50CG9$-csU3vcqKA6uTnmGTy=Vk
zP}$wm>usHfcdX^f`gu0LPI%q^f4?dw&(~EraA47K`Ffik8Ou!`857wj{J5}o+pSfs
zYghagIpX{1qPO%TzKId*Rf`>tl@|KBY=tGb1r9lS_uH=cncsVHaq(i6lV@jT<vcpl
z`EdLGziU6n^6pH!sdbS1&+hww^=v+$F>Yn<*qbaSxaUahL5@lf=|g(9`o+6^(qGH?
z&&j=Ys`FBbCDhrVw(zeXrhhYR+NZ~sMP9iZajsbCc+JC|E3Z~uP>xu)_uH+g)gN|f
zaTu81HN74q9DDo6hRC#;s<WDBto-72^#0MOpZ<AXFV-v!_uc){OYf^u%MTq@uhlDW
zZ-Qh!%f?%xuFp%O7x^(ADZlu(`bJ{=)S3sEdXL}PQ(|j;_z0+S+VJC1_w|}Em(z>;
z?V>(^l$+7Z@aXxx>UW&#b4!9e$`(&r{As!U-%L;&baUvHXF*T*)a+St#_V=Z>DE50
z56hOV4ZM5(WmW8SP?6b~#Kd(ZNp5GP^0wFKtl#(SlJaJK`q=bN$z|WezUFsD%I*{%
z&$#kJZ}%IaV?C0>oyVf~aq#~siaQnc>hp|CEc5Dqy)1atsou6Sc)1wY1H(H>-MWYJ
zcE1g~G3`66O{>Z}KWU|P_a<JK@z*=DMbXBa^Ei4)KF!$U<!|>h#p2TmWoFF)FG<gq
zc7FM|DfxZv&u?X~mpy0odQHZv%|XX^uHDNbAy9I!@_B3Z`@P#Q2&}sumAzJU>6Vq(
zKZmW@!phy-VXAZ8$0coL;F%AK=iwy}I3di+ns1UBWbyfo@nXSsPqh>TKOU3LzmsUr
zf6cL(?dp`6nGzO#*Jn91_<z_@`1sKL|9_q@64u%O=hH=-)7`q;A})U0v%X;e6sfg$
zIvQ0v&Zm5@KErfg>GFq6NTkIut!jMsY3;5urq6<c^?zT-pO)MGpozP!^m?rM6k(Ci
z=k4nwDxXe0Ef=51ew<g%X2+ep?bjU{E*=S~TI|-V<;B~4LEbRQMZ&5iLw4)-=K)6&
zHS^<ku6v#p6{)vRu<^!J_75S44}eq1El-EW8-Bl3&z+r;y?kz2)X|BvYJY!QtD#X*
zaGCWi!?ZPR<{geg_y4{t-z=B3Q;WmkH}CbYSHt6VWm<RK%2?dHsB$B>^zI8xu?P07
zS<?ICX6EH(OU=W#o^zNNw0Vm_eZ;Fdp`m$+;3n6LDGq;c=2+XdvThQZVN+QIYR@bd
zJo&WG@x(+AN&Y0&=(3xshYzyL%hdgOEI(a_ajsq2%cax%TD)u*FSuN~>t8*~4Eq@^
zH_Y!<Bnt}d3Xre)a4_T4kwvm|*C@=}5k5&wJt)2I-I9l*_tIwPF1mQ}<lEi|w+Ej#
zO)_J%+WYyO^~<xNYbUEczgvF)Z2=Ec;loz(cN^~VLP9)(iR;L*PiuCX9XX`Eevc5S
z;nG!lVeht6TB}QLojn$k9-X%{)#B%q$%h5qWdZ|LK#i2d!@TA^_kZ8}t~KxW+^vES
zZe2>9W#%HldFtot>o2a=zFxb1(f*X!j+I$9Cr>6@M;~iGahmJ9f6)?K<=K)w!Tl2-
zz5IGT{(S)JqLPWOVlR=LQf6pAE&c4)iJzWqyPd}k8VopUB^Hs;c!s}b*Q0MYlKVCM
zlQbtb+&Hqk<RGiKOYqxJn~m100Zk0dZfraf0bANFZdE<!I<EZdQMbO>)ze%|6L<Lf
zf-Ch|-VXdp#Xr;5%`GuAzh6_l{Hb86_PQNO%bz}Cswm%fzwY;juh*j8?@l^mamm&*
z+-RQ1<DE%Cb=RC4#HWddMJ&uXVtdbi&%+AQo&U28AMsBP76@XOJAH3&HT#~&vmgci
z^aiGlJ8O)u`h8c9Edq^;EPq=0KyULIqq)<(#S^|f7xLB-{JZq~PQAt`PMs|moF=-@
zeyK3|*cuyQHJ^@8MQYpABbRkc@uyhzO+0e*&S9vj^Bb5p{_L@~Wxjh_#V_rHqiS-A
zk(_<=7wy1P_w8)rpRD=w`~LrX6OQfuey{qXNYC`Rs?3FUyQ<oGrNvrBM9j{`bj0&a
zx-GTy%-<7N8am8v+BX*ZgIXJ=oJTZ+mrbdOeDt(q;x}~5_%DMp-`r`+|GK`IMqO8O
z_*7UFHtlqD<lF5BH&1(4=gI+Yrp(UW7P<B6)zEo?Uu)Lq*L|M-@LF`f?v<k)Pkz7K
zt^a28dAru!NO6uvkN#uNA`WS1eVmtWyZ$M-wtw(nxM0Gm|LGT}sk-g>WN`M<UYqMN
z#hL=Qi>BISsxomLQFLw-5mmg(yHmcia_zAfac+N%;!7_HEc*NFYj;aV(eBfb^ee-}
zb>vyW*%<AEKl*LIMFf72+1dP2!R!=w=sTIb=?+_2I4UFZ_kOjyGkeM1oqxaGUcIW%
z<xzNSX=r=qH-Yxq`THsr)-Q%ub?OP?#h)d^ZI}=KiQLm3(!?Iv7$LaaI$NQEeYVQI
zew$Ao7cYVaAWXhKdbj(1+?KspPEGRGlU(Za>#_X*h#S6g&Y!B*?R+*XvDfsPMvne=
zhswVF|9-vh?z+%7H7rW=&8E|OXbtz=WwQi3&Rm>*RG{No!)d2eMpp$6bl0BN-QKeQ
z@7sLWcERf&RZDc3CT{VZlKOzhl4qm-z8^|eKW`?s%PyK3bK<1utXV;B=MGO)c6YP1
z=G^UZ>p&y(;kw^%!@u1~iG+4P3|ZbJ<?$S!m6iC7TPQhwu4i-RF)!cTu*)ZHJ(ze^
z8m8y}d^(-K<KPm-Z=jLLKC4$NG~TN<hrQeL`CP^kyT#u;TZ`XpJl?i;+byjgIon;%
z*NyaDl-+tdzNx=1jYQ5}VQXa1pB47E5v+{T68m%Ck7d#2o>axunPmbBtY_Eleka9w
z;EOl^J(sw)bC%EN6ujH{+)a6s=WUnoWw(+gw$D|$<MY4bgkt-V*?*>hYg9483(Yr_
zE-dwPw%dJNzJAY@b$qugW_&uZWOn3a2RY6O=h{om>wg@UKeWKH`IMR9`JY=dFE4Vr
z@$`sdb6^|4yqurS$0G;2CqiO(Eoit<_x+;Hf~&tind~o?tG)e@^QM?TVLOxW=rx83
zD`@_>u+aIiXn2fZ<$r<Rt5P3(O04JC{dyV5^e(G^`yOy6zv6#D@7XWOYaz_Bc@=?|
zVhf*Ybw6LIyZ!!K+jfSJb!QST?XUlTX!^0;F|YUBs#yN}%gf*pc~N7JrPC&`xhQ@%
zzC3l$+ikbo0vEfLdc29v`0-!tQOoTk((iUYpO<(ub-J&3VJtX6qdXF(&5X4<>dY2h
z@o8Sos+X6SyDQs$zgPX<M}p&;J*ZD3=q@vH<(^j12$;&*v;|&sEN1%$-TLzCs<zaP
zO?Qe;i`tzno-uuOnzf2T<2*kH{-oLO7+4-{K5sYs=bH)v@u-Z2XP)Y6H0}{lIB2ar
z=jUZ`u3V5Uu)@w^MRv{lJKKwn^+-N!6^}b{$8Xnfk&c;#kpW=0sVFpBacBs<ZU{fW
zP`>U*V#Uj)(~ZI#*(X{UL&{o^NhY%!m^R*QIen#{{o~Z|IL*!5AE()La2@H3xdZ7{
z2u*N!%&8$DeSXVjDf_=)E*n&SdgAb*E-ZP;%bL$;r*GW>DJDPzY7S>vL^@0tul{?W
z-|m;jo^Q9ZLqi+bFAB~JRouJ*94#IWOr}Bs3fDN+%{%--X5YtS(xIV^4s*)yRj#%=
zb_iThfP3O%Ok78zR$Q$-Q~&St{0zQZYpzakk!bX|XMy2x?<@X1kEUn_d%e-z+d0$t
z*}Up^m#pt<fjdMX^Q3$n8gC>lh+K8J*`oB-6&=^bMmzz53Teku9l=%pga(#ZDhnLe
z2q);ahieObRJgS_hC8z#+-Yaz^jH9M2@g}@tu2`|vmF(TVrN1UD#-XKM~B86T&FsV
zYkoeR{&2Ft9q0S~|Lc;npSrR<iYY!Dx^qG`xbY7To@NdW0cjSaY*SFD=g0T`|7G|6
zc+|b7y#+LE+Bjq8G*+0}6`(pQt|?T`|NE!v_j|*y26DJOOG26@&<2fMIa(I-*>qez
zB44zE$&m4aE6hW){2Ur@lpHy#?w}ARTz}#shl@~ZHpsQ02=`bZ$|BOScEKDAciq@C
zXO=kWxgY{{OH%{WM$sw4&kr<5<nkynO`LcJQsaQe%Q9FQS(CIi)XxQai*H7=@Ic+^
zWy*SX2cOTcm$Uovp!ren+%<{<oz8DOkJViDxBVKj<LkBP>Py$Z?e<!b#uWei*7ZYS
z(Yd0aHp8sfFZkH~=2#elCI<d|-~V5?X72j>zpoR2zuj&g8`0RoE%ahe1JlN0H(uSq
zZuW_63PRPBCi?sVHUHgZ3SInv-Kq=cyyBAp8iIJeX0u<vc!&O;4^9^UemrLWcyA-G
ztd&X5zMs#yj!1OO7dqjvAbsajBZkZ}L6)Sga!1m(pZo<2^$8A>8sv_s^or?RzjX8r
z$Fs_3Gnccj{VW0tx)enRzsJkx*IAu0zh46y*Sx!Kxj%o>wA~9DQw2JV)6T3|<yNHd
z?aPius~RFBAbIeD3sZ{n&Ie80huEZZ1o~{h-8is$@9vp$N5tYT>hJ$!WbmWu$F8iN
z%x_h*!1>_tyWQ{QKwXfmfXFZ=+i48?lR%B>{=fg~3OToQ9r*I{^5LoBagu&^KcAe)
z{&97E-PUNow1o~iS7l8<+ib1i&y<TjWBay!e&B7;aLkwMhrFMx1joBVJ4?Za3rnl-
z*M4`cU%&rf)s)~L_y7MZ|I+E+A9<?akjZUOYCKTEWLJ1^g5v_~Sxg&S!?%Vtu1H_d
zDt<B;G%!2CA&*0WM;$s1R`9S@ysi9xt+{#bV#U4H-}yl8v~{<xtT?72Anj`8Y|C+k
z-~Nw*^T|g_94@<JOd-kB!C&cs!i3~LOSPEdv!*-$-0IffR}oSF_iORZZB^1w6{c2k
zh85a$MrR9llo)CYtY*j!1Z#ZpiRE6^>$L?ZRi{4*lhNDppeb?f)@xj+^>*h>Pmg`Y
zts&qYn0aYilugH(gLhVk>pxG*yJQNTVLBntnDpo0*Y)+Tv8R7#-~I0!xAD^{?RG(B
zw<jAbc{3-+p5Z+>W37-)2WUWU+oAv3t=}gcl!B)G1<M60{{4J@c<J=GS-U$`XI#x$
zxpZ3Brkp<?+U<F~bvC+e->brPL@X|f<<W8Z`k1Sd9~HC&Ry(C7a(XQ27GALZ>D=;r
zoagO+=TtnKna)+OzyD9smD!tqy;|)aTb;drZ&^g<(y3YJK7mHfTVJo+t#@JSOtWYC
z_Y&J>SFM{paqW5A?=d_6d^&CY<k;)m+w*UvO!htW>9qcQyScA9nQXLoetUeZS35^_
z>KUWcI>P%t_U60PuU@+?O2Q-~pu|3==Ht<a3!3@5P8rEt9x7V5^O=^6wElysbBt2G
z9_%vas`~TeW1!yQpq0-jUC%ma`JAU)XOoA*JpsoPD^jbz?b@v=5M9xlE!y!XIRlgl
zc3CqXx!S@heCWhP<-?)jv7!<OqfV*$&5__V_@*c|V{`5Ex#fDATwb#B`O4d*FFM#+
z*Ug{Y#-Y%9YGJ$FtUGsJ8a?_TzW;~o6m|W`88^)`9>-O`oqFfagj5#3L+Y0QOPsaV
z1#q6@-X~mG(YtN?{W@!#4+ofA<;+`d9%Pq~5okR5`J(o8k?cFh6+b2J%rx7kyYtDU
zi}JsB{OdRw#3bnGA$M=>_Ip;bzWtHm3fn#eeP#~H6)%=)zHun6N(+>Tbk!RIc0ca3
zR#F5_;ilTzCl!K*gTv!%OMg7oub=tTf@{*@ywkeddH8L=1pIg%|39kajdcDV!DD^0
z(r2e^d^Rgv?5*~8qtaJb3f^wL?)JzmvMpfY*K5)GGPPeWHg@t$<@VeC%D9m}zxGga
zzwNabt4?3LzTAKQhVS>P+XEN7P1Oy4&1dn*^4JF<x%xjJ6PM2|(~6X}ES~Hm*s&)g
zWn<Q<w3X|3Pc59_#l2pGY2%gIUQ5*!1imVSDLt{{^jNT3_`v7V&u7is<^TUUzEG-A
zqCUSaJb%x}V;gSg?RNco<o4#8M~z2Tw+ndQ1~u+L;|M<b-#G4ohFSkSGvEL6!Os)}
z=D2h3W(8QDU3;(8Y2%6Vj_vP3BPWrCCn^OxY}6-*o%=jT=dh8}q=L4fwiWMRo{zKb
zSo*F<Eq8UOg3y2Ps)ZMQEENvI+-^LQoD;nz`Lk`pnAvzZxb^oGEa3ihR6M?CSLoy<
z2FLGDCi_oYwdjr6F6GWln?D~8D;rMg5q7V*S9(46;h~wFvp!x3H9A-Q>*extk0*Eb
z*Z<$}d|q{1e*N#;Q~Ao{n;5QF+}M!Vm>#ctd2NyJW{LApij3D^khMK;^EqYZvfI-F
z6}El2^l4krTK0+Cm06Rx^(QT#)W8zu#gOQF-JnT7_ee+Xwwq}aE1Zw0>Wby7&#OpM
zF?d|-c~Bz%^_$5O+Z3JKT;?4yK4-Cbg~g(&7F&7EZY+4yBU$1e{Op|ddmXE3nn9h3
z&I(yKIX@^lY%dafT&4Ua$yw&poi}Ha+I@Gv%V0_JmseQj@aBzP)`PmdBVlZU<{Msy
zse;-J4_Q922wBe%3!Bq%aS@M?!af21q+1e8Pjx(KWM*%>>}RceYI^v)#QApHu2?ZE
zmfcL9t|2$^PqnA=w)ba@&-3j6|Mz|Oqq`c-$3KF4*Pu!DPZKgGu*4l!?zh?Wq@i=s
zq0)61M0bOx$d&iMUZeH-VaKb`@L1F0pJ}2`W~uM)^e(lWZe@P{k)(0jlv|>?&I)Sm
z`={vM=q)e#v;Ot5_-%LN*G{tD9dtXZQh8m-{NJGJ;YlOI&UZ63m2-O(?$&<4d$^HZ
zZpOW<iF4<afTq|FZOOc>q#xJL6q+MpQ&C{?WP<Y|Mj@Ul9leqp{{1{(-*#GWw@z1a
z&-Tx^|C~_nZwdCd-ReB&k=E)pLY;?Q#bZtM?rrf;lCJ-<Sl)E)Kb!D5b?cM_CO3zj
z+B$dL)9?4|_uqN<V(F6Q#}&%nwd;1Dm%S?V;CPF}vn<_g8`rI0qvDu^COGWo_)y>$
zGx4@T=AV0OHyq+h?6>{qk+*KgnUM67$CGw%kUN}xWY4Z6&dch{Uo!1~v8elyxBlJ`
z3)b7`Y`@>pF!fJ-e5Q5j^f)W2hriF}*BS4;`BY8dK($1BUg6mfX3N>vPO;KG{vjyv
z+=}HPdPj?%?tWaxnk2qs)l2zRdKXe=Yk(qFsqy4w^>)x$oU^1&-t4?xnW4rZAEZ6Y
z)6<zft>&yb(spleb^F_GxAk&1pEYx>t~{tdm*?&o9c4XGZ<9|h;1g5c?zh`q=N((r
z6_csam=a!Sx~T8*GXME;+jKk5=*&B@NwlO{mg~rzc$c~#n^^8V`;&dc22^snvUt4d
zdEh1eu_QWYqia?1^4A>3Y?D&XMn<f3O0&9Ie!tfF|4iixlfT`oe($<dDu2hrHjT1R
zEy8{pQVNX=ZWJ8mT|C8X=_9qtr91CPFmdeVxBH>6isxD6V>ZE`f2JDG+g&lGdXuI=
zaotzJj>tPtE&ofI`GW$zk%5_8pyTDl(;PaxI!{VRbQk6*r|ol)G3b?FnSUuxWm&`F
z;L00`?V>H7cfyu6TEAMcc+nJ_k7o9>y&EE&TCA^~XjJ7oGSgCRcJ<3Od*hfmT<*KP
zUi#vr&;*Bh92d5JKc&51r1E~oeJ5^Rk+W;hypPj$`)6a*;lmideqvI4OpVHYKdHsj
zW*(oO`D2pXq1=|oQrT-J-g#3rnX|z55u<BI<+^BPp2i!O=NfYzal7N`yXNrr8ES{N
zW^sBf&}ESj{qt;gewl?i|M!0@^X~GsYUMaY2s!V#<fR>|F|}4)&eJV;{kB_KqWn%X
zKy!VGM>+&WPw(9Pkwu{6%&sO=FNGrctG^~)`jLNQpOk3F+vNE#&u|^_nW3Y?$XTMu
z)T7Y5*Y0GRah6D9c)#IqR!d&#RGzwp);s5fPwM0`yI1jeh4rla*=x75RNPdUuXgP3
z;Xk)}4Oo*no;l_mnS14k)sKUPYE#viw!O-8ZKzOrbjxGUp99SNE<0a#s4ACo#x0#U
z@4Ak@`0OhxHa9L`>kv<RbV2IsS&!cWveJ1w5~pnV9lrlp=&q9&YfBF>va_(A+;V!x
z{#h|SPp0NfRXnoq_ucnx^Zz_iUu%_m@^gXw-mll9FWSwU`gRYWs`QOkb1i}5x{p5&
zzInNGMp0d7PTXuxg9nW-FL)%KDM=Sr^U=t<_;h-_T&cM3wi`(onR9=9cnE54z54jk
z)pbJDo<pYIe*I$e?dJW{iCh14^2C)(U#(lZ?uW#(nB+9^M+YZwF5B>b>-9M9|38k~
zAKLYL-R*68o=H|SH%*X?k4in$d-i{zHLt(Py~Ch>Viucz!;y_?TfG*~*nI8c+|w`l
z&;Put>JipB<8yb)=UZ+K@)b6%_kW%%KXlPu{;s3UG2X>8hWSr6+%7t;yI9Y8Pj6H;
z$CU1mkE|5sUT-XVwE3FV%J=_%zvo{*r^t)F&|@xWB45I~EN92JTiMyRt;er=G<-4J
zBXg|H!DUC<Mz=fJk>@T?J^jM*%+IUN3b%Bx&FOAYZ`l6s;$nCApBp+1lipoXbZ#?w
z-g50$0aFFHd!J0C3eU^5B$t;~uh$4ab=m!X-|t1QWzKIq@FI9mmr4q#IE>rmTahxO
zzx>XQ!i#mMl$>ThbY4B5!B%<cCgTs);rSlEmLDUtSA)hZGUU?SVy7Di-Jer>Ei$m&
z`1`zTQcP!#P2QvT#NmvVK<2{2wyEnUGi@}QzwP}~cH`_v=eL<}>o$F`^Z7jPcDbsI
z9e=;wUOde>XyS}nZqoTXx8E&`-tlVH>P4$0KX%**=(y%SOY^*+_1i54pU;}Ri(cg2
zanViMb<z9i`@g~#7VVPWd2RpCv-ykiGIlNgp!V-=etmb6@JlHl=~BVdZqrTWl;SRR
zd`^lowf&VDb#?vpZs8|US6|=sRr6c7FZHPVh1$;Y2}f>B<<VE3_hz!6mFB0Q-$C)6
zVUNE}{BLk>Y3Gf{|IJoAJh^$QHsaKZ?&&kU#QyggbV)sD;=H$e_Ja_GuwBeW8~ht@
z%;^>==RW#q!hvVJ>1>PEZ#t#LYpcl5m)33Z;Q;gD)$8|3T|LWxvgow#a)&j|CXFxu
z|9NiDeR<AD=kp$yy7l+%IIQ9Jul>Ux!vhT$*DiMJ?Xo$>@+H3DAZz2#qRaMgY-HGY
zr9?oLY{9RW%h~0a%I}tjn~1-Ut9~2me%e-qse;q{XxGE1y}{G2cx4^ykqnGUSbO~V
z@rz>bHX5I|F}^2KTeSYm>+AYo=FjYV{%-esy*H2N9eG@H&hmLnGr!%A4SPko@2m!m
zZfW_+UVl+GA!yme#YeL<<uA(~V=fkW3Tjb%o-bLsYxT_1rB^=o+yAS$QUCw%VP}3@
z5!LkPt($l6mCz9Ij{T{YtNg5Se^$@z8C!Ux9&^-uyP5v*AiKQIuZQaQZ?4<@?$(aU
zf7Ywngdfp6`e?&L^%o08h00sp&E$Fv5)L$I#K$fb5x2295!!y?@zDl$D@C>v{!b0Q
z(n<|KE7tG%bZUikceaNGlT!(J^s0O>7gI%*gvk`MT|CMC0afwSO6%fhE^N(?TK_TW
z_<y}zuUnVA^=12PKAp%oHXYR5Wb`k~QMvF;PSKR_yXWej-}|Ph?+JaLf4oxQL;jwR
zZVy|Vo~!)d9N9a4O3}*hijDsKZeG`C_ar_k=Qv+lF5EG-c15Pry6dhD(pq&3QrCJk
z&X^kVtq9aj7tt5-KYvB%z2ai&k7|GZzOO%j&%!%Rso{Bpc?D1Y{UC2$(X&+-Zyv0$
zF}q*$*~##c;7cpL)QYYdlc&3!l=#1&!z<}*#I-E-1Bd5iPwR7jvdiw{5n;tX@wMN0
zD&#AFI{&$z+;PSJ|IhQXZmgH{oSZ-C7$=`{WS6~?XkznSIPQ5+=YiLm!Ty%hvdb^J
zin|8O{`=Tpuk(AWXRh=1x}2EV>ucX;f6Q7wzoje0tFzf*O^Lh^m*9EEv-tr#-@Wpa
zp7fXr)cKQ<)0(??>XO-qeZ$}Bs>fdYdX7_pqa(7LUB1A@cu)HgJ;C+IRz$A-$TDeT
z){z&Na_2vNE4$v&NYFU{Zzg}>rmaVeL9Nx+3(RsH74rGJUM@>9oW5G+0Q1y{n1A0V
zwLNF^e{1{w&g46DDkaYs?Y-XiyK#oIO{3@I*2bOF1Y1kif7-q0<+9mr?`z*zpG>-#
zZxeg|shh31XxUO`#&?Wtofk`O3LhQe`+f7k<|(x&Zv?DkU)ixqifQ6~rguk!+8EY+
zx$U6Atk1aT$%OLF)_tNHzRN^(w_o*bm_6&=*)_-bh4{DV@b6nw`t3>4hjbSuxdk_7
zJ+xKXH_<$v>6+#8YZXjAX3Mkr^Lb;>f)-{ioBTk~<JgXmOl{8>P7>7j3Rn8yFCmw4
zr2dWVijp<IPYF9HOzZktoBAx{VN}qu4+icLj~v%rt!P}%H_2~#b@hv=e;51fL@K8~
z{w2Bb%--YsmK;_3e281$C$G$snX%4Tu=C4@3un*&onU6O=ZWpoZc8&3CH<~Q-o%a#
z%3qdDG2~GF89h;_xuN#w)9H)<bYGok9_fE?x@d>)9;e7hQj^X;d}#Xr&u4Y>oiXf;
zkD4W>&N?&uYQ}p-`v~><HANN=TZC7A6TANLYSo>E9j0}6!ea`LZaAqn+vRRxq{4;P
znLcV~{$D@P$gC}QidkXizmDlPaxtLAM@JvuiJZy6|179;nqYXvgH>OZK5hE2-2U&%
zb<;N$-921*{nI(?_c33V3P?WPHLJ1_wCHV-BabWl&Y+15|8Mi?9G0tmGI52t+RsI2
z|9>#O9&`EO|Nj4}hs0KG^on!ewd=8D)TL6tc{Y}yj?~4pDoH8R@8!R2-o}ACx?BnZ
zFE5?SDoGCE+I2pv|EZJ8wMTQ>4g1}y_&=I`NN#HfEdj`7fA3u5XMfwhA=_nph>UPo
z`MiU=+UxfeE$?-50gY?7ikKgn-Y03iOmT6lwQZ%j?g5QwpcO=~w)xh(vdt7|pC-cg
z(&%KVjaSFU^m&zPJ9n;1-NjwmsG=HrNkHf1x~EU<rU^<e-8Ji`IDd)a7T42m3YHZt
z`j0^K_ZbC}i%*`6_R?Cd+-I?9g?XQ&{}K7H+h@C1_*B<F4!h(WkXN91`*^>+yl83y
z&*jQ8_h5x>A6A8d24tssv0gl+Rz5rUqVGZG_H~Unq@LP7aqnpt-pM<&NZbDy^JjMZ
zAC6xd9xEQd?`Qp1r1PfD*3F{1jxt4aAGMpFTwi%(3A@*nEN=d_SHt6Ns{%I4KV-W7
z`Mmx9kizY$Dh(F)e?A<x-ox>Dui}4&MKbH-EFYUsJ?PagQ{?gGf9$%L^xH4}p43kd
zG0fDyx^<3T@VeEK?FVGb?+8A9eMYP7a_RRir83Gb@<$fR|JfH;`}Jzzstxh~e_g+*
zu&m^}eV<6&w^gR|);~28`d}TX#Wv}N3yYF%Acs#~@b2uQ64s=x<sq_9e;Tef(b9@F
z{jV|AEpqAU-Ep%R{$H?hc`>b{cYEEZ`%}9byH1yUlU#l}(dDs!{jbY0eNj&iy04Pm
z75doz+H2XTHzjB9c{|^#H0#TR&dF0R+ui%q&L=x-=gJC=7w7tVBZBu#JhC-wt6;(c
zhQ+5iPb;J-WZEncd~l{?^S!FquEx(Ud_7Y(WAb64e%t1bj>t8k4TUm0-()cV*Z0)E
zzIBey;i9GM(k{I#xF1`1RP^QH7=34kgW-NVrdqWWu&P<DxF*oCWJlNI?#aiMeLBtk
zzWpj(e?ho)x#Z$>&|)}Wxoc~uf%4v*Jzo{VHbwnWo4R$+Q!n8MzWo&&pV(V1zMJ*;
z_%rt=tB*Ab1`?jr>nuJtAMR)OoVv3w>Nm%PC%>*m=l8NW)Xe2b1FaVbjbmr)eyHhD
z=J}D~pz+$Peht%2lYZBI-+jMzU+wR*6&=$h9|`u`|ND{gOnQ&^k$IEqI*z<J(tPw7
zbNz=02Sfj!H;nrBX7l-X6RbCGUib9JoR8^C*QLdsI+1aq<4@1WpSwP*H}%I%itL%r
zV{`HK`u%m&9=WEzSo+v?<CO1$?R=8@6^##FTmP&)v*&1W^L=3#9b>brMfVoDJ*jYQ
zym6>|u|tmHoBwmU0#DTJJ$XgEMDx<#GY6WpcpD4f@BQv(&vis<n$*ct{9<vuyH4!;
z|M&g$8tb*+_Doyf%Mcfr)Y=i-6&&{AgJaB}C+hYqcLlNd7%3Vuem=8J@OjFbT~7QR
z91m71i!hx(Gb?*t<U}u>PnTOcm=!EbO*hYY5V<V9vEtH})R$3y^1<s?&oq0yRAsZH
z|L1$lB~v4hNB3XfF(qBU*5*;c`@P@Sy;`ae$^P8ypTGL|!nGdRM?FgCiThla?4Psj
zyXMTh3Y9VCkzoqkUU(_-eM|{S{_{Y!cw1=kn$-XO49%PZS)T6|nHnGbh_bEzlVPA_
zmHTIgVOQUu^b++{$v+d;EndAwSj(}7Pt$c$ea{>3b2@=%zduy;`kuIHU&Ty|EkQ|p
zg8p_mAGv+L?%QUk4VH0o&u*)ou=ReExa;2*hZK8el}CEZODeB#7Jl$wu<`hmRE{4y
zj}+F;efRR=;r8iYosK=7H2;o#MeB_7*1A@k%XHOWC+`djH@<tlV&0kFS<9{!%I4d8
zzOt5<^)dfq_xp`-t76F-)!Sk&wu(+1m)5xLo?$oDtSo)@UhDduHnrQMSe268R`)WT
zsjN_+yfR2QlT+%huETY)dxsA5S?hdxe}Dfrw(^CGPl%TvKl7lvZcgO|wcZ7}X%kkK
zrN}pZzLDJD%i^@jPEPE0?)F%d&8|h&OH*0i=x)Cw#AorK!6{1l)xzB!A})Jst|k>`
z$+GP@5<9y>@MDmW`0+XCqiR_`+_`wS=X#s?TIu{f8x8K~t(>LV-#(+l#U*Xd9h=Jd
zBL7QsXPCI@3Qvzdl`P5K9~Gxm$$2wt^;#ywRTaFKkJUP7IGGxjy|k)2Wc9N7hpgq}
z9^*y#KcxJz(=R_FBUI*)?`wOkn`3{d__;HYCwVN6Y@5c-`dIGJ<R7Qw|83F>jPkFJ
zu3W>k(REAZg0S0L4><cYM*L=d)ILLE(vuUZbvzXfDZTkG-@J)Yu8aAxFv%sy-_S;f
z=f;7{&hK_Exwy1ne5!nu+s{-(rk@|b#MS+L>Uwl%oXwqn%V#qjw7PZN!i~PllwJvJ
z)N|?ireyR|Y1MV@^Z!+1gHAH)tDIf>_qc3%%rv#AWx`BLv>OfU?|4_d`RHfNE5Cnn
zONW5@G5L>2I{x1f5Q`Mbef;+M|80`TydSLyTs$kVw14H~`(b;kc!HeHe0K8UQNKQ$
zv902LR_#S^=O^WC{!034fB1!`d)?9CW2>59!RdJ6v-|Xt#ph<{x!=1c+M&Bk=_;2?
zUPPVBN1x2Cf(j=!nG7@c+%?YXwK!PSvra`WXvy^(x!doqI=4Uc{LarsI{XorCfuq2
z|JU{8@}G{W0gT4i{yY-j|6<F|J!?NdKL1Aa<vP2%EiaXx%}O<V)cnDs;GM;q263ia
zm0vEpr;E*;dQP<5Se;erp3<HUjv%(cj9%r2>uvu{|CQZHY(Ey7;~U$=;JI0_HKjXa
z+rybl${Y4aC0&_)cVF1`e4eE4j>~sX-sz3(H5aiF<q%w3#njOpp7zYnr(eoN!KgIK
zw#@;wf^6{*)uixMzUQLO@BCb*v(aM10q5x^&lVk9Jk8GvG?LpiA#dMAWp^>QiAPc^
zER&8TRIR&RQU7Uj)r&`W^Y{N<G{b0}{eSB%{h9p!HXo0)bvU0p`NGxaLXBGQ`<nZ;
z-&M_bg7&T~I4u-VyXD0tLH@~aUcGs<rDBIzbk4?eT|4*lFxpsxRz|b;hwNn%Jg?X6
z-{JW2SIY@u?^WzAk+(cle5dQ(J^r+3hqF!H%ajvG>IBujv=nEA8(j)~a8xBt_gv{o
zZn2G?M>ZI0EZuCSb#?wd_t-sqE>4|kvQND^%LFv|b+@sBX`^fSM7?KOEJ}u^ToZ2T
z^D(o}_@$R=bK_;+nz9croA{<%3q7z?b>&n(Jo%Vye}VD`>${~sJBte2-zcA#op<uw
zu58QWbIb2ZE}h-6x4gnw(!izeP}Sa}Tb52SjA+$6zohW|#CL25SAk}^Uc6!v>CoNP
zR3Wh1^Kv8m#Ds{oW=uRG3Xf|qeUN+f*Zcg92|AC9a#=bAQ&`HY7(C{rzx(xiz5c2l
zL3b2A*K|s%SnQpoc%-9r$!z;?4o05^nA2w%>E4~@RT{dRU(kyu?UKOiBTCn1JyVaI
zei}5Za?AICqn7S2CL5baE_);WI@tpoXS9YKH|pSL)Bdo*PwLUaX)k9?D&0~osV}<d
z#ohAzXRnAnGI%_3&qu~5QYwWND=Xa|8=dq|VwCjl`o49J;RFW9<37w4|0c;f2URKD
zcwyAX9((bx&-J2T^-LfAt{ZS>SR1=Z1-Z+ld-*&7t@h}x%KfI{>=vTG@5dwAStq{4
zY-vAe3Yz_DT<7D^cw^D(c6P(R25U;Pk_EIcuH4gq&|&Eje$DU~yWX5Srt<NK{iV|A
z)e~*zRHkp1Vm3PA9_FbKB!2fGkJiFm(9FuhDz=P=50iIkv8eoKFX2`$nS3n6wdm5s
zOKNjB>qYiGjd*g*u${+a;oK|ta|%!V{P{m+iSlB(%Aei6aZEwU8K4l_WyQ#v)V)q&
zvDQbu6jR%dNY7Fo_jx8Z>6wSEm!_-xF5US03Fqzl|9=<%@PD?tuh%BcC*3UN!~_j7
z@$>PQPJ38>nsw3F*Q?vh?Yhy&r92ItuMgb*H}`#wx=`L!wxdg4yG9ss$sP>v6+C~c
zuqUH``MpOKaekBT@1A9)tIf#iq2LeNBzN)Zf##0u%H4)dlLIG33Nxp#+^jw|(QEY+
z=h^T3+`0H8tV})qA6@Et-}NA>_Ulz|ztnc|iR+Su<R?d1WmY_vcrht8jAhrF^LD@A
zEXwW)pE74k%;T(o8LwYlTs+zL<er`tPyU-^-l^_L1Wm^~gsU%b$hjzbq<KcD!lRiU
z><6~5n0fb+$q|KRkNH2I`1bnx`skYdd+IrDwu0AK-<Y=Z#7y4iAIFyz=FVts+v&Sm
z;=lWuYnSqz6_&9d`cUsTM`J!TMi1yc6N|NV@eXV3cs^le?Uq{{2WGXGT<Y+Ct&{4t
zsU~iE=VFz)K4BZZBbe`QJozL1Rf0)*)SW56&n+qLWS>4od-A<|_0K|*tKV)7pVGZ)
z(u~Ecr`>Q&i+PzPSIm;MvRbQ7a>;M-+U*OWoEier1y3syJ}fvlOTJe`>Wty4t8NXB
z%rECmE-@@`|6<l*x+`O|l$`ahQu*317Y`{`ET0+K!gBqrQH#9Nl%EqkBb&c(m{K@D
z+<2;7se;DwUg_%s`m)VFt3>yI{H`FfB;<tC9Fh1&iOHXWnS@?+fwJw6ERG{tOwR>7
zSbk@36->C26E#6VI{d9e%dK<o0u32=^?fXxw0r`iYNqoH!&ftxT)Qf9ePT@KTQe4=
zdpEXxY?`$1|E1Iz&^qA><xIyEwmsmw_;hBdf>O$f>(l2gUC4U&joI=8!LxmA4~ZXM
ze02V`DyEMfkH5^k8J8EoD@X47>B^-){q`(@Bw8az)+FwAai(%Ed)k@V`FcLB-nt<3
z?k5or$D&uNXWPprxn)nY|M_IH#{Gw&5td2nDr(<%y<W$ie7sM0r~P~Bo#!hSdP{$g
zx>hjh%f@w}{fZ~J8~gU>Rc1z-XSuHo-1>B%Tx^*3+ATpl@8+F%U?}wXo_47sLHWwo
zYk~@E&#qiPFKXlNsY@<_=96}(6lK2Ce8hV>%+F%kY4AoMh4bL>vZ@HWlo@_%u9;k7
zRNnsE*6IPPUZ3Bw;oMHsO)Qn1`nz5%`fww;KXi@Q#G@Lo<Nv-2kM%oH>_73lLGGRf
zTawJCf2jm7tG?jD#C62&l1{L=+>w)$)u-Q#-ZL|BV$Z)TS?UKKG=4d8C2P6Wn!j)4
zIy0o~>uN0C@A=%7V6dY_@C0ZU<ziXdzMWsMMO#nN*P3#8YQ>hKU70;SY9TJ5EdUp$
za$0olWDV!%e{?&4|J|1}Jq{aXTv(7dv2W>R{o6;FI3|AK5iikSUaV}kk<)ft)}#0H
zYCfIR5as_~duhk^mws*zLC@B1zo+#ktuOOgR$TVlt%szt*96{}_q;Xer&*@{y~AI)
zz2@z2&jnc)(A6M!Bq&5`M=!gYrvAO!?|1#OQ@?zgmA&p}rX_cXn!_K(;?HVpXXX8S
zQm7a1t{_%*L|(0T<rmP3jScU1y><)!Xs8=k6=HdOPR*y251aYzJmhBGPW`w3@<Qbb
z{+FyTvOM<}bKh+9bYRK_Z4EW5+QU=9zj?{t00pyWNgoRQ{6jhF(}WchcV3fWDiOV3
z_xtU`L)`j0R*Z%VE7-o@OrM`&{r%^&+4*wYZX|UtD*Chj4rn^H$M~Gat$Ei)Z5Dd!
zYrI{OUD>HR?L_wE-03VT3XNx2L^@^$UJVmCe|2{LzMC%(R>*y*;+3=6ae0&23ZI5`
zzfz|~E^}67IkUubvQ<vG^Iw(^Q|vz;5x%(M>6eU;Pp3ue&C*q!88R!xkK@>vkkX1L
zpk?u(4Pn2euRf95F<+u*vdKH!<tKfF3L}|>UaSHYmY=3Bme%TaP)W<2TYBx~g#GJJ
zo_#&-sxb4mACJ1-A0@xKva<F43Ff~~r^oZHUbD$7F}ghd!9FRooCt>{M~~^K)c*R?
z87}?l=PB*=Eud{~HoxC&cKxczu>bSi_bm&Z+r@I9w{}DvuKj-3yhqA(Rfc@2!Dp`K
zt)Mo^qT0&H&iFrRXJ!OmQE@4lRC>`5yh*-9k%{YwTD%U+qu1;A-+LKZ_5GdfwfOqK
zey1Z9q#G^ft1Qk;R^GN_k5&%@gV1)+SpaW$KA+beUVTK}_|u${OP;=e*LA44DfY|R
z?s{Rfq&hNp>(xVy>@opcY~vCYE|%TS6_>3(Z~Oho?8OB=>~a+fQZJeUbf)&~3fSSx
z-J-qc!y#_jbA1Zi#TPJ(fwmvUPH2cd<GU~8h-T@vwI`V;DAd_>L?v?wJpb04U$c0H
z5zC{?{`Rq3&QATsabc^^I%lDz<;%^N%${F4<M+3>(ce^ha@-ugy}G)31<%Gsp!McI
zZr}eGw#8Ood&~Qo>GL$R_?j0BJgNLzC1!d}6x4{CD-fVCjqylxf1b)R=GE!9*1WvD
zy#4w7`h902|K%IUwST=9z5ehUc~SnNbXTU5Tq6Ue%#N?q<El=Un0soJ>K*><U;it3
zhDBjgpl?ON$?_d<x7`-Y^<OW*_W?AU`ex&CxtFmQ-)N=JuPxKtyKjk)QmFr>4;{ZI
zO;>reiACkYR89>6;qd;v#o(FZ=}9U|%0fRc#)H<=JF?4)sQ&k5f1u9yenZCrl@41;
z_Uj8ToZ+pI*>)>yb<plRVakj}ihL3V3l29h%Dn;YrR?2W6)}lH?q=cRW3K;=PrhBU
zUa{`OgJ%AB6Hci`>cu^)&ppy1n0Qn)yvN*i{+=bazg{f9sH6Qy|LIYW31?qCEfF`~
z%W(hKwe6oS`GEH$FVJJ+I`aSFWA^_o!hRfw+xhuHQz;dXd(9U`XzV)sVbX-E<}EVz
ze;)EHuTK(t#c}T3GAU)%)2~*q&--^+$6>Wj^N#xo&AeTGPHTkkFT3i_u)gZf);WF;
zUCdw4t9~c>>-+opKUF%M;|@venPjqO-;#3&y=RI)maBTPu)V8F>_r@?2X&ZBd(DLD
zX}9=5(N!uKpm6SpyZHxR^E($Z|C!2#O|gE|q0AK5a*ike>fi78<2OqD{3S5=<&uM-
zC{trPvX58NXvqp4{_=I6R&ncAOwgVyRPphsIP=~8J#l_g`Zl0R!ygCv>n7Z}^RlSs
z&iDQQ|MI0uJ~_JQ-1ocX@$I#5Z#ZbpD~XmcJ)cqdzyEfjtIcv2l?yyfTt{Yxbk4W>
z`{lB+>Si~ee~;z=bA-nfx*mP)_+5f?lQyTzqb+9lDjxI2t?LrqZEVcA$BL)P<6Lg9
zLCQA%-7}4o-vkJp|8ds*zRa;c+1rWo^Bi_f^X!XVdvxCMpw4CLJ~IS*v((gf%x!xv
za&VSNM~Bm%rJ&{N*0Z1O1TD-nnc`4b@8`VwozzstA1{j5sQu-v<Xyk()vB&Ip*`)O
z4ZjNC<1`;Hbeb-5H!JEh$Ap?WHZ>}ReY_9-wm$`Jr^(N{r5=0dPO|6YTa%fVt-e+B
z`K-9=&U@AG_gdGmx;?r6>#oJO+xP#KO<BF^%7G0w1&6CWyyPy0A8lJ+wYb-et7p!2
z(E5lHaVFb)%_k09&t11@bNA^f2}e|yHD8&0T+vDEESuwXBV$jC*G`k79#8LdPBGD~
zR7*~ddt?1>hq8dtg&gNA4}87<38o+awk~U9fOp;Uik)GF5}Q|ql*{e-Smbf;_>!;l
zU)sLO*;2M?54cCLi>XmgU*Ka%h_R97z7=P_72GL2?)v%nvD=UQU(K<pEP9gJv0c?(
zJR+eHyct5-eDdwsJR3$9cK#2tWj7WEST<|DNJ}%Aq}I5GMZ)v!=_k$nb`cgV>lHOu
zaim@Vdq<tgHcsJ~Tz8hf*1hGc*YC3u2>Jixalg2%AH)Bd>GL9s6u2wzd$cz0IP;iC
z&^3O^>@^q8g7((2w^ZgFnHXDsxAfzx`9d$IFlesM+x2qUqKl`O1Sx%P1g(r+uv_rO
zN2ZDEHZCbx@r>zlphCoay)%dT?QLc)Z9ec<w*1b<B|jVlCS7{A<+2~Q%JFMa&JB6~
z&yL@%d_I?3J*CQmZPkQy|H%&NEH6YK9PPguoAkJThGUwK`U-I8ERUsX4|t{I;)6<G
zV<MQY&&=wvjM)Eu@B7jZ8bRjsyxcAuMO8gG(D-%Ex#Vnx2Jwm6m)FPdKXkFgxL?wE
z*@kybET;q&^tJ9eyA>QireOTZ7QCT&mog~GJzJZ~J1w?W@#-_b%)QiRq0*@L=)%e!
zmr9~G_kEvcVfc)#uXj$z5ydhy(WIDr=jVAg{Lc(ZRK5J`NFw){O-sNI>;pOQ$)ZV5
zrsX|Mi_qbl+1dI|V{I*q#7Uo1($D_&z6Di!i{1PC!v9WjU}vh}U%&s~uZ#zh)|}pv
z$-Smt=j87`OaRpoLN6Avh;$h1%T%6`czWx_6yu7uVX>uG3(i?Sclm5xezAH<w5fEy
z;ZF7HudhUF*J}nZb17WnZ~wPs`>%O*Gmi-@2yf_N1#J)E7QM7}&;7dJtU`Ce%Yb)j
zGqOH9qb*(i6SS9iR$7BbX|X}+4Nw(!bcbP9<Z1TCozG@zdwEat`Q-EcA!u({jmd?u
zCtVIQ%f03pUR&-z|Hc2R7Z(=p%v#<HS}A=Y15|nn&P|_JxhQ4(5zcGIhi1G}cQc(=
z|L^C+O{ev^PwQ;<S-gJc*Q=fljas|k?aE%b`sd#7_qx-<c78r*{d&#K!@GqUKP|TV
zbV3=td2`=2nc_2odt+oO9yH#4nf)sklxC->EO78iP<*ModA33Qr}OpyJ}(kn-<hN;
zURfb9z2u^+c<b(WyR_eIx$MXL*=?H5Lh08^2No<`+;3;4v**L1K-)82#ounGv!|WB
zsKUVbuJiLb>-7e)YLOg$R<AUcU-|rPLIX<`OJihO--Xu}Z??JDd_A{cMN{|0<l`FQ
zMGFk~$~8;PnAgAZlSjC-jZk5(j`606FAr>4=g4qg@!rC~#cr;P&+lB;E?X9HnN6pZ
zS8JOP)02}aS3XU2my^6J&65J^o*vHI{Z>r@RJ_}Q7FxT<r0rh<TNf{M!ta3Ivo~vW
zG~sL4t5_IWllpg@sq+MB0d<5`Cd_SMGPKtA_5v*^2k*U*b989Dp{%z#K8OjdLV=Mp
zMSX$8nRBNm!T25v+yw#@zIB{_GabBN18l)fP7Q(0n>Qise<8>s(qa3^=(j4U*!2Ke
z;84cIb%Y2f3A3lChlYAC+wt$iVgAFL&)Z4Qt9rHa1E}=|+8NIyXJf%5Wuo!r?d|QW
ze(8Y5lR&07utd2!G~P(Kba}ZyKWI`Pv{FpuSg*7==;VfnJjG{C!+%`czE8Bz{@)K!
z<GSp|dp3ATT<~MseCA6@?agy+CCiKV|NVCRA!zX&XhZ0-^;^GO@@^OQvry!bx3dYZ
z<OXF-@VOw3VFCth8y%-C_nRxFx97v5f>WByMXp*rpHtihTATOvdb~YoakuMl(B9t<
z-SK~vVnAb?w;{Xu!2$PHWr0Hu!(V^<za~BM_I97x>OLM7Pn;H+#tEA0zmdQHFZfWQ
zdDZWB7CfI@-qtCs-d23x*8El6yxeU!7a1!H`CGr;^5M_t^X3aw!xX`0f@12G`T~bF
z^AkaJ_Tl&S|9@u$a9stRjqvbFus`qq-*?|1%38fvY%b%)8_WIYgV#!~Ubjn2ru<G}
ztFf}sdHer=4(;Lw83f8J9t-BOh;)=*`VTrjqw@a;g`~~rtg;oh73_YyO*^{y{k^@1
z&2HxihsD=^U2$eh=H)|gx8IioO<!#~zQY-wkhXL+Fm3d^)Umtz{a*76TYD~U-E&fH
zc1ef1&-`Wa`|Bop^lab%^;-19HtD>M@V|((1?t+Y5&k<xGx*Tm^82wXSQ{-$UR*d-
zwUf0-Y0|5-cRQc=b?y26Zui4J>vtOAcitjgoeFaG0ySrW#nV9}0xQJW=ILy^k(78f
zH2m$BYZVHorLxxuPEB2KdWq-cL*Rz|Mlo>2f`joaXeURrp7BypYy08ie!H$L#on`B
z+Uq3J=G#X9`}p(ueET(fKAmb63+ONGV3pAWr}73Cl?!T2Tt}=97<+Ru8Jg|tX6KO*
zSYP(b^Czfh6z~qTtwZJZHE_6s60U<ar-s1m1^+)DmlrSPG;Y1Os9SH=&SND%L8mAg
zyl@3|BthF)9GF09Wlgi4W?qM5Pw%>?mCxsz$G!dXSv&rxSKv?3NmCbM@4h^U<O5%&
z1rBSNb(;F}p52hB5IR3W2((;vPv=I%7p+#N$cg`d{M;>@MPt9*$#ndF|NlSp3vcIK
zJu%ngPGZhhjx#?Z>=BuGF=!KzLZ^Zcm(8j!;k5LXVvRHP&YOXTnLs57Bj=XM4NM#P
zewDEM&$rtfz<l>~;iK1wj&X4x(NR0CY;m$3T=9ZKxv>nid&klKE#s1I3(4RaOSAee
zB7$We$f6xm6+E7y!qRdFEHcaXti6<Ol_pqdd0eJA#Og>bBBEb{B3fZy@i|N9_xJX4
zn_jS;<5L}cBQQ;Iu3GyR^E2xfA@VH5(*5D<;}Tacou+l=0LQbeWv9IT*S0^1Ntx)%
z^>rsCv_Yoda&%~nU@x7Nw0^@Ou2w0D4WHg@J}-97I(oq$<MTGb8sDz2uQS!z_v2A(
zsW`&r)*zQJ0G}8Ink2qp+VfCwjzwY845L)9Wl{I5-|zkKVsXFNDJ6@^#m3@gI}r9o
zd4TN8VO#m&V|4Y~t=wA`_}=e&y$+PtKdCFJ#aBFRUBU4(547ub%C}{AHs*oGmLS@}
zsde(ZMcsN*+wK&dcGAt?|F>+%(`nIMub+x(nCIQuA)tP&Z|}sXr*=a&n}OU5&61$i
z)}T`m5;t%aw({HkNT_(X^SRcwKi8u3TVJo=zb{}J=&X|)8xm2xxf`?r$zfmp|9=nN
z?SBO>RNK{8|NHj+w)1ws*KE+;X^?qoNdaiLdHKCc^;<nB?&NGf3p$cx^3fRZkuKmo
zma7OV{=V7O{%XnHc2f;hwy%2I%x}k$e5{AFUB0d&@KMgT_`07@6PM2|<EsC8I)2e6
zo&r$I<`8JrO~bT^R(O@SV*UXg<KzeX*6f$cR(SdK$H&KqL9=$ec8wgyi*-O-JT5G7
z46HlMDXb<^YP(s!5ai3Yso`;v9iX@dg@=cNIOw#mJv{L>A6=)g7d|;L@nM(tI*v8r
zMmBw*rPH8IrCOrJ^Wm0eXfm=U2^UP}pV+7s9#@$P+L@%hUNLFn%%Ew}c{?)#xS6A`
zMW)Yn__GkyngwO}29{4Q4vjaStZp<&N%_1b^D@)QoEJq%1;RW|4S~-!r8%<^wlFig
z8*XRZwH#3@R;n#<IP>}H#$34D7x1!(bmTU?(?n!etR}H0NiV4Og6IAT=}cTlY~p2a
zBiwh(!J+X6+lzUKM!=Jq4NQjT!;f!6<RdeI0EKO%P8znM^iSTnA*$7}GISy6bWu-N
KKbLh*2~7Y=&UCK;

literal 0
HcmV?d00001

diff --git a/intro_lab/image/pi_eq_2.png b/intro_lab/image/pi_eq_2.png
new file mode 100644
index 0000000000000000000000000000000000000000..7a31ca0c5f6c33d537aedaa6e9f0f75f7f6dd6dc
GIT binary patch
literal 23313
zcmeAS@N?(olHy`uVBq!ia0y~yV2WU1U^L-iV_;zTu){Zjfq_Rf)7d$|)7e=epeR2r
zGbfdS!J~6(ID16!NwIm+K^&aA0*smq%^j<zN>xqgGjkGBm?FUBc(hMXYe$)&W8g(m
z!P`*`k=#mUt_R}eJ634CPCD3jYPL#)-S@ZO_m%I<fA{zO%;Ix@o}W4MH;o}+OFDOJ
z<O(5%n@u%=Ar1V-iiVw@RXhR>OqK^2vU2?9U9dJX68W=u&wkdm3uCrVIr1xg_kXQZ
zF>!M23@Sp8MDpa+r5`CXJeVc3P(z-<$@+@)nKR;EAFMk<T_-3oxNKrsesaS!mgOfl
zY`vnU*2TI}pCLtSwyqbmgQL*=$OE3ug(58i(cC*~7?0dm`1WAQ=A8oNjy8(c*6c~H
zT1S>?+8^=!-9JM!+3@C@ErvR$UA0o;>*g7B+y4HqbNv6bH##3*Nc`Fmc-gfvaMGN_
zyJhLmT09J%^vQ@XX>oU0!}O8WE<8*B;P*>M8#gL{`#Z-*Y>nicREwK2+wwV%Y?!9u
zJV)}iZBy<|rIq?y+z<c!>1e2I;W|awR7hU;!PB3v{f|oG0$zBWNo`v5Auwj@sqg$v
z66;L9cqCT&?CDXz6?LGWyFG&O(YHNkUQ7`D?cVxw&4)ngi56amZVEgqU#aw8V<zvi
zd2`KYiKiV+^tN2#{ATKWIbn^@M};aXITtRzv%@CdUXs1%wD6I>f@2R}ed?6@s4JG{
z+IJ&4bkCXwjmWthn=4r_F5WlyXF=o1R}Hr364>2O{YZY_`g5Y8QJw{#6C?KzCN+V>
z)0m1J*dA>EYX0T0eq_IW0<)k8vrU5KBFV2E)4y>%FqRT&vR8c6xW~|5K2x7x#NqFC
z!?kZRIfIt&Wew{0`5^KrCr0@Dfx909etc;<D^`9i*6r_%uEmRm{&ws;;;_j6Vonb`
z`=)bEzAQiLuh)K8u~97%kQ2@m+Qm`s$noas!8xittjRNvHmYCJP`+>c!*$X88ODwh
zFPiH9Dc@Y`@P1#Q^c{&!Wd~{t%1_7_9hcmpw&BRzM74W6)X$t{%&Je(kW2o!cba{_
z`or(Zeacm=#jNduVw%Z+B9p`H-4p)?DC^a<|H<jpJ<ON<eB<RCu5T=^G0eE3xkhkz
z)7%LUHctKEvP;O#y?av8>6XGDi_NZ;UaP$p|If^-x~0*>>b}B!bM5#|iV>EFZYtG9
zRoPvZ{x`Ami~{5FET+rXZXJ_kIQc*J+wY3g6aH-%Jht@xt~+TAF<uLd-tO+pWjL^L
zIm3nf_17i$G~UiOWl+CmnH1RQ)9x+D;=tHdke<OHo50|c=(p{F;0{Lp2kcFbEFFxU
z307;WtWLD8NpISjAgIB%G{N)+gVuqt4a{%YejiZ0z|hxx`GL$1o?8cf3*^`J#(fat
zY51PN;V2;F<ou$8ZBe&`qF9ISqn-+dIu8w@Ru!d_9#TpUM^40~7zTB%an+je)<gG`
zbrFwcZ;Xr8gxwzIm)iF@+AWswat#g4y&^HU!)o!p3=XMgKj+IAVzvmxHm!3xeKD&<
zKdOJ8oBm?+i+W#FtvVQe<dPGrW~e^v*|>p2htvD0%Z-{fEZT=xZTuS{Jm>Z62=QzE
zwTC(_WYZr_E2w3Aw9$h7{L$x+wLfsxn8)>Re{}t0UJb*4w*`V*IK)`OodgscC%Db<
z)KHruSSHvfbncMsRqqOa6(LC%;YGrCW_KRpc_j0Q>yg+a#w6p7%{QE7R3>^zsc=uS
z)@(YW_H=TW=WLH^&*dI-m&9Fi-((XxJ;(c-y81-cCrU+<mHa<dc254&W23TMC0*sY
zmbl{ask3#rd*v;UnS94|XWUN3E~BF@kNi3prUZxup3?lSnXbvNk^l7R)2~lspQxYy
z{8aqZ^waWF_AA`i{olFD$#nUq6~QZ$UU_BlZk<^*{ns?N#gdozWO#0=x#bn5`<Cae
z;M>Jau?M{rJsMYUa99|$Fm7S+!>NnrESk7z`=gShPDhQ79`3p>@_Xu&DLqpoymFTQ
z^qT5*d`g}+uh!+Mxl@#<Y@Qmf@jh_hia#-}OOn<+T7D=ra?vK|r#)W$vWulJM3(T?
z8rG`+)!7?9bw$=9sU@=(My=ZAzty+Y!PoU{oUUK)w5X-GIJfGt9WzK{G2A4vTB2QI
zyTttCnf;&Tj!SQ^x%01Z?qj<Z{o&t(p0Av~LOx*s%72l~D<3YOxN@W0V#mh|)z)RM
zvy3cWmNxZS<k^28S3SOatoYdU9($92^TbxAt`l8q>Ym+xO?0heuIyWe+=buN-WuQf
zYsDk0KbL3jS1a|>UnMVh$?dAS`*qjyl6ZrwGwz+yNweHM)pEh|rQ$2puiajEeVO@^
z{6+Gs<CoMs{9nj;^uSGps|kA@yAL)jT$ecGVa#Ex!_{s@Zs*)yx=Ht*ldd%|Gwd^u
z%es^B=Z?!=l@m)YEIIe2QS<DT%O=;i-1^ccdGX9moy$4hk-IIk-X+Y-i_5G#%e1v%
z%Y*2gjW1?6%y?krXt1#AP_Fl?rQ1^*Q|G2`7d@<XWz~sQ2VY%vIo#<feBH;!{^RVe
z&85@6`n~>bre$`}%+<`-EI;RLuI09=+sxl&l>IB?ek1iZ?soKz&u>=0d2ew+_K?gp
zt1T8ar6olomhZ~n6dRRzmEC$%ay#;><)zBj&#dB2-TkMTra#u3A0r$4IhKFtzo%(0
zr@h>E{OwPb$)0;Wt<}Hoc)fe`-R--}D-CQX*>0;WseDzr$#%7^e6?gn;oh=J+s|g7
z&waS}`tPaZx7?o;UwO`ada7yv)i>Qg*?vs>vF+!|A4h+M{;>UY{k#9?^`GTA3OHs6
zUy$+O;NgrBuCVs7?hp=<HW7FuVxzyqv_(otHc0T3#TA<nky|2dZLIBUxvK^8MD#fF
zI~W8V1z#)4xy^EU=JwBUriEou(bFf(1I+@97oT&#yg1$EeP^BgW8uwO&+67>uCdsr
z>Svgj6_b0Xz2g3ltsi4Kg@vD~#`s<Fd7^HnHgVFUNoA_MejjIVO7wak(!TO&aK5kc
zOtb7;M_<mmym{ID84E3%Z66mHDO%c9`hOBHW7$2+c81WDO_r$*hacrU+4H2T@Ots@
zig$aq?nz(yZe@1x{N+2Bul0WI{oP03`~CCHKScjrmu!@bHnvM~OSzW9mwq%|_Jmrx
zdb+&u3JxRIwU$<vn~SVk#117ThOf(h*LH_7up=W}Zj!m~dc$~8xzcqVzDM_W?B=%N
z(&Dx|*E74aV%jI2gKM-mpH0`F|98!W{U5el{*XC0XWGuHV)3(Y=RLR0|6P+(ck0hH
zRyOWwIxk`+HWYkUI<@GGYk2pX?rUOuqh<E*$n5+!snxrxj`PRTbrB0ALTaj4-oCW<
z^oP_xskx`$PRoz_x3(p^Xyuh%Th@Fz&2_HJd;hIJQU6|lICW)e?rNFv(6wso#MbQF
zdaU^DyRE0Pxvzg)!yO&If8Nf0DSvnK8k@!FY}UWMYvQKBJsVfsY}r#d`Qfswv-gE8
z3BR-E%SxLKk=dU=ot58Ku)QR#GW6~JReQIVyndehC%1eXd(QgxX6y8BJKhQ0@c8Aq
z9dn=87ynyZHvQSUOR@3UET*x$7ng0nW_9)2yNkCrui{%PeEsX&xx2R4&VRq}*xzZt
zx63EUXxMV_b@A`}Vf*uYbh{JZR+%!pJ^wo{PCV=W(%t*j#9ueRGV{LVjqUC1l|A0n
zztv=?sqEjwuli>_t~##mzhZ7g>7=5flP4brw=QR!-Fo)#^2>hTx17n?S+Dl+Oz*Xm
zYje|`&&63huYY%@^8M%KdOPAR>MnkLw9)(AbSXXSxOMv<6+C?r+P>QTw#@BU>n&rm
zbILRGU(L8uxasod&tFRKzkZ&_a(73K@t?HgYi~rC=lSowTiRaz{O8>@yVt)Ly(7JA
z{|Cm0jwhX$wx{-QkqiBQ`b|9hE}7kaCBMt!D`o!vsN-M${ORO9>hV?6ZI;^VRxkU#
z=G)G<pC8x$t9`4#Y|o2Y%^J%q@qd<onm;>!=02-W)33*evk9?P#dpW??~nW#_Bi*f
z_3v`s=84Vy_tN*v{|fjN`1tWV|8w)t)%X4XlaujG{L=JK>(k<A?`y58Hke~;qm$Bo
z<I-XVHtAWjxDL#gV#w(H@P^@ip$O~EzusCMZ_a7BKA6AZO`n>mJ44nUhK^Vc2MwFW
zAqUe~3`O^;9)B;P-*D?@?^eN+-di_MJ-X;nG|$7wA3j9qGI;nh)QIx(^XE#+{o5rx
zX)m`!@wzwn)CHAn9_LTKv-Ut}^U??DKh3YN%zEJ{x}2GTfq}EYBeIx*K};2d89jqk
zJ}@va&dm&oD2ed(u}aR*)k{ptPfFFR$Sq(10h<b|irj+S)RIJnirk#MVyg;UC9n#s
zykaYmu)dN4SV>8?tx|+<fP!;=QL2Keo{64;k{y?Vf`Uy^N}5%WiyKsXQA(PvQbtKh
zft9{~d3m{Bxv^e;QM$gNrKP35fswwEk#12+nr?ArUP)qwZeFo6#1NP{E~&-IMVSR9
znfZANAafIw@=Hr>m6SjhDZl{4ov9U>2%GYXq25Z)&(#OX=o{)8=)=th84nV*3dpQT
z&53Zy%uUTJ&dkrVGcz!-0jtN5LD*=6&>4x)X>4GDtP@EFs?$av<N+iPK|%{G8sy?;
z$7Q1r4p&eZ+i@K~dQz5w!GXck#WAFU@$Fpp88SzwHh6c)_?TF7B)b?{$_1wQJbU0F
z#x~ja8AIdAgAEP|KD(49=5Js%d$>VR&7F~rx&7n~w;3u2I68YyY%s5%U%hVo_VV(o
zW#!A$zt!L0Zf$FO_iAW;X~o}rtHYbEw1h-BJsg;XCN!|9C^R18@Cl9Z6jNb@iwOt@
z9Q@=0mIVv43I`n2l2~!n6Q+kzROdWc25dxt0i)=erpBl_EGh~R(SU=WWJa}v!gDm}
z=$UL@wHGHmI?|c=<iy0prBlPY{)I*7ZY{Wx*xq{H?)RE^i}!yx#GUx#!^6PJ)oV6+
zS^Rj={95m{tSU6sYD_zD<)~PCW+cnLKc7w;Bpzz{a75TYq`vNPulb<~iq1-|t9Kb4
zKeT*)oz%Zy*Y~@n^2ym)oU#3W$MRcQFetJ?x#8EO2C+5!mfUu}nZNI6nuKjtNyVR!
z$E$Cgnh(ny8LmuP5x#Fsbpq1o6uQkYO7#-Xez*|sh*=F>VHaJBr+okUe13boT$M&l
z$wgPoZ$)q$PWd^ou0Cn|<yv%pt6}o7mUj8N9VbmcegN4HvO~nxfpxXUB+FBZ8nwS(
zE?@udV249Yt9;#$#L~IkFhyJR7)95peUV+v{{3$G{f0%YH6M?PKb+_;$7%on=lR(I
z()^l`tUSTtB1_1IF10A<%FSntyl+%I?me8h`)%0Ws!K~eAI{2N$NBwkc|5YoY9N!p
z-af>wFH`sDv3&bN=k~B{gStOI3a&+_w|>7@y?)m@R#<RF^*3;ZP5za$YUMJn(>j}d
zEZ*&Se8}XokMPx|mL>hR-y$rY&ncc2qRp=jbB-X$ISV4vC5_LT1V_~W{d#y_^}9&j
zhjYvCahl&LaNhCv+wIk_V_?P4f~_1Y5=?jQ7mLbRsPRBHJ4{D^-;bn}qgB7(ZhstF
z=LId&E;zA-Z1B1e>8-mp#NywN$A?QU`-)$EwtD@(u4NZ2f4|x69bmm0nocG-#4%|_
zRCazn_|5o?fpbLq+)^d)uo#=hcge^5c+KxsB=0%p5BFe816P=*RaPUbSVz*vu$aQ5
zS-o*pFP9eFt9;I?))oeeF;H2YA<Lu{q55jI>hu^Rnd&zi6OT!z_hfzjdOf~feSVEm
zkBp^J&F8b`s;gFpP6QR(jGP_|)S0v*Y%jiiet(8t`r576xY*??626|0uleA(<LR{M
zLtn4Q$HzWzf|bfo)fO~`Zu&Pff8WnVJnvVp-&eIYO@IHNq8$&KxDTyfzb^_|t?GiN
z&_nwolR8zE!WDyGDePdMU-#=}hEv9!wk{L{5B-~2b}N%vY>hL&?UtzB{dT`J?o>XX
z`|#E3_3PFZJHjfNBB6kTTIu^+Dxb|%f3xTFxx~Ar*VkVAFf}}mQ#`(=P(g5|5-fr%
zIaef1-JZXwb3wo5vl#}rb2htfee>c4$9cQoIZw1yBoQhtK`J-LFN!kc{IY8GI;lR3
zM;%$Z%Y9}Fz1#Quok7)?7q6_uVF9cm&M3O3=&SqmTW3tK$0YuKyPbb_&L+>V+c|~R
zTC~^gI270#s-y>siU|!Yr(7LaSI7LF7&-f>c)X2F<&%kwsoV!cf4p2izwP8?_4K^=
zUa$zB<?X<_dgq^Pt6x`w{bj@ADxVr89qE|0ty~#hh21Zi;xmHVZl=xNa5XIY>YjdS
zc<Pg3(uz3yFz$Mwcy!Ljf*%jt**ERghUL{M(;K+LDt|BYKFh{0Cj&}C1z#?@w>vho
zmHxad3Rl(Kz!hfsYvHq~3BuXky4yP3#IEg`jId%o3tOn$lF~1)1=$}Qbnr>Kpuhi*
zQP$s(U|-Q0eC_9}T0YH~{GnTa-->sBk(d4LYrpP>7ZxU<O#1mobqdT!x28DMs!cI#
zP23C%-3bnme3>B$bB~9DqXVlp<6&2rCY1mdM$t7&8c}Vq1SI4k5OC1zKtUihl`wLO
zI6APd=IENH2u%zPEJ7?H8-xsEra;rY1Cy&jz(K91MXAu3Qc-9G8Oy>W4l6-Ns8eR_
z>TuFoT*mZ%-|svL>$033&*xQV-Cuchn~X_Dz>K<IFAs0u|M#uI_dCVypiKCyXZrIw
z#pe!~L9_FMSWcc-D?E0at?POF>)Gu5L-YTAS#D7C<HLtfr}d|A?5d4gp1FLk8IP=$
z$(s#_`4VsEZs$F%yM4~7u=zsU3&3%l!3HY%1Lhm0dhK}FCVj~6_Zwlm|9?KKU0ER0
ze&o>B|Nnls2m9M@l@Z+}21zB2O&k)<p#mptj-D~O?2~wy*PI7bhRwTsEAO`FWVKfN
zKM(mIcB;?I*uCwh0@x0T8!RCkW?lLJ`MiDojpFmRhpk?(xx7Sb%Hs|Cd%pyMs#{B~
zWL;>gWEBiJsKt?DdsJuR5ut}ig#CM%4!pj(U-sM22hIG4ocV1<{(alNf2(tGPBSD)
zDkweBIHWd@BiP@zG@|rs=wVLvIRbpPUoJQ>)X2?Do0WO!l=gZVKC2fC46cTJeR(Rr
z_G{>m7mNE3RlnaG{x^9^@+a%lM|!_rt>`enUt@fy=JQ#`)?jFHy@eSRI^Q3y*?dlF
z+nu7*AAUUUe_l4V_UF^-iI0wSPJFcawBGJ7k=_A+I;L0sc-Ve;N8#f|`<KtJv#R;~
z^?Iw!<W2Gw4;n#bgY}{f0*k~T<>gtm2O5XczB@eq5z)r+<z8~X?IGjyHj`JoJ(+x{
z%T?yG(P^E@+4rl=kG*p3;&gNR_pW?@_Y~)Arb?g&kc4qsPuLnag<b2x-k;KT;K5|=
zpjo$gE_5wWIcs=aCb5xKjAQ$~s_Y++y7h}D9$4BwJGWbR8^@EGud)xydTzR~^?IE3
zpAYT!J)a^kvQ1g%Z~u48y2IyfKA%ba`E)uzs4|WHy?Zj)bdLo-pepu~^pWJVpaOW;
z%Vpf(?^Wloi%PVeWm8%7WK(qh-mgV(Z@)O!%+AmE`K)>TjhfGA7e86JLwA1lyPXrR
zFLHfWu2Yb`W~1BU(4u;9a+u(7ne&Rc<lQe>+tXP+_UyduXWhDX+bykf=KFQO-xgdA
z4R;mWaK~DF19RBgqhirIbE@C%47A;F?5Uv8x<x8l&{SBa0IC_|{=6&SFYVSNAt)A^
zGVzXS^~a;)hfhpYKHS17T=YKr3LmJlPdU5m$s}*4o%^yxb>imNeDYj7d-q(Z|E_@i
zcg;4U2~<QoWW?O7&~p3w_viWgzGd?chF;e>cy{MSH|bVx{XGUn)z^af-L&ey-Avz_
z^U4hBj!VJ@Y^z&hTasFL3#fK>F8s{F_-O}s`kcaJ8pp%t)pp;RHe*w(c$|gKjt5N-
z&so3kxpgV{XU~$DjD@X-`mEpGxSaM+4N`Dsa56=0@Ve!D#Nh4L>v4%|w_ZCHd-!^M
zy=_d{&D4h*kIS9jn?KRo;JMPr6!p0!LF+pM0(tINKA(H%;78YM*Ed1)k1Htubfw5o
z5%yo&Y^uHf&r|(+&gFB8yrxXFeZS8&&;J+anjnqty_|YZYw}^`$W>6Kyn}rvSNhhg
zVcf@M%VXa0JdbEOv8V3Y%=B+JMa;J@Qcn2az|8mJYU;|SQ0>6&lR;&B<0eoivy%U;
z+3lRf*K4=)?S8v0`rWKa4O4PnUym)1eOKFkFY)El>3qlKs&i(fPK(^7E5+KqvL4!#
zbyzJNa4@S;PR1z3!{W&V=R@E3ecyX$YwgRW(+^cXpDP|$@v!yIZ?T=sjlUxvf4iN(
zKd)O=e45^&ypKO1d4G!lqv#s37dp!pDxS7nDLo@dt>3`v{mSL@y1wO>NwIuN66|-)
ziJbOA>CB=>R^YS;ZpZ6h%Jxy+{BGClHsyXBqw?OF@)KT`pR@n}=gx1jz05c7eZN=z
z{!CKn2BVETg21(0)Px4EFz!;R#hm5$DxYt7IxYIyy06jsdqwNMu8wc5ez#No`##rq
z2UZ+PJlvM*_bP`cY~m7KZ?M)`o(`<5XMTBYQKlUHQlS0l3a2S+)3`WYx8Kg&tru#*
zwwhZg99%0pbPEL>%-Yx|ZBtQjH~6K&{riji?WBB{9^PVgR!FDt_4@sFQ*!Mh*<XG6
zcwD}n-|mOP&ReNqKTU8rEf{bxYo{J};DX=Br1NFI-LL<DXY2nDhxrfdZoebs)-N}=
z`u?J_gndVUKAWw-X5%rb*e(-3gw5O_n-BUeKIOA?^Le}9EvDCFjLW&>YQJ7B_;^$t
z+?4&k&-JZ?&NZ#oYc4Id5M86^5d*31bv+zdSF>8{t}C*cdM>8;tmyhxKR^F`KEHq2
zrJpYr_h;Q(eu6iBZs|3LPZzgHyqKr<s2uEMa5SvFk^O&-aq!DE`+mK8_~UW^dE2Rc
zj8FOPek54@ezSSDQ$m|$8pr*g=gOIOZhSVc`rRw}nfE#m2SL;MTAzdfRl!tuZSw=W
z+ClYQyRg5FVUMJ-nt9(s=k~V1#cr;bKR&s4Qx>X0=!D7wR&8PL?6p11FDc%xj;s85
zR9u;rTh$j@*n2FHVA6^>T9A{a>9ch6n@y+PE<XfSaXVjqI%|HvMSWg{lGoi2N5$ix
z+`8TiYq*?HGuUCY|L)0~_B*#t<?ylndZjU;{L!Xkz0%WHzlyK>nL5KHGiXbG*sGS9
z)}0$6g^mN0BX^keTo#t@_nS`ZC4N3@e*W$%^LrJ_e?Cp$&r|>Bv3&9S*L;xjg^{yF
zEnz}+x}5I+-kcZwwqF7y>}o11-fq2Kw3Yq!bvEf70oK#kC;w8se(+8NIK`=4IL5Li
zVQb`bwdI!_6Hh7c;F7O=GO^&-%jN9s)1N6m-v%+b@f=If!B=M%>+bWle!Hdd=f4xB
zNAEOOs+?P5_k2!q+tX>$dgs^W!Fq59>^U<IW?c?WJjg2Ev+UB(>GeOS-_cb`J<KW|
zBQUS}-Of9|cR})`hXd0=h3{o{oYP{8PHHe}URz<)RQ+LQ`n=9%mu4EJdd-Wy8wPQw
zLL(PrY)fv9lt6!L(bu*4wc2+IkIU|i`gJutzV+l}b@rxb*Q4|I#{Av|4Yz~^!WUd`
zJWD_DX7hPDaFhJ?y4}z6Uf#~%FS~BvuU7@PbGJXecO4et%rhIft}(p$>na{=B2)EZ
zA*dueclXxE$H&_zD!aFVO4jfD-a-3^5-V6jHn2IIH#eHfr*{a{pS~DkwS!j_oLna~
zuvDoh@PxhZxs}Ad?2=+Bb7AE7`}Otf%naQXgI}Jpc-)hCH8lL}*7effkiIFK5~FSe
z^NQ;;z1kzzys!WNduOz5;-Qv;mrJL&9ha-tL9#dlWN}2l{=OfN9?nSa<K))e67X)?
z|EK!(oiVNN_kNFiS9=%QB{P`7u_A$Y$-Q-3M8zL^X|EOWvwFFt;kH5l1Fe*KhmFtM
zTwYo7si8O;>}ZJsmY#!B1+j8W!7m@^r9{oyqqpDR{;$b|eTn;iKI1;Ev-u3elIy>G
zm+{9}y<Ga@eXsdF4$y$ZjO0GcLm|Oiul*Kl*1K2rdTm4M)UrLl-|bEW)&8Jf#_RG)
zx)T~$qUIe~;C1a?-?aQz-WA;kF8kZde!E+KKcnfn4eJL5Q1NkiYIvMvfhC_y<)@SC
zhXdVZMQ14N-mmhkk9A|*&mWKb50_q#73Z`0aG+t4>Fu1&t#`}s+y43U+<yJ`6U*Kn
z=eWN6-7ak&c{>}gF6+-{jN4_)?-<6^d_1ZZ>HAugUx$(N2+OCR9gp_@$>C-KHCs%k
zp5w3oarnbI>-SggEX&{bQ_be<mEea@Cj0Y+#}poIsF|_%|G(c48`<SL)UK?PjA@o$
zlwde%bKJp4pFbStZx{BnPz+k9k-qV$7`Oeei~X;3H?92r@LihIr@i0rS)aPv_Q@mY
zPPg7J4N%w8ckOKU=?yF@7ozMKf3FT;y6j`@n_%=}{+}o6jWLmxPbT}@ae`V(CYmMl
z{@&SE$uh70-_H-1=l?S)S{}%~Ebvyw;@(4_PV3*_<7HZr5_9!T$c7_A-Y%+pe?FW2
z@cRCLr6qZ05nFbHl2b-U16P>ykEr_eWtVQ2-OfFH&iehF-G={v9Jg08e`x#t&gAO&
z@)z+;M>KlnY<C6oZFyh!eRtw{+wX7gcYQf{v5imm)=F88NzdmL`#mvx(|kBp%=6Fn
zuh-+{_4fby)S&7+@qmMZL(9eI^Xuj8emrQ_SXQpE#nN9obi=0$S(kJ7f1dlk<uISM
zj?T^}lXgb`IK-{*vY3n0EbNqLL&WOB$H!W|^>!|aa%8j2+4u7q<I^QqTN(a-y&i90
zBz{ROW?{eGuZ;c2rv81KU(bD9zP`rd{hrT@c5Dbs&-$wxz|F{ZTHyRilbq-C>+5uP
z^Q_42IVcryckbOAPeQCBObY&A)%tk&&6dl4-FI4#9OX%wS$ZvU@oe9?>DjtxIu0u3
z>8&?7_3lpb`L)Ml1I<NN+kU&DoFBOK?!4(NlU^7VFweB9ECThaZX`7GF516ujm2UE
z`T9Q}8zz}v_Azda&fBTFiR=4QL)~a5L&l_}WNo46N@5{8-k>Jq7xz19dwe210*wkE
z9Wh8dGXvBtWwlZ4oBrA>jCHm4WX7Fs+yyr_BtHCbn4f?7{JJVVwwNpC_iKtHDxXfZ
z-kDV-dPz<C@Plu+^Uu#sUbB8yzx4FL<}>P&+=bpdT0t$FiqO;bLjK#{?Rw32XC7#H
z>x!Jny#GJ?|8uNfyDciAB{BYF_WHeI|30+ayBzhOX{0K}a7g2_XjsI;^?aE-nWr##
z@m!vExBPx>;{~2`n?F82?yl)o<$Q=+>U-sy>&0hH!>6oUzP)zRe&ej^)8B(ec)Z>=
zDYYlHe@HSsZ}VBjynLsV1MBI_3%nY*pRn8iaQrd<|Ihgzo-6(Z9A@H|Y&$;r$Q5>P
z-UGi9h4VThO7wQW+4Sn-j+2kL?&WU3yXy6=)WnIdVw|^gx5rADW`$f)5qeyt_qlEF
z{kq>@J&iX$_|)*YQJnialfFzGyP=@Hv}(iDSMTfpSC{l3&6<*arMxER)C1NBPp8NC
z{d@G)wZ`att~UQP%_he%$zutrfszMa7swh;J=esoH=~;=KkU5i_ZW+(Q-T+n&xx_#
zT{vH$;_1|IrKe2{Zz5h?mo2-YSk>Koee3Dxdp@6&HoH@B_`}-#+SRvIrp(P=w^Pkv
z*9QHTgUsc33f;f@&P#q^<@j*bbHy9trCZKiQ)@^n`TzI3dszCTIj73v9yY1G+`<)h
z{j(1^iubljXx)iXpI4ETXD<Hi5xabi!JOJ}H<@Q8N=o@NT}hu`YbJG5?0Wl+)r!t-
zE%kq|*Y}2Ry{dlA@>5mr&ZpC^mM#48|Lgkt-XQakaIqZ%(W@u97M%%?uQlB+Y7yCX
zTBw6Fq1Enjk1^BY<kK1~JCX(EUwqsiS-ZGts%vV)`q`<|A`hj_&J|0oJm1~);8FJa
zy=Ghn=XS5ZE$-gHZoe_SN1>;6NB7rj(d*YHt9ED~_MO4=EVV_u@wu>?Pe-80r_R&~
zJ1sY#N|il+<ktd^1#wJscE=nqzgL;Q*Y(TGI+pFm6Iy<_FV$vD-muH4(6{w~6SuC2
zX2g*V22X7J1ycTOp8r>eOYd0j;xGD)N$X!QyIoXG1r3M>8LM31dfVu8&ZLr(xuw@S
zn;J6Z#Z)UEXz3UouAcT)>)A=0`91gkT%P|=<XTMe*@~_6g;vaDIA!Vh=FGH-s%Lgu
z{{Qot{oTen`A5R`e!o|Jv1U%p>px3d#r4*#W;tc9q!A{azo*c|S5z}-N)D4&#LbwP
zXvGP0ywoL+UzV0}E7`hx=@N6cvw!Apk9*W4@m83-i~X~k(V}(gj*^K_9xC_STuQz1
z6*Q`+c~5)YjwFBAlz(mp7F?YCJzEMkAJd)NGuJDB@^fo`*}Q)zS$1scyf}A>qGEp7
z;wEdE>&n6WrRp1*!qzt(Wu8{`xygCIN^6ONkFZNYVO-)Y^*eqMvnMxQ?Qdk7vbsdo
zVgB*Y<z;`j{xChlTO=!dx&6p>`Fr4wY|tG`et}<;B`r71N?LiZ{{P>_JA)R>2miNN
z&rzmssZq(}+4uYQ{eNa#ul}!%&0f28Q4y#40=pwog@26$*!<fs88eEmnfH_DMSP{k
z@!*#|5{8RT``U5y@q0F{=(m2i<Id&xDN~>C`opqA&`3Q#NJ6pelJ}e-f2TQO{0aAF
zNpemX6H&}NQ8{%@`n*atnSuk16J6CK)lTshbMi@>>FnIKF!fYS>eNuB)?N`M4lXXo
z|DeGFlb~%2nM2Cz{(il_cvFB(pwEu5iVRg&)@S|of0Dl>IK4cr{Y8}VY|pv9zu)b)
zetS;k?i0hqL37lfOF6$jY2jbw;TEaZy6<U(S2|NfdjV_ly=2)`zH9#k&Taht&(ccN
zwd?n*mCNTzMXtSc{CP}g@&XI>$6q*KzWs4-n}++JiDioS^s}Sm>Sp+XMnO;fx>>qc
z;Kk3p+o#X{yYr8wB0});rptcTUvEVet@%(^`fO(UvvV6SWk1Xd5N5o$VdI)5%t?V8
zvU(>!P;|1}vS#9vDc+YZ&C7f6vg^^V2M2q1>u6r~HIJ1D3tS_yb(XuQ$FzxCeIlRy
za!mB#;@1&5zr|Ezr?2kmH~q6&Q+X9nh{tU-Rg84YIqJ3U^yVJXnUP`}xYSuyCA#nQ
zn%|odbN8{)H13#x%I<w{7R4m)yp_Fv@1a+#*WXK){QFh8Cy;Gs$UpP_KYdMJu(2|~
zmSUEa(CwPqRxB89@$SZ!rrQ~@E1B1&{xB|JQr&*BSlxeaz`D%vH9p0>rOQ_opF7?q
zq{y^2ZvGwpQ)XI*{EIi`uV!8S#x|ts*U{jY5AHpDI9GMgQQ_~0c=ca9PTt!8x=a1T
zx7+#d%9fK=kFT5mzV?0f$*XtuiWkR~UJX^geqdp{oRqJvaQ+$InG+W+*8VJYZBlgC
zj0w_tI~4z1um2k!<MQPsbE8clXf$C8>#ocFtThjhHnbZGPdeVD+7#oo!}Zb0g^%xl
zsu9|M=!$dAB9%o6Z#SLRyLkA+{{O%CTZ^^^wJUA;{ciX5ua_L}uibb|Y9iC|5F5{h
zveV<LGE-95sh(86{dq#0W6*|_n*YD=_v>_?{CYORjq}K*6F-|oMa46x8Mu01Vm)J~
zvipgQd#1V`N4bUAj4GDzlFxM~FD}+uqCffSvezA@6SLck#j-#4*L_+1BE~y^`d3+1
z0qro|LxmZuFPXD!N%+cpeVf+Qc16eccUm^HOg83po0(vK`qjj({jYzuG4TK0vb19c
zPfXgE<h4z!r~f<W<<S+&#@g-k(v~y-;tq=$k`3(XK__<fU0uHZQSFNQYc}0`)+UQ)
zx=aewT*rM!y(jKY%4FYNBHp`rgeFcpz9Mene^B2;@4EanE}bCpxQfK}u9x%H#AdPz
zq)M^AyOG@g*5uQs>rCAD8j4#Zj72y_xI|{Zo3i>HUoUI-jf0!dS!qk1X=D|i9<@fH
zbbEY}?Q_kaf54M&wcl>4U*C7KNGf(&JjeMTU)R^mJ{41`+obNevTJSjmd4`6Vh{i5
z-1-!Lx{&>pnN|ez(&f?_>IX0RupZi?9N8qzy#2wZ(|WVNZhrl%lfgWc>CWYMj%zG6
z4pgRksHTgBt=jUmTiViby~dThdo?%ncJX}F+S94d+M0M=w!G)xq}Sas$8I%TnjEGj
zxyI3<V6W2|u8%1`wk|ij^>$?}`B7jq<>;E7N|U)F_a0YW@#8@=|GP;^%@*rt=j~c~
zJn@f>OQ+(YT{8A9kE;@DtsiwLFA`r-5nErE<e0dC;j>2)<NvGc>qLDIU&@dTFe>m(
zR#Y{ZT`ZxkbV@^KQke9bO<y#{jM*FwIIZ$dMopdK_IlP<doHnc7aksNcV{;9cy@F0
zh4o*rOn*K7n|7_UgLvZog523bhJnVDS}kVk?6)&#WV$80>h>Q!b-i|W*Ql2VX9f3r
z^RPC(IrByTqvc7@1D*W`{~mjxEXS0oSoU<!=X0+YoiW%lXOAV%EDvq_mqt=Q`$DJg
zP`z{8bGk%NLGfpYRnLDs*{<|s{$EKs|LA}O!8O}w=k3aTqUCdKZgSGxM$T!wt6Bt8
zj=2B*z5jo8iLRQc>Z6i^zllrF6m=#}blmC1e>UCED`xhUo%>sVB}XcG$Y*DKx}&vA
z@6O?b1M*xlhZeB7B|Licbm<cP{`ivWO{bg}_N=cy_d4qQ+b4CAPj{^|WYUW0{h0lF
z@6LqE+mCt8b6XcYWQj47>YTmhQ$5QJtEZE^^<I{4iCeoTz+*$#1HBi%FO+q>JsmG9
zc!-6E*&g~RSzB?zk-hZfh5putiJ=j49FzK5*)1)X|M2EAuf1ayu{Ge=uc!=ju~|!+
zj#~Q8k@`F3`rNaJJAN#%c&VK0m)7f^_|Ua^$BHeX3SnnDGFOKOJh6~7EQnZ}bkM0a
z`;Gno&-TjU@q6a^-#Qu7bEHSLl~Gfpy<Mirqo{PhuJG(O)0Nh%E8@dhPD|!wiHgLm
zJG`lH+2cD)d^xU5eq9?n=~UI)-#cP+S+d@@-a1vh+D!2P>+d7N{w}9Pm6u&=DrGqB
zs?6V0GV|?+xjR&1EL}PIL)W-()reT4;=%89U~7X?<D$^@3oHycEy5&{RwX@@Ie7Qj
zpNt44fxJ%|3`Y(w$-i^NC9&~j(c+`2Vm~{Dri<=oQeWd)DXOC*TYk4R{K+9D1DWmF
zmukDB*{3UVsfXQPGQq03*3;9`plolGs!;0pkH_WTo9tIARo0MZ)wc@|`1E4^79nBn
zT@h;1E4}yTCfJ|jJvV<I%Tu{|M^Zi>U%;XBEaFn&tc?vHCG{V79o-bQC1K@}(i408
zF0M=!xzoI{y)k=l7;ATN<L9uK(o9+rwTHJp^>z(>z&2;9#H0%0ro4?VCZ8VUReGpq
zGi)q+*$}5As^QVgHBI48)sDzX>(uVVN4U#XzuB1aMDh6Xr<3b0d`viW>E`^;3X51i
zHu!OKiG7tZ%Zd24TyDR5^2(0)N;i|ElFSpM4nAT$VJP`(|JQ5L%ga~)wB~nqt4In}
z)2<EbT$-=9>&2oIYrB(rKY7oIx%Id8Qs>j1`$g`~lKy_4_oaD}{=%O1d%xY9xm$Sh
zG_iA*Y!wNXs;zEv+@ZU4_AQQhyXW({i#=kgsiN1VPv_*AK9xE6HL`m_LM8wD){xrU
zSN=yu-~V`LH7m!1Uy9*=Z@4_eW^zxTEiY{K`9s(#M+S32#`79Bo(H)CjzpKsFi#P+
zKKkMRX}#S#MSK6gE8qY6$-YH;bJU;cI%&S}KWH^Mb!pNSkyAl(j+)9F=2oaj2zXBw
zE%)FN;R=}MZMJg3Q_Hfd=srh<vZzSaYaHF8A0uK8v*a$1pRl3h+N|q(wRiUY^V`kg
zqW+iZ+73`T{OVx0{CBlG*N!L|B~3agQrHty{#*6><?Ruwh4D$MDt!iF>jKhVbE^1H
zyB~h~<i&<92dj(YC!PymC$^?$&#k)b7~UfjjvQQYlCAjRqdJ8Iv$;PEcFsNh*PlV#
z^_sLbS7F$LVq4QEj;&9HvPFffjyFAR(6q9!d&w~=O!QtK=RUiqQ-Xh)_6w9g_LVbN
z+!*0`RG3w}JM_-HHU3E}Bs{wfj!Scv2F7h>S=u*+SHr@yQJ9N=+ETa6!4L9Or!v$|
z3=u1IT_m$0W9izA!gaeA_gSrartl)=@9!+hqa7=IB|I+Q4)NQ1t+7~+b&9>t?jveR
zcax4Nt<>eHKH%yp|EMg5fw5jj{&mEze96*|NA7PTCMq&)-L`!D+eutvfA8pA&(HrV
zld*qw0`C^N_Y3#3cpBSCvTEthm{h6ppeP|_+9cnGmi`E{2caz=J}7=$Vt%m7@k3cu
zKv&^T5mlR>4#q>XoMnP_Y;OGY<~DS;xv)8D;icQ(j+V<!S<>pE6|p0zVxoiKnx*p#
z_FuSWk*Rs`ZRERyJN{`TXz+x`Ri>7vg#U?_d2???lc@H(2-d=-s=C@T&HJ|$_&i&!
zefqTEn?MmxR|Q|@=UGt+{`V&y*WPyFQvQzj5-HC2jg&U1Km7Cj=mh(s^#{9*0{3iq
z_iY*z<8?i;YLT2ril;S>#3!b@J_vkb8h`BDHm|w6=3QJHRQx(pgYn)g$-25joa!Z&
z8U+e+Q&j$Y``ZU)sNPy&Q1otsjKS-~i__0OW}9uQXdX7_%k2u~uMZCT6_|HwZd`Dr
zacgAiCxH|N7ynZp*Xmr?Jx-iFFOuOj>vL=Vn^9}3HToi&1ClBiJl^Hh`O42it&3Sq
z@R^biSC?#;)a5-_irzfg_cHZXt19nmpYq9HkNuvKt0l8W=g5J#fiwLlGJIQd<eJi^
zoymf}&(?V59XC29s9#gKPTTIMv{8!3_Ac@3EM95(U24bw{(WCB-|B5pv1DH7*2`bt
zcE8t{6VtBI!|^=6zUR{0?rmG5XC6z~8r^^GqMTdZ-S9$90h80s>biI4Y;-D_e$saD
z-uu7jGw3z_V4H1Y#U;qUS&8*K^G3atUGMxVK0H)AoOHow;oAtt%T1eFT$hM>9`h>|
zzcWuyy-ax7_0I-JY>$4ibmf@lIO$*->*wQ7lh10L4zVblD^cO76A`r2X`y4FioW<d
z+n~TNOJV}W))n5VXW90-=tSKSpTw`KXBfF7;vUMK*eKcKkoNP-i936qe*OAQBYcle
zL7rj@>jSayS^f^JtAEyBxFVIHr{2dLe)veI@a`+D)35LQ{Z5)U_}!<)+Fs5Lbv^Ea
zU)`5-JW6{}6?Vqw%|5H2PbSZn%ej5GLn}_Js=DH^;C9Q6)*7xXe8LR9sjJKnUfOys
zDmyjGGvG!?<ZE4D$Nb|D%J1YvOs!-*wQ1HR@h^d!mmhk$QrGin*TiK{zGS&PIF-N>
z$KWyLbhq-y;7I-claD`G|8-ioI(PfsZQeGCMYoM~KX00_B`$g6IpG`e%eHNajx7<~
z7Ty0WgFoMf=WSX_#I-#|dsq#9X5OD#B>Z5Zkh+x5wJCP%p6l90x|N?kav&jB!9FZ#
z1@|=*k#F;Kv`^OlDw0%H*1a3~=hE$kJVy_{{kW%j>yg}zytjqBr<UFS=<sA$v-D>M
zGp&df0V)Mk4Hp?}eqrU}S$A^H#NLy+zpH0f-7UMFd(mUB+tgKSb`{$i<cick$vph2
z>nOkK%>5R66B^ljBvP`}+3b%@Td>CH^p3vIof2CkDg+%4u6MPtpY*YM>zl`BTZID-
zu9_QqJJ<7pUKrb^t;<=(`SXj8#HQ|*T)zE#bus4$hvQL`#qt(t2)lBpCjC^Yu9&vK
zVZy8A5>@rE&38q=+8I<je17C8BkCo^#bfBd)$5Jgk=m*2oMqm`wKTN~op>;1OOfdH
z$x~QaGXFmk-~U3WUo8Lf{rNsmY7VlByFB-(my!P0^GK!AsQxR*_k%{u><{=#@fSR_
zYw+H){l}&qfA`cZ{k-Jp{+~B37)93{liZfV$z!g@Y+l)Y$!Wrq4PFdd%50k-g<rb;
zd+$${fOVVPoEIj1ZDr+Vebr-p?uA(&=TnxWa|Kr}pIa8C=TN9n5tHB4UAX<Ku~8R$
z_BClM{?j^fC%cMzCv2EhC2+;>PUO4?iKo;b%<{Z&S=eXtnyEeCw@f|A@Rf_-{Z71w
z|6NW)D}I{~4kdf%S3K&xn|p2j>%a@u#WydyAITD2e)IsB#iL(J$HfZ+cQF2RIrt`X
zgR3B~GT+pTvs%2T_*$?(`oMS2(#<U`GI#T<vs*7-f3vC2I^f#M1l}q0{I*Pf5Z5+g
z`SJ@1!g5zsyq+AqaiZ70&_euoBg4Tvkz5>HVbfl3n5dOl`}3)Oy<~6P>y<K7I40Q&
zZJsh`^ZMnrKX{+^KKxMVBYF5WXT-Uz`25t53@5Yd%lAC`6maHIgyyxYQg`Iu%hx9z
zJ=8lZY{QSaJM`S%U9<i&-)fRxb7p6O@K+U^hV{GO?Rs%b?{|XeubGTO8YW+AZ>gR>
z9j{|>;A)5I)QdBDt{uD@J|&dR`vRZ!8v)*HE7A{r*)gy7r)PBF6~Q|TT+iGQxGw(9
zw$i{t@664%&wJ)&o7ja}*Ol@5WgHK?wM>gKDS1OwV(5csQ$+OC?(Ha4Pw{n~c<0*F
zBEf_w0bvQ+*QVdoVXcg6n%z2uH6_oV%REBP?d5FiJnc=1$-G%@CD;GGt2kQvM72eP
zaYvj-yTbyDmExbc^ffhDB0J?fzbBd`?$wKV_CQ&)plXUV|IRfx%ysM{)^7eZ^=WQ+
ze9rmPvKv!WGF0<&&zfF;vnXb1|7lxpag&XC5g{A77M+=NW16_@nvY*O{+8WHY<E4y
zJbC-{(4C8NV<zv25wzj6T`JIN=Jn_BrK@w9SfhWn?0?6St#qE-iFH!rx4XIa7p|>N
z;9Vg1Tz7i=<BRU{b2G)#e)Uh*HjKP;W6Cw911A*SYL>OOo9F*<<+x_h)aY;j_lw?h
zetrd=MRTI>%t$`i<nru|@p+rg{xMTO7Vi4J<ZmI<u?p!|*P|5*jCRPr4wd7Msgbd(
zY~Wq_B<0ksF!jEVhia#XzX-lF{Yac@>*t1DLcgc=y<eoyq4vD-MA1x^?P6luBIoLV
zZ?Av-ZQ=dsxetAfVqzBd{BxOkq}6NoOtbdtm}!R&SRUl&S}D2VoY0SR-HZo6q>8Qc
zJl7g=&}rwhnzf-Do}_91|M>4@wq@M(KTl+yEuAYq^WK^jC;zgY+N5`g@zUiOh9gHN
z^ffMgo_TQU!JLmzmIX%jGi(%(%wKmTT*Y0&^peq<z@B4|)|zT+lv%&s68wchSwp6k
z@p^)ehDDE<v~ilxjpTmYM_2FGB^e%CD{+6r##Ps5>r6Ge^me(9j>z4;J0H(d*)G(j
zC?+uFIA{#?_OEZ>oZqPRxGSq|?{B_qej}mz$t$_(fqfE<GnQ%yE_aDynlZ6C=l$OA
z@21H2)_Cqvow=_=Wy4u9olcd!r$_bP-)Y`^RW_A-wbrTJH4lz)aWdEJ;4fOYk@uA7
z$I`oVh4;#?esMqW!_K%B>de{!e4AOkwe>DWB)T0`idz%bXwR7+U-@*Z-tGqv8^ZmY
zswV|7xQS@Ta;``yO}$i>y~CqI*?FhZJ7rxK!N~#d8<_b#{y+IHrr4n5VE^fWN7R}C
zu}2Iy+-4o}o${0Yc%SU;l@fUuUa#5g_r&iZd)vNZxkOFRU95qp3eq2Ld-(AF<PRVE
zmoI&px%*z-<2}c1XVon{(0l2!Gsn{Q8V{R<fW8?KGtK{2wX&Nx-iin-c&*yH>tNT*
zh^)CyT&mN4vQ4hhoNU5l|KlM4qK1Nfi#JR#th=%zux2e+>4CSd|JGC}J$}{ycS}QR
zi(SGJ&7Z5PHZ2l~RGp$H!gcPj5%+Zi{Ub-FeJxp66kE7X$>3=0t;^qDnjLri`10$=
z@^y-94n#h;e_hBO6fSbvsBc5h?Tc&tV_VKD-S0pCwCzkyyhdc^!)N~AlIz}|m6>zz
z`unF!2X1Tge_ZmRZDx7W<0t=gl3A7IIA4cGZJ1%OU-r0LMT6lZZf&nmHBONaeWk+_
zW%kU|Tm9mF;qA*C+va@E^!vE6a={0){?%Q-9_J~>dM*}<-ni-1!KlX2m0|~z4t~+i
z%$5kV6uFyHR=b8PLhSN7r-})y8Xo-k_o}<(c2c)xq2J%7F-u<uJbS+}$+;%9{JOrr
z?VRNri5&WTbJka`+55&hzC>LkFvdNy$<(AS@xhEp!v&GQd6$%GMdaSQZKG4+t@2Gv
zcTb_gr{?<`T{PDEGQ1AGrPTPkK{|1cx_Ul$rG&7F&z;aqMsAjO&YXPK=QLI1-lD?n
z1v}JR+byT9?AG6Bv2)k?X_XcW_bg%cyUVJZ{8l-weOr<ss6S`&#x~aN-g^z}9gLfs
z)^!T+`h3oMckP6u#~&pg-_xwID|4x!t2no*SmzP}=a$t5VGWP(S7h9){eE|1sA1go
z`SUf_rxqUnn!Y>RR;;EXa^d`A{qpyZes(y){+wy&k)(&ax+gC`_PXkK%KUjc%a24X
zO_q3URJeEYk*VqIoxXwBrkrC5*<kfKV|6~y!lSx}1-@@7C|2Gs@KR#Oi7D6A9qiLs
zp9-}|?azFctIB2dJiy9Q**v)IQu*{Gg)-4)_xl3XI&@!ZZm=%1Ent4mpW1HzYmd|J
z!o8}k?Be;i?(WpQeDJNSZ%A)<E5qwGj4B!jzwmd(`aAvNT6ev~C-Ro*44vlo_%~WU
z>(V8~m4zp#t4jIhzyAJDwLz(Gsi@+`+&Nz)y+4J9$BG_J5j;P`M!cZ*ne0m`?bOJ|
z|1z^Bj=ghZ|8(hCZKILJ_NnVwLN@F&%Ir2hQf6>vX3E0M&bt<O)|@u0b=$SBZv9*a
z^IcD;MX&ST!@|Xt_h`?d+1ejvpZIut)%-KqA3M#pE%$NmrFBkqkJnD$vEa$!#;+Sc
z2sj!(UOU77li5<yr4_g5*=3en?Y5jI6Eq=ZZ|>p=9}hT8Jeccxs^Lk>5nI{S)9z;o
zi#^uqY`(j>E?IW*ksb4n_ex*SoUC&_VL7i>{H|irO|p^qUUt8eTl8|%pL_N!7XFW`
zjrC>bO!i4To50PcJ|Rn8HaenzQFGGKhW>Xt@evmaT$izOORe)>lO3}-A^_&UpQbF|
zgf18U`FK2?ulG5l^EnB*V_v@nI`XHztaH8ifNie(jz*(1vey+(dp^wl`k<Nr+?lOY
z?(|95O<O&Ioh?jw%Kt5^wRhGlpPq7>x#Nz%=fStrO&v{dFL-ifqp!^!kMf42t2Gk0
zNPP^jxo}BHySyjPhdYc#WOcXRE{(szUlL9i@h&reb1u{)K0#4Y)iM67>n^>z_j4J-
zu5H=9fBD`G6Bc=ti$~wMysw8T?SS*N50hF&tu^PUxA0C_-;-K&|EdvV)ux`tO>3I2
zrrGwMpEKKVTJsu~$v<vyw8`1=ur2pm(QIZ$k&Z3WT@pHScjicM<vOXoG3Ut7(no)H
ze9Yf`)(o^Zyg&TwkDGH>3%nLRcnh?mzyJ63-^%=KQ&yJ<nE#x1$??97^2=q;flnP>
zKb=~{dX)Ei*0d7wH|GxbOyPO?dgi7{i`h1x>bd^)iPjOP!o$4gAyZFR$lK3$Z}<@r
zm$FIdSlZRD3Xf$)ug+bazSVyZAFJl;Sr5vmXvZD<d3b4$s-(Bn%bJddhjlxrn$JzJ
z(5qfhKWo{--g69cLQmc)CdOa8P@~7xcA+>}Z}x|2=bY#MQfK{aoK~opvb3COPp?pM
z^H$|;9s>Ja_ON(`St;1AcA28}Xvw=>uh;q6f1Y-xx8g{LplNj3q;*bBYad$$8oaY^
zD%t7yTr%q3%AmV7j*ZDuGnWW3_!U%7vsU3VaaUY?E~2!ng#Xyr2U15D%}|Zm%)@je
zfB)ZAg%fQac+|}7Yg~QQbcUVV8!eT8ysuM&3KTDkYp>bhbk%g~pSw^0sW&k7UMl(d
zbo%#-f_2_^Zu-0o?tjpyV#@Ws?ThK*z0Dy4Jx1!`lE=OJv|Kpvl-<sKZTaTFjpap$
zgKsrBJau}pf~WcYiU|D~|CgPPKl<rH;Kr=dkUO?Zb8=NrY+t<SN9oG))EAZRN11|m
zS%u5B$cnCZnEorwt*bQTj-Kz@eAU}k?nj^8Uzs=6{7&Dg7klGghwiK_3z@RIugmCC
zX8pO9U9UGj-uL_6>#aR&c(qOyyB~dZb?KQ?XZJ2%6i|{B7Wl?WEC0jQT<y;nOGA=u
zH+8)&i*;>$v0}%e)u{phyFynjHhQ33JpYu4wybEj<MOwg*Dc-`7tR^<ZpX7(*^8{g
z?zG8HZO?XBJ-60-uU6$8s~6Ar1XWJ#Jk?&kOLyvmSAER<HXDNDpXlCy+pT<{c8O7a
zio5H~cbCFX?pv+lRvJIOFjsqJgjL?Im&;yAc}}}~x9DilwS%RR@Bb>;<?XJ|I=E_%
z<6DK4KdJxLt`T%(`C`P%vj2Lr)4OcDsogq7u1j^*B4i9E8n4-xb7;2AyJcH$^NL4J
zEVTZ*McSM7;1!>2VQw*<bG`Q_olJ85b5y@hkoWcTvu0v3{XJ2u%okgREq3O!RM`|X
z>9nS1M0!DB>GZW$J9BkUKY4p->O{Ub>L+Bn9io!TmGYlOUgll8{r&0pbNqSsr|*)8
znX_0s_}-GW+m94n6yF-5e7UqYw)M=d38|6?n;ea9mUQ)&Sk}F-X6pHJ%-7d`;$|If
zyZ(x(Wy@E6-_;X+FhP`Ua=~2VvjJgI^DCmaDPEXoAo9-C>pKhELdUZIoA+;FVyt=m
zWYeir`bT)Dw(Bx>?znwQ<4A)+<O@&rxmQ+J?Jz0SmMy&!IQQD`rRhvFz80E3G*bAd
zCDydNGT}Mryx#9`&-*7?d-Mw&_Yb`{WpRk|RzBABZA|OfH%&c$XlMWHx6AGSW`cI`
zY~f+Nb85%hz`C9Hg{SywFnF0Yt9Oa4vyKb!;5j4TW!J1&Ftb><DCgbTvvm`7Hl3{v
zohG(spVDprr%AjC61Ku`m$7DxF1GgYi3oezW%c;6y1akXhM3an>oxYSz5jncgP}{r
zzkr}gF`a9jDm8aEef_VyGQYEIS+SSk<J2`CwKjKG|76)AZj>rqU#rV<qxk;Q{Ohsh
zZ(kqYTKcn3Dd*w4)C}{V0e;qRxA+}AY|^=%yY02H$i8_CcmHi|O<A#{y`XSe>uj&E
zM`ym2)xGy>V2He9!{U6LDf`Zb%<XA^s;z4#?VY>*UCKZ0n7I+}Ii7@q);4|-XB1uY
zPbv08p+xENFH%45cUpRKOV$SNIc2j_GcDbXS1s1E(7K~g=^Bfx<4J#px;>3T)#BWH
zPD=PGoiCfZre*F9vC|es+hTtoDD!k+`tJ@}(s`am$X;lJk5yZVS^O+#KM^K@?iowA
z>3@81JN?uBHHoi%gg1V<<o)`2{sQJU9!Vihv6ClDPHuJix3WxR9k<THlLv(&96Lij
zpR;8j|8`rA(_=vlOUQ;(SLOF!Yh!o@+8j0O#?*v+TMRbk&aeIUvaD~%mv3i(ook-A
zW8<2@{wpVctUgxFrY)BDC`E=<`I%hpmy2fvJ$vOh?o<`{6D^q)$J@8u?8)9oRR#*%
zch)|>sA?d<xgud}#Cqc|bC%?5L}of_-ppJ+S803VOnD8J#y!7Ytu}7&Jf3UxPfP9M
z4fSh2cal$fPL~V`IJxyo#6i{Dv&H$>gdb5k*3>=oK-qK8?#>^YjGSN8LE*aO?t_gd
zUY+^yd5w(flb)m&&f?>VJ2h4(IIdJV-(6JnG2o2Q6z5N#6Cb-~_An@O1scq-HV|{0
zC$#^#%i6a}J~pQXzF8a>vuu$#wD0}C-`l)}bK6-|E+nypY=~NNSc0+a<<jYHKN~KE
zx-E<<zgv2E=ks~esvSQ6<EFjusoL}J*XzYA!#FOz_mlYQI>F9z&y-`F3)TqrPoKlw
zpYYu)?DH{heMe4>R}p3PpJ(3>$v*tkIq2%5VwO<;2cRuvjd2_+623C6;IS7z@ej1(
zz-#A(b^KynZSyC;UUfz|FKOo^#)=z>?W`he=N<X6dftmG-=#NtZ0P^IF!ANizu#`(
zRub#3*q6P2@3ySHPAikXq|`s*S+(B$jyIE#1P4pV2CsXkgO~Ymf|fmj_TMotUUKPB
zz@N?M?RH-|soc49*PBhJvx3%T%>NkvGA{3rwVv^$b86~YYT+V(FP)lfIiad)Px!{K
zT-kcULGp!11lhKk*WHR}Vo|xkz$m(g?ZMZt>r`4~%=2QV6fwGL>puCOSS8uEaC&G*
zujS(&<3onWWiDryg!_NJ+H_TT?yvg8p*!xD-F9VG)M))8;j_}Y?0c9f)9smTT`Y?^
zIy3uizuj21bY1A})V-<-jn~v4gjlM+J-mMZKP#_8p6gb33agi`e9FYFBj7u4_up@~
z%YUxr(VlUBmC@y@DQ~8n%+3}y>NozRTb6ot*ZkX8-5S>XQ(5ksSpWH~`C<$6UzvZu
zUe|x>^1ybh*1Rh-f4DqzPZo*_3YzhGm3kIvbw4zR&V6jLBL}otHe*t9Q~BklPaA)~
z+uhF0Z)5N`IC#HsPS4RUhq6ly6PC)l8um{}*mC#zsndrSzsQwbxbqN~wu|z+F1_9R
zPbUko9Q>W?zvA}&7@K)4Dgk^<S`klQwEJy6@V4-j=JFJ^hbb+xdGkQ483i8P%TY}D
zyYaYO_oj5?gL*%AZd&$k<<@yeE-XmVgf0UPQv>azxTh@r_2={X^1cmo)=9lHZo4(V
z^jhRxwU55}*H4r;wcW4%e%B!L(h|A<60OI~a!%X1a{k;ir+$ORthJGRf9o$evWK46
zUiN2Z?zWpzn+>l;F$qa*U||cr6DZ5P?W=0Gg%|hEbsPLjuj@9m^S?7bEqeUO((89O
z{$>_ezU$$6&>6Nna*GzDZiMPf%a~lB&xN-#mw#RHU;)F^-fS&T;p(+)@6JD+9v}B~
zRd`SyWYKP_`h`CV^EL^;YX3Fy>YsJH-*vf_n+ol}!XNtfva>-|!SlK0?=B}t?0~Gg
zUSJQ(4D3(k`W!z6T#}Hf`|+@`=Ph$6M~=K%PQ(}U0LdG9;Dxgp^5DI`-br&MO5NA3
z4v(+h+G(2kZlNS^XZD8`i~Edzmlf|mv>3EBbAp2-OUQ;d;v&fm3_Nc^X8~|AMfw{)
z*<tl=$73bc)${(|PL+RlQu+5crEZ-|dcK=v!J%$&fOAEH=}Q*SGPXmY-72!>cP@fA
zL}`RZd@#G6v$-hbL=<>iKm!XGXrl|mkv*;kUwJ3LiK~1%wX!^S^;_|nf`b|Jj_&<_
zZ}-|;smY*<z{7!QS>}u9#Si{|zu*7KrdP^z)%^aLd50$&OyykVZ};=bhHFvTQ<o=Q
zbAc?t4iI1z?iFL%G%d;Q=ab1A*RR(7ek<;~E&8<G+bw6$7@wEv6-wbd%4>edz(BVT
zvUN!)!<{K=!>^6uGozk?(u=^(c@mNyj{=IKCr+JfzszA~?YEn<nm78N&uO3306M7P
znZSjnt1|E8LLpWvG@7X;OsJMFU*`+nK?2$lYYEyNcKGgM_{Pd(EFl|i?I_Nj1&KHZ
zrn8C*&<$D8boJQW?8{JZ3uW*zimrK9@O=e1d=(fuw-_>tt}%NTGaI_OW`aX8Xistb
zZuhAmcY*Bf<(zSHZ?E<C9^c<zF8hOa3^841GrakEPVu?SwC_e`Q%WITXai|%S-)-W
z{JLK+3qTvw`R)H07|7p$HalO=tw$p8_Bq{sSEt9<NygRvd|L4P?e_NDdAoIOzFcr_
z<Xk^-<??w}XYBv~No?jd<G7u(+4n})>a~X+9Bhu>b2Ka-5-b6g$2b?h=k%Frq-yi?
z$>fK7zu)7&|LfZJLq?}{E`Mj&Jt&y*{>8<`hYgR*2=Dvxs9VqU*Q?d*4}lhl<`%zR
zyS?rCylOqr4&<mUyCxL1g2Qc#6l3y+sI|wVmh1!VE|xG(^Z9Yozi!gX7+xup6~W$W
zesd&1%Q_2wKAm13^<EsD_9r-K3k4j^IvS^4Ik$83A=QdIg~waZ+yA#&^_Iu@jKH;s
z<lYaUg@HEz|9pPfDjwG{?RsqaU4y$NmtAisoZa<eQTL%{e!GZIVo|nG^Ukxdm4+;N
z?)ztJAk$=Zf4=Yc>+4fag7@W3P;>_E&AXGaap|4;mtTH7F3-RF{l4lY9)TxY#iBH1
zYQJ232-<V>=-=T|j@in67D@uE&E9Ug+;-ONwoXjx)zH8_QJT`3OQDHiuRy@TSF984
zpDQ=4e&58c#{t@^zeTz64QT1c56~<b>(=zCZVG?Sn%|cJ4dZ?QZPW(s%_`D;xBvgY
z$l1I7pwUsqw2Q<0zU$i1gP?60cPbwDUiCU}{eDm4WM8wFVLOwY*HnR4#YAK-ox136
zT>am#1#h=rZ!5oFyFIE8x&yZ{Old*WRj<9FpLQ8(eK>1=f6XqomG5jmpAj~@m9aQ3
z+wOWyaqHIWan`rq&CcJ~8D!lfYrXCI-#d`~11bS-puF53r?^o~`4z`MwFT9!qG24-
zIU8M_-Q75UzS(@9X}&9`<q8hB_2G8EUMvRf)fZ_0D(JuUgi?3Q(rHnvt}A(3?0U6o
zb=da9S1Yc^mbcn|yRjI)i{D{2D74z=9eQe-b!A1C+?t1n+s)S`*nU1^oVb4Pw=Skr
z-5E@o!X7_5gM!yjnEQ8Xc-+c&cDHjjyPit1QgtqEK62>GWq<jjakam1-{+gG=G!&J
zeTvSMtx@0nMV>AKCqRz{FIh?i&GvHNTF#^qp)q;mgpkq~7Z!fJ9%r9EGj-aAACJ1-
zZ!e56JTyUNEqo&y$BKllQT<bQ?0d2YwA+8R>72r2l8Z%nuZr%~Ib(9!XQHU~y`GD$
zKKe_b#bZ=&gWjRA*Bk4vm4CaL-hZdZTYqnfqV56S>lu+65ho|sA4w354qYuU-|YLH
z;&5~IjDL^&?bp?nL$_31&;qr@mM#zasuF%hbNQS}QMd1`*KlFkb$pU}#=H{V9iqt#
zZSM3T-1kB$XRDlcVXfpv3IAT<aAUbZiTd|1g<EyznYF+5uv*o0RoJi|T(&iC5(+q|
zm3@9o!rp*o0bNNaS1W9+4^mA2zvYnF^ta2QVRQ!6F1}-}8)hz|R8)J^DMmc_=@qS<
z`93EbHn}d?4J&p{nY1F-UQ1S8mw)R~%jy0<VOza!HMMSXl|;DgN?u&X)@fTSYbDoy
zf6&a|R(`K?`G#rd%<tDEZa!<adbf?pqLs^Lt$L;AlIZkuRp<>f$>P=`*H>(=kVJnW
z3ltJ-kN=B|Uv}T}>y=>c^H1(|G__h6Je!%`XLK$2?4HUs9y+spK06$+E*639!wgei
z(7oYm)tVz;eV=bsl6x)x|A+fo(_>X%k4fi;Y*!C_$;7P_@b?|4ISMLtLqQSj<-gUz
zw(vQxq|uV7;7Kk2{=TnYU-v#&ai{Gm(VhFGX4dT5{`lu^XaKF}c%k%0dsA)9yG7l4
zQs=DS@A>fW_j~cOC2n^MH=nc0p2GX@+wJ`RS1xzw)%|)o>y`VTt4~f&KHROpPa@Yp
z^0eOW9N*u&CPEF%0fqK8Wz%czJ<mbo>%Gz6&!_p^-~8#6b~wLV*mqDl8Z@UW_+G%V
zc@>X39ln*dXqJHvB*}_|9WxNs2}*FU)=s)ET7K`sLg&Lt-MV3GUxKy+f=)1a_5Gcg
zn(r(TxrzskFVfwV7fo21Q0jjAE4X3`C}Yx!NPWLhZ1sKcTJ^gnm$TM#M(uyOY_?Tu
z#`=Fh&a*DNkr?vi@Av!iYZc3{{rP-8|4*pYl>6ZAW(!h5f#(yx)y?(f(yd3uqC=)C
zy9w<BosaV8$H%*74BFRox8D_8<}*_$*BG>CJn?W_>F&Mu(3}E3gXE3vm87rA;@5<{
zbp*HFt9qSvc7E-*n*}En+gsY@s#fgkV|}!CUe&9Wpz{zwyZ_wxC+>}^{d)EAy4~+?
zWk&CZnibXA;P`Ism1y0d>#kyvDsMKQw|h9zU5<18o=;vT_KM2fCvEnh(puee*8INB
z1mo;CH#SbZ^z~-?d{^DsWw$bwPhVXTxcJP2drGyrreLor%x>TcGZVjV=D?tRt?Kn!
z@pU_&%_=x!c)X?h{a$k|UhxOuoz*2DLHlfO6ddL~EE*moSYQlKg=!1BH%zTwf27p?
zWRl2(ub|y6dp;b}$jk^U-59lY$D^)?bBfP#PLHqKc`8&)<vRFOB!|<25+O4uY+w8|
z>u!>$TBll`LBQlDhNsNpHywm-{eQK3z1zWeHHQ*cE}h2Zt+z8J;fdmXQE0WcTOi<I
z*7SK>APqVNM$Rd14SI(zm9&b&cN4~fV$0kA79T`Q1B;il1M6y&*hE)og(Z|B&ZHIb
z_R{2S&X6pq(0B=SP=arGgdj}Mt=0yvu-#vlyoH~QVgl-TT^0?4HsTZ-%RsFoJ=;uc
vn6VnXjG}8sowA_m>S(BhZ1AE*TKUiIWUE;9I`cpZ=uA3KS3j3^P6<r_EQwpy

literal 0
HcmV?d00001

diff --git a/intro_lab/image/pi_int.png b/intro_lab/image/pi_int.png
new file mode 100644
index 0000000000000000000000000000000000000000..6b3e22834d52e038db0eb3e46f4f1d4de2dc3141
GIT binary patch
literal 68878
zcmeAS@N?(olHy`uVBq!ia0y~yU_Qmbz!Jy7#=yY9Z-4SV0|Sp}rn7T^r?ay{Kv8~L
zW=<*tgGcAoaQ2AclVbCtgE%;K1sF9Knmblam8zP~XXYfNFhzjL@o1l(){Zhk$H0rC
zg14g>BDs~yTo1&_cdXEOopiA6)NGXoyYFwm?<?Pz|L*VmnZ@V+JU?^hZyH0umUQmc
z$Q42iH=Ak#LmK#v6%9K*t9S$&m@E%4WaaqHyI^f(B=TqRp8c$A7shO#a^zR~?*Ce+
zV&df38B~NGiR8(tOFvR(crZ(5p@uwzll2wpGiSuTK3I2zx=v7FaM{GN{N#pdEXz-9
z*m^}xt&4S|K0}JuY+WyA2S=g#kq11R3q@K4qPcg}Fdn(B@a@5p%{v9k9c>h?t=W@Y
zwT>*)v_IncyMKmevf<4)TMTthyK1Gx*UdBNw*CEI=lK6=Z*)GskodJB@Um-T;G{W;
zcgxbBwRjjj>5~y((&Fy0hUp`#U3ixM!S9!jHf~h@_IHkr*c!<>sTMb5w&imi*)UDR
zd5+|3+os%`N-OoZxF7!c)6r1b!gY$UsgS(xgQq`T`yZ9W1-$S$liIZALtxC*Q{VZU
zB-WXH@kp%l+0&zbE9yW$cY6fmqi=i8yqF;P+r9PWnh$}}6D_<B-4u9KzEbJG#!TL2
z^X8h*5>Gpt=xw>e`OVb%a>5#)j|x>(axPqaXNOI^y(D|jY2hP%1;-w|`qU})QCBR@
zweLo9=$<tV8j*81HdnG<T)c1Y&w|F2uNrL6C9u1n`jPy;_2)!GqdW^fCr0icOlks$
zr!f^duszuR)%?q0{m6d%1ZF`GW}5`dMUr1TrhnsjU@RrlWUu(BagU+Be5O9Xh{NCO
zhHKwsat1Bk%No@0^FicMPK@yP19v|J{P@yzR;>J3tlQriU5ghB{q5Ly#9@*B#he~?
z_D$!Sd|7_fU$6bHVxw9jASawBw2PzMk>kzNgL71QSd(WSZB)Ocp?u%?hwGyGGmIT2
zUNqJHQ@**>;r+fq={pje$_~^Pl%J3<Ixe|GZNrhbiE8(DsGm8@m{p&mA(#Ad?=<^<
z^@rb+`;@C#i&@(R#Wa)uL?(yXyC?n)P}Zwy|C7_Hdzdfz`NqpPT;Et+W0-M6bB*Bc
zrnwUyY@GVRWtWhfd-tTG(=CNR7Moowy;gfI{-2pubxWg%)qREe=GyU_6eBDT-BhZJ
zs<OK*{cmFB83o4USxlF&-8v@8aPoibx8D_~C;Zzkcx>tWU3bzLV!Rd@z1`iH%Wz=h
za)t}{>#s}hX}q0n%AkJBGAXdpr`=nQ#euP_AU%UYHi5w>(Qn%U!5xhH57?U=SvnXy
z6Rg%$S)FKGlisv5K~RHjX@cnu2CV~O8<^j){XU?0fuXPY@&lP2Jhu+|7Raybjr$<P
z)9^ik!%;xU$@xVG+oEm>MX?UuM?Dn^bsic*ttv_<J*1Qzj+}@|F%0Tj<Ek~`t%vR>
z>mnY@-WV6F3A;VaFSYM+v|B9U<r*58dqrYyht=YH85~m0e$JOK#B33WZCdAY`eIgz
zepLTFH~q!t7xliVT6Hk`$R#IK%}{;TvvC854yX4~mm4)}ShNqX+W0p@c+TtB5#rbS
zYY%l=$fiG<R#40KXrl%D`J>MtYk%OXF^}ut{^<J0yc&l8ZVLpraEP&lI|(Q@PH>yy
zsi8JSuuQN|=-eUMtKJp<DngPj!i$9O%<eqG^GN0q*CVk<j7i2Dn{PPFs7&;bQsJIt
zt=V)$?djw$&)FW;p36PvE{VJ3zR4zXdXD!ub@hp?Pn3!zEBSw_?410k$3|tjO1jE(
zEpf%;Q)laL_sUxyGx?6`&bXb5T}DS+9{F`HObHMRJf-<tGhLHkBme2sr(d7OK2bmY
z`KkD+>8ItV>{qz2`@eIQlj-tJD}q-hz4FT9-8!>s`mbqjizP4b$?)7#bIU7A_bty`
z!MBT<Vh?&LdNi)y;IJ@gVcf#thf^2LSu}Cc_D3a0osJqEJ=}F&<oDDkQ+lRGc;zhp
z={42s_>??tUaiYhbEhaz**rB|<9*=16@Ow{mn5xuwER$L<f2W^PkX%hWfx0dh%Di&
zHLO+ttFt$J>WZvIQcGqnj9RtJf2(h)gRkq^I9<QoX;DjWac<RPJ7$o^Vz^0SwM4tb
zc8U4NGy6Zw9hcr-bLU^-+{bn+`oq5mJzqI}g?zyNmH#4}S3X=mapgw0#g2~`s;$dh
zXBk<%EN$wu$g}@Gu6lg;Sn;vxJ@zL5=83IJT_?KK)IGcXn&?``T-mn_xeLFky*0k|
z*NR70e=g75uU6`%ze-;2lG{~t_v^0ZCGiGVXWToZlV-Vjs^x;^OT|~HU%S2T`ZDt+
z`HSRN$1kaO_`i_x=z*IGR}=O+b{}k5xGr(V!<fTXhpXL++|IeZbd&BqCtYh`X4q#Q
zmvtxM&mEV$Dkqj)SaR-3qvqKwmrbs3x%H(@^5U7BI+t_0BX?V7y-S#v7nfOgmT7Cj
zmIu)}8(++DnDM~K(O_ZKp<M4(OSh*srp`^>E_zt&%BmBq4!*kTa=6n|__~jc{m0o`
zn@gvC^?Uu>Ov~(`nX8$vS$@vhT+3}!x0%1mDEn8&{YL6--0kQapWm#0^WNfu>>-(H
zR$DA;N=u4FEZ>#CDK;wcD!cWj<aXp$%S)B5pIOD5y8BNvO@FL6KSnn8b1eVPe^1k1
zPJ6lS_}iZ<lRfu%TC0EE@p|{>yW4k{R~pz(vfWl$Qu(TKlkI9-`D)3E!o6jcwx7*D
zpZjp{_1{y+Z@E7yzVe*;^i<RSt8co0vi+F$W82S_KaTzi{bBp*`gi}&>p#nL6mZNC
zz98el!NVCNTw(2D-60$zZ6feS#72LIX^WJQY>?n5iz_xEBDX}^+F0Aya#suFiRf|U
zcQ6P#3cgm7bDQPz%<Z4yObg4RqNh)m2bu*IFFxmfd2zbS`_4M~$HJSnp4F|%Tw}3K
z)z2_5D<=0&d&T`9TR+Bf3JX6|jq$tU^F-ZDZQ`Uylgd<i{XWj#l<4(7q<!Vl;Cx@>
znP%Cyj=r3AdGoUQGZtDj+deKZQna+I^#3GY#<F{s?F^wQn=Dfs4nN9yvgb)v;q~I*
z74P<J-IKoZ-OB9X`O9}MU+ewa`@4_6_xtCYe~A9MF4-s<ZETm~mU1nHFa2n`><P7W
z^>lgR6&yyaYb~uTHy2s8h#g8w3}2W1uI&zEU`Ix{+$3||^@j1Ha;57!e2?z$*v)Oj
zrNwP`u4i^-#k5a42iItCKAWyT|L>X$`#)^A{2_C0&a|CX#o}k*&U<c~|GOro?$n=Y
ztZdxVbY8?tY$*7ybZXHV*YNH&-PgqSM$7Eqk=gleQmc1W9p{gw>mn9Lgw#~8ynSiy
z=?|%YQgctgot7W<Z*5C-(aI~kwygPbn(JJb_x@XdqW-=9aO%p`+|@GSp=;IFiLKeU
z^;q%QcUw<ob6@|qhC4cZ|Gb_1QvUAdH8zXU*{pwi*ThYMdp54N*|Mi_^223UXYUJH
z5`JgRmz6dfBC|h#IxD}eV0%eeW$4@ctM+a!dHp>1Pj2}(_MG+W&DQDNcDxg~;ql9J
zJLW#GFaEc-Z2Gfxmty0ySxjShFD~1D&Fbp4cNcGMUd6Xo`1;qkb9Zg8o&SE{vA@%P
zZ<kMy(Xi#<>*C+{!}jO*=yoT*tukeHd;WJ^oOss#rMvg5iN9`sW#)a!8{6C2D|@`D
zf2+w(Q`x_VU-i#=Ty<RAf5qI0(n&={Cr>^MZe7kcyY=kf<(K`wZ#k2(vtI4tncizB
z*XE`>pNq42UjOb)<@?Xe^>)Nt)Ls1gXruSJ=~8;uaqIR!DtP)Lw0*VvZJFDz)?3DA
z=agsWznXESaMR_@pTCsefBig<<?fCe<3DM~*WQRO&-34Vx3s<b`Omv+cCUXgdPjQK
z{tt`~9ZxzhZBOmrA{YAq^qYA0T{64<N`9BcSIYeTQOCdh`P0dJ)Z?qB+bp%!tzPzf
z&9|LzKR>ShSNm3f*`61*nl+YJ;{PoFG=Fyd%zaj$reBW_XA@$pitmo&-yiug>~Zc{
z>)++N%@dpZ@1^gT{}u2l@bTk!{^#bOtMB{&Cnw{X_@(Ke)~ChK-q%`FZ7|2yMkl5F
z#-+s!Y|^u4aUGZ~#gNhY;SIz4LJ`)Rf4#Lj-kj5LeK3E+n?5yBcZRGz3>~o?4jML#
zLk^~~7>e#wJ^o%ozv0%+-mQWsy|-?jdUVmDXr70UKYWPJW$^H2s1fDm=g*at`?pJY
z(q3+d;&pHCsS7IEJkFndXYGN|=A{qPf0|!knf1a^bU8Bv0|RG)M`SSrgP1A^GkON8
zd|+T;oR=9AQ4-<nW0jnrtCyIPpOmUskz2q30yY&^6}bhusU?XD6}dTi#a0!zN?;XM
zdBs*BVSOb9u#%E&Tcrr!00rm#qErP_Jrg|xB|9z!1qGX;lr*a#7dNQ(qLegSrHqo2
z0xNy}^73-Ma$~*xqI7*jOG`_A10#JSBi*8uG~MFLypqHU-MnIDh#@d@TvCgZi!uvJ
zGV}8kK;|YU<(HP&Dk*_1Qh))7J5wt%5jN!&L%o%ppQ{g&(KpmH(1)81G9Dyq6_8nx
zniJuYnVXtdoSC0zXK8L=16GeAgRs#Cp)(Sp)6me+0$D4P6jZB?KF9}1K7s@nSTxAR
z&5p}P9~`itK(^z0aK&Ahfx&^n)5S5Qg7M8=_KHx~Uq3!hS6Om_Q=m&E&|yj*qvMfH
z9U_4`3L07pvYA~QHU))twJ0&^xeAD-CWeYch-hlLCNc^x@tD|mCBV5sMdg3(^Y8m_
zGCWr^fB5X#yy|_QZEoH<bH+0LnQ>*<y)$!W%AEY~>*U11$Rgl?OehPqFf(x|G%z3&
zfBYL9e%6cCpeuLanDSE<MLUatgThpX#v&~qJ0(;z6dV?ud5>Z$$dZ*T98-c5KM0~b
zgDJI+9o1nh0v@Uk3+8Y&_oKT`K;yGDnq3VJT8vCjLnLZkkp0FY;LzYO^FF#=EJ2(C
z8p{toP)7DL$Z;&E{_uflWD6&FH8@y`vdIggd0QdiSvi_r42>a7ET>i){OCaUcB9dL
zW@JM_u3sXg5a8E(&>by4SU9Hqltr^^G>GAW)EL5~xYF)3DE$=lI5;^q<=oj3I88sk
z&UwDGv-8rtySsvRm%WufbpjED95swgPY=i^S9LHji7|cr_;FL#Rjtb3Z@1@boSm*e
z|D<}rzQ#5lm<<O6nRND+9Wl7<2@`?FvOg=w6x*qb<WLh$gE9-p6j{SFB|@mF>_9Lh
zQ>y>c744`=;Q<FDQ>r_U@m#cY`XQvj;bySrD@9PsKqNs6rv`_cf`@(7(Ndp{s6xQE
zkgh7UG}R}d5HRZW(NG^535KK4MgOG=lbMi*m)E4fzrUY;adEM#g+)Z({=a1}Z*E@h
zUo~OQ9G&I<^QZaFHaod~|GzA|`(?Ltm+}7En{sl}GGDt)9)3q?<_1+`vspN%Z04MI
zT<L+|gF8EmFRct#kKC3sv!$iQV{g^hO*R4hN?uOViQ3|^%x|vN>FN67yw}$I3knKe
z+EtqU^FcGei~VGz8jK@^aatVvs}q;>qq&Y8J$iDAX0XqMH>>$F67DVa7SFu6s8uI+
z*A*j=Yuhpm{+?8y@3Gje_sNHchxcX4okw!jf#*ytr|i_9H*!R9tEj2XdV0>ejc4P!
z39LKC^<o5S@12=xyng5Ib1C6#qeA7XUM$Q`>lYRhN;x~r^wOTnV$1q}e@w4`K(62$
zl^hnxXefKy=ja!_x}s^kdA0HOeIDWKVkWY3i=DW!G5PG{q9-R50|Ns;J)50>>f77f
zsh^*n{q*<y{nH1V+0XvIB&r=|^3`O)|F_%kKl%Ip{&!d7N;af2(N0_;;G3l-zsmzR
z#<@3T&2nbs+}!l^*dd)$ot>Q%_y2vHuUX#T(=(;=^Rt-@J8FJ@Qj2eXeyElE^y~He
z^P1A`Uhuwrv|Bv&)02~%s=j7@HvZp?C_x<*I0ZD=FJ)X3kLEgZ{P^iEQSFpRM>;j%
zUS}}XzWns`^s~QDu=B|n^q-t*ygX!e*jb&eW#8}A{QMNVdF73po711Jum8LH1&=W&
zqO5Lo5K;)>TXJ!U{x;zYk7tx5uelyqeKu#2sF;|V?<|vvmzH{`XU3P@+?sdisn^b;
zr$*LMyX&_7T30%+_FJT8+@2kp*BBzFXXwZ5xUkBq5~)1C5!T>vbDOjKVP;1M^CPcr
zZ(q+jt+}abNzBe7Az4}7eX|0~B(ntWY{?A1-k-Ps^_oxI`g<k>t$QC_|MhCPru}C|
zWH$;Z1n{*4F5%xMa^dOu|9_s_Kke4vXYf`(U_pcB;vE4Cog#0^&*i+gEqC@Di^4-T
z>Lw;3@Am!9`>a<~#eePd<k_a#(}H}b_pXoMZ}&9a4pF}-2yig5oN6@a`f{+0DSUn0
zR9Wk?88=gM_ndoC_U1<5zfaTmr&Pw9?D%`W{@>(JGQ3l=udbT<sW?jh%Z(LWqFNp^
zjZ%HKE?J^tS^TW$#jykxq$-oiRY4`d%E?|}!{mm%maBWK%ZtS}vd!N$@!Ek#=GsfF
zw%nDkudUTQf2ntmR_LlJpNgyGO*X8H+`Mdu8Pnwj@%J~Mdo}aJms?NI7R3hrTVMaz
zyTo!&pYK$y&?Olc7u~C2`HpCten@6yO0}1hnI$%ZscOrmA0Hp5o}Fd7tXV3-Z<dK?
zN#thzNqT$lZO@NCwYaIdIXJB&*y!?)1&w=O`=qX2*0^aN<6K$K=DJw7x=&9|^4P~s
z-}nCB-rJw7_O92{EZ5b(UViNJv$NS|M%sakT3$@g%Ub51m1!{7YUT22;+jD!rQ70b
zuGtr5JXnAFk0&Dj-?4H`xqCaHso^@SiAU`AytzE`c6aVr`_Hqvv_9T`W!&Cf*XKWd
z*S0I>*NcmbHIGWY$UN{ovxv26-LGB6+vhRQmGzu&op695a!W?wG`qOpE2P)Iynb%3
z_2w^;k(HlUtkC%R=kxie2ifJ%oH|~R4-57K-<YoZwcglgUBbZlU-Ux4>mMH<U)q`-
zeo@jp_S2sW&itPJa<(<MGI*z$J}6e5t9x~(oBw3CYgW5odEL^leLu4WDXT5uFjx#O
zC;r4aq}#Le%jKl0m|9$Yx>H!qM_}&4ucen9?oKt5dXZK8*K6*kUlyycocH=0`Ts`1
zVz*u&)>pey{#;n-yea$ox+~kyOgjJTIIC@xcKyFU&vyS?s965)PGlX=j54?BGuFrK
zH1hs+)ECykX><@(2;jRiacO*=YQfV}qLF(lHrD+4czju`lnJl2nNQx{uh(+&m$U6%
znLfida{^oZx+RW95fL+9yU(w?-cbDF!orzV%l2und*Alj@>=BF60vymg3J28S<4(h
z+kU^3Z02@3_W1j~-{W>Zoff_4o`@~mn##}5SWd@Hf7%9(Jb@FSEMc?j%UOLE6OUW_
z>-T?ob@lX_BUu3}(*^f`IK+MPl3i{;Tj$Ej=gy?5ER9>W)^UE`2iH$A4*x9{I)482
z^z_;3aWAXB|Ni&;{q$Q~v%BlA_iq34!axXKNH*lN{<yw2e{bb1X4aBz+sfbHd-gXa
zwkdjDjHRS)RmnE57n>em@w`2CV#(i2uRnbF&=d3Sdub{Ar(?a+vnB7Hoozn*@s>@$
z)?{1{Dv0G<=N_CH6doHDx7<(m^HSsUk%q6|d}nrIh6O02Jhy<xZ;3g_ExjGiKb~t>
zyQ}8&S@UI&cis8c%x`z%nsIw6TLiPg^-r0+Ra@uIQ=2={uKZn$SLyZN+chN_KRBk}
zFx9C2eAe7I-=yQ}=0)bYw^a83`;~pFoHuLz|HX~wyVoaw`F!4fw*KG8UFWQ(YX%>C
z6BWBXFIL#*bzrRIU*~r7+b8zI>cvI}5rqK0BY{i(>l7C-E}eJTy5NDsWjWq`TH)(*
zrroLgcvL*^_6p+*>y}=WYI$kBY~}0MwX4F`YHd&Z^f!%nRhO8q7N~sBy^y}+-rUmL
zD?(VMOyq1T3{>6UhwmtOIAuQb$7XGZs|umh&t_lxcr`MOcV7L^r{bTNI)0I_|C4xX
z(;>&V-{0NM-j{Z6P9{^z*6Ry)#_g?ow%Ti|mQL$=u9|n9&>YYwq!3VcrQmX8JXc0Q
z@skr1rz{9BpB1+?YwFKWTV$*H*G6wYReauddQoQ{i&@?si_F{Ga=qf*>|Xpnvg^-n
zQH|He|NeaT@6TWO_k!8ZNo*63c8M1MeKF(xFZL!S*DjA{Hr_MS%VPe&Sg`r6luiDP
z4UT4ccQTk>tl^qx8gbozNzKov)1P^VbBpLiTsUK4|LKJCvmb`)eZ9$boG&$?=_q9;
zLu1jji$%#Se}Wy%AMN`6Zg;TRL@ys7lg$g}Z3~;8xjuUPxsdA#hFV&ube?|u^2=e}
z^2V%2CRUf`kiVCf9Q-`fINj&Mp1QwP7xj4;l-}I7eX`x_FE1~D`g%Qnw!W<VUCB9T
zukF!2`xhE{3Kv*8rZCsGyp(6U&iP{9ZGPJ?6MCdfPfdxjcdm*3nq7A#dEJ+}k=KKA
zufO?XI`zjxDMsFT%F4=5Hy)QWj*nVle9*mLZYrqqde+bPtDQY|-`tDIyVg}sILiNP
z&XxC*=UbI}MQzPe^_^v6xcLFU{hxwu`}FfKrfh=R&%n4}Kq25;cj5xUMvVpDlfG8W
zzqvU*eMPmnUd#kWX0{GC)2e>!cRQSaeSbf{h`-i7^8B5%IYqJScdNg?^x?;k3gIO$
z&lFV|_gl@jDSvloiu>!m?{>XjH)a0M2QwSaeOdMYvcG-qzAsvTn~(O%TAz_uy0$J>
z``6a&>w4?=y<gL~x$ox`&EPZB|6O#cpDtyZrP6QzZ^zBV==$d#(1N3(;W8`7l)3+;
z9sY0jacEvBr0R8|TYuk-h3Ru_DudkmWHOmj=k{JH_c5;O{~|ZTx;)Q#vxKbd+)r_9
z_XV#`|Gvxnm)_@p|L3vqO*q&zMQc~j@3f|GQ=~sS#?0RG(k*wcRjCo<CcVYiB>$LZ
zUpwJ%|2O5|f`_+WoRv=5<>c^wZTzm6F&`ftU7C2f?b8uq{~1dk@A9^Ww{!{?IUM8j
zFI^;1>!!fKTJ-dk>iRvOx?WTsob^Rwk*fE!B{ze4FD&z$o0Ya;>!N>(3qn=~X-Y>f
ztu$<v6bp#IdvRCh<z+@mM>ryP7A<`tA84}T>U`4~x*;n9+TOo@$8<gC^Ktq5oV1<Z
z({wWDt+h{2*=%0^U0oj5hS@Ngp>fk(x9)9958NEg3oqS_v)y;%Yw7d3<)?0JOx9h0
zL19hF%S)Qp>DdA{m7h{T&F<9N*lBxHPfyF9Hu3el+q+z1&ZnsTbaVK>A#k~$?91!x
z=j+7mxUlE>8uy@=H}9Oc`P^gq?R2zmXK(LR*KRS--{0OY&AGYh+1_vb_J1z?nOFH*
z@(w%9H6OwmnNsUzC2zGlu(6uVxca#_Hh$OYqNv%<Pft#Eulo8bHBHy_!nLzY=T*JZ
zG`_s%xOC>FNH<%zRsQqsF6}6MJmvSxo-J$vEBn`;N+@3Wj+HTX-P-pDzrVP6c+S?^
zA0HBL?y1~tY4_%&`us1qdN%JnzRvj8FPYl(xbr#lOfrRx&&EkO=QTnLntz%O3*O9s
z?6g|oL=oflOD`WDZeMPrt*7Ugc6OHP)~u^W?jD&1YZ@n>i+H7$JgX!u_<X^&r~6g@
z3tc#S<BRO`dA8NF9xp68`Q_8o(@(eE&ifqYY?^WH^MT!^uhq8SuiJf-<IQD%d*7eR
zUDxG~^ulsdV~&VIz&W=Xxn74d?iZUf?`rr=zq0FI_%*Yad}pjyuX(Tgy3K#xlGzO}
z-)y>;UY;_&>wn$#v)8o3*XjJ)w^7aZain?IWrwJ8?dxYB<*B{g{q}y{@3nirT=Gt<
zENkbJ^$}RBEr`e!b6IbEy>)J}`)%eRhvwPr@-+ckAuAG^0_Q4zQF&SPf{j;dNyt@&
zi1a^~yrmS%UtT)8r+L-v(!U=L^KZ(%ZMOMMRQlX*G2N^(hjsD$_x-GUy>|Pua_>`r
zJskeOSa{qg^HM0|%KsXR-fw=b#Z>Da+yC!WPQz;N@1^bUGA}Rd%=@==|KVSJ)%W&P
z*8XA_eS7}WQt!VW^Or%}zzwmi98=y}6>YIjVEy7D7yEC{#3jbfRU)BP*5SK%FF(f@
zzB0)5SigLJU-zZRl)H(Mlh3)`dvj*-?&p){e`S(7vMY@Bg<$+Ix#BRj>z}`TKmOHv
z%GC4TweQcc{aX3{U^=W}=D^A^<)^I!Lt{3JiN>{?8MePVk=j}f!k}`);?);PMiv=O
z0ZB>Cix)4ZW$s_juxs`%y}SRO&CWlw>6!h%ABQh{>%M+j{SH+0Y{|HIC`Y2)c(rKB
zx2W>U>(`kOA#TpfF=g+{li+ICUhG2b#?w=^)At!&I@2Yp-6dzf^u6`#%3Hfmf1Ms*
zm)Xa6`b6!Pb^G|&Ue}A*a6sq#`ztFa+x-9YIc@RAo_pS}Usr#DH|r1FX8OZ@`1YbZ
z{ERFD9082B+keihemBuD`PhkbbFI%>f83S5EAQ6Si%X2J?%KR7Pi6VR-SaN4akPM!
zLLb;cIZuN17HF93hL3`d&Y3rx{`J@YasKx9w)$i>-$}Dfv(t8n@2as<Q#<zN*xKv%
z-)<xu)&Hw8uAcjFb|E9Q?o)W6%E*+e?^q<wBH(bKlj&Dq;X<d@GiN@$y1F{`?X9hs
zw&g|_+l08;mXyCsJw46y^Ru&OEzke5+q%B|+_{X|EBm3juTj%sfy|7@Uh6?QV?Otb
zOK+mKX3g9@<@>w4+QRC7Q+~hOt$+CKh2%Bg-rQ8K{rzn!sD6p7ertMjS7~<J`@^iT
zqTeBnm1Byr_VH4%z%-_Hk<Zq}?mjikG&|+)uF^~UYO60AA2Oa)68UYWae5HbyJfz!
zXU*Misc)&=b;T7j2GMwiLqH?ltv4Iw78V<!3z2EH-z!c{(Ol&2UHju<d(hsh(*AY6
zu`fS8J-sR8qEhCiC7m<3UYon!v>%?9Qd$`ri^5hE`GXQ(V>V07<}<r`qS9y7|M}>i
zd3DuP7Z;b9VEw)FUpiLtN}HX~UcX0as#fSEPGPkr<(yB!Zs$;FaA*U0#^)Hscjn3h
zQc_x9UtOJib94IXb+NlsK0G)Ww9IEF&)uN=$=ALwINmEgec|gBJ<u@as8DiP@TOC!
z6zq>ZdIBOMDyrVorZ_gUo&5Ip_S4Ph?Iwc?fs${Q#xFq~l;!^NH}}`qr|CVH0y!I0
zN-MZFI9Rqe@q=A-Q+0xNxZY-w>YtyUKI>R{ZEbXVMPyk{&YB)M+o)BctJUuADmAuF
zPY<uJ(1WIr8_^98H}5@me=X?1(AXeUko(WH_?gemjmhnMzFvzC+LCdR=j+EmKR+8~
zUQ*fl``zxP#m~>BRhGBqIiy0JP_T!gans{^RtC^G@*jVP>8Y=)Pru*$ecqpczu%`_
zUT6J&kFhiF-hzisKJ#oM-|hV#Cv5O~-EBlx5eAL_PFVpSy_lfO^lM*HBNOYHpjW-p
z=BM^lety!(E_WgzI)-ucIfL&nE;{qc+00n@dL=9n&j~98l--+gIT@6`r!iGc3Hki&
zZ0gZ2(M9i#Ue7#b_4!TaCDof%b3%HhOqay(uPb_U!_Z%UDQs}s!so!}`a}z!ws+u3
znIFp=<n+J3SloZ=&(F`PCnu>&W~CGrZJJ|O8|Bt3r5d^_#LzwX=#e8SFXTeppsDeI
zxIzHmAH!wspakK-_2O83>gj2|FQW?zHng<1F8wp-8awX{|G8GG&h31rjGs?TRCZ0D
z1MdJga0zI9t_J0D1pxu3rCw7f#n=B0y|p!4{o%uha$h}}pDlLp_xk_u@6xQRtI{&d
zVq)gFUk`$n6HMU^4wePSr_BQmhxZ9xkbK%Ds(osTW^fQwnt%F?$&)5MInc;_X?3`M
z@tP~@^J|niIXU}2E#3@HE*uIU>=~J!{*U|sHco+o#Ux?h<34Mj1Ak8I@Ar6pZLO+`
z%8|wMV)s^smc6^9DQi_SVU}t3De?FkMJX595Z-}ECYDp@r1Gn}8JIXM+#Hyn?S8k*
zJMGL2#n;!@Pk%nI+Rx<t<S8>|WTY*P-kPNf${z3c{XRGOG$h6w7?>DA18oY-p61|u
zu!gn7Y-iQiSD$XC&p-L<>guPR>hlC_=ii*X<n;RMYa*5X?S3w??8~~lt8`wBn=CXD
zZrI7txalnWglEd2kgQN!ush{`{r|sdmRsi?UE}UkIcr_aPNi;f{b}xUl`e5LA6-Ey
zeEIYsQ1J{(w>cUP3vv!SE<Onkn3>`iif72z{YVu4@$dKj|7Hg_FE8I+@^aG5nb#V2
zyZ6f#{rHfGl!k72G&tOJYjzC=_ayhIFR)HB&$|;*Qdary&dz5xss8WRrR(|6FmTMe
zvO>|hjc1~9`nifK&97kZ3OF2KV`4dFCZRG5JQ+5jlnFFay2zFL=g;T!Q(s+KS@iqu
z_UbPNw#`4UtPD0Pc@eNOZ0#(cStg!(@%!Ff+!_KK-uW-45b*8&$AyrR)lTTdT<h&y
z^6$r)<=xS^c=2M;o{GZ$d25cl%UYFqRDFA+`TcJB{6DYb{|nisb-~KTZ=wnT+uq-}
zSOf~!Mje3@^X>QV`S<JfrpnK0k_HJ4pl;UU<u4`%MQ_hDeQx&JEz$nZhi3Qdf#4Lx
zz{moc554*SSc@1aL2{&QZjh4?UE(1qX;ZO*bH?uS_j)^vo_<;p`tjq(O+`<=KL0BQ
z<<{HVa^+&(RY7(#vIu;TXJktKFUcL%1S%&Vq%%1>ItHx@(Ui0<TN63y?yk~oPCmYG
zE2i#p{`P!+z24UB>(k=)R-L@K*xhzlpBFd+ITR-RWnwvX)1GY$IFlYY&uU_^E@I;%
zpZRvNb-!M!XI@z`@wo23f`?5#^7i-MO!)in_j~W0oHfU<2Z1KcKuKbgdxL{z^_@yB
zP)XUq%Ubm8jHYS!wJAS8KR<1Lzeag$*40ld#CJJ=`}p|y()$1Ziq6}9Ke2p%-Kn;C
zxs%ZFXnZ565O7Yed|nsGD+$Srw#_>e54Szzc{bBH-RtM4r?#(p-?i<{zOI*fecfD}
zPbZW=J?^)!Dv_NEOB>sn6!+E2_&Y<qVa;Uay*hrKh_JBo-s<mVe_vdF|Mm6t>5E*u
zPwDUfqf}T}_|h)g{7=-@tf?<btMWGQJ07#ZfpPow*0#1;Gc#-v<5rRS4h!adJ!ZoQ
zu0y(6g4j=`pPx6i@bR(Ki<37!+g7#Y3aFhD9_4>Qc6+I^A=A?>Q#7ECsAkgH`)!_T
zIV{~lqm6@sF>MNSg1}2AaDaKFq%7f)vAB@0@ul_&GdtgjM@PF;&(E`!+wNU{W8c$h
z(PymB{IdIe-v0lak6S}vlYH+v1T?CTPuvY|bf#=}IM~FxH2wU%n|HdT<?TV8svQLj
zdE{&&%HG^4Om2N$WOBf+;=_V7GmVe$*<TZDXb&#L6&f1&St6?5GN;IaI}Z<H8ap~T
zKId&b$I~xm>a}RmBAY`Oc=rdfU;70g;I2`2Snx(VeI6vu6*T_&`T4YT{+`6LWA835
zZf|LCuhuDgc}ex>x7+!t*VaVN+5cvvlqfjA3!K=)&{*{B?GDJiW+M;hlM@pU@2R(`
z`jQd3yKJq^*DJw`DqpJJz5Dyd#^g&2o!Nh$j{kS4`t-}jz&=p2XgJ`@C7^L%MPWL)
z@KTr%*f?Q=04S56nQI*`rW>VVnsw#F3$a~)ejS&upK@HT+Q+K&l}bCm{I?fYTHt)9
z(BN>4g=32GGuK>5Z0u1J5EE1Dl{Pm!_`Y4fPUC2o=;s&r#P#E*tPEa$s`mR`_2gqc
zg0ZuFVUhTrQ$VBo{3L6LaT7Ef_f&rN+Mahe<?*rJwC8#L_u|WRkH5RVe*TqpvA5r>
znY*&RSP&G?3``t%6dV@RFmp;ma^8<Phx?&=fs0yP+}&rFPnd0z`6y6XNLUy&H<FhA
zHtp=JliPA{+aPl4gSZBVn|paxq1s~{?#Hi-+q>(`Jlp7dHJ^R^=hy%Il=}16>-A3?
z+2sW0ruKDqe*6)o1&!$gTbWo+U9b8e3~@}IBB%-W^z?M|+>1A#&9N-5y0WhL`MH^q
zFRS104Y&LEBl)6aI&6F~#izl+GCA%Fq#{4?99;0O2vp9zysVdnoqhT5KTDRV+}vNk
zzvSg5SGl?$iJK!Mc8Ldq^9%zcOAu&*hQ<$2g`?2W@Sp2N-;K%Y{?kOY!)83aI&X`K
zqN3xqHId0>*Ya*}TPtHxZ~$KAH9ThJm?HaMn*kjC4Y4dGmSuaZzNVa<q-vCV%S1DD
z)f9K%{_gI{pi<)OEYs90D*_k6=gbc5WoX<~E$sy<B0hLG-q~5~y}Rsf%HLmK(+;nX
z*;%yowx6xvt0SGlm-g4!7tgt}$hG^@-Zm~s2wQ|UINV&R?7ttJdUJFaNY{w!MuoKT
zN~>jGUngoS<@NcJ_pY7Sr|CwYDGWM0+kATL?y{xuMz4imgTu{2XTNr^b|z1U{>iI?
zmUf+)Y3weh6QOW*Rp{px)zkH2C+Y9|;q>atO6B)^KKC6tb_`Ld6*Mt4ZW4BzX$Ou%
zmOTy?6+3J`9uWpr2$Hr{TSPR2RPNfnF3PdZuRJk9G0pPZp;qq82=_ZSINao1>;qY6
zBBMM(Ki=-;)z#B;ZftP0DtVz`^>|L)uBxxAa_;U5omc;_64aW1b9=k~UT+O|a4D*=
z05m*TRq;{=lx7-)S(}=gmXy4_WK{Ub<>$k8`6mb2<-c?|PES5R*ZTSyy?$wPzekTB
zBkC5GSqzOu3wkyFLM9&{{O5jhX6EHNJO7+Dzdz&g60d1GGuQR%9k;9dv*XL#+u?Gx
zUjjD=A`(s`gRnvX-v-8|){yv!(Vy_kLNj)nte99??NsSHKM#)ypkb@W{q}l)e|?=?
z{QTVAfOhDr3#QNp2g?BWX?4(i>gCYirxmtl#-9KGeuEZk7)Q@pb>r>v&(F`#K6~)h
zwYA!y@rK(~BH;2=LBInvU~e+(3oEGDXJ{;8DY5)k`~7Zu-=tY~wYw@d$=u$0bNam9
zceZASTh{(6vGQLi0anRa%`KpDyZTRtEhxwsm}UxHczPrE)|QE-udmH~aDDRKjbGP1
z)eK%X<Ltp{I+2rBJ}-h64rKxg0ox91Ty%pJOPd@VrYBF=2y{BuC#!vWy1u#b*_XC%
z>C?C8-`BI+z2?33=XXU_NmIb(;Elirhnszi-DZOmn!txe4jCCMuB;CCpQab9rR>%-
z;m^;{%d5Y0i|fsJyj-sGiD2a3s?uFwS3>jSTo#TgZ%v}Mh=M)Ps3UTLVW<CmyR_}E
zkM&9~|GnhM5to}=GAEnl-U?ykm(!W9AMf{FN(&NB382omb&pUkq*^-Q&UEnL!Jw5v
zsx!^==UG-;YH4ZRRiAHL9oEJ#uh%POYIJ(j<-HBi{PhFW6rIm6a28TsDp<3WY+k=D
z_x7yRt7m7KdT;0a`0*pCmiPMm>no^vH)+nCIqytEKurz-hXe7f98><5reugi0{W&7
zs8jg#^z`XBH>b~ju)W~nq0DU_&5swm_s{a(7gzOC)w1$a%B-)NP?w@<uTy$3D;6{s
zZ<2Gv;BMH_qeoBL|NrTKv3FnHkB99guY;jwS-r4Az_;y!3vD4u^2fr4eY;~eCb@oo
zw@FTYs($=FljxPlJ#uev^PN}uOj6P;XU2<T@z5UJ8zqMYInyUDnhVw2=x}dO<<qU#
z<BXr{f!g3Nx4k$s)A-Xl>-Q%%pSRO)=a=`}ZYK&Yyx1EB>N8k!A)aSw%x0Z5X_AVW
z*|n5c>AXhMb)(C2m*)IinSXzuQTe-=pMO4|cTJygSJl=m>*6BUXBsQt-QDfoD`mQF
z<*Mfv_Y059g8Hl3pMFAo)%Zq8A>f=|<vdWwM4`b!iiwkxb5r^IxL{}Ivq!tdXRkNW
z`}kUk_Zz>gm5NkM{QNEvO{K@j`=?LSjgE^yavtKJlx_y^^_yGgwu4J6NcsRJu^+1$
zj8FZuGTOooNnjzM+9POt-rW$(f8PVA$IDw5xqN$bbMmvGod4ODx{!MIK@=m?(`?%x
z(AM&P;S*D}r*Fx-8>Qwy?@f8`?tPBCQfmJG`U+Z6adTJc>#s-uK>E22x-1b@x!sA2
zCPG|w!&xEy+?=4@Wx0`?Qabni`E**&^w*(QZqNYGMTOar=6r)ahk(ZK!x|UZAi0mp
zL&3dICTNih=S+*jMLshO9E+Zxo16B&Wb-CgZm}6>_xR1TnVA;L1<i1+42_%gr@)ph
z@QIw5tlnSp=ElW0*J2kswVJTT9Q-8gZ=-m7TdwzJy;g|3QnrGIRk(}mAvVhBEb!ha
zU-Q9nv&inu%gZvoKnpXz&)zyu@2(oO1dC;2IdxO@d@;n*f{q5gqx-&Iiv~5aK7G5L
z?_E%^;r2Xrb@kKxYJcZ!uAF(hF8~z$3JKYaOsUcQ^1YBk{eT@4E0@TGe}8|UUOvB0
zYvRO-nPz{ktPH-iJwLwk_1f(&>9e3+?jJ!74mYRYvVp`KV>|bY$_wZ1ey_Q?XLZ8C
zrp&B4_Vsbc`sMZ4@B6jt$gyL~BBwh+JhKNh0PXAht`%HsGcdj60xfv?`RVD>y1&0(
zUhD1dp1ia8xmUNC?vo>(!Y{8a2RDQnnC^ilW7?Fy!xA|U=ZosoQU=wNKz&m0>3X7f
zpS=ElzyA9Zp;wUPRS?X?a?1SZ@uQG1RVdiZ^z+lx$<OE4#~nI!=*~T_`@#1%BsOzS
z+yDPx_4cnC5Q7g$GqIey7w|+5s%t_fBku%hvz!_4)Z#roJvXJFmjhLWHyy1n^FM)l
z>5`yAfFFBD62yZ7C#o7hd?={=bW;84>h=33ZAv}8?B{{U$NRm{&$CT^abaQ6*H>3f
zUI&5usSOTkpcd!iW2R919+WoDu`KqQYgPK>_4@tOq)fAxRQ}(be*V<&_xttdT9=F6
z{m>0fm&l{8ECLP>ma#N7H!m%Edg{~D>G89k-pIWB=F!paPyO|Onq@a$c3Q*(%3=zj
zP??$ZSPAA>EylZozpq8-n>ubdC$W5LiTfK>?`bnqZ|^R9>$O@d72>Q49ft*P3`L<$
zb%z7fnOeEUr%hCLKh+_qe96YktNcjZ{<^)K)9Qb{RF5~Cm<~>sEGrlqiyHWJ?n1Jy
zf&j~x7c1m!t4^GmY3yph+k2PtwsRWWGcF#|xm_0CUjuQGji5rnH<wN;h{XyMazQ1+
zr#r>xPyYG&d1=bYNqM&?&Y7d*-X}A$PuBWW3#ag%Ym31x5{AYvEF4oV3onuZd6a>X
zWmBwziAjiD)eFVQEg2I-R)^`H{dVNYkrVg-eKQB8W(zwlUrk6py~8P>v3s&2Yy#<z
zmqYoHbx~Va&5X>uu)uLvu66ytJw5XFaaJWS4txyE^a=#WUV^H_f}EvJuu-rdOB>#G
z#BR%p+^k%-yX@_yoW=9j|GAky-}Ce|-KSSp24`MdDgbs`;}y`lUDF?sQi*|Sn?Ofb
z*QAS!-A^|#GOK8u_-mj3<;RNr{eQzi6$Pm6tozGN8JxE_#UJ=vAGv9NE~HBi@_2!E
zzyb%xm$$dC_nBi6c<AuqyVtxuJOpgbUcFpCf0}OewjFETp##}^j7+K1S?+^P5^y+B
z##H&~$waf<Tc94d7Av<{$?bou!`IJJ_<1vZ{?w`3;k)2EwLq(@p{8)$h;m4uJliZc
z%j~CC?5-`h_q~WbUH|7}`<@SnxIbMDkKYN`hP1-D;VroHU;6sm)b;!SMQMevd$Y}c
z<@u<2X1TLqZ7U1VIO@&E{_i0!<dA5*a@_su>TvzDb#rYhFYUQ+Q}o2+;sfZy5r-^B
zrl(h=Y9Kui2F7Ua7koEBvrwR(?3<FgVd>}QSSlZG<27d7yzj6NBo!V|by)Cb(gSNq
z%YcKWrD5LI7*Jtul-gDD?vCYIySeuDady96C<nj)^z<|=&JI|D#^)rntH5Ir4GoJ~
zxJ0#74!849Z)9d)R(b8y(Qfgx>u&C<-o|zgTBRc`tZr-&y|8)O{hH6dpy8JnZSn6e
zE%ly$#_z`3sI8NNm;3Ep?PdpZP=hlI#}rwk3njvg;M}mB>qX@0x3{-X@3;RKQS|)W
z+i4F^P1W91@-is%-kzN@mPJQ$ZMndW0H*i`2g?t~XUIV+*asDjF*}Q9GDMjF?CR+$
zc|CE$1clY%>&>Ja-`?DO9Ih!^L1n{k_xE5E1RM^?vzDy<+{P>IbGc;YXK($zDxf)A
z|5>x9Oi|hOaQg1#g+ju@PwoHz><?KH;OOM!<a2j+=8fF#ch&CK|KBU39rh+I@9<V|
z#<des2>7OG)(;7DhQ|M#JD5WMt~<DLziRIEa|ZWwJ{_~o+r}FMo*0>6$T%%7{Y>{Q
zuvP@YsOPXi<^i+McZmBwls785c7X~HRXe+T%j2u^K5fgry`=2ztxTbpMsI_bdYxS4
z+HI3}|NZ{|dQ~=};O4=Bc}y&)zR8$J^@8gg2M5lUwzgT1XMf>PkFRZQZ9O@+{GR5n
zgW=6=ymzWz3B7S{=kq+?C+oZ6P3G?{{*aig<`U4jU3@3Q6cj}aOdJ)C4(Z*er)Vl0
zr=2mdj$K}Q+W!Ba;9VszlbBv_c@@|OvMHgSkty|ezoIRqT489MEus;)sHNu1MfXpi
zPU|nPTn?)detmhFd2KPcU^s9O<XAcTC~&YeFfhdlfeHr0<YOM!*Tr7m^Z4Xs^`)R@
zT;`=ECa<AoP&~+@K3QEz4bH%*&;5ce=Ka3k>o{93?<)22>EV$ua5&a0Jw43y6gVJr
zv>X=XTy9)^6B^PJOqp1@#ine(SLF?A!~f#jyu0MrmrO~kk`<s1(YsX>z|KhktuUX>
zCvz5>-5S>jYXmH4`10;<v|Epa;=zLl^W;mOospEZtJ$&V`@QPC*U%=0J;;H*lDbfR
zjPe{$PESAorfBVZ-Q}V>pbo&I#fwu<Oi*0p?l}?c!Z-R33v&J&E@6kc(3Pq3^RuaC
zZ*QGE(kXoQ=ec)siw}Ofu`xOI!U9K@)9)sn0C_$~MIdSMwo4)4oCBK2cn&V!uC0xp
z?GRahWM9$Ku2kuBbFI}ut<xn-RD@%q!<4`o?SL2)%c*S=YErP}I5#yXSeNHz-rTg5
zbDDMOE0yVbv72)G*iH+p`Apbb{XJ^hWU$HvenzI$>K@^>kbVP0V~!Z8DQffmPO*@X
zkP;~4?$}{*S}b#eP5HYRPHyhaI_eM$|Fc%O-~4~PLkyB#8ye<wxVX4@Y)(6ya;!&k
z(dIMnCh6@jGk^W&ozy3AS@_4j!Qp28v8HK|#!W*5FN;Y;-KUf4sn5>LT=ZUl`ScR?
zoU+4y{+*yf=L7p$IHvr~w#ndyCfOSf3N|(|vrICRno{pdTCXj6bwzWtvf06+D6c7?
zy80ieRE&S@2$>8Na5$jGB&B1XcgNyx!cWk=Rq3mc%I|l}b1xas0{a|P8-S8IxDh$Q
zlaY6tv}x9qybW)x(kp*_csR30XgbJP4zy+>3zOdgQJwlvC)FoiGkRm3e$Jz$WXn%3
z3l=L-n}%fusJ+0eaThWqz`%H)d&jiI*LgQGb3c@VQlw#0OU;jm?fddo{J|mqA)>+I
zX0jG+6pMlB9ji&iHQs%ftgW=v)ZE(mWVI%%`<K-lLq>Tvfx7+CKPxSufx<GWK|A8w
z+1*7?PCVR}y-WDpfktLfiy4-3C)9#k)#>LagJVFzL4kqw%bcgPOtZaGQc`B^wJv<r
z^5yk)|7T}sPfxRjv?FTt9TvQ)E}jQ&9yBm8G3qVYd~)H!g)hH>lIy2muh*Xj4I{1f
zW(B9x`<wzAzt7E52ZxnHLjyCbNd_M$XW{M7;1Z?uwVHO=nu6$dCWvY-0gd0+W-o`S
zKFk7Ipw`UJKkdPTgwx>W{X*yVCCSJ8K7BrKAAL;`lGe5}v7FlX^;sq~Gd(Z>4|R2m
z>83n6F;Pe)<*&a!@3il4Z>zt(wRQ5@+2+<h9pGuaf9eT;|6lue-7g9hIpB16BTOOx
z-X75Oa<R^o-FG)ko-`@t`@6fK5)Cv{n{zu{3N#qY(!|hMq|l>O3oZN@_ltw3KuX@;
z3cXkLT6cTyUeL(W{e5>?PVbU|bh9Sdg2MXoxnO8mA7}&>N+!EwK+9Zm-wO*1Kb;<5
zXLxYayzP*R`~ztG?)}+HC1_+?L@Wqc=mhTU+}@UZS4%}jWk&DbTU#=fpP!#!9^DTP
z!p1d%3IXS&!rwt^aRw%i9ikdROFDR@&3tB==fB%_ZmM?pnTdgOtx6}Ip02+e+Ky@X
z4qD)le@YhWIEKa&)-F+Pwd7+x6We&Dcde~{c}W%2#sn3HU;d_ohejLnSvaQDK0Xr+
zF46=X7#gKn@^(HIn`x3c$>zfWX7edKjgpd+Q_sz@G)g$Y5H1F3mTih?aIoxd+zA~c
z;!t?t=g{A!6}+s+XSSK|s?gQX*3Ft@UGBHcXQoo}@xD@6;y@jGZeU=N6yxCHn)K=E
z>C>PY%crNN7FXB$`1JHh7&@h$pZ9hfA7r}y9;m(Dr(6!pb1X)>0x~i>Q?<jVMQ%>>
z{P^hT-FwfEbP7L{c?Ozr%$0?-H}c{d9DY9I-3ednUvQa8QBe^zeKTX`Qzllf9eeLj
zRCZqyy*+PJ;bXV$rI7yB4ogO+r?Wpl&H^WBP$8Yov~c0Vp!IRKGp$NjxwyDQ+%vbd
zj07#u0CgSzd^|2ct@H#qw`1yE&Ghi$!%Hgyl_l-#_Pm&svwDfUYwrDhvA4G6YA^Sj
zyJ;1qX@0<$LqOv`i`;Z*Vavc2sR%CL@9o*S=l8qadHM4vOi*}zef@MkS*s3s0-MLs
zxaqsjPUx68hr$C>(0s;hg&pDR<MQ5D{`{00xvOMlhV0x_NH4qsR76|%-C>2a-B<)Z
z>~dJ>)cORp31Cak%}a0h>c{QT`26gwck#EIZ;wJo6C=0;G@>_602ivD!t_VG!^K6e
zsZUN!{B%OOe@E_xo14>9FD>yjN<PK|3&amG4GuSpwX@*fxv3PeDaG^Wi^cs*yryd9
z&0n9c!!KpxF-<r687!LTfo3M2x#+^eUEwwhXuvjRXOU6uuab)kZpL0Ro(7s(jNYDC
z8r}-&jPbK@OtE!X#0AY_3KQ-!RfU9HT^0KDalievnxCH{&D1qDJwc0AWUb4lBp>gK
zgcdpqwTw(pzx1vE&m4jM)e0VXTpN9TPyZa_bidPPs%mQB>9)Dn<<D+tcq<x#)=qq3
z<(P8Wd=Y$u#{+YwokdS4E%TkdZ0G5(Q?<iWetvp-X}Q1r#mF>pE<>BK5pYnr&06xZ
zba&ZXP}0l0EhH_iUHtsq)Q!o<cdc~>cVHT}GBj@5%Dod>9yT<@bBpN3MEv`<eZS{q
zHQzhijMdcK-1_Boxy5u~WpAT2E60?46Gix%z74Go8<UQv+}TkGS|_vp?N#5sC7j=$
zot=I6+CosL%;7;)<Am(`C+e^OXK0))>fz@%?Z=Ob;@LZPSVV5kn(E@_cJEED?)vNH
z6Rb;KC@{10iOhA}XO|iM?cH5%P}e}wxvgTa?8Ao-LBpn+0SgX%?SBSZ<aJ;hsKFv@
z1ukttCG$V61qWZ>+??+FxlhhkOE+rEiEGQ^_Ev?Ky}2<_^{qzeswp+!Zl<T1zsq^6
z!VhXJ?a?@JDO*3ONE_}xNUHtKZLk=*>Gj|^Q`NV^pP!yCt@!vT^4_VI78X!{6f_a@
zcJmh7r>CY)7E<-vv37FY!K2;cPoK}P_ggOoTG`W(%gQk&*Sf?6)*FALu)urrblqsR
zT_30EPtyDP?#|B5x96_=dN;E+Kk9z?y5Qx0%Vw3lxS&}1@u>LO-PdRCViX6}bai?M
zE@j)xE6jp#ZA@`-VE**tMaIggt*dUIHo5Tj-rn8dz7V8rQs)-Xu&(^_65hp|<IpE#
zxg_W2rcW2$<vk}Vx$69We(TQa^7r>9&6tr9+3o`>hfXrFobr>a{ROJOKq1PgDIg@I
zWSVtlLZ`5L*S^U)Q}tqZsc46-nZR%N<G`vJHXuzGnOIKs$<<kb8^{d|OpRIsf`W>?
zQYHq^wRgW>Ja4y6-Jc4xXGQETc1#==VGRy9H#++tht?tr7g#?%Kd%pJC5p#Y9Lx>>
z|L3!R<>OxSCtqG(hPFX0d>b5YW-9yDL-ia8WC{!nG^+TJurg%jq}2UiWuM-!`|bPd
z`}_PzKQ$%}g$FK-OsVR9R<*F!_Hm9E&*D-~O_^Bu_?YLqn4LPmWu>LH<7>Z8t@-tG
z`Lw4gpi;ySwEX8*$K`lvYABe~koThWe(m>@3mlv8eEWN(Q~1-n-S1DmySp2jz6-h-
z8aD;I&8h=w=TK;9Sj_sR_UW~?(cYJr`Rd9}nmjr6{=QmJPVMaP-@e8f>^2cbrqty<
zCV#=jxdQ{^ac&Xqurp_*rfY?sy7UOtv#t7?C25@2lWI8=WM(i6$CSB7m%f18F$|0>
zGWxJ_{1-1WIQjUteYtRVz5TBj%6&bXu7FxQbCetwyqPj_*?d^uK2Xp4rRJ%-d~L|C
z($~+fIrsN~c1F#yufGSW$Qm8Q6ax63TwIzD)6vlC@bFOU((v_hMc?n1M^EW`F)?tq
zdA?uqXZ_RMCqXV}a%pg|bYPp52TCSjZIXf-k(-u8HqBM{mpgr0FJ_0r=Vxapw{nX^
zI|?kDK<%M^y;{g*1_L9@9S+cJ*BK3d34;T^yc3g;_sxt<{p$znF3(YMSny`a#bxWk
zMuS#EX))Rwy*er$Kc$UVdfBPJ_m6`nRJUeN|MLER{FfgZpmOj5deE}yu*A5#xw^VW
zPU(u-QxPbpAE#6N?94_T^|UJ*Ul^cg0e}LQ!-bLQse?@DFL*1jLSw;km(Vp4fuPw;
z%c3V6_Ply>a`LBp)$dO>GPCQPhJ=D|gM;M-w<-S+p&$ZUD+8K?ytFD*`?Pi`=eK>e
zzn`q#eoyExxXs2C3)12~;~ywngMBB*A)*;{WKVa@G9Ss)w?OlqPft%j-6LrXv&6H(
z!E%Dz<b7~UW{QAXHMjG2`?~eXXzr4^t@Tpq&5IWqKOgtoujx7o3ScI;1_#T8wn=?(
zP3G#LY}s%3YsHrA>*qeX?fU%n-{0RiS#Jk{@;-+OC;+5<e}PvmfGVpyOTcNsf4*JN
zLMPVK*0K9)B0=ka-1}rULV9o<EFe7+uD?La!S+;mI+X9zi`})QN5b&XTcI~UepHkl
z_%_LWyCVbRf6!>i`ND;vU{8ahbQ@<&d;95Temjl1*5zfl*~<2pd4p;vmIj8#A_g9%
zSXj%MWsh#aiU7rzH#aZ0Oul*h`?ESw#@G+qWAmHiq8&89Iw(l9lyH`<3|gA<<HJKC
zA)!axSUWpA7wt|2tuI6DIfU8YAkJFCS$20<=~Cx*zP$HU&(28BG|irNy9nI4vj&ZK
z6kf?NhSmEIlo?~2?ye5k*Noq{=c#b1_?yz#*G@j4U!MmlbQ0VdnNqF$q;g?}4oi*7
zgIlcCH#Q{Zl^?V#eAE)T=&VqVJTF(jBSWK(xI)0Wq9i$Z(A|i3n4WNbb+~_A<x|nq
zeKDYV>-|05_j|w3gBApLLDP_CNn6Arl@yD>2{!Op5NHqQxrl95e_FZ4pLFZ*n;@zk
z79lzrR8!pWYH+w2cGxu;T5>Wpz7f2jdL#Apw5jFyD&4<q4z((KGlNIc$VD%1Pe!N@
zXb?9+nvp5>HjgMTbcrk@%cgLJ@O3el7C16je!H2jE4|3w_3yXa`9^tnEKV1JS}csa
zIRrFrr!L7*hX)or(=L|X`S<q;Nl9hhl(N;!`t{|dTEez94xlnHftishRhmc0*9F{4
z0Il_MRj{y#;1bu<0S#T=R{Q(&`Fx{{3knx~_kmVeH^{PbOnGaOwM7!{cQ??=7Ga&;
z*-i7-{<-XLfAY=E&38k=gV!HG^EvzF<fK4B08W=Tf*sC>$Qh^gykG;*H6F-gVmVbN
zZFmbZpU1$&al=6Y)QEd~TV2_$XM<yQCa6nQu$H0m(^k1Z@Ipah0wZ{4Vr9@$o%I(s
zPu>6LlQ*ah1C62mpuXwr6BqPgDe?dt)5M7rL3@=sxi<YvfBNz9@v}Eihp&s-=$M}Y
zvf)EL)3yKoZG5nBYhYlK<9J~hSbo2DJ7}@_rm~uvJvq0wcrNpuod!u~5Bix{PW`jc
z+5#Th0|nrQi4F7C-T}1-Z>FvWE$9NR=|0@f9}P(aKjtztZo1FQ$qOo2!Tqo|steM!
zr)!7%{rdJc`{suyPf{!^J}dxjmfSQ4+zz-88ac^z$>4{%E5RAm?DqzZ;oqx%zcr^e
zCufaL%#MJtbupPxXZeGiWg@kO6&6JsHiBD+4-PagGCmXLY5q;hEN6y_iV8Gs{^$ic
zi-(mL-syUyD<CGO23i;=9$#~Dlk&RWy`U{)Q1kUc<{JrZVTPH{!N7R;#_I6(aX~u@
z5>MZoV^!*<<}*V<-EYnYNcn`a@Ex2ESUMW!Ew8zqyZt0+LDtR1pgLrK{r(<F<6}^t
z%Y%HLD3Ss1(g`>)?b>+#^LcyytE<Dezqz`z_<72`J(ZhMPm4hkf8!f5g@AMK1Rwl_
z6)X-6Tq62$G56|z=U$XdTV3+zhT-Oo)8%AcK@srB_rS0JJO8Ymx&_{hb~q3Q>ca&s
z_mi#s^>VrH?OISzdTZ9yKfmw)-v;r^2|q@rr*E!2hmBV@I52R(I2QM7UC}(7N}cMJ
z(p9eR?x&xgo~{e2nKpShI9Tp}QVCm}tsw9K)HMYa<u5NS?N0R<78XwZ{p~HN;{)>t
z${aUn1+IgFkx>w6{qR!n>D%7q`uOyK)?NF}vw_C>1X<8{#lmyOu;PWWo#V-giO!%N
zK4>Z?wg2mm70vAYr+$2V40D%rgM+2@l}b=C051C;D1g_8U0&w9G;D3uw7quK-`0Ru
z0F}MHl?sh{P<D>*{tRktf|9$#fksgK@6!7C{U-h0Ql?o`m{VUEF>(A@%+R>WzK<&x
z6wKgs&gA3J-@WVqzu!++E}ysQ%}r3_eE0i(ljqm{Ith*M=}auA_FZ`v35&aiX4Wq|
zR>bYC>SQ|`=GosZWm~mHMO_`1m3$f;Zl+(c;ee&Vf^7|Q;-$~$mV3=M%hgf*V)Jxs
z_VrWy|NqU01S(@ZXmHDG)^l+30}~z#om!U!FZWw?+$~boRxRt!j>1V3CL}-#-v^)-
z?DGvi3&2Vc21Zd(U2l|n%42)pT^&aghkLt9SD%?{eI4onagYZBo<Wz)fo#wOPhW#Z
zd>brPjjy%`FZVmS#B;KWo}ON)9(bwKeUPINBW?^#9Dl+UK=b)~DhglT-MxM3@vE!D
zQ_s({H7b7Q1Mx`X8c-_FN_+=v<#Q+$G=r9BoDB>NT@|u(p^tG=Qc}vTEty5%-bBLm
zh$sY{^NM{3nRWmTl|Be_=<lxj`}Ml+Y3PD-wFqdXFrk%+<y2(H>9z30#BzuG$+@}F
zpjA&RgO~TEF1@_m|MZ&3%`WAKz=I9@KrM=;X6NDYEwIB)K}*Z4>g%gg-+8awLFHP}
zlMbJGHaDjpEeCZ~)IsMuBtBDw#Wn*IB<Jle%dLE~@%Wmqr)Opw8>OF<v8?*C0#c|u
zgn@R5v}%2a*Hr=^A{_3AzPq<~w`KCrU)?2Pk<Cx`|Nr~`y7)&>V_`xn$RBQ}dlCMy
z5#-?Jo?QKIr@NGSUQT3e`M!DP`SWC~N=`r{@iu6_UF<2SSpy0s@W7Qu%#IB+L;3jl
z_C1WczUEWAd|idJBq*A(xah<L(7?irnWy}1zfO5t`uyD7$@=^M1eLwJ1I?)qd>NTi
z^RtTd;pwW;hx^5vqU-BoK@0Og$sO;PpI-R*Smd;cpi!8L;0A}AvuE9bE^J^Ca8S6+
zWLf-diq}*v&u%eYo%e#$(%=PQe?Fbop9bka-4jv>_%==DJG?v>*pbONH}u`LwX?xP
zTCb0E3LB-JkvMGxZZqVA24lP@{RSmjNPOJc(xA6nFMi)1&?1y+-@CfICx@;MJK1ml
zF9TW<@Pd4yQN$1T1><^75v>pp&|<xxpPz5vv;3Ua>)oezNt=Nx#}izPOi$MYJe>zI
z9%Ru>@OWT!{@&1A+w=1)`%h2TKmF_L>(q~rjzWE5uI;d(W^)r{QVvo=l{TI@;ZgZ?
zYB=Z=glXUHDnBi$`EZaO+;8>+6=Vg*pj8%&k3**Yz_vvyO;C2{(~R7-q~ztLqo4kP
zR;ic14g;+_f|i7NZVe7U)4uEwgOw!?3a44PL^Kq1qqj{lN<9@}=bS!O-FKGCE)nqP
zFlL+_$Y!!y9Rtd<_xA37YFm2q>$$nsso&n*gnDJBs6xQGH8R)XJq?bOoeukIelCgJ
zoL2OFZh4fQwwjt7Xbe?cF9up?p6Fp{EK0kwgAMMg1L;h=7KX2n+p9Cb{OhaGo7?l}
z`^+{w3rV>OAfL|+d<@@2#K1V8^U2A{?ouWh3g7QluYYRnKi^Jwe$A)OIaZ~opqdsl
zv7C|=U2F$yT{JYDXI->t(US7__okiq_41nJ+|GB>UA{I2678T>%sp`qwTM`M&Xo}$
zB`vL;etw=QNBFv!iM`V1U2@l_T-DUj@K_bTUT^=uU$1%lFMWIQ={1+Amd8XT*F25$
zIc?|CuCIwS-aNfnmWksA==7&$%<h|E`LywkfQN_2guA=TPv`Idn<iKP=m_Wb_x!&%
z)t)?gvgpGD$Kp9t%;!h%EP6U+U)AS*pv>_nx?$<{f3|j8_~5|>siBTDodNIvhX;M5
z3TUu(=l_4dYp<!!wX`dK))QH`cK&+*g9i^jd-K%#-Hyk<l=|zhEq(g>+S<=M>_i0}
z6h5$UOkvLVc?n$r$)WH-xN*Y<gO&07_tkv88g5rP@3rFbKH16F<LhIeotgRgl-JL7
z$6Z@nT0j#@mGdo^Dlp4$%e}3(>&dJZ2BveO2`{%6AD=f5yd)Bo8McXl${5g!<U@xK
z>)u}f-nU=c{M@D<a1#(z5&1*6QbDqTIg?fL8t>K7+w*d7F59ug;^)8L??GpNKvUaG
z(D`oaE|!Q$y${KoWp6YpKR?@=Gdnx%<}2H@)7&ROMQIR7Ir4FE4Yn*Lm)C7dJ$-8R
z`h8h9AAqvvt*zOqFE1^H+K>s-vea1;$p$VLH#e`_+j3p+M{e^{_n$ZA<KyGqc^_Os
zRf3U{!-6@2y04&vGYm`|KYASk0wzq+i43wTf0uJ}nRfWP6U%&OgBBS<n^^_w4h!D+
zwLwOH!Rc+kxJJZ=1)xP8Y6;u2)|}JwpJNgD=<(yVkbbrfE5{VwNU)DUO^$f34G$;j
zZ_WP~X<77S$IsanFZpgw6H@g8SKjYuOqif>dwc%$oyE_ggCY@}0vgdPC%`)@3JKDn
zhW6>=^S0_wPfgvN^Lb_P@+a@>|L=aWF%UEne*iOHt~0rIi%pfYt%}%YXlNK%_Wqvk
z=Cre$AnnE-aSBg<@zl8~Y;DkM?e6WJy4bz{)W+oFXQt=%6rR@I?(y={(zCxE9zJ}y
zQvV^S`hvuDF{7>j&rbDu6F_VH^Y{NPJN!8rQoVzQH7-hKfW})UOk-#)in8L<^!D<a
z^!RxH>3O!*LHqvwc+CH~^8LNNMbFMiZWr2hd&xfWkcCdI+51jS*Uvv^c4nsW^4r;(
zh`zn1fT*bIUeIAr(UJf6Zm$1dC#<vo<1y)bH9Fs&7#bNsr&k<s{JO-uYTg32W4l-~
z&&{#ilz-pOUvKxqzJKn|KRi7AEc<Ae==CY?E-oiP8xr{K|7@`Na=|%hb(rqSxz^uJ
zOMgJtae}r4O>6jP{aC;LXZM}@|9>}?y}c!!SN-ct=1j}tWuV>EiyTcsbw`2v0qaxm
zQkYEQr~AH+Z0eOZp9b2C*2XJ6?WKaH?IQ2#dM8g!)dnqP3)){-YkYXkapM>7CWE2~
zTmmR)v&3vZ754pF_^B`ae|BvY2N~+&-QZxUJC{N8@_!A`^cASP61qBUDrhG|`TbgT
zE9p0@m*ie3<|&=rdupoo>{NfLEugUrNa2#t^`dK=Rq3l4GgDXpo@ZNqZOt<4k{1&~
z4M8U$H3%vM@I8oU;q@!+y!hea;irAp?<TyvyZiLI*xj499+#SvEp1i$DuwCU%gf7+
z56@YveCRNw+~cqT)zLRMFMkoIbzS}M_lxuE|7ptCd^q^k6}(_{3CD-NA}-elH5dLf
zfYvjr`OZ=SZTPUYzA$-;vO6CqH@ES7!RIF@AOE!bwQTZS*=xK9zJRKFNxSI*%xSgm
zyONLhE$apCRZE{&>9&Oz9z+k)Siamh2K97rvQ{5#Vl}_x^?$BO{l6N}riq`2|MH50
z&J#S&Eug`EV|{~O`oA}u&!=2i;5g~tB&EOF*)xq&pPW>mKLs?dnRR`gu4|Xb$qgNB
z&#Im@y_>Lhck1i%>*;q@-kg}Iyl8fNr0UuG+j3`Hu3DIPch{$Xzu%wU`~6;a=u||X
zBAIb+Xx-bb*Hb<|I=bk&M*RFQH%^0w)SgWCU#I^FG~eLBF@^cbbO+{hzO&6{Dhpm)
z6Zv>s_(8~O?#f>;m-{xvEOzUiJ@4q%$Ong7xo5ARWttuLIfr*q>9L>k|9`Z<FnTR(
zT^1Ak?w6zak6-_Ozh4@+x9ZZq+G<IgiVZGqZo9gE!p7Y>Qal{`SF8zI+O;L;W>DJs
zd9{bP78VvhyDw+|@5f@xxsThpQozH_c{PQHFUov-^9R(mnOlBuBD-9L!<wd)zx=J|
zuDy!)1+9jkZJuw|xI)kK)T^cEs{Su>?e>~)SDSKrn(n5ot6IVw;yMu*grdt&U7NeH
zH0<Z<_4_tK2C5+iL1)9dDX*`so&7>PHOw<!QQEd@%k8Q8Vb?)L);Z9M{Err|tM~0L
ze?RTGe0|Ip+510!{FriYM_Q$6{r`V|)f{Rc_nI$pYUR=_t@*2{qH=`gP4F@w!`xp#
z9`~PJH|6?v=if`cw|&(=V6}VA?%+wFA{12WHuiA6@Y+@M^wddET~N7l-==MehuJ>w
z+my;`B<OHpBWRbS+^-uqB3|Cw`kHt13DCkA^ZPZIb&BOI3KmS!2t2gDYNcZhsI3#b
zyKK?vx!2Z4tFMjTZYJHiG;hVf<KFkBt6nT@fAZj9^U7}c3Pg?yl?CgIUhcR2GB<Vg
z66q<g_-^c4)e9Q@*}=jwC05An&${>jm))DAWMUEm+W5J7OVyJT6Q9jZtbaf4oYCv*
zv&QM?rrfXpe^=(|g2sK?FLz&;QhCjH6Q1A|7BlUt%mfv<$Kt}SzuLbP)IR?fv{6f)
zpOIybro#dmhR5qpcYUdStm-{&##yaX({!_U$GxmSlDGG37--GhOwRX^9b~uH$(um8
zQ?UH;U*OQl^la+7Pft%roB8>_pJA3e>t@51O-wU66dqWBM%wsyW^-=Nd-C=3dHd6c
z`R#Ka-}@7Pd8_~SJ4M}`GfKtZr=6X3bDw_+xZq-7WZ4wIpyK1BwBo?k(_Z}3*tPt0
zyL=sFaL^*4;qk&8n-{xWDv$L@GFJ9XI%g2RCL-|Jxw+cf;p?^>H7b(+uXV8m6o-r~
zOmPn7`>yc@yuPwh+5YdB%e;TDo^}3uUsiwrpHIB0palGxWk%q(k27As$zCwubj|zN
z>+9p=SB0(3dOUH_OK>xqL*W5G(>i7Cul%3FUcR`v*eL6Y#%iTc0uBcfnXdiUe`vt6
z3qFLWAn=1}*MHBoQCpvYyZdYAX?(g{e*bR4qK?#5BS8n$%{t(ImO~b!t=g*e^Yik|
zd2Q?d>~L{+U%s#9Jcq&q2S%n;c0Q|E_+aiFtp)DE_e!tFURvfW?cD@woxHodTlX}m
z>VM85pkbZ9=A|aQWpbdNl}l7hWv*3e(&m6VX#s}=YZ-RO?OwXky-_Z`;K2b#(00Bz
zx3+qNCOH!m6QB7!0uAS{3R$T%RV(yVLHeUdk5Z0w2!e*0iua4@MxEGv-fs58-v!{w
zTaeoy<TLG>84fB0w_cB%e6X4Qcl2k_c-@aihQ>|uJWgq|3qC$_1#N-?t?O79vooo3
zHfS}ZG4uVp-?^Z(`ch?ApZW2l0^E%I`s(VU?<)cqw}qO1f@MO+Xf6?*h=90?hpaPg
ztGB(mx%v3C+65Om6eg51>Fhmcbz5ieX10_0dp@@DNSU0-ov?=Y!pub8C9_R3mD>5`
z&jrl>A}b4OCV&ePffY<gyT#3gxiY`%TUuJKO*$pupa43dBiCYs)$QE{51nS(RBm!#
z>+j<;<>~3^-g~RQp5fW3F8;D!<j&ck>LOdn$p#>|)r*6+518cK2*|p=?(MdfR)q`J
zZ=WdO0Ny=rCi5P&qU!#>THn*fPfjTQ{QTVfJ^%R`hR%GlRw}d2a*f`LgO7Ilo3wVt
zd!zUF_s4^l7lSrqUVdxZShULpx_ySBkwHKsYRif}KcCHB^j<ew)mAU-%8I}+*C&dg
zvA2l-_D&4tH{Qiw-k<gFb^L!L#*J(zk9LVp1|9JLniS}>1Wkv9tdEQR_4T#->1n#g
zj>S(;P4(Sw`op&J(-P25jeS3#%`VZ5sG6%M2;IcuaNrquBye?@Zsn_$%XO+jGxy%p
z^}bew&U@+$N@}+`1vGBwoG7{Z_0P}GzN^3fzp=aQtrn=M_@?z=>XxLVU1@BVUnecP
zyxf2Gf++J>Mbl>lmZ>|#x>_u=96~~-e0g&-_{;sUu$MPBCZ~l(hQ9!Xo+PMHl}@j{
z|Koamz3JM%jt&FH{HWLqk<USADou~C%e)tOZP&V)Pp8LKoqVg;&vGhrWe|9oCuq)B
z1vF7yey?)*mfYLdHbw8s?_T%d_oHro@Elg-0bzxJZ8vAUiZ?2Ci%9SGp0206>x$Lh
zB?mX{t2Zux7XupJS-Gxp!@l!>PHC^7F?ZwIcLy(JYm36tqJjV`Xl_8(x=iG6-c-Li
z7K)FL_m}^EueLh-gfj!<Z_r##&Kr{#yu7@ojYTObOOCHCXFUx%_6l^=!Lwbf!`GiW
z)+>EBXz}a(BR!wKDuJ6epgvHe&VtDTpqb%!cX$7{|MrgAr%UVY?H|gP#>|sgT_#O(
zQE7JJZ0b<j#1<p`tl`C~Y=`SdTNX(eBsv)isJv)8p|l`HaAJ?j$wL#0`R@OFU0pqA
z<~m8WFD2on_n+^&_0ldhw)EWl9%uX7N!g~RtMZR_iGI82F27SwU6_$&kvC{G@$E{6
zu+LMN?Tv$KSWiDaHMO{E8nf+1DX%Y2r^mCceOB@3N8xih$(?r3;r*C8v5x-!?XTDE
zKDR1t?W?HXxz^>kKt*&ECupGHqOQY&H=DnOZdm<x!4>H}Sy#1gZ_kf!%UY1{z4gcS
z3k#iv#n)JryqNIy_4V_dGfE9vAM)%zC!nnk?G`#r;h3TseC(#)skK(Kn6@V#W~+YO
zYkr3hG@ld*nw8yr>`Ibw<J);#Vh^UzubuW#>V;IVw7K84?mhMY>vq52_dDm#jzYf$
zYvw`Lrhv*Sfo!H$E>W+T%SYF~tN!+8qoA_ejZLYip@xE{t2eh@`Sawo{{B0fTdSIW
ze}A8Udb<Ak0^Kct51uu@pR@gLS@fgo^7r?0x8JK;eRihtagHg%krnW%N)=&_9Pz0-
zlf^j{1VTYWeA#}iJ7!rgwltAa+M9V<E&IZP#?5mNp11!$XW^|E(wD>IYp?Dqe?RZX
zK3VIsh<-WSH|_Fu9%mkNBFgW0CU$<gEt<j0Zd_Rz{QuMwNhS`LsSJ&q&d)O5Q1w;V
z-)3S&(cg`7MkyV}J|5K!X({)5o>^yqJ$7JUBiBCj{Cjg=-I;S__9qrd)15`2Bau<}
z#Zo@@wbIT`42>^9o8%H_uL_TJUN+l2f8LreQ3*+JZ*ARH@bFN|&-ALmB_4v+zu#_u
z+bSMcux+l@<)1R3^(vs!k0r^~VXjD?=jAKU&d-1UM(t7A92*va58D|UH~HVz*V8+9
ztWP%E-~R8Gmz4^cp`g(ZmbhiV)BpYX`Su{Y{FdkQs`c)^f9L|Kp#>ZiZm||UKbO1I
zYiiNjXWMdb=UiCexQsQ-lS4ru78H`X{<XU!_f!=AzP|ro>g#K3Hzyu$vn=iwHJPp-
zZx_5ZXv3cq%KbO`?f<>dkyy3>l>Q*~_K{5vCnu?{Eq{M+9g9@i-lC^o)$jLykLd@k
z8U81#AoMB!wxufno7I1|@Be#N^4I3Nzg4@x-O4tO)y|c@x+&HB_p{mgIY+xhm+idp
z^wiYTU%pl-!y@NFI^){si(37%udH|&)f>CJ%rg6EMz6RK6NgJbLu1jGElY!idHJ;>
zHY7~TUV86|R_Ll5pU>Op@BjaAx3P}(Y4N8pgBlvnvs}>(+*R^2MBM7C(+X+xye*)E
zXwyv>@8D2?_HJd0Swu{-84VFNSvS+GmW<2GdOsJe{twzoc4mg5WL&`2w^2_N8yd`6
zIHv5q$d{<u`t0JG$j!&Ld~n$@`Q6@%kB^Szt~gX%{|?^OPjPkFdkWN3&73tW`qr+}
z)nDJ=zyDUCl0)HvGb2-~yjfIQ_nL&#cXxK4t2;ee-T&O1RHHxp4!85)KG4WK_xHIu
zmd1zQKj(!6w?c!%64p;oP9}@TmQ2iymDs-Iy!GYf{@Xu3KE7L4jh~UFMh#Rdu$|5-
z+<JXe)ztMn9&x?Cy?wo`b(zlU={{fo?z+Ay_4J!fr}c`TeU-7PFt}Q539h$6L`AHF
zcEbJg`?X;^3KFj`Qd3d60cw`tN(OB~`3E{Gr2Kd4t}pF;vYSA4gH_3k1kl+>%hpf6
zCEYJ$nUuf(?>5uSOGoN{y<C39PZ_qqNZ>=S!?`(@YqPGdDtkV+eAl#}KR!O*R`N3F
z_mj!~(3B#m5b(`Ex^>SIb-y_UO*hic&a#a5Zhge|%Jo`Z)2oej4;tBhx}zt6GX`jN
zX@;Oi*qRxepMeg<h+VxU`8Z$o|G(drH>vexH=b}|X!PL}&`9snt-7~Fmv_sLBfjQ$
zpVV0Is{jAbC*1FFkKLaS&e?Z%Z1kOFqIvoH!(Ld}HiWZoiJj8)#9glP$kvWmCK227
z=I;IZZ1%e2pj9CCpskUM=Q@R*x)PQZGU4|{clpR}G2NVhe|}2tn*Y!7!iTr3*YCT<
z2|9E1?XQ1(DnH*^Iz8@H6?mKt+~z)@&opcCou%I5**7*U%%1rD&CSO>*P{2;?0j7a
z>hAmo%?{)*o-j3FwQ1SgTUXh5rBXhA{OEZ7>Z%*uVmceP<=(b>zGC}NA5X?_7Zy6t
zt=9;Oej51OAim%rt6ABbi0bEa%g>c~_CZT{2Bvx97s>+rZNJTUS=<+WYg20X-cP5r
z^V&gGsXWJy|MTBAHw7O#!wK4<06Nk5_tWX|b1IMIg<ssh;FkJ^>hJGXo?9O%us88A
z+wOnAUcY@dJAd0;>+)T(r?|v)Uhw!{+7=RJ(F5u?fofO|m*xh$;LKe&r-sM9jFNr(
zZQ)xBQ1ZC`I7O+UVLND1@m;%{K~}Y&BX<_1N*gA%T$Wyw?-Hz*E4@_i!7|_3R`pLN
z%U$1?c(^UHnT<E+%ZrPi{Hk`>1@iwsURW=)Wmnlkr&gi<kBFj{jWJjJ>w{+gs75B%
znAMBlE@I=6NRZm<?!>@Y51RQ}z1Jx!>a66xhi%etuE*DJoo8Fk78_mMKl$CxHHp_|
zo9CB_{R{F3?W<|Jx0qGWWKHzJk6SV?uc`a{%klXH_-am<<_0UabN2shc7MGV9lLt*
zdB3RNPhYR!UuNs4#>7z(-r#U^cdqcXNtzpUqqnW8{qym-AAix&F45+9(l?4Dxx-#8
zyqB_ligkJ3>nkfKXU^E#miHPw^aLIm>qu*SbhJBqecWE3y{Gdse}8*>?w0;98_>Y!
ze^7c`zIM~rC0toss~(r%uT6h?YAW}x>EB}Fwq#5MEuC;YE|N39_?+drRX6|tJYT=Y
zYpNEC%NI8++p==;!$x+wg0=JPoYzKdJoIu(fo-D?i@=8^42_%AXR8{uUXuUy>gwv-
zEu6w@!q!H;)M^R41UkUva(B(+Uh`Q^NY%SHQ(<A@x#x<teMR0;UqWsdtSSc=4WQks
z?$)hqr&tz0D`|QHs!dI=$4q`!yLHjm)$8}Y;yJ1pyv%3T^CIxZA5d24NMo!O`*qy@
z-@_=^wZAvj{jJ(|vgE3wFk?QKfJXJ^SfwZ}T^qxqCmz55{eFL0=lH|J?QgeUkK0`M
z_}J1)Id;g9mIFg$hWG_O`M0;WZcaNpYiC&K?fk5{(@S4p+X-%W?E&rcSo^IbBePH5
z{vFHl+*?~VR=?kS{oDKd^V2H7ynS(NYxdl~)86lTt#{d;0nvRAWA&P<mCA4XWkRM^
z^eNExp!BuV&F@txKUIuVZfIa<ZTheOEkRK;=o^>DgV?=QTaC9r+jLrQ^UclayYB@Y
z-gI|T)dKq;516yBte6NoX)$j(XcPrf$hhnU&CJX>?>s%eZfADv_qVsx@7MiayV+sY
zYfex;Ne8V$zAQ3Pv!l(QU&i8s-o776>D3zBgESo0MQ>l{JKyduXGgb)rclYOrnghI
z!>zQ_?SDLIE_-mGaX~R?91T+8FN$@z?UKowqg(N6nvjstobz#c$3fX1d|1wM-9u4A
zxuFKx*L1QkE^6KUp=IC05^vDheRTfbtDqGqzOzg=M(6E3$~i;YB;!HZE?LW>BR91-
zWL{oomVAuodNHVn0<|dAAv*8cn#jxR_W!H8t|ezvabcO?+*8k0!exyFKlCv)ZYsZ}
zq@#NA&kR}XvKyd53Ek*zTPi<4+j%eiwoT@|vlA4Zb3Qyc2&!_P+kDl#zB2eYXlHxO
z;at9RCnu}tetdNF+Cpdc>OUWk`|iDl6iF;zQ#2Bz_PcV|>{R`#mA!70-E>g*W;Uo0
z&6%E~Ih84b^_W!J-)FP)XH`wT8?-KF=NyHqXJ=-Xz1@0!*W5=e=k)jeSY&*DS<KF&
zb<aVQw4fDP+4uJB{QK#&{<`OgW$G@o8?3}YhbV8qTQ)oUstMEk=kx2gbqcHR0w*&i
zeTM}yKg~FzIYl(G<vzCYN(b#tZ)9S9Gynge<)7Q5>mOY9l8U;rGFUyGqdcoS?8Us#
z&(E8$UGn$M=JU5UCLh1FOXWDcVp|~qs@RNE-@e&=zHIIJZMnDSyv&Mv-rB;zbPv>+
zjGOJU#6`-f_Fm=lo96dxlK=kt>Rrm%HKp~kz*{a+ts5PJ%5!X|etv#_{wI;=TgARt
z{rmZRZT9tbkSYusXPyr8*MbJ=L1VJnTeoDNXkz6KiuJkr)i*_{!QloA$CSfvZ|_QH
zhPttCxFz=LlDGcZ5Jypk>{fSOzlE$icP8yKOkJO9E(!0pNwGe9{P^vz*XuSHpR+u^
zwdz%9-SfHS5{1uKIjb>E6jcc5TT_4Jy_~psIx`#3hQP&cGq)L^@VZnpr;S(IN;~C#
z-S4-K(=VB?-X#wjK8F;Htc<;Tw4=AJxm$j}cHLFbsEuy)wln+w{mKT{C=O3pIHoA4
z%U`tCUUBu_iKxAxkyi7+iu|sZN=?+$FD!8Ub~QXc^5dhU!uqR|f2B=@*HcHjK)Vjs
zMsLpx+nN=6T`T|ozPtD8|JSB>`(76YH6A)R1T@@RY&V(v?lLa|O;{{7kUDpFu{(eI
z!u4Tmqb$D%^cyu6Z7V1agoLNShYb!dFD;$h$GKf8OI%2I+bTXbAtnyU7Kz-6Z&d^P
z*Zm7ven;AJcix%<JEFE`ndRNF0JpTcE=X3*jlC5ETkE$+D_}=K;_Ev*H(y;9dU|We
ztI&TR4)gm)XHODvfb7=KXx}i!>9*z8+}mbX_fFirT7Z>XY>WE*noBo}UM=d@JGJh1
zK`hi+4hJ?fMRBWb-FfPkU-8*lrr(Z=$5(9oBf`@dA*>M4w^gh^ptktwsnlL6(@pR0
z?si|natA(1-7yEWonuYx?y_mOwrmIGUC<fCw}K|OFfdINR|x2<kq!XwG6Hve8YKiY
zLRW>%+ItGLGrIQQ&*z2;j-rAe_JMYl-0l#9cWF6X8XJ}^&YT#WyZq%e(6H$Inopd2
zPvu!WQ4~mPj7i)lzy0%u0}l_k&u!h;Cuch=!i#t2z7L1E-%j$@^F;2rIXq)w+Iy=0
z|L^<FdJA@*dVOtean;oKyI!wb@Hj=G!Qlre4X3~TX)SA0abaG?BhK5K)BTeoKR-X8
z|NUOIeq+%h4u5!_JHsua5pW=COGYB7+`G9sojulL@2Oi0m!zMcx2*E43X4ET4}<f1
z<;Uk@VHFP}OH#-JmrkLw^S0l2T(i5d`V7~Nbv7wV0%nX%Pd5Y>E5o9Ifsy6RmDP9l
zR2DA}zj@YKJ7INr<l?^`90~%Gj7(2Y>?jV0t8A1IyRh$6=2xxtvAeIe@k)ywb_$Vg
zJi#TP;eKuYZg``P<H!Ps1>rjjA0Jz{m48h`?UNINkPPvSOF$!iy?(emsDcIOA%_E@
z4tr05a{23x!s>oEW|?N^9O)1Qmj#V)K&uAg;@83FA`}`LRyR~l-O8HY%*GqjpS|uA
zD9Vrb$rghfIw|uR8jHT&EP@^439{jmNWl7{tZKE@;gwfcg_@<EnPIa2pd*U_$6kiU
zq8Gk9mEc`42Bw!npb6HkSyxZJy0-Rp)xU3VZ_kZO&6Rd_VrcxpDWK7Qeirm7F;HJb
zK|p0e?bP=>9``M%NtLm$yE9EUIt?@!1aS+f1Nd!6Q7Am{7+Ef<g0fEb{e6353l6fb
zd%imS=i+|5O_!JZ?*<psPWltHzf6D96(@M1j7h%cL!+!!iAJpJrAp213K#Co0L|6@
z|M&NDX>ZKVB1>-2u`o)p&x_&R!G?yJRZ~GTq}4ALwl`Vy$=POs+T@zS%OY-X%WdwP
z+{nPR5Ol2P-j(U=Rvh^L^ZESkEiElR(>)K@F7uuJ%;r+@#6LejTh~9}oN{^bQA<d3
zK%wEle{s;JywX=!PJ*@zM(-}m74TjVKGVUnqm74UlWW7m>o*Ubaz!LOffF+t!Vc_v
zyX|(&{gNLa5@#Ey_ZeS0|CI$a^u2_M<&@&nCrL2V8JIXy{1o)`&aK<?$xAzUS<h=$
zroE@uv7dBdXq><$pwT{MayNYK0*Ar`%f`*;tWJAP*UL4(TQd1IE1!(TgEPVZ{(iq7
z3+~b{6i(<XdZA-mz7*8Gx&QxPIcU&n*QsT#d-nZ$rEOjICgRag%i?ESqPAv5K0ekf
z{P|MVB<u3Lbi?&q&OMZXCx?dJ4mCA<zP`A4_+IsUTTte_;Q1=_-;>Gym-b%By1;tE
zfuXSkv<#s8<b3r^=HJuf>n!iK-rtzqUi<m1`AMdyHkF?urt8J7iQixMavz^MqJT;9
z1FdiiTNh&q?z7A-zsI?&!wR$~JbiEV_idX}PqWFYGc&R{DId7-`htbq+fWl05A8_A
z^ef9D<$ygEg}WcNN$bS#t8p~H5_js>#grEp7CIgWIqL!_t)4T|TEE2M=G*>~kg#c9
z@DP*}xNv2=*Ho>@?Rj@&yf;^W&y%(+TJrY({`+4oW`YLP8QbF0?;5OH@6cZqVy-_G
zw1OYhoi*lI6SehJ)|C~7ZJV9yBW#bi^T`(N{jf54dCtQ_tzmnsN-uleoasAj+4Zg2
z;nlBJE;p*?yw~n<1ynZVUT#~L#Iu)gu4*`FH3X<stLK!lt-3NzKmOfLr}-9zhqmS1
zd}L!3z2i_T_w8$Iqm6%;-D`IU;WqeUwQ9Ec>#4~vO0V(mWP(QyXa$9LgIsF;*6<tN
zr!TzTFuB+nn$bQ?aG0tU`UZ3&)Df>OnU~dGUtZp?8@Wkk1<x(6EvcuceLE(d&m!xs
z>->3EJHLG1`hCB$vX+DP)c+S&2zYi~!I!aW%H<~y6`+>6>}(J-wf+C+vvQbst|(}M
z<*mQp@5_g<@p506$;y?yx*_rKg2#E1TvN_lzqi@$3>uUdVr+|3KlotfZieD1cVkbu
z!iu|1(GH(GZg0=e7u60c*?YB5*7}Clsn9kbmQ8973+9;aUr}%FyngY%&Xq9BD`FnJ
z*?fMRbpD=;Tc^BIoM)0bDfh;PgOI2K?cF@H^XQq~98;2)ty~Ga7@{J?A=)9+|LG#v
z?p@OY_MVEb`Pll}5R~<bnOIKEEbg9JZs=~AHfvTFG)XqNvlcx$k(hdV+SYe>ckiB7
z@crFgv#Ku{)&&n5UW2;*3Xegnq|Cc-m1jiwJ2^FFCUzWf{{1;~t2?6Xad^VgC90iv
zJ-&V~XyxJx0nmoev$M@_&oE4G>YLcez%)}>A>iDc=qvlQ{pZ<C`y{w^>QZ<i(BRJk
z8v6@f9abv#tw{URxw+P$kqU6p2p%*t(r{QX$I-wKspe1+0?p%WpJ!XW>)x*$8<V%?
z+%%ePSGx=1<YbVOKR?QWrV3D1priykm<8130kvGd{(BYr@6&1h*nZGDLrIY1W{9UF
z>M#WXL&mRK_X`g5uKRvHDK2=q-`20MuR{vzOQ3^B>$J~-Ru6$vGiX)fBBonPtBRkW
zTh?$>cV#$e*FAU`qmc)+Xp^BEwvif?6grkPY<s5@x@t;n@mbS#M{jIS@82AHWume>
zWT@$-utI>}d|}9;J>YQ*g$JCCKYmoG2bA5`0`2|TR`}RW+B|QL`YA6(fe))08aKs9
z_Z1=Beq@P5!s-><a&PatR)2k6EYJS3sfxmlU$_M{mf!C(Mk=U3w15`IzqysYzEron
zE%y9;`}<<LQBSJo_^=3AY-VWuG_%(NzRKN!fzh86bXM*x^ZdN2+Tmro)2pVs_eeYh
zj~^i^UlibQ_?nbiP6lX;&*vS_=T+<Y&$9`P2wnwl;R>u}dKLQb_Wgg)qW12s{(kGn
z$H%$%_tiq`{4J~;Q!amdsKLbHva+G+(KOxYsQ>@|&OJWa-!8NA^RwPdw}QZ%W*aj^
zI=Z_zuZ!Is_3zKm=2hjtzGQlPcx=eu|JUq=gd~STK^h~|Q)B5u_}<k92Bvw!7gk*d
z%~1Kxwc0t&_wahqRW{d?L0yVlOgk^xoe5memGScb)6>(VLDP259#^fG&2My%T5nvf
z^R#wSoO|^z$cY%>NI#^#;Nf-KsxP440_)u$FD@?LR`D?@J#l^2*H^6I5<Ey;A;9nM
zvCHlzbJC9Y$%00}{HGX)uZ!t)tjc06y|~Er?ZS4sP1@`CToO)QCIG7v8}753y!rL0
zTYsCBY1WNRsi&J(3BL$c3*cL%$lPecDp568ji3FpcEO_~oYplzHf&Bfa&E45?&)c|
zprr}Xo6~wPe_s2RQ%o-=W4Yg4ulK5!umhn5928`k8sk#82X9?*y@gXa;>u~>b{m#U
z0tx|s%<aw#MNdprZl9_VsI*1=X%@^i4n5o%SK^+Zo4eMbk;zd=s&z;1ZL@UNHw&6U
z&Dd2;ET>jps`%Z|W@Vmn;lRAwZ;|(NGMyK^d3#^e3pT?1Pvk=SnoX&vm+f3}{l&$_
ze<LludL3Foy(1R+uG?9Qf2z-`I8^uJA^Yl(l|dSMGuK|fApdcas(0FJ+a0jeAru6<
zL6>)yeZ3mKJM8a?iOSm&4l+gWDp?81?-310_cZy|OkF(h>9e!5Z-cH!v912LCG+w!
zRqg%TcvnPjUS|9KPVus0<(XT&w*Biss!g4=7r5?yb$xw4Xj_G-b{I=+Om|hUr17z;
z@9$(wdU#j_IK(<~o`}TA6&WcmSUdC7bp7{#K7xkY-p<b7=eehA+r+4yMN56>+1!k)
z|NHew%{)k^1vL^~rZ-rr>?(boroZn;QozwIE3W_e`1tL*-S4=p+}M~nSU@%0jU(GF
zqdtC^>~FX6wBBx=NLiCR&p_?MgU#&fr=PPz>mh{(hc6sQjvkGit`{3~eSP5blh4l1
zo_lWci<O3^jtaj)mlvKlQwqN(@4<RhDsQfdtVO|rd3C=suP?OlJpUMJEu=lG$<udp
ziqCBXl@DPFpu)cFO#~zt6frVAeImE7ere*3C<AZX(@}4<GcVl{(ftP+?SmGj9e#|w
z`}e(CwK_(7dEey7&1o~4Km%|~bR8DV+19V$|LXRUTU)bld+YC=vgXh6e);mY+deam
zR3q*5!MO%ZEOG{&4sp(D{ZjAgWos|&tNs1v`TY7aTQ@Z(jz6jn3;s-Z4Y55vU4Q=H
zzwhg}_sLqTt-k*6@9(w#^X-=9i$Kr31BLQM^#!HbyUO0airU!B&M%~~`_zO^2Z%2M
zzk1!*;FB;oz$LCXCt`i@a=)9euCC5~aG<fX(gv|Iyh9G;okv~TG1^N6+iq{mEk<_5
z72DGjmD}f*->dv~Be`F7^=;5F-(i0HEw<I)RFEU5;XioN<N5sheX%7MUH`4;F?CRI
zVq!TZ*u;N5ck9nTvgLOYr)r1$?Ron0@^WA9>Ru^REyI3wST18=x~LqmB_lBV{=V8T
zAsw?61VH7NL9_d#vR}?Ox97)Sz82UB+P^c~Akpc8sy(6*U*zEs{61=Xo~*0sA}x-V
zaE0)S{Ns0(6c;=+2epttTNFL%P*qW}C=UKI2VDMw(xrkxEz_?*%QY*YY2GECb)_KF
zO&x~?bIu-!+r203Fz8_M&mW?0YQT41H8{Lr=@QXQ%DuHkF@R52GrUWYu`TX+Kyomm
zlhb%ZFkr!*RiUdxwAYko`^~YK_^OakLEtnK%c+fbeqE6T_r*bkLKf?m71?vGO4pRU
zytJ;=rt*`@?gcweP3UZpbYA~c*Wti(rr+P+Z#PUncB4nqIOp%Lujib9D`$1o?ydSd
zr+r)diqO^5Ue12{#_!hZ>etuSnx&tUdH(V9dHdV%_y5m(KCgORY|Y1`Vf*W9pQoRl
zWvUyl_m3sDyt)9qa=Y<{*oFOnL8E*R54W>Bt}w5Ber~Sg&lH6QhDOj$%|F5(ytug7
ztnN=m^^b?`xp#M!I)1&ew|cv7#D)WQ|9&Jtk7#6KT~q!2-M0hG{1%N_7o?pg6h1h>
zSpBe7{LRwoaYnq)y=IB*0iCpaGN@sV!oRcT_qTv<TCnYX4vlXCC&smPYad?EWIgq3
zlC?V@+pM+;bG=;~8UDMwI4TFV-VnB^`LSW||9`*z9=sM)+1&{m{j>Z1#`yJxh0T9|
zy<VTUJVn#r7F5n{+56*Bx1(dxDel+OIjm>rT9p=^n)1nFJv4<Vn1E)yH-RpX+h^cE
z^UG4uF5sMxkB(~cf0SyRA)at2`OJSVh6m=1ZyW#q{eIut_GDvRbS-zxwwy@NZ1v|I
z51P1hE-&--GqB3PXA`}%XlbV0q)YeqR==I-F1OKhvRdT1IhM{rwXE-)+jurMGPA42
z`Cq?Q@LDf+SHxsB-<+G9Qq59Ni7fYd#T$NWYxZ>8FBhD{mib6#UtbsdsJaq1b-qy0
z;`N%%I(ByVer~V$^yH+Yc<2JqZpxdj;&Bq7QaCBH!Qp26+Vu}S8aux^>V>VD!Jq9g
z(O7%I!oXSWHQ(=+tFH@M*=n`L|J&~O`(9T?vR?cD^L+gq(2(Eb<Nem}f4|*+e@^9D
zsjj(KmoU`){PgtO5n+Fe=|LCb*2P%9zP^6`-HOM(C)<iv9<Myy#(U22Yu@Vg$j0Bs
z=WUYLMsH6$R}?1Q{2kK9dY~jQWBD5~jck`2TQV=tSsAI9ugcvxLp0&VR{q&>ji2P}
z|2#bN5ws!Yyv3QT?V%-IYpSw#e3+&i{U@q*!t~z{4mN-L^?H4@lT%ai+dDgpqc1P>
zoxA5s-ZXW8xz{%~F1G#oWOC>77gnzr`CKpAZ+PW-?N5p-@5ib?ACJ#{VEeR2eQ%h4
z@&A8+*G6tmJNJ`o+SVJ_x8JXOz2})dEO|vSo(<mjWRkbf-qV_st>UKX#lF%xGV_zf
zdclrVMyAyH+v*mie|$DOzpQCN#_Z@taTfv?yIIy>xopjTeYx+<cS*0inR!G1{rP-e
z_<rz~j6i9FgodYQXPX<If9rX$iFIz=i&s}yTen}`yr%Nh?d|#H*0y&mwJy)Itp?4B
zovZ%BzhU3jeZO9<zPzWc>fr6|`SUCK_6huawR*i!{Abwgn3MVfSCjLW&t)$63Fmpn
zSNYGky9=6hKC%Y1xM6l2<N5mkzvI&<wz13CTqt{U<Kb(mmF0oAWilr&&tA9lm}FYa
zLMPVv>zX00;nDv;oz_3MNP5?@e-~HB?%sBFZM1pp_6tgKM!YJq`6nl-Hcp@UYo)%)
zmcNskVpUn+<lf%4b&{(0vPxUlQ`6(?Dj#jgIU9McEa+D|XnO)U3>S)D5Wo2<w9LEl
z;dRi&ghCiA$CTPzpQQX|mnf>SYTe3muYQ^(v8L_f4^7RC-w)g6*AzcLcWsd?H}{!^
zfwtb$_1-RDl@c9k+U4+el|G-zlc>g`pP!yyuC<@LKJk3xlAT8*|0cOMZfg4OaB8~#
z{L5{P*H`|HY+aPV06h!fia?I;gQ+DC1+MC@ZmiDw4xOxSj1a%@A-ncik@qaSrTY86
zzPI9JWcjzBp>Y#`y|741$hw%DZhbN{a}4!)o3GxvTL0&<ydMMTehvTs2ZJlOURt!x
z@>1NcsIL)wAD;>jTK`yg`<+Q|xEbZm!cTOqQP`4xex9HHZn5I%-DPVxYlKzhFSz$B
zbaj}jwQa&&9b;zwFRbpD692yn%)7ZMb=SHD#apGy6kf_de{*A-RzWTF@Ckv_Ouu46
zm;1?T$L*;QXx`Uzefsl1)-o>6ZakoU@>@P$U3_C}cKB?|;<O6}QhzsIE_0Z*zvf=$
zbIWcE(EOjVY3Kp7>Tfx_KcBN+n{>3R?0RhZ%&<hiSzCG!E^usq^Yi(9|5;~0{};ZH
z!Sr=YdP>Bus+_IAN)=vmPv5a)$AQy6e?y|z#qGUSx&G9WPjfPFls<6#CA;s%qHZSr
zx%#C)*sUfuL#y4E7>C2_XPf80tBQT5xqH(D$-|(9CV4fiR-k&^caFuyNY@B%GgV)%
z8Rq%-a`g9nXfjrbUag#6vF+P+-ttQZ@oyL3-kyK|$R^M(taDBQo~IWjcvmxK@4p+J
zzt{Ao;=FW6hvJ5-(d*4PRCtfBi`ts?Aaz;Ys@SjA%a*(jT^*)-_j=%hIbUkN`eo17
zgmtD<`WxEfmy2qwW^QX?VEPX_Ns_Bh*kp>^;k8$#uP^l$zb?gERapJ~UG7w^(4w|I
z`@UTAK3B%DE}z3OO(6hufAHJ~;o7=(-|rMpi+aB;tl;1G{r}&t*)`)H>nf*!Gb{GD
zw1sDvX1`68@!-nR-|>LydAZ_*=@;kkTDPw@Okmv-ealnRbZ5Ui{i0^=0Z9+8U0+rC
zJ}+ic`UC0hDr{l8btq6){Z)?V%rEbE+ARjn@<QqokrSemxAq<Kdd)v?+rNv`yj~^N
zJ?d1SbXL|kDwXwYRAL1G+qKcFLNu4B`|s_3^^p6|l?}OPyM1*vH(Z?af>+wiqQ6(#
zJnF$h8{7Naa-$#3d3<Hv;+?DR?kX*Qc022xspb|YuC)2J-y%U>oZ`gXharnxIICZ;
z-M*<rnf25xZCQ_BvRBNnzVy{<uiO8nzbt`2?XTa<a<xo`x%XZd%0b)FOLQ0Luly?M
zFjuYdJgevZh4uYge|z-H*-lFPEYmncL?NJWQ`+@{u-x5?b*uLMc*LE4W2;!Lm+s2z
z<)^3Vo_oA}ew|m@EG9`-JJ6k;a<k0W<V$b8aTwGA`~L3kvIW+gJySz1=T|<HOs`&j
zCa(SaQoRKZVZZh2e>`mORA1@)`|IoHIl5D4%<NR>nj(5b&G*;blO90@YXt=x9U}Ml
zSATz}8gPz7={aO<W&$JQ-`&xR-FUA%M8>bn{$bi!#O7dWn#Ia7W$~8GukIVd*T<FJ
zExmqo`TV*pW;ULJFwb)yrJ@{}p;@-q)<#dCxP4jWx@|SDKy}Km7mKg0iQH^*{%OK9
z)-OwsU5~HNy%ldg;Y#!B`<=J*cI!@<`f@&3m#LJ(gfG8~K0G*h;B?8~E7e~(RBW%u
zJoQko4Y)9!bN$|LQElCeT7%@O-xxl-ksi@!4r+#Tv^YD=XBE*<k9}ZVaQ}c=;46-c
zCb~jQ8+8u+XAHdeE9$}PdDZVW&i=oh>Dz~ghu?m^9>3kSTg-LIwO1!WH}Sl^SN;BM
zQGS|>)`P{fSE++;NLXh1vhhH$<J+s@@o(R3mR+?fgCkr)^91jiaK0x?pD(YPIC<HW
z^^@heuNPl+J-A6u(s$GKeb1niuX{8WoM(P|dV0C;tbe@McByfT>uu@Q-*@AyjFDi6
zXyb#Ke>MhvmRJp%0-a;q`TXqc=QYg{`|JMZhzAISF7*;s50E!b>)HJOef9gj?i1#m
z{UpV>VCVB+PD%nQ*)5IR9tM3_^L(L~Cv);wgX}F1Zo#J>-qMUu|57yvwk0`}d&$@Q
zwN+Eo&(50qjn$&dfrsP5Vj1S%Ia|6KEzeAkEt~oG<8k?O|Bl`|T=DPE&vV<`qvmLD
z_N*^4oxij6^|fpJYOAv^FYDcC5uRph{LikId(Bm?t@dBPyu2)|zu@R56OkV)m(TM$
z!+mw~6x&mhZ+XMc=U!qx_{Dlk(d^9uQ%#kxPrT{OZ~LU?<m8FpU&dT@d=EX+@PRvH
z@3L98)!XjY|NmR3W0&ftkOCTyU;O2ItH^_l(rjBMZZnp)*;(;1xx5p;ET5Nuch^;s
zjOjX&m%aw>D#=V2b$zy_<$t-O?e1CGCC6pUExOmRdM$YP?iQQR;rGsSMFg_!*44c#
zckk~x6UfJM(z9Lj_4iM2HlOD!4K%K?)iqj{5Uza)+V}2IWvp#nn^_eV6C7PWNuVQ?
zk?CnfZsqhUb|!gN`&-G=pYS&-yZ7C=u+Vuj@7A!BTfKhX&fou5=iXFV(~IxB+oH5L
zT&-DlV9&BI_q?^!vbi@paQ*q08NvjcpjA>|5chO`{lA-%iV{163es7Wv=7KUJ@Ko!
zoMn^Bg8W)`ez`Yi?D@{PhaHGq7i0PR(`o(9x*mKYQOZ0f{IQ<eDQdhm%+Hs63w{b}
z7Yp;hj*4mpO)i4l2NOjv*rf9AS5t)dZSG!Y;+nM8zG%K(?VNitp>ED?rcw`fzu#B9
z?ZK&cTv|K!emKNE_clva$7H^xey{(5X04tbV?P)8-b6cx&EyAYv$H}2bk6wv+`XWy
zd**KQDEBlu5^7th8?|M_zrVk&KYN(mpDbd{B$a2IbfhE2anrLl(6GzC|Np922QT-F
zFc7(;c9%Q4c<JTce`lPVYnbeoWVv<yW7X*~lYY#C)_S08q<&4ZO}#Yz=Id)~PharZ
zIOX~SQ>Hp`j(_%t-<x(#{PdcCMwr>Z=l1_I#bZk*Ztj>SmLp}J7t<yd(j~ZV#j0g(
zI_KwDUY5*T8yBPc^^Mkvkl)L<nJ1MgWazuGp1M`%<9RT@sx52fov6~<pP!zd`~9WA
zq*F+Bjpt;wbJ_pESK>7=Fx}K&;A*nftT#Gn{ibJ{lOgf1kx}{8V14}ld-rO;$G*O_
zw0m<<{_}Hl-_9++SJ*UBV}(+vhth`P=YG|o<#u~dc{R>Uc^fMGPIR%Uyp^8bxh;2R
zOk#Sf8NAHm{N-Q$ZR!28)@C0?zN*Dny<F;dVE&Ag!q7pC6Jd<CZ5Q@G&hu>iG{>^|
z4&TIf2Oo|NuS!MCHg9`zQ6|*(i|@mq&*$fJ&9N?h_2kQq%pE!>=QCwRpY@L0mNPS$
zk#&`*R>%f_`@beB(H0pJ|KHu+oqKOjWv9ol_AOOkU!7A*?40@kyUTC6`1-$J&9bg&
zT=rnE{k^7k=j*Ghr+*50zIEOH?CW~J|9n0#+@GxtIvh@Q-!s^%-<16gcIsKvd3ZPb
z&HOSm8MN^7TmP>;j!p{KK!;e~c=RiI>EFVw8NmrJva+sT5V*e7d%9JBcwFVtEnoYp
z-icUj&%ZyfHYvFIbHYBRGqToYH>C6TOpLJldSqMH)l-~)##T07@iR<vZd?Fevr=Je
zd-465L#^Cvo!j|3f8KKccr`qJE2u^=)c@de{o;oFv)$MJq)ZKbe|6ruS$qpbcT5fW
zXIuU4#so#@oC^ya&)MBQ6+WTn{oe0wxp7<HdBWy+imgJv<nQ^X8^&LBX~|ukZFzUI
zw8Phx?9=hD>Uqv_1ax5ze{^JH(NeFeIVUHnZYz5mC2e1~=W?}8?k$tcUME(nvT8|f
zv#$A3@O)wA+NjhB$IWf$ves?B-Nd&tw*Suut`)ggvsXKqOqlZh<8gWGeuucK`m7aK
ztKaVx7tvV${jcZw%i`w!HlI2`9XmgVHAbLmdb5HD4(TGzOhv30XN9ldE6MEH_|Nou
zOtQbtM;C=|*g<6iZj7uaqj*YQU0LZ^9{OQTTxzeDvZ6pX)0x0;h27dK*2e7IWE@|5
zsD*Rdgb5GM{ND5T+wIF+7fcpwy>w^tzS`ebw%t;PR)5cW_hMh|?;0K9xvtmeq-@<R
zKAGuW-rZf6d(TNNll9<wVw(PQ>GZgweP=wSRI(Wj{_X>H_|MtAK2QxU4j7mo3SSUe
z<<={;^WFs3y)ls|dITAno@!*iI8g9rUF_~#4-PiZo%ig1-S4yWs^3{=-`et0l37rf
zV_W6twDf<kL&IZJK_hH!Y1uR0cZq5*ayfbb>V*j}uC5NR-X_FV^M3#Ty4g0BMXNqf
z4y`!bzAAF_GG1A$E0S*OCh|h7Qh|=1hN>y1pHAy$&ik}}|G%tXb38!F@ZYOnom*$Q
zSJsO5Tv;1^y)q+Wb=x7oITjZsm)T}sQc341i(+}jd8M-IMbxXEd^#M<ey+GB)*%wd
zn0tT0&b^IS*KMvUXI+uUowsst_SIFX@%4X8AL*9lReejlR(b1ww6f?I)^0JD%k~>q
zhppYD6}rmezd&|H_|~kebMCJ`BK?7dktHe4A^yiC0SARYOuu}VFT5Ic+^suT&6jJ!
zSIMC6j#rx*IU6H{6axAhuU%{Be;Wvz!F?_mF*Blgw&|4ekB^R?+jHrP#+At{TV=jf
z{QY`;?%!{>w&lKNITy7>b3;UM)_Zk(6Q*D7KJj5G<y?RE#ngViI&<GtrnJA!tB#*F
zzdz^Y>kn?Q!X%FI?{4`S%h&i#o#J_T{nw-BjYVFPaqhbroYybj+Zy{yJYs3YXE#%u
zXzr%W^Qo+fvzAW^yVR6W{r%n6i;LZ@wH4-9zuO5Ktg3!CGkwm~>7pUfDiSnp^+#EN
zW6E8xH4m@v|MRK)w&Ev&4$wjSEAs9chx>6iWmYfP{eIu=W4+SPbvTyIOUr#-e6RBP
z+>cDRtQ?%P|NnhoZ@pT2e(^a=KmJE2CMwU}TXDXE(GO%WcqCS!V?~3Nmx<{qT|@ty
zzO8#A1QY`LTEosc$bN0#6ujK;+qc{K*3N6UvW9}j8&XeCTQ={-mPu8!x8A=8YIB07
zKR_o$yuP+J_do;VIlFV2d#5LJfZK#1Vxr)MFY8u?u8#Wn=x8(7g3433;!1vgdJ3AS
zR+t59#qKQK9I^ett0SPPqRrdyP1B9exv?SfT-?s3UQ?|eU+tH(%>r#S-MoLDSktP&
z#ci8iFG$`$!HKXTQ8XaEbJ=C^3cGnm&^TXu?VMBW)(g#H&VO#-{|D+c%*?&B<6_$R
zdAa_!U#Eb^2A3(`$yBYCUirPEvU>5BQ|Aq#k?8<)*UIQLmP>tkM#Zl8goT-+uI?y&
zeC*o#c>CGb<?BF`uy#KlFz^0!N_%a_#YKjR4yw@cHipIwL5tu8YgiLZ&-S%Atl<#Q
zIPT@0o@{${_8Q$qRbOAFCLilD<h}Usef|Gz(0zyBPM<v%U7QKCo}p0yd?5SJJ7VJE
z;w7eUvq0BiM{msvy<li0&=JPS^fV*)CdW1H`hS0}t&6ozKcAW#us`W2SM}Si*L|w>
zUrWH+KLQR1s+nGeUYlaIeM#l1&(F`7Tf4|H1%h^WPCff-u2-hxhODcrBIn!H=DfMF
zu?%z}=kkInu;Cd22Zca~M$qCip?LLLrv-CDnxAh}a9AM2z19bQ@G>KdfJL)IRO6?G
z&h0M(?V9D=7kev&mxQ+8N^x=EHUgaj`lVg}rE_J}n$;c?mB33VL9K2d?RcaVz9`t?
z^OWpsYchY`S$@9F^YX{X$8#?)^95am8Fh10>SVb`mM~|}+7onZmgnjqQ2WCq{m1wF
z_2p*0@tf0nLE8s@o?N--lG_(h#aw*e_PSQsnin>c?5@k7iP`z1)T^~0J{f%AGt(;(
z&5#unuC5F|{_M<5;gEX{>x~+V1b8I_H5^ieTYFb&WtKXz9#MAh+j4QS`|U?ZyElhi
zUhLj)r7gQ_ZP^Nj$Y@v4bkem=si$@BwwptS1sfQcI9&W34zJhW^+M^oL*(Zv;yMut
zpaG^QTqouVa!h6@o^qH)cHM0ahimd1wAbx8ly!Ag>Uq20In$b-7*7Qq>j_%C3R)mk
z`uf`0$fv)2-aoW}_FEMi8oslbys_HKy7$WBHGijgf@{zsk*%BB0{P|b?#wdF&AMOv
zJ@!WSvftVAPuqB<K@+FG#gU*>>p)wd8W@=V2?i`!v+%lQ5lcH~)bX^Zr>2%YIKcQn
zq+^oO1kc6?|Cx;{74L~fHrD?B2I@bgnBOUAmbI&~SkxLA`Rm);*F2|hZc6obIeq9X
zEU`1PT+&~_urp#~5@-p?b#qORxE%!xLCXy~)EJ*>xI1RQySMjt-oBq{zrWqizr3bb
zECY1(_*A{vTR)js*f&)jIewgdZ&?0^b+NmBu3tMprGKt<`K@bfqv!6tkY|4Ncm0ot
z?4Tj<U_ISGNOMph_BB*ZeSK~1Yn^|yHf@orTkEhha&sDZ6k-MF?4Qcwtiaae^7VI2
zJ;D;!yq#+zvK!Q`S{16De$G=PZ27foL0t2e`_0XotmeB3v>5!=)zy<Tv$p20-2_@i
z`TOH>`MGP^Ce1y-4b7GxmNwY2PgoSLAfN#nU~!zv!*a@z{e*+UDHe&Uw~yJbDn(sh
z?!W!}{d)UIT@i)V%PT+)qquTmHJ=Uc^0ilHTFZ1PM4Df=?Go3|ySux*{N4J7ibqE}
z%MP-Nt7vzNiAV1$S!tYZd6O|tK_HRwuk-r<<>&t1&tSKeGR-<NXEn!m&h6l}4<FhZ
z!uEyrZ;HOOe}1=^u2E^n1c8n;&@P?r>;46Rc278(UI=)Vc)0DR?e{y$znsPUKnwe`
zudkciD{p@<>-xI6Z>DKIe{irl_wljblb<RZ9aLDaNH6;N<@NRT<#M2HsZ}0IH<j*4
zgJx+CXfyqa318^MsvWq<C19e6LN?dETU)c6`zAIzn1D7gY%#qWygTVASNe(KOIjKR
z*XoXOMID}d<uvG?HEF}7mZ_S-YB%40e|I<g{oe0!n{47hl>(&jt_XH`eJkT@_Vy)y
z0%Bi^CM)XC0yS=L&2sOTE8Ujl6;;E#`dZDC-S2j3XO>0G&t7`u^EvDDpc&Sb@1d3M
z{c>|(J&Hf+_Y7%*)P>c=|K}lY{Sw{gvWSZxvW1u~f^JH>eC_J0OHm%$nU~D#zuzsN
zZ(MJYS+`?8=%k2S+w=2vqqcbL+1mC}MMdStqoduzpAp;n6dw3C9;iE&x0L%#aGAB6
z9MeV67QxHYt~kYMHlN#5`Ppi9boD~e7N6p<-F{JGQzN_UkX8un(OtkdW0q-l)VVp9
z&0JMaP6$SC&6=v2pr$CW7BteB6RB&l<Ztg*(-4Ksx()k&UM>rW^N?bjR}`o}HM-k=
z0;Glp)zy1+7rZPfEGz`C2X4~xxOPrWg=JA_gTu{s-PH}onG<AIG~G6@YfOIlPm<%#
z<a^;yuPLR#ns5#bjPJQugj=Q_cVBRYYsz$;NTG_8{w$098XRse_g!Tl;~A__acxm#
zoX4!mduo4wTd-)u^Ed(6-KPo-4eG2WQ5(b7My*S|+!Uv|oN?DY4>cw`QH6kSiH9>a
zd^RQ>T@$d->7>{CpGwB*=X|D#uN05U(MgSDdfFE<bB8{>1atVsdhW{NGZ$Wei7s09
zpM_(}-|K09om&M#x5G`I8h8H<uat>KWSmOeit_67^K8vhPE1JIetpkVDbp;K(~l7m
z-C)kT#bWg{jn(OvsX@z69P5?Ny}m9MlKnwDJu;26T3>^%7SZ1OFTr<~$;o{`9(AYu
zd|0>8QX90SKKI@p%a7My`RYY(S^~Px2xT7jo>;(ynuDz3JH&$Knw$wPTdHWx1x}b9
zTvK+Jzn9x`YOC1KSC^Of`_8wsRWiLS^YXm?|2y~Ue!orme%*Z1_1N;cE5kvXP9Vu#
z;Q>D*?|#4Bc}CjtzZdgrraoigm}2}~>|=RmXy(@o_lnQko;<ZE@qCoaYVYZK-_97H
zzj1GG^<>%e=fr0zgGPyN*M7g7uH~+<a*e9j6b`NI2Np<^zk4(n$fdqr{$|>h#b<0l
z>)jVQHaOfozIH|ak1EIjG1sbArYCiOf8DHnJ~th-X%#fA-6v};RuUIx%=CF8JHK4c
z+NiBXO%H|D{Zw}69Bg8Jds2OVNz>C5_6qn8BZUW<jJ5ZCv;)#!Y+XLP|4^!9L*a(V
z1KnSunQga%ZnudoJSytgxS=URcf*I1>hmqQvyUD>9{u^**}1G+w-_|bg{}(OXq0+t
z$!e`z%$1;}DtULUo`1ZZzyIc&o11;@ug-om?bDN!kH6%7e|7crTZ2ky;DJsd6}ynW
zvrAMvYNC>B&i#G0C%smko47W5`>px)|1v?B(wFs!bNq;HaJczgcZKEtwb9$l#6IkL
zIxYImfkx(ard%v%@7Mia`*Na5CTs5BkCzu`TwJs)pHK8hmPPNgc`S0LPM@$lp%vZC
z#_Q9#r>P1y2oJjamWAoJ=J{Es+ABW%+Oy*C6wWEl87DsM1kFxK2OPa_UK<`;I`y*i
znx6-a)6Sd-Si2?a+qt>cbKTqS%{X=vw8C^(>FZmd-3|||dxI?zQ|}KF8Cg$l&Ax87
z-62v|ORDbfLT7gV>kW$(CloS1(@4K_X7c-hgsO+F;<uihoc#8*{(hfQJ<l@nINRf(
zy-iL@!OQ)g-ah(<?fEZQAUT+EvoNJ@zs*uL<!;}^_J;YO`!?@X>7|Ch-?S}pmVN!c
zURmpFx3=fMFA96Hnd$JFt-4oUU0uC4|Ng$P6#)w`-0#qaj5mW?FfE}9YjqciXy`|8
z({aB1`A}3vUYmm&Xw{LY#rplejK$a2#m;TrVwQ6w!8rX~Nn6V6<^N`6Caznf#(JDr
z+H6bq`n}hz%HF)-`Frk_X{9|A%#jV-S-#9%U-I(OIS)tOJ5x<E|IPvpBCHBsy{78x
zD^LE9GK}${`Jr7u&&B+Zu`If=^ZC5jHhDW9vOVW@@0Z)!(!!EH)oE?Wj4umo{%*W{
zDDG&N=;lX9yRGfN-g&!qTb&YojVp)C_J*pdrv8?x3)Vzs&)X#SMJb@~-TlUh)v}F6
zYqtLQ|7x~*e%$JSg-xG34!#OTEEjL&;bM8F=|9K9@WtFlhn>~m-+?+R2iAkS{n@7j
z^Pr6ZP=S0%Mc_qX*=||xs+}t*JTGTtO5ML*;VHO^21yGzD9mOR(YU@M@bH$)UZ+Z)
zoDfX!+f+5plf$K(p|NPo7L~6MWuWzd4hpkbw!G`z#;`VO>#EnXA}ac^yRLkdn91=2
zbX#oyTDO^q=9U1*W{0T5>zO}KIUJ*s*Y2<lw2f3+R~&vih=7Aa6$=x0)y}IPjh`l|
zdV_|x8uUSvmp5}nq(GHA*h+@R4_r&GE<V!~_b`|H-L$_<Is8-q9y2Uu*L`M?bc7?_
ze(w^|>uz7azPeg0=lQu3u>}7Ce<SFoiK$wlYZ4ANm3??{Fr^iAD{$_;JvX=I-cD2X
zp5_D2kr1~(dua5!|5<XsZCdp9Jl`;{zm9LOua|EuG7?2J1^x+LNZ&QfH2c<_oyE;u
zauRiSm-)_Kkes6Mz?`uy?)TcGHBoVEr%1@lzrTDb7~Y6yVB}n4`X{RK(<0aI1}6nA
z7LF;47fJ4o?*y$6zZrDkx9ZXsSlVM?TFE&l({cULZt>;c!afOp0BxXOKkM}V)}`(@
z_vgBwgavS8Lj%)OtI}62acaL;vhLk7{nN_e<&&O%W@5Alov6I=YE8tm18QIGbgWzv
zA^yXjQTIaBG9O9p&{ZK5I+>o_-CcfLzW$FOXxYLa(01qTVxKcBO~34l*qCIeYkL%-
zm4n0JkCno~^BH0a0e#P|^*Y=Y;Q?)~xGCqwZN&m=j&1t%^tAf|mpel6s8g826m>y+
z>%;56-W<1i8jw}I)`N3{ZOD=*i@)r9WqD1m8d2{zz7Sd9ZfSLUYLu$@0(Z-u?CTLt
z3IPWNUdFE)+4`w#9VZ*f+E!fw9ibd`qr0VHK5J9`?!Ph8rx4NJz`%4<OCVy&R?r5{
z@0PW{wt)7nOw)}P1A7v59K-T!i`F0loTI{_;o)_;43@45ptjD<Q>Tx@0-2FTpu>)l
z>FJB?;H)Vz4G!q;dceapYkAD>vfS&NBYxhR+UheO)YM#aP(u%1m@qI+6uY3O9=bYg
zYZEIso9NRYA0IDU>$pAtz8u&+N(a6L)Mc*ZnEv_1MCETUm(Rbo#B;Kc_ayWDxYrjK
zx0k-XWr|YiZ&X~M5V<=3{9J4E6^9z*o|@&}Vv$v5W&~e0yKt&az%kJ7ls`W|=U!P6
z*tzuLohiFYU#lTTY!w<D-f*xy(_Aj5p&zy71jm%*=ie1?Wu3b4IwL#q6>P{Gbkw{A
z3sd8!+iRI@Pl1*d9N=eSIaQaTdJ1+!73etm<18W?*H;D~-x|`+FTZW6_w-vUgO|tj
zPws5E4%(x9&uI!`K_>$vKi88}Q%|3oqM5wZdpe)iTuAbpWtt6IcHICzMf!r*6hV0M
z0qHRKbE~=6X`++TfuuOaM4tDqe)H{erOk3S+}m5-{`OeZne3C3R8PKJp3ilCZFKtP
zw6k8*-hWdne|P8Hq4;0$0bUk?4!*_%A6_r9Ud)muHe>mnwb9!h#Owt>^fEMV%AfUW
zeUnzez1`*OK^r3KQ{5iS+}2a|d~W%i<1_Q>zuio~{psmxUwh=me2Nq7>+3)ZII>fj
z8aKUmG!p!<gTZ;d?L7w(WFN2R(g;`=xVY`<2|<~#6~U=bPfcCcFterMK1);m;=f_c
zr@Ep2U2tj?6bxvPk(bZEx+=7I@Bf3%>~pWKkL91#+0f3)F~#<d#Y)k)Yc`)N`lk@O
zF2-_eF!=5|Xf9FEVdB}($8BuRxf#@T=aK8Wtr=kVd`@xBvokZlJ!s~?wIT6vliuoL
zE-{@9QLPXTt7$WNbni@^FyVpDXZec#`y6!w7qy7$$JtDn`pUod@(knjb0Pi3kOCMK
zAqVC&HBMdc-X|j&!pOTjZc9dBfSn{q1*kFeT6c=qPZ18#T^wyZlAuL*8{6gUZh&?M
zS8Nme6I4+BbZYpm%l`Jcm7kya+Dx0N&dw)O@XoN}!-FH+U*A4_T(0`euP-kr&o~a7
z^Kf8jydlJ~rsi!}w%C`VV8!$NOgwwPIcqNsbYndLY8jrLVR%??-;YNr>96>Mp~HQS
z(blTghTQs}o}8TATK+i<Q3dYje(^bDs#fTni#?jJ7wNif&$*cdD&s3Vu5(mGH8|Y7
ze0K7_Lzy1MbFE5qPEFA~7w~4uYQA|km6z)N{Y(dK>)reF*=#@k;$Q2ko^8Ie`s}_F
z>1B_gSHcT8DBNOYI=uewE6??tW^+}>i7NzrtKv>wP~+MqvT=HR-A%WCx!k4R)BV1k
z1C_S+|331Ari*g#>@d8!am}6u?v~nBdtiGO1v>aZ#Z88L*2n1#ji2Jh0zdlL?%`@n
zKR++`?d|RUVap#M@4pS&ULLsEZ5?-ms<ox8{)<3AcA@3){;Huu!Lq6ABQI#P)p0Ib
z)5UTs@Y;e^eQj}|p<6T1(FPxnitA>sUoZCalFh`~`TK5GzPYtk+ndRA{oJM8AJY)w
zcAsm>)x|YGJ|w2=r}}cLC_WGeH6FHvsGVAw|IOr1)u$&X!?tE!O$oQC`mzEv94}>_
z_eRFQ%wR6aN$Mi7`{o#!0`(?nhwG)kir-oEv?*)V+=y@Q?q;tJTMJ%W90%&2Wu0zW
z5%X*D)isgE>7j4t*;cFVUiB~ICI7UxEYQ(Y%kqC4&3X}dZiU2i_z2cT%?V-ajecvo
zr_XjTUdu6M@y^o!>+@dy)Q#M<r1r<d_HUp=B`z*<oqRQl@za4uX3)OJjrZ$*>)zbB
zCGNuFIn($MTZL~3Sp+ZGQ}OZ94W@<L_JNM)DE*we=EJSW@0QKZ+w}7C^60~Dyp#7v
z7Q5B`{TiNqb=6c}34;TdtlL}Uo~HEdfwz#7!W<emZPO|B&JldN%xT_qP$_uF>Slo1
z+nu0l0<`+-&BJ#2GO>SNRkJ~ZSHk`_iJ)2bwXwU+UM^hl{8gY@0AG?Kd@DnTC*#`w
z;Kgpdm-TcsCto`rxjC)(?fw1spzZSyJQ<l%{ms0;iLWYnc<5Z$jr%p9d#CC~o89Ey
z+B=2mrJC=o8=&Kc-b9=dXE~+mS^+;({K&Eft3c2SSx`~KYEkiFfo|lcBcO&{g>Qqy
z&1_wvW1n8!-gj=U_3bs0o9D<qS+f0_Sr8{DCur>T_Sft2`POA`JgRO~o|Ad1AY=qB
zgcurUh*@0zko_&V?`1rHeCRxfo8f0ge;v}gu{L7kqFyP}Q*m`aQ!m>*Tk`V8#$>aa
z9|g<HEAQ>8^yIfZ|1ywI3CY)yjmE5}bY6&V-Y>OpwMFBm_p@}Wxz<>!*8cjkQ8Rd1
z#Mf6>C*O6s?U8$T*VSj|=g-%fFZVP>1}Prm9{6a-UtTQpdB4&=MumWHzQL*Wj$5B^
zdZwBknzOcV?mU<NqN*tt@cRThco}QW)`YB_boA&^*3gLEt8#8{J8PD6LjY7s?*X-p
zwu*HYR9^80UHJ<-ALZ?3fBUUJe*6gWcIhu#Wg>%|1e8U$p6-gas`;@&H+I(*&{Dw)
z(4`{5XCKZzl(DYp{5;#-V?C07`o&qQi`^|vB_TI;f;O++5b?<Vv6bm*>gj1m)p)jk
zgS7s%_q3j!sNB9;{N9mH;kO%)%Nf5tILGATV$eu8xaI&8LIDfb{GD?55_p8WtXc7V
zG1E?)a3!uMmW*$A{yD_0f8%cX{kb`lE6!%>g{+wH{FHYiEaDhhl++h2yuOn4RHIy~
zuGnfnNg*a^wyana^UHZz?h>TIS&k*D3(ifswA9<0|LvSfCYlcS_Ev8P4FH5K^_se*
zy`rySIm-{J<H2Vg6A=~&eAwU67JnVI6I)5D?yOnhI+K(tj|PXE&b^L-NXk0cK=TF}
zM{lfSZY;{#Zod_|r}Bh}Ys%{@D<4<gZD!}c)x^pj(?7AZAslpm&?TWM@J!>t(5NAJ
zp(#$PYHrbWk<j;`4KGz+vu^J$&!2K-T9(UVhQ=b3ZCa(U`Crhks3xW;4l_Hud*|%`
z*IW-;5nlQ5Q0uzmCtMD2GqIeC%V0eP>TyELScfT`89z$z?kbJVUg}W!@6S&>3Pp4x
zCOBB0x@9tLmGc4_@3p>2`<?|jCO0rWt@`?E=e@Td9v%j5%CRnb(gE5h(y@i1v1mzj
z!*6(T$Dtt5%CxiS>87Hmry^UqM4PfeJBe;@&zD~v&wg^kLs3Si)b(3fp28EN0BFqj
z%IcW?b+y-{K$|S;em)hyo}8j2kjcpO)MGotcjTb;V&xLmO5v3<DOfv~>FLhm=ey*T
zg&RG%1vK1uvF<>0jv1H&wHC-dy~6bLfKBS!24ANG*`NT*7CeRAcAUcT<lNlb=PaMg
zSbx7$+?=(f@)T$evGVgXR#|0c?8fRWczC^6%Cu<h!nXMH^K5T}iX)ex1_#SYzaV40
zkk&|}hIqh&J39)KuSdPRzkj~N&Cs?pSe>b}z+q?N;kIeY?gcLjzq|+pEeOxOxk<H)
zb;T@s)~5RCzY*N0U^l6QbI?4I6ElsMPt}RM1Ue-#%I>QcX!Zu|4zC6W%b-tp;Ptcv
zL!*Qs=qPa0+*?<+ZsVGger5)Edzq4|!vY!2%6CXDJBJ<)jexvsYi4HWZe4JFj%D$i
zA0HpDJATqdL5OLmQep5r$-2hL>i)MjrJl|K9pAC5BvU(d)s)Y{-e0e;3e~>K^s;uA
zdC{928;=y5)GYIwsx?hNe%}!rq|G}D6J|MpPRTgLt-oc*4hzr>@}|pvbFETuZ_nQz
zU;o$is_XtqdmF_$S{xf3EO}1E?P&eSur_}GJvLscDG@TPd!iZ*)-Ke$b$eay?{C{O
zFE2at{pj)Iw?VfEl)k!xa##QZQzoZ~Zq${Rp>p<hH5Wjq>}<}wyi8Do{p18eO~$r3
zcP~4p@3w`HTsG~VS9&dSns)fD`%^QNE52$WO{58&=xS(--=1;t&{rX@DfPczs)G|I
zCn#aAaDOmwCF`Dat|_5crZASVbe-2l^v7!S7C7vz{QPWLV6W!nWk1)(?Y(tvP2}WH
z0_z1kIv5&@Ty7{A2XAk<{+2)V)TNz!^`BbqLG)oA6m%JD-(88a1T7YNo%t$so>l28
z&=e5Ic812H9Y>Wb_D^BdcV4f2L*fp60HVVYbYoP+>uYOcv)4IPo|>Ww%Iykwm{?9d
z6zjk6SE5Q*u_6x<-4iq>ge|CfaX~S9N5Mi>6&00v=Y?4ysp2Qc9rM)wO<f0Mo^qJ5
zY=<mUWdNOjpx{5xCTwR>>guqyvsO23>su6lb86ce18xD0c1fE_+r1?<vR{0i`AlQ^
zHDTG4RR#HoM%sU_jM*#9a&PSjbBLboH_PNCD7m%-H#k_%xh1$KJc}{Es%pwjIjtt%
z<M3NT8a0Fi7Sz04I(^r*R}T(0o0Y$dxxKS^IjG#>m<|ewCAJ0gr`Vp-x-^q1b^G^<
z1zIBTv%nn=ENA-p>FH+Bru0@W(U|N753k$*`OpjwMucX^_cPn#mS5w3+qf!#1>stG
z?iJxXV|SOWGYwc^Q~1aQ9P4_FOiv3u-GA7vWZnBk!+l5M4)`6m0?kZZQ>;r~Jc#;y
z;KS>;x3`0~wKf)T2xzoB-&FqYadYvSBtebpC50OB-ID^&OrUEmtV&-kvHDZ>{oUPf
z_y7MhZ*y6(>N=>NxTbV7V&0U-O>J?@MKzXR<DT2=`s5Ng_k#&TB>{2q^y#r>kpa0=
z@2?D2Umd%<3^bn&4H)H``B$3mZDC3kwM;FLeVA2H4fh<V&iU}VPuALM>&0nHZ^i#S
zDjvT@)qC0vcKMnIUo6}`Lsz!(vlji_a7M&(GE<)8`<dSY%c}j=^3UH!s{cGhF1)(_
z_0`qQaeJ#Ge}8+s)_c0%G8-YLIM8%~lXlBW9?j;swzziAdAFgp5$G~vu8eMtuX2+G
zKFnfpUcdL6(#;ULwzza*o$0QSLKD=5V`y9<tPs$*OU-w$lV<glQZ?uG!QUToFoFFI
zA&x9#Xe{E{T7Al4=ECcSSAK+uf;B>kOQ4N&d0PMHgLb_v@Y?XI6lv-O)R7ecZNE1B
z#J#}slxFpm(9*WJ<0tePuENtfsD)Dk+S@z()PMD5JX0jA-u^dR$_B9;;v0b~My971
zW><ad;@SHx=W>7nJa|Fp&`)4!+|(|mY~4NS)`je68tKcet|R4c2H4P-QDoZoh1WCB
z2Kwc`f9i8@-gd-*E6A38prCX$Ze2EkXD?r`ayVj(odZMT3()x1yKla0WS!RwYa&gs
zf$IMyniI6oE|%$$V&vTjx^(60%3$@4eym&~8#bS}v;J6mN}Xq~pXQ-#WJh<ff>w)W
zJpF%lW5U6vZ_j4ur>)qwv-tV8ZMnB^eZOBn|4r?w^&u;RP^KI~&IHZi$>{3N<o$XA
zwAocV{9I+q;io%QkRwdtfhXfLjp|L28X_pd4Gv2{n^slN*CL8ea3ZtObXf4_WZJ?2
z<Uns=V44V8fHcMCyDL(90fji^WV2Q$)DYxw!K@D%L6-$hW@0%tFGq~46_gx6AqMgY
zhk}46s9--?47(;2)<*FMolrLF_<%laA@88)KdsBD(&@pMmzTHY-?zKHIlX_bP30vn
zalJP-pPrt6-uWqz139HRC|I*_Oxf&wRsFh6>8mMgV|QNz4Pbzl0sZ~=`~9};>w35M
zR&W2z!E(ZLb@8>x^qEXgK?k6>a*57yKiVbw_Rr_@+mH21Td$uy?|d<e$p`X5qkq{O
zb*6nk(kTqu&<vV0@0Bz@7PdZa?n3QV(|>{*utiV3o=^O87Br=FYN~eh@jltNpu^m}
z^>!ZN64ROSMFeq?3ON1E0}Ync2&e9C;L6*cdpj+@_UqKzZ#UDw-Ok^i`gf6D_=OK|
z92ovyi_VXnsN@RT{l67dEdKrVHTIsP7)pwNV9O}>`BU8NmNhQN`{lQTmP(Xfk4=}7
zySv<feh&AfV6mu!KS6r||9-!}9dttC-ZP-l!b&OF_CsjGKM%TMX`Sb$xCPAYd^a8(
zY<>&c-VVyEA08fl`{Lr_$o&Os>lZZCK04BQZC7db>w9~5>&EUfnH>Ho7wjh(;qVQ#
zW%_sT;i7g2{&h@G%<okk2JKVhxf{-1GPm~I&9Fr-oX;nIsr>lpsPFaryGpYkDJv=-
ztXwzWy-&vT`rbZS>$Jsgy_-0N)o$o+zmw!|`*q4xy;!T*_fJ(&;zl6`)D)R??$~b`
zn~Do|zg{R;e>^Ha_rX`6?Wd+{PY+!mcQ<nBuE@=4*Oqt+Ki?X*<y^+4Q#ZL5gs+Ks
zXtSlL?7`1AUg<fxOM~J*Us&k;?VR=d8=xH*{&qi?+%3HxJI%WM-IV1Y;q4)C-i5Zc
zoQs3kCfJs~3Q2!g7<G82s03&*Sn}7MRiWC!1v2vT@{^pNoS1m{)HL1KHYQuFCWttI
zR!no=+yCPccW}WRla=jJdoRv1w=H=QPz_qyxbuwX`G=M$@hZRxTAkx$+x<Oc!pgmU
zpv^?GRwV^<Kd)XpE9?5YT+ktCrLV8uT)+R{E1Ug)KAm<JQ&}F$%X$H{<w)%FrN8mj
zZ%vomXx?8ubyNM%r{bXXCANP)9Nt#{|KF75A5gu;v6`W=C}QX4I^(ZbvbdLd>+iiH
zxo^z^%gmsLnC*G7(q=g`bfdPM;IunEReSoEDI4sr7v!C-4m-cGsdVk3yKAGjFIaf(
zRpGTeS!*ZQ7C$?)VcNvms0F7dE60?{Sw9}^+!pid%F4-S=iA#yW}5Daa$F{MI>=$w
z)unr<neay*-t68dlj%K8XQTD|J(syeG$us&eAUz5pM1RU+aYfK8T&*OP>p>Ex{P>x
zh1mP$4+4v;nLQbcy2W&JKxaz(=UiVG>w9?K-Z>%rvaYVOw0(4Xn(pT6cRP=7c~z#6
zS*?9G@|r(lDj8I43*<58yN5iy_Tl1RCfgHS6F{x=^mUv1yWWe0G8Ti%iM8AB6;+)u
zRY4qG3@+wfq8c15FX>J=_?!KiLU#62N#nF1Mh<?FsjO$jV+tB;zg`XhcGmp9MR&te
zoA&Fld;+qv!C?o>4LPltONzVvV`Ap`&Ne&y`S5Dv;JY@^qlp3+yM6of`F#2_p*`>+
z8*oBA0lFc18t379#`WhN&vkW#ozx3mH3c+Y8@ZF`J!)-cq<i4PYoE&>VXI-m27nH}
z1ns3d7Piz6#YqfIGeOt)naJk*tUu5xtp4W2MCF&Zb3cQtQ5ezK0XjBlioK1wec78C
zZ*Oi^w=wrFnhxsC?Wz1cXX?)D>*MD?;qXVTh2Mj!z3sV9L7-z}Zco#VUQ_w`nOXX|
zITK=xZN)8Xer({CvA7VmB_okrOvmGVG-8+v?BowE42_%AXDL>5FPwLGsrU4#-{0Q8
zeL6kfZ11^sC9ke%f_9yizP)u-uJVas@B#1*$}smbviwnTSny`~wNpuv-{0TQ2Nf#9
zNAm9NvFr}#uG`&K!7pugM#?-dXR?|vmtCU_N<njg9kdiEV@ZJ6#~&Xbf4f_LKN7SZ
zc>cm2+uF+2Ra9<(P7VOA#Cv;Vqq4~Kr&1{4>EHrtksOk{Ia_PP-3^J&rSI?Em6V%1
zRdnUnMPIM13<hlx2F-uDZA-d?*nJNwl{p$28jCmt{#J3Gm9P8z_4-=h*=FB<zu%v}
zLrUt@-R=4D>7m(Yz017Q=ax<r)eJhqC93tL41CWzNH;jh91awNS|-_(E{J(FW~~fb
zI%nQv8Ox^G(YA-8c%xSbFW>GS(cP#Uv*W_8ZMoU{d%sM2DV3+0e{avV&FTKLO|z#>
z)eb-RRs?oPBh=jUoGk8s^R$&%PpxtQtw!1TeBS2u`~ThYnxY|CV##~--oD!1cPpRI
zExYV%zI5mFO>LR`KcBNcR~8Jq1NXw#DGM9+RDFE~+H>*y&F1rKd}bQ0dp;4ey#|~s
z7??OJK$FwmYbWuho|>%QzxmeJ9!cXl3fJF?ffgEomh+UJPtE<kCGW0PdfaDbewzf)
z+{*5jr|0M2m#g{U2&(%_-`%+h+D`@v2&mKbxdk+;ca}QEn0@^cwmR&rn$L_0uL5#d
zk7$06xwg$e`B+ckwpuCsx;@z|i=LiJ<&`!o5&Ks4^=kOs%9HEVC!skqMq&E#)9xQP
zIXZA>XKIv9R`Z?n@S0TFTqD+RG5`Mke*gAP@%gQa&TTW=GIlTBvBLs%0_og&DPLod
zhXfoL80|sJDt3O|6!7gpz?-P8Su@*$v=#hjZh5|GTb-Bg({pogM_%yOPS5r;LM$By
zd8mU8H1Oc8owkWjsw;MDRw!r<r?2xW&=E@Ov@=z6b-9+g?%ntMopsZbl9h!h<=qe0
z28Wyax>I|fhMX^0?l*T%?wof!pU*RSzoZz{@zl8nT6YzE0WBLX0$ngZE6SL=^rFG*
z%FoX%4;DpDznBz1+bnm}+UV`eN~PeF3!sKE1LJ+rto*i@PQeAb7p6{_kWhZNbo$op
z>*vIDA|^a*^`B=0D(?%=fzEsMWi&(co*HOOH0vzSHP_#2^&gLlUt8eF{QJk_{@~cF
zx882L<^D7N|F7v=^Y7maTO0MXjH?nQ<H6QcL~3uTYBfExEBSa|+2daGTgQ5(WA#_;
zohWUZl@ed~b1BH5FXn(|k3nbB_|7)l>TmZ`<%I?4{!CbMRA^|B2QAsTku_6ib6aF~
z-o|asK?T1b_uDV4TDr)!I|{Tn@z$11@K(<!Cnx)I*Dj6O<9+?k#^iS6lHa$o*PCv)
zof*8BlO0hafmr;Y5^+P|ro|qhiRAM8wb%9bd~iySUVi17*lO{euH9m0#m{_xgEo5I
z%8%64(>uq;C-dTq-tptd*+oBsW)q5@cx2z%vGMi1GmiNRNF%|ZPRt61#!c?hY9U82
z8N9YEes)83dQ1}NqQ%_X+s=Ny^hz^~;m@bj`qq1on`U3*vGR8;?w7O8Io2b2Zo-=>
z>KU$Y?En2Zyl&SkEzltwZ!au#*7Sd9iqc4VP|3*j^#ApHa}V4$z4!ZZJ&&W(M1@Hb
zmlkzg;K=OM?06Jp8uLZ#>Z)CP!~gDya`N>p)LeU|Vzpk>x>ePtR|<GdV-Bya?1<!C
zD<SOSGf_eD<o^3#f4#q3`pxe76Q191Hea`V|F!C9<makuzi$?Px_N%{ysIBVuk2(x
z)(|^c-QTa@?pH>)dRMt}{Zs9DPkx&Z4pxskl!LZtZ8y=~`D9XNGq0Hk=spOmKOYVU
z>xBEwuleL@_5Duq=4mgF_AZL8T$9Sg!XcpG(7?dR#KKXs-J$f<%XdOM>+Z5F60Q93
z;NZ(S#pgV?->b@&GE8!ry?*Z@F6||k{q1dE=gB@_F-I{jshokq?xLrQW5^;^>qDR;
z={E~*)!rVh1~n06w8LU9j#Ir+#<4N$GF<PaPLI9h%x^n|_tMpv(;psn3B+#vey8~S
zo62Wvx8K`!^X}r`r93QYO33;HSy-Mfx)RcRN^<Q9=Qf^`Y~OZ$JSKhlR`&Y4D~;U`
z#O3e(dP)BOkK-k04395aIxT8d@bh8=kbgk7gFLn?+9BZGJE;|qzb+Q7?6>`P;@(2g
zX87>EuT~nnN*W|Me6w1ay?(D5ue8}3<K;y<D0)L30^WuF`xRpo1zJpZwdCVb@#P$w
z4!85apTzAhaKH3=?B;bhZs+f>ogQ=8lM`kohk(L`t4vKr;oRk)e<riMo?Cv;GTZgv
zwe9<^K3&=wAa{4?`u+cYl^o(!-(uBNHeLJ}D<T>M6fQ6_I__l7aJ5olyK}4Xxa{Su
z)oa79CxNbl%6xRBQ*&N(Tyn4JtEyaaW#oWLXNjsy%u7G_DuStAxMSUok5wz)ZoA#b
zj_e;U<pr)g4MIcjG#&G}t%e-?BCZYrdS1SN*UkZLV6XagQvLGn{Qa>Dg38yd;1<{O
z=@!#{b>m<kO4O*cusrp9aP{{Ej#K}C@BcsB>{iC&FQ?=G8J(SPzyF@=i%+kQ+TJZV
z%$wORTjn8O_akw7{CO0g252g1gm;<zDB7|KbivQd4~O~v7rXcS?f-rE{ibQp*z~_8
zb$@@ke12Ly(~$$oyWj7tu6i~zU97rC7A3qyK|#IZ+QT^)O)FnrS^3iX{!c$C)2xtP
zFBWxQ0^PONu6_NR(C24oy~E=wQ_UV+_p^RG<=wvD?{38%xQSwtAEV>Wxe0f7R_}S0
zc|Eq=SJ|ycLwvEw41UWe6TY<S*C<w(e_XwOU(~&O9mY$;KF<I9COz{oues0fcf0dJ
zmuH`L?JYOtm$fp{-Th|M)6z6#!vpjg9e2iEGTq_Fa$=&g`?A~l`)%Lu`FzgzoW#S=
zz2^5kmd`2jimLzn^>QP-+>Ch@k2=+Umwb0BS-<b=wdl)rzu!*37FYeY<j=?B%f;hs
zHhOM+bh_bg*=^msg~w%^ii9P(k@E5tZ-;<&(@T2S39pZeO71nibTvGFuAlYWEop~S
zN)GOOv+4AuWwY~UZM&H^yX2(m^d;Z#*Y9^z&A6Wls+M}M{9P>nS7Ytwb5@ZD=G#;j
zg_?idv3_cJoF%CH`f^tGI#1^|p3M8LZ+syo2RPX`N^x?WGHqJ(J@ePs*VFs#e!W<8
z`cqhR?$tL>lc&6?ez#Lyw&ugZ$Q}QV*Z(=L<8XeK>FS$*vv(G~yR-A<A#Q!2<YPUa
z()oJ|tseIn2YJUHf@D??e%mhrR$neS2XC1(8#y#D#4>r8UvG`w{+Y>JcWa24%i`Ie
zo=%US=V$eD$(LWR*PB;A;#hY*wmkNmdeh6a*}2oU-7ULql6PmvmY>gNFK=XKH>-}x
z)?U23e9xhmt>SSW=k5R3d{bwW=>EC?-`Djo7x&v`z5O8a^#3FA{WJV*zg~HB^L1GH
zwuztu1?G%WA%Q8cS?*4q-s!l0-|xHcm+k$2&$@d5C(Gw^Cf}?5epgIi^1ar+@As-V
z+iwgmsg^Uz2#~U=D7ZTR1s}L51)ZY2_v^Ljo2yqo`Wj*=UvG73sdZG(W67tF`>ge9
zUq|2fs{QpPbK@E_Z~#N|@q&9yO+|Z;?tW3Vbc1!_qaz~93IAV(??3f#%hK7UTX@_B
z`t0j}o{rzOqDAv{knDL)`O+(akq&WrJD=`)6XoZF9AkZ46%tz(7x7lbusjP5i&ULk
z@u)NMh3)G#n>Ss%{Z8lIC2#$?$NFSv|NFiFzqRe>GsZ8g@BfYynzVbfTg+@kNHkt!
zVR?G3glo^*D~D>12)Zw^|Nry+%T=q_opL*{?z-;OdG_-R5}kH^K4*Qoncr^4Uj0b(
z*Hu>=UL*PHLLg)8dTXul1&<efEt_Ba&9nO5&h)BRE0<pa9sjcTyv3nxoAoi>n)9st
z!mZwJILw!MT(;Z?RPLHxD$_mpRt72U3#?e)upq|&ZQj1HlE%L4rbp*L?zgw&K6!b$
z|M|GvBJ1;3{Sj8qI6u#Jx97^oGKbrEPdgRtIS)DyGjr|MYp2}K-^*CsyXV%*&S|Vj
z1!R|of`<6UYgr-BDttp)?)<oXN2Iyt>`Y^I=_lH5*WTUVU*GlJ+<kkVFf^LL;as(<
zVZoi?>}_n{MH?#)G%((rFE!_!CM^Ac+#JBc*jy>PXqLz%M0heXvAj}M(75h>s}xzO
z!vX=OrXs~vo{GrzjKhLBP<mJr+m2!Ymtum!dZ&=f_ql)GOrO70GkDpO<8sw&_87(8
zG^zUX!ldlYjZap_AQ!-^kPC*4jysd{?v`Eo^Yim%P=RsI;&D%r<gagUXZP8B@^IX#
zlhlT6iLCgAue%<X-7QPmq808}`|HcfnADlb3RtWZ7P#(Y&bV87Vv%e2r6yMHSt5$}
z%4P1ZzioYXwz<CT?>C!$`J#(Xs$PDzdi^{$ez`j-dyxa3<BM41x8<wvDP2DBJ+fQu
zX)Cw*vhcV{)m};CWhdwA?f>&B^U@N}mlvG*b2r^%LJ9fqhIQ9j*Sw5kdCGKeo02fB
zkt3ksut1NgsVH_vcKO7pvc2nKSI+4~cC)R!Lx5gFY*wIN!ct8mBqLh|1*UKZht}(7
zqz1fukq}pJzt|EfeQ*e9aB`ed?QHtfv+lZ~K={)qUjwEpO+$_<SO8arq;?mHxCOks
zrd3#oWJJ}3h6OPPPOafNwJT11gODgvST?qa3QUpSmKCLUqluM!m6_h&E#XPw3nLuC
z$qbT88u>UlPRTmFKIi;M^64qDryBhW?#$i#=oV5We^Fs{+}W@-QgX`T*IU!4a7Rq+
zLMjj(oVhqo@kZ*d6<=kfar|CW(d)ErLdXHPmZ_;IdZ|>({ufoTKYKPE+#|K5NTeAN
zdW~|53L4@Yq_%2^Z@46a?EFI<9H&}WuG%ji67X+#D@wRsiE;>7w>3k2zW?>tdTeD?
z$N{n!6d?T#Vo#aEW+BI6fCQuCPJ_^|-<!hNQkyIP-aRIR6jLl#+6o%wVH?gJH^2VX
zs_VhmfYNmw(~;Ur3yyPfoMK&b>y+5j9juN!8$?&0Knf(2B?m6?MryTYg)T7CI6vE5
z|L?Es`~95T`Fv}CfAc-9yFF&J{pZ`$BGYD?)c^aFw*GR^>e9{D+Y_G#dFx(n+xx}|
zIZloV2uzV)EO#rki<Mi<<mUgy{dQjVe_#5~Ui13Jp*uT^FDJIkPW$`vh2^K?pshuB
zOD_9np4Q!dX1$p|vN3I<7ryRFT)pgP)74#DxBpxn;f*YNPa72M@3eQviGL774tGW-
zUTp;p^PH<&VhkL2rb<UcQVJxjE<`dq?%do|Y8Q9?wN>+O<PhBJcOW5-b@eBSomGcg
zIA1>QxAz0J0Sz~V|H-`aQ=+l@q-w2v@P_`Gj}YnO1*pM$aMga$Y2q!yei{)gMW-W@
z1|!o^!3$Ty=j;j!LW*DxffdaS3u4$)rXwY@28PB*92}>PuGCglg%?f^4GfJ|92}=g
z9m+US4AAInSP(O6>}VhejHUz@j?q8>6%L~*0V5?`NM;q&jk=Qjey#ew8$#YX7lrdr
z+X^Z;EYMNVn67ySsVNRBX{WHH&SwIJB%)ZJAS^JYSRxI%J>$^Ou;7g`auLnQ#8Sl6
zRK#}}We|l!KwwHO8*<g-(BR<b5O6MW21)_X$kepyJaU!6!Xa>iljD>n&t|0RSwO+T
zA>f-N!ew9wSTZ_VwkJ+Q)y;9rju};_g1UmnbAvO8S_^E9<IQxW>J(HvK4D>bD$^E;
z8UzX&zj@FCYEHv~Ifo69D`Q3`7M9fcATyAZjs~8>XyA>eywPk+WSOTkceXiFq2j<V
z^5e^8|I6I^dnV-Vc-Ur=dTPoWzUSxX&!1QG>14^jpU;;EE_Pd5`1sh@1J>o<ELLg?
z8s%rs1|rHnE@gp*KOVNr`yH1pkJ)(!G!**%UUh!eub0a&@BedpKgX$5Nn@6vOJ8p-
zAK4{g<I>{Kph_;lqVc@l?={Y;eUHWTVs5<I*e#}eYFp`-J7?!@nH{DVv0*{Y(;e$0
z-f?~xH5dIJT&X|x^wZh;4}9);|1*~QZ2R`#B0le6|2_LJ?VW13+IH!`M|Pk7=fBJ>
z75_SI|NfxAQ(tXfVXysveo&>n?M6B6_ZN${9uV@@nK&&fYvn86YfDuBeVhLO{r;s5
zpz#U^CeWD`kB|5JgHGaU^jf<D8nKPX1a4G3?!El?`~CU9zP-II!J4%o=tb3Chp7uS
zph_SW(S^TEO-0|YHwq!uNe&GT%$yZ&I~%o}1L1YEl=Fi6|Nk<d&n@?h&fi;_EaIVg
zOGn^*wEt`~-MQuWDs%0Q^|5HNvOM(?JPo&DZ`^|T{dJkY-){H6|Nr0j>b<TP8Im4s
zs(!yWJU}n%sA)uH>E65zT!Atu)#-~kM%`0)U%!9F!cpRsa8h-;&*3&+@6GAw-yMmR
z@dBs9Rjgrgl}|<PuJ=7E+z~DZ8dJ~gHNB=0_waShBSq)7B_E7Jxhrf#wsxAr9Rp%q
z=w>b1`|jw}_t#LGD+@p)4Q3lr#;{nbHa0A{)2)4fE%FdigTvN_1u?lvypZ4nw=h^Z
zz9ca^?i3H-7p)Ez0EcE{7Ng_NTSuf&J$IC;sYria&2~SqM_}O#>LO!tEX&iln4fub
zQ5r9+SXrKC31`D}g1qIhK%AT7)ZQJR?pmR^D}<Zl)K#@>VAsGT9Q4Hmrc@U`-Cc^}
zt`%YeQ&#(~QAF`ToQ{IV_eZD7UxO`yIXFO9K_h&2gfol}*0MLkA%N(BJ#cC7k9$aN
zZFJ($iP>QQ8Z-rs{^@SL5|nvifn(-L)z|l*ZOyp22sEB@Cg*1AblsM@PC_p_9RB_<
zD_t_B58>Pk-mFS<K<7qhJ~=Tl^TY(j%r`eSX5QM8S$eS};Lnv{|E1jedkkuyTi^GT
z&fAgr>iYV4DT{)HTP2r$FK;|9H#=|t-)~<|s?Wc&)JD%~K^#-ml-H_ntq}gUQZOif
zcIM0b|Nq`+9_x{mwb=Ez{md*=?Z1DX+xw@_t4zD<xhS>z)D+E|^EaQf($3v<Qtjrx
z$H)8E-@4Al<SKGuQOuF3;51l}H^wP`c-St#Z1uWbT7RFJ?_c@)FK9a8rTxFh_Lpv^
z&)<9FHRzu2m!N|A_uK99*FNpJ!TiQy0RvOi6z%}eE)Q7PU--@PXy%iXlhv0m?z7T5
zYJBSJETuW|g-1nSE}86iYTfQ5Lf$FoUGg^`70cZHcH8M)G49=;l>2Qa<?VX8?8}2@
z{xnz6Db$yicuwAQ?de&w+iT*EmdY~4Ds4D&e_mz871i`I<WU(bl@ITBzh4&r@6+^`
zSAzY0FDA{Ne=Rb7Zpr7f=F5LXzRo<@#2Q)t3N)#?_y51&nodPF(`(L}USCprJ$C!6
zqRY$u{e{(hJV0}8+dwCHWPZO}e!i(pCR-^WgfVt~cU18y_{7nL$1IDMe(SS-cj8dm
zmKR}dPuA^w$noOhEEz@1WmChVG~e$3|L<(ulN<YPWvyN+>}R3)Tk^Dg{hz{XyubJT
ze%I|P+<1tK<5cTfD^_@>e4)uy{QR8n^|<QXTcy`yFM}rgyc~_AQXiKFe9fBMn|FO_
zc6%<%)4kvC?RI^p5#Dp;Z*P9h;ywN?Z!;Rr1T{7_EQon>E4U0Ei-)-P{Cc%IbNk&g
z@9MW(!>`SXsgm32Ki^Js9yfR<?UHx--wRIQY16k`uU~rHZ$EG5vFb_YHxin++^c%M
zHEYkKF6}hk2TQ+OO+QpN=e)~;6--S<f!TgL;l)!`i$lr!zQzroE*G8FoxW8MbS7)&
zmlqd*`o^05Kgce>Bsy=W>e1p;hP)C63cb?ic^j{H3)t8E_+XNDW=76^j$ap7$-J*K
z6VzDMups8jtl&H*Xqs-6)4Z_1{(s2<M)nllliKU|6y1GS`0dTjm+yAJ*Ne~p`E<H}
z{I5&XPn}+S)@A1LKH2DdPeDVJ{`P-MDsS>MF5)bymG4{Bsi6-mSQr|uxQ`T{nE(IJ
z^UK@!|9z{YqQ7o;akz;7p|_L$?IP_;dlEng|9&dUHU{0RyV$K)>%CBOmG4}ut$T9X
z94>-p^RLeM1n+@;(P#_}k2Q_0db#vw_KZh6AH16Z+Smy?MN6c)>!?U`iR%wpvz&<8
zUBXY}ve#}s_50Y1yZZb86hWNFamsbI;Zt}w@<kw%pojPQ?`79}j~<9NPCus;Z#T~x
zH1jsw{dV8q&v%bJ-uYV6IBm-LbdXzY7RPLn3XX#X79*3XSO?>dMXyUUyTqP;+md(u
z-)WuAKHs!fTe!2lm$+~mOU!Xx30Ux@YPkjIHoHw5ZqK`X+;C}l^wF9vTJ@h!s=u{t
zt>rZ7X;^T_AatPuG)@?qSa!K9I2H92#m-XtFl}DA-rDT9=__5Wn2IvHepY<D>9U}M
zsi{aX+jk~BfpA<2P-uGBE?*a6mt3;6?|I*CE7uEsftx-D?`yT(f6t~-iG$;m>k8FW
z6>vEXvgtxAli-xcQ~iEw-WRprzi;W!8}@O<p|g~7zQ4S@e9H^<MkmfKf3p`k-JNzw
zNZ|qp)5oli=ku!dY=6C2{PN}U`F<a{OTN6gcys>O>+$xw+wT;W>ZaMKe|>KM-_m!c
zk*c;okCjo;lM`?Jr=)*)aIjRjzgrO0nQn9wT*0&TqLj@3<F~Dj{xfX2-o(ni$@x*u
z$7;L#b9b+OzDd5(4KygeP;5%01HVv5{3JoQ`oFK^mxJ04FXxuuTe)lZkEfCgOCBBR
ze7WH;-)W|jtA3_Yg7+sJuU0&7|Nl=3Xbnc><}}mlXFpQ+J)c*-j9YJq0<Vn4hMTo(
zAl|nPRoE4|e#<4Vr?<NgSf`(xqx0igbmwX7kTW5DMY6glo!j}=-Z-s<7-zolf$8Jf
z&+`91w3j?+WS_P_FmK(3k83~Q&fh<`&+^%fHCrv6a>8pK%j|zLzxLZr9R~l|W@~pY
znsVJW`!i^w>|WLDwIxrdhG)g<ot^=zts3ts2<%;B_kHJi)16l(I<)Kb*KNC%<$KM1
zyTI>#pH68%_5GN&a_hCI)sQ>^ONYE#0{2zy|9m+7a)L8orqHCv(y#REK6bxsVCM6f
zowLbva-*Zt9Jke<ukZi&)uj5{n_2fFTRw)z*P7NomcH+?bb^fTO;Dx-mE4!j_y0V*
z<+7i(X{K%8^@uyw@Aux^_Gh<Bc9elSWGaMLLtyQ()oV6+P2M2$@cYy0@p-|SkAFV<
zQMAkC==<A0{^o;<YsZ}{Oqbtbk@8W9>fpEia$(KvFcIB4N4L{OEzc|LewOe59s4b(
zpyk?Re>=;yd%xYfDSJf!q5a>N{x9$UdwV~t${loq@3o}ZUrS~0PjNT+_d5RnEV;@j
z6H9(RoxU7&1;yDJhRWQpt>0{LzQ$^E=o6?Z3z}}9HSPFGaNEaWG544E_w92x9u<3<
z<o2WX-_Pf#L4}q1+jhCC6??qDh;-{O^JVGMQqU0J`fSQ<2WHMA)nbo--cO%bsiqzJ
zr|8ec{<<l8d%s*-Bf2x>io}`hA0Hmx+<db9US+zJL4w0J&8U2J|9Nv-uU*<V_ow7T
zP_^P69$Ok(HfzVbs@H3$vpxz9kKKB5rSgUMyWj7NEPws?`+fV{V*B6x|7`!?7<6X3
z@3*axOjotZq37a9{{J8NpGNoGKi_ZvucC72(wP$cD!Vd{Pk(Ia`ufX;#KV`4N$20W
zq<Bp@qk_?K=fl+=jGQL>9Jbv1_bPn9mbeMi2S;|<khpboI`uAmJY6xr_M2vY*ShQB
zF@>&`JB^J6?<{8BZF1E7$^F0Y$}cZ)Z1!5cs?IIpUiSLEr(WCtc+gyO&hq(`>1V;M
z!Nz%d0`VpJJD*O=JZpOWOrGgJi@p!i{oz~9j_zmv_v5(zvLB1Ami^c({XFx0^^9oi
z{kbf=oE-w*@s(azxzNm##IU|%-S@NR_s_i3Vtaq1>~`+u=l1`9hP^kclRRF0XsPC|
z^1Bs}dzT*d``eR$VDZsiCawkj=~JU;FS;{3e_v%(?boZD?>>?VocAIq53+D*uWQ1I
z35rkkcQ0OA@$AgZmm81EWq<v4zxMmx9EUTP`~;_fs-UPZlN}UUS)MwD&2|#bkZJt!
z?Z-iOc^&Z;`S<r__S=5b(BEz%yuP=?(e7Go`Q4o9Keko9y0UUE-?G4YFVw=Sctcno
zoHe_x6I!-2Z(U5_H`($#8~40C%x~{we!r%;@+J?sD$|(d(6d+Yap@6d*QNF!GlEzi
zJX`jnR<t>1TGZ6X+>g2S_iQ*C_EciV=atLnY1yBaS$pE+?%M0I<+<;^TocsjX;=_5
zV^vT9Q?I7LK~RHIM_jMz<+t1U@o{;%YWHI2+&4e>^~K`;ZDl8tw!3nFxBY%6_}=<Y
zQcro$o^iQ(yjME>p3w7O`~Uym|7nvXxcUh&X?(G<^mgv{)P9Ad$sQk{zgXO#S18k0
zVWV|S*z((r<jv8&@2>y<8vlPPXw}Xe!Id1x43CQ6IdA(t2DH9!^FeFxyPF@227^`+
zb?MLdW$DsU&=BAGZOU8+W{xBJ$1ZiuFsyLjV_f*+!opmw$dy~SZz*PZddWdyY3bX)
zlFv_+3wB>zcl*{~?QgQiX+A$E2~Jt=Gczd84AKFpYIZ1@+b8xAwBTs>-5<3-4lwhl
ztgq_1|JiVvd(B1LsxL3rY_&X8;*-5*qnp*=FPAT0i_V{``<uT}iCZW3$suiPMy9*k
z0`Il@;^*b>`REol;f3Gchi%f^b_Q(x&nBG{aL;~M`_a`)tc<7bnlbg9;B^VhqLj>y
zSLX|UQGUWNXJhetm+bj8SMhf*FE5`yKQ`|xiy62H(I}_10n{|~oUFDKw4O$~TP07s
zPXE{p6;S){YV5K1=Y{=kHlB2t8)_ZtxWIv_si;xQJCM_4mV>5;TSA}aJnyb|QMq%K
zW*mDE`SI5>i|{Re`+q#@&b8f>wO_-X=TIouyTW^*mZ)^?=B(#pVJ<Tt?Ob!o_?+OL
z#Xd_N_eEKp$pXjUg;b`GX>Dt_-CFf$PQjKt+qPyGzbwz)H`V;u+m7x2Tg;BWzaXgW
zma;zI=I4{io2NZ~_O1V*W%<3z=U@K5uea}&x8Jujc8zj?2czT830Ie0V3BfGXv*Ak
zZKcUk{i~wkF&nqsST<j9U3f%dtH}Ck5gQU5&31UOJnP#Nq}12{-C|l(wfiaI{|h<<
z?Y)EN6d&u6T<U5MZag^LWnHxUb8PwDs|#PdP3S$i^O1k`@`^aisA=b|-|sOgd~{^Z
z_3$r$y7VW6N2X5I*^|HP<+4csHQ(ml{>LH}>kyFlMJmXSiC0IUaf?ZX`^p&~=j2x}
z`=Kgxcd>Uc%jFl(ME5t`wsx(2^!NDEm7ne`{kryVPl4?J6&k)5FUhXoYXE5z+|v?>
zk8{^9`*SmOdTf<;^Y3@5Ol+TDrHZ~Q<Gd22(3G*|z_eu?t3IA7s$O;~Imy!P#hVi%
z$KAqTUJ9vvcj?#Bziaj^@0*rhczq+hlf1x?mF4NNHR4N^0wfwM{sv`sB}7U6+_WXH
z(Ejm^iggzDM|bu4{Y*}-dv|B&TdPnR;kCDZYVH$&I0#e%e34^x-1+^=R%_J@s!U72
zYaTnP9B@oq^_KBbLqiYGx>N0U|NJ_7*4_MNO+bI~^WA~^?|$5nJAP#TC6Ui>_b$J*
zu@0R6KqiR<I|S&Z?bS4GY!m4SnE8I&ooi0d<_Go_ANf7i+A4G#+w=2xrxm+-oG-uM
z_q%iAW?xY23|wREb$1AOXIuK#kMl~*f=ydZozkl3KVNIJOj$W}dY;ay$@z2F*_3DQ
zzgFkAx}@ho>?|dX<Jl%YShXuS<@Wf=GMX;SI9vPs?e^O>b2&DFmR$ane0u5Ur}MVk
zf2P#mHgtNsA@T63c9$2upN^E?vN~$}B%WRL`JX$_?XF)t{MH@b-(+TCc`6ssnb+u0
z&gtUt?)LWlZ+%BKocCyH-CKL(n&!9pX1P(7-(RTheYflNwCT64h1ai_u&b%q`MQkd
ziG;?Ruh--AKd*c=^Y!$&D$U#W@AU6|lv#fmN7xJIncpcm{N~QbocF>0wxOn3CEnum
z?Ca~Q9(Agpn*BHiv?#E0r?T<IuT@`OTzu-Ry*}{Xg)=@=>R(-1soB@5d1~`PHt8wR
zXJ%U-(E?{h&<vKGhJwcT174-xEUz>-oH07RWMlI2wCO!!cPjRM2UR-3f{*5&F27$}
zUU^^QNcQTr+qCq{Q`F9FyjymADt~V_sJZm?>9w?^`|R>H8}@kLxve%k2VNM0miJn-
zOnWE0{iPnKzzeO$ig^`(etdj6CD`wzo?vq&cooNGU-R6rlLS|RDz`7o?f+`t*574$
z{Kci{oQ<xlkL%_om$3f7b$#D7HQ!lN-by{)30mZtxqR-n8-hC*-~K9FekX9BOUt{n
z=J)sP$!TL~yvF+I^fJ&Y%D<1q_pi8R_%H9>uGj0p3-YdRi(1q1kq@*Ss^o6zbyLgO
zo?3za5|^1)#*6AEPmTgN%jNVHG`|1PDr;uh6{awcyKmj~*K4=Ofe!K96u5r<&S$f}
zJeL1&@p{*tOIMW-{5${ukALNqHyn4Y-|a|V{$El0X=MH1ubU72J;2PrMB;+>yudz&
zJ(vBgw}#Bg*)MTKyRTET>Gvt^^><#1y%W>VU~ZJt5O6HHvLf*2{m0UII~Km;TkbP+
z(%=6{r**flxpi%(sNjY7yI!v=0j(CCao*oBt9Fg}q|aK<Kt)zUA=9oneZLcBOe|vB
z0_Ryl&90kuOB1Rd_nL33x--YJ_>$`Mn4o*<pw8>>_xtNX%_3$t9*_UO*8h*PI|^D=
zBN`qP7?+o)#`d?XL7uti=oL^O_`^Z=<r>pF85*~7AMyBM|NG|oORrY1k1M?poxgV~
zXd}$M>i2tB<;uni{y$&&@8@&S+MF=aN$h+wGyd*huvP!0RaNY9P=V%f9yGXC_IH;x
zQ>kFb0vW~aU-%yL+x<}Zef-1w`v1RIg&QAzJw55b8fHEV1<)e5$e)Xrsz*(ZuC}xM
z*C=~e{jt<Xb+_&N{{Q<ud++{?x!`5-GYpeAy}fuy<lx^XZoL&+{%;Jbzr88>b~Ams
z@i`0S+xAgQ&2MEaej|VHCf9#OhXrSuE?)h~9sk4WTe();`f2kYb*})mcx9{KZ2Wn3
z?yUOHXU#YNzrW|(t!&?O!vEtX&GTZc-tBliYt43W$-{CBJoqD=^PAi4c9Gj}0fh_N
ztV%g@wO=m2JjAW9bHDzNvgN;ndv53LPIa_kD%tYpnDOC@U#*s1`rN$zeqHtI^@&~e
zJfMZ9exP-gebP1+1-ri8%7#??;s4a#*6n*bE&9^D>UWWR#{)qpf~ZG}>-v1`DJkLa
z{hM}f&dj+=yJFUFy%rU@LC&%$<!Pp_u)+nm#vi{+Kb=%xUVPqm`>T$OQajLMRQ)rn
z%(f-FZt*$(gL$d`POtW3|HB^%_WWql`DX`N6zovV%JTGE*UkA1jcKfpthZN)RlMK(
z-LK!~lgH-YA?tbqta5H_D7hLMzV+5Dnd4i{HI5q!o>ATtUvklP<Bl7er-a}8^iBH^
zW$(Q6M)&PT2Y!)?uUEr2|5rb<`Q%T{f9sA;4--sDu4(S``Is7QqgVK#kv(khq`Vgw
z7Dn<<`myMY3%KC4Qd;o3)cuN#bA!WF2h9{W?%bX%>C<a{FYdLB>iGYm-CoB`WqaAY
zYuk=~?p!{<uF7nJ{}zL-W=FsMVE=tJJYH92J6o!BV;RSqZMU)_#otJnE7%_u&tAXh
zlNYFgw|buTx%byE)s#H!E8lkf<3|hkx~Rlf(M=z8RGx>P0gYZeRI_f;*dBi79}9<0
z*n`Xd_P(GEBG=abeAq63?%CtNrwkp!Y})r6=CfY%cKdz1YQ7zxB#%w=lUsY({^v>m
zP46yk^#60%+HF&=cXr4W^(gQjg)bMJ`BUFl_JyBxseJU+|90N)+*@h0b2mMZTff0j
zP$9s&QDVpYN8S48oN}K=K0dwXM|I7kPW7<7tU^ntvMnL+H=nm#xoN4@y;`~Y`N=M|
z_0ywOwlsnUx^F2cXl!RZsmH=m;-~O0QTl&GpX0V)UtV6`Ir-{?7ZR%GO+`H!vbvy6
z3cJD-*dAMdx!}Bc-KDAFUDwTz{_cN#dh<4)&1q*(u`zdlm^<I=?#{*Gr#l3dKg|XQ
z1w&&QH^-^BYQ-R{K*hCO<0b7mNhZHu6wRH#DE#D$i;FiqeodON{@Su1hd_JPz5l=e
z|9AhYyKOv@lg?Q_pR?tD-S5!c%}rqaTf!H7ZU1(w+Uz$dm_b5XEJ-{K617%tyVlj*
zS@h-9j>Uaet8AQVk3PJa^ir_vS)8tDf8debcUqr3d$I=9-EQpT&?&uie_5Z*3khf?
z<q*yK$go}FsU6dMW`3IsPc}q|FMhUu&!<yQzt4YO-f`SKuIA&>H>E+Kvzzlz$vu~_
zF3b6KHotE2qq`>|TQ>r@8DrOHFMJ^bX%RTgW{InQyY<W0_4T&W5&HEGHpw#YWB31j
zHhXip`_t`5jn7@YYvs1|yno@DS=sAmuG{@?S5Co!KW3l7+7}oz?TRaRJHHXkYjD`j
zlJsHS=JR&eM?0?n)Qsv~9QyOe<No|htkt05!|nV3=7xIoB`;>JdUT}IsYvdU4X7z}
z#l<0D9p~c7;NB-AQ?6i#-i^g>y<W@bmPK8CH^1hS=dR!HcAs7dx>GLlbaAnN=g}2k
zKdyVy%xAUYl}#8}TjM#d7gcv79gjl;`>ogv%i^?O2l?wJsQJ&k^W=uao9xTJ=Dy{3
z3f)0<!lk_3Z>P<xez#NYx66&bTF{vHmPcLMW;fHo360~5lS9C|)<wl&!x@?03U#cz
zroZQd)2~<I`)4iloqg@ejTb?G56k~EsGb_~^!KFX<L7JN6@%8Vd(F<>7CHH`4p?Vn
z6eq{2t&>XRAknuVmI*YAy8Uih^sVamdpBR);LU#g^%BrxX}f<v9*ewBIOi|8XtDM;
z&;rl++<Bl>!*M0#fbl8QrzJ*EGuASFv|3*H_}EhAew$4v6$SgApPL&kI!W2){if4;
zkY&yLA?u+7vKe(xZ51oEgX)ZB0u8f+x1GG-_dCi)Z(i)ZipRa1ue-0^bV^J2T{<%;
zIs{g<Hi$iq(y)SV0=kgcxX`(Mnelm>%~u<Dw(&|&J7@KJjfzV7jGK+1XurV6=(tlh
zq6|8onx!wWIAZ<gb5@!A|9;E<_T=Kzs@u8SeQ)P%_T7AYEo7)|tC+x)Y~5EiAngvI
zRAcw|%jGXmCi{bS(Qmo=I4NK~=z@g1b-&-9&D#!H<$fjVfHAUX&N6+RwPJdFo#oqo
zzu&!_nLaP`<Bkfq$}cZ2zMK}Fck%BoS5;}yV9<gvrl={|sxNI|ma&2^5-PcsxqPeC
zq{mA@o2G-8`}rQ1Dfa0q$c2nJ#A+&NlrLRZ3{6bBTs2=Vy1zUoo$n(aUsKrq`-%CK
zZ=mA?KCeCtR?;|&`$bi3agaL1dn{t=0=h>)BRSvVo`41&Z`QVohIz#QeHDJ$_WPa5
zkFEy(%<NR1c7pBSu9wSZU)uG0-R%1*(Af5I=q@^|F}DL8_W~KK56sTrH?z;?(}@tt
zNx#3moNRV8W%8TQfOh%1imNXd-Tu0I{k~bCc1V(d0c0D&3ob^-o!TLDCqqpLeDL@C
zegEh4>+3+-X!aZ7wMW7I?eBMrFRxm?Zq~QE<@Z4|0&2gH9NJU)`BLroyVF}=uIhzm
zEGZ6-Q>G3jT+lR>%OqH&tN_~Kvcf6>wB7HBu>Tpi?R~wVwa%bD9Kn0scNSH>-~0Vi
z<@34I<!U}0Jmm{n(eALEmF20QuoWXXl_^{hYi#8fUj}OJyH0;~D(^CQ6!Q12>z6=N
z1fN!d7E5ornKpZAa=-1iJ$m-RulD^t$S(gRd^Tj(X0DjP6l>oXEYNt3W_eWk1hl6w
zGUD8O`S%`jhDk1<F@@lg{pb9d+4+3_|2hAE&ar;^`SEklf)46^xpMhDFZDSEPFKye
zK?$Y7A)STg>A4q{)1U!2`2eWdC>kC!aox^mvsV2D_jOf{pMSROMU!pjr6nS<o3)o)
zynk|X^5xR&vEe&ULRS92*wC=xPNEe%w5yjZ*pYXw-}YO?EQ`XVtM5K)t!U=6(s;Y$
zabM_dFYQG~E1#U0_;Sl-Kkc<ypFY3ce*fG#&_(Fxk@=8<s3gQ8;N6NjkHIcvXgtbw
z<n^4iGczXE{WvVYEaUH4|BqTL^lM*wzf`yX=~-90`SWT0{WZ6e`)x0Q#&TD^{rKkd
zmdwkS0^Mb&KKgqGQUyR4arZ&OktIr`;``n5%@bG82X7xcviZd7_4}%<e!tl~TlVU%
zljr{bcPcsC7qIu+t?cmJe?K1gUw*s&{ye=s9}ca`g(i}3TpXv~if*=t#;jT+$9mAX
z8E7xvs&Ak<$IW67E-rQt&&|$sZFy~aJ;u1Y{?jFI{n)M1EuSjhhVXnyh2*@sf&x>l
z7e9}Hrnbn&7fiOLudb9lndrXkh1A^n)1vcsewn(yMpd@xgyPSuxwGQSZl+!~yPY$6
zZ_=ty4KJSA*8cipl6a^^MDZ@Pfu*IOQ66%x5SmQ7LF*#UMD;vQuZt==sk(XHWzY<5
zm*XxgBiHON{B<9i-^iYxdi?l-#NcH<p3CP|Wj$3p4c5EhEK^g_?3Hhz6RcZYA2jpZ
zd5FgpID&R5tuE^ix0zdXN;C7vhlioJZ*5Mx8XE2^xGnk0n^T(W>QAapPdTp>p0^pY
zb>fzig2r~&lXhT(8yse{fTpkB?S8*6hhhCG=3n36&;R#w{y)vPTd&7WoqcPs%z2ID
zpU<k#EeYCu+|B!&;c*#I83K*WI7Y{vdy~FFBXgE$M|unBV#qboB`nYWh#V}tvLf*1
za{IrTb*0OnvGYhw0G*e!<@dYY;d7UN=_zS>3hLc};%$q&LqJ~tv|3Pis)3<VjCIjh
z&|UIA`ulz)U9|&c@ANr^ZlIa*tJ}`4kuXZ}5Zm`SG<fP|clp{Wd3!z{0}aoI=WT-c
zFiKQlO7zo>(7kUN-Qc`5H9T&nn*Y3*t-lvIHeUi&a@+0{onDnYH&(E@c`c~UxU|Gm
z^O^SY$jxb~=Ux6k)vsT9Ck3)6WQ)dzBlmYHzwE!F)XxhEw*!w@7R~-F>~Ayi+r8@d
zBFvdjm)q6;S^}yYwb$)X(%pQ<=%=sg-1_Hp%QrorIy>98FWd{X59}qVA=2)CYh7mI
z+#XP7mx^-;$oruc<N!%_;D$Mez>4J#rSeOw;_hyRWIj+JfogS!W=@V%ykUx6kWo&U
r<XzAPlJ)yngKLCQwIeDV{?r@)|J7jTaa4_gfq}u()z4*}Q$iB}GdL;G

literal 0
HcmV?d00001

-- 
GitLab