From 222f374219faecfa4b2a9ea65efad9dc6949f490 Mon Sep 17 00:00:00 2001
From: Arnau Ramisa Ayats <aramisa@iri.upc.edu>
Date: Tue, 13 May 2014 08:03:28 +0000
Subject: [PATCH] per_primer_release

---
 ReadMe.txt                  |  78 +++++++++++++++--
 doc/images/pasos_metode.png | Bin 0 -> 169661 bytes
 doc/main.dox                |  44 ++++++++++
 examples/50positions.txt    |  50 +++++++++++
 examples/display_finddd.py  | 169 ++++++++++++++++++++++++++++++++++++
 examples/run_example.sh     |  36 ++++++++
 src/CMakeLists.txt          |   5 +-
 src/finddd_descriptor.cpp   |  12 +--
 src/finddd_descriptor.hpp   | 127 ++++++++++++++-------------
 9 files changed, 449 insertions(+), 72 deletions(-)
 create mode 100644 doc/images/pasos_metode.png
 create mode 100644 examples/50positions.txt
 create mode 100644 examples/display_finddd.py
 create mode 100644 examples/run_example.sh

diff --git a/ReadMe.txt b/ReadMe.txt
index 90b2ea7..6d6f24d 100644
--- a/ReadMe.txt
+++ b/ReadMe.txt
@@ -1,12 +1,12 @@
-Copyright (C) 2009-2010 Institut de Robòtica i Informàtica Industrial, CSIC-UPC.
+Copyright (C) 2014 Institut de Robòtica i Informàtica Industrial, CSIC-UPC.
 Author aramisa (aramisa@iri.upc.edu)
 All rights reserved.
 
-This file is part of FINDDD descriptor library
-FINDDD descriptor library is free software: you can redistribute it and/or modify
-it under the terms of the GNU Lesser General Public License as published by
-the Free Software Foundation, either version 3 of the License, or
-at your option) any later version.
+This file is part of FINDDD descriptor library. 
+FINDDD descriptor library is free software: you can redistribute it
+and/or modify it under the terms of the GNU Lesser General Public
+License as published by the Free Software Foundation, either version 3
+of the License, or at your option) any later version.
 
 This program is distributed in the hope that it will be useful,
 but WITHOUT ANY WARRANTY; without even the implied warranty of
@@ -17,3 +17,69 @@ You should have received a copy of the GNU Lesser General Public License
 along with this program.  If not, see <http://www.gnu.org/licenses/>
 
 
+INSTALLATION
+------------
+This library is built using CMake. To compile it, create a sub-folder
+called build in the project root directory, and run "cmake .." followed 
+by "make" within it.
+
+FINDDD requires the PCL library (www.pointclouds.org) and the Boost 
+libraries (www.boost.org) for the "make_shared" function.
+
+
+USAGE
+-----
+To compute FINDDD descriptors for a structured point cloud, compile
+and run the "bin/finddd_descriptor" command with appropriate
+parameters:
+
+finddd_descriptor -pcd <file_path> -centroids_file <centroids_path> 
+                  -descfile <output_descfile_path> [-use_soft_voting <bool>] 
+                  [-sample_each <step>] [-normalize_desc] [-desc_patch_radius 
+                  <radius>] [-num_spatial_bins <num_bins_per_side>] [-positions_file 
+                  <positions_file_path>] [-keep_nan] [-pca_file <file_path>] 
+                  [-pca_nkeep <num ev to keep>] [-ascii]
+
+Parameters:
+  -pcd <filename>              Input pcd file path. Mandatory.
+  -centroids_file <filename>   Input centroid file path. Mandatory.
+  -descfile <filename>         Output descriptor file path. Mandatory.
+  -use_soft_voting <bool>      Disable soft-voting. 
+  -sample_each <num_pix>       Density of descriptor sampling if positions_file is 
+                               not specified. Defaults to 6 pixels. 
+  -normalize_desc <norm>       0=none 1=L1 2=L2 3=sqrt+L2.
+  -desc_patch_radius <num_pix> Radius of the local patch. Defaults to 21 pixels.
+  -num_spatial_bins <num_bins> Number of spatial bins per side (sqrt of 
+                               total spatial bins). Defaults to 4.
+  -positions_file <filename>   Input locations file path.
+  -pca_file <filename>         PCA matrix filename. Should include mean vector .
+                               followed by the PCA matrix in space-separated ascii.
+                               See example file in "examples/pca_matrix_o13_d43.txt".
+  -pca_nkeep <num_ev_to_keep>  Number of eigenvectors to keep (output dimension).
+  -ascii                       Save descriptors in ASCII format.
+
+
+EXAMPLES
+--------
+In the "examples" directory you will find the following files:
+$> run_example.sh           Set of example executions to demonstrate functionality
+                           of the program.
+$> display_finddd.py        Python tool to visualize a set of FINDDD descriptors.
+$> example.png              Example RGB-D image, image part.
+$> example.pcd              Example RGB-D image, depth part.
+$> xyz_centers13.txt        Example file with 13 angular bin centroids.
+$> 50positions.txt          Fifty random image locations to compute descriptors in.
+$> pca_matrix_o13_d43.txt   Example file with PCA matrix to project the descriptors.
+
+
+CITATION
+--------
+If you use this code in your work, please cite:
+A. Ramisa, G. Alenya, F. Moreno-Noguer and C. Torras; "FINDDD: A fast 3D descriptor 
+to characterize textiles for robot manipulation", IROS 2013.
+
+
+CHANGELOG
+---------
+Version 1.0: Initial release.
+
diff --git a/doc/images/pasos_metode.png b/doc/images/pasos_metode.png
new file mode 100644
index 0000000000000000000000000000000000000000..52795a8b84daacc712920a2dbfce56aeb8bad0cf
GIT binary patch
literal 169661
zcmXt9bx>4o7r#q`v~+iafOI#~4bn)bbhn^%x1@x0cb7C0(%s$N@ZI;1Zy09b?#$lU
z=Q-zBCrnvU8U={}2><{TnNJd`002z}01!k3IPi$Aym%-00&!NA76U5Ahz`Ji;Ed&@
zC4jg8esbCi6Tl;g4xhB00pMNOf4>m!p^<X%AiRr=f+YMZEELi^xIjcJCIBD<WF$n@
zJr<Ak-F?(GZiV+c?tUxLw7Zj`e?n;2qL;;v4b2VR++^6)`Rr{nx2jxSVSEOMA<=S8
z(@r&wj`{D1Dox(|WOa@7V}iWc<O?&ye#SU$_Gp{CVW#sL@0#=2i$SpPXD^h4pJ}lK
zPcA;Pb@KE<0nZm=JW!skF%g9R%bt_~j9;RhbbMv2?<VvYmF_qI&x0@}fDD)?I94$1
zsJ|wbRB?x29W0>t{oy)tI?s6{C0C?v9*A)gA19cOmbuz~unrx_?dU0Y7l^NfjJHs0
zv#y{=;f4qy;wp4tZ*&;Cb@dj82E6E3Y2T#RL<&dUOuLE<o&!__H6%5memc|BeeV(<
z%f+s`7|0X=1_QaB4xTyQ+vD}Q4t^rX>mp4V{bcC(JKX2yls&lX+;vD+vvZ8+wS|#Y
zi1SC)8^y%;&`1Xu0KhX7p>JpMA|VfE>knYNZC&{=;E0SKP;#wh*jPMSvCw{CBqI93
z*=mhi#(SiFf$E%w1-mv_S<R{s+t7Z!p>jzM3fLCNEy2RlhD<UCmJ~t$HpBe6N{8`_
zkW)@&8X^nBGy($k*eN1Z*QxamO@8KnqZ%e_HZ$ssh58Z+p<vGxm9v|r=~%zV&s(C7
zYs$BDSAF71S=ymVWN%Y{A}heMW<08gOHkz0jzp?j<I*3-gU&Q4-96#A`f6>tnJ|T!
zLB4_WFc*Mc0(U%`{l~&6SGUE5zt0dg5crhqGxRj=vz~(VNdyWrHUK6c)(3$gtNhhX
zZJPT{dsQ*sG}<9}D0eg}m80nX2X8_+q7q)KglOp0>864IX79C-cx_2#reKG<i`=rk
zr(n6F_?&Mi=VfN0@Hj$5O_TX*g0FGcputTI6@12I01Oow1o-bX;49+bhp?QDg&(AD
z5=<U0DtEuO9&ykJmpWA^&aclaw#W_JYdQ4uF!rzcD_K;EkUqs8T<e5~lC@B)V`Jl+
z3|<j!c|;d8z-AiAVM~fmQeyx>l%~<@s4yg8*EV859-#osGtfdO^9Ossh)bA+2K}Q5
zMgcMhK_FXy*N%&GTbEk7VlSQv_<3R)NCcTbqB8`Fn8<ni3kH$CL<VXW{`&T#utZD+
z3w&FNK5aEeO;UwIr~HSLz?WQIituAkIDdzo5rTTYm?h`V?qo8v16rGS1)QMk^KZ=|
zqun%;aY?{E!ha7H`0rM;^?elKOpvKmXoU8<aVKZ?IppK8)HQC<q87Q<Vl<7y%U&z)
zwpttRY`R2|2DQJ1mQ}QfetzB<-ewW}S7Psf-|wRqs{#w`FAJ6zH?$adUyJyC%BwH#
z!6eB4Y(scoxn_{O?IyRZp%#+lemdE$NN+ZPn#G=sqd{PdNwLD%VL&>^BDlbH@Ou(F
zlI`>3!eY_1Vpufz;Xl<SB{d4}HyGDwqO#cY8CZCSeO>%JJZBoyjX8Bh+i&f+WP5VO
z&14cCmSVhnayNTcmS#_*Sn*sAQJiUUNf-S8wH>BMIr6njrEy%9{M!#kz(_6Jj#Pz1
z21ar6YBrBhRJ<EWP-7Ir-6GSu+SsWmK5u%U3i)3>{lQ3p)2w{@YGZ2k<@>>KvG@qP
zm#Zxl+5^Jl9bw)=4$FgwtNiJy$uAkJi(ACGm@<SYgya;TYQ7S>P7WRlnrX-NJ<9Hc
zuPrrVaZmsi87@f#BDs7Xwhj`7pmVZ_27Spesd-^)4t8ouQRg9vk8d8c5!ztodnaDT
zDsF~e0mB7*Kf$&7G57WcI~Fl-w_n0IInIcoTHs}0p79$VUG@mC$;=&cOc#=ViY*Qg
zM_ay^zsu$(L724sF6_ciKt5O`d$FOLb=F{W)r~IN`(|+0iyo(erDfwk9@Y$Le$Fqc
zlhV~xw>sdZtEJ&t&Q+G3Oh{Xw_Z@#d*`A6x6~@9OVY1h4<#sXNEpzm4+>ylIOG(>P
z^z^X=tCk}SqAmE|WpOLcZMyK@jKPjYNo1w)t7zqbd1vDH(5kCKUlseer>QZxysSfH
zotEc_Y~xk`*O9M|GAf%jO0)fAnU{ZJd*1gYi?>Eg$sfGjF`^w0z7vzU-?(y>akm&J
zZ9AUgJn4LMQD_wxCPi#9*`(|(WwgGLzTFE^AmwqtPD?0&Ym}ohY;R|>+k5ogNH(f<
zdJ2|)5_pN>e&qU`&QaRAk|^MPEFKh1Jjfja13P3dd}GzfPb0u?)Hipe7DLL1?KO}u
zT{++2ret{}B!_2$Y>&@b`F0fJKan@IJI(ZBs?gdQ<!NLj^QD>P?c6G2YUAH$8v>N(
zR;A!eB3xE^NOO(@(SRc92d-uJl}>K~o~^V~v@wt0OL_j@^jCdPZ&Ow;HFg*!vM(>$
zYYKD)_t(NWZmajb(GHcw?Kuj+7`_k36EJUl64`qrby_eNL65`u=3u%e<NR4Y6bqY_
zoc(c$4<{60DIB~I81M)zT*s9(i-Zg~j;?O64<j+UvJ|FI9oBPjk^dvcGS+NEC4ZFu
z&6{OH4ZFjaGWGYN3MLOLZ?mUwoi)O?+zNeoT>X&F1OYj~As7*AoavW2FAceBJ{Hs<
zKN$cRO&lEj*x^?@<_h7W;2QN@f}V=dQ{)yEQP#lbW?G9|EU@_Lx<B9H8czpJ!7c$K
zVGDO9G?0OA8tHjWj2@^myNrqf!~rHGQe=k0rt4o2FAwrQuuC97iHvXp7<490r%!e#
ze0QH}Q3+OB$D}>h`Qb2ht5F^r9!{%I+P%-V%ACodSa;bNz@m7v=t1VOilT(Js(gPF
zv)bVC>n;E$?E|Vjx**1mi2sxGJE$f-3Tb*tup{3dbSN1X9j4uXVJA$qIP=V#n_%;O
zhs*41RSCo1;qbO(W!QG(TR5o(rv-tcgjujz6KJlrAODK-LGUH}_N?<<gF9;vRk7)d
z>Cn|(`^?q(smX3u5WC%okZuC|<Ii8Pt}`e-b8ip7dhd@a2RqLe79I%7MMztAzE_Md
zzetUfqWU*wslcf?Zrt8!byNv*uz&VEtoVLV9j4N-C*-rALqAv~<T>z-r9d+2v8o6i
z5fM_ZDUR#k#J;;e)|RTo-TtaJFp4Fu?;7MVUgv)^rd>x-JYMw`C73KiCbGuAaYJ~?
zhRC&Nl<}0f$?k7f5!llRV4}JJpw0{B#Y0q4bt5c(Vw}6ZgZ!6%S!u&?NwdxH)(cMi
zwQFmmkmq4nL%p}jRBL@>$N6M$NNMRI$EqLUL}5S%KYAZ|DO2&Rok2Y#wGj31ZY<MS
zEJ<nw6t@$1(sKE;3Et+@o4zZ5RMgtRj<9LwTNs_FzVd<R+JOsmLNWBJn`#m-xZN2I
z7y$eHyuu_7ykXR=y;LUpvhtOyOkInK$v1%~&%?_~KkLS3Ity33dJW44dKd^KkPT^i
z{KHN4)WcF~XN^L0nOv2;sMO6Y8(L(BM{m)4rOvl;z1F`E>4IqF!5WF`N6CIQG++PZ
z2PRqJ7o)x*!)zefSl2nfBhgRHYTT268F(*6-wXDO8~4AR4<5G0iA$Y=6zoAVl|t-C
zeXCJ7T$xggMUjwCxqtq)c^^&^?kciqKMwu8zcYL;@wN=^6GiwEd?%4CZyw~avPQeD
z)NCf-Of?JyI>mRku^M$<1pj1~y0fVCPnq;~NaidxY*BC;`C}O3+fp)#P}kNZYXNR8
zvEHDarfti{C2C9&K({?}&JtFNK4|gKOTk62Y2T%(Io2V<*51Wor%$7$Y7m{ChE3I_
zRYKLHX1eQ&NZ}xLKVAaScgN^!;is|flp|`D{)s_!aCeHSn_@!%o-8%NyRA7|1a|Md
zpcHD@-aK(CNzJfI(_x({GQ3E>l8^i92J4^AtfCq!N(|oP6VmikNrWkeL|h5xfl#3j
z*31jMq?k~|q}(k^NtyVI`9L)sZT0(~vZXY1^ZEP8It&N`rR8<jCBsJ?$wmqBi8yCY
zyvr~^*B9qYfwM3a_2gO0t@ykZvGgu+k=J0UxIH`yc0>9+`{i5P1OyY{rasEc#x=<C
zlG!A@^vDJl2oB8ip7FVQjX8*>p$!3YxDU6>vJMoI8g%S@oa*FM)S*I|3QTe-1sJ9;
zt{z`D;1Ud&hd;c_d>iwHFXKcJ^K^7o?yfeT>pb--e`kVBSk4ty-=Jcsrc(GT(YUbe
z)-{r?Zf2>uTkE!XwZ>YjCvxKs`8086jL*{LtRyhcYlc%N9Y%?i@_Ml2eK&n3W_cXj
zulVxrG5GJPi6qb;t#7~b5@{P+Y|)#|+k4!V9RAi3EuEXlF-o9op<Wek9=j445mvQ4
zh>cS%<UUYu{o75b;8i~tTQ<BbIM6#%rlBK+&k!E&7LxD|hzWRRC{sc}7uz>^cedz0
zbN^+A;uB0@7x&p4`qQzX{jD!p4btpcJgqB7HfX+eebm+*EH<&YMnDKVG12F1PnOLc
z=r};u(NR^durI1b{GvjxYHHiGuR9y)022Vg%4V1v3I9fKg~(#Cp2jq^U)Rb5f=a?N
zE`vCY$nbY51}~3c*-_>}hb~PrdG#_?!Kr562?-yB)e53Q5fdo3dL*?I!<G(qqmTLV
ze<1&=_-&w!jm^o2A_+sstN+WLgSR;~_!ApgwJ`NDMJ1|cIS@p<X$q=4!cwTeOY{fJ
ze2RV1up8bHgolA3U`oZZ_5)xa5*TNbr3bruc!0c%+#e9I0sukzk4vZlQyI}b?MimI
zb*Cm??f5vhAK#>Mz=F>AGa~~{kTB9Ki4871ce9vMvcF!gAs?A!s_-W+4^5cUM=0*J
zsKcWe-_!=znTkK~1|25$QsdE4(s$X&URP_`E-$z3r0@3x{HEybo5RK-K~n<}DAa``
zL6z-x&y$JKh;CAXb3^+xle-Z(@5T0ov)`VC<U+OMuwe-gZF_$9rN1|5dRq~KtNk)C
zZ`E6>hw5%Lfrg-*^yLnMk8LK2y*o$pMz%FmnLTfU#Li$BSU0k<3!;_M>1^)f2#Cn<
zlEla?_WRLm-UL~BQMjA$o@e>ee}Y@?>_#H$I615eSGYE|yR&0{G@fNlH(i7fUx1yN
z`)AbUc6ue#=#n?Z{eKlQm&!Rv>W-oP?V&SUo&LK%A=(e0+kW>GI}|r&4LbIIhs~%w
z#sA9B!-Kj8x`&(50LDnl8Pn1EKZ}@S6eKQsqVejNr7I?T!5ga-3t<nV${dV+3wtJ+
z#VQ}~wv_Lo|3T#Y*{4cIr$zmYCF=OQtS1WBfybBXZ(YTq2x{h0f|>C+XY)<Q76Jtf
zLKk;hUh<v3#;>u}FNgmj-r$>&23oorF;ndgxX5D-uDuI<Sg#;W-?N7gs=U!AA#SAa
zDj7;S6<Y0jh6s1%87`t|As2(w0s(#aerwJU91DYnPb6YJOf~d_WSP7g)|c7bR0smP
z?H<m50*O7paIg6OwNmo89*QT&%weD|asS3W?!2mv2ZRO(4wMc|gc|YIDtVnu20f62
z-)t1|M>U(p0$N^0VtNh=ig!`SZjyb{JQ|XH_lbB<6V)#a;9Bd)JB-pva>$A=0t=3I
z_RD#<{*vZd^x%>^#c{Lu+F@q4mdEoWe+A2}5R#L?ID+Wzn-2m|lFOwe0aj>`iAv#r
z<942Jx%>{<K-gMLOe2FTLXs>|MHaaXc=m_3a7$09te>%wNcn^gp;_grx!ey-piS|w
z?s$pwrTv@M&cA?q!bfnudS&QV##GF938h47(wosJ$nhc(5{X4SfN{I~9J6$GZ)J$Q
z!PAe|H<=KEW%$uXp8msm+3#G%EAU<Ztf3FJ%KfYYeAAxeQ?=2-QZOUg?bTEZU!5-t
zW3mw&W;qVm9$ybmDg|#vAJ<DCHRV%<axZTNg!dEw(N8uwzr5o8R?Ugr+)mTV%yJq@
z4VV1jo9XkcESj1(RGjI*SDNN7z`g~88GM)ZmMh*p`H>vxa`7tndLh=@L(68((X^lV
z*E}b%TDW#jl2q!%MI90h*L>!=J4;F2lFvg|;6JpMt+%^)gs*@Ru*KV8f3&e~mR%mT
z&|t2#-#+!aa#C?j>&5b9YZuvFrp2if_*J)+_PTbiQ;x@tY|RG*<d4hFC(k6_4Ma%0
zJWxc^^MNOx$={WH=0!EsCBDg9Oq67IHdB4MfM?vYy-|1`w&$Xnw?jP{sN8ko@hj@u
z{wN<hSd^Q)kJF4eC7nf(AXvu0MK4SA(au9dsxq2$01Y?zk)qB|h0DujP3EHs@|lN=
zRQF$Z)0AbGJx=Pm7hf@L>j9WTT4sbuhhSII*vScdQ?#RiIKlGwzhlaLc7xzi`>Cb5
z{VuH)X~ja{{wxMO3sdvo5k+g9?r^83Gf6#=zIEK3hxNi@thF@?1a5s|>>6`~5i*EP
zxLlED<VOXc;r8rPA@SKqj?&9K*fsNACLIjYd``yyF3tC~|4v`5=iBmDMQiQ^rm<%9
zsWAR)x7?ZwF?)mk!l?Ie5?skJf4|kGcFB~%HLo{U>DtHNTE0)O;bZXrLImn6dga~^
z-EXG!HL~WTnNCi#ZB_&C`TubGT`sz3#(=~ov(i9QLw)pkWzx-Kt~!;pa}hmn%BC2E
zoh%QQ8me}ZndCg9xn;u(ST}vTYwo9<Jf(+Y0~RC)!Zj9sPak|{?1n-ZP5yRE-CS{}
zP%(q7c0eTo9(#@5elaXs`=sn$_I;JNhIV<wQ$VD(7?0b@@kJq@>F-4?zgqIcUagLy
z(fyg~ueah;F;PDSn&>PhV-DVBKNpFo3aRt@w#{E&97VJeD0rDYyJ}@b%Y{49hZ8u|
zFJ8y>;R6ev6Ry@Q*HBH7-62}Wn3OA^)K>Yq*2DR5V?{a$Bq)8D)|#^64A-P>*RHtI
z32K%pS=*7JD77D6T<nZpEQ7HKj8)w11kfwE5Az#xI?MShC(q0Faz<M~Xyd0b_WM?A
zji=;O9QHKfjkSkM5hX~J9`>D`m0q6;JO^C(qFNr8qQW*Ne`R4WYs-;sJUp!))?KDY
zRV#J6yj3gBc0M|{vdFmVYMzASatK@<DWQC)l@&iKIf9k5j6HT~YJ%pE2_B%4ToCUG
z!dh!`Bv--0o?=%eyo$m49?lX51DlRD$sE_NizeMyD77R`$;1xBG||^6<C)T_@L0Jy
zl=ailfup&Jkp{KQg;($AbDNl2&`iHD=iLoSeUfIc9h!o$*Oq>Q(&AxyU8PV1U9Zjx
z*|A=y@b(pV=Qy7KOK2{CcGJNp9Vyut{&An#^4xr#LI#G8%L(sH=ew-Xw%dk_2WOJ>
zI4xCWoa=Rk@f&OoDE^u|)A<s6Za2#{-sWF#*n-2zG?`vTdvU2B3y0-{DIJa{imPI9
ze3t6humu^+SA<U_WDEcFH)g*w+069^b&C&Nmn+)hE?G9<_1U~}btsq4RqdU5GhTJw
zQcg~NO?S9VeyR{8A;38H+S$1CK3;O;na`Oi{ckN_Eu_n}T;oj?cn!{X?EEInyVS}W
zc`E$Uz3CZEESO4qeZw!DU&_!&0^OoMJI7(2oqgxFHeB<w7frzVY3OCixmVM_mHs9V
zme=$?7$TWeFw_5J?_)mk?0)*<xj*k$-|QU&|KY*ZH3a{y>G!9Jb9wuT$r;}C1P~r^
zJpLrt=$NisqDQhL#whGnIQ22!l@UW2jQ<vjfK5HK_-_h(H~;pcq2c{ck3bVz=XXJ3
zltIMf%U9+p{|OX7q`&jnH#w`mR$aUt=@0_n>EgxIlX98pjW`Gs!Tpl`aNE9f;OQNm
zKGpJj(YJsZ^6)03NYgc~7b+fn08~-aLc2Zit1fr~y!a^twV+;{=O=%Au4dTTD&X4{
znpIzX5Qa*s%p#zjyViENch6XfugQAS5Jvqi*&?ld%FaSDDQ)h<5{~f6*?U>u=sd4H
zMbFc%5Y&>AaLyf99ZAihE|vC(%BQD4m^~Og&Lzw08agIK!oH?5F@g9|g79Ws&*uv*
z*IOZq@cIiv71kisKnjUI(aQYC*4=kOR2!VO<E!gz0y2QQ%$h~sF+>q{Bo#*t<F$<y
zSxw(sa`0pyl~S;hj!=&UFa;g^_kH^5eBLff-1NPEYX~==XPM+O#ZS&5SMauc5WbFZ
zPcDecV9)nDI$Uw=rA4Ou>2=hkT5cfD?`kuLg=L%!vI+gDSsDmp&BoT#+@c+-U!N9X
z{8X!JQQFmfq>m_LRYz~jj24zw8W+=2mdozNKeb@WQB(F%H0Gv{<HxQH&^Cm1$$e>n
z+7%flpb7nroFB~=*@zK}$pT=+u@F(y-8)c)ql;vt3a(0XH&j#iX#3+dFcX7vmKvu@
zX$k9fd46!7Ul;tyPm<~QO$83EUBKduvep2PqhpOJug@6s?rbok{UEE@v-_91qy{}h
zjVvHA1d#&&=z#!g^nDe+|Li~%EJ|6l0`F1`4}?Y{Cj4IZnJIS9erj8ad!g<1$kJ*o
zUrO+~>oh<4#Q-a*5>`_3cT|1l$>K9<>&Xs;8rDn{+ygF_dy}c2<7*9CE+Y~*6R%EM
z<9Pbbo256{AEifIbKgQw3nU-RlBG%&+?Rr;Vvb-lO9qkVGP*_3ELE1~xhAROjyt0m
zmp~SDtk8Rgzv^wN>G>L$tK6uzUHP(f-wT647cQnQNgX)mh+(G+C*sE90tpU7Hd@(4
zp7(BE%zx9QFzx|0);}llP1uIzG4#wObxf--r;GWwjx0SG=B$U)7N>rBcWG(`k1dB@
zQB=ciyz^8ssXRGcwOZ0k+i51@dG9GCLC&#O?dRWf3}3;|;km1UT~d;pvw>!-UrYPX
z+-|eoENZ59SAmgLHxh{)h9_Fta5h%uhakLp;+n@^zOiU;ZR(#-TBoO57`j?#;Td<!
zcC_M@K`Zqdn!TZu&_^9F&ja&q?X<Zhey*pd|1B8`ia&*ann+q69wwMe-K9}Ug>#}Q
zgX@n{Eq$-+Tcbh3L4+9$01s+i7BMx`>N*M^d@d(;$xWVS!dSxo10+JNTtuO6jQ{A3
z0L~=MDX@mD2wn86VCTwF+{r&_osHwL$Q*Gt*$9F{ZH;W3C$@-$G8USKrKxQy$Ct;!
zkKl&XHvgOMCLmbaz7iugtyW?7Pc55WCRZNkgHD>V+wWngr@W8R1oB=p*|Sl5o|-!9
zUrOjI8WM3dd45ElX!#gP8%+1s8W3IYA33`#bR3jiUP&U-6{OCy%#w$(YiSr1o=lgw
z6O&ct9>0+U2GZhn+3n*mA3=;@fo&kD9w0N@gFwSE?O}35>0~CGkCV8YuQl{el6G9$
zg@hQSCG4sFYbo(kPzw@Ys<tUnD7`9^HsUy%iPkPgVeDK@Rn^k}pe)NK#M`1$I>p+k
zCP6g_o;(9*E!Y6J*J!#}s#X*U^<6x+WZ!xf87xLBlMEgv29pA)lRey#R)&qNI5X94
zyGSZKih7227bOI;1z(vSqhnCZ(9Eqlx^@SB%qDDdf7-|~fmec+`I<)PzJiTil50G4
zfFx)2rNGQ|@mi&WT}HQEVdO%9nVD{GZf^0Kxb-*J;k8al3B!+I?d=6LJ%1gGiGRJV
zG4RkHGzG2t6vf4L1dj%j?aM^As>BM4s2JMgqWU)eIxWo2_v&fUYyqi%25Ev+D&v#o
zRl5eP--)s3@bTl0k%<WdRb*W*K<ep<G(5xz-=vBNf(iwd`SV>FGlG?F|BbZN7y1HA
zkovuI-aT7sF?ZiMRe<kZR^%4m_z`E(Z;DoF+SPS}+5AfBHSK?OwPce5YEl)TzvlT6
zG0<RkbF@4N7@a5iT2q+xE_3O=r<FtcZI(ZO_BhAvT_hW)@&ha*p0mP*#312*s47xU
zWBc(bR-fNnPdg>cDoU7n1t*UV>A_=#@rcjWW{s+u+UaDiKNA)F0uac%@OryV9;bb)
z4*O6TJ66z3KOuSA983|m-pVwB%k66_|AVQqb=j2W+MmwbljnAujwPaIdz-KK6Qz%d
zifxWAo*wc=(?+$3&U<TZopb9In%b%e8g#AZv#DZHn&P}!_NRG5HDPbh_sbPKh7~bm
zE51yo+xemvzen3jnCSkLad2^6e0+8MdvQL9u7YKTxsQQ6Q>opB7bz8NQS1B*6+Icc
zs}ZQe0P>5QNnT@w-?3gOOjMMXOreVv(GSw?o$!<7GBCXQ_D}}-bcrNmscNklF$t@g
zH8FTw&TyZ-D&K6Myn}1MJb$X_=xt2``K8z|vh%uqiLf-4AH=N<wZ$djpslq6Z_06v
zm%5;AxI_l7Tt4!D7&!P8YO>v0LI=25y=6j~HgRM{4BtcdS?L*AmR0nWzq;}15wQZh
zX~U>Hk{Vv3j76a4lG!nIh{5(tRo*ziy{zirc3mq1bU>nFSX3}2labo1=}~}klCip;
zhnk*j<j8<Q{JhXua<&%Urc)D7KV2#)1t#kDCvtPndx9R&EeK{FOWpnVsagsQiFk@}
z^^~RJAp8+KL2OFpWh1A%9X{Sxn;?fDN##6S6o;0&tz)S97hXJY;NYD18=2+EUGna*
zxG|bBFVR>$vwVN`=yk>W!Qv?Xhu%!%ZAun4Isna97(s7O-eqcp4nZIX94LY1ePWVX
zNEaGVWo1pGP7dv@NYnHT|0rj+UYKZ{LSl7m)u_PpaA-n$y;$R<r9qej8#$R=f(Vzx
zfCU!bRXLX&?gOmzm{C?hw3qFz`riQGzr*EV5l}w79UF>4DJricXt_I6<#k)cmfSTm
zdCkS`7=13#(JE0ro~@KK0mUg_*RkL8!~Y1xy<$)~%_C@`14GNirDRt?Y&1gE_y+=|
zW|oBa7q0Il8G&QU+1vV#zTmUg3R$oRM0F`gveZHXkW_(Sh|a`98vdUJm^hDQ`@z?)
zi6Rnx6_Gu52Op3P7)eC*13=JM<X?mo0*HV@mk}pL+347J;(!SNP~gR1Z%N#Z_1L@l
zMJLPSpkCPmdbBeX6m&J;I-2o>axn4V(~M;bUtv*vW1^SPP|soLyFNWR!Efi|YSyQK
z2hc%(Wvt0YHf;Y^UMk7#`!z}YOen%=db?CV9z!@%rngI#`_bG3Ob%@<=(=urM5AO+
zbpBBJQ6ihJ?ZfA0V=;cbbif1kjY<}@Z!PPf+N}?(7-Z=|T`)Y?iINtj0w1KRKUK&1
zL_6dMqChi}vF2MzZY~l7YIBJ_F|-oRA7S(XJn>294bWI9%HS|@fi1w2R1wp-f!Xgj
z;BO0O|MBX^LWV1uB^lh&)zyREgT8Kl{tRLL{2ds<@7XQ(R1V7O*dA*}-ZS}?;xxy7
z`_-VD@t@_a+`)=!I_mKt%E#2}%ise_B%j+bHYM~NHBJ6>DuyP@zY+YmUx!c(UU!rb
zK~^5E-)L&{ge&A}8L?m-5BbbUfhei@$xOSvUn?nh#=0nHBW*u<thgzdc2sLukzP{c
z*I+u&E~V>5G5;f8eV0E(2`EurhmC#&LMHRIpw!P--JdMH@cQxguXUQ!LWtVmL)sM)
z3y_(AnWxytQOVNpD|ku9VXtQQH1bmKIx3&f8R$+R)cu;JX?s5RJ}_*nuN$#LQxtZ1
zqU6S5s2Q+)z~`Z9kz}`Yu|JymD5b@7!ZNmFhA(?I+fh+cHU{qBrYi&K^@VEj!f*9_
zQSqq+N461*(3fi?(|Q3J$ULJ!KhR^9{jN_3DPJ1WMHmnp0UQAv&Bp?RV`D*CAb^C*
z;k@V3dO1C#S8R>YbAS5t4?^jc-1ahBs4b+$&%h#97Yx&kcFcn*)n3Zcsz<@wboEIB
z+y);7_|z}2Q=DPU$A)z?G6&ardcZsdp{Axf{`GErVFSzKMc<0MkmHn9iE3G8{XwzU
z#%pk>2#;xR|1Gn2W-a~ApN(%-U$!2T2$A{1gGGF-<ta^&%~u8M?<;8S=~J)f6~3dk
zM*P<@f~WDcEKRG9y2dCs5>=-U>Zd^}DByJz(XI*7aGk<ARZ{Vk1!GmvPCt3@lq3hS
z^{Uao(r;b0%%yI9FyB*GhOEL^+|m?~pD7P}efhEz5MvV{l#q2bKp6mh8G_63chex`
zgm^wM04-p|$?5?D>aT-iK^@@pVdKZGD(}6PzNRK^(!@$?%B0vMXH*Hbz-@qIU<q^P
zmmJ%xqohy<*^uYwI-iqgTm(r8W$YQ<-!q&0PtmTe5@RP=yd_*}@_7`c9f+rYmx^R3
z!6W}Ul((LX41e6qa0M_@)V3uW|2zQTcBL8){+E0fo{Onr)m+$cCZ3G7>D0nI$&7*4
zfA=*7`x2go<j$f&COxp*RD`ZKS#-`Ksh>5t5weZ|l)(j9)LgCqJQmm&;za8Kbb?}p
z7ilu#Jp!aCmD@$7>-kWUsK5Wmp|78mwA_!EDa-jv-BW(&qh7c*%3*n-9az5%Bs5};
z`d;pSGYD$cDd&vR2^z}zYS_qqyyo7K#pcr!uo%<fZ#I7Sw5m%;^wsgJK{I2E@17|<
zW)JEaA5IDP;WUVt%tlJ|zc^R;xm2}Jc5_eNX6?Q5WSMw#k%n)2L?1-)>43TpBflE{
zbcM51&{$4EFeR8t;G3w~jz&b)R&82tA7JJSN(Lo%9c|TeMqd4|GM}RAk5Kq-eB7=o
z8T|W`CdT<G)6sj%W>DZHRS*Z9<x8g~!Z#U$hK#X52UuWSZ5WRs{##q$pi5Cf)Qy5p
zLLc3uJ6_-(Jvj`PhShH7u17TIG$+#4UfWL%k6a#)*Vem}HuHWB>;@YC50)M@a!7zz
zQIKSc1PFq(&*yXNf~PG9P@HLSOBrCb<EwvFsMyrtQNO`%)$yUs;MbLuC{J6$f=j<x
zzth%RRaQsLSI0cO_p3A9XU|vZ3zX@Ik49_L0;!?MLQui0^NZ*ojRFE<VF7Kxfg8Z0
z6gi#N<B0^|@w)>1(qjEtSTA+WrO{)D;(O?8#M(r#@y%>kuNsNd1a|`+vehuN2~J2r
z0dT|OUFXr|S#za{b)m$6q)Yr=G<L}9(`Y%om_oPgm1h-oIHg=o<Lh$oa}EQ;aC{G&
z;VV7{9<(|Z_WLc$Wt~jTm+PCeMdHVY&-$K@1z(mH+a14YDxWBzuJ&f-IhB-bHt#$0
zM4O2B-<G~Umlvc>USKptW)Ty{q4zrjYWBoh=ZAR_USnz3mS?9gt<xENZv8cU7HT2Q
zN~6oT3F!3E9p?LKN(LiC9=EHF(;%f%cxogKvn;Zk1~H?mp_WFa3U-nJ*VE1@$ero4
zovu=Qa8LaU_wpJ$=9x?Fy;csk`gSvq?r6t4-de=tl38Uiv16tl2$v#`^<tp?t6lDi
zw2`2YJw(>=fEa)XdL2E$V)Tj>od;NN<NBq+Z<J*hnl(Opl?D$-MCK3)Ia`qijJN@0
zxBx8E^>p2dMP|uLOtyVggcZm-3s58#uod87YE42U5zq_7rYAt6HGK~#+DilUvMw#M
z?i@N^GZGL93wOIsVLtx>S{kr?gFgHW0w$pGu7ThuAO{`dRC~3~dT*-=m(ej@bCU%t
zg#X~s&21&@Q_Ui(qHb*Of-r!V87^;2YUsaKTN}f{wRm4W^+T&dzo!0lL)T!Re|K@?
zJ3)C)#gm^+Jm}j7_fAPA7-+Ye+IZiz_{Xud^UWq<C8nFI?7~IvYn!nWPERJlWgA>x
zlyImdhJrz;jyDg55Y#mK8@4dea2b}c`sgl`jAh6Q@yN;xaU+iKyS#->qqn+H;GaE<
znLMZ;uBv`1!NACUPmyudv1aYLo&CY3!|AXp{FTx>vF&a-MSpxd<>x3)LfclMZ?#Ul
zX0!2TfGi0QO$7ViUk^Ct!ECI6j5Qfb1jP{DClJT7?{+%dpGLbriOsPr{A72LUo&nO
zE&c7PU{}M<=d$M8#_;v9th(U8;DM|{!3<V5ksb8;1h#DMD6wFyJs8tl_`-UiVb2kM
z0B-gJf2QLa_mN-s`0j?zsSbl3uST9kCdfT`V)_4tqo`E+=SZJe?FQ$CG{gsP8)r4<
zj^<camn%%>+!{a|bne5ek>qi7_ARX*zxVS6m_8Vqli@C($Nz%LH4?8&Q2^R3r8xGA
zIQkU+bDieI7%S|}>Nqt+W3bH7sZhYi-z@8^>;8AIf%fI3Z?~)U=Q@pMfAJOH&a&QK
zPbTcMaT6)(7IuqsZM^-~Vk<l-n|*AA-<VkA5rD7&R#bohJ%@=OcNo75N8)pK0)*cm
z4Sx8*&5^Q_<a6p|tD19jHq{VSv3SPOY2jDFs@D)Z#}j^9Zjda>x4YU}DTm6ewq5Sc
z|0kcOF-aXv&h4Gzv(^;WPnvDPMV;!Ka~xpVHzV$&@bTIDyv3v97jtE2)t|-N67p3T
zR>$;-Yp6GYU)8s5)Qe~mXm)}#pUvMv|4F$EwKvKVrt+yavu!ppSv)?Am;@wDDoGom
zGC@e7;k1A)$y>Ndli%O+8ziy@pPD4Y<)Yo5G+jwKt&}-g=Nqm1#^yoqPU4*oitlDr
ztGgbrt7Q^sE*m<JXqf#b3#u{O8E50f*7W`45$ioGe6}*x;au~Pi%qp{r^5zq=Ts15
zR(YuiAJpawa_OG@AN_QfPyfPG-oRyEPB1#VMP+bQ{T@^KaE(7(K78VG75rqUz3T&m
z0K}f?3&csoKmZRTGFBLfpch>LJO{#h<KK5UFz2?kkr2@{e-X0L+GvW4Lz^qVbJH$F
zak4B4SoHIyJ$@2F-=V2hcOskD$bEkWCF#v|BE&kbz;Sch;V1fdwor*+a)fob0HppL
z3VyU`=q}BEqpMAMy6ZFk6wZ}1fAUDSiG2?B%DI2PrQr8E&v(B^PZGK^j5~u#r0urE
znLWEP&x4~Ec9xX<Z4bOTV_;pUU*v{5Q77tczdYDVu!DOEd9CS8*9IFe$KCwrfTEEz
zp`{6JPEz~DGd!B7;|SM>AiojU=a{<&lX<6#UGIR|yPc>L4q<3$W%K|sxgFUh(&4!j
z)c{c>KprO8%T)PiCcGI?g$T^<nRcyen(6p=Ju{ZDM@GjupmdZd#WhmtuX{#=IS4)}
zc><T5yV#0Za3QdOay;0aABGxFg{rpmG!Q+#m4Yvzq`i>`i&}PPtNS)oeyOV42H#J6
z-`N>Ht;{xMa}$N)z(kMvI_(CMgZzRVYSeS{cY?~r#@K&Z01QMz{}*i7g~q54kba}C
z!K|IQ>W$OnK2%6WDo<6Ba|~)!O@0m&qv`y;pX9e67EkU(VWA3<b%r0`b}8wJ-)De6
zv3$qD@V}pzeEKSW#oBR6!%tb6zP6wpb`s)F{7xDsd6BL9%fHb{>i^O&ts~u0KiTth
zoX6|n40Bik5f%%PKtR1fBH8rYx(sy0*D#X~jYRwas-cYiWDj6m_OE%wkiIr31>*^N
zVp7zsink>Fy&vHG4qC}9f>XA={ddAIrysNLeBK@^TU>{&wU&x)tfTfakQZHLoh1JJ
zSilu}P_dt6KFRhRpQcdyliW45Jk`IFj@n<sK%L#zz*E{B838fBJypNxp+!4MqWbQ0
zwR(vRh5(R>m&PC0N8Gmsedok3V~Vdr9(cAYK~dOfag7$sd!Y_NgWmHttML)yG0V&L
z^G0=##A-&V{cc?FK>OsRhRTo+4!S!4xWW_B>KD04n$O<4)zL#c<L>0@5N)SUnu+%o
zdQz!=AlMg%@<s`>kF{@q{~Ue6AF!cK$=B@g@0Z#79SH$4(2bn)jsh7H@YI&D(8vZS
z2Ql(gq@jB?3f}0$e?H-&bwB&)&)@$}AmI<rZ<>@|g&$F8T1)O8jb30_Sh6t~3@=1?
z`bq3mIlkCnX^TcFiYu50fyS|PLPYDsYO!P%;!f5T-e0eqTj{T(caz>wz%^0g!hF4b
zi$dv?YQF&I7TSlVk4m7#2EdsVqEr&`HP}a$6ctS!6|EMjg+w0c?&%`l{?gjrwyKBX
zC-qLJAIw<=UBE&N44(y&emp0Efr?=g9nSsXRo5D-JdlimDBp)M*QTz+;z%oRkO72<
z)*J^KGKry5j1%c+e_5RPSNaGtf2eAFXQV+cI^ZwUZKsl@v*Z}Hy#N@%8w6EqjkFZ(
zgS&lxdW3TZph<^UVIH|BotUmtZR-dvRA@y~xIF}?{q`;T^=rhN(3-{dQLSI6ytDuH
z)7e_%<Oi&ym9d}V=$+Tw<-~LV9G}Q1(O@jN2{e3pabRy+4+If2$VSwFtzO1~)tg03
z`1|Op>}1=h&u_iAO;1_rz8pMEpKke<_pr;yYP~!`L2xQ#z+#*5FWin^Y^*01;=5=p
z{76waPIeZ(>krZ$64dyBfg}vK2w~>klv$^k^|;0EkqC3P?*^T%4Zlt+zQu`+$<L}J
zsK(XMzc2sRNFKjN*LQ@}@=4hc?&>B!Ew8V3R@Q%RK!-zz0@4szkpYsyF=$4>7B1in
zVq~T$CCBl42X&LE`son;%xm*+D_Uclr76)k8yK^J06td*U@RK(#8}^5z-@|NIw1kt
z$cPnR9b6swCOIVx(M?_su4@~DW$|>BU^O&lE9vkg?EWHp`S;Eomve!rpzFV!aStMq
zN#e$TiRAZUsWCHH7#kJ-D^6mi*hN&b!7AYx)f*MMr$a0*yekqG6RK;A4(bJX33vy7
z>jnJL^x@z5f)uei1kydnIVEqUEa(fckfn%c@Ld`5NR}Sg<r+ybILhr@01%|9klR*q
zUGSH57(xNcx@I$@Ke@{tK*#ud#|s!3k7?t(3$+)yHAMn&%Dui=SgCwhbQz%%;$1wk
zshqLeuO$_5n9!MWm<E-^0qTLK_6T^fpc$G!R8lRt<z9{!zIJ&=s9ZxGUqn>YBf*~d
zL9ohl<-<zjnIB=ff{%k`?DJ(x%!%`S2D}oOi0v=zZxW;YW+sIXGWM^xL37zzFY7mj
z<L)fNI2Cem@1dZXb7{rAH^}y3-5OjI{fc?BR^Y~6(X+Pj+Ri!sZ=ADzg>`_50E=@a
z$>8(=$ltN=%s?zO!iW<)2rK5^2SVLv2O@y_`r@#grvf%POr&|xqFeTYvHHtX!ddM&
zaNjsX=xS$~@7e#(hmqfwgRtmBx+DUmwr~3I*>4ZlB;8x^h*lB?EtU7l(+4OxX@9!)
z&MMzo>>zOO2VhagVWKRuE4@Z7xr(G}H_GnT+l8Kd`4m60&b%$Ik7&Q_=p9CPs@hx#
z><P^^pFf{GH@wY7Op!MXN8Srzim*ZjKp+%A&O4}4Xt?2Ny(Uuh)!`xF!PuPec~0YU
zig|5Y>-z24=B|FFKY-Ih7b7n7=<}Ko42+FJPy-ks{}hL1zZ_hBrPuku3*MM9B3neq
zP)*ifyRj(HuGDB**dir(eI3T-atdbsUV`g&D+iU}Suf$Qh&^yM58GD7b^$*L!u9VK
zOK1Ypt<L)w%`u(IjeiX1xcx6Um<RUT+~~1@Md+?_AjfpC+si1n7u`=U1ESF>J;Vx-
z4b<1jIb>ZdtL-Y{BN1f5hQQMA)o2^|YDMijcS1++k@3{+d|rDla9-dGQjx}plgYJE
z<;z0`6R98-tUGyOgWF%IfVJ1%=0RopwVV8O4SoIN-BLRMH2c($mbcP3guPqWc7!@J
zr92}ez<<B0w>h0FPa=sJft=ivD@G-yyZCfsL5_hl^ij0gY|Xz^xx)nS#wDZ7FVikj
z^*o#BKH~L>I+ei!0c+l$Q~5QmKtnIuQ&#f_dC(W&T+@vt0|;=3tVi|XLr8Wy>sVu<
zX%3+53r{|Wc9DyGs8n;E1VUq|3&D^ZJWy0=2adi_e~IfhmXJ@~hJNR&aU-U$(f(tL
z7YFleTrYSzJs6t$nx!)b_0|eznK*GG67ofKErM5tCBxPnzsV@0!eU(bj}<{NO49~(
z%bF7L8p+NR*?xejNHGP;Oeqa@4(&);7oYrnv}IqeQqZJdQnq>T;)Q||ft2)3Og<c!
zjtmH3qUUk?mt!rdqGCT?>^gHpAco+)n5maH!;%`LAS*8xOlRq#14`OpdarcksP1BD
zk|laCr=?ACN_mbBJz4~eH{fBK$Grroicr2$aSa_o8w>#z62RctcLAd+09~jv_2uxA
z&;gH(yzDKM#Oyz>1#X%K5P79l(ZCj`{MI+0UnC_<-ypg0nvD+~jI-EKD-vY5eP|4!
z&u3^i747q%vw@y}Z4<s(pvj?R^}xnhg$Jb9v0n;Spbm(>x&baCrLt^<Kq4RlF{#4G
z5c)e5@H;}EOI7vrFYk+2_tp|5YPWQ8hj}7`cF{tCmksFFk6!tl<=QpWms?uSd<%rc
z1QMoT_|WP!;p0_Bi`VDBYXic|O7;`<u+kA?f4j{cH=`((D(|hu!@J8;4oePEZt78f
z#DVm$L6du5k(e2|o|C8UPQdl3<6=r$J&RAr)Z?|Iv2}sqSVsg1`THvkG@-YgNji&p
z-&KI+?y+Er5~uxM19z9)ne2j|E$RwvPE^&t84)Tmj{gqoT{aR(3o?Zai0al$2kr#D
z&vetGG}BRm&vpefMGOqhCmV#QN<Z0JHg`f+k7!z`HuAJO4)BN`8{2Z9*?Va#_wwbw
zE=ZFfHysV7N&jnguTo1gK++*d?edQ6MrcUnwIJ*Hh-^d;Ouw1IlMcu3@!sAOx|1eJ
zq<P5whRVB=Ozs?&z-v^a`Y$=OY511bsDxBz{+y0tfq=daBee9nVdtS1x{C|$oQq5z
z7MLRy{Y4NfCkus-ZYk+~0!`{>RF%f&kpvn20;oB$uOIfMRguv`Th}^&@M}mS69boW
zH>SB;XX|s?32BA5XD!u`-k7&Ajjjzr@Ll#>jk8V)))B5Q?$<}tmv79DLz4<%5Qr{s
zb#~C1XdoIKoe+A<^mZ5SIInm~o*+Ar7u7yrXM9TZZ`>0mtjKcQ3EMF&JDLaG=$mlL
z?6Q;DPUoHQ$~jtSfJoSbfesA*)*r9u-Uw$Kv{)~@QX+Nu-Gz*KiOW6Yu?^<<J?kiX
z`B+EV4HQ$CuIXMpCl977YuOcOI9Iq9`$))yB1k?IbYEp<X0~2;<+>iM@J~PA&pc8U
zu1FfZZcb){RO)$x(VYYdv2pOfnUoj^rFYWKv6sb`H)HnNFou}0&(2aE$Yk8<qe>uH
zPAZTL6oEhV_K>dfuAGApC&M1ly<qe&MIgckPHJyW<dq#CU6vj$M0*<yDQY90C%vr(
zEg2FeLjW;m*7-qz3)1t&NEr&~<4p^^!$wClgnR9%-l?r{Bk2j%T+;rSx%?p`&Qnvl
z$Iveqr)yG-h8!x$HQ@X``#c&T$(yFU=^tyq`C#8ow`b<3_Gmbn$3Q_NPw|PY+{QW+
z%sqQk+||ion)&shP|CURF`Mzhsl9Pk>>IkbEj|stCYVdno8Fx0aT=+AU<A5`zz~t1
zYF#<F$Lrg=sw;f?W<ET*METrAPVRW+MgPvH<~UvXNr-~LYODA5^N*Y37@FZL&BJIh
zyYuSm`wf<mR_rQteN228v$KC0l8k&&2ZGL@#{=<a=2rY%Ri4I%P!F|pCMw-XbY93#
z_^7o*^cLn0omyqQ?oel$8U3RR6G86|89jA2rvNk;P&atQEJic+f<u`Yxbz5kJ(aD%
z;h_^oxf0hCK3ZOuFpPK5BpYuNTfU<SGoe*+Z1V^Ro?SV37_zSn90L$UAa)IVlD%J9
z10SYqz@DeWa~950a8<vn+PV+vQn-#c`#m@Vb2wLb(RyNdgwt^QSHO?~FhXSgjD#=%
z>4HO0i1?_JelGkC?gDKNyFXxy=hh|^%O}#Q<2INQOb4k<QpXF+u|k$c!AYKf^={WM
zUru=;LBdl>YmR>_LL1khC<ePkpkVL;)7_WItTRm3*hw`8njl&eO15#XG{~p*VtjW>
z5dt#gS6Gpqr6U`1_F#>!b$E$;MD(9{&`X>0Id-D(UH1H<$&diBDQxjdX@p}5w3N^>
zs3zq~(H4C|$II)&3m|hybQoM_31jV_z_d;V0cS9o36L{mgVlqPljw;nD@9}J`I}+&
z!EY7$pr6!Ts_p99VujDVzVhH-ZBTuTjG>C^XN+UgX~%i}<;<8h^$G7!nk!)H*<_A+
zCHeV<*5)6HkJ(sOoEBP{#<&(mAAl^CNimFB!XPQ8Gl6JlZflyufMo4L0E_rIYh?sx
zwnrO>AE?p4T(XH~_W9k|^xrwx5@!`8?s<jbF5bNbK9?WokybtSU40a0e>8k|`s<-t
z4t(q;=g?3YM#w)G7xUMwFdxk<Dt+=%I+NiD!$L&9sfL4G%86(|Ptlz${n7#;vs;iI
zBc**X8`w3j^|@cu{YXr9b;UW>UFXD>S+w@}jO($0NmgbIJamaj#iaKFfnN3zo(H^X
z?ldUkXF`_r8pZ}4z~b_3YYaK7sYu!$&xiN)td)?$^;QxaKaiDq=T;;8%-s=5`|e4d
zw?<oZ{=vJJRPs!`)gr)IBOHScAcd?u_pgV#+r4-DC7JUYz8<v4>&D(VF;D)nPjtqx
zVsXneI%|}X!*x`?9yg1Qjmhia2vzMXzVmP0&atRhTe_4Je$guOE_S1dE`gU%m*$c`
zArOxYAH<2R<EO=6@I;@GMWleCcbEcCIwIe<VUaO`(Djw*(Q&mee@~-Ao*M0Dp>^|Y
zvrYC+=7g+QnM6K&XUT`zL&WSW0Yvm<Hn?o49w`_HsJc_ej(>mp(mET(T~L>L07{b{
ziAnm)*`ILC0fq7fWks?dBG_?>aap+3&>Pvr?%&OZvHe){tt)w1XY|GuzS@8efuI|t
z-YL?SsEYYsVM7AYgZK8@Gle#Os8Gjr_|2*4`c4gjb9>9aM?Y8C{&T6VT?rmbGrye0
zDDd<Iu;nxK1-m&a>bC1^>1tG>AaU{HnS6HqJuHIog(gDfONz)XG{hR%;5W+gIte~g
zq3hK&5xBQSHu-xCSJn5bj7F?|MR-9hSFK@xUMIZ^+q-X3nzPXHP}1Y$1_!jcRqiYc
zJ@-D}eUTe1>0_zikKOZtL!v;2ft&JU9*9^Ys15<v;Z4tZ$uh28m#)f--vcCjw}s1!
zaW++4muz7wxcMcw^^M$o9x3A6@qB-pg}~~bAOFp1t9^Xg>tBo@J1CRP5z+=%J+?@F
zd23iU(kRHf78GSoy|%U$%V!jzQD@hcAO1eUK*8QaZmU~M%fY~+YMYX^e-As+1A0{l
zF3xayigv9+0caEG-$r$&=rX`nv2!X!LSgB#SZ;`G^TZ;f2u{F?epB`-kv9abosq-z
z)uNlK3_T{=a162a(PCBK|01+D*)HjGbT7M#I*M?hME`4~UCne)6iuS(J)Y&u{q#~e
z67aRZD-2;EpxapFb4CIL+m1q}>?Gh-7v=m_g}~qUy71n1SA}OlsMBwwI+x^ev3ATo
z+HZQ4bq{TS30U8?OGdBt0yEcMyu>VjEz%8^RxRx|eeEX3)6d!deh-EpnL|na_+R&J
zKX3IvbDh`M^E3EjDXwqQJPvua&;Fa;cN&9Z4_Af((7ZreUWK8JNOM4!^fsUh37}|W
zm{dLQ7J-bnphN{!g|XdRJJOW#90}OTmb`|3hkMcb`Bm`#<Ni#ijR`obu5l*tqWy!S
z)H9qa!9DwhqINH~EWAR0Djn}CqLRCka}sH{o(Xx9C|l}W-kjS-D*xjDS%B~d5bs43
zGqDmcxKmi3xTmWD0h}}37oP<75RkY=s0$h8mDcL3286R(s2e*PROp1&tWE{<ZDtnM
zp>?~I-{smGw4e!A@T87P!J_{cEPrqB?cpT~rp0Gs#{HV-{*xOtQs%5ud^;LmnvSHf
z{)>|NCM>^oRpWz5i3*T^VdS-5@MJ{*NUq>o#<YbH0S1buF6iwmbn+0kdlnEzEneT%
z`u!1h5LI%ka9mi6zF*3AUch^ETw9CI=zMt?pG*F|IJau$exc^I%JtZtayp-|O#W*a
z9F++j1a$BFefPF_dKhF&>Zjn}Or}S&g<I;?G)urhO3!D9GP+c+RE@W_@m+s;AmBNW
z!V=ca_D$x>q}Gtc7MZ;Xbh+&v@jx%dvK4KR&j0Ymp9BFFB_7|Tyax3(Iz+1U7Z|{%
zvso`%EpQj+WLz7NnxTmZ0J7@Q+`ca0)@+udT-*r=9(g#VN?Lgvf>rsoZ9`=6n>4O#
zIejIkw%FgVviLsN){1lB9OMXzp~u|De7@z~uswHw#n?i|WB;bVU4&AYqkiP*_sUnT
ziSy%u%Gm)sosN$eHyIE7#+Z4_kg}K3%%cCX^_F3A1xvK(3=#%+cL^>bK(GLVLxO97
z-~ocW+XUC(?k>TCyGw9)4HDcf_}w}8ocsPfe!#~_@9y5!tEyJ5?!5*&<98d9(XQUk
ztincwp@51JVE&*g46M1GFR;1<@sx)LX)9vmPSp3ft2l{x@%v0BL}_?C?^4lAON&SS
zHO@=kwgJ0XLXzJwu`)|&d_iO^`1+&a5;#l1d13W4AZ(`x#7T7d{f)W`G4a6HW3Xf_
zD0ksNQcQhPmbjI?2VYh5{C`xMPXtH?%5Wmb<nASg<Q6Xg`BE|)y<{Ffu!&7eMaH--
zvLWCV)3x(ER<<$-N+iTZGhWT|`W5-?SDxDTdeLI$AG4)lVF0J&ASagpi^zEHz$2%%
zafuAa6ni+F+4-MbR(P?>02Qdgsx#q?)inN2QQh$XB8y)OZ<x5>N~nB66dIrFB?Xj#
zliQmXKMr_AyQE$V^Y^n254{G9J^w;m=$n{KM}w6#O@Ki@_aZlAg6*X=$6FmKsx}`h
z>7Y~rP`I4n@1LMQ%NOkM@rO$nbY17`PzgS_?6EMr^kLkfXh=Yjsa`w9g1%u**>>Ef
zb8($g?yg~RQZ*A8>^|Jl-L9$bj-)vLxf^|di3S#^E!kxQ2~t<VBYXsVL4YDagZ&Qy
zEFC?eP@6eh8GCOVJ&j~81!xH4iRJ`ZBndYbG83<egZkY_i~j!e3cT%=QACU}1DT%l
zzWlD*Jq@^Sd?Pm~eJq6<kaj{HE~;s~gYkIWa8?O+{k}NMgvWnBsqqKBk&oNHJvxd)
zcj)V&Y_z(5ddbwf7!P&D7(ZN_d^k%}B@ljh9k@A!zWh1k!cojS7=K>68++%Qrj4G<
zsk7pZ$6ip;18zdt))-&4MRy;A4a1k)blwO~6{YxHN6*g$V9`qOY8ug2Z-jOLr_=?C
zK+ruJQ-!9Q<kx0qg-oZBAfDlOg_Z2fO1FFI%flxvC!x8-4IOG?cr;^;+r8+x9D+?G
z*4+z~BRkjGC2<<deqLhy-$8GX;PyS=h4h(9HyqOW?SO=l-q^YzdmVE-kiEGhw56MJ
zl0RBfKK)u|If)auQfBO<Ku2JX9#-19ysc{4FfXX4j;-75io#M#!?zm}ko$ofry!IG
zS;Kipp~ytL)_5Kxrgs~`a{jwVTS<ka;;<ZNjX<F^TU?ACV=fW4fAf2G4PC9R-1rcM
zRR>yyB!8}O>OIVo-v$AuPBL7Z=2!0?c;Kk02aVM=kL>QW;l9H}^6%Tgv%j6}#E|PX
zPn>{%)MwQ)(~`)q>6%i^lk<&^>jPvMbKTS6wU2K+2G)yoYrk<xsmbI2L?)b^+EaD4
zu5>L<Wp2iEL1RL}Pe%<9$9_%1`BlZiPaWvUmx#Ed@5E9L+Og&&f2i^K4mQZ)X#hO|
zHmJ95nqB+dQSmqVLPM45s$a2{zB0ZW_eDX%x1DKgX_QS4x{O$b><w{;3c9_fihpvT
zpE%LOrD$KZx!<b~PgSd+jq#BwWR#@R@DT>6z^SXca~n<Ay~%aM(JeblQ{PV;`Y|OG
zdLx%+?fD6qQ=NA<uB%>?-aP_4yMHM>cgODhrEbns3MGZzuEUQ6E0cvEZ-$GeliEGp
zVk#_G3?G)3J|yGBL~od$8*}!{0$n*@%vz-&L`9+vGtufLP#|$_CR;g0XBLCtq`l72
zp{E79%Aels?ImX7y6&T4g*!B<18GI^JF)(gUkxgI4dqAB=tV0zHA|wZl~$BK9Da(j
zk;f5(POIxRwJ$v#JyjB(EU2Uvm!c?+E1>IpJ!z3%dj1J)9rZch_tazg)Zw5?0^P7X
zII8U+*SEhK%sbFY^;#->@%&-Qho??zk@opoFl{C5!`)(1R;&3jW}1r6r&f9vl6Ud6
z3Pkl!-M&wC%w!Ra<7+P--%PY>3kFXiZvFx_MEuu&Tg;05rwbWrb87As85drYCA*Xj
z1y@zVdY}c3pFP({Pquh^f5*Arc?(vu)|9mOZC$>~c;Vd%%$ygoTWprh;*j^;D#2_H
z6j$zh%NocjrI5*8;jp>0)v)fm8Ycwb9&P+oI&?K~;`VdkZeF3-&1vYe50_ma$714_
z@LJ(L!SVis-eJ4Fx(PGYhLd0!GGW#y_nA=IgEZ3CrSR$9ZPK6;?h_09xmoUJWH7Po
z(r+CGUB{(489ruj2j4V3{{hf;pHGE<Co>i+{FxA>Jxv!buiOyPNQA@JX!vj~^L6Yj
zC#}aNt!8<+R4z9KcsG`mUgI0qUmZYRhjl*g$-ZbeO{-Z!OBE83$GwNi)K1Xh(c_;~
z-oPr=-4y}{qV3195V+{YM(={k7!uF|SoM(Uc6(AVDlg0fOeupRNrUQi9Z3gowhP-4
zS?cxdRo~6X2m$ha&k(Bq`>TwG#Y&gcSsthD&>qsK_G~ez-OESb@)@T{cqkoNP7YMU
zT!)ZYIWE)Vw>?j3X-Kw6*=PQpM-(wCxb|oi(3S$J?rl=dz}zdNm~tDpv#{&b3X~4s
z;!lN=HfiU#br``K7@*$<YRHH^-0U`VzDgN0NPKN%dEgNOxcx7#zD9U(me8u81$0A`
z0E59J9En>zG9)qDfi=5Er*{wgQ37KbTpg&paDI+&FOs_i|4l6cHA2eE<Yuj_Uivc6
z2I~G~NDf}2lXd%JqAY2RpefP%7|X{y7aOg5EI1wBV;PLUejb(Igh+xY7CUTCj_xvC
zZ7Of+=$j&kZPRL9HbQXL8ytsK+V2gNF(B0Fb@F3h=}KLO#?N&fdU{7!!&(B?e11=V
zH(4(mY2Cde)#&Y;JXCDYl4j}x3{mr`w>BvpwDF`VJnYKQxUdi>JuBosKa4m`m|(_?
zg8$n<;y6BQt7EfXmNWpQ=e@alA_j8Id@AnzJ>dp`=J+3H9h}OR)2Zvy(v9$2g2IlM
z3o~8+=PH6oiG)n=79L&u!~95M@~M%#EU&EQzn3OjeyD1ib9ArZ4cm<8tzH6O9uEt1
zeOBQM4X4C+_}|mL$|=f!ozmp4rOaiag5^goey`rn{Zy{EGdyR;mo9)AOmlTiC_I{R
zJNG!YX4;Xb>ht}@&o}*NQ+{pHdI-tY4@^SWJ)Z0;eqIj2`!Uq4KXYpHO{)}1*E<iW
zf}S|5{gXvx^-m+i3QO%9)343fy&iRU`<n@FXK@SBnl4Lx*~X8eO?y2*y$`jyx$>^W
z5Awr)de-7iaNdi@zpg{T1M%&&+Sdt|x>PLH<*ng!dHB$w<r?}6dn{iDvUKRD$wIoS
zXpxRuj}jeOB8x+Zu9sJAg>Gfn{yKiIIGJP+VMM6fyW9Z|!Dx81n<~h$5S<ufWy89@
z>3-in->j)QLq~|WTi5trAzX<`*oWFTG!zpR4i)5uZom&i!BQJ#7tL?eixX*44^?Uz
zz8hmH!u)D;*2J*xbi)kW2n=3l&GZ?rX)EgBuRE&vL3ymIS1)|HNlIVwVf+KnS{hH~
z@Y9P=^*=v{S`Anl(BUL4UFEp9K2wd60~z*TuK$G;-Y?f&NY|v=t%pY}3X6Ydk-{DH
zytd1Q8M1h7T1rce?s6}V5~Z>%yCoT{7*F)~p0-CT1%&LLMy9%BA1jfmG}yF~ge+E~
zwLyAfAlo>79rb$lmcr%=kD11<Ys$78$=<ka&VkJLrG*yab%*VTnPd}n(nX2WV<HtO
z2!Ai00-OH9sBA}0TdOpn2bo8z^qCYYax^s<`5PmccGz}bdOB}HY2RIy8bHU}ax=1w
zRIaZTV?T(Ft65}9C%x|T9A|U;d>J~WaL13TG94F*zg|8H+%4+g@t5CM-L9B|t+Q@#
zcr!AaZ)bh{rEjfSkEYqarX<#uK6@fw(7`A{@yOpIsTSTBA^g5U%U$%w*cc8OZ6-TI
zoc(JHg7hIE7Tg>Si2BN)-;0YZC8>lpexqC;=VrAaA+SEisV1^EznE-v^x-yQoD2br
zL6ZBvI{M#Av!$P}r`zL*e22j*UuV}R-PEt=8H$JM<O8nPyhYy1#(&PSud?B~fw%b8
zjlI_(r5Xj|7%ueH&sD-*R0CnK1|%B?PTleTh~UQhFdyFgb53c=V+%)O(ewHY;VTNC
z$EtE;MGCFUp4>X~ap5zMj#j@FsAwg7m*>m1gt?(?Lw{&e)cUsdg{9)!lS4-{d1U54
zcdYz0CN(f%>owb!U%Oj@J0@W9v6FO$qUEVi^ib1AK@b4u*)4i9y{CytMa*>m<AhC3
zg7?i;6@`;`gGZH~Xo3!%^>O2*n)t|)2}LLF1>?pI9mVf&ZZd`&Y}PWXEC!pcYD255
z?43=3jYeUGR)UWKhJr)wTC*iDReIO(Qdc(af7<6S^gTD*){@p7PA<N?FaEa17kpnS
zbgp;q$uWwm(7L%@E*?du^w5*b!|#uA*z#k(Q|yKClw(A<!N{?B!^nH*-ueWo!q-7b
z`K3GP-!NyU_GYt^ZyY-AGa@Sp+uinBnp0oxN>}=7@qJaxO2uXPzDR;0nXpUgRkM8;
zY#RQc-)=6sj4WLM;)kNt^z3icKg9GmsM)%@>pYI-f>%jdr)fBZ-xnRSaINh-1D>V<
zO~|3M!u^!>SIfzYdC!UGe&Ojo=Hbr6eO{mYh|w3oRMB^ac?;WlE%nByl)YUehy;sG
z2Okp_r)|AmluT_r^0OH^k`v-6&=9+|PXTz(P{?Q?|5b4)px<nuu22aMbk1nmk@8{#
z^PGh5*&;KV>Av$Jts(l!Dy99Dcf5vn-e5nEZdq!39wBm@EDu28bH6Gjo~GupT%+&Y
zD9eE*3Hkb%?v(pp%+sOg4GRQ@s#0f|wwtEdKHTCklpo16>-_z2yv4J)u;i$*gQCf#
zXJ{z?R{y!o%<%Nl;|}HJb$OOsDpna5oH~d^bmDChg2r-E%h%~tr)(#)Lk!)Km$R0u
zIuWZepD#Bvl~UwfjiHVTDpNR-sn*UF2c;zQ-Q$UW<lE1WD94&EW-O-P>=zq<Nc(>3
z{oKfF>J#m|>K!-F89o`?CE3E>a+e;~8;@YwQ#zDCpXt_cD><*Y!e=L8Yb)hq;q*MP
z?z~$4b7?wH@mm%wdwpV4mr&nV<2CdRa4!?%kUpnh&N))L3h$PxHWZh38^^d<Wr05g
zlrpDtNl8&~HZI2Py_<TgN+X@+@X328$oiz?>9Eo=D2jMtrp|1)N(?V1`RHdN`=^YS
zw$gs*do6||r)DRX7Gu-1WL4>TU%>`eb#?p-^U_ZprQMgSNg~_2{MW4}xEvx)OWbk-
zUL)Cma6Phok4U*h_8dkt2yLoZr9OV}ocrg0KgerJ%9>-YGr@E0H`}P2sGN6p!%VcR
z&t4kFG0rd$gfpkjTv@DI8;o7DUfQ6jID@tqpRrfOVEkeRwA5dzp~FWwRrSs)%guWR
z_R5Y;<d4@Wlz4OnZn>^Pj;qXLe8lb}8}zPz(?cim*zUG-tqKwLZ%z7nShyUg&?VIo
zAa?5=nMC)iNyDn#x?31U{q(xtOa00N@$UltuuaBlC<#q>Oam&?-<F8E9vF2MeY8j%
z(O*=4eUp6}K&QA}HauWU;WN`|N{zrNA1BOzyyNpDv1~ctf>~32N7}g9h~nJ@xd5f0
zkJ>6c@B7!l0$80Xs8V&CC>E9nA`ey)-;>D}C;44@bhf32%fvq?3(dn@b_ZU)$)f07
zr#^`On1{;?ZN-+1e_Z-X#QHpI{y4va*!XTPC6o{k7UnW{SF^r-`eTN~@nkwHAg|ig
zQ=+r`*?p+cP#WXwJNfVm-Fl{Sqo>3#`i@ZNrVP0d@jUChY(lC4ob#K@tZj~aFY|Y1
zWY3AP=T%J>0TOK0wm;ud=gW0|^8faqZ{K@&az)Er(RA4z831BPcUK$Dr>zvaDA>2f
zNAoqCsIHGAvG14l(6IP=5ouO=DpVZ&GL<%7LbmvO<{VY{uDwTpjHspBti$h5;j7BS
zkwM?Z16hZf`f_o$Q9T}<u&?9-Ca-|Zk+QB7S=1@G|M!HEf1=9+v>k|$$loPunyiT&
z79!^LquZ$ANq+fKAZ5C8H<f+);^PsR%PbZmWTsc`%l8@M`C#jGhj-pnx8{%H%UdC?
z*{|jov-RBW<nq^gNnU}cls^;m`lmIwriE6;Hl=31-2+>UB-LydQlTI;p<G|bvS9Rr
z;OpxHjPkq7+xAhs&(YMux3&>dXcj31vf~O|0xriJKeRj8w3P8g8L{`Zn6MRd(}=PC
zJ#aoJ<}&62AVq{B6(2wsCCP*@HA4e~^%Up;z;y4di`xbLWbaN^_AiV}M4ufjZ9ZkB
zL}L{u3QsPSoUTzBeeUsWX#M+3=WgfYyxGx0HOtSYu0z@J59lcD5O~`2uF%A~hb9#@
z$+8DS$6PEpaZJhytVoFxlee*}oISq=hc7g37Jxp4DgB$DqCi~=228~6TJfS0#vFu6
zyLg;^?`!?(LRZ@6fm8VAhP)@KkWW-dAE^FD4ZJ^UVt@8{p`F5gVAsulzCFm#C`vNk
zRXoUt&%b?|&n*sHs5h5(Na|K#Qz#k(GCdM%3AyI`+VWKKEv}bK3wz+M7wahN75}V|
zq%D-h5V85xBlO~yZu40;K}MZ9Rs}b&gjm+}{rh@`Ns~eoI%&p&H#GFJA7tMU8^?EM
zBC)p^OHr{ftQtgMQ^P1;-}#unZ8rW`9(Qutgk$j2BbZYvB1ANZVzOf=Zc*P%m-9Js
zs#Jb<(0Q2@hZb90(4`xjl%LRmwY`nJUl5}JLH+PYT#dsN95C-eX$Lyo7TRB~8gs5O
z*Uq?C8=IM9l>Fjrdu1H7jUJbx6Ekqus#1$mgCswnh!;grUcqZas6U-QEn(=lH&hMJ
zQ?j2_H(QBooPG<u=J0x+FayXPnn>qSk6)BCo|vpw_RUTTkZ;3Vn@_>FO900ZH#4)6
z`|P&C8y%ZSw7=H!@eMteo3`nPiBn8-l&_Yc_hROURw?IU-En(=;#IH#rz$k;=+!FI
zN-CshYo0nZ+^&_f@5Eo$k<RauWd7D7m4Mv$gp(%#=jYy~32|xRMVq=akd?{rs1E|f
zj8%PJ3TTm>D?+$Hh!k-*`V#Jh@`0qoUWrH<ZlnI&+Pz#_p(NlF6MD&nt=1=3$0JQX
zsX1DF?!?f8F555CT9ZZHetzA1ve6TOm8=|RfsrxbU)!s{gy4ce-Tzk+t_H|yNHsM*
zDg>VDWAuHhia#34`dt3wN}kUS8@x@l2zDO6?qkC#sXaKL_gJye2bd&>_57~F;@T({
zTSkbFmRhkL%xoh?a<oOFmT*gZT6(DYv!hYAe4y--M7q$0CwC7Z&mWsl>M>_X0lox&
zsNB46*9(79@7})Xm&JX!X+JTL0#(UL8DHZ<s3CvFKkyML;{`hO^M`gkBU6{#L}Mh8
z+l43%-QsPRPgB%#{PDd4afaivBTPEU!$1+pIF;gjTLE>r6q&HjxNTG5kV&T~rX=C_
zG-P3=4C(f2v+$K`%?1m~@b$#l;&)Bq^znA#_62p?uMvJLNr0)+*_VF=F^5qF)C+Nf
z?0=;=BDH~jN5pyRHQN84T8a|>^yy(tTHnU|X}U<b-Aq>b1x}=fDA|P2Xtm^gHIUe@
zIh|lD{mt;bY_W%=deijI!m*xYD3wvvqTdqJN?7UH3j1O^kn&6wiy=}=^mZ4C&f@(v
z-S5v&xow>qo!``CS|tx+BMW21NV4gJ-$!MSjz0PcTGn*ErTdV3eU%>C*d1iP6!c~J
z?`89Jm%98`b-%#XPq}bBOvWpf4}Vu0+6OP_nv)qO`_|kJ{Kt~We0zSi+B8wCt1fB+
zhMm1n0wl42`_&Upj@9c1+g{<ltA5w!{9s;44G=W|lNsCH1-YhcUc4#Q-mMQKXZpvB
z7MId+%kS{$Sn8G*I+QZzS{OTvO;Ap4*=U7{8EO;QGbywiou{hV=8f|_MKYnjTt1@z
zP!QPN(*-E7*zTO-A=Vb0Dh9ur5DHQ^OHHbXE6TYRNp<|^+2C-2uNd-;xSy>6x(LUj
z^bp4rozcpI<riJ-Q;xl6&AW$`s1|?#jV=>(u2`rb_QTSd;Ye<wD{@$^M}TztjEgg(
z;Fp%3CChvz9mJ{^J>R+qxinraq)Wq5VTG02y>>zK%vA^*J*@Y5es|J5d4fO~)pFUt
zN{ru!(LHsO93~c6x>!MR?u;||?UUK{UfTMnpEj1-#(*c0b<#<#2>YneYB)3U(yB7y
z`qkdp*g9@ESaN63CMr%aL*V6aB!`2VyvgeVNnz8cYJqTOwHcdA#g(50a|QdU*(iMt
zmqXP!aYB<eeeR-3%jSV_)WJYn)4Zb4{-dx<xgoDhyo9_|dsYn!=|&7T|8%wNZjvEI
zrrT^iH$P3N>->O-pVG8H3EZa82>T&^hSUlN>@*$ez^QvIhp|adB|}wRd4DtK#e0OL
zfkASG4Bv}CnoX${Ki3L`yw3$reRIzLMiar~oV}{MPo!_lz%l{wr&>+@w_w9;%TaXp
zhMfAZ{)?fR_}Y8`7h~%@*>hKEBp$ycV}>e1nIYfony)A&yTbayH2SkV<#xR1h4_y$
z2zUR;HSYDM+P#s(5A3ccO0nPl*hi|N`9;s}IDoBuvVv6#C9L@`ftU7NorPl^3m3!a
zgj1yN&6uBD7vk|^Lz*H4Jp5&*nh3zq3PzNA^&^?=coZ>+fYT6K!l-`CN5;UD3BFyp
zy5&RNMDq`XaWCMAVp%B))us1VBb^7*ww^Z7(L`-tLb%JddwSoA;@BmdK3%b`aej}U
z2M%A2UqsRx3Lan9bS_)IILV-Ay6?;C<YD^*P|r4<8vw-;gBV972bCQ8*rOPcB$Asm
z+=%Jx)(by~yd+QlaBN8LEOPwgIyyLfBj30eZ~*Y!8WTT0P6I9Lebq{rqE#+9I!xfV
zi5jkDl_E0B7vC*|E<PrZpLSTA-j=0b75|wi*NSSNwO;g_9j#k-ZR*HqsLkss;nWY;
z-`b%2p(<t2w^>I{(Y}*%0<5cs<iY|V4iI!54o$cFlPqs5@?x&YWieG-HuGzR|FXr@
zb>!;B`66`r$daqXL|epz7s3uPmJ_Ck%^I@&kS)j~g-?^n!K(O<=G8H8S(2i%`fn$J
zzxWMu+F6MSMk;|}qn7oJf-c8cB}-MK$JQ8My^#p-R*>2I`K8PBut2{GFPIfIY^1n3
z=c>MFMa)<&{+1h+dpG@7bwp+%dzhe1;dgr6n!m^2*y-3ZfY)Yy_R^99mWHRXdmsY~
z18r(ziV;8<A1*XDzwOG{FnaCpd9N<NlW49SJlv(pp_Qc8P%{|=@c2wet31D&upYP^
zYa}kDaRC1(tC<CCN}5bfw^YayaJ#Y>x76_Jpr_qK-Isngk+4?S9oZ|g^;x~H|42!~
zeY35++!`tT)TVXmLFRa1nD&r(bH(vk#@fTp`g*ODmC7KMppI1va<oXnHeAsIIa+&C
zqAF`Un@AJlP0)OOpZavqVC$o6cYruxvp3ad+;~;h9$7i!rn%y9{`B;K&SbOFYGbJ~
zI=7S$U^AE+;hfGBNM{xS3UFNrC{*m+?#)yis!QJIsb+Fyqu^U6S<6|LS>AlvDMX44
z5p}$%&J%-NOy$|)A7DhHew({@e9Sj)@V$G^ZPj7-$#xo%rELIe!Gi0)J2eyo3VcS6
z_Uk9##@BVDO;QV|1hVi!rf-c>5@|3vm2)2#k@r-!XL0~j<OHIQ1&)+$8D;#R&X+E?
zEBx!*Q9?Ua<#$4Y!Aoh%i^ujq(SI-t>H9wF60YV*(&R9D8{VfsR^PD*X89fm)cs?L
zvpmltyIcJ}pPq60lXToU$!dsO$34VfMy<XAHCKcJ#;Ts25=ZekoMLR*{$T2UFopQT
zfw92UM_I3Pe@!Sf+vKgvO2<Tp>7vy5QIQDqQj;|y`m64%;6BUP7uy5WHo*Q)op$0c
z6Dhqf46jlDun#V@x_mtN#~`*f`ntYIS9(vHEH?a5eJhY3ILE%8{P%2h{7P~B1G1jy
zyyPK#d-nZ5)^X0p)~*@%^Q5Aw@9OWo`Hmw6d}ak<+m*!hF|C|iQ|~$J!@}dS_^a(-
zNv9k`nNK6ZeI@3Dzw`Q|%4Fqk-aNu};C^75D_^i;OV_+%2eIoXA)%QUrSsZ+(bfnn
zDi@^=ph`!5>*mz)YWho=*Z%$0pI4PNPEPB(gr7a75&$xzAn)N_Ni&IVM=p)Er@FjY
zL+<<20^Y2e3LwNy=9GeK$J(DPN^9^ueWWrbi&2U%O||$=!rMpzGK|31uc6#g*USE&
z7J&9Uh1%%_-{Q)mzU#pZ+dxug0*=;gPvI5d2iP>__-(y+ZJMyL{QNfA+m+t<0bw1J
z>5N)`#ybz4hD~<1Hl&-gf-iJw<N~GvKo~crw7e~FUiMSaq2<fnyYj_Y;DsX<wFFAu
z-yzmoO~l{)^mL#2b!%u+$fx|;|G=iy);Gz7O_lsjw5|T-n1dyua~nMmJSu?_^OY;<
z?Rll|a<W~M5{GStUA>b|GP)xi5xhlJW-2>%lvWCy=dO=+EM{Y*F-uP;IJt)SUn<LL
zV7y;PfWwsDj{U{ZlE9RE6~VZ#yU=2}o<Gx@<(=hD`m{7p$u_2|UQcbT>aIT3J)Y$J
z_r9l33#eL@!oz}X-RqNjO49nCS{`2b&&Q})2rA{DH`{CleQ*0N{)OCc%=VPw58fl6
z%(+%DOpa1C{w~=BBBb}?7^m}Oo*ndKt-G_Ch<)zDz8{s^_Pafi*z{}Zjdx<5ft~jc
z)(Sv)8gBCTzWZuX=)mP2eX{cKfna`PlhyOk%tM7|wSHf7x$MVw?U=T`8k2qapj(@v
zAz5CE=KXyNTcH=(25WpCWc~JzVq<5?$UJ~>Tl=Iq2rhvF{M){6-Iu4L>HvxrJWSU2
z7C=Ux^6<lne>We<uf76_(WqekiGwY3<p=wwjH6adh2=NfXFhB|6)qwE=4;vVWU;Nb
zYQm=F&Edeyb#ZC9E#HqRqjZTL<x=xfEssy@ra%@c3ajP5Ggt0_vyF;<q^co0_w?tc
z9>nE83dp%0CQK}{TKtr;;45+3e5@{rd*I5`@-M6!;^H9Jx7Lc-{$nEjwp#URHh~9u
znZ=dfh2`XkRM^x&-Y078IrkaSM_oN&`WS8Y_^Vx!Sz&-8|4ZY+pL>D=qo=uTnK!uv
zR|f~A{Pnf;Ogxi&T=~D!lH)reuVenvfmcT}GJ2vmR6Mjy@9n;1{mG9<00_nIeqBM5
zbf8FA@V5>8)LYZ9rgwE(Q<`iN^Of&|vo6<1fU4M5u;T>L;c&_rIT$$s?%7m*Ichfr
zlmiX0(Q7gBUgTxbq$qY-5nYC-34l!>*H$}BJ+hCl<-q~9_oLF1-O8-HEX})`+YY^M
zRt43!vEB0uEyYI*$kInBh+^C<3_{7VnO{Iq3n>Tg8gXq#b|L;<IxgVV#1t}g9c7PR
z<etNS%&FlG7bX5R#X_D5U|QPAecI@vVxf)KFBN)s09jD)^)$K3ez~Tn1jVPRc6<x>
zk16s4s+4mZw}=V(@e*9Xg^C%&_9mFPJa(sFv>&%uIc}S+FZ{*v1H&@CQAsM29o7WI
zV2>0T;=4~zS9SlG*eJn@WMOVzkpb5+^`f#2K~EpTF1~%i`~_d2@W<wU^E~gldez_=
zY_{_SA((8^7pZ|rSzYp`i}HZ2-UXr<o0?*!=W@x94`iCl5Na7&#cCi$FiZd1+&|v(
z=c=4Ro=nF$<wn9cRUCK3sCUQZqNbA1ouvSw&=3bi<n)QscAZ*MSjWpQCN;)LPw+VR
z8l!0JX${6408Kg}_kL*yDo`yJBxFqHvV|uT65K{gAV$U^R9(m2K+>mCu)6EPdw!lS
z6hvCJSv*4tH0`&=MItX<t#yTlF+dGLaQ`UJmBMGG%44|ttI7wzeLH@)2}%nkyf7KY
z55SE-WII^*mS=6V0*D~Z-sYwpL2jR}Ix{P4frf&hl!*K<bSbHY$o)k2p6QS2KNMC!
zFa??)ximc90u<)~Mn>9OgvxCOA*z48zw5~9M$6v1nGL|3b=>7X1ikkfu8~wVeQfjc
z+!^ZykXr#itUS#%->!eqn(Mj!Jy}HYOS;?cuPD8jx3`a$3|66-MucL~e!1`0)5g7K
zE)SMD7Ob=g?hKXPEgZeWe^?ssPMB=jQv8;+Bc2y=TVx*o;?z&hfj`=~)wj9)e446m
zJP=j7)@u6kKJew<QgVV)#cbu=C@W8a<frwDdGINqVW=B8bu0PXC;ewz|11hQ;a~k~
zvev9ZXQrHyqw#O}4ggIZRmP+Bx;(llf`Nff{Rw0S&WYGO`@ix&roBQtJ-+tz4`Ub{
zeUEI@-(<~lOES@;Z|6Jj43N~Nhov&3a-77*20*3v72#djy({J(#`0^;Sv>o-*&^#4
z6zs_mQP4&RZV+z-;Db2H&{*m}=FupmI9WMMDWrm_qk-`6ZGRUrgCA--pS{(w;Q+dI
zNDz8zZ01+E8$N7#%|I-_bmv9cS>F^s(;}hW)HGesTS-!{@@t)36RijdTIB<~gLF;>
z_P+zf>OQvF+OB))%y=s#Q^kzjYiB2?%CQ}D?e8LsObe6GAtm0yHy1Y~3q6z_@5CTd
z<ho1TkH5g9&8i~#0-_k&U?UO&CMLFvj{9R{eSyyyYkI6N3sj<$IgT1v{rj3_oHYFc
z*lC>;`wqSI_HXxS9c^BOZHo1sR#Otv9dQV`0pW;(uj3Goq;f#RV3Eu5B-7)BWkaG?
zq2y;9hVbwxH&GxtpNaV5cmW7|KA%N#l@b{T0EE1HK+n!b02X#6(N+9q|Lmj5=0XOr
zAovLxh01J)jcwQOGEB4sU{J@e@AaYqVl@<Z;N<;%e2)ufe@JO5K=nRuI}RM%HIuJ!
z%e}pCq>co<QNu(v>p!xMM;$VjBj}`c`54tY!M_!NMFVi>BXf!L^~+CwT;I2A^Xm^c
zA5el-39U1U0lHmXJ@g?F_d}?idpc|3a90ymg#7`qempcv!3(-;=Z;zgw5f#`wPkql
zRRhfY=>kz%JuVDRZ;FN|m$IYdQzu9;lNJwk8q6Y4la?3ntC&i=wIw@_Q9|SE=lhpC
z>fIy+k_Kj7e6?V7Er;mr(aEs}WcH6$slxu@kLjopB4(faEEQXIMp!M`)I&lDiPe>R
zqiOHwZzw(yO^~PlV-aUH=35}4O-D<{k9+)@nbpU4!DhF2kE@8pKwMPE`cVJA=H*P!
znJrSd+~TRemiScufw{v>?~`&dpG)`NLD8vqn=2zxP741%wpi%i+K-Qa>loG#iIAmd
z<FDxQj8^9mK);S-$r<&Vsr^+7x_9hTqgHM{ug8s1=(s<oNFTqq-%QrVCRJsOA&W*g
zi|G07@CL{sHcyY;$b0z-Q!6eatXg~w2`qJs09vvJ1JDi3)niOMC0I72P;ctNrS~2p
zQzInz`KmFz2@egBXh?`|6dX}2yPXg&tTK~C0u9#|7h1j-N_;oQ&-l9BIX>f+U+?y+
zGYNOyEPGw0{1)+|`MD*n^?_c_iM@4cAxhoovja^xeD)(VN}ymD{;4+2G5*<K2i^IA
z3QMbTc~Iw$3-ADreGE3?kg97p>p5I8NIE-`^oZTkW$U?PX(^nu>ynSd*r#te)=|sv
z$gPta9Lrsr--{?{rmY`msygg-Ox&ta+-kqNSuq<wUS3|`aj5D@7pkuYs?LTzC+7=}
z%P!N^9p+0}hxa^(GHD^Y#|2t6KUv&5cN{(;%Tf%#+u$D@k`E^ek|aIUuBA*MhKq@f
zAv1}<rKaMR-|}p}0%&;$k60d~k?ezp%!kHoY1syK!TLG+4A1M5w6udX=YIY{jw3uH
z0(feK5@IGPI=orAp4{_43SuE=JV-pgA3M)4j86&rb{Vn6vWxXajk!tGO<O(Z{RRq!
z^{-}xDsOy`ZU~VgiAAb6DP8qj+4<Q9WBn&zBU#j4e>@1jnS1(7-cKw(m`$;^=f3r>
z$gGI?T&k{Z7P%vveev}8)@=3p^Ky=cSxNQdN4i*jKVY%$>Ukf$GqpD&qEC=&-JZa?
zfHD$kw8{JED&ystmo8K_zvbs#G<MpHC*JYAVSJ<`<G2eo#6}6&=hw_ou^&9=jYzp2
z<84`?NaBAi{x<5&6Nw?Ox)^pkPaj1tQkse7ms(!OF0YwV@gu!H$eTfCSnhkFNkI^W
zyW_#;+LI>&0^eL^#hF{$W9sz2!Hx-OtZA#`yb4_PRa5ZV(Zz^&<?Y=;PhVt_uG=HV
z$7Yfb&(ekwaj{dG&tTdQtpFmMD7|8W(%}q>TIEUhxU@Rn(Ik<DAv_s+pQPWp0}8rA
zY|cG~nvRp3`EbS0wi5C~tWsMi;fdzH44l8aS*3^{%=gTutM(>nU)4GtBu-xpMYwuq
zdCrzts>x$F>DJKx3#Wa6Nxu*9|6L~rIvq`&FTd@ixMm_A)Q}3E`3l@Z{giW?flZ&)
zr%Z{YyH0d2PjVnjIL<MUaCh!+5emO2<jw>dOmNkG+M58hg*HTQa`Oj6Qn{Jfs8a#d
z5WDe_c`hQwgAi>61m;zb#llI@#K_Ra!sEL7g+~h8e065Tnj;uv8OCrEzX#MBYfd)_
zMONWK=u5tCmCb<OuLmgWp6#{s{A1ydz{T|YT=~WA0L5<S$*u^90r+2*kPrWi-4$M*
zn~^nf;YBcF!OgGw?x&ia`nDOI=&U;ti2bwFKeF@b8v7S~TDN+4U4YkB=6u;YbpWWr
z6+1u`RhfLfr-OL8c2|g7!^cFvT6DAWL-EHD%N|kt$=b(Z;fzaXJ?GgmiGCt}lc~m0
z+I}>PYF2tS_D~5L#E}0C2#I-rv7{gIC0VIJkb7-rW0ndA<eAD)sO#6w%|iwaK3xn`
z3HggkPlif+hQ?%Uo>22oL+-vJZ6DO}f9`hLia}VzV}O2X=>uVW;#HZNKbKShXzFe3
zsIOd$n>e6SMA{<L;@=ON-r0!Y+yrt#`RPj5+XjSxaL7eHIBMgz7seCm%trDWL5rL#
zw^<w)m>r?tBY7?f-%plt&Jgi~r@Lw#rt^R;-buLsIxZuqBnHL*pe7&Vx&>vzONEon
z0f^r-s<2$BIzF7IAJ<@(w>Tub_+r&LTb${2SSgmeYUeFEei&mZTyW3#;w=R`Vh~k;
zP?bM3)Wb9k5d=q-!f#Fx@I?Nv-&--8OP;<s>gpRK^1R1ebsiSj@<n@}qj4pz%)nR)
zr66c*EUp_6_8A5T5^{46_Ta_|iL7a;b_Hf@HSL>f*aQ)$$?+zddVoYksx$eyGdaZ6
z<P&Z$VD1$VHFfIvDR_Yl-)4|ji;-h~$z)57Ro4gh9z+VNz$6?i_H`0OgTWQPY)Hr5
zk#r<*=vVceFbr}p?i0w2tt!lp#0n%rNC0G!;=~FOeBp8ItTJ6J)J{P~5+T)8pA~W$
z2-m9C6Htoaqaus=3aG)(L>1^)g#k4LBbO-6B4+GV+!uPX4FEToxPF5qg0h7sfZYji
zaWRZuk<V$G`u)cuaDX`mEdBrYk1wmkNc4Z--d3VfUTW+hriWGGQT^}JgNm~7XZWyo
zScLm6sYO62Nbi9SlbwMk{=W^99ihE?BSbH(fON+HMf{->o16>=-)RoAfr|!pUg~7Y
zpkV#?@`GI?iy#}sGhvt)2p!b=R>ucl0i+3^jJ6>K$^-Ac)%kxtT>jKf*+~E*>`P35
z=lftfT1i9NX$4{dMMSWrA#Pl(-%C^@{clJPRg;LFA3-Xhbg+S}RTE9kAI(YfP8N_0
z93MXPwa-8%CiA7ve~0gY#Yxg>1mXdG|4J)N*YSM~B#d|l59{db9XJj9e?yM-53B)s
zK@48O96{W}tap_}kPXy@Ewc*n1Y^zrE=vQB1%1ZMM(%8SSg;}ACW?Og1|lNFwR1f-
zAtmpaCi>r?L${%Yq%cje6@uONxD^ZHukk$iMgpi1jK#-PkRPJ^-=1BF^znf(`+EoM
zLCjwgA2sRV8wqdtQZGSXk7jgY|KAjT`?YS^qAP^3feZqtynew?0qF$@O>Rgm{C0W4
z+ol2@T?aJyOl8x&U+9vw?zR>A){!oD^(%-1=}Zws2<P@GEb1lIY9Xc~7c}<5)rUmo
z34l8ArMsTqfmPS_NK)HYWrl#ypbbh;Y9Q9j-MH`b<=QCkdW89O;a~)y?utX$um&|%
z=~fJxBtFhNfvZ5BuAJxC_cgc@+d}^_vTaOU>M*QL5)dX%bqfl8Kst~0QtiC&;7`-B
z^w7aLhOLsKOgQ5aafmW9b^rEYTo35%YFcq?Gn^wag`Gcn4_%P#hya9ZAl-UjQ06aG
zb^kFX19U_@Dgrtqfa%|hO@QB{dX6Ow_zp|R60-i^0rS0uQ19Z3VW9*{Fyi4%e#Hwi
zl#8^Cc@mlcE^xjbr-(z{OC<ISmDB(5X9|}Y0X%H}FrkT!|I>saX2>(jP4*sVhl-bs
zOCG2Z<YGG|-XZ4oSRwPj))`qo&SQs4eEw}mBrh*-Cy;TjjtrVI3L>HofI_fGe*K#8
zxH(E`vz)J38cpN%G?qf74X~pQnBcZ1GPWY1rVGY`8@q#2OJo6;&g65y*lzYN*tr<y
z7}$yuVYdz29;Zj|%mDSnHDcUQnGgB~|2qXhA(-6eb{3xPn+ohd3+)2wyr0xIS~*Y3
zTNbjPnUEk!h5>+w7!{Tq7#2c|K}{`DTw8m!ke{D#$y5N8Qk@nPVq-7<UhE7H^X)2A
z2Y@?^fBX>Cn7<|)uHLxzklY>101m(wG8j)dlhVnt@59%;f`0>nUPlmf3CC@UJAfw8
zI~_rCpg52hN6j`bHl-qX4{<{Uq)!<V8vkF{xt=8fLOz@;M=dSAAK9DC<I$ZT2V*JW
z?c~hN%sd!LeZqpZ0JCy8I5-%^6gEX&?<;FzVbKKx!}qi6)Q|WHK{ZQCOFs;cjv|6Y
zAzk0e1vi`oB)LhP2NcP0DG8COPhJOn1ug6(=|8`t-lhQ=^+yn2oX9+*1r11CXjX|I
z&kX^~)4toq(6Kv{&FAS`suKUJ|E$p1bxb(H$Jd}*kj&>c59giRbzk3-p5JGnUj$++
zLe@*%@Gh7k;Ov5`Dm!jtRzaLlDw0T)exd*@U3^Jmd8SCX1vG=}&TsJRBV%K0g@*#N
zii!*YSO{?6nl<&@3*exbAVlCtGSNgx5+WOpoP)QJBOjHtDSp9Vj}5!4@)Q}1+uY)%
zhVT5aV3RsP@oN)4TIl~m>SN)G$02aCY?~)X&zonHR8yM|ABIpX+wTurF-0CH$Z@Hi
z_NNN^rwTr9!3B2OVC928gRn4y<I)uvIMKwD3z0$D@qQ{K1Y*(2Ayi3v9_Dw%X6c-D
zw(IS@#6dCJE-ei{e}4xzsB35d2#g5Z`SXWja$*9C)`JzV5*rgk4YUKcBZ5V3lgB-N
z+XEF2NDN4T9G{DEFT4Cjhlem`y^fJKa2E_+6orUzSpOSSbdZNFAD>uiX{0P4YXB{D
z|2}Kn`Yw2~26XxC-2xZ(so!x?d9U!6GpGM?5Pr#z9}iRv47+cOrc)RKU?y5h>dva#
z+Dr3dA^jSb3iEZm>t2`F|9;(FTsYL_=l8-v84JwQFB3p&Q3G2eqoX^CCX=6L*u<Cu
za~adNk7FOdIU$|-f&{>ff#mGBx7|3EZH3v*OW(>^L(*(e$h$YU;**O#5pSrT{o(fg
zUjGB4L0i=<dN{i;CMK)tv9Z9@6eYdA+aQ5rGBPrMH9b5$z(<SeLRFpu5ReG$enB4r
z^g4jfYNgRWa(e&0G~^tEdfO9p>e05wQu^b^vQ#}ykfEDFi%kyDS&#jKBoNeYOdK?I
zad}y;DDvb~Vxko#m8b0Xo&pC~Qs3+0xWUnQKU&7e_B+xU35XJw=VNwmxF+CnrDV0@
z#{2mEaDFwNlv7B5j5RuM30i^Q=<=8Kk^%q68w?633pgJrCd#M0H5r#guF}orgJBiS
z9ADl6P9^(Lz`kXbh75zHprAky>}KrCR)v(V1Bx{arYWeRHQ<5oTxoJ7giw#YdIM~f
z%xw8G7<;N&saIadUrB(=8S~dqHjcipBM6+VuC87JI_pBBeE*AI#9zfjmky`N;_hNc
zb!d2))M!8^!BzW0@WK`p1$M){VO_cIxJH&p+r4@O!;5KRkb7{!e8V|9TCq$_%&<IN
zuEisf45gczu{-mSbT$i66aTXcJ+Ue6!48Mz4L8&QjIJy817XXy9c|?xnQ&xeT$k~n
zF@E3I)YQP1bcnLL`d=^MT=S({$K5gO#Vx$dWViFan}($dGC>zs;g`qDH?W}v8n|qD
zSjNxObMM<A%KG24_76A5?Sy)6hBxcaH@vNn7sH^9S4t4i{{1&c;4(JPLQ#ibad^1d
zOg}qjlBrBVVn3^~EiQ#129|PGFJuTV@jqg!kTQJ3KH09?vI)x^@$=ZUIma?dU^W!G
z_mbKkbuZN|1{aq<u)~Z%X5ddgZ}dPh<C*^%+OgvRxhq|AAwOX!6vRxu%`$eE-*VC%
z-bK-4*hMk$JNQ_y?-DTXBKb6zz~$q1CY;bt?or9n(b3({p2u~jr03DZTz?)rCKw%i
z(R%+RpD#30UVF*P^&;GUBFuW62r1~neLx!)^!=rbkj-(_HFVygc7)*vU0Mh@SNxfz
zNWtPu3bKlLvW6XN)V;2kH(LN>Kw!p3JI}7-av2{2un4g~6a|Y>H@vk>oL5$jqdU6n
zfNbDcBwdP&zVX4geB?uc_MCbNlXupD2;l$9GhnFvC@oz9K_Q}6e`e<tsa-m7mn&W-
z)7a`GRF>{r>Y%m!8p}JLC+lnHOM<(Z18ZE?=hxN^wx=uSCg(ezdg7kDUv0B)=IYx1
z{B=n*F$Da}*~1f6Ky9Y9ay(^5&GGqGhq}6?g$479%`I@I`Hl8%V#D#yb*6js?z4z%
zS(`3P!Ifq~$?^HppsE5SRDcZQ+)U(LwK@wX8^|IN&<}~0gRzT!8$(tD1%XJYH%wqg
z%K3=Sd$P>$ebuuu={l{+(B+l?lF>6FIx!oVquJRt7Q+f4#RzuEDDMr?OG}_w;6jHt
zk<{C@o#bd33`mZ4Z!nUnQMigl5!9$kp=Njjh<G#`uL7k&g?0gILB;(BjAVGw>Vhs~
zW`p$3kHp<5{w0pkoe8iT!Z%z50aXJrC|DFi=F^Q$4Hp4tXwgB*E%lok76-DyD)yrq
z0eu7^XWKCWds^Ovc4|=eeRtw@d7lzgF1i2pEp8{iUoSmJ(E6uH#|F<ywzzIITsKk(
zoFQx<ZKSWW)9{|V@d;T;(XPwB5+eqK$Tg)igT5?)v2hw<p150rYJ?w->`f?47J(Ix
zF};%-0$jKjkB>3B7><Pc4Cj@I;R5iqX6z6gsx*ib9bSq=U^ZEVLx3}C5IfcmT-TdG
z$k%Kzd7`NG4<%{?2^iQQUUZL4ZEJ!XEWbmA0D*jiz#w2KKMprknNJKQ7#<;&Y69`w
z5ORPl7AGTGTz7~HBSGL;i4gufcs~NkXlw*NYP8<lD*JZWHg6yIs8&EUHqFgcgjAmN
z=~CTcCJ+n=rlqBMSFM(e%q?lp*T_%TjtSka2)4K!3)B=Bhj`!b7YQ2uFfW^ZOU5<x
zw^Bw0&*jj`?C6Aek#G?-WSpg8^}+{UFot?@avJrakrBcQ>yg|yLmBKAO_H9rTee|h
zp~Qt_$(?-2Hw)pp>%Tu!Ecg!&9Q|BDG5{a(3u_EaVTBe%)|mzO3;WuSlV%CvI~}Nn
zFsV9$Kg&Vf<^Fn63tJ}cm;U%j0275Jfj-L_9qd!tI&%c9UMj;ItW<jWlD#Poh{iug
z4iZ9tY$Gl{Cf<M0uIJ^f;>DhF$!aSoX{$Yo5^dXUTE^8BX&4_b#}(^*gZ3%$8dtQw
z((C&v>H7L_JE;2X(-6QX=L>PpX#^Y{etN*M_rwi&h}#v3dqIKKfhq#YPoEV7A#~UZ
zrYv{^3!~z2au7QZ83G*i{T<zN6mp0*_$P99;n&EYvLT=lP-q7>Klt^HECL7vEPB-8
zcB15o2w}iVhjGHfKMCV34CKPaFAXqAK(U}o4|r-=N`_g{15@Z=EYWNjH00AgvUX+Q
zfG{yg@WAXyV&z?WC{=bk3<nO&Q&4i@5ZNdV1!@O}3X^5b)j~nzMa)CUhHLKLK+~EK
zCldoeBR3J&2kC?uD0gnw+aYx#BUyei_{b+?2D7T;g1xb@{fGc;%7cVdolZv$CwsG<
zA0jch2xCLB;1VE=2uho`{t!DFZBoQgDk`)MvW<~3RxmaT7y<65Cn`*7GS%c~Av^>-
zs)0Eh3!4S&=84L$_8APqMG%Xgqn8##gd!sRti%K%>|$l#c;nJ^$RFlyH+bA2^8;!}
zv>qyFXXox62WlaqwwC~8+=EPy118^P>$teM8qeDk?;ya%mlqc^3gMxQ>eiT!UM=Kh
z;c=ny_6n;S^)FT0yH_tkQoV_(Lpfup4aRGt$#Drx)2t5+TbyV6Jv3vDqzuhKEl#?;
zXgz;pHbQ)TF9sRxftX-O>|!_kyA?<m9Pzy_jFQ5#=~*%ZvT*$BYaM?*4vX3Ocvj8t
zI8Zv)gOA%$MlDe%FQ;KOK2-PUGhU|&=j7D{$KG*O)@X?;b)kYh=nNBXh27;CW#hO(
zOH4Q8BZwOAy&OzuQ}-QG(_cQI)RB5>IR4vlA`gWcWtr>Iw_@JVHrGTk&%;-uH&g0j
z?Ry7@XiY<AO4~KU<4WC;qPCAs1{Pe75(JnV$SZ#lY%n03Ki(3e_WYA&o_gldW)MOB
z`ZZ!{>B)8T&1_FC?_|yH(^o~RBSnsx=R$LRA){k5TAGrl&zb+z0tDERK`>EvB={h3
zrBoYgP|c%62QkpAZ;TBhOt0;fzz4OR=s|m)2w{>rO_0y2umX@6K9(Ac5rkV0KHjL$
zF$aezVN`%pv+I8jA*Tnybu%Gsg-8H8IIIXLKFI!!QbGesC59-J8Y^)1!WIS0P?QbI
z4WLB>2RblPWe4;yK^jY7TqrDa9=0eb;fn)XAXYfL3Q#>d+6VlW0jXZ8E}RG8<oawJ
zs3t--2pmp3#OM;l<g(4D>@7=U;n}#s0Q-oZE6x|9K>3c=%o>t|_x)a~lag-32Svy#
zs_r!gYHD0p4kTcPv0MMG#2U{=z$<bTD1Nahl7s}JCMzRzaH+PP1)5r29}X_3at`E8
zH}*G}KMN=?1P4sdNCb|>hX%IkQRBV(c^XWD%Q2${D~5G}dTJ4qKOlyf{$Q5^=p&dC
zMyUg|jw^!s=J}jNlL4WWrjyC2I~>Xb!4u8)>)eEOS%byg<*FEA*=Ph-lL&@MU^^HN
z6tOXV=&(T=qKrh<QBWY+_?eyV_3JL~(ZarPLeEX~pPb85`?Ejh`xJ^U$NoOZsn5o?
zw!Rm_f;<*AH8m065QWzZVaismiotbI$$H2!S|LV%Z^PW1HS)C{$l&gBSzmH2lSZ|2
zP5-lS{{H9T5DywHDEl{%xgQJ@kt#s!QK>bs#oF7iramqLN$mGwj*ia+@gkWkpEw5I
zfCj)sE8nvhYI1q11UI#XtZv)>5@GtvVIdi<%gQkd8t<?@3xRLka?}=1JWCeH1G**^
zNK}m5-V6*RvLT*Hjzm|0?QoCIW$>$zN?xoggF(<D1;nhkuL;Fg5G9*H`1n3ve{-lJ
zBL|m{!aa-e8u5dr#s?%8=HDW9S_gjsYw+)iSbjSBK}g#!Yy*8+Irj<uxuo~;sU4wv
ztygCG+Ot{dIO^BJwEE$$$Cpia90-Dvj!w7?-34vTq|3US&$0Q@Y0A7$2W13jeo>LQ
za=iD=QZ2*YjdR=i^?7ZrbJ4PX%ukMninh?)o0A<1a}k4A;sV?l*p}r4YEUH|J0d?Q
zJP;c|p}V~<{wmh?Mz7(NML`NV*x)D{Af!k%YAC~HKBB<Hf=EFTJBwkj5oX+c9AQ`}
zeK>E3z>HvZD}POO1U%+W^%iNmZb*6|N<Vl^_D9z+K3E;gP7I8a9KSePi14Nf#E1Bt
z)y9h%S5|u3FS71<qVn<duxtb^+uzWYzP0@gvKRtRU`VQjXk;ZaXFEMT=QpDDWHgBg
zDI9<L4x-n^_Tkt#xj4qZXlVo?V`v!FqjNP^a<^A{y3V$%p5u4V&wRTYt4yV(p3x>S
z;c?Y*InDKE&-HtsF|#{n+8j7Ys0l9_3oZ><Mq1o22GWU3G8IiULG@Lzrc(5b3W_E{
zlKdT!ezC6$S4gg%A?m==8;T_W9A5*mU*Y{z^>~Tzrv2L>KgY<Aln;xOdZw_`MXP%j
zr{YHrUfuy`sV?$nK#U?;qc#bOICcnmqqaX@*ECL!LN=f1nDU=gNRZ#F&thc}@gFR+
zOF?t6JVcbAFta^e$Y8Mm8o`$e!4zY<|3lMNM@9KQ-`xeIyOwlG>F(}s5J~Co5=3HY
zknWI9Y3XhSB&1tH>FyTzy`SGX-@iBq*q2?-Gc$MY+_{gnKyY6ipGo*KhawuB8I0Nt
z>*L_8!hq@!_2GgtGkR_#!Svyl5;&5a3APAQ`Qu)2`UEQ@2D&1|0WV&1b59`*JiP<D
ze=Kp>fp-I~H_Hx^GB4~X!R*`(+#DPrkQ-b2W5=&wzffoC*jGX3jN5dINfHj@+wLUy
ze!0adyEz|sG8fhZ9*<*5?|Oehh*=Uc2LI9$b~XFVa!jYG8FEmbXEYsF^Hgy+BU!f~
z(d<i$HvX`n^eS>&dKP~<@$Pv{f}zx$`@g6>j^$eJU?bcO(Vd-l#$R&7H!(i3ehHW}
zFuli7@jhDRc(NHhW=4WdcwQ}~BW$pOYMNAr@Hqm?XAEYa$c`(~ik$VV*Ix|LrJC8p
z?<c?T=OJ!rA3YNPjS$Z+SaJ3!H)4Y<J|p)&7{XryqTul_$Qz;{F~|(>GaXHX7b*I`
z58Qj`gtf6@Rt^2#bG|DdWef<)qRr`vvaC!{8XGN~vIuYYKS|=4dU_Jf*<ag%=sFw?
zu3A>qe4R(Pxsqu6&d$zoVa2O$_8*>C>Zqf^6yr5k!jlWmhU0qQY#>^Bhlw+gW!ubr
zQxK#fQw>iSLH4^V*9FZYHP5Twehy4AL)26b^sEU34r&ra?xO0FaP#ol9X}N233KM|
zb3#dU2{dluU;P{uZ14<%P(0Hj?2u8!ABg23c@n^BF~!u@3>u%Z<Qf%ogc9C2X*7c^
z8N89SgdXu#SK*E6z)ZtOE~a@?)r?45xm}~NEx)msSoE&GFt~&!^A<z@K^<CJVCm<-
zW=JRWV_|rdh`NJ#h(RBx6%cz_5^N;uB_ug2x~1OIqgY_Zk=%z;r6LAZr(n9mV5v(E
zNOI;uMf6UzS`dw5O-+noi7`+}KJOfplH}k^;i8X$!hi;5+TvNHW@`9xzRq$9DlV?k
zD?RiCHE@WrT878CE?0z37@bCXu)aj$lENNsU26W4LzaOo-3D4Ojl|-1+F%2JP1nux
zmHu;V1f}m+pJ~N6IkGZf?m%TmuidWOwJ%C<KNE@QkPm@zsp2era*-Fj3Yto%rlx{0
z6cil$UN65)6y%nsmSQ%M8WTwrn~+->!hHp%O~3F7VtlEhncKYmtB^O;ne!t~W8ok@
zB0M~J2B15VXcd3yC>7|jNI9&k%e?!yDgM0abn1Wl$(wbRbz-y?vG-JO-a?<O)B-(5
z@g5nJTYtMlkn4|dlj7fnDkpcX2nw{4bm-|ye~+}`_~`4k*+~gc=0>^}0-1!I$EAFk
z$0vgCjek+6E1aN7U+HaG<qPUKIruAZgW^NbE9?U9c7CCMf3&d~&GG7a^ayC1G0Wy+
z0+|&PaSH8%vRD;ng4^`Zm$34A>Ji6#r_9mjbS3Ny%-abcCoAC2{EsH(Iym8fX7plN
z&NP%L`urG5va+Td92HBn`u6r1bgT5vc{aT(Cz>E{_nRDd5ABBJSifU6T|V<b>IN@6
z_3$4rc@;pxB-sxfp-4~zsImB*O{p0eW#vs}CNKY_B$s48d~z_FDwL7yCvc%r%_nJ3
z-!&cy13ed1aIwRW<`j@3X7e-19YexAmFNeExgnkj*VJkit-aX-gfg#aN{WChX$aSO
zvF4VScGM#UzjC0NsJ|iD#HW(5lS;s$AHgd9DZ7o2RZ*tQAeo@lmySje5PT9?UT6^!
zJX25r{+^{_2A!Aw;?D(|;NbZV-vzPR(Mm}s!xKo=#^BSgJd(X2$$FO5H?gU-)WHzx
zI<P6kD-a!58kNsRLJvEVV>g{E7iw<S`I;2wB#{maPx$c35>&ViA8*sPwDe3#(tovq
z>VY@@0`_=1YALY}*F{uC3{JF51i=XNQKu`um0aVYav<84m(O_c)BvQ&9LU)pXx5$&
zJ@OuZ-yvX&B=~L7yjBbpjcgA^(i#cG95|cnJ{8_?7<bEF@mpX2+<w|$ry?DJ1lfPB
zXSsxdEk9C9`UbP%hyF<L<N<(cAbPba?SY=2Dda<$ib-j-?n}YBY_k@AsmAY+W9lg3
zir|K!D6R6)r6v87g9B>o6SEyjmR~46Jh}IGgrGqCXs<FwRn@fBR&Z~+=I!10iGglo
zBpTEQiVXUYeLn4PU6{Q+OHY)DXO*A;d@pUk2f}0`a2e!|DA(DsR`&Q}XWRz9XRYv2
zB=GVJ{?$f^e^m-?a<3O^rUxLTiv2l|F&-b0xOnW(xVBhWm*D*7hf-$T4}vGV#GK&7
z!M`1DqWfG*<;$lHqrCJ2ylgX$In|$kAAQ<yuUC=&5LiD1oYG&;>5&}5!qEuGShH&`
z^i&Qa;nt^CCQFxi;Z#`U0vg=S{3ETT`X$yd1|**9U&bB&KiR&lp31?~o?7OFvWy#!
z&MAS5nyp0i@byqNs3nvnxPz+w6m1bW6l^8zzgd95g3CULM#(&MVVU~rjwQn7O9mt#
zWE>pUtT%C|Zhk1iEg<G#EyMz(Vrl`UUQPN~<x=iLECjX?QOs0joKI*`W%+(cA9y!1
zpSZbC9E-&qZ%uG5smD1Fgp$mek&?<ag?JUqv~P(*bqLMckIaSKG`pvy@4m2A#355C
zqky`#_U-~g`^YS=h-e6e@O;7$v(<6hNiQcOX}}bUt}L(=coCfl-5&<<Ply3WMV#DQ
zsG=bYK?>{NnN8P>4O?(Ll8CG;-ltV_RJCHkyyb61Rblt^jT>;ps)F_0K-o!DNqNLL
zBphW}nkzNx&`HsCHd#??5lB8n)T8_76byABxR*t}4n&RmnO26D${ZXACPYOb!Z)*e
zr-RTytI`V(1&itwX+t|xDxR|w^3wh=#K*<`GWI+FG2Sab-gDjsq&pALb4;Xllr3A_
z<^=a;(@L{b^!vx<h0=7+X4w}r=+tj2sG^E(Air(&cq*~6=hSB)77qR6MQ;|HULI;+
zeBE4JT+(ttplr86lDSmockkt8ghO%G38lyln(XIl=@jb|vK?M|83z(&_zXic)*shy
ze}SQ9*0hQcbTJ7T<S-oMH0Q)!>tE=-hGrPQ`TG>A>o;hcWuM<U2KkD><H3tAeP<q+
zVnSxL+JP7wS{cRV)+;JOUPyxtR|{!`f|P>^YtTn@Xw=gB+(D2^h@}7Z+%Cryb^`6t
zWlJ}&>h0<RI)WIb^@bz5*!v?3LilMf#}~5q6&po^aF)Tv)sdG;rJI>C!^yEXQ;y9Y
zOCJoMQ`t<DT#ys8C>)wIOlGyIEf|QUOr4#v0H&wn>9^8D3KB&%+W80fIt~m@KECjR
zf&!YD{UwhaB&2A;o+W|Ru%uA~@Gt8z4dENRf~`giB)Bb3W2$5jG+0FvwIEg#3QzW>
ztMZg5^Ga1!qULaTWIwpvvh-3m{lbIvNcGrk#m7Uo4qhCobDT~s=FyMNcg!Nf?;YVF
zSAjz$8+f}zsLJ2Z+B-qf&1)1Rr|r{ClfOcT2Yb=YZj{TA0<-pzV2X&=G*RVd#0}{?
z8Xp^w-==981S<e|@Lx~-<jXlI#4YsXeV98{kUI~=s`HID^{Ym7Lb7>jg<yE-B!t|d
z72--B_Hi1g^cS+71nnys)I9h$VhXgd;!h|d9a73Hj#j3J(oQE+sZgsq)D@<2xoDfw
zYG_CEL*;WCQW3|lf<3rktc@^9l>^SF5^;{vH?lVEP_6o)dn_^lpWsndU6>h&L@7Q*
zwW5DJTI#?V6lx|R5w5CFI`N?A9NkVG6Cg(M6uW^SfsFg}(@ERzCa6X|6BWw->I4|r
zG;5Q8@DIxA`@q(5RNn+lvbMdW_CkODRJ^*n+5pCjzyJLKpst7b{ZDl!4$_B%t*tF9
zt&#O<17&J+kRaoB#6p$+W$*Cta5GYz3%T4c?pR-uQ!{ADW#1L{x?A?)(9n>{>fD?c
z6Ss2pH6pJ64gd+(pGy?hZ2Wf~ZOpEo#n*fB5|C<y!G1)&#Ap3iO?t>1F9@#W@XN`;
zhAHc#=0h`d--cMM+r>|{gT8x}we%b&XoZ1gN_2frE#uSk)uOt7uILCZgcI1Cmqzh3
zX1-1;{R$^LCL{bEGa~}O?dQAoIe%k;c!Fbo6f^QByYM1#%74+B!^&v15FkQOh(ysO
zFq_B~jofT~C075qI^1k2DW62^YV17)V)^ooS3tn$yUof+$t>fZ53u@7&l=;bd2_A$
z<!cpvmD3F3P>^C@#N^;9jJMIE7ox8o_N`$Cwy5tlfKq(TR@L`KBi^LCR(w>djJF4j
zW=V1|%kw_@DzfpcWtvU3NkwfQKHKjY9Y=uLut8c`h?E}{OA&;`vpBdgA20lr>DXB{
zOwdow?fq62<xfoX{=3$Ur%$i9RmCdkh*K02UR~h1b|O*~alT?keI*nWENzOKLR&Nv
zs>fAI5uSp2G0iC;3DtmsZCN*@dlyROQ5`m&Bv~Xl!CDgCZzVd_B}61~iZFKHV>a=F
zPjx4^5tW!=Wig0K?ySzxK}s!UN(-sj*lCpnB9)9*a6=W%5+Yb3oE~9NBYIiY;Z?Ir
zB2pIbnG=+~`S#VJuZpW`H?m$xPiorS-yqBt*`z->(q&6S%9~5%qBj$a$BBt+$D+-8
zc`l|(BG$RV=kCRLDLhg31+Bja6ODi@^Wtr7y@QC(#33T0l9Q9u6FAD+;%D~sa9wWq
zd&VG-I&|2sTAxw2`&8OtwYq5yw1L~<AGRY3H6_WQf-b$q4E6l*0juYJ+$DgJ8$00G
z!Q@M1;hr~J&%cXz;Jx4NUWdQPoLm3A2elqlRHmJz*w{Ei&JH<nE9-+WNswLnRnVq;
zI^mCZuh44(E&GQ4*tF(iW$3MGLTP*-NEM0o*4NcNuji_2yO(KpZly-lr>;DQU#?B4
zM4x@I;TiBi(+z}vzwNF?tFOfUceW?5&LV72kv`dh6T%*3SZF8gbvM|)C-ER~RimBg
zPJOF>Hpci=KY7zI^jj@Fm5m=L>kOX_g1>o+#wHcZ*%=mvR*)#Dh-;VYaPabm_4W19
z6#A`jLSswsb>An2No-5)x^b$!WzKiwfnD62NgVmLSP3UsV)QwFc28<X4g;n9B1*6(
zGBnIg&gVH+S^&vnw)PU#qtWLm8k|ax#1#9}(sD&95V=B=>p4@C={L#hM8)F-2AbKL
zN0@OM6EP(X(?YqTHDiB(7r<!>{_M@mYIyyA44muRrZ?CkV=q<F`P7<L$Z_;{RhpiJ
zLe}`6&dMAc9KPgIYA8BC9Xau0J|mV67b^%ZXTMnt<!Bazz7rZoM`gv+DG47y{KJqy
z{f$<@g?e}f_1FHi3}z3$E0#ch1mQQ)SI)}t95e%ly-um@8PjRLp=LH-3o`FfqQ=aC
zHyA%LtZGvmyWZJTftR&33gg~rn@0-{I4>P0)pYFKn^j!970f1Jjh-ch)jD>{hr?(T
z)VRab2O9*8pqW1jVy@_Z!IK2g#f%ob{tEo!J5dIGx3I8)Qc}jTAp9+8qv~`+LAPeY
z$Hy;w=#F=9i?MG~y7!};nVIniv;r@ngK=yG#_fPda{fPK;YzWM^T{^?|H7A9a*h==
zZqZa0EtFX_qD)>M7EFqoo_Rr{0|NsMpqh{W)#w(xV+k1t@KJVNo=M?aK)V|?d>!G;
z8pKQ%z>l2l=gAyn$><Ayp?pT9kKIoOiLJhxWV0Sa@cA@)YB*z>a6R|V8|N~w;q-;-
zc!fXSCD3r@`AHPSgyBcf`$i@l7JwW7f<9BbrG4{{o;`wW-Ht9$C~NPxuJv)4^_gMj
zI`Q(FIsP}I8J1eY&FQ#vyZH$VKR@!Kq9TQ)Ejzc4Sog2GcvUczgo$0l8*RHZuE8;e
zRHaD+3sch#JC$Ln7$xqBVQz3#H8i!ztY8_uM(kUxs5#9CA+R&cfZ*VSS~8Ru4DX$L
zjllG*rR<ou!7xNgB`{uT<lD4cnBkZdh!m~3Dax$rg2733*|HB~n5TyZ63Y9&VRDk%
z!rEqb37S)gt;a|LQ=E-i;cb*|YWp+*+MA7Z0)rQ6Mf!ZiMhZffl0xp8jZ@bC<l`xa
zj!0I~kryOP4DIDs6z)DS`L+x}N0_gOXn#XEn4JdHaCWG0mc;YetO;hi-;u&;6(AQ{
z`Pw+->6+Hz4kcDuU<$}D8<b!4NT~>&i$TM<XK2LkIS8kC*ng{0eUu^Bty1ptkN~MZ
zR$7f3h=|8Y%2rm?Yet-g(z97Fbs`W7l(uZTG$~C~@Pcd#!q27E?WhMH{-(j=xG4io
z4jgfJ!yJV+%Wwy!LIxb8K{H>i>_iMhjxef&6C;Y{j>UMcj$Fx+-N<hPHp$jq)r5~5
z9X18l1cZbhw(QDsZu<WG`2*8-^x_4>Aad@>6Tev*8Q{Ag*RTCwg8js>sm-lRX%#6?
z4-db5Qwalc2nY(cb+xqIQZa7JQOO)k+|`C4W0#5&Qj2s&Wshr0uR&PBy~I)&w$-;r
zu6;<vtu>FiV{RW1T2ClWeTI4hx0y{y!1)<%7&F*^&!$-~V}?3F|8QgOm&F+D7xwbZ
zI&oIqEN>rnKV5<D-hgTwA3r^MwAE!D*<bEpnLo?_+Fp~37c=<t@=rZ#e;*5UX$e|M
z4|OWJrVe~CwwX92<aqTjecaW6@H0AaS7D3<vqVD%CB^ZBedEFRClyixKITbcrW(M2
zWh`bO0^0)Mi!=#%V~L%c;+Kw#LEqiT1>$CA)f0`IIe8rc*yu)Xu~cuRp6t%L^+PZ6
zqc5MRV07$~=)AcP;aAEswB$(3t#>-iv?X|h@>GqCcR}qndD^i(Q6IfRH7yfVIh48}
zO((mK+mhB?YrjIdQ?8S7lC1>C2s&Vgn{d8IdQa7gq9r}SVJ)g@qItw%7+;r|BL=%;
zV$KH-^(U15)nUHWXkJNfsyL(_=_owmjK_@Vi${MQYUI>K>0zv5ondYGuNRD|%P9~7
zGW8WP9)=exh9@c_WP^z&3bl?pML!=AmAYREWL%6%L!-i#%8U{xy?24=j>Ulxra{`H
z>R3VDx(@j*ZYq!m@_f@*F0{cE)EJrq*E<Cr5~d_eIIF{IBmbP>Ool<DR6y#ID17fC
zw5L+O?iUc){3C0^I<{V+zgd(bQY-mH<heYzr&7|Fat|gk?Z389WaZ#_rb0*mSsW@!
z@<Abpi`kG={P?yI2_yNHeSgbonC+zH8^!v6l_pP2YNFS(fgo4AHlx9MtI+^6pf;03
z5$w>I$PI@-HlL}JM1lqb`<7N9AU@~ccfg*Cm{)1SUy5@-j6~vOjOWc!whqU2K%|8Q
zeT|kry4~^c@W5udGa9*<Dv2Y)%g=v%%CTDalTw;cZW^}<WW*yPG6tmL3ucr15whE(
zC6A~1YQusiH+I749|YgBF=&#_W-UJDq>siNHyF*nP^d7ath=%{gYNu6;@|)3HSD@q
zH6M*aReqoR+C}g?+Zji~S%ob4Q#|d-H{4CUjA@qqT{+oFPqMSrvq&^49tb(V$i_~7
zxZX@(4QWnwYc-}?uKD=eJR|%=K*(U8VIA(c%KW%iKGA{0)EIRAXt7~sEbhO<xlm&)
z4-evb&!5U~^@WG;=F}EZ+>XG7`Bf=NLz43wMLfXtMMNaVh;4x<wIZ{xbLrYJlEfjU
zucY+x=w81{{VPR=ptT;(yCq8|2x{=RoLdZNIln8+5QT}X>`QPwaE)B7l`5zp%#MRW
zrAXM~pjqp+S&^~kZks;YPS7z%dtp0<(qfJ#pOmilDtH3XmQKa{q_Kayy-}&Occg~d
zN=bzsEj-xFAG9b&ibyX7#Si}cUBqZ?eIwtmE#li2wH6j0>mLD9ihCU6o_CTHHd0rt
z(Ua?BMLo(zwTAr@s3}rmdd%Oy%LU6y?4hH?YgF6AO9ZWD;b}0%vq%jX61Jr3hz_0H
zU#Le56Rn1cY3sW68DIDTGNN$!v03nFxW87vWIe9J`=QAWQ@pRV8iW$mv3qLFAOnd3
zf_o+WlzPoJAzt%dL_|Fc;c41>1D=NFT|O%{4CXY_;kTcGZ`I8bo1Z3Mz2~?M>8b%H
zF{&WovTtS3){?on7Ph=W6?T7yHQ6V83{)y>;Nba$YaM7&OC`~=l%%98ZC@EWw{739
zU6u0tFV$m=K*Cq`iitxb&us1*0uvHkEM09v_j*oyDOOGf{Bu{!6hVJ_dqFoqMa8su
zkEG(Omaz2FSmcF#;9kX(!|+YEhLVhIKt13h8B<$ZJCF>qk7@mOX(W{Kvg=I7nphcd
z(-{7K!xoElTALTL?_F09_DKWzF?djz?70!Ckj{96|D|=k%hld6%Zv}eSsm=H+?N;6
z`q9$8?MD8HIEHiPf#|6IM9FSGA^$oi@x>Fg+Ydc8N#hnpAMwf>59ZJ6U&&lr;pKLu
zXSQ$h6aG-3AGA_&Z&sQ4q`R{#7nOtq0UDRnwXTee4BMX>Jjq(T(L3XE$3k)12#iaY
zzu9D&V%gKQ3U!#MFr+asF!C!a(d{g%!WMIFk_6^ZKxBRL!k{@cjV6c<`xVXz!Ilcf
zheNKCS=wGZ^4c95>w2V;`m7kg2-Z=U<0&Q=9$OAX=1U=BX^aglC#uC!(cV!FU6++B
z+?89IEp)%)7ca3O7rk|JJ=-IW!Y4hwnNG%F)(u5{;zMl3NL)KpHX;;+sOcrV?H0kW
zI&>8{k$MoBy%bzum+HdPO5BGB^D9EUD?+HhY|yV@87b1Y<v7AIp}f>6p^%Iq_yv-Z
zRd@x26a71m21}n5pif3ZB1i_&R>~z=7P)8s^bA7I7aAAz%BNBspbNIpr|bg+G58z*
zKHq1}eL{)ifYtqFuwB8Jq+Lx~Rf`pakYnQUQNs^k-Bh`heh_5f)=uY3w}hZO1rOTW
z*_9IgaqKEo{mx|=h$21P7d;#9?{?r`S8}c$>le-&X{z<D^b0(m64Zw*e%EJTu4Ay-
z&Sq_GeKt%Jzwx%#mk`hq+8!@AAw4eHJ!V4XlzVIiW8rsfA;Mr-#P99Hy6414z<~{h
zKQ740IdxY@044uL&?1=(nGQNH!&tPaQBhI(=j-BfdT@QXU;(JvJohH4w%i46t1U`q
zF+n#^7wj)w-PhGwT3g?cr0K|Wem-vt2(k9wY3#Hobg|t+?!-Bw9ESSG{<-ukggn3M
z-PsMf2H9i2>On1;pPH|x^Lt#Ogo}X1!Dp`^H=T&I?}qeuijaGeK<}G1=hc{{-I~vw
zQZ47IVDA;`XU4|5Gfq~b6W{SNyRLjBGvK5?z99xx%rSj9U5hO*_r+hT0*iD!Icg8e
zNlc@NWpIU|sQgb0&^9mGqVMtD`bfGVfN9R25Wt&Xb(o;!<e{gJP7^jAm(5Uib!I-h
zx`m1*8{!$2^N%^r=9-mfS}sUS=4nnt_NvRjB3HH;Mo1G>w^B04)x}*bjqNPN&HQQl
zf8{nz^0qM8l#WavC}<0PdLKW_yMotrT;@+R{hi4oBisp^vA^u>k7CE^;$ab6jIqBZ
zreBV$5l1^h80D&v?_MK=qo@PJm6qy=$;O!SQjY9iuQr`T=U4=ip-E9K^4>{`D+Mfu
zr$UMfkF+jT;|GgI8diUHh+WHPfvM7DVFC%XV3Zo^vyu?!B>E2-;{k6REj5-OtU7yM
z`3T}5V=R0K^KLYgfZ}n1Wmx`X(@;IXmoUbc7FCc~`-Zlx8lx_kPn3s27U4ME+sc=o
zjRXt-At5@ln6>1vpjwto0WD>+P*bn{2E+Fln=jMuI2}g2FXrv`@V%}}3BJY{1cdpR
zB?SK|rmm`MFqkKuzyp2sVV0D=M?+#ab-%j1yAxHv@VyPi37b(9jwK%oI&7blDwtes
z^FgCu`{2p>_yM!#CwJ?pl$JF|_27X$IP7ciXBh{4*JZM+VcV{<_(t?cBh0tgSBOfC
zS2s821L2q=!otc84Gs3r&L{2aet+@v>htNCH<=6*<`a!4rhS$L2nUV+36YajJ`%(f
zJf6lUJ{e(cu(K*(s)1TWOg2LJUAhy(?x=^(IZoPaa=TyrvBT>g*${f@;7{z}Gq*IP
z*Bz!RciQZ`;%HL>$!h{Dd8}xLyj2b?6^6V;4$akrnfJP34h>FxUld(#mvmuebI*Jh
zoc$c%b45RKh>ETfv6R4zN#Mh|6V@wsUSeN(nH?=@wK$S#QR&~j;S>`3Y~Qpzd$or0
z&43rr@k91_M)C*D*I!oItKSb9K!`xSZ{d}aYzsp1Wu<0Rt@G&83gNCQMdBAc!%eYF
zMoyMSTGGO#2^jShjYxAra4;I*Q@J&$z`)XBxq+Iun7KD=ZRR}=M-oNHv*)_R^`Nhp
zE)8pT^#^7uLxF`Srt+#`o@s9PG9_A#3IPW8TaEk3=!-lbl+<Wiw*m>*5JY1W%*mHN
zu2)@X;Sm+k_e4d38B?MXuILgfXoMv=400(rg)*?ubbp6CcYgLY5-1E`u}^6QQDFYD
zS9mu-49Pi?;GzOcf)ymbLQsHR136drqJD_v9`#orlpX)j%a4d9)cs44znRoubwY)6
zBLd%3hPm7^46=Pb%9lpjG74v*m00WaR0DTI?n$?pKl$@6b|>&<d-CXU>D6=o)@v?&
z1#@&EmZU#PpZ0Khk(I)Ug6lw1f)&kri*Y!{S;K1X6&sru)LE$#ib!sMdtmc9Er)tc
zh!VSz@2<T(-}Ws3+G^PSC^)KDJPyW0HS;4xASxCB1vA%nUQk&-OM^Nt?>i6n_I&IC
zDsG|kFJWzK&rj=JmSKHY$H5&5N&hvJ(@1FNLWs8wQYz}GYd$6j)wEbMn)F?nEbNk>
zVu&O!GqdmE`Vd%3QN6p*d%2gdm^&Ef(EQd$e@GE@j>ZzZv+2~F5NJF=K1~e#`60AB
zA6}KQQyAPNpr#KQ&T`jE9(QSlHUMtFp6BX*c@hETsTTe4MjgfI8qRZd3EM||SqHHN
zwuQu}VGNr;er&u9YBVU#sjAff)1JWSN5xm9-}l>|0-esTq`tDeyu8fI#%1WNk!g8_
z&b;Zet&#bRY~pfk3?mdr4`A|f_l?jwspSz64S35PEgcM4dnTKN<({>URQOjSjVpp)
zq0au*13(Ominfqdk%u;@VCmpRKZBrr_FIf^9;T)0*v&2h3puB{+O@CrXo}aLW#0og
zetP4|?i12#k7D_-Lseu4{7cJ4l3pGXj0#A}XNmF^>HAt^nVvmrTI{GKIQCuqyQz;(
z@F3(7C=vM8J6S!kubdnTdk37Vq{$kRj8Y_MV24l)8H4;R1sw}y#lO@_Mq^(QHH&)_
zH2Q;xAS_4{r5vZB=<0Y<<@t080vN4`)dbWZ@+s3263!sl0SVG#7x{R|QSJ#5@HeO*
zO$Lfk*0K><Y4&2_w-%VS`7oK_&&e?Q83`>$NFs>2rcTYV3#LnNqF!FFXjiVNHGksa
zp`{%@0`)vFsdmgHv`Ze9z(~5Lq%HSjTWvOnYInYeyp|XKCAdot>J7mb^SQt6zU^XW
zYuie)+RgD^TYHo1^S4&)ssQ_`mncfK85UwiZj{kYBDte4%dA^<*K!EVA^VKj_*(;>
z9uQpoHpyPMzzRZX=-yp&#J&&>5P1d=uRo18xX$|zKyP@ix^N3$7v=t%i*E0%B<au;
zFaWs&64mwVAM63=72BifJzYgb7P0dW^0~WDb7f-J<!%{R;}%2`jI)^2oH59jP<cKF
zzcy^h**nmhgMLHR)`2(Jk77uzHiCa(xcV8Pw~6Dqa5v@N6x0v>CEi=pky%=Laks-S
zee_$OXU6u92acV5Tz*MyBmRui`<5eTvnQCY&71<>$izgfebvHLZ+Kl`%b&cq$l0ln
zeE#8wbH|e}{pvi~6DBeidGGh{GUKjYi;xbIj%f@}+iF}{T#*T32n!GM;EG}%sg(x+
zabeU|z>ulW-*8XN)+>itiPPaj?8@rvAp?Tia>8*(5n4%MG^`l!0T9k(Xk%grB6Ae=
zA;lkG8xMTT;uxZeL04Df8YDRH0<CyfL)PbZ$u_pSicgsJqOztf>BkFwcF4ymNM_8a
z^_*QhszQatk=AlaDBtU3KB^TO;V|?V7G8{EnG;1q^E;(Z9B|RzA@5~Yn||f~ULOP<
zcp@E;h8T-NjzDH#3(R3raHW2fM!9@cD*TEBl%J9+cm+5aH;7CMla=Lc;tda+;2^fv
zJ?s9?Ye^0jf*LfsiUJw0Fvds!h$$*4XJ*=d+$00ufETK)I_y;V>>@l<qY`=|jq!#{
zWsm?*rr*(IiS0@VDXjU9ILjV1g@^;14n{L06SbD4p`vLR)zg?+pR;rW7{*{!tS`2v
z%_?8$2fjg962a8UjC#?pZ`VGt{}Ow2{O!H&-;+T5^G)MCvqu~GUx9$R!B{fn=PUJ>
ztBd%6t0G3%jBiM{`ADy0qtwFy0mk03OW<Qs8lhtJh(44geK65D%Z3Pq4LIIzzy2G6
z92og}jVG+UP3+3*^|Td~BqL(yr*710O?1&A&gwZ?&pFwx-@dZRgD!#WiH-Q<(!c7K
zwf2P*m$~OJdPKl&<Izu`UwROjywQLQ!X4dgi7TQ7UpL}J)u%fT-Wu>381xR(3Z8KL
zrbFZhC@sWM8Q0Y<EV5j>1^fF#WLISOnIK|{yqsszM1ClsK=8(D+I6c1s-GoDf%&G;
zZ3l2G>(S-<>IlvzI*dKE<6+@f&ag*>?FTe5|68dp%gig8>$be*SHwG7ZbAo6o5skn
z^GqWX<96_qTvlcynU#+IN5caI{iC*t=WNl1{R<_=nAljefB;G$kj+_3Th2-Oxde`D
z<TnLJlrEQZR;&+=V~$S3DC?OVy0{iczR+@p4kTFiM%5=VR+C_nbtS7g{h%gWclbOw
zTU@0V)bte$LEzH@oWZHT<46r$<yk10eZe(oX_!Z}H6xv|3vNFD29m}fz`g#<$1B4P
z&rl6chM#*Ud|U0|4QUG1l1Rbn*Ml)Br-;LF{T3w`kEwMaBjE2h(6B=q0_U2-j*ggT
ztG880%HKNUIcM3YR*t362mQ!t6rhS2-#>HI@{TwPDItMIq^M!YZ>b7koX0{LZZs^>
zhpLa{)H6m2aIDt7cUXhT--o}YNN6OYyz&b*xxsmM!Par#s1I43GOeH<!qo%CB@8P@
zolMH^#)DkYrB@XuAL$C6iG$L6aZv}GWEjg4U|)hAFdjM9UVmV5uuRwDqh6|;8fUzt
zi8auJe-p#T$1^Q<;XSh*0P!T-)eplh!_^#*xck;VEgwbv8bo4`{SnhJAtvnq-Z>*T
z_x;k`To{G$2h;0=x#8W*L$=n9;2H6UsrWVfAbG?YM!$B{I~*d*7(O#{^HI2`{$v5y
zDKT1DuwI*cNsVshng45b(Q5*huY2K%HZsi{?ELU}PZfQQ*{Z#T2@qTX6k>2V08o&^
zJ4c(;R)JE6>@fp(q7Pi+Wsl9+y`+}y`aLT0#47xU+HS>Or{W-^aAGk7ehRjjt%F^#
z5#mPot`*lry%WGg)<RmdhX$qmjvb<o&%sEYbKq{xyZxXc^jLj&4vfVwX2l<{*+f4Q
z|AaRt-!v)<+YeDUBCw4=d}g6Vuz%ai_hs9KuFHNQMcpA*AdZuZD|ml@pY+aFH-?{5
zxrnh#pQgXjRz0cs#v|>1_!XFEMJ+2Jm7@Hmhy*7SfE@q;{pP&dZXl$~t#4Fm8XPv=
zK$ILg?_<17varI*G4U7~nrNtRN2rV$0V4Ub<F3Tfm<kxqEDiHzOOJT!S+vyf<Ma6Q
z321M*v!<d+g*de{8@fam#{9_yu?`QvC@wUc;k678c9RB5q>)T<(0l%%H%P1M36+?i
zRGo~HAjj{Q$@dMG@CuQ+L&lqPj*>zBhWNb*?fDaprxW_r9C4uw?7M_XaDmvMM6HbX
zRFEaC!anq^TuHxz6by?bRRZ=EVkRROkgD)KDs&p6gr3qA@{zUR=$<NLmdUPYfE;g+
z9^3~}!tK{6>>QKdo}nzf^!uKO5J$m4y+wi9iaPu@;rp3XP+SCgidfFTZnN@HEFs$k
z!P;c)AI0!PNF7MV@hfJ|gZs2g6Tze#1<x$6LpY<wEF-J61ZuFg6RCnhuWj#p-&$@M
zmz_i5pSE-^$<MGTSjyLH$AX9Xv_Z`nt#VrOA;~r)xxhei;%M2=n|i=P;Prpy>h8a#
zL%-9mTO!uVDV8q#UM^ZY@H&b{#n)THOr-pH;S+(rF&FB>czMlPRT&fPfiop2`H5i~
zo#FRJbEQTk0a2n29xSVtt^^WM3iZQ_+<PO_zTr-PB#!QQLJoR=OqvyvfLB$c%68d^
z_{JSr@=7&g_9jCkdI%fh<U@iXk<Q3xVCo0c9pQ|odD_r@tknCOnyv}mjxYLrk6mkb
zZOe~!TD}7p+u|PgtS#9D@`<{Sx5<WV-U*wg$WujzkpbgY-6B-x>6wnJ0|pKwH49Zq
z4yPq6I8qEHvr3HHyr6*eOhuH$0I`mm(iipk@ftvUHt#c*nT9T3#r(PO?bvVZ4JlAO
ztEiJ92do<HQrA8617`=YP{%wW%N!`(!BhHyMY?k7(puI@7=$m2J2*JV0mv)_;=Zu0
zV-WBl@WmqeG!Rq)-V`M`vbf|!cJ^aH)`-2gvJN$i6o_+pk_*LwQ47RrKmG&I>(1`(
z6fh9GA#F*n<(1=LFV%jK+O?)SdyvAm=6+=1$y9i6M}|+TXF9f)WKS{tGpk2ch{!&t
zU4NlOh>M$Fmpi|Vvu&SW+>q!y1ktua_Bz<~ArYlU)!V@BEoNk|+_e_H6>|<Vf8Tpj
z(r`|*(G3m+MJWYpDV;<Vew6Pov^Y7`xOS+7ig3^=F4AdyC4&f2p$&tKiA(5n0m{=;
zOgCke`Fl7o4pNN$FbV>2JBFe}Bt!}aui~wRM0`^SQ-{W~<QP_aQ)n#(q6~c2lp5%s
zu1UH_eWuMss8I%BUo$l0=th<Y{+;@KHOdHK`?R4K+yvKwZ$Sm$(VV^+_BScmT!&sD
zvx(Kxip`9EeTaEX*jU%wq{wn(#I<fRi)b`W*de`B&`)TeC_O2_P4kz+lrgaAdFoOV
zE*#+dIQ#WFp7S2;Rc^$p0lF>?+s_MWRw356SD5wmQQov21X4+J)%&go9Jp0TNC-hV
zRkQPIR^U<H(DOw<I{Uv%7|Js*N^s9gy_Ir<{*zQVmEux@^~LA<C*y_Q-d+scCkXD7
z_RiyR4oD60%mAGs&YFn7F~1~}fccw>EVt>bV{`LpJ>$~*OgsD^h}VW<PU?+A!3n8p
zsO6Bw7V{sUy;|0M9dHo){t518bNk<}dRqYf6nn(Vz843@z=CDXDi!E8;#rA>qltRD
z)`zZRCl@j|a+{~V5ai2B-D))K*J4N8mmlA<5X}MG%$LAEq!CVd0U&Y(hV%4sn`hnr
zj~A8iYOzMP>+y#;uWxUMXlQ8e-&X2|DJD&BZ54L_Zvmjx+yR&Q+}vClMp<AOdvad+
zE_(m`eC;`xa+p>Vc){OdOtOE{sY*@R6Y9B3OG_W^aU8R9a=gMLA}YDLxodEOKl%D5
ziGI4-0>ml!x=e&_0EM<RGlLJT>VKr5poltsBp<3{NFQ}KHH9tr1O^5G_3aHITG*z%
zy!;cd!+hxG=H~kX4UI4<Np&?fq3%-;8yg!gPEJkXo&SGowIOke5*<MIlai8t2AHrM
zaX?BVWj*-&clM?LmbaG|9UyKRsWoV-$f8^sNoB4CsILG(*>&_N1}r#_uL7fv*9MT+
z(UuYhiU9_M@yDbKylfpAk!xXk$zgEyhNXW+`<*$I-UPCXEiSLIUW@(Xkw_-Gt|oop
zRVpB|P;gNpuGFn;Vpx+aEvREOAIaCLoFmm3DZH+FM`!E}q)Bh@TTPOCVtb(_jBMTx
z`f3TY4hMG?5Kdy|mNl5xD_>F<kGAm`l}a<d&uRsoHfN50Wyv6GTa}8@eondiOlFm)
z7f?t`pp=oaDp`rx{jTNATgX~k>V`Hc>Dw^r(OW3Jp`lZ@In0cm5{g1H=fIPVe1-A{
znfC7tQej1i01*t;CxY<bIPPccaE6<Rz2n%)_18r%@TpbhVPeEa2-6&*?|T>nLMmDT
zIZl!W3=7pvCX#?;5CJbLAyQHgsXvw0burP0pg)7XI0~Ew6Od^QfuEv8F;n5fIp3u+
z<eU_G=0?EIsi?7?9r2239kxVc)fle)Ow7*W&8xB(GN7ivS5oEstUQ%spQ`G_)y~2r
zsVu@HL5w89JdGmt<g>h?dZ&^}zS8+%v!Zc~?qNV3k@%BWU5#jP@#Mx)M529uk^?E#
z8etitlNtOjBOgu&p4Y@a4SD@<V?N&h$l_g&Yd@+>{AOz);C1ju<lh-EQP{mVZ~$hj
z@?`wZ*+77fn(%;M+4bcvcZ<wg>85-XN1`_dw#~Z2r2gdWJGwtO5=i|!1r8fVTucnl
z4Wiy&z5OhH?O*!QLs>`yc=SRi3z+PV`sy5WTGPoqnyOrfXpOY7`|m3c0DAg^^YimL
zKqiyyz3R1)&hNB*<pQuS>f={0coaQo7FqAp%)~xGe8k}|La%PqDTXpTcd{IIK7ING
z?B}k|U#7KmT3rDB?}0&`xvVF!g)Pg!>Z$!w`+QKVMlR$zOh!iL0gU3_h5s<uT=$$&
zeRA<XG<@^nczJtbY)rr=$4mFV^o#RB$5xWEH4w`_8$rlIYiHs7V@Hd119{omo)ZF_
zF-kayR~tFrHJxWw4X<8zz61nV1@@f8SopmZMC^I(=I~$I;*h(BN0cqpn!JvSj~8BP
zabeF6e7<jp7kjXkRQmZQ$5YGoa-9G6Wu*4s$ZUMzKMR}DG}g9-&K=$oWJ;fWht+m3
zGa#;v*wS+n6BB>`m$bY$WBGG0qkHb6X=;7vDoam0FMs7O^gLfD1I7fd3xHO*2#^@s
z0?+vYe6`#jN&N%N8imu?O(?OkvERA0ZKnnCckQd<BV$vJIjuBTf3qIXI(Ydv@p6?7
zsOLPC7>`z3CJs+dbl>Fpxu5kSV0#(?63}GO7ND(Pal2WvnfM*}@+3;e=lHd?=F5Lg
zU|C!&t9~KT4|wCu>TAqiTVw$PlIWG|B3qX3m7uI23SC4@o|^)LK*r=06kKYyGp}r{
zw1$_zb$^Q{R-ZG|058^G@GP0dJ&fIix{=d-E~EizHF%(aw3LA3rfqT>c9MDY7<<wF
zgVvFiNI=X*{ZPlnLP-MUZ~&*7q?u?Cy-)&&$xy3s-m0^XBtJ^iilKmPM^!Lc;ccxH
zkK1@C8$)uoEd4fG+8<Lj)e(B6w55zxq|q!Dg<#dUNfkkjW|{=}QnHb$5-BLOhlqvz
zXtZ?_g)x&ugrsc|c%Ew%MWf1-e;ls1p#FkEl<^zr!4(iq{UU=`t>00UL*0K!(jn^5
z=9>q}WZK6{!eI=GD51T1Tz~kXci8VX!1C})Qkhb>`~kdTq|#K0Fx0k1d5v?9N9B(?
z0qpS?%pPA;(9bHcjD93&3=^7rK5#yC<CxtOn^#%I`io1WJn)pd#}p#!^t)D~X(pJy
z%}mru0cYx}A(Mp}b};Zx4)R7p(IJOCv14$N=3SHGaa3-x#4Cdm%In5*OQtV0=;TZF
zWR{<j_8JGejLW_Sq|iaOzRKTjZCPH6o_?J0{!gs_Iz_4E8PHU$?LUeYGDtzgkJ{Og
zB+ni>M9KdNegBSga8Y*E<%fXKPeK#~R>9FMn>VoR3fXUPb#`W3{}zZBoy-+RM7#9`
z6!{T7Wtms}sIIqAKQIY8cnSX0>F?7X@dpPEUhsMX7Kg~(+kUqJvyva?xH6t=0KMOE
zo9*%I{*UsVm@hMYqW8{A>+GB(=KOAGXiuzRUdS7;l@JDkRQzI?h9Y-&ALx|}Cs$U!
zTmhvuUgSbS9;jjfY5!|%ET#dlUCBOu^aV7@6u>KD<KsKF-SsJfXkP`;L>Ufb&OY_S
z(W0h8Qt05&(5hDX*3oLu`XBoyfty+FA>#f?|Eom#E13cqT8*-yoLr&L=^BDC7RB_5
zMZA~z^WElsTbp28;7dS{R(T{4jM+HB-p9+SEA3tmW%F5ieiw>@yu90~qgFP64Zx45
z$J<Asy2@(OzIpSe3xN0Dr)#XI0G5w?4b1EpJG@<{yo}en{XdxjCHmy>P#Jh<iT?#1
z5Vy=C_gl$rxw({pHWLb%jSNr#PXeUa?I!>J62CiIYIyTHyx`xLo_jK<L-r&s_W})t
z6s^Bx>vw}!>`&9|suW^=i<ko%j!X3=J{!H@+J*-0R3*B$D?Kr^SH%=CTV2~0b5_#z
z38MVyRJ$ezjYWH7^y?SfAB&bPJud5FG4b*IPsW>-goZN}mp%;vP{!y)D+yBkdeVi|
zdQ!$Sg`{GDqdAsOI!Ql$)N8QD1hfxCbWXygy5<FsUlaQTmm{}{{bun#xAK)RI!Q7d
z6o+zt;g)s)J8f$Z%iQ$W(>vNb(}Yx9_cXh8Ig$}kA1gS2^6K@$wXdtrvR6d{6#Gd$
zagmd}iPiMa?^gQfi`z)m5$y2mD@hc13bIfTfsPQjKQ#XxZW1}h9V~oL<Lp!=;UyVG
zl)R`+x?slU$|uyBDj^>ACkss^R1*n>3C@O~DGNhEs=&=p1*LE<mjw+{tJWpO@ayNy
zC?)CbqkbnuxFAPPm^O;!=B0X#zSS795e!kvV<}wzBCYY0Cei~3EusChpP1By#iicO
zsfXU9Moh9V%DM=5JlO&P2Twk3ZxAt_j$(lY{a{3?^gnh`i3|-EuK*QHQC|kX4uk7_
zWS>_#lLOPK_#?(A%<+$EB-jy-3X;{zLNqh$)Bl*4<ZiTB)%1IP;)f>%6^{IW?Em{v
zt@wAEcv&+BYj#`4Z|?0o3PcWXz_N(^)#QFVTiNtmXoL5`C({gtxd9H%_Du2y1Bh-D
z;irP88oa48aA$0sUqXNrFt<fk@vH@AZhC$yhZr%hX>1pr&4KI36o;uYoX5~hF8BBj
zvs(XtX67S^{^2pe@f}FgOP3-5oc+LgX$5*;0orm0<xRk~A+F5ub%`$gCr-gghJYW;
z?{Pi7y${RF8E;dx)yj1$-*WQs5U`tci!8Ue<OPl}mgxYn?g*ImwmQsLl@p;MbpfIC
z0@za30I&Px;o))7IHOise2OFqD`dbc%k{PYxZdsmyfucA<NMofH6v5-{7p%cpR9Ka
z6Cv8)yFX?lwR)V-dIcN-7y34;=8reQr;nWgDdB2v-tR^p@n1duy!$bm3#Kl1Uwrx)
z@DUhMs{zU3zZxruAzcSVgMFQzO2u5o*tWYpAiLd`f9<bRYuwSiJTs%6o0;hr2L!o0
zG`tb`O`jj132{OH<rpBR076J$rW*qo%1|5wl~MR|jC<7B*f^kECka@rXZ6i3Lk|m9
za%d2UV?+stfR28*HQeQ#`q}I~od&)Px9#Q{0@ywEzhe4d;@Wa=D`~9!0ZRBVxbXv?
z@Z$>8E*r^Zo7>hZ(%D+iCB3^TBbP3g638&PF>!HXs-M%0>6!cNjpT29>gAq(@Cc4U
z68yy0n-k4O6280ng$9XQ36RnRga4zj^Z>9k>M(zjZT+%tJ2=w4j^@a_#;gx(f|ed;
zK(!V=@j+#A5YeTnz9B)S7BGfM<)keBP1_OFsLIw?QWg42C0S8(t%6xOOuwaWXJoo1
zXBRg)37Kyj7R$2oG9Op5R=-k7ULtnt$V9L%&2=JA(;a+Cv>osZEs(fCi#kB2J+lsy
zQKliJ!8~Or6nbHlTaXD|%Y}*>qZ#K&Oc4*;K_)V=b|nc>5Tx|z_7q@Ih}5zQJPTW<
zj+w!v!lv<4iJ{QY&5~ZB1<51bKSHDdaep32vrvc``|mGfjBArox;KhwFBF1BD(d2C
z&tY#v1NeJ;5oYv0&hZ3TJ0ZPsxjH|__dW9-!lX7@3o<sQy6`|0`^xc=qhFq(_tRgd
z9fW)>@Q7u!zsBlifm3W>;h>n+r}AR$KP)loA)XXww)I`2o?SXrqxO;q1|4lzqJ@s3
zYNBg`NMu4*)}C3RO*~7@cl(G}%jW)T!MLwJ*pX`dPYbXyHZftcJ~ef2$3<ft(D3wb
zX+mlA70(CicbSzd?kcLPqKm)}ttT$|@HNHZ?6%dl%{^+5>;&MdFwT5=Jv}KT=<7j_
zIG#EhkC;nUv4#;!<+iy6e|(7<U{Gzic9C`tR39KJsTJ|EGBP&e;;{5Ep0vnMWmZ=b
zgX6z|{?X^2Yzxxs181WaIF4%3j_bEx2N7o?>HwX@D=yCN-j>Zq6y2`DFuOLfdnxpp
zT1osJ0|5bU-RWa{QIYiS<$bG*wY8IXQdLzu+sDhxc8zMZ2{(lrgQf|=?G)paAOum0
zABDemFPCrqjai7ia1e#kNB5-)@_`4tlOx~zy-!!7JAUkr+tll*sq|l8h}*Osa!WaV
zRQgZTerUv2Mllq$`%x%w0`O|X8qnZu0Nzf8ZF3nwr=INXY3vI!5JfWqj|4v2TLyy0
zl);jZKk3rR+y8`<<!UMY=dIKB>z7&+fYEI)cg8Dw{%y0@l9Q2*`k#2@89sT4-+Fie
zQCR_e7OxK<4&;zVr)|L!MEHU2&{H{XY{ktgZ*JG=jMh}uW&0FutLUXcfrTINVmS#g
z2*3|Mz^<M>SE(+Bx-iF#Jz4C~LWPYyKpN;Uo%#3B^+MpZia4@UGh%s2idssZUS4KE
zf{^zSGst}YLYK$OozE{^cC1&Ut0Ldvd=z^qstb?2Xk@)H6(Lh1ZHuYkCX$&Z{Tb_~
zj}qQE7TQOIVfHBmC&p~4JJF5DquLwU@dd{U-2_jEyZnu#dH%Rc52H~NZ#z1jil%yK
zyX_dgV97Nxev0*X6%ACd5==Mrt8$@lY{*>>o@Q<6S2P%HYh3sc{5C~yqE#*)`AShL
zJ!LpC93RYth=-&@ErkP~i^QQrREuf(&X6z+YBX5;mP%Yg(Kpk`fwyN9h4l`WhVhPz
z99063fV)u%M=*4xL_&W@^Yev7wscA>2w$k+n;NY^fR5QUi`l9Kc>RR=??a8VLJL09
zwploY))~<UH^4aU+*z~FEHnQA5`;b`5HsB5{$}R;555#0C!-khU%kPN@1kMhjjB{$
zzN-TM&m~ldd}<5teI-Ezk}D2r^_IM^ai*VHi82i4RqTu{q_m<ZruAl_^|DXdIc;i~
z^UOedQ@egv<K4xar1c(E0)J}Ax$}Im_UXpug-`5pX`*yYF=l7_tE_R5d)rak==O@)
zgG_NZZkPQW)6sfQPjg0&WL~4`&!*E<Zh;mzT8@jaa^E;zmJ;Pa(++*#3y}2U8^IPa
zzHe@6lG;wXADtB#Z@Dj@BCuZvr~-^EKngN`rrv&hUN8y11(bgnyNqYBj9-6F{S)EX
zw$)ES(~JzzDU<Qy&pwHfK7few{^aDOxTS^v{yaYL_n(iH6XWAQfdKvw8rJQ8d`Oh1
z+;=rj2cY393}p)-m%4yP%!{dnA<lx7gyg5}Tt#+X2K2A{$EDeB|H!hkj}s@WT1Y`_
zd}3lxKnXM!aLpG^4FIYU`>p`if7o>D-@i@~pR;^%AkuG7*H1aQPk^@YceB%q&|iTa
z4vg)iqpEjIso4O#LvVAldbsN@NP!pxFhpzr0q0M*&VK~d<i+xa06RjVjLh5PmGr=a
z^0K7=8c0h^+J&X1@@AKHO2FBOd0}oY6;RvJ8n!qedm5($>rbn|2O|anv}@<7->$Hz
zfdc>_JKBumfX!*@1+VKN@#ph5;%7nF**ro*Sug)Ju1&T6#|~vTM@yUDo}OR-`@ck`
zzX!p2m<tU_T8WeP8<|Cj5$p}d+gp<UH6lnwClcV|mX?*(0X}I4oa>G~WHwKLoT|>)
zWAJL7<uK8Tub)GPKo*EpM!l#_=zrVzc~(252wE&eQws|bR-<WsZrP>&#-z0~=EZN1
zAHsQr7sjE<)~02ticfl+1(n$qWg3j(I`r7-c*$2X&G8{HngX+Wf2v^~xT&fxn$>5g
zaNa0~TZJN_s<CJg(K5l|cMX+<<~JzCiZ!2?_#{J94N>J-7Vm_syd`aXqra&d1|RDe
zvK(r@MXW*j{ze(m#9KpfNmA=W{tlfH-3I4CJkJGI!5vcmEkO|A12(Cx#UK?z9j3s*
z0Gi9drH$bLR{+%2yq+o?(BnMTWX6BZ;KkP~Iae>$ekGk>Oc5#3e@%h15cG;l5pMcf
zQz(z~>6IK*I71Q(%P0Z1m5?v}N?=XhRgNygi2A(zV^m<?O=3Edr#h|<)!_0kG&Zl1
zR?~{l+E{6voRmc(<B{~J+l>8V<T!|SM{NH`(^ZE>{e8`4SzswyI)pEcEZrhXhk$e}
z-67p!&@BQYBHbzC(v2WpN-Et5(xG&}m-l&o{s%~X*n7{MIWu!)-(x?MBBoZ46{+G!
zZ*irV-&e>%*DIvf2$CR&YW{ev{KD3Gw>vKUZvf%KWHUez#bW<e5=w(h^+t7WtnOVO
zKhosMiNa8;Ef>6hdZh`Nss6h;l)OFE!|)TiWW<-CZQj{Yue`2tRoqhBt&-dy3VOFw
zg?F5?_+(2W6mhH&WFTUR-2<l+sbHHH;?!UI`TR7L62dSYz?3^5$sD2DxUyaT?IxO>
z6J=anD=~U{eHZ6<wNB)}A$xikJRu5l^UOF-N6Oo&hBAM=zO`uY{q=T@Aq+8oI4l|1
zT3q}Ty!QS7c2la)0~RCmdou4kRGBd~ve51BeX+5zjexw|!+nr}pm-~fuI*t>HWm;T
z5Lg)=8XD01b}?>a+aphDBBYHAtz65EY~sC|&fa}g^ZN8)?nsC}dw9Fy+v4Wm>$8lv
zJTo757Q|nJoTR(tMKa>$v1h!QGj+~Jqo@9N*6;{$yZF!tUj4l~U(c329g!tkJKdZA
z4oo%eb91ynUL*u$<m+*<vFCtkVHZCdk?jY+b%#uDJjmx90P&)8j;4ocjc?xI*1G@h
z(K0hztl4h5xP87qn9tI@CD^{tv)?i$;8FVHi}15rWez-C7M5TtSROz2vOGLCsnTfo
zFT<1FpOI@R?&|gFS?=}z5iWBL&AXNUd@jRMp<zMx6~XpgLW=q#P*~#Uc%9GUr$3@%
zj^(>%_XGmxE}8OWh*MdYt?;~CJXfr3SKrppz4*IwI=_GFzX%vOlsM>T`-U<f|IUB<
zuIG*{2E1AnaCXZro)7u{14NiQxQ6a?79M1sel31=ab&+=oqfG?4>DD0_0$W<TTq3G
zt3Of&7yA05z`bS;gM2%{|E2*tgv-Cat%sTAkA3%y_nrryJfFPdzksmn)78dP$tFxa
zAqFEshETj87IlrGZ5_5;-Kd#&7U6qEUzdZDDy4V6^I<bzHyff?uFenPA?6z~fp}zE
zwir?%!dB36*@EFqa?9rAtD`#o!pjYtCu1@1j$R-ODcAhnhNO|*U0tv{S*S6OuM)(b
z)BGWUH36njI!220WLt&*y@7~x+^X>+5nDdoUjsD?nuQSi6dc9U(hcw8s_Gk)$bwk3
zv{sNE7T(O@aeM`j(M*G}y+bEaunVI)OEBB#=brYj<3{b-%VK%tU9DA8FojU2%9?OU
zr2vF+f^5Yw;_RBNolAD=j|MId3&td5vdFMsF<K_wVzmXv9M~40KItZd)y^XH9-+hN
zBTP~f&o0G2dx8ZWN~EUbjK|q@&YDz+aS0coVVexIhf3PI?d2>54ob0xj*-1D9(na}
zX%X`*jR{3-vuB>6X<aL$fUCk6tW?GyupsXkh|%l7Gh>ExMkUXu+*Z=%Ocx%=!dmAZ
z&Pu40MzGuzy7A2uF+VWkqWytnpXvrqN!G`YTg8T<F8!RVx=YC1IrWXW+2JD*h7gC}
z(S;Sc%v*n=5J6ftV&`5&%ncTw2rLKhX?0>+4LU)Je<e?ydfF&aM^jUo$ahjKTP5l0
z?_1E!{TGol-s!Vyenj`LS2W^{1Vp<w=0^@iNk9^F1(D_CK6wki(}tunpJ9T>VnDPw
z7KohNpJ1K8;&I8R@hNG%tI^3AbAK0rimC{(NK9h>7d1rYM`%}n$KT{0gx3TyjM9~n
z*JscmvtFCBbE+_Dj*rnFSl&2@q&qn~50*@B$E3?&whm8DOuT3`{!?oh3jptf<nJZ6
z)%|zxE7V%v+#XxcV{l7w@K*PCch58B+5R(@P^PMK09QmA`?@33P0Gd{y0uEWI{8=z
zZ9kyP%9<u9^vLnB>J8BXoUeS<GDMeaW}SDN%67cOzM@JS!GC&4L+E0Fm(_3mqIsST
zygk0{U97|LC{ryG^xQmQZfS#Tyvg6yT1?kt`00B22i62|q_m!yDkEuoM~`1+^78UN
zUh|k%N(h5UQAK#!*mS?wN&pziON=gU(AFD#8a_V$5SUD*WMsrpP*8Y0P|x~NUREZy
z>ywVhxbe|wj{;&{dhpF6e50bnr#kfzo$^+Cn~>Avp=Zy`mowFRO*G2=WXAv|eULZO
zYP#&h+gYK@IDen1VY>3D+2pu5?=-tKv1;4r<CcV0+i0_iG7^B22!KP{4!^1zL|UY!
zqo+PwID7Kq*g4rMx;5HM>#ID}>UyJ8vlnp9S2}4vV8<$i@hp4*^)pvW#WvEpN2}y9
z$#mZ-AEx>22QrM>@RwU<=?<7$@jvfVNpn|^nN4vzNCnwW%;=_0|I^p#dh?QnA?lW2
z_Us)Mw4IohcBG3fB{fMvP00B3`=79v1Mx3;F#-ujsGSY-qQdaVfBh!mVCL@A$oWy1
zXOH)p@G;A7V@@x%iXh<{m3wSXk1z+cy*AOxn^!7Zz$RNo<+aYG1mUeXOgg-c8FuO(
zaXX;msH4D1MgrySV>)N0{CPXl9Y}BMZX29;?oRlZOy0J+i|*k&a~U@wy5JPw3gf7e
z^H_pa$0s8u_pIfb8G=c1%ej_K6&bSMj-IDeU1(y2kyz_MU*cx!7MaOwVUpOqx;Ffy
z?8;|j|0pAR|6vI0>zTESus`$3$RI6G=Yo=*H0P-4axU3qXCI+SZg)}VcKO1$Lxdap
z^kdxdmEG6hP4Fnb9yKd+A6MYD1ept(L@at5$BAdVzy8m@bOH{!JuVLvzY7n%gIk$E
zTh}mtdi|%;s&}Xz25-$MB+S>eCxYm)Le5qnNWO%&1*9aQTOe`Ypk>+H7=BQ;(*jDr
zuSA`lOuV!5j;eYnl=0%JZmpp=1tsPD@v*laQa(|uOJZHORM)h8lCCFZ$hP{kY58OD
zGBgE)QA0F^k-okg=QxLvsXo;*dZJYgEz;Cfku%`wX?H2{{e|fW)%|ocybx;(i*_S3
zGhe5-314(Lh5-I;uB-dgP*#d8Jn+xv=HU^`RO`)5PxlmE2VT#CQ~zRPo@O-a?YM*R
zb8rg4c<~-&t*OkZ*6_=yo#?Y?&$9L}t^NHoaio_fw!K@Mnzkk!gnNDB;{iN<NFbYA
zI{}Unu?zyqI`-SZ)YNB1v<QNLVPs}!`+n521{XxXZFP)Rv~uAJ7Z+Cp_(rPg>Q6r^
zcQ?B&%bawC<1c^`rD8=~#>E?q(U`~-ps(3TO-0oc<0Nv}s(ZG?ms4%<EL95+jVdiY
z-x&P4fp!1dr!JJX?A7TazNLs2#hAhM4W#2HM1r8x1s{cn0<qm}Ec2!g>x#&51T^k9
zL;7GVJEK3<v%enPNxb$=?r$j?Ep|q1rx_(H)4kJnb00!i?a~<T&5+0Xei&{J4iQJ|
z)p2uteC5^6sB>yfzFoHFO7r4*4`a(c?{~k6D_5+h5}jtS_)Dh5v6$?CHvEDqW8}i1
z(un8m9j97yr<!45%sM~xaY+dWWAZ6Ov5WC|#{2l7k(w1mT1zcm@Y0fyA+7i#s6QbF
zFJ{~WNbjElKEfd(_J@+Jx+6M_oBcySRb=^M4e;C?jt~hDQY%_CFTS-2;Q&%6FJ6Z%
zPg2Kjn1m&g-NO|7mSuQUlSJJP>oZo0R(!M!ZNXB;itPa3D=X}^Ns=fww<+BQ{_;_c
zM=UxrOd-5t2gPtjnPuS^(Jay+O)MFz3?*#Wp5P{a{5d282d)<@#<?ek2UBncCE_=9
z;6t5i+{}@evtc2uvcug$D$IK<FR4Ax=Svf!s@MBjG1N!Z={}0aNvTO-nbY{T`#bZy
zCm~=?_TXC33jd${cWW{ycdkn*h4R+C(?7zogS8~{>c?z5&n)^x{9ZfJ29?%kN%-!~
z4dXGIHe76#W~-nlFCR3#N_kg<=BT~?F++X91v&qvt?qqi>zZc_J1anRaFXF2#RA1{
zwj=tsd+}y>(KPydQqbr?fp19?-8)lA)qE9ai=emg>mgl8HRR93mw`N|HaJ1wD%JrP
z^eu!q<6$7jrj*Po5L<LuR(?uKO8V-5c@hrh9{`21Joed%QqL44-v{j@7a5)!PqMb2
ziMMXbpzU~xcJT@TX<=pCpFveSr57D}<hiBucjoWk(%()Z_Y;*J9$IzLQ8Rw@YZdq2
zMoV&N&?K)kxE-_wyLsDm&x5Ik4j0ARboKM!V48$&K}9lrcod9@(*bUhM@k9tKmzLK
z;1CTCDUch4c6WF0l$kU`7f<PwkpNfG>2Q!s2nv$g2vBR5j#F6?0N9B4@BC|4T3R${
zGdpW*g<U~|YEf&r)@{k3nvxQ=eJti}qNkyp4`}E*z{Oev0R8uF-GXf7z3>dr-IrO=
zAi#&+qZ1=jM&hm;uOGf_1flU8ze==If!i^%b-((}n>SRDJa(qnCp&LIi<{L@_S!~y
zqYx7R%sY(+rE$-roJOcroWSoWG;R=Y{+W2I^q2ld&vlTcRU}`ZScNb1Dzh9LBUXCl
z!h%N~`JJB~zu+`b8o`h~9Ln#bsr(90B2jC;>nIVIG0e*#v*q=vX#pcOYSq<-y@EVv
zic4G^%Ol-6aAf<TBj%M7cl5L00xY<na^merc}v{$lrN7;lms6@$QTj7_!$5Av40Yg
z|CCUt`!ux<>3mVy^ilaUB}5l8IzRWW43k9VG6_38u}B|9Gk^V)?2G<$E-b9i>|qm%
zWU>rMCTU{V2Z}e;@<P(YtWq+<WFLbja^!pr@NsDF2`&X8pa~d?Nm7D@hS+D37*~rl
zS-;{9uvV1$^kg34g(3N{-Jout;|u=IM;rP_yDvuzbw4JPPSU7x*8Hy-wkr@C{RGw_
zE!r`1RZnw#DZG`KH*V3#<xX}h>~{D-s8uXY3X4C-QqdWD&j_~{qvY=stN_pS(A%%E
zE0Sz9To95!(i#|0N`nDJjTMVdFdv}|i)j6xt%|`!&j^K6SZJ)<M(BT2Xj}%^5e`<@
zI_ZW=2n#3Tbw`*Q$%h~p0X-E*-7SS8Eorfsy-*G+G>&lY`yT@A$PpE~Q8;^|GA1!D
zyYT+;N365Cb&1H=`z@4r1`Y|Z>0@0j>k0K;Fc)=iM3A9nzN&qTEB0-8);CgoynlSo
z+UcW9UJ$#@=Vlz~bf+K%Zhkf6RvnGnKJ{!g_VM!4;VhI;N4DIO?1xt2jGTqVYod>R
zAP5=12!4?y7F@8hIFh|^v0=Avw)Nx=XO`}=QT!+fj=07VbZA$c!!Z;)NfBN5`}ZOH
zYW2iV;@eZl>oYJC)jmf;>0d$uXK^H2iI$QB4BI2G_r}Y%Iff6t4BeW`(j|&%do@#4
z6dKD)$JPZ>V=QAzyi9t%<x$&}&S5*J?1LNZBy*>!%~m*!-FfunZ=cUqR!W64dec5N
zisZ=bx7HC!*Nyw_b(-F9{cB(#Ix9V0Te)P<y`k*wueeEf+U`esG5l+yah5TgN3P09
zO=YA^lx<8fe-X76$2Br+L<U}%C_sqcL-(xPeNMdoC_{W$J27pOS-IroiMkT<jrZc1
zkBM_{gq@?bBK(f?O&|RHz1aV%7!pL_m`{U>av{fSNY(yTLGa!p&e&-4QC(X9{<sOK
zn>mK)R`?Hsw9I|(9PMYd(rEqAp<3U%&y&laDVL6*Z>6~u%e8er-)_)-Fx{SCu#$Lv
z!Ug_>Z@_J{GLkDxX>eFHyYD3iQXiON@z-e^jqk<%CZOFP9P*#KoZ$^vRAD~UnyUYH
z8g3x{P?wF)hy;#qV+mCgnIg6%9eBfLK5(>=ZtrF(NFOt$F90zNF2o3tqv3xnQpH-K
zxj(a_=UOw3AdO^C6cF5u4r!|(|Fc;1X>tNPiNy9-0Un%eL=*O&Nzn)6ub|YGSV$N|
zIem9jgL;zH4xtyyAJm9)CP_IFOn`j3SMd&Gl@#yScurZwADUkn><`yV*qhR*@?x8$
z4T8T`?aD__{~(o#-9=-$Cuk(*j5cI;To2P)XD~*w&a^5#z##k3#|RA+>zMxyRsU~u
zsYB9^Nz)ldBxXkkP2fO;lXc~uJ(OGd9i7h{6tU#?X3%q)KwgzNguxOoi&MHGtdm?+
zTVt-~L+UV-G>PDgkj`9)H@uHM{DKvGy%~bkjEZ71r+M#KYusfQz(Piw`KP5|$ozz)
znhn#w&AMJ()s@f1o{gXqguUe}JcN$lrkm}xoSNQ=gq~tNVJUnf_V_Vp;JR<X`t4cQ
z1Bt)IhlhvTb$mts%nE-keM|Z%CjY~ZJUZU{kSQ6M6?odbI1WMd@*CIRPkrA#foj@C
zm3ohJ*U$ZHK7J)m4-5W}nmSi0VXnCLhK6zVCvSe6(-Uxh>$4^NFK(||7B5>suvYCv
znjKo0G0YCV___9m)5-a7I>mgAs}t>|<a0=aa(n#Y)4-#r+q*uO>Ip38FE5Sn+^lo{
z!{VoYyUUUEJ$Fh#15&J{&4$m<X-$LrZ}o5OZ!+xAEud5EsQsc~>KKbp$zvVeokw;5
zKIsFs40gUAuj=X5*8Rik=fk!ple)ve5HX4MHf*`>ML@vTG^J@ymDc-?({sPZFaAT5
z>oq*JYS}|W=r0<Kut$M6ej;&J9{*PRum1h3N(Y7a@9$px82*-qh7EvE2dSQQ@L7)o
zrCOjs&k<Ot@aJgrCzf)_y^x?u2jOB==_Bw!8^goH39MA=W}UY#Thm!^&Ghwi630T;
zUp4^1nLF>Y4L<HvsZR!^13(~HuFs{sc=|yh|2@F2NkDYi4*<P_=z0@qC1Vxxw?mG{
z%LBZ>PGW6$y&-KZ&JJh-f00cuF(&|(tFvEUOj*4n->oZeFmEBlwiaA3Mcej8P7j^j
zxK=xxDRZ2ls`t|Av}t?wjg7ljR#v1&PjifklsDy_wOaD_7re1EJtY}7Z601o%k2*@
z9ET$q!i<0Uj0eVT-YO_4#IxWQB*HrpN(oEgoA+4@q-18w)ApJam$OG#G&Dppz;kLN
z5YR-e7g>>&mHc2T>NCup{GBoRd$4CfKSo&cjB@?Q|E#OG_xI@nyHJX1=r!(YDJYE=
z=eCSB+8Zs-t5we|v$G>Ky|JtK^9%00xsaV+t;=xB!`t=^nK6qzpLCj{zUOk(BQmj~
zCLDy^v9elC+UQ_8Qdl&@FBmS)YCUd3_9)^5bcLSJ4$n<5#BbtLpD@IqGl&}M@$J#W
zfAYA7%u9<SIT|@Sq3@IxpE9^(v6C{W$Y|Qj{Y6!jlZ7WKz{+dKi|p?2D$?5ZwzCT=
z;KgWY$W)4BT-`VM)mp%>09S-7;wth;r-p4SZ@7kw<_k8g8OAwwK#E(Z6spG+HXqaW
z(?`76Dh(toE2V02e&C}?RR3C-_P&Mrv{|p}5ShZfnB`LomZS{??&SNWGDu2Dr^;FO
zDovO&dkTL{0|q?H(v1aE47T+g*{4Uf;i~wlT+>Y{NCvjsUxtcu^MC(R%3<BndlOr+
zjcwL9GuoR*d~7_vKxvy{W@VOBTz~W59Ya|=k&WXPJ3#~30aZ1%o41P>=*3rmCIfaS
zTg~<Ew|D!L{C-i{{4t0aolR4dO=b;e^qF+1t)JXJo(Hm=OP@;pE5{!FDNLs-AG24A
z!OxI|nc!T_`GI{YYM`2d<lIUEII+xE+_qwF%t~?%#XtwfE<&w=cYu=ETg_np&@W}A
znQ(nCeLdsbTt!V=9HW~%gVlZ|A0*SV@{AKuw~}T&$=+-qK-n=sA3y)^)kf~-<zDl?
zhfCrEKHT;Clc0AmsRnyXvQLJUwnBu(#6E-h<*W6_iw4(#8G2X+aIz@j_Up;!1zqls
z%0n|VY1M(ZH+<Q{oM_>IJ(K;<Wm)3Qf+addW%JF+B#U~kDVc@t2^&`9TNm4lhgs{x
zyu2R_Yq$P;<WT^$=yzW;`Ri}G{ZAk@b1`w!^tJPICnpuRp<_DVIn9?>e|tTFL<xZM
zFf{7BfuZ5R0$5)b3)0GI3w7?`IYMR$^Z{12pg-p1<Xjlde|l}z8^;O|Je;nV7*J3j
zzpwqc6aLs%PbWTHc#&_$Md6sJb>1}DQkFEl{uGd~#QSrNf~LmCKj_6@=>T0}`J2|u
z`Tal7ZEX{PvRL0S_Vnwz_(#F#L)QPjTzy}LKf!ym!i(Bnbt%$d@4F*x6Sb~~d|Rtc
zd6LgvZ%<t5VL^a^Z+$sw;;Z|%JMU_$SHh<oYa1Zu8|v+6#BYf>{;TIue&|`zq?6eT
z;1OJ!OkUJ?j~1n;X9i2Sm=0UuiVd)3!D2veY~V0oV|mZ?j5o*LINu{J2E;sHPt!~K
z&AN+Py3GIx0~{J=F(s~mWWB5L?9t$&povwW>?_y?&qeeeoH1T2&k&ubHJ$PUOrXPM
zFo1MAB`r-xB0EqsptrE*nR8EwQ;(sE2u!iBIVhw^{JiIWKfL=5l1vpls{fA$o(MWa
zW?IMb5Un5;)w19u#USWbV5D<mc)>BNz$y$;ioHa=(|@FDRNPf_qG;=(NH&V7bAH;%
zk{Own17<T2Emu2Tjq#CpR8q@79r*<Qrv>1{)rx1Bga7zIPtq43bVZ4G4{Ly(>gRz1
zQk2;|4mm<vCY@@J75%18d!PtQwO#+Gvc23vNqw;vj0BcI90ohXl3|E?^dL8=9v<<u
z;jNacrCvlxXs}(7<C~b$-0-fcPTVXliG@d*-Ks)e`7AO9HI@2BFIKV@{q~<O_6|m#
zGN}vd&o$%RN~E<1<{I>c=D(Pfh$f07Hr|GStLT}7=$!t7vV+ldjr)J0mOVEpOnwab
z$9NUyXY5oUg6rGQoIu<Wu3#1d9ez2DC}+;haHF2hXBcVmi45EC15zrLv9QK`zS!I7
zlQ<hNCq(FUG+CLPe}1+vT;F-LlRxeNQkTWW#Z{@S9^OqY0$<)<pFZUii#KgsUg=&r
zP&Fwxo|Gq(pZ&n{GKK%72LwJ1Jt|1NC29M%XCbMTFW{^A{#l}ysOKLQAYunoQZw&y
zU9lEPe8w@$$ws*%8O$i)e7;ZHJMFvLM?41(%til$>@cn9smtq1huVw5=h^-zTF>ol
z=rNhNAqKtOXua!o6v*4910r>HGCaTzSqo4Tn#X80(Y1Bh_#s>9+4h;mDe2oHG5oea
z9y}T~Jp5U#{v4<%ObreHWr1FQ4(Q(3FD1~E+fFZEPJ?%>SAptWGVbt1i6r3;LxU3i
zLvVP<8C_;NZePn@KDjn<_2lus=*+O~_XnZo;=WsCW+tX5S`-X%R!tQZOLUR}PacEm
z4zbJ;7;qTt>mRiKjdfiGuI&BifVZ`v8uMu$1iEA2KR;6E1_qQP_<^5AsYK_WTDC-{
zW3Ay=t&)bU_5P0^KZ0iz#?O{M$acqtWxw8g1X|~f^TT!V;X@BVYNb|IR?Yzg5y21U
zvpu3gKLFnNWmtW8+(E`g`M850pwYl}q90&y-%l741eF4yruQBFFtV_sre@W)+F;yC
zWE%YXzE@{|=fEyMfi;guf)Wz{J&MZ*Z1wx^>xTl-d7MgNMi}uHxXVVBBrV}<6+T~{
zr7r*1<K%=&xo6~xK#Un$`TNs3Iy&+?Fw$T{w6OCekH7k6KC{5Y#)!LFzno4v3T)jE
z1-oOt%~s>a>5t%$?d@&eu@$$W<x7d7j7On<5`pj83MUO4%$BB_uT3?yc#<oDRMBa+
zZkK8Krcj^f)b%yzh<l?Ajhlt#psL}c=})v;?FxARvFE%QY|@y>qO2=qqr-G=hho4r
z*-m6;Ws=iG%J($9w98d1@0CcygfXJ(#!J6PvqOv6Yu-Fj_r+Fq9wi8Y!00UT>@<Rm
zf*-Fze&fxN9~fg;!)mMqI7x67G5A#5k>Qy4A{9luf@Rr7F<{eh$~nbbkv3U<R1^!D
z)=ZA?Q9*<wo+`Y6ZHnkabuM>BLPpMsYKX3)oN_2B6dO9s%wParf7W)CPqMhMnQ!{b
zZp{j&7P3hkF?YhGjN2=jb<Oa{;C?wCt50@TcW=jiHxuN$+HX5cmHy5;flABb>X7o=
zNRo3pTy|m&4K`5$^cGsUiXw>OL@*uOr$R?jt!)5COQvII7b(jY!N^1t)hH+9U4M-?
zuo|XeGqd(dBnakXTw#%Cn^oP!TsStt*@9uXL4Gw_{i|kTY+=$1XiEph41wvS0~)-L
z_Y$ViIbvk)*=$<T-5Q_-|Es_lrj`JcM#PK8-LBo4!X;k=sr*)wLCHx4Wy`}lvPehB
zi<|Rxb&f)btU=qrpFT>#S{JIyn-6v`mRW~pNFfJL%F&5hsVWf*pfPV)OET&Muio*^
zpT*z)p8_)j+rzlqHq2?LXumY@Q)NWTM5zq(yIsQTMJd88&ipF%zkbk)21C)h;O>~p
z0UJNU7R<J%=0EVY%uk6^3J&!K^3W18+RC-#ns%k7irL%#>_d-wsAeBAttoyYvui06
zU5_CNv0ESdDb1r-h(=|l;|{&8lSaxnnG7}h&_2~G)op2NN(*sTg^!|MkNQs;7G8e4
zS;Vljv^`R6k_64Z9l92!>}>|xfd9lFKL*OD{qaPvcMrxBr<{w0pPiol^i-<l1oEhW
z9V_}-9LSyYVf$$utv#uX(E1bcI?nI5rynhLpN5X1ACmgJj{8(o$5V-D-)P-FwEJdX
z^<wLVa34p#*$2KI+C(jr$&!Uh(`fnqoDMPaY@)FsMWkl=B)^1&1X=vCqwdB0S1K!$
z_e}_B#$lOh!MkX>l;cr+pF}OY`dP4plg0G-vz~>e<qDICZT#B4ZIGp)^kv~!5dG*?
z>m0hZKpv~gA%vk@Gn*tYE%k-F+`V3)!)qe*Pn}9+-K<LICRtl8E;@AZHhxBou5cHn
zBFkUx&w=h?=2j!G4vvD!8CHbE!hCXr^|iuq<yol1L_%J;aECt9gy<bS2{x7p8DN*o
z3bCA7eX00CT?Q9(e4qzLqtVf(!cngg|K<^;Gc_h5lu<Y_N8u~4(nBhKbP72<s>nQJ
z3Ho44ft@AFUI}v~m#oxG({7PjgMq+BH<z!N;ReNc9@7<*EEVT{@Fo*_I4i{Q(tPg#
z9^h63zuFUdVtB%LxYgU9WE$HtyxTkO`|Izo1+h7Lju(q@e=}V<pH$|!|GSSX7Ks_u
z9aSU41>t6o%3*ur@i;gj2m^-zo=1=qXaD6VLr#wQ{`!(H=IWx>QbWi(*nX$MBilnB
zuLjLDr5~s;M4}2%^|IK))op5`1qMh8cyS|>UR!UE$D;q~^<XD(W`s>#%mY!3P`WCl
zA*c3c%V_ZeW&d_>VP&#1s36&*&yx8CFS!{}1Mf&_D1#IN1{4eF58Cb&<G564rNNsy
zkMkAEZ~9=>M&Ln-y8qU;a>+x8s66tTg0bL+M1Q%AR1bjbR|zbO&O$Wh*=cD^0Bv%2
z@IATg4ZP~Ty#n)YUj3ktoeIhqZz0mf;N_kiiePF4*w{DV>Nh=oYG$ShHebi1ayVlh
z%--zgU-E6a+4)DaMib=m1vp;|KNkZ*lkD4i5YD><0CnpePwqA3rpxrfX6&WpR4?Zn
zWFipKErT(Kp|SB12y91y0m}1Nuf!G_J)ir5UiS>_7F`DA?#CYwzr}?X%O`Q=2K4mw
z)4~$>OgT1Dxl+FSbJXIbz2BQ%8!TQ55WHEm69pa>0#FcZ4ORaWbz>mtj7OE~1{^H4
zyMb~w3yf|0XcTME4p1$H@DU)_je&}a+X?L8pzZa#V~P`4!Vr0Ye5W>UaAT|o$l2W5
zx{EPv!=%{<3yfw`)6($7he^w}t5}ry0P#$Qhb8>z5%uFZ(l2FYuYe0wx^#S{(gaY`
zs`btwb#Ql<5=>u#1}h6#{5cnZl;foDJ+lQzN_{r7dne(;nvYsk)YR{R_W-Ob*ZpgD
z)orHYw}eSAdiUF}oSnTm0s$Vb_JBA1@5u|kjEoF2z_WAu{^o}CF(5`44Qo<|@_er?
zb`?AEZY*|D*9N4WQqtw56BU+#Ezsfk=<<GH+eMf_l+e=P;$1m?3;|~Wj&orAp>E)r
z`KydgcOon2SKi1H(?UwSBZr3<CXFIiRoGZ6TFUQPa6uXay#)x{n)()atAS{uj=z7D
zcH>j_-Q{lqcM_UHcACuValSe^mhMbVhu7P{F)aFM2gRbM+>jFOkM_T-8tJ3kD#dW6
z3G*3t>*@1p#w4O*)%Ilw2o>!!Yjo1sUE)HgQawv>ndFI)(Q-dy!<=ooe3lhol*x(E
zGpDP^uaa4#m~Bz&32jF#VAYd|6ozUu#!C$nWyL5(>8`qUIeWNtJRFKd+Q~4=r_s1j
zF*{eQL|OL{M@I^^Z;OY7CG2qpu4sJ8#+Kn}V~;c%bCbwp%+?%<3rUNgdc65tP#drI
z`laXxo)uXV!N6Sp6HKDVw!Qp@7mwtQiQ(VEdlsm4DcVi+5L_XqlXmKSi9?DiyxmfD
zu^h1&xj8T_N-_jYNpAF<<Ehs>{I6-j+E7$(+bQm^Tg6~UvR|rXVf+Uq!8fW{0aR|o
znx8~MW7rEi8BBuX??<pYuZ6Zd79A_QT8DbM)9Bv!oHg`SB^o>T@|TA~Aul#^Bi#T1
zW+v!t7EJwd>A(0*P$@xh(Dsms-tVB@N__Ek6_Fi_IE00e`O6fsnlSBk_2nLzpnMY)
z7r$Pbn$kDCBJFiI{B}|L?G>Ivn`t0!WVyukraDgc%~A2KB>I>Xj0fbt%}JqT`l2T;
z$^a%@6a$fJs&T)cjBk2LT)cnhS1{cP?dGG2Q%d<77ftsT4)JKD1>?~O{u5p>pAB&K
z@EB`!Tke?t@Id|M-{Xb9aoS0YRCS7wtI?<QCWb~vm)VjaC7mA3CMPwOB_#y~4?Bl}
z>^7PCEC+Hk7blM=(Ry!5w!CIIT5I4n@bb<%iIl1Xq*{GWHEmhRuJH6}_Z!j&ctQ5k
z4z-3uGl#?b?4m<`g2R$Tx*WNqPGf2bee1#9`<W7|TZwTGlw>F=C<K7iL6?KP_~+&U
z7#`Uqu;c>EKq^4R01bY)Y$pm>I&UrKF>cUMOn`x-oS(P_hD$8bOcPEbEnsxzSey0~
zIsW$T+eQF&V-%4}R1sgMox}jD+*?_(EYs(*MHW`gyHqRWFDoN657&pQ)rz&PW8MSO
z45Td<ph|7P&(EC&Og-(7PEYn1c@NM1?hMM-wG(+7>?~j~&YASxMu>)R(l%yk8)PCM
zc~6==bTA<22x9<iJ%Bnx35kT<H7CN1u)9A0>D}`{lHq*@KScwR%pz@2!GFK6DZX}6
zy_LrDHWV$!Iz)y4$;oN7=vW;T!VV>wx=dz(kGRzHik08^AKfmLVp30pc$Y9;OUFC|
zk|oI4cGUQ#BG#W4h$~gK<@1Gz83v;JrPAwJaoVqTt}owfS=!iO$-s@lO=MD^Y%ydL
z+JXPjvtuS&^Wu%$IIgfcV{IpEkQWQpGwCSrh^jrch)h1H2Lh`@IEqE%7g?q~eo~G-
zYYn4Dq|l1BP3`?6LdDc1?$6Cb`aSjIcH;2bSrja-aM$pp2?OD%tr-?QV~P*86_lXO
zTbAi8Bzei!P8Zv!izpM2@ou|PfuIZAE%FquWst&8%UI+R7$Rg~A&Mkj3~bIO)Ge5!
zL1Ph*1jKNhh52BH8V$tVp3yRGK@Re`aG3tA?6nCLjg7g~F^?g7%Naz3$Wd9c3%~!8
z^ue5n@=pV&MfD0t`rbY$pMsx?j%bE3?ip(z4y>#tb9uXz7VIGJ$Bt(vnWpK!UC=tC
z#qi6Mt_`8+h$$9Is@F7SjtV}I)T{_%W@cxnWtR@-<%`cG(4f_zt?9`Lhzs$H4!tJF
zx+TQ(&6456UDIUe4fbFSb7V&lrn{7>8kszNfL-BYecvgy--B^JBjxC^nn^H2!!1~K
z3`#T}pd+^C_XAG9;T(`tExUdG)^{5G2BdV0nXkRFJ(i_<y|Az(Ndy6}ip)~53|q3>
z-S2e*%PB`8+4>V75G%&(w~YVc>AU|-&PPF-PJ)Zzi9Qvh+{uDxV2r^Yqz&gaHLZ-I
zwBumqXhe~@)>r(Kxv*<Gh$Ul}e^`8=0#d&CCq~fZ*EMd}b3usfbY7eCPQ&)^-gh`e
zPY&9iL;Ns{)}BcKTV3*R)}wOBT*O<t@;!f6iiEKEjk;MEN8lUy*l)c$3)T$JoPN8#
z?l?N~ssc4s9~oZ%?Rt0oczj%@;;Y~B!se!>0uq^=Je^+Fs8C)v+dk0Mh5yvGwUGos
z-4FGP0k6g3&{v>;yh>lZ`qKlH8hWMUXSI{2_vJL@0uMsz$pZd74=B1R<n>olM24!c
zF(+zWMBI1zGz4~HQ(3*TwPgb}-Ot&X`}NVr=pWF{4!P3;sC{1%*{}L=UZ)m!H`TGc
zWny^E!xF%a)r_~VT82<4l)$7}pnvtK-6!U!ac9#`bv=*tz{5mmO87Tva8Y~!o$(8M
zdt`RMb=Qv{D!-gWegjRVH7Jpl6KS-7zH9pWHN)M+Hv*COIP)H0*Oyv^?Ps>UfnB#e
za6^_p?Yp(W7I;pF)ze?Vj%&N;etyPRH~Y6Y<ir;!Aeo|#8oaoOtRzoPARoKExPb=7
z)9s^n2676gotWSuWw9=Sj?+0ZU+WS7VKZD9m1EcP5kgTdF;88ab@AjbFf{W=+s@9;
z+VWZ#V@tD<)Ljk)4&_@o64xaMp;IJ<WD^q;Qt)<Q)>>}bd*+Zl^MilK!`QBmz|Op=
zP+4<U#zq)oZ}xuTSJW5u6iwYyL`}eF)Z@0D?GkCKc)p!CMMb;H98w#JgM1fI+}~N<
z=CV8NwY#QG_xTisHnH!e^?O)$ZFEI_mBnKjU~|(BVkg9*`A_H{<R9v7hp@DrQ4<T~
zeO>7E^eem%dKgBc&(QDfVx^E_33>VEQc*051;`ZK(Glb6BOlJWNvSWmB&y5G(XON+
z>=;j6dUOyW^|6|Mf32X)!i--<y1VMBm<kabZ#sCeOs(Mp)H}=086WxWlo&VISN9y4
z8!BVY8X_xc<!>CY=eCy60&m}K5v<?_zi@?{CdLznG!#jFhQfucKfUiF6DS&C3`PB+
z%ZY<3u>Pu}N+S;9!_;7ct_g0$;nzHgAHjUtgJFO(WduKqWdF4<VEv3HK_JKhu8a^E
zbsiVAPJ+VcNBWP>XzV$q)V+mHLK^<jP1b|sg4x0qZuPvj(Z390KDf}^Fp>7;_?I?y
zuX~xHfdM$c;f?j+ph<|pwgxEHkeqqum}iD))T`TT8{}Fx$R!u(`HwZsi@k7*HRPR_
znf)Jy?R|50<Hy*a_ZJ@TD9l#r>C%i*NuEquS!oT-()CKSeHaCV?<!c4uA#ik`BAw%
zJuB;`mClGC7G%wxQ+oWBh^%dmO6Ck75>Sfcr-N}NV7e1`qHJIX#1Tpfc8jOy7Z+l#
zLNreX>ko{$Q6@&5Y>tk4ID>x_O_bmN^`E#Ws}pX=OOCf*YLSxojCJzVzpk})sFSZC
zRv|R`yG^kn+T-%^yWc4yG=wOQk1tAeR>BZj-`5lou&<zi0rp?8$18u-t%GkBlsX_$
z>^=2&F>1^J^%)rKeqTzsilhUMO0;!fu-Cm|y!jvaKyq?&rcZM$s<b<S#XW>!Y1e1=
zO<q)_#ivfbUo!9oJ0XzHZ&UnpIqvrcfDd2*cKmAIzSi(+!pN1o1+2X=HPF}Z`?gHz
zx&h|YKxVai`10k(NNx_8U;%l#q!~abSCNue76IPg<3OzWBa4?<#<-E+6-z4OktQK0
zUL<R<nR4?4!vWvUvC*2m6SmygBrfA!g@qEf$a_l~@%3@|BJ?+X@wWX5Fs-f|8Ctj$
zc{v5(u;Xf->xpmIQh9n(l6IK^BmC^KErIEqi}rk$O<%rzkwS)NKK5nG9(LszT2wBO
zP<iWVFjqppS$Dq>&8vd><$=fCC#BkU8XZ}FZOl<2E;ZL5UZhH~)d`x;vtMzbg@ivX
zojg^xDQb6=4Yh~~r8G5g5f(;Y%%imvY@ZdB8Hr@Dj7qUkk@PdvD4k*Ruh>M|k$vi6
z|Jmm*rCH7WfIp241ImcONN_(#8bd}ph4>x*@2R)!*iZ~PW#$nnSS*|-Aq7=KI9Ri1
zYr?LIa0u5(N65M1c96pbe{V^xypRaK-9`Mpy&vR`!y9Ascbqu3+6q=r8T8sDWV5f+
zo6;}C+t4n~lf?y^roJ=;U2uH#FP}#tG1RFzh~4YpPu;sbdL}1F6(4vSf4eKk8xBiY
zuEK^OjFCYWkJ?i-Bp4A(@F9m9gA6v82QkJf5e~!Lh>^?qs8|K<pmdw4${`ZVIVG-m
zjGN)Ay@bRjhkTlfj!g@aY1e&t32S=#$)&f{aq)|)%#)gkB4l3+R9XbtMruS`%%fAa
z-YR#qM08_53<e{Mi!SwnHVzI0AU|~xoS571V8IV*hUcU$Z{dzob0AI$Ij_}@5=4Cl
z`dS5f>><d+g57M>vWmO+AKP<8;gc8?E|;JHHp3%umuK`_rx`keaU;+b(M2#?#8`k8
z?pWlVLIT7p0X<kLDDL|8DW3YZamdY=^)pKdcy`5RCG_{u!bX5G29l*Rph%pXGcMBM
zXmqFjz!&XRjJjW%Eh#zeB2*PyD=crE+!*t|ko|K@+xeApKDe?twfk(3FD{xMOG@s`
zYs!6JtGc6yfor>d+<|}6TNgC6{{Hjg-dj4hp!0P%(X**Gn06A$1SWPcFizI`?A#{c
zD3ZPh=2dznI>yQ+6NcLW+k#i;3yO>eaFwJw)NW0?sV+Fwf|l76p#CR|r~Tj?{(hOY
ze%Y#xMz#1f?~+)4u}m8*Dy_9m)Y3wu=2?_JB_@E5+t<Q^@u!{89EhO+-UDoK{F}>W
zfn}BvFzPOBA2jdg$sklM{f<bMh_k8!Ld>j3o;^k;Cf<UnF&t!g0&%}N>(@YLljLLm
zFYL6xB)m)HR|*X;TtqM>REjH8on5P^yE-~#>f`A}4j0YhPbp4Yb`?Vn--uuuU8~68
z(OzIE24XATzJxP2?dpamjK2=NCl(RFH@V+7&RMmOlUI^tEqGAh)P%Qq$`2OGfWMn{
z^|b0FJ)71dN9Of|SJk$746AwOQrOxD#fJDYA{U}?L9TElosw^z+3b-6^0k1hRzB<0
zl2po(v#Rs5QjLYtMnr_1RcG8dA6t*^8{`bwusBLSQ)3#Qz(`CmLMG=pq7kYIeMb`G
z5$&ATu8Ehc5mka6sk&L0)ba*ujVBX@!Gx!vo}d`5kLZHJKPpJY1hD+6U>LyL+1*U@
z5x@egFQh-QT5@2p<rri1t2&5!g$TmmuQJtqrJ~DRy8VlHCLSs67||=cR2OFc!`EH(
zpBtLM-J`k7OQPKl70g4*u82r$%jXe@v8o?Cvttg{BU$pMbm>~|fvK^$mvL)2BWwI3
z)D#&=vEg_{?Ce1V%m-3Se0a&)q8d>tAtNHB5lUe^BmEE;s5QN=TPnUkDb_gyW-OKB
zv-b4$r9d9(Y$e2VQn|7)kAhJ=j35>_r^ghPlc6=1UQjB=$C?_i@)N%PbAE^j>YA!(
z&#V#r3kd?e3i*E1cG)R=;lfj-JQ~&c<HrxxvhAC6$?Knz*Nr&zeibfev+aoFPgxc1
zUP>nArh9p>7KZ58**2!Lml3v1R_&oQ&=3wtG+>+;fRaEDL>upW(>`}_aw1Sl$oaYH
z_tMMj2rDJ2&O$n(Bvi*bFwUHre$~T}4dd!*O3j7W`I8{^)&xn~u=rKL&FqejYOY;M
zydHEk{mog(CoD+1M@N^Lz{&ZuJT24P5g-3E4b1Db3pO>Bi4Wjo?Y2v!jeiH(R{!y&
z*`leDkteVkU7)BU2q0j!QUq!y#CuS95~fK;j1~r>!d1!Zqn}=umU$mQ<tiQb0G!uI
z)sVIWxGeBOf?j78-}~>$)W0X{TFRBrhqH3P%;xfR-&HtW6{J`1(LH%F@-7b!Cf2#X
zMf0YeJSM#b?_`*z#ys0VCWzf_SxMf@|Jd)Wf(Qcs(_av9x*{5PM><u3hB!*=Gmu1n
z0O5R}fUFrfiB6ssCQwE&O8T9-mFjT31ad||FvG1>Xhq$mKpupsp`oFNYtv>C$j%JY
z`s~_rjFKdfz4)xx@>!6dpRsy+2f)^6Hc}Df6W6=y$qAGE1Z_?yO=tn>I*zl~_0;mj
zdF(VCt^dI!u=$x<)U>bjj?h8ck{TP_K#@mqPi%+}xIkR=@W+}5O&K3U+=h5b3X8F>
zbK1JlT;baO>gApjITPi-?42wuFa~W&0m_!;NuDKn;ga;*1DSKQPadQ%i@#lipJ_;m
z9CJoixisBRYDP9N+^?QWD9Uro|5kC_Lbz6qDxGPNAx2B1qcSz6_?e|1=%hkqoxUn4
zThdk}stWJ0<ziMcZNMX>1mOKrFf1FID-7rf9ieMx-jpVlI=dY-h!dvLzO3*-CIwk$
zg(deU0%02{qovWGn^?I;E^;m&ERz=`hnbL;Bq#_gNKft^lX|MblEzS}^f!kljN1KC
zK1^LECz$HjM>~>WH8NR55He0hZV4X?7mI_=>D|96b<)HdIUdIj#>f0iT?&fosS!Tp
zqL$VjFpEzbkf&LYc)VD-916u>&>V6S7$YVLo}RX%>aqr5q$V>|BZ!n*IzW*n46NCe
zrqyJ~Wnc_vR{i%<Bq2v0`s$Z;3LoCVPuPVzT>n#h12#r5gVYZe7JhE8Ut(xtLJj9C
zYoXxE<6VAXhSmKXV}Bc-)T|Y~_8QH?Zh;mM1zhyDd!@8?V#7-;O-mW@KZ#n+cSlv0
zNaAd%UOTVT#gX&=96vs4^_}|<cOoOiHPtNA@`aYK)AV}_2#ZM?<f{>Q)lB7s=%Tir
zogEXyZKa{}hg4SCmE|@RVFY3mPef?j#%SNe?(e!KfB$Czaosz=O!VjR3lEe~te&<u
zbR66C0=4J&pig?-`1U0xV_khm{KNJ2LNks^RB`^Z*C)m~`T5^>8Q3R2>lTmN@hzSj
zpix$!*Z@8LfAYk&XssVN*<c<6l$Fl)vrYj4S>TO7qW5s509XW4UbW&*5Gi=-PYlBV
z8o(c?{{O)+9)xWGHYk+A9DE#LP$M*jqY%y4c^5%tq^}93G@^o!zyM&*x)Uo4swxJ!
zKJdc;KnoJyK%vw@z<voJ0ZSy<lj1=ei6bp_KNj1y*6>L*)1S+LS8B$}N<h@`k}9G~
zpQ{Rdafe!(w|P-@hTM^&OaA}U0-(^SMmnN}(%9B2r}iKx)W-3;0)b=uR-k`*fF<I^
z6jzWN;$ZqSg3g*Ty$;93t0UuE)cFP$P76bU+132w%r7FX2s-V3$Jh9m3yH^rZQmIX
zDJ-}NERA+_z3xk*YLs&Ympk*Ww~fc&^safVTDA$rzAd;XYUQCyr5$5|exsnjS+;%V
zd!^+KkQY0q8wB%o=6p#pmX<XzGU^QbR3?&w;FK%oQ&XUbVz-1|s4U3ivBU&)dRZI1
zHgl+9jG;Dx7vd!fXrzxg@4Uj0k2MV?sTMDU!13NA!qReO*<~DEx7nFja=t0I-^#VW
zrlERC*{f)&Oxn&WrqdoCfr;hvxJ^cSBrZrz3c*4kWT6ovgO7(S=_hxOSu!nde|<tF
z93xyl+B4!(ni4O?MP2ZRVP-Y5Ar2Z0&4oF0NWBP)q0AL0$s6AalIrlJZ3tsvXq(JA
zkjT~iMcd3A=PrpoL!hY$G>`5Cit^INlq|yxq6j7Y6Iv)=tUjj~$(v)1Tne`u<_LBR
z^AP>-mTjXjYC<=eB?s&z4MpW#mT&~kdlon|c3R51v4$IB#8G&v0h<!fSX)C`>I4yg
z38^ZRo)|n%)c74!*briimyo*srid$j@Es#VjtD24%||IGp8k)8zDh=+T6A*z5c0$G
zE4-kO4Dh8Up6Qm?^>yd>G1mPGpU>ZmNn)G}amJ_{B5Yh;Ip}@i%#o&N<aDcbLOeJ;
zoNNZRsNO6MJ>I_>dM<I8s@6QOR#a4!*ix^D@x#!3`4l7Po=8Tw7ZKbdnb<nuevsMr
zqyKP8B^oZ2Z{6(BnLx4d0kloYNl5|^OkXhSy|~z{OmF@7aq|tIwGvNpcHn_DMV+Ao
zu0C}MYTKnb^G<A(A?nVg2VfpJI8IV#f2N;jlLL|d`T4n1t_A{7r7q3$wxHG_S?>gk
zb;dkzYiny`5)-Ve4H{cpvr^O3zk|(31cf@jVsy49WnTetQ#$Sd_!7`Yg3n$E$EW-U
zPMB@=rpJ(XiO#@9tNNpL0YK5(2^kMHei?W0a(Czd{n9i5FgqW<ul)mP_r5%_FPL$n
zN~am%V2K9s-EseP5_t(a%{ws!FpPiQzXZb_701}|@$sF$KE=F5CcypzrIv%UbL{Ma
zG?;YU{jfgP)^b^oeR((wSwy1ZO&hVypqK(*_-I*Z_RU;VytgW#br1FOPEV!fHwvwt
zj)po;L-N&%f2tns`Fd|X7kfn=9)K9XX0viyIwyqUcJ`F&Jsw;9H_oZHA4p%2h>-Dm
z$EcLR)3#yq@I!x)R<vjwufw2n{o_6?uJPm}ylw5Egc$-NPxfcMHT5Q{$Z+LCs0<vi
z$V9`3rbk)#F!MsC=GXGD-p2_++KV(vr;_e#z^OzqTU4@?E-M6Yy6_?f!<Z{yy(4>(
z668skM_y0|(MvUOMQjJKzImyUFTeZ)MuC^t{AT3|w?ausg}l8At{53SB@+(?X^2RM
ztOB~v&iXb}K~sy&6PBPU7uJCpUX1ZH4WS?(6vuLaCCv}TBW@$Hoc%xr+%r_N5n6Kh
zf`8lD@nDpx2s~y)Pz3Rnw1=mz5s^f<Ip|1{QQ`b)Xp`2%q|WJKW`7{VL(1$0bBM~Z
zAy5!U5Q;`G>4r$Lz~XFEwi^1z$^8n0Q<&nAas+$`YdqSywIG2Vc;T<r5(I-5blW|o
z7Gl@MR?dRL_F_l$)$@Ncdp=@-Sx2J5JQS(G@{xE`8%vs;>gR~$NW2*~367!*B++rf
zH*4meV9>QT_CFfvKS{($e2_fM5WiYiPs$TZm7rmK;OKx@wXFo3l})y*!c?!dua131
z7y@D-rhv?DxfO(XGSi>6;o#jxZ&A{NFu!lK^z?zgBI)z;@KM9<AjH3JFg*YcH2kUR
z=R`X@H&d(?-2D{tx2%gU2mfXhX)izB(8c9%d5IMc2b@%Y08ZuS)yUaVPuIPv_2{XQ
z{*lZ5Z;~(nq&`1eyc%3=0Q%tg`gtEC7_(b(GA?BL-cojF&0yi=cUR08Ti?Qoa0-Q5
z!CK@QKoE<?SzR=xyErJkeVZzSXgl;5*lK!l9E{m7W_1`dHr6^lEeh20fY5YpJ+}=6
zy&vfEb~Z-yoiB|A;m|G7xK<#UxC#%)DmN`Z1fCXOkSuCJwFMG_fU1ZAIB2%ORFfKp
zAqh;>f*<-7!47T!AvZwF$CJDU+|*Z2BAkF@1p|%T{mY@{&Pbp}{)q&+5V^9EevGi_
zZcE?`k_Q(-p%(H^3Hb+fm@~km4P=a8z?XgGwW0CT+r)&OY{jyY>ds%|JSze^F!GmK
z#X#Dd08$(qM(qw9%NmOeN_4)0n}!Hr;?Jm3KVapSC`<%m-d8}#1lCD>GDQCaFr}>j
zQ8Ac`-USq@0;ROas^W7?OBrMP_9i)O>-gQ>ob`H3dTjAUvtLA{j;ECK=|F`{d3hZ!
z&Im)J@H5rc<vR|&=4%fA6S-Vi%=%czbc~rPO-<j~lmC#*EoJ1}?dg%Q4E#kF4kIjq
z<>h-*W*eVZw~NE(gjV#}m69#PM2ETiILR%&)vc{@4Dh>k<bV~<RT*IT<0$xSBby2`
zD&i7n*cL1FR94!auu!N$;H0WzbEO1}XUzJb=C-ecv`|HoB6!b14yK7>mVV{ri(6B5
z&KOOF!;PWXk(0Q4s@S;$&uN2LcHm%2Bf9P}ZOX9Y6hO=$Vm$gH<!j$?8*IL6M3ZmT
zrWnC+0vDroOO24lh;-m9Vq{0y<$Qc^_XftC)~QQiTv_%kIiJ01Oqz>Kh9`ER6QfPV
zoyVf<p9+bFG;ue~xdQ?J*(x6;mqdJ}&2eCcL}<qLW>V=sZ0FHqvThTjjH>Or9bQO(
zI_*87mv?ze_`FGWFwIG+&dK0kn6qM=Y<1g+yMoNd5%Ymq=2H?GUvpOXv7%;+!fHjR
zt@IU~*V=7^jg)ayO3Xk>@xObevS~1!l}KXqXH{GVNjjgk2<x|oP6-xIuNUaoGscdO
z(Fp`1DRo1JzPjUR!Nu1@=es~nx^VB_gjf_o0~d2aWsn=qPo5y6P;cxhgaEU-cF2Pu
z<xe>RZ&+;H*rcHdL#cBTe;@rf++f3^0zrv~TQ9Yh6!c~m_lN`IJ(5BDAU4A15nre`
zgQeYaP9au7xIb&qZAz%@Z%6^m3L-DNwJ02Mr3RIF5G=_$!V4E=miEVuhE<IO)p7=5
zi>zRm5af8(SaceRotmcgsF%MSbYuhV+gUysJNgRK#17rfLEcH;=^4F1BB_7Vyvw(w
z)WC$)VvMWluCA_L;KK(0vOJn+EsqPIp)L((<^wQZV4Gp)q+(XM5g&eRd@wDj@0$-n
zc=pu_**rF)o|xiE$r}Kj=J2;;qi@Gez-qAaU`4bHC>@r{CBa?~|JCAvt>P@)%YPXY
zi;w`awoK9eSI0z<g=?8cwiJUJL+-T<&lXd4p~*=Aiu24$tR)1STHmRmeLSWc*Y*aK
z8$h4ABI;w)j4B;Zn0L_=Nmm`;KDN#u)v!-X+EoN1#(tk>?n&_JX+@Uy_DURuIteUQ
zliMG;_49sie#*moE0!6z<<op07$=&m+!_+(o0GtsRg3%IeVWnHC&>OER0P-ps@l`r
z$2z&%30lg!bvEQqvDUUWG4BD6uATTiyQ>W03Uj*-Fe^i&OBC`MU$<m^ncV*DH~i@7
zpsh9_mpEWY|3LP`7jUaYg6^bh)GnsZ+$3R5oD|zy2+QBN@**Z8TLJHQ)Thjy>pOeS
zG}o$&@!u!LRJ`2W&I4a!D1HG4kwRvLvc*Y*v+KB;(AVMoj=yM#*-HYO@8hDS3su}-
ztR?W)lZtWodJX=W{vS<e85QOCcHtSiyFnQc5Tv_1q(nlH?i8d&nxQ)-r3FN#ySoJe
zg&*A@Lr8bOhj*?2Cy8N3So1vRoO|zmZDvc?%VKWpQr0PJc*(@}O4Y#A9-yOC0n%Gl
zSM0jf-_Y7;%gM#0X>r9puyRwuZ_W)eUA6@Hn8PPz41qMN$ySzjb*wa9q<j(US(pj(
zBK1;qt}olwI7;ouq8EifcB~n0ypr|)BzBiIUWa7#jL-m=nt9NKguu!4n;kkn*?&DT
zk!dQEWeRdgNMsTye6GJ62T*?D$i}E5`z_}q*t|JHoftw=FrwfxLqtz`Wvm&f$$HUB
zA;pyHUJ3N}3NI)yF;6ifw9Cm|oYlKmc|TVbQbZ>mJ$%RcklmGr_Z>o&FCA2RnZqk)
zT{%1!uhW^Vi9wo>h^!L$2ErnG$v_~3<WfFS`5jze(%%xL^9S&7*DE<NG`W3s3$3v2
zmSvVX;cvMHxrEGSNHDOtl8SiHKgDEWe!|n4Y5hA|1GkZ$gZ}CMzR;#@jp7{>SVFl5
zgB{Ry5}aZM-W$rWDOn206Hzfxv-{Pq8ltUM9)<R#pPs4^|6IF64>&~cak{B@Y8kk=
z%LT00ehM&7^dA6yoI7*KK$R>x^S(2KNNR9Q?w%!l-R3njvG?>S(^ttq=Vdqj%FR&S
z(MdvnvltLIzeP5zM(XgAR_X$%hTD&_+rilV5$(g#!lMcCvH+~~)S}s=;XsYZwW9Q0
z?f_)6gPU?6VD!Jr1#fDfr<Jq~$c-N(u5?ikzmosy>l!%*sZcW#c}K9u2CU6g+5Sf{
zBiL~j`Q)tmDmNT|dZ(o1mw%0(eck+vVID%1Km%jrbKrm_B$E!-wEs0cJbVv=r#*bH
zwilY*mOz}R=fD57E9UoJKmcwOIO_=kT#d=lz~CfVb7A+)q2#|~U~=dNk=EP@p;ubm
z6gYrzeN0YHUSnNDsmL;`9}Tw6;8+l@l=Mxfq^NGH{<rNVK;z=bW`6zt_%z~Uyx_`z
z^eNr>O9FZH9)wc6Q&LEm!TEQf3hY$;2~d83>lEyh^QLz*ki;%QW(fG1j@N`zM}-?e
z(8w!?97(EW@w}VM9bBEjmv#VBMyu=bl4_v75lnPfySsxblGl`r%qRFr8~HfgU2q0<
zL}Gr;#Qjp3Y%nLQr-F9Os3y4-{OviRun?%l$c!zFuNi$pIujpMX(q)3gvX7wC6cUU
zm>Dm5xyzo})Lb#fs9?<>c7vL*U=qO_RfSN^^^nbiGP|BUJBkrpL@5q!NgY|ST6Rz!
z85m&ACi7F?spdLGZv7!lXGTY|I+5Zg`W0s?>@?5v0jH-<PS};*(yqzC(*ifvd_IY^
z%X!8$hpe4jYM|8&b%b#w!HP9&IJ+7vuNy-2(pE3Do`6CZ`VwhIEzd4YnKBSv)fY9L
z24nIa5h){tZWR+cgz^_9+3GSb5r+SYMlp}|$=n}lOk{IZT~sTm2T~GAEpj&x-4a15
z=L!${A3U{9#F)N}1BzyeX%@<}X+aF@OD<1*48c!57FnzMLd<Cf6Xn9Di@FR`NR)?r
zEbCaG5SbXS(hnKvv+V&RFu{^&N<>j!iYbAi(^Sfo3`4dXAs%TF<?J(JD-vFwj8PYy
zXGr1nB$zR84kxjBAvTJJNQi+<ivIU5s&fXq9m$Lm1{Vo;a&^L-)D4<(g3KjLh?CSD
z($k*BZuOCsnJ!H9BMzt?%3(Iynjprp6K3+JYJ`?!kG}9U2I=+cpC1>0bmz5b9hyQN
zao~U$)}f_*m91|N0AZ<sN+vD0;kC32z1`WWPEoev?KjP`ZHY6S%oZOGH$9x}J;#2f
z;Zi^$)^irXUZ(z)d1e>#1F(dB+B<&R-eSP#KrfH?Mx5yW<qWv7Ivrfxv~!2GECQr3
zWckA68kpb?!WuxsqsbjpfcQIzzs*M51I9`u`5%56x$R$q%L^sbyBxzj&3jgy_I|%l
zXh1Cccr^R_hd4)&KRGBbFK2oT!;ro;Bz&o130ANF!0XL@&dt4;->Yvv>Zb;n2bH#e
z;D>S1khi^ZTJFy0=ZmnXKoA`ba2f8mbMGT7ns<JrCKI)MJlKExf|PooY5|xDZva|X
zfu&C#I~7bzv4A6E=X`DL3y1@No?nSAkCyAt_T_dTTa4<etBDL<`be|+UU7q<!?*w5
zF~wPsqDXrHNNXLCIrqThmvS>R?G5a=fr86!5d(gqZScjMY;m6{uogRbcnCy(83Z4d
z>Xa~MtGzUG`^CS9lspJpg-hpm&n8pe8qZcw{h6E7SO5Oz-{Vi7dW(MmzDJKF2KVC)
zB|(7Eo@?_FbZptHzwhl0!R;A0Z00pVLFUmfj3b7d3@Tj6T+yyaEk|P_FF1twW+k-U
z&N?>yeplE3wHlv%vY<I`^&z$z$Er%)K}GaM?ea*Q-Knn1MTv$fm!rwcv0-Z*ne7N|
zBx*X8WX*AX$-S8{gJ}T+1ha}(y;n+}HN|1_1FJ~^Y=|Nl3?2&R_W(e)T#7`V+)^Uv
zqs(ddyNg?NIr*rM9L{7}yVQn+3W}|XqUjg6P7tg)Q^nB}x~um;NnxR($W3Aoh9vc+
zaoFgEYvQR*)MRpa%C7m|j?>s&rN|=RyY-pIHHrMl@+4sX@zNi;Ht-Zck;Ue-&RT->
zGZG{^Q$=a=&v^1Ev<M%5&7lbKJo_g|%Tm@z^uyU-WK>|!>0qnEFuA36hKNMMp6#qA
z?td!~1_jtC15t@-Hj=bdV1ATyk7P30Lq%=+8#HZQ<_tth@6+{npS~nn+ZuEuaX*Ew
zli{Yr>9jej4^H|2)T5vB4N^%#r?euB@ZcqhA=w0%pOhl)`aHP}_)=sg2TWlqgAmKC
z=gkw@C{K`RL@iAfJ=C*Iko`tO&vHl;bm&Z>N;rFLVmcV6gq3J|_<z18_@h;msfL!h
zcI9c%5^P9Scyz|1T^CUH=3=F<BV~-5BDFx(zK{4;z2S06`&#^Fu)lG-{k-l}eECGY
z;mo^@PbtZBYe^+r4ILCu6KBf@wYJ#`Vat((KDg28?!%mVnkk;MY5be#wK8kZslY|H
zT?DO#l0f!8I1zKQIr42?ytwlNXTJa5)m1<FoRN{NS(>cbSKXuZZ+UAw7;>IVJKOaV
z>U$gN5i5ka9SgWW5y6qYxLl8aTbO(caJ~v4q??(Z&NUEE^Zm9B(Zq9k0JvQsezy-!
zsbD!;1P4aI1T8Nu-2y(GH&ECsEfEmyNw=abD=YH?n^F#T_AB6r&j)j-gow)OYE4QU
zv>b#Nxc}E^7bSyO3w~j8Yi%t_uS+S=Cdmh?3{6Zf>ZV$O$e1ha_LV-w88tXRdgDa7
z;P+t=%-Qa96i_l5mFTHs!+e1k@dr5Ct^->i7VilN6%^=~rIuAxWP)W8q{|E{rfVKQ
z!jaweGWNJW-HuBB^P$Bk`|EcHflO~RvwZz2U2t{!<P3l(Q9&ROC4F$P>tqLI9_me!
z;ABugy*s4xaV;7GBM(e&u;i#WR}^4n=In=V%XC^B9=$8;d!&U3#R)F4MsH$sGp|!b
zy8M&>K1@N@;Uo|xsrH(CL4iLmlJa9~W}ONy=i6#pMrVq;jVI6dpT6g&wiZ>O%+L%^
zl9bK)!8%lp^LTD;pcA8Y{97~i=<WkTir|7X^3K_H>T)r{2rq(}IhwF#;h1nUef4K)
zJd$o>cU45xA$XS?hPRra7csY;9xa**V2v5OB4UYu;&E+baks)E=;aNFVAWs5qbVYv
zl`=m4{5`(?$o2Vi=uC&j3P0M8TJTT+SGtcO>@%8#1}aZqBR1Rv9t1~VKoRDM_F;Zl
zhWV*qo*jDvC2SP(T`D7#V<F$&%>CJFUJCq(azhWN7O+lZPM*e<|K6$!aq;>ZVGgvm
z_o_yJEBCD$W3(ni0*fgkA*HUD9E1hGUmxCRu3|FXMj+jHK3^c@y6*3CN7Y&FN>I>7
zO28{TW+Tr>c_D#JjCGK$b6JD6O0F3lSf%@u<XS=65~UD{iCEDb^<x3L|0g+qvXz+e
z8X{+&1|u{J*pm>x!}Jvwyh0>M&LFR>7#W6c*UM4$zt+gYT*UG!*~keZkc==g_~#Vo
z2Whzfo6dWQu3Pd%ljZ+Px#XmB2F%AUb`Kdzg0za&9y_ToA2F7+06|JES=rpIPcCyh
znj@|Pv=Qc=GZ8`{maT#J)flWHs*R$o57OC-0hxuG9tn#i+Yl-0%KIy2*ysnFpAd9K
ze+Gv}<Ixe(XlY4M2=leew9?7n|DF}3D~(L-p8#$D^u}-UT^(l|u<?0OAY|z}C?Ol7
z(A#kWh)*emp^bd5jy`1YQD_8VE{-@0mx)(`9}1JjczHiPn&E*N;`*`30ytF{ZTU|3
z7hBe07=|^olY+~>ZZ<A1zjxh5cINCW_JAsR_JzFd8vvfED<6UM{U2eU^U`H-t}D`{
z6ay|na}SSHfLED^N`W9RHHx$;dT?O#?eVZ^4nnVtA4FJt!7h@uC<s7cK8lS2eFfP5
z5qTho4p3k2&5PxZd{p;VX+~2+)iD4{zV@!}9a?app^*_T-~i4W>*=`w^S~B>v$PQp
zRHbKT?t<U@5szOF0=YobA(u}C0fkq!Q|0<)*5I!K&ZFL7f|Lz*$@pl<O@RHfWXd)E
zn6C}bu=Dp{0u(~E*RP+0i}$hNq9B<FIE=sw|9qI|XSG8mNRAQ9|7Ik-?n6p&8R`Cp
zyXWj8&Vg@9<HNn<P^%XxY)BA4zpt|=)Wh*MRss2!wOhd;t>YD?O}^-8s2!_#_hG#P
z>UO5EzY+5XUz!PCZ^tmbG#68lt8~7kNyF*m(xp(dqO}UGM^fvjD73?3`HO}@N!pZ#
zqdL@@jQDQ&Hi<#VeT%>t;QR|TzsK;CP>Am%P>tS4kL7uKljV{rZrUvc9n(b9WRXDq
z<-hPpkvlPbL0F`|LBR|%d}<gWb1R)3K0=6`x<W(R6^xo^_ET$I_@h)3kt{uFr%<4y
zf^E^$>kNgTJT_J#q0VH-tduX}3)8<-ji}i=8?ASENg;)&QKEAq&uloFv=a`Z<hj|2
zmYNqv{XR1qWfPL(?s_I=4G|7QleU*q3WCE|Tklvu3824B9k-AfQ^Ls#GSh?bNpZun
zW&hLj%rez1{HBb~PMKj&LG&#OXIc|&3@MIbRB5HGy|V>*MLQU0s58HW@sHFOdLqS)
zAcnyF{7}$M?OXlgXt}ogZ<veE@|WLax+)k|+Ujw1(p)ec6uMWKLYS6<x(Ue<MZy1l
zt$b^J>We(e*V-$az#=E`k?<LYqO>~EAtQlu5CfDcwif<brg0%|cGLU=`skCv(lBD2
z9OQqQ7)%My0W4;;bf>(*a?Xx*|FGOuVpMYCJHe*(w=Lhf<WVm%ZGz@LQm5RT#Rex6
z*ZqYiVlV@C8~LZi@^Ap+Xcvg+#LM@n6XU&`dx{04Z-`OX4-Mmz)6Fvt>dd_Q#Ih^Q
z?)*0PjTS4e+7%gMxT#}&jz-QvGv(O*Ca&PZA^z0dN8o5>8<rp)IC@QnV3p!nIPeed
zcq#$EAju;}g<Lbk!%gziu*pkFR9N&_`eZQ3WGa(g*Aa(e`u1cpV(*u};QCky7m*MX
z(u#V-fS4!wG~G|DpX9tX1ffDax#1bJ8c)CSUrS`UiHXsX$2&QsMg06Ai_zsmb7IQ1
z(rx0iF7)#%!ggJIRBJz8Gs<t-ri>q5x)T&|fN*Hfa8O2W^}TBcz?xPZpY%x~yl|xi
zsJm#N;L@U!8q`t5TFCUr&c$1(^uPaDGgav#Wg}!^u~7f=!Y+$?>RZWFql^!UGY<Kj
z>@%F#W|U#Gks4_~eqRjy{SgxsZl=zICGpean@e+&OP(9+%kovP(mKTncZ;h(<sWCP
z*oJvfq~TmRxgMh#ly;xjK&>Z{WAiqXoCcpxmPFjym9-iVq40#X7X=IjCWogOGLl`|
zxK(043dJVJQ7XqBn)rD_#vZidOBvBxr;LR7#p1Fw8<k;dxb*Im8#8K-*+#+PMqWC$
zpVDY&Z`gPwzjwdv8ei!r7#9O_5)Hi-H}Ti>5@g~}A-sg^IKsEOXsY_*XC#&1;ikCk
zC}LKtH+aUjft3V_H&V0$2X}cW`H<V>t_*ZNYoi26smy16OO(?mJzaEeNO!7V((EkN
z{>of`sZ;Edd4bH%{^CVfa$5cm_7K+uD!8j+8_vX^yfp@I87Zv5^_)%{6lYPJEp9GY
zq^gRd9ZVcq2W6Pj_j_U}*2PPrKg5l!uUxpeFWs?D^}21t-|*C0>puH^fqD0w{SX;1
z_#@Y$Y>c#OB_#|OHcS734AUk-8fzVU($MjxLo8BF5Dc>j#TOGpv&mKhIg5b=*TWQH
z%8ppZr^k?mQA>Ra%-|xBv|m}W?d*W9-t!=%QSwMO?2sm->llANW>HEKjrgV@2ZnI9
z76W*SEO(-y^()N@IA1yx_NS8ZNUsnH4P1N73f(@Q-i{dfQ0NP+hbcE-=Jy*S(Z53e
zhMZh6m<*Gfs>3U6a8SN|n*rQxTCl1agWz<{-^J*N_Mamrz&3V80ym-5XG_-n(fwrb
zfytMD32&u8zk?Rdc^Ugm#LW63+T`{NUe7p4Nw<DUUIPh^5D>RkRa3JD!b(IpS1q`$
ze-L?62ZGc-Ifyt~$)~8&rr;d-;Wty!BTzSrASjmm6zomIN=i!HFAvSyT3btZ&YA~C
zCLJ4O=};=l%CxWV+Nbneii(P&rsnGO*-ey(z+<Ho5v#>^FTfs=Gh{_Z@hM^At0Xz_
zN{f3Qe|L7?fvFU5&AtEpwR&RP)*?pNz<?MGD}H$A41l1CHpCIAl~g!rvmjy(B6#fx
zuX>#l)Cw;q%l~-+Vihb3P<O$;mb9!6EMT8AtU8vb!3`&6!8W=IY-b4*fn)9$fN;JT
z73Nr|>gIb@)!3+O*DybKBGyt}P4A)<(#{W|9ME^@w|3x{3COoRE}Mz}eUUpPffGz=
z&rTJK1~d(<2#PeMcFOcQ2kL^*E3TgEjG8Ii`hMrkNv=c6r`yZQ$lO$D!Z;+usk{(s
z9C^K&cw{X`Pl~0qGWdoy`@13`e~O6YI72IyDXz{JX|Iz|9<zX8I?4fxE!>_7`|(=;
z%T#;&982{of?vgf#P1DK;+NR3BNu}cqtSv!qaH$UbJl$eB_*ZMusesujKp)rr$vP@
zBEIaH{e*@v8z#^kpJ7qG8z#b8r`UV*MO=N$21_96>YP~08!yLnGPEbl+~I_j2^qC4
zFt>qhd6&Y{FwrB2mt7gl);uItW3@GOFiNaW)EX^DHbEaHM?PKH^B=4%go`K$LzBQ=
zbvzhH21|&G=Q#m&XfK-SxvNo%sjXdpk?aav1TK?s4}<6%!*V+f4#9vOgJ^2v==X8X
znwU}q^~Fe>I}mJ@kVbNNHBby>hz?~i@hG}M(DblMeMKEs^^&VybU4pESX$-^AwM`)
z@RL_U6X}``rWwA`j<N$)_;Tzl^B!{!8itA%2*2})tYsn$CF+94uDIgscsd87o8wa8
zVnS^g`TmZiy6Ela_RI6obANL<azpC&8dum{JJo~w=R%fW!2B~-rr<(~(7znegyJP$
zfq%}$U%xi$lxVapqVcBDyK0dv4L|F<gfxA%_+cvd2W&_g!S<(b5%h4a@9gaCJ(7_n
zy-&A>Ui%+^GPy#-iDQ6RH$Y(0UH-mhtKq2RHzOG+*5}YIpjke|18~#QpzsBn{hk0M
z9vmlc9?R@G{Xr_D7d#^_<guR*=n|OrWw_y;6N0YZ+^%V?P7!xr&)eH;ubj?y8QRaL
z41B=6P|g0=$0aYs91sqFfTPhY2xV$o;Itj5R2YJ{^%=0roPmXRoeL+MJM0loUw3uo
z)d5rnYRATWL{<;0@ln(!NQw0V$bf3`gdLjn3Luwgf%rErz_q5Pj%dF%s@uP5p9kWj
zWEA~+Ru4#AHPkmYQm_<xg4oBtN6R}9=U4y>xsR0<<FQzL1K8#%P9y_YUggrB$A91g
zt^_u`xPu#OU_W!I)8_{pRspJ5(}(-JJ;w(7$9az$0m`o3=VnmeR3Vu8ss`*mYmF<4
zA1`viCgcT?ld-X}x6hfFs+ptyFeq(Z?^c)qKT%+v&ORs^uqo?{Ha`8r#B1T@C7hr+
z=iQbggm4CiK|bt7m3p9^rV?};fw9pYbJPf!c2{DjZFm_VC%A+nLgiKp0!%Q39JB|W
z`m7yLeHF@lLkYlr7=*Sr6plpoXW|XUtYyw!GM@IJ9t)wDVl#eD8yTrQne2<Y82+oQ
zW8rD?Qhu-K(l@JTN+>KJ1-2gNL(&>+F|5#c^S5c+qa{5(-BTZ1SJ<Ruc>oNje>*m~
ztaJwA61Y|&PN}_XIBKc8F@-k2bfKX_SR7ojA(}jdUJ-_P5~afiHE^*3Y0|+Uz3%3P
zr4&VY1U4+u#;THaI)j&!Uhtm%pWm2|116f#vqFVDy_4~#*_S-q!6rZQbtu;~u+Q{h
zm3R{(J#i7-+Jw5ejOPUFCK;{hw(K7iH9M)0szTgr>0XQ#qNwzDa%=uHDs@me#G$K<
z`C)a5rk<LY4jGJP@Jt~^VB#@-Qq;m{;e(-CCPY{83ww6c5urUTN>>PLwveNwBNT=t
zl5L5E56&!Pj9}Vg-;PkNYpW2MWZ;@DZ{;8V#h8`kefK@S*-4{mByWfK{sqZp%8wu%
z%ufzgqDteFESebwath@Y+^LCyW+*+LXfZgNK(imsdlt?xV$_udjbSV_iX25I%5I0d
z!v*tK7B>p?F-^<yOv~d<E3os|Ad0Ak#N!;(>r~YQBLrE9NQX*8j`+su(&K>{cqc!S
zKj<bNAm|uVtdrjn#_+?0Cu`N|-x*kpNE+Ci7?tU;C=pRu+|LSMTp{@;&xN~ab$H4{
zf`AQlr=e}{eS<QKB%iRb7Z>OjUu?P90vG0;)4RI4o{m$Mj#EQgwe7+li<x*4c#+e}
z_p^isPT`FulJ^kLN3mnR<CwMMxELRhSkAz^-*3w;_a+Oa5-I^%iF}?TRi*k}II=zP
z<_VG~FTBLr*z?{5>bn{0o6S`t;j$+82DpR32s8lXuC~Bb$E<il1BiAY?Jx@NFt$bi
zy#rRAqE8Hj?FTJ=eew^$ahn2M=V0s#tO4Lsxp~Z}7Ccru)&jxdV5aIBSRaj3t*{{6
zymk6zreMNS-P}yY#e384ggrlR3l`91O;?(MFUtodz-t61G!yUYWLOxB?UetvhT>Kf
z*VO}K5tI<z3hR}U2Em+%lZ`Fiv4J%;EzQq54gjqIFN~tdjtY_hM!@WxoZ-?0>HZy$
zA=hsIjta3c;Bz0A^f`AZT6FZW`>f2uSW#Mv0t%xn<>WwerhRG-4-FaE>hA!W^c%qf
zy3J_T5O`{2`ZeY#hg7RHxh--eSSDug05_!pX>exQx{Q=niHuwA_)=5~$e{vm%FE)3
z*~-DipH}vUm#aFZzqXEhykpF;=Un=(gm4Fi4y&}4FP$_0vo%&3>NgybfOvjJp0<Af
zu4l!9#65QIByLAhAZPPVA_z8fD!QIEKj_f3^P_}|oBODhI1gdr|JAvh{XF)h{zVrG
zPg9a-qp~Rz!9v)43UZfYNZ(&6r1J4kBwvW=rK0E)2vGDoqj~T{qEgvB<e$oQ4Z@-G
z&vED@r!vKAjfu^;s9`0j3B)LzE{7tNK@W*$o089GnppdmgjYsNd#fUj4q~9pvVvx(
z@{Zj0MoS1r>2Vl}LMH=`EK$Z#*J~YJ{EJel0jN0Fk6w%r<lMKDvRu+LtxtxlWj!+F
z&fBQe?7nr7AJRfC2QiXm70F1eF+%%7+`n~p*}w#=fA&z`#Br~)om<8XX!VZ?Jh}fb
zsk4dNm#wWQe33kF>A36l*L2}Mi|HFphfi=!hWorPT;EtO+dDZjrSORO+@n-QJFzHq
z66EK^iQhNID*epv_>m~9->||G?VoM-3=#-I!aOHw*7>qHGOo}6EsKPLPfRXAOPa?h
z^dexA?x31rf{H^YPgS}qWUaeC?WEUJBg9+RT!@R0SZqVak3`Ml+7%r$u=W|D4;l;B
z$2t{akXyb0fRek6gUh&s%X{Fv&IJ3k(W%|D<#r%1jNw4zH6I9^pmG?HoAw8L2p$$4
zpj81*ku+VeL5ikRpBrZ($9$#2d|UnM8n0yiXY-9cb#im0uTdx5o$ABWAVTcz3or}=
zk2V7|SLq9Q#Lfs!oSC(*GN%1|e8dL|2po)0SHP&ok7G7o5FZNacW#bka<eplrp)0M
zC9|67+rPCH{`uh4YGNy$RX3F_<PrqlyH_B>{THmXX<xrn{MHeocO79%pM^S){7cV>
zJ}=TltSTE}5DL@DT{W=o#No0lR;fK*aw@Ci?N_hrD4(<uLeLNj7bSx!(Wo%urv;0#
zj<Q`Sfts>iv|rWV>nOh}84PUr&-Vc44JI_e{pZL<p<bn?B3Ccej*y-D)qn<>bztyM
z7N3ccryz}Wvi^RpDmB!27RzcnYzL4)AdiU(FUH6lD08A2=Jk!~nQC6gx~h)glpb}?
zZ`aFF#(dfz7+SVau8>BHPNfiEL=xd7F!n9<P)M*s<6|igs(&&a6+b1#-NMg9xibD_
z&CD>xR6IQZE$;-|kDRxZFo<cJA;~Bz1>_`*n2eOHt(H(i7ar4{_~NzjM`35@zdQ)+
zQyxV%k}CN(mCx&SSpo%5VOIU<hKb2JSPW4K_wexZOy5!?L;)gP@fD;qc$#sNMVjxE
z*&12!Fmun+kDmJG@a3F0Gk>}NNJpvdjO)bU5nc~M6HGO9e_?sXtx|`jag$ImKnIXA
z7*C}lP@W}{W!S9z4B784PRFw6O4~%bI#rI`fQR@6!;|5c)uA3_P)fP(JbK)nKjxak
za!<*FJfv9B>=bgLHaxdJ_J>aFt5bpUqJ+BF0)Z*yK3w)syIDe=Te_^?Dj6R6)4Dy0
z_20^;ygnqxHIFu$k~!rq#iJp52`8*%OVE>QIq8abM!}b|#Q5-B${`=6fLwT74c4X!
z_pocsz{nss?WELigWlF~Z+w?n8@N_{`u^EnnFN!+8`1siw{Su9&Zsa&@q|S6LFsrd
zc~MePu9gLsXw*V2*fWR+JTc+HI1o?q4L<f@Jm!o78Y^ey)94$$OF)l1*?4RLTK1pF
zTndrAUza?8q=;noT#ewtro~m?L!}__<)gTdTWrG~DFFj6ICLmb&!b>`30>J7yn92n
zqMIo$$am5MN$Qp2@CA8Rulf0<u;t6xWs181^{ir@s$a!oSrYe0#f{TZYyLT;4nq_A
zJ*9Pvpz5LR?R#*A7CVC0+cq<b`(L1IDPRv=MSZ~P<^qg7;`4~t$d`ZDY=rM9a=akx
z4<5vXz{6G#*0%q$h25AQ`$(FrtJi*wj9AK-B+Y_PztnkXVmt;hs1y>*Ua4AsnwS_O
zf9j2)!pi!SXCQ++@%%2NkfeEe+Mj|cqt1Cm`Nki~I$!KHx<<0?7<Ma65u9Li4s4`J
z7>z5Qi;uZ!)O{9`I$PJB+Bsw3SAa;pDPx*Dsead%6X9>dsHadD8Ckfv?V0k9zf3Ms
zTUp7z?A!G2_k){%UdBuzioq~0Fb;i{)C(>?JFvRV?bXM9VSfCiVg3x<waDau_qQsu
zBxwQ<VGf$KDHu0bfAJtTqnHD}wp!=k%CX$wP}~ME*nCm+#9?MsD1q!K+i73RAcI2F
z`M-laO1#1hJnN~HmVa7%WT{L!2e#`)nCijs!xu5>1oTtFqW_w0n!Py{GqjAS9-<|S
zkGIfNR<FwVG~s;n-?s?A1z}qBq_FqSDxEel(iPLPsaDid-+W_{`3m5UBz!SnhvGLo
zagfV2ZOj2+c#|dLMS*F*a5#g~iq})H2qtfXKBvc?=JA6Im%k}*B`T_=1iF6>FN9Th
za{P0*dp2q@Xx(7S@-qe>p$zrTr(fnOe-Z10+3QuJEy2(W%PcMmW|<CiUg}0gGh`lr
za17nF7h~YW9<PGVeUHC~$#pjgtMysUFlnh`_m_TXr0MkEURQduc2F2E=o%9^SoxKQ
zk91rM$%rvQBnW|G`P3B89#srYOr>edcw^Ks6*J@48BBqPhEnJS%4O;bTMuOzcg(-P
zA(!k(+x%Fw|6yS;w&t3B!+O@Z+*yOBZKpngrX?Nqy|e3tVmwBdCmBhR2Q78{3r+(a
zl(PT3P|u%V5@h>Rx^{NDtm=eh^QVxs<xgg>*|<J5^&d=<P^Bzjs!&9;W}>kU$5?B1
z<6y+0W)W15Al9EnO4HkX_N7-9lIcYvBql;CL@Ir4`vzmRHYD?m@ZsXc)R?wez_;+F
zQI6hoinH$&E$x$?qXn4O`?*qYzRTVX6X+vvkT4*IPE3PbYrDP(4=YBRWuY))C85;v
zB(y`@6bg<-P>-zf&)ZSXxi65MUd%Qw+d}pMbNLRSfP9D$ZX%QF8iw_24#I6f-v0#<
zc{x_rIfr8Lo12>uNPl`y=%D*c4Nu-<vI1$11^-3C^2fmR<zcvFOyUQPuBX1gW}h8+
zPq#dFykP^T?{f6x@zt))I9>u&ht<YE5w%{r+yA(Z2)IY6aB+tl2A!*xg`uN5&zhzy
zhpj*MmZxwATn#^1e)w?K4BGm_R*itF*mU=}V)nQ}z<!q>vQKl}`XCA)Gig>nW_hLc
zvpS}<j#@H2V5~YOhC5jgyH;PBpQ?Gu*7MPU4+AZ_^Ep<oQy0OL6iy9wU9h;&T!y83
zwdWDu;+#raU|Fo0BKjz@WLZGSkR2yjl#GprEDD7F$p5sL>-2Mq`CoJO?4BiWd7MpN
zd&6~xKaL)S)QL?W_-NVN`zJ6cgC8BaZeHGT7t^XJ&X}6gSLshbrU37B77QeFYw(}@
z!&h|d8Ou#wK`$9w%|_f$VQ%d@iiw~ht#1Z3kVwaJA6XdtTvYpbEMw?c7+H!?ct6$Y
zP*^N5l9vKSGSiNxpR}t7b=~&JpS$3ie15JjWySCG&bT5Ra9-8`YWMZTGlzOZ%r^=b
zK9_eIdEBEC4Je`oH)8u@am{buAFue%HBm}PT8-yvV%dELhCng)0?Wx}j}p0a*X*9P
z!(S-71p`8CBFjJz0y~XFtJw+o^r6SP5Um5v`yr}Vxsv|3LJ=5mfmK3FBHoEZv$&Nq
zQ_%3kiL>;E9u4)smr%BE7<;DXmBX@FW$Y`M$mN!5TfT`ciS9-m*qw>N?DOeSXA}^n
zKG_S&8{0NUIh)0ob9m#gk=%J{S#DrN5pTj+s%O;j(kKJ7(Z&B=krO7>5FO-TjN2(L
ztns*)Nr^(I%%gjes!S{Cg$%6Y2$&0kz9-5Hzk%Cm`1_ZS|JaDrA#2K^uaj~>Sv!EB
zbtqF977^f!39U<85-q6(A3ld4VoO~L_rF<De;!UrKlvn(2dW~x`=uz@LWYe-WG>HM
zlfm+^&_(F2hHg56?FW(-jEO1p2D5+H9I-<I$(NOhm(DNpEpU6AzTID^;0%`_wL!Zm
zgDN2TG&InD$Q<MkRJplTJ_`PVfe)Fuo9>K46RR@iTM<sSH3b8vPQ`PE*UVWG|8+le
zy4PN~ikf#BP%(*FR26zs?|dtV^&y7)47syD87yR~AIdWmy}q=uvZW4l4XbW^M@SI2
zPKI+)Su$iLb(RL*X``|(2o4x*d0iUHmh+BVC^UO**+j7)Gyjx%(isoARIx563%v@O
zx^4s5EQ6<da`e*zBde{A^Ca?~K_`08ddLb4NW&rUdB>Jlfahyp4rV1&xwk{P5efxW
z*JoK-|NZBC1Wex6n+X4Xg#XE7dBrY1tptwsecb>U$&yF=mBYxl=PO)zU0fWAA%^vD
z7ky8DRh)<&G<&zjfm#?)@<0!%5CU^6Bf$K+owvF2A%HXnU^JdVTFIANA-xD{^$S|y
zqazKY%N6tD!3yfkk?<1%DH3aQ^X@E>4==6(9xeStv(bM$XOp}4Tk+>cQ+q!QBBe%d
zowAXU86swcUxxaz)9@;N@r{Yg5KyJgP$H<R)ggd9D{>oQkbLmkJi&X1V=V+{AQT-9
z-$EfYuuj64Xsj}p?v+m64se?`isyLy!VXM-r+2+Zg@K~Fb8#b@toaFm3~V-s{5uZ7
zq<HtH{e7K&vu#l|IDmpG8L_b%U>(3NO8#J-s+1G~4z&&-^x{1FN(f=gMZvs$VN|DI
z2hQcV)ohurqh=uEtuo>M4nRgh&P+jhyP6FfO2Y;@Y&g!=Lz+Qeq0K#`K5LY5<2^i5
zmFl*oYu5g@(%5^3-Q;Mc7Y5)8p!dQI$j2;u;^gmUsorx^S(z&YU-!3#Vc-8MwSU<)
zP<iQF6BGT5;>+;`gHnPOC0a04`QgmPJN5TEwb6l)_yF^+22)4;Ji_dG8DP>-0qHY1
zauz2dW&f>Q?QbT*{h4exA-`)r5X*fu%p!&sMaHgSZ)4)zMm;b@XwkNQdi<b&lYr%B
zJPc{+epmlZB<t6c+LhyT*6KCi_nM$DVm4mB&(<^4bdzCC9IEex@w<ap&PhT_63;XV
z;<8ESLB)odQ;U(+Ral!&*YAO0*bnt6!U|aaPpEZGT7a$G0>A1kK}6vn4+CWv$$Rr6
zqXf6m(8^!4c)ONM3TQzja1yWIS-hxM1xs8#y0B3cv}vT^8%8uYqN8SoO))r0?MR>$
ziSFb(GHo-iGPZYf`Q=aOQ(A&4`wrb5W9{9aVr4J~mn&AznPt5}QW1~}hUZvfpsVs&
zpku0v7aryvtl!B5g}|$cC@Bq{*v@;&a%-CQWnL(3Q7W2jBKc&{#-jwg-#1l0yUdUi
zPst0E`ZLtoj*JQ8Ld$q!T4yu9kg{4$JE7~hPX1ez2mfeIi6#?weEYmo$m(~_tCjoq
zSU+@(C3{LjjCRz)cZ$!U1{736=r2k$Ur85Wa@CqLlM(dKI}e+yRJz;szW;VfI%tq0
zK;4EgZ?|QIxB{B}O8d?J&F$lWsJhGaFyOlVu?gw^3PAWH2L{;86A>;rHm=Dmf9vSf
z&7)O@aRLe6wsssPTmp=~`0Zu<!)0`~+eML`w@t;geJfA}@A<9$A0B`DpS`$n$Ng@H
z@%^<4w6)xKpVGqrbHo}*e7E_SnXT^P>e7(F6!3FR%FYVw$h5SyZ274Ep8Rk)@vblS
z!RFFcqeXH){qwi#_g{jJ4Mxsw0MdJ2<o<ENWx%`5c+A?yrUtZ`7TbOP0}?w`OS&f0
z_N=V;g~|I}%Xf>Mw^xzG8b$g>exU0S**@m;e0!VE&c;v%Yk8~dBE_@RwA3Fh7yIu$
z=J#MqMA~KlUAxdk|1Bz-8)dC<_~(DQx+p3>=6m$nUMEM)&->9gQ1Z`^kDtG9s;O~$
zZwEMTjhmcI?7i$*kl?dTP4^Zr<45;9Ha{!S3^dO=T(@`}?EA0C(l)RE9Okeen3!;(
z!@)0aJ^l&&d-@k*74#v8k&2@uBbV(5!}?|Y(ga+Dn9CPU0MpM>6!Rql?C`<N?DeZx
zUJ$t?20n4|_v=DBfRqU3EtuZL96Rv@_b)Ips{@CQye&u)a93bgvuT0j2ifum+Rh6|
zBkE;pjNJ>p9w*N7RTEz|$e=aS!7r?hUs;750;ql^Uwmk|C^$Tez(%7*$aMn)0Mcsc
zL}(W~eit77inDNk6TquuUUP;=ez3ktX{D|ZeeJTlgq4@frbx-v_}@KFMF0sKZbLNg
z!Mv@{)VI6<5;${_^X1`c>>Xu}4aFpGKx%N;3d`;j^f_>|0H^9O1~30chH57PJ}92o
z=u6C}av2AKz8m`05X&xq9A26rx;}NE6k_-@U4yyu&2lwJaPsgOZ7-azSA}Rl+!yCw
z7QPgSv1lA(DIr4>9uZCGqUFmZL4E1`EvYBjbR>xDIYYg4o;iPxD&N#+EKXN4QX7I6
zk~jz%%F8C=PtQ1l2#!N8Vge_z3NzqUNK!eaY9ogjhp4hI!Ze%q(p;oeLvoOtr<G1U
zAa`+6NQrNCdk>MKxklA*6vM6`c+wAXtZQZExqk$$5SvOTsE&^uMzzo}BqYeXC9DpS
z2<4#awhhTj9zmWH3I+c7l<rEEf=m?tAkqnEw5Bv&H+{0+A1GaLFdomC{A)f}2K!P6
zMu&=U)p@BLRtYZ<BQzEbY)(;+lv<#(bbz5tjaykRl3>phFL*AjXy=|C9d7$=8TpVK
zpKU-)t|s_tZl-UX9lm0=^w0^Vez_6F4Kd-L@h_G?GsO_!mOUqtGn0hLC6a2<)Ue8J
zt6}Iqrz;Domq;gZFeAQ`$$IK{s$m##cLuy9>e|Xzb3h6*@&lYLEg%J5&?0s2H7v&g
z<brbz`oGi(&~WiKDB%;tzYIct_NB6&f?&m2!T?3K;K=xBt`s*0xPG7TJ`fT<VV?7}
z`NDiHUo=Sv2@tN9=)PjeUtLDcN#aVDRA|3x>F{|?GtiLSeeK^d24o*TZf=(o{D(vQ
zaL{&tBRbaoasq`5*L3#6k3lJj?^OqpyvDn-GvMZv?W-{hjc7k*3t%rtKRgJ#m%v)V
z=cuB6{ay4FxXz6+d&VCP@4!Q4d;RDu1e0F9g5TpnAMFC6bNxN{mLH1_JChV5eqi!k
zS4mJxr8SnCCcc~Xk6O0=H%5!T&8V>1)O10hCP%Erm}Q2$9+R+A#M~a2@W=AeHsf?g
zB>`Q-Qgc7?e>uWh*agfB0V@#6>#c(3j{2{v9S04C8`3qD1R!Ih1D;K^`1SN3K5eCr
z3WKR`k>{iAoZ)R<QkHs5qS<krA<laqKHx^;ZOqcwpH4+sS6WAkFzg@6s1tA<rL<P7
zVZ$z~3(MfO7-4{a<?iS0SA^WHwFy9Y`Y&ZLhDVe>fBiHy=kfaonJ_}c?(<ZHEv%?^
z#Fz9qD+AvTJK&Z74+^m>Mlp2U_8l2^9fK+ia#xMH(wXHbyV+70sZ8hpdv4dk{#^)|
z<ip6!Xd<enB;KF;FL1|k2;wQ?ASeDB?b7j%s?OuA<LQ~FG+u6W?k=M!)ClW65%bIu
z6fksl&+QLPCR)J>&UT42FTm0G{FVB=Q!n-Xi!ZcG=cZh6gx70ii=IbYmUO{yPydBd
zZSEJbtz6--1gp-W)>mOz_6x1`Va&4F^5xrk-K=SHjzgKztx&F>Ak#+oX8J+;t%MNd
z3gk9%tY5U}X3GThv*ceI$npih!D408N5b8RBt|)@MHGJVFctQY&{!*)0=R-n&^a_7
z5c73cif=mIH_f2Z`&ETdLR}&4poCVV5v~MbneGr0lwl;pka}zg9Woua*pT`h6iJcY
z!Za}FVEl?z0r5JptAlLt8cBysk@7NkMEy!C=I0OzzZ#d`Yi>$mISGQTEF*4un+!2}
zPb661_*1&Do>}Xtb!7a334*;e1y~XWpVU8s>YjR(^jq}E@UQ&VFR-x4l>Q}H$57v(
z{o+Vqp#L~c)HI)3>qP*galMOnhDBs`nFl!|X>3YgoSc^!tExW<YS`pjbZ)#ZA)6oN
zq8h+W?X|jWH!z7bV3ePJ|35E4+C4em{TQ)&?8o&D&b{uVZT{OU2mA;3#^|Bf<<ML;
z(}w@l?>Gs2%b>kU_*VRH^6AXOWt@;LRR<0CB@`6krRW}6qUCK;uimZ+^#jRO214sH
z+Qx*_a|lF9rzd~_+6kQWw{ef0&P?$MWtF9BD|;;hO*pFfo5PZ56j&xS7v=TG98LKa
zWayyr-Ok%(v=vAci5(<CQ}grJ3hbbjE}^*aS>mNND}{C%5E;>FMioYQGQX(@qhzmC
z2`a6u0%oNo3CLr8)>X;lVZfIb?o&HO2Va*v%>|A`&wqON`nTp?V)>9Kw8+jIME^W@
zF1WyyNuCg0+7u8vfdyVc!;&>6>d0>yus$uaWmCTfMW|!SvKG4kN+DgpX&<b{X-DW4
zC2MKwXFmUAFm@8-rUs|XnNm<<@s?ichH+`Kl%%-!xlTPABw8I1V_7cxESbIBfwN@8
zlyoSynqSkWg%Ej#$-tzDG&3=0onr%)VzH{50(<M)si_M;9cAI=i!y|lj{W<#{5>!q
ztD90|vGQAP&{PJkr7{@1S+WEuIxJSfuu6G%_@urlc=Xg9cwAXsVV#FGfiCca5TJmU
zH<*08{8JcqAniDFxDL7BY?^`3;V2q1FI&`Ha9Fa7;@LW&DTmcCgEjQ2@1ZmsCua}E
zN%HSA*PP!|-(26^%fyTd5pa1+^kW_gx)si`)jHEKvpC(ZJHQ1+Ul!F&9^MqFSr%X(
zWLm*-DjFQNsZf~=?EJ%KpDkYqo;xjkw7sNB4U8#@v!oek2|XW+{_fr^vxL+uAJoK)
zqxViYD$$Q){)cjcwD35bv2#;$kkE4fPi8pYJM_xnpBOyI3!i&UyJa5^kWRnK)M{gR
z5dNuwqPc{$pRHy=n#7)D8yc4?qsi#1CU%kNsj`GC$)_KZ+$yd=BMy-qhCh^``i|{V
zSQjHz;pek$=t=qhgp1&n(&SMdLYUGnViIIuU??>C&f|FEgv1e6Nh#uKZg^C3^Lpc)
zvgMx;<=r5Mc*4xGLri5L3V%&>-yD4W#%VAKyeLH9FoO<I#4^L_v54}5%#<{P3R{)!
zzs5L5AL%~t%xFYA`AD?N%D#{#%Vj#EgL~czy*%r|iZ@)%-}KrlLhj9wa=@@hj^;u$
zd_gC-U;S4Jo2vR1)AJR^ChQao1#1QxJM~Rzd=$gC<}ggQ<GVFgdND?B&sPzbwW#vk
z?IQf)X+H#4I(ul*X!ZK*>eAp$GOa(V<39dVzdSzW>3xQaqjt)DQNTYLP#Cu(`XWL{
z7N$iIdf!tmwRvnWz?#G%e?<Qr_Fb{i7plhTHKgJUaCHYrhu#R9>pKZB7h{6lE<B>a
zTjbnJO`!@J`h>(-POK13Rl3n#C6T_t`{~b8?b==KRkR=%C+GF{$S=S`RQY=-=xy1&
zy%mc$bG<aD$U%SVX}S$?nU{->4L8G}^0%4|Oj$WzO+2^&?r?>8^gu1%O7-!=-74+9
znI!l!;(XreVaDj=q7}5ZD7ggUe7dDU14_1MXEr-f4v+KK4jACe%^`w00_hHj&CNgh
zWt+g<O#KhYw|c<H@wK>k;vu(95I^l->4B)^fye0gz4AqXsUU(8V5sWi)Q{^zp~mUl
z^_WX&L|jV|>oZDdPl;X=5%Iikl^~Whb68Krq)?3cYwEC$I}2yj8)QQY44KrI`qtv~
zak(zFrepZl<%fQe=Hfn@60F}l7a?)s0f>GlIc__X2RHZa!ypw?2YgYq626Tw^$l$f
zGtXB$=k!0Ug;AgW`J=flj*;(|<Q~PW{6nqSK*Yu>2k~`&FV#Y7w`I}Mt}HEE?VXO!
z+hLESnR?B7@C}!&$ugY=#U#x|zl*l^2|IFq`+~Yu@V8`(l2K;aJ|l}}j@qq~O}U_p
zDC+CeR8}fpET8O_(Mv6=pZdw5q->!I9$Vtk@&qJz!7J!#Yfo;wgO}FA50{<TcHaTf
z16Mw(4C9KoK&wtxN}2(Y*D!){{av6jg8=R<_~(xg=Z_yrN=c32;~!w-53HGgg{s8$
zjg2`31q717S6{?g2u}6-)*vM;LyVDIX)aF-&X~NL3352@zrME~BVGC^(bn%kC%Ooo
zDN*4uBCyfx2R52UpiFLG+~9jXcnLIqx>Chjjg+vwzB;LW>I03^yP3sY$*?hKd7EZ_
zesRj3{<7_}IPHYgJ9?U2RJBhWy~YSzs?uLURohvFWoNT~nPLKd>?2IouaRSvj<0HA
ze#YqUk$y7G=QO6i8vPaOzTRFgXfKEsN&G}Hn31Wx*=9BgI@+xJDyv$KKx|x+((T&l
zQ!Jfq0bNzO5?^UfnG0u(V#T}P0Sc=6jFw)}e9`$aE_L||>xmXm6beWapQ;DyPO<F-
z{rzTIr(ON0T+fj;RkQI7HEcJxT<Dy!YfW0|jX)FWC~L?#vv%Gms(=N;`*7KSKZN&#
z>*nF)v8jDO`>)<*HOv$i4oexJ5dDt$n;rZG&r*jE(u?s&Q8O9o<tKVtrI$`yx<cE!
zd^xC?Ml7}}TvRb6D0GQmr0qoDE=bw}jQSk}zTd|eUUe&&a~)uX7`*dT>O}B|f3#N!
znBK&Xle2A?Imj71^ecIQCt?;Nhc8qwB)$s@4;>_ivU84GT<gUaRtGt<Xr$1?ShDg+
zqD*nCHMb1u-8<L5zl{1t&T#s+tCcbThBau|r1<LJ@}Bdr*PMqZV>j&QCT<iDEu`58
zb7OzUejB!xU#%Bz*7v>gAa{%NU8*{7iMtaY+rgJ&n;)Fx^Jq2JGzdK*ij?yVb;sJ4
zMvv6caxd%1bx%TI(|!B#LQaFBb_yC1Lcj@$ixtK8sf*;;VES|jCoM-n-+l6_-8=<T
zcl)~m|9=Di<eqz$w6YkYG7<Lv=QaUT?Et-b|GB=Uva%C6ir)sDy$v|}P~o$fp;L0U
z<C1?7_ei|B-MZ8jPdb_V`rGp#WDS}2QtB!Y-`Di+F?5Ue*u3r)(iL7fbgP@W<9{m<
z-)?j)xOliU@EAf!W>C63PU~2xpNay#dbJ=auy^Kt4rI4Q0;B>qty$Yb6Rp&p&DVbK
zwm}t7<oTX~wH4$04=p-&ZNKdsK8j{$7Cps5u@g~lz4-Ct2l!>dj4fO2DALaNwo%(o
zTdAsLK2f=;!uPMg&7w7Dl!8V@nmk=Zf|Zijv1R9+Nd45#Z(EXJ9Obf$tofa%qMM-?
zI#yneVFen7qR$WRj?>Z<GBdTcwcqhk$x~BPTf4c{>}E~q+Y1N^&chWaYDovGV%KN(
z_xG7xXj;zB&YG7Go?EP#0XJ&P`t{Ecf{pWYk4OCfQtuPCR}+I2>)<;j;1@mpS^b6%
zrK+ap(}q_$II>SH&CMytaF?^G+`XDhy=Pz1?rivDxheKec8oQyIQmbUt=5SMl@B!D
zD`2eo<*TT%p&Rg`t~YxPCyxne>5{vNvFs0(pI^SMp2{)G&n*^C$Gs6H$H?%%D;@V~
z)?K#0pU870Yy79}Jl3q_buiXkpz37t;X{hkRjSh}Fa<3H!v{-W9hZh#a6<UTyzISm
zJ|RX6n)Xm-tPwoIPl>%hbE6ea=B!;g*#`2Wk>WnQbKu>zlFj_Q;WrqT%FzF&1akw!
zV%P9BG5uD5Z^V$m%O?63zU~KY>=J{<J+i($Fkw?Q?t3H99jb7-M}T`NC14i*lq8VZ
zGsfNBxs-X}hfAqK&VRi%<0-wlA*>JBts4QvF&?Cju%WUq=SeG!`pWd|RrS3UdK;PI
zBD()>#64APQM;Ycd!KYF1UD99^kU5s%^~3=smH(fvX|EA!5G^5FNj9^J5rZV41Vp;
zsL@P&?*?JAb1yR0JaXyh;GmI*6T-ZLgTk&Z0}~H{x$rySGZZUuXVTHdGDc!=y+)ZN
z7tbyreHn*-zx+JtJ^sw?M#tYb3|?oypC2V9BAgWBs7o+H%{BO^(+Dl7^lTkc*b`Kg
zP;H@VGL%T#hbYTi{`C1=b@Z%V7v_^=)Thym{>%wvajk`~5NWOw$8U>0Z|ohduP$;s
zFWUDp#@JCV{4>`=%LkV0@ZB8btE%P@r>>*&CR-<k54sv{9fcS3!|r50jr!}QdF3eG
z06I)*`3awhDqCIEE$04d{Od3R#Uwd44i5UynTn(`mo489nw17Dypz}W!?I2SYC`w^
z{k-R?ys}l>0XbH$_4wPt_=RkSAy!$8U73gmLl8l|kjQ$EhZcOar(4>N5I^vGeyH}D
zEg><vdauodYV07<l|S7wLv=q734{0$DyF%Dyh7TkQhe`+bot-FD%#1rZ^u_-0seEl
zXTCH8`ydfI^XQH7VP$3g@BZ$F70z1G>S}LqGvMIlsIZ40FtcZ(H*2J?|4#BGqa+v@
z-LTVW#DsQqQtIhY^3U2{9yD4sJz#enp5C-9K6eBymAy9$w<BY|b`LeVe#>14cS~tY
z-bak+;U&S+yLsH_O0SzeZy4V?akSr`<@zaTZ0Se9YQugj&VFoNAG%odnC~+f^Pci!
zeb~rdxSfpVJSS4-rN}bA{%hiYls&L-yf&DK{Jm)v?IEP#<;R-8f9X}U+N!D&|1Ea}
zz=}@EO?;2kF$im?_N#|E=8a8Ez_>pf;4P+rI~2t2v%S5%n#BCB-5bD{fF0Z_)ymLy
zh|$1GuOBV}pp00~+eK;no(FxSqiRI*k4A5HS&Y>`Dx7-;_I-dH(2{2Cy}kdqDZ_sv
zk_;T_7lHvNg5m8$BCz)>lJSzVZ^h<T)*a9{3|ap>;bA!U9!0Ia-JBa%gUB0AlgM|S
zp9|z(PZrNCE%j5lsf}}0WO5lWj7ivt*gAU$Y-*%_mF_Fmnrubv$!lc(BFI43+zgE0
zUd?(oc2Wa3Z;nnz2w#96AlYwfKHJhvD`v(rH~*Tl-IJKyau@GW_*BO%T$g_Q@K#6I
z*Q@ZiI4OUxsV%M8ob#@InJwgNyO38JY>L{29`tE_1HWIOc^%#viFz>eL<Q{#5<#~@
zsLMHsHKbFf^ib4QN9u@OiktlBlR}`furukXV9C;wii7&)k-nprkb!qK(-f&n^O}@q
zRmXe1ZBH_DXdSFYbG4Ky>rJD6u(s}VD*bpt+wYMn{gko1{B$4F2Q_XF_?7KLDkErJ
z4kO{-UNFn2PlV_CCn9Mg?bsr-ok~BRh$N6k{njEW5M+Lbt>e?X?EQtBy)6@qOhUiL
zz0o@Vuilm?*?f>Ab}OMGuC(F{q&lZRD@7>Jkqh*l=>->Z8wjkz3*@^ac@mQGe8ye2
zijqKX{)iOC$?ohbyNKe8AKN~fnm=Pc0e|}*27gF3VbcHx83RNAI^(2F0*iE!xXT-h
z*yq@(BSC5Wnz6EqWtQo}aw>Vjc?N-T;@E<y-Vfc0V$vsjHYB+nUfG<Re*XW&iyKR8
z@ITV8*_K|tZ9`r1SL)4c8$_J%IX@&qZQ{O)9Ze<ONt(EwE*prv-lkWMoyJ`($0J(D
z{i*V~<TZVf%)K}&%ml>ClqOC&Yo};2=zQa+nvJH<;xu=%A4dWQpOFYouy#J9)BG6K
z{y&<|Iw;DokK&}1bV_%3NOwthr*wz3OAFE=Ez;c`(!F$dm#}nqzR&NEcLs)$m6^ry
zKKFjlJ?DH}!uYGX63w2}49N}s-k&$$$!w%@tby!bb%5}Hck-kYO{u_%K!YR)kNs-H
zde@u-nj&s)ttm*0@N4VNOHy;SrF#$=%$@L5;(leEWQ=gz&u`}DR3mj`=Vxc>z^3R8
z0<A`OB}xNv2Vk{CKK}^XSYPIV?xz!dl+(ZoRi0&DS(`h%_dmZfUo?Jh(D>1FnG6x_
zGJ5M}Te}$pqy=-?fJ^+i6JUv09cxv$UgrT%r<<cQCpxxBW<s>EOEbN)UXTp1XX9v-
zif)j+^#wefn&=ub&-Y4bzCXlmz7+s&gNb4wH?6Yl|2TSXyt;8_<qTT&TJt$siWt~@
z%oId_J&4=zKK%1`czt$w`{5UQ(6$XuOvr^#)-kt|QUbM_mX;MeffV<4t`#3K*fu>K
zL!xFO5_kzafwk9$d&a!gYv|hW{`s|}tPE(`^7Qh`=T^EsJ9GNif&ZhY+om!(iPJ*Q
z3iv*ieI)@}m=y>l2)y;8c{^z>E&lUY-dR*1OmD#ptSwMrTNkNw8ANY$0xz*Xz{I9#
zu%&+vdu6;o-NV{C3_vi{Ha7nE%$VF)9BY*y$E&$kZ=pLEW-y}*z5!s+J~u@^Bndw7
zFAnkB4MV<JQS-)bX-$2ZFDJ>8SQ6yGieHb@Yt_$!WQh0?nvZ3*FuLj2xEa;ZipS1w
zl~o<rLoD#tpwJHu6~%_AnJi}_R?3Mu+eGVa&o&RX8JD5rfBMIv?>I~h@+n<7=;qpZ
z>&7IXEuRhXnW|1vTOf)b!ob44lFKc^PawDB@nO@~{&N*qf`>L#MXat--^ut%&fY`y
zgAQ3K*junnH`X4_-7W=7MHac_kHz^M037a-55E0Ud=cwv*CGXyBu;-pJErL|P`rq_
zt*YXn%~{Plu;@-j%hXjIosnl&!-<#J`jJ-#TZjvw15h4CG3IK!b)YY0Qy%bHG7T8N
zcSLUFMj8*!+QP3OQP)y)27f<Urjo{9p<mNAt%geu%lx&Y*fmf(4I`@C;3GkDY4!Dx
z<ikC&u6G@n`l5+(chWGsJfMAafo0O_;xMG4=^!UOI7cQ&vil(L*OUZ?U>rJDRKEiG
z6?J8#5RztZ!m3z256rrI<2RKqGy=$lKBjE2)R&b-o+21mOI?vnm&4Oo>QS3)eaLl~
zhBC4Kz8jN~@uJ<ey?!Da>orJ)+m}A_lc(3R1BAHUN9xgYGIvp%S*YuWaX3<89&$`+
zPy!a2rrU&+P5*TO`XB_jwKl#^U;Nj+_HFby=sYg(-~w>>pZm<08{Z;mY$9C|OIM4k
zsI8ePm)-vr%f>m11MB7v?*z&eCrllv^!CA#RbFNk8ywE!PuducRYwQ)QMqDQ4X)D$
z0PV>OKpJBK8Yn*g@Ly0>RDJN+z{dMH@p0|r%f_y%xieH<Tbunz-A(@V7e`0O-~L?z
zDY%K2zk!1+XW#S}bOhMb4txVa!PYAKOi1V_drD0`wEVoGTl~(NG@wL}sZ9m6Qd3{c
zF(Y~-NvHh*)*Pt3Qiug$pTn=fn%j1<xvJCj!N##US}DW804nS4cnCiMhCY&&mu)f;
zR|}6@#rs{db1UnKlX98-^`YmvH6LqU(3zXcsY<;edf3PVhE$5>cf=xk<YY+8MBNyU
zbnXoIJOvzZ@cz*wX02D$ao?lQbS1R7`+XGn)8MTv{iu4et=$L!$h7An_~@>N^PP{F
z5D@)~8W)W1PY2`dAsJ)WhNxkZz%z?9My9CB{!$4}49_;Bm6a^O-|6{#M{O2MxV27M
zG0KQfQvNk=>osv!!ve6((gn}ku_@rB)c|+T^7?w_bGpw>j!!wH-qcM0n!RKF5TZEg
z+{B)RN|pgHI1B$&G4*0NXomN9Jiq%iS+ow{h*2&9fj@YB)?3l*kCh-sV)n35Q5)gx
zb;c=yQWKZY8?&Q|{VRFyW50y=chGfJ@}ZwM^GB26`j;3vI;v>Bt)8%Y3g2-g8>s`u
zjLJ0PdRIE75A6u{G?Hwe_{5)_#2*HOFhIdxbMjlkgXMv#K{JRYIi2Vy<D@=u1NI6e
zcHJ|Wu~|*bwz@T#d6hM6To2Z^IFW&UC{gh+rQK7iy*3hsgoAX|Qyx+-$cG<S41%4B
zTg_n9PHkBP+;J})!#-!FAjd!v)pQQO4ONiWC*a8WNNtG{#gkn~y{}_B&)qD@<F(<U
z7%8-&y28<7*$A^@OV+C>&g^%HQL16dqZc=uE1%xDyu!bw)(w0rM#M+z6@)wbUGx5$
zV*Mw<fN{L|E+C{2p)0ukM37+PtEvI1EsZM%;%<aTceM0BSB$i>VH8Y>op$o3U}eM@
z3=;&#U6<Y+iI|4S5rHNprE={w75cnl21Vld=E$O=@sFo5c%$ADYFqW`jAR&(-M_aU
ztjiO~><8O{0#4()A-7hf_xx0sigm~vees*3{F6dTU#gCKK$F7p&S$yOOK(Grp&U$O
zGuXtFyDqO?o@yV||2iXmCfu?Tq0ci}8$vN2NlBs)f5k;zbqI9{f&!z>3=7VM<fX;I
zu=>%%=V7bDs=F;{e9fkQ+@0%{SM0V{yXVmt$G{c5Jz$#lE63PL*xTDfEu0JZehI`S
zABmjXe=$}4-PtB(gME1*C{O}VilTAdkxC#w|DzN2nLG9LOD}plR0((*0<i&EtpD;A
zcEBe6ePuT5^UB6LkD!5pnnkq9fqUI&fc%<98*!6rq<svu(MsGuYXh^uu>z34YJ5Qm
zs0lc}*jB!S1o%J9{pPB?0P{Mr+W6Tu&K_C-=iYqJ1ZLL$S_7kX-Xr(3a=<AE*f&S0
zBXFPZ(O20(%YI?a&8zvd#n}zD9htQH2zYqfb)#&X2XEcz8M<xz>7!?YH498S_mxHR
z;Xs%pt<<<0*j5E0F8~EsUrVb2fbzuJV|6q&r3gTz+SaQ8)E2G;;;H8<P%x4N1xRtm
zy1FI6JdF(i!;AX1r)1O$fX2zRyXV*c@PiEG(Hsi|yFeZ!(!Yxgs9<MrT#&b~<O9kv
z(=C6CxNM0n*fmygfc>xyKa6%aa^IAnBXqvp`nn0Xt%w+OpV8!H$?COEEjl_oy8%TD
zwH+P8%_SS<^w})mt?$j761gfFeivelWA~}xFM;^=mAWRmdF&Tx?AglZxi6OOyCCqy
z0ua(2R-V^(J^j@d!|MIh-5cNIR@&HIVF(A)R`x<u1{1cG8Fog|;qp}PGV7#;rdFu>
zk@!lYGd+~6dBiy%iUrpBkzf9C+RgKTUcx-=?e&tjZL~HaLgfk)GShH7HFm;Fbbo*x
zMivdmyi~WyL@+yA<2GWKHl=e3MqO}0uZNw4I%Pg`5S;}U?^MAbmK%0(7oGT<{Kskx
z8#b3YM7UOtb!oUzbeQu$vC07T4q9^-69bPWJ+LiYto&omrg`>m%{{keybJ}gHG`!O
z>TkzD2}|Jc7kdFB6~5@tEoxM)pDNWm;9HR+|BUe|NS&M-k%8R19d_+usWl?rr0x%+
z@~Jx?kN#F!-nfE8|Fd5p9mC5taq3#e^_b|`G9w(BZi0LLpD&{6Y71V|vy);-%Y3$>
zG9Nb=NDIZ7f^c&wp31=<BLbmSH0z337GiW;?%g9ryBN}>Y%Fb~@LGgl-s<!3w+TXI
z*64q!K{46JVTB-5%Trp&u-dm1$0JUrQjS;K{}o7B!?fL4I=(`l-HCEd70iQPY?x$!
zl9)JfOPMz*U4F;rdCs1tz#}||W97TR3Uh?o+nl}3fCyPvn>|a&48szJc0{grL`JM%
z+CRr_x$kh`kSX#4bpucd?7K}Ku^g_i`g^@nYhU9eQoCMPyNqr&-czS-0O5z3E=pn3
ze>aBL{}?E-ay`Q2vr2_}_dePT7|B1_xPDK}JqPTw%H{LObShbj|79g7fL+}Hh$}if
zJO2UB)BkmA9ek9f5+;mMw5(j(Sa(E^%4=*aB-Y$t?L2*>n)C)g1?64TZN`-Wy59T3
z^G36fO|uG%gHw^39@?Hu8qI=0OIzFO${NmBj>+BJMkjmwdM?6bD_aKpu0y44pLC2M
zZmqiwP@~_m0h<5^p<~mrfW75!cYKrf)$h-%&VD0}i&dwFpi_1IB!km&)HoDzpsTs@
z*{3QpPqlBG-58(^NUKo;f|)X6k16|?g~dhS`C?ExZDRpok><|t6S<X)fc@3lx;VM0
z^b@d`Zk{&-Z0mKoS?<WZFVGIo&dor%o*JwfAiL??XG2;xHa3)jr1ysF#4yksq)j|{
z3kJ)Kg4put>pYCg2Ol0yU`1dYpf-6rQ~mtdx;sK9>(^s_-bJgIHb)b@z8e6IWK4jM
zg<_$$KJ-OsWaeb^x)&DG!lSfd&vwakL7u+Qe%3EEx_0Q7<vEm&AY>IZ#vI6pZ<<y_
zr*!AxX#g2P`VCK0Pwte3X5kq?+hx7pRs@R*A!*ZdSvd6^t~+7QbTEe6akoC?fEH7v
zqD9Ase*EV;&1ZnbmY)0^F+s(RNE1GsZT?4dTD8`W1h{{L`$oQr{P!K|r8zKMtZiRb
zF0P7sI1Hut+;S;2;mAdfPc<J+H(`(Pli&=eDFS&jE;U-c-t<aM|NGeXyGOULb55j~
zK?D-=IqnSaBi@93MKLtZ-`ck10!tnVu|rrj)Cla7d>8-@{j3nY)2whKA$DYywV=Sb
z%8arYeH!W|hNR*^tTsB$6PtzRZjs-{E^Z2AGwmJ|40{aIiKjYy@(25`zN*0zflS6B
z+tdV}w_|2av;-VVvGDZy9C6E6G3)rt*nET~T_2A1qsda0!lbXzwv1UA>p|GKsBQA`
zd_hSuGP20w1$0tb0*IX4tQt2N<a0Ti=C6B}i6~SwLqlBdxQ%y7RAG-9eai%xwhi%c
z(8$t;;0A=i%L0KuCWQ(aO__R3m}>ptv~XvRU^*{-cl1V|s-qdF9yT^dF8yIX_rds{
zN$n7PoqlH<bJpphDu-UIP$?l})p4dAL2imbh@eo=^|9F9Q5LgMFI0i>hErO796E%X
ziLhg|wEBvmEDW~Jsr^z$0#P;;qnaBGlurHw{maAXJq|Sa4i~%JmHl|ncIkbv<<qqQ
zP^*A#X3+Hns0aA-;?%tAlmWYwac@@B#$;qZdmaL$qP9oWR{>Ps&=Z2_LkQQ8p5KM9
z&x=1jPT_A>)hryeY!8X$KWqQ|nlMdK=&dxU@_#SDjXEM*p}Rb$a>hZl{{=#Jz~EI~
zqFh2!-`669AKV*VCV%UqkMTP%6wgxw9;>1@A17e{EE?UPunpGEFKBIW^OFMw@Cz$3
zxB1G5uAe9S2(V|kJ>(g9hd=y2>HFuQe>}Xa%&<orKx7VF#wlm<TDc$4N3K1%k`30n
zO+3m~4S9<?%>7FcN+GGqf_g!UnR?;zJ^d|%P8OI^eUJf<aoq}2--2`9ge$QH0Pl7m
zE_czNx@=t^+!qEaUQgRAVtsy-)j!1|*`yg4W+NC@G!mGTsxM7?GFkNuwxdn7o3k7J
zom8OBUTjGNE|G-xgX)<_za;z<hq7g3=N#Tl6D~@GC^~psS0-Aow-!P8a<#@`^7ZnA
zhRwlg2u55Wk3Uwn{+lJ372Y|&IFcRCz%8URakt1qP^vJ{4C%391-a_tVkKfMFnXw^
zQw1=Q<Sx7t500wUVMCyumFXu#@#7ALqoU}G0vJ$1L1%wYZlFnWe}tHwG(|4GkpEVx
zilvmb{7SK#elg|M`xNDyvypz+N{`Sm79FX{2Ma_*^v_>17QNX9+c`t8BBi)fdSoOj
z(z!3BK<=YoMOl{T^W?-*QCY^}RSMx65$uH~co8H=#YT1YE7O%%XPkVnu)_<wqs7CC
zy#y=l#bh1D=dcVUwcwBR)#rjMxxW@WT%VYFSB0>AZIRO(TZgX<;LYn0*jY-XxhHFZ
zEBwkWB)@*ES-O`*>bi6jZ<|dH!?GRTA;p*8;6Y*|w`t)_KHNaL7##cY@8zdtd2*~c
zWnwTQ7OHJ=zZKe_#eUlXb*D>@=!@3rDkvHHJRz`i?>4f8Ud}gJwU4e;lZQXD>`cPC
z^a2&IBrCt;L~)3^{Gyso_v$w|@kIXMl^lL-*SeT2#pF2lj@vUzO(BFPRx}8NsQ5jO
zk`Vq&82^5mCVN$T{x_W1H|e|21?sR!a1m)krk|W;LENSEW6K;`gb{&3jm>U*yJv6e
zh(q9}F&R($m!;TEY%<;%({-Fen`CINn7Fv&OIIxfGkC(ly>mVMfW3th7l1s0E(V-c
zN1d99fb^0ua6D_Nug9*esL%uw{N+FeGjI;nW~_X*7J0Ru;YO|HNUqhUlhb6N`LO_I
zoM#{}%P-NO-?PBk15_5R1$|5j7chM}j+B}qAkxm*7_qsxbpkiQN(b49@i?kX<^q-p
zh&n0So&qR)%>mB~y+j)>kVMgkp3$?`yA|!%5IQLjH4H|g2+wjYWC{r;xiU^Uc`+R=
zni!5kz|SR+IYZFr!dC(6F#c`%8;D<dl+TydGtUAK4d6A-NjKqKD`_<VmXJ9EisO*E
z|K7nVm(U87EeE<xM9@dR{JV5&HV}aPbK#4|!^a;zJv}X0Jq7R~ql|^5<xu}hyU$^~
zU_=GrMQEij7b_2DAh4h6LobaRGW5hB+R?<+a4M>+MN5`4i>Q<g_6W^MlgfnI#+*0&
z$MN>-yT59aaXP;j>+D)*R$I04%tBeT+GHav6p{Tw+_tv0ybgZPaMRSf#ZVgMPWv4`
zIjL214xeCEYJrVWn@V#j^z=vlsA9_3^Bux(q7)3c+oC0F?%*opP~m3i#|9oW7;Pe*
zlAO6Ia(!-?p)OJH<u9Nt6%<S7GCx{;km1gZSO4I!y}ihCq^!`OJxgN2Y?56+HS&v%
z9#fY1mVzGb%T-Fj6ig}6X$ZF}VqeXjW;xH3YK~tKwSZA#MRG%DLjA+;r_=MJsmC|c
z?Fig5Y>G%k9UDVi#Ks=MbsN@T2g8(LarrRtFTT}^eP@M})*Ma@o=cjg+P@p2fjp>%
zqcOW!(e4c~`G5F!`mqne9148X1@Q<GOz@gmdJ1;OrI}E4CHCT4;-{vXUp(v42IT*!
zR1o^_rfuogyhJb_(!dL_s*a|_od|x(YQS(3`^s20m#`RX_(8L{ug9U=l~~^g2O5(a
zIS47CU%ntd2d)t(iA2S~z~KauMRo>HYF%s&#+(q%z6w^E-|%0=$LMHN3jBVL-Gos5
z7!T)McD<;9&i*rk-oxM*_n5ALknahF?;%Mhg00<GjE0|@Ys!?G8piBH_QR)q4euU9
z2wlU5^`5Q}{o-U_48s=wP|bNEzRc`mSaALqk-Co5X%9yCJCK|#IetQ|4tPCACp51*
z_G~-9-#9n)yPdCRW3YLcYIB1U{~lx%ABG}EjVf(-K~J18{N`6VFz~r10NLdf9!$y!
zc%0?`<6gBLw~Cx)2m&!kO7JFZ%l+FVSx}3Tm#UD`(c^9l8NN%$>B&i2YgM0AhzP;Q
z28@_s4ke9_jt)oQ2$!n@d`cqb0nMRW$*hqxy2sLb3uVl18jFp9CKG~Tp`}$uj|{w4
z#mF`~!+4%cPl)+F-SWtG5|q{cH7&ihX{JR?507?|iJ|aDON+riQ(rIl7F(1<fINgD
zC3W_nlJkn8vGIm6pR2^<=EHbnrV}rKT&@#Zv_&i`W7Jw~tSTGP)GE9Z;`J~Jt7E>k
z;pQ~2^|{yx6PmpJn{ow6O|CYkfbwIlX9YHM1F9cO%jDx^s9>W*uN!Ce{{TPX!pFS<
z(!&WQjFGW=F$UzU?F<m}MtnB>3#|*AlCd&Rqqoa2L52g2*QG~}#o;wgYBt-)GsE<_
z4grem888HQWL8;Go*}~x9flHw3$8D}sYf%K1#Vr)Kd^%{So-OhZm#Q?_Lmoxf5b1t
z_*U2SbhP5kt_PQuP5ee=4dMGE;a|1O-zGZCq*?E_#$<YBNDEb;S>ZG2|2?}PNlMNA
zE=@^n=&}2Z_d{T`<hztuL{ZeXhlV=>I^{#D^OlUxv<*J(Xz)04SB`6R9pVi6a6vyU
zX*H8Cu^8xPb6(1I;;k@RlCA8J1Zi#*qcu2><$w-`NY0n}S8abk#wWQ-n#QCg1mb9+
zAM1pEV6z35Vd>aVHXY^{pNY3WC@0se)ND3XT`YMUWM9KR{2CZy>@^6b+A07ehvB0Y
z$R3LkBdjcXua$~5O}Ph=n_6}sUry>0?G7v@=*6CX$KIR@wQ(nbgH8sA{WPYL4=ux8
z2)-TvTw#7PhP%Yfz51DgjdG^xU+M}BvaAZejaHqRddf=Hb1TU=qb*m9GHPBP>64*Q
zNRj2>WO8s!tIT2GOiq%lTts{pJ)gV9<qCEPf_X$T)dFcQYy{Q;xtcab{1%NCEoRm5
z&rb}KRkb%qgyy(l`vMK6KV$MWF-v~ANpq4){LJx!Jg29@>*JBnpA|N|mabm3q#Gz}
zSd;(|uwCI_MyKmG6v1{cj~{GjL|CnO_m-1Ke*_-z2ZyMxE)(p8fHE5$m;d6$EFl-x
zK3Ub@&*c*SX>B}@N+Q1B0NAZ-H$YoAb!q+LY$V2U3^u~LW-tBN;VSOJ+FVt=M?JWk
z9phH{)6HLD8<kKvya2P*<ih*dV6*kvP4wQ)`9CDPjzoAqMTjFs|1+TaM8^4@n3L_6
zl~+CK$1T%zGx-E&-MMb%#|6N!S}3uU0Gmk(eIz@<N1(*RddI)ZnbrfK@XP@7*|d?@
zW+mWBP=fju2R*c)UHNvSlG+T!yjtrNcgxD$vmn3Rlv6BiBlE(`$|5T~uCBA=Pzup1
zK%&uMuv!M^w=ulyIG@poqeX5RG`s|47dyznJ{!I#6^&)gD1c+j)$6p8Xn8uHNvqi0
z5=XDpgQjo}N7_~<{})l4>2Kx`Rh?wwAEES<Ziz*<1&wHydg<FP1baSC;Mgq6QO?~C
zd~+`~u0yA2qnbRSNh*fImF4A#I_6nm#)Kh=kpUCr2gXBM05SGgqc(86^5KVg5~O88
zU)EBub&wp&XPUs*7x@9gg@W|8eX5S^0gZ5E4}tV_GC?HO#@iUWHPy<Z`gH8L;$#np
zCoY})m9*XmyZ%fAgu7Wkp){M)mY6Nq`p{44{kh&Op+v-}Mg{+<emmsau;1#`%Q|kb
zV#4BkSFs>12zL+UAzBo)c#~n(Gh^{y*=Q|DaUF~c8F&893W8qt>Gpu(2H0cW%T<f!
zq2E0`$@~&`DRAhgZA3E=(Fsg^x_LR>(fKf4R;c>^5eUb_V!>#N1D#XI1>dB=RM>Ih
zB(7$9cB#ZhO~j78MoC|hl;I1|0j+j7kdxdX!BZy}J2VQXP%TMZRWFWB=<N$UzLwN6
z&pO=#vwvYxdz<NA9}C`Fh0;wl-mTZ*(s}e$Inwv|t;n<`(6_>2X=xG!O)M&Ng=VV5
zHOmsVO0|ey_=pPFyqb{NEqtNa+6QCgBu|39h-A9oHeWNk`GY*Lj;UuDM`*1`%xNY*
z+a4t<$RL*Zny%V=T1wTL$Mb>;o`_b|Ml=LecHzV9&)VsK`qeb-@D&R0l~6Z-$}cFm
zi0$pJb8nbU|Jz`5swPh!;!yIfhl-`Yhu5frz4kEl3%Bklx5x-0)3gKzD5yRLaZ`>y
zPi)fwFN5-q$5B)cgqxH8f=>by5$~R1_TEh{Ol>(ZGlX?su-1j?eUI6rV)*YD0)A~K
zURx%qdc(u^5JodhSLR$&Q%;GD5Ca^VG5*w>D-@?&^^+|{e;Ed)rj~T`DsHz562;r;
zypD-*HNp9{D&a!tKi>xqn=hmvpd!Gc5E!J}2jR|@lV8#k=N3HByb$bl#~49r6gL4L
z&}m}J+tcv?!18z>%zo&n6S1rmhPkN*7G~Sq4%=I>XWOfb^7XrTz8WUC6%5%2Wl{gz
z>;OcHvSOh<hX0cKdMU#|_qPLi2qNH?xCOX8Bfyfi`TF&%_t6}~?C~unO$gvOur(;f
zkS>1(>RSJ){%LFsoonF)OoF6(_Lhhg015z2HeW3R(gH-lobE!|PB!(8){S(H^**_K
zdVXK0zbY?h%AXAAoGMl(SvE9SJqf<ZR4%SK*5}nv^!st&QLPn-)?v&h>T}iK*%ub)
z#IKVMi%`D+REnu0VW!~Wa|vX&Gb1}jUjjvWeR=dZz?+l-r<qo2+1uMw1p=-{8aZ{?
zT)@5vsKABlBS263>Y@7xAlBGeT3VJgDmN?~0cGfiHr$c4)p2=4VAm4>Rt8+4<^zzr
zXxfyvFf<av6ibHt)78`g*OP{YI3UJ+4p)_%Yy2umdh*}}_h1s#^<jgn6TLlwR?-^!
zVJcroC$sP9&etf`4Qbr^J%BWPIZB!5yw<jc9jP2!A|CSiqZPKEyF$;Di>QeAb*Z-(
z#wSaZ`q-?sI~(V;ekI;#(Av0Y(AX&4N6a)Y8NjYUwY9aOAFhqTx<Fva6JIw`sK<|3
zt?pet&p;l%cX{73QG}FQDI~({$^UW8zCtx1n?ucn$AxY&XO7G~Od)Un<xz^<uSI(m
zH<|1#HDL(N$s0zVp7~+JDO`g}<T;F_T^1f{6rmziwO11%+YDnipL_3f^@`@&J-hJ1
zHa+Bq9KI!<kD=6pTyi_4=OD7eD8YlpvzF4Jo_SqorlXO3En(}8TD+r@QsAVfhvGO8
zGhNZg>0wD}?Im?_`pBO*Ofbynn}rY9GOLfV#|yrXmpU9~Er$Q;T^Xr|0>@_E&_q8_
zCPzMk<qtFNSDIc1yJB{6%n*CH*WMo(a5RLds4-01d+@8`T*#OcHUc}l1$%7Yrg!SS
z*Qa0C-e+iHD@k^i=V?`vT;dY=_DWoJEnUItIv0vs8gw)>J`Hzp440@Y-P0L;Ly|S-
z#Wia=lF=NbmO=ulAxk;t;|SOTDXd?1#Ns<^DL-5xekjVLA}Z6P6fdI<koFGx5beG@
zA#W<jeN)fpQFBbc6YNFj_fvR$bv3K=<3HE1-i8a53qQWMjL0q~&)f+yYpGhgQk)7=
zV_l{7L_DxG>;%8sq6a%T9HZBmDG}RXeI13q%vx4ja`8z&<YelAYr^Z!j*tW#3Kcr6
zn>+22!DcZXfV-N>7vKSLm$2$lgQI7#JnMi+vwfd_x)B2YZ$2zIzb;hY;*h}@f1bx}
z%?7LAT)KXR5(cV73=|Wnw}Ewb3<C^Z&Hs58J=*}e^!(KCX*L_}em$To!L;K3o13+@
ztLkDz66c(UV}{#E3ng&j-{C4NUSPXYw=g0!nO|0>neZ_YBbYui&j|jY(6&tjXZs-n
z+mmnY(3V6Z#S#evFf~|KY5`g*pmOHXC;TMku`y_yC5nMt(AP?`OoD_qZH#IZtFSpq
ztEn$GmK_Uxn<&l9%*?tsR$!3q+C2Y>0T6mB=_7$ljUwB0pd0}3A7vKVCQwJj<PAAF
zJKuxXQDI8}Xc*A4d6VIm=p<Lrcn3TeJb*UztVV4pGcT{^y$ozXyj=%2W~M?zEv@vy
zpBS$Q;H}+FnDey9=q}TjrE}PKx(haN6nOxgFQzxXQr1MNtoh)L(8!!IVXRN+b$ilP
zhjuGO?UxnGKcCQBV=)T}VRd;mt$9Nz_SLUxesRO*9!A&pU3c~`%h|7=$ex!5Nhy1?
z#@w=8zI$dD!@gQcqR>Ivv3V6QqxAwdRDe{1ezZ3BlRFDSdyUaCC?vRJOSs?w+4Y6^
zd7jm;W+Mm`OOjc`q89To#NlF?X~L4iz#NLh$+_eXe{fZ@3c0Cs?Mp`#2TOQR5Rs-N
z1>XEE+UQ3@fJs8k0i)?rm@<Bm4<$VUe;Y>OhE^fR#AqhTv{dk`ksz%MXRBMH!nN!A
zX(_o9BW`aP4<x{wab}R@Dd@FA6XO|Wvm>RU_Y1;~g|9ZfcT6yAu*h$RFfI>?&i1=H
zA5U+1dDWP*cl8i9l&ej?4TyUm&FaX#ZzH#bVSP}OgD?<Y4yK&0y1B#EB5o0001_%|
ze*}1DN!|quA4eUj02y$oFal+BH*ow#aQZ6yJVaWGpD0;Dcb}_$mW9_`*PAcK`gCfE
z>Du2DU~PVFO?;`~;lnSvmNC&xiLJOGuH0UA8`UPoNR|?ah{v#y#77Y)50Q)tOf<#3
znJyW_U<jKcRb#Zs<DZ^sA7Jbhjnq3qd}54l#-*nsU>Jo8!h_NJZc&PnEHQ_L2`BSK
zF<wepH8sJBBv&C~h{bYm_&C^pfYqMjq8@E6uR!^uRt5$O>jg^gKgq(a0NptCPwPX|
z3<JAR|9b8_MKL7WjpZ2t6{n<3zQFeTDu8=#`6gK8JZANg8Sp1-#-V)e+wh?T#k}sK
z4Loi@$~}7QVjvoZL)$yOhelu5UUheRcAnW`#qwOeC^yUVUwZ+KbUR~*3<galvpEj-
zUf6%n#2eusV6qzrkUw4%u8(`E_xbeS0Dt{|TWncO45|lE@_YwcuezL&mPgz?y#1-B
zw{kWz;`9qrdvDBET@hV|VPS1+y9i<{$H=g4eonr3C6;cTJ+)GoXZR_(Xk@VJH@&|<
zaxIg8m#N}+^xEQPw$~lhd34XjU}@95YWWMI|1s=#rqk~Sw-OTr4G?DZIn2;EHaK4N
zs0_<jt7~r+&{Tga92m$|NieH;{{lcFMFBZT4gqfKziyRUChc{gDZR20DEI+53CY0r
z)HHiIr-q}|x2*~UrmIB>W6UT*1OS7f{$k^QUji~hNQul}c6Q8wiB$kl%uEm|LNVSh
zw)<W&V1ToQUIKL@alA7(>M>bN&){Tq8`<oAnl(%pe7l|R`{Spr#UN2q*n~E4&c90T
zq)J)zz%hf+Y<R5e;Ahr?C=MS#qebgO;d+7aLo<)81CV;g1ZX^jkZ1X>BJ`q#la01d
ze{^I7In~6U|3B8^{TSizLZWd`ek+Y}2z1Qh%dZZBPl<z(d1-BIv!%z_s&)9}%cH&C
zgn>$8(-nXH)3H9Qv~jg{9J>8YMYCyz<yp1;U9_U~w<InCE!=@#NBg0uo}<Mn*rETB
z62k)a3!zfD*auZ(3}6`_(tKN!b5-Bc?DNG4F51Ey|B0L9yW4JAX~%5C6yyP8NfUwL
zzDTm;F6Y}y%YRxr$tNHypCHMz_f=(@<KN0waIOT_4gtoTz8cd2d)dKYig+8P-o=3i
z+T(Ki-K1_mx>l0Tr>8$i&3>&#T`lVwboNM%#r4G4#`{YhPf=3kn|%qVznC+M-caNo
zsC|91WrwE%KNE(rV|M$9pTcd(g*ZcHCP6#G>BpWrhRTjybYI@8!Y_?{Y&$=5k=uJn
zJ^za&@+6n#e}Me*mNrLiK?mxu+Cf(s&a=ZTO!;P7$~BlM8%xHrEo)ceB@`eqHM9k^
zouEOhD}=b)P>-N6GCVjjEU6{rz{qg-ey<=eqYfy<y+`URiu=n<KQm;W2c<@JJLEy`
zsJ9}4A)RA}UMQJ@e2T*fmvpZ*0$P`nrfoEBR9#wAk0q`edx)VV56fDt7H?#x7j#tr
zblqPvC~AP`K;~&^B9KxZ97-u<tQ9k8^0sGkRhQav(nt0<B)h>J;%$IP0mu=~dMTn;
zGpU{K32-9k`<%I7QEd*CO=6PmA9<kS)53}pL@96gyjKU{VM?mCO?HaK!aJVN+WL--
z?^_rCLxC+Y0hWOmVAUpLUtH2>?yz16n?u0?28wr|my!1)@Z5bz%>wdy2f=KOG>$at
z_&TWF4M*aE*LROe<-zIP!`a$;_<OY<A|=019c#OaF%Y{NDRyp=F0ix}09VXW*pLM)
zMwenrSS+OP%@*Gqwba%&sV_!6j#=~3O6jhw88TPQON5&yeOutyn`=A+K$j^Cb`&(V
z9Jfv>jd;z?_zsA54cg6%i#i|=$CJOxX`DBh6mT5U)A$>p?F>nKKhMrthnUtXHTj6c
zmEtOUV4GXs<(M$T#$KEs_M|-rq^~rBBjAn%<tgr*D1i2jAGOi0N#U_N=nt4=coZD?
z)&=YQX_NPj&IJY4ul&}=H|4h7w5P-St-c|@Ljvg@h8!rS{K`jswk(`x<dMCRYOBhL
zqDV__p?;yl8r#8a3V}!de*OrIAw5S&jKI_G=J_>DHO0zA6g7As{^(TNHJxQ<68DVn
zoNq!<76RjcEuaQD`aJFwpda0(<7JPRF+Q7ia=W(dIAPT+g!i+;5|+|J^3S&s-j?8z
zU9H{k^J4~|eJGqV*jeGkdH6rYP<F`S-D`i&(v!%$U^kAzM@+i;vI+M*-{~622>WoE
zJ7rwAMJ-2h@bTj*OBhc|N=0}u6+X>l0-Xwsx+KPjsBSQ!GxcY691^7_&BSUgDOsWE
z@6dG2nQg?=qKy@zlHUxP75>%@Xe9QnX%P=DN}f5t;=Z1Dq*c=SXV|$!s#N|P+OR+L
zE9^_Y*H0OPVu4lX$&JP$^pnQ6iN#jJN2E~g&84Piq1C_RI3ggE+=PmsMpW)%w>p&L
z5q%+hZtxhlIaR><7IW930vVHt(`Vo`m|^2l7{z4OJ?gE^_%5Oe$6D1b_z>L8cN!nf
zrEgQkWhtZ&heJvuq}}Zg{abymQ3@nSzLngo7xVFhBM<LET51v|-72mt$%RLE>CZ?l
z0eZy#nfyZXAuzv!JO;L39vK@ELXZn`q8uK|c+Z@fo5~jje|zh|4Yikxbn*)ACF3Z?
zfiE-<hsFb@g*#P7qw-E<)g|EFJ+=UTfDJ;TW8!zq_I_*fe(M~9f!1|X$R_+*qkF+k
zfH+aL7dpnb_<?cbb3W4j$X|BCl&#*IPbQ;jh)k^R@51<`Yu=vgXiGk)_9oAB|1sU^
z0*(OAWLw+%+2Mb5+b%btXzgwCxVp>#f<9}fJn-;lcrrSGlnj4^f*Ys@ItHdQK-8U9
zPUr_nI?X^3W*4})$QJQy^*flN06mj<*&yi)76;U>uD3Q;B?9@kAh!ub)k^B&(K7uD
zueDzzPCA-k>P$~Tj|u6JoRw2gIYi3I>jm}d)YoV3(@wt8{r~{SaLlEJ%fiNrcFi1B
zm_!kqx3bX47)1%RJlkq%MQBHACnO0<ga8((Tzh)mqFE;ho7RZq>4|$&Oa#y?Usg86
zPX~xWAVbNJ_4V~8j9%2Rz7!6yU8Q4+C6K@WJbBHhG^>pxt<9i?{^3W{!b*zer+E(+
z=*EtYbv%iOsj(jVLcrA<>E-FUBF{i35f2DXm=YntG^?zo1*Gvr{a<;@0v}~}oxokW
zxoS#r`P~EDJ(=%*AJwzucO!3qU%nn6?m~*p$?IS;yfvYQ93<`?pj#KsLGb6}r}lz_
zcXxNo7cI-ZzIX>?cq<U(lRqz6sFE4Y@}er_!VD>!&l~qwVBXGOIslsi@L4nhtnQtP
z4GYR7L7jVRPZ3Zk|HSN6#xW0w-(SgJ#YUmtDD0Z1ZW4Ke&M4XTdHXtO%;%=5qbj1q
zuyF!DgZ1CaQ)@%{p5CzR?D|EWUXRW;^hmM|y^cuq?u?)0Vy{AlP4Gv@z!^EiDa1-b
zu^+@5wPN%t6>z^kR0C`cESO@r4U~p!0vN~2LnNi@1!}?Ic)>a4Al=DNnPp2xRiEw{
z6$QZ!R1%9~vKS3HvD}_&>VwFuY6mn?x^8m_aHoZl2jRO?76gTkcLB=Rd8r-IZEsIr
z6eP8;kN4lMgXk{WB~#rJg?i8Fx+cj*zAQaL8$V_Xi!LTKgpg}g9a;<l@ha#A1Y#@(
zFbexs&=$DXiiCGU$yVw>Y0v^x;Ic{KGyN><yGWNkQKU;Q{084^7B@SOMfMA6;4rei
z>JUu0K8@39s<~)rMS}ktaMIz^V4>r)_xL=)?-jX?%FjgeD^Lsz4F6&DqqL71`>4|x
z`A0`ZD(W#)<khs^zwKo%zhQ{VjGQzYh}sB0VIWHC5fE8;!Tu}*e{_QFCFrL|ieV_^
zypG{mKm7PQ*zqew;*yhxd}y9&Qs3FqqCbYnE0Sna<areYic9|KO1NF3h5dp5Rs)Y`
z{uV9?LUi2re=k5P*dhlWUX<b|Ww$z1l-<l=CHJX;_ACm=^KqIk^RLh?p-`tA>IL2k
zt-bD+z+Oq4l|#+ZyvKz)e(#kWg&w%2JydOeAyNY!-v-i4?81GDLi4|Nt{vesbSDZa
z55M;!MU7ebQnH4P{*Y*-mIDU-VX7^GK=gozJ|O^G@>8Y_qnQhIJ)xmt^{*2L-EuTT
z@vNs#;nZ`DXnY8VJ|miNfdxvhE%lh^J~w>tKfU>f5TGepR!-vo8tmBTsV)VY^CsKh
zp#>U|F1Wa34QE#ei6#v%@2_~33Vi#iNIA}Kf!YjQQeeV!@_k<2JOg}s3jl_XwY*Fn
zlHoS7PvW)lX}K)2G2CRlZaZPYNvEqzYtaKsf?Y2qX5q^4e528xD<p?@*VWkrupj}s
zS&U$SWuNYSo=l2nblx2l(?uWopderCdN4J8GW2Uc+3$H_dE<<}P$H$sQfrYmdT@DW
zqvOY=cLqb@0UMjjPqFu{p4+lAN<qTH;h7m#zf*fB4_n)`ii&^w_VpbdnZPmI*+8ln
z7#My!;>iM5!7VW0#(K6**Op6|`)@909z9A<PW}cY14rsAV)IHyt_?}}Tuj}#2@AEf
z4(lgHKsXZdZWH|0*Z{x!bdF#b&=!y(8Ne^gZ!p2n@BiZczUDT$4!4#i45H0c9t7&L
zO$3I}i{OuSY(n<mouD5AWw7r;QXaiYFHBa>=f=BRSpL4hdM>BSz+MG@tfxme>!i;>
zhs!XrD!w1DL*Knj1I(S+pPK}62d<AZSXv<-u-5}86|tuBi7brX_#Ltg|Fxg`0RQ?x
zsc%N#)005r@W1}2BG20E)uvhha~y8IuDB@UY}{NG_~ob@tolmB`fUEL4QW04>)`7{
zP|+6Eq}$W$n*@e?UC!|GY1&MlU}M=S9P1fU{k0#NhGZ1p7w(kSm@&zfcJvi)cMRf6
zCVkZ{a==um8rt2@Xh%jN&-+nqb%DllRh>83sXWRhkS9w&{T9SxLqjbvrItR&pvW2`
zF-wB9=lXRKQ&*35*|;e>1=fE+y^?UQtoIgG+RO!Uf+2&WMDc>@ry&y2PDFk8{!fZU
zp1QW3T!=`P$pkLh>%Oes>W10-2-O4R)~%)9D|+5$%novj^O!anmo@6K&iecs$l^H7
zxaDCJ7~TNi0!O)7BO1B?;7t}k)$ld6>9y>GAqJRg`{4)Ghq#EttboA1FcPVz3G2NJ
zcwcGx&bw0Q%fA~RnhR2{6Nv?co0829H8XVP+KX;%Rx7IMg;%L^rcf2k33a%T#upGx
zHFv-4=XX;fCFL!v_9obOOPq$zpd`<HVb`rZD2+DO5(9OXdx{#`+~s<rK2uhqZhwT{
z{S!Y}gig=RYRiIB0AB~i6l#iKI^foZ(>`o(d@A&w=dRdFQr6I?YL<m{{}}d`HaWQW
zyX*)jAD(PhtufSBsLwN`$wg%~<p=24u2G39Rs<JH&W7B@m2J_aaTUbb&{A&cayC9b
zyP0Zscmx!_l>jY|t!0d8WFo`>mrJ2}RY~ff?SIF6k(UZ<Vf!nn3~(3}{$$M;lYG|;
zey%eT@965Tx9@<7PZStFi)Rm)0A@@+08e*{BNa|x^MPb$0?PwH;kxaj@)D2*6GqE)
zthKm<?91;q1}FH9@Io1{+PNImXSCFCes64`O|%SwoP+PdAhyKeg5BhAAn-2pVtVE7
zV5&^tS8FBv)ySz=>R9vhj?yy5d3m)IOBmB~Mnd$kW$?<1I*`ywfVlpKn04qF{19(e
zWh^_^hxm|2eF5S&nN7wYS65e!%%dHbW2htZzH|PzNF46RmHrhilg})NRi0E9*7p?x
z<c>YmaBAI@Kbg+~$z2G*Fk}tsF8FHq0vraKo0<gFaQM$V9C)Ed9G#pzD;ou3&8;iv
zMFVG_WPmK>=<;%hU3rJ7aHb68lBl~Hnk)}9=bh#v`CLKILuIWBZ~ShO3p+}z|K_%}
zs^xCQUeCZl(9&RhSU1&{X^K(_>|0x%B=C!hb9K>+(@LCSpw@iw@AZTr{s+9Qkyvm4
z%<EO2@@HMmxk<qUCECQclWS%Jj!Avyk=ry;^eAqjYrNiiyuPTk80oRa;k!o*#o-qZ
zt}f@|k(|fQ2|O)ATkDAqZe`_hYJaXoQX9Ahrxg(?u6)N137(@{@M~oElI>AWe2%IJ
z_dqrGP8>H}ik4}qhXV4-uHq=x7mZp1%#Va5+#^gwe<(Ku#Ra83!>stDmKrrR&h8G@
zW4|>^o`;&n^;A>iMD)m0A>vopApfk*Jwdr-4P(KzL`{t8j>!*~HF}`-zu{<G<`a;a
z4|^Ds<-xC5o5*#xX_~0!h<n@|Mi-8mtUTWhwTm&xLsD)gjQfny)PxFa(NBeF3`ayP
zf*5S--Yt)9r3+U=8#!*2PUSpFAneMUnzruyn2=%M*P|mj0M_!l2%jX~rK^NE>^&Sa
z@9K*7CDRaj3>#$Z9qtSj{@x^2BwjTSnlYs|b?-Bcz?8CYxGNY*6bP;RNtO_PoZ$j;
z;`^6Q{mh66i~CUE6b<`1CQlPdL79VM%Wu?zLB+<PwgUE?$TPI5@+11j=VkH@-W3Xc
zCB*`<V=-BHZNu)AEHkKg3*<M%2T7)iyHG~12hChL?{5pc6tw%d)<<O^!6HgWD$3XY
zO00+elRG<Yxd~r=i)R^j`QF&ryn9fpfYiL`&~?^*J7_dGgLzzNH>=rh95%jCqlS^@
z-WV~!8UBn;fM}!+2lFdHFiD`6vpL^u3>U&MJ|gsHjPW>d{}XUNX6d_G^$L{qB?J44
zvy&4o&=|!aoBvDC*tiNX!5{s%SOtzN>LUk5&s?W%_--ny!}ucQQRS&eGTk;-asYZ*
zkA+-93T61cv9+FdlI7{Kz+ZZK6qm9p`$S7UfWMnbFP&ags7{MSF(Fxk`O8#MJM!-r
zDZsge7uc|KW5!Nksg{IGiIwc3gfkc#Jaz2JR97*jPjud4p{K1#o7gaWn8Y0vDF^)G
zQF-j(G=bRN75(yh=6b-%->^{D1YaJR2RxJ9kui}xjE?zYN4b^CfoUTIqaeoo0{A<`
zXkoU0LRhu5egh~cV2b$L;r#dW)a5h(TN?QC2ol7WVYbX<8?w(kt*i5n6f>(;?DzIu
zce-!U8Yw++tDN&S3+Xot{o=yHUw~qxqBq8dMK=kXp6EDBdBMe!R19U_$!DS|q(V|;
zrH5#Ly8i8p=ZLT#cUu>>?kZBWuDwb_`FPa0bt*c=n&YY`GNNJ9Ql|#Wn#04kvVM{V
zygaMGWK>$hqqz@b(;fnhScMFxa=~weOUG5!-Ns|B*<j0L*$e@Wd=kV5ZNsz7JQr2(
zA1F%knI$e}9V74pA5xO@AUMCSzs#{C%0GVoA(hVWc3#t%TPCIxTp3!Xgf@s2p<UrH
zw<I3=Nv|wI8j|ID<|<9jOrxkCgAFfE|AQUrC#AZgz=v7%zsN_qUn?sfo_SPENTe2c
zHVx0eH8rOZ-Osda%c#<{?#6TOF2u5b=J<`s---F}nYLhZh4#6x?Sm2nyctl;lMijX
znj@68)?4$D7!<s-gg$tpge9`gq9bFD7GE#4w%?PjYwczE6%n5~m3UZNO<&_Fc#Dbj
zXP<r8y@VdhAMC*rb=BrgI%rEVe$`qDST$ACRR^qmpQ@OL(;p0VYM7t9nR<w}>6QGy
z6o#-#akN!ZR>Q7*uCkJ6l0qPsIEA-_7oKnALyQGuj`=rJYE>E#!Z0G*K7ZHiIpV9)
z(d(q9IhVXPm{5I4OAi<NNv2}%PYLj?{)s4mATqbJcYKuuQf2{&?VjJOdB8wZM0u6K
zTRRXU-Jte#p8CtR?uvCMxrq=j23zRmkgU%AxnmQZjT^cyimmg3>A%X0+e!Unw^dMM
zL-!F-6w8&ZCj^zfnrqAP+kb(CJ0;f|+#wu9*|~VUtX#aCNbUOS-vzjvfIisO^ZR3J
zIYWRmYfU0V4-tLY9x?PXVn-d_CVf5N)H7yn^ElN?r)*x^$un?{8R5GF6YNUOe4ivG
zGIHsmZ`+M6;QK~h8Z*rrxw~R>>aOuT2gxG(R~xr}7BgrG!wB?Ctk{DrjX*@wzvlG~
z3N@z$%I;6yG6LTCI`3BgVqsP`HbLp7ugnk}6D_K(1|t<WR;`}b#N?GM=&#<@@_?5P
z>wq22JUa7DTFs)ev9(eT5SycRmtfSjl0SnVxRs9SBMpfMJw}uMQp=s(Z1TmP-eU&Z
zq<=26hEe&@>4E-xCAD#DSBS7<2%+Wt^UghLATyT#Bz_njHX|G34rI`Rv&EnjeA4PQ
zlBzo=(x4&U_N4(R%Tn$c6pE_BCgSWG^A@tQwLNqqj5`z=cOLa+e0mvsr<~$3aL1Q+
z#qTzarijdItFV7sQLg-2KL*Cp9A7<W6-cQ+8BrcSyN>gksml16!wf?h1+{YsEk^!@
zs$3gR3P~O&PZ$fXIQ^3=S^5#D?)*=GdI=Xk^cHV$k1AYGsLYtit4s-0ZCKV18anq1
ziPEO+Rqlbh2P>;Jg`BIPUcun`H2Ga7X(L|dAI%@AB&wgPLY+Usm<h{$DnW@dfnSVc
zFb|c^hC<MCh^K*G4Ga@nxH%HbK=^4HJpnI}GXHh>Vkq#T8*1HX5a<09ws2C+j`A5j
z$bB4-Xavh9Fzq_{cFQ3V(K(4SQootaHnXon0=}ffj4$X`5_2$s%KUHf=r7JavY`Id
z3hGs%8z$I^C#%r1P)_u<L!QAHtFG&h4g(s;>13W+BNAFZKNGv}sN;1|6)g3;^I@f6
zXt}><rh(=46uS?*tG?9xYF@04^Iwsw7eB}`8EP;{up3%)WtkCC=SvYnnF;N5jiwCG
zNp(w-!1VmM&UIb*rX;BULue&M1m5)zp2>Fw(QdnoIWwQ?q>S>9lk*(dxKp3Ef(PIO
zippB!%mtR~+S^}NJg;cxJe1OlC@HI9L_D2!TKeKzrr;je$>M8fE5`iK3QgVte%HWt
z_WMg)<vkE5Lud29jPiov*K-?9kwff(?V6j&5kXl(rf5IZ16mpopf)ak@&X_2+aRAZ
zQWbMD0ZY*hPqLu3Pje)}BAzF@2}PxwD=U!zp)l6n&ri6jOdbe!0w=u7UsSR))7}mM
zGAvKIn5wX`w$bBdWzi|)`tRUg8}H{N9@-FNwzTbwr5|h^H*3xTmr;~m7bwlyxAtA0
z&yvnvMr|mpe;<1RAAfhHv#)tT&a7Ixj+SN!P=6!O<~O`QQf|`WIkA#nmMqa~R4vx~
zXVZ6rh3xT*VOV@I#g~%f?l6&?%&>I;uX{7v^-^;V_nR6z16^DuQI7M<cx5f#f{)nB
zCu<N8lr-c+hb<C-tc&&TB_9X)0I*wa=p#mj14hFL4jKDOk1WWr3*Q)Ey{c@~XV}y4
z@%a!B@yTnvThRY4a^3-iiEx}994spR06)dSb8^TA^u|;jsVE5f0<&@RPwB=f-WCUo
z_oM6<dSKV?*|G>aF%<u&KQ475FNw<+6I@W1dK)x6zD>BcznJES2~sk#`itE!giO<&
zNA=+<0E>|XB963pilvlVgDQL10pFOx&;$a~M63_0jM1VO1Gresyi<%9%&f?qy;)sK
zYOXEIg?_c)+`+6+$GkfIYDY(FWBi8`MRk9<R-@&6CM#5dwi5KAq!_$-vwsUMqJ)iR
zZrN9+3cG3)x|mfho3#qCJV#P@0h%{HM*12GCI(sfz;vpZiTDoD=@+i`PbEJj%BPl|
z7;~?nFG<OWU3U+quq(GON3a=G2I1T>+;bT|kj9B8XHg<F@0C3BeCC?t@TLmC`in!F
zjhuSMNgM@h!Yq_Mj@u?n${XY`Uq?62@0HVHSr?}dKe7#te80=5Rl7~qsmpSi-!!`b
zkNO<M-90Qx)xV%b`4>r|#xzqx2e}${z==Rez5XpS`j(EFYr}YdVhZ|FXbq_i_Qa>8
z=89bD{?AX#pmL9}{!fgM__}=^6a{+1rrZjcA0u@}C|dQ<^zb8a4L_F}K6kgqm_xfW
zO@%jt?Ic;@TgMGz8zAiqhbZupWch|6cQI``1?d7xQ3#JtBdc@5l?xiDVcc8guVr73
z&xPg(WyLY*-0h^<!u$jEg?wsWbabvy$_g|BV?(;KHP;*f^>qG~fX#OsMa4n^!1{fb
zERteq1Qm&O74sIL68^gJt$TDby#{rQjK!6@EedyjHTIa-a&YAN9R+kd9j5>TVEgfW
zwg2q_l8U#4FoH-yre%yZK`e&E*3~E*WG9M^6gqXRb9>a}jq|_odHeo8h{Kq-UWqE*
z|CVd$xpSgikIBPGfoP6lf*;6i&3P{9GcD*(>;FKsCgCGrB<)lxlYbm#J16toW4d2&
z1$pU*u<Jjzbr}dg?DKBET|k5&TS`D$b^lECrOz*H^Ezv<lI#)lRP?U4`gIAkx%&FF
zPap1lMC`f{(U|4z$3!Hwg9-67fA?=#SifR%Zn@1^?0Rbo^F1+tj*XL{;FEnof8YKY
z#>~QR&a$zhFU3oOIMx7}RL*Gf&`hhtm}r^m6d{4?0g+jSg)5o}T|x|JU4)H_)sOl)
zDMHxI4~YWFDYu{d{h6mjP(=Pm(^&?^)pbi4OVHr%?!kjw2<|qx1$TGX;BLVQ&frdP
zch}(V?hg07U)BAYsR|TTbIxA7SNGGQ)T28DG@AF`n={zCV_Me>U1iHsA&~)tS3Ywp
zX<|}~H=nlT{S9a!*!Ws)EA{{+XQ#{-PlmLh{?vI=I4fU<A3dpat#Dr!6c$bm+0FI~
z7#x;oK1kZ{l@QJL@^oW8b{lC_(N0juK7RDuOlUs{83(c@tI;W*$v9<NqhOFb&D|Rf
zgX81X`+ZaZUYTFOR1#~QOB0peA3bD-IA1_y$CK*2;_{AG3Y5k7aJyQv0eTi?ky4mN
z(_jwRR*%fj3i`PxSky3m-{!*Z5h@7Nu`eI@-;y5`Jw%SWK6`(SHfwz_CkO-8l}~<I
zMszu^t|@LpD`^R+MR5^A^^9pLW+9RQ6KyO6C^%!qp3}YKb@TmD@|+pLuoz9CUwSyB
zvgLb>L>i3EBfi7^3+<k^sk+IBev|7Ej4m<twF^oVR`hAWdjx)jUgS?kV|jRwfR55@
zIg4k2;fw#z{EeSZWupM;l})#%!13O8|MW!&@qS&g#w)e3iEnSEJy?TIym8;cr5{CG
z;*4M*4>_AG26D5W^s{ruoGsF!<e!F?$Ws5AFI~6vsKvi(t{9ujrKUQ5w!!fCG*OZd
z8qhk(ewP*2*|FXKG5f1%8N!wzcoSxEK(%ye$2<sC*UFYO+JECvm@qg7@s?4Qs@#0C
zMWe&~t3rl3_#bL=M7^4sH28)4{dMvq6EGZv)U!V@A3F20y%7;0hhF@#$Vh1X_l09Q
zo(NIDFiDq%Zq8=I$xl1+m9Q1PAu+tyt1jWneGGVR9REXz7psHrwgGBCQQOup0>OuO
z;M7r&$e-Ry?R?#vMtX$f$a`&FjnlucO@+Mt4+!)M{8oMlVEgke)?>_wIBd2)cHqsD
zcO8XL!0B#X;+D+t0dNo;IrI7gcoD&u(>fY4r9+^K-qOXTffuOk^Soa&Q)q+@GOunY
zk^!P0+4uF^+8=L;(kE4|jEU8?=*ce+G<)$Bpr^D+#wuOcrL2Q_7fz1@K9n{0HJ1PZ
zuQ*tte<#zD^HS(IX&18FHY)w=GMRlCMygqq==bMxqXJ%mF+25-E1hd@rwKAKge{v;
zdzF8S*q;jZTZ}&b{2=q*#&{dAo5aqcJc0pDpFGfLQ5HDp005;P9y3wOThDf>>;oyF
z#uifyxE>bF9_<2u0HxG1cMQWtJ3y2Hg4{D&fD;OwPYVVXJPQ{OPDW8x;1S?IdIOTq
zo3GHrx(vb7CUE>m0BY;e&4^YRptoKR8>73mu93$Wl_hzS23#?1`dQ(1A3*2}d{TU(
z*!25^3{h3!(3sv(F%cm2;j15ns9U`+Ho}K>6d7@{glA`j#I^2D0XQAqv|R-cZHoh)
z8^hL1#jI$~2FZ(lPCL>-Ydw5!9-F+sa2_*F&G50oH)l8bZW^$4%9>$2*>-MJ9O!pn
zXO=i(7O<dtP)nO*g3ZkY<<1u{pkfl0$*5qel(C9}=`U$SN5GGYi4HZuK#m#M8!Bv1
zDorM*>ZwxbPR1>!$snFg=ElnTyJ&n+!EYRz*S&?lx;&Qx^@*B-@}EDML6T*pR=1a&
zl4VkCNp@1)9fs<Bz1MvAj{WbUKUEEfRrKIOe058H$ggqY*|x`YF9DwLW75K|d_A^t
zvL*HVc5LIJMv~-`vU6eQHlO5o9Dgju^7tBX_1@)lLpE%P%b~ZiCnYEnv6Y;B*^Do+
zpi_pdw<UHjzSL9F4l2X?Qx?a?5Md@9z(R)=B#lcQw-e7nb1ttzCvp05leu<reR@uR
zUlwMiI?#0dyFm4}d=KXY|BO&R{WMyOANm0AasQu~KLR90?j6wA2ju`Sf+^CgS0Y>?
zpm2!Wk*%rrL%1GwJDt}xc!+|2>MC7#gau9nqTceM$>qZ`O!0eDkJH|_<^eU$5NhoK
zDGWutf>O#(?K}8*m;?wS*bqeL3bTsaHeHWwY{H;IlY2qqG!vVx&Mdm}bB34cbvM1T
zq-7}IRWJSUp-`r_%N{p?!#{)lQuiT3f%JfQer5$6hGirlMnd;SOaGCT$ARPJ?yi^Q
z{W2POyT8BN+D=2|wXOXkj@JKZr*~&+J!M-5)EoZKkBEhHj(mUb69JLEr>wH&xHhHd
zb~Om1mhKV49k@z931=0Jn)-?RD>T0Nn6Bbrp7=Q5jB`CCP{ISGhw=XcIPbtr%L~l5
z)6dVIjzAaZDUcvIk-J`%9oQ+URa^6Xw0AQx`Q{LF*cCwT`#c+))!JeS>?B%lB0IUY
z-W~^AGgekS?w2NA2V326mNM4s8$U`Fh${4aTsWV5a3UU0VeRe*J+fmm69e#WM`oxk
zv<d+;(-!RA%Xim{g?Eohf^t1SAKs_e0|uw}r=WL*x4A25zgvle_1C##VgaBCgfytz
zby74D=n&%{x;L0wW0b)VnX0f-19)T;#LrWq&w$=}RFuJnc7zhzE3bsvz)DRw%2oy*
zQ3GKCWH(tWn}&recYeTZVXX=R^}FZ-tQA0*1(>r&YN7=$OV^3Rlt6cA8tVWg8!i%C
zMZ?PS@-g>;DyA4p0pdbHO8?=^p`a~y|MjSFPLWvc;`-=BAzH58J89K-C-C~~Q{TB)
zdi_`OC~*n^4p+5NNUINHzQ5wM?}Ao568LY}(KVYj4VI;DIdN$)GVs$6xFi#gRP1t~
zjWzydj=!~9#cLYVdkiX0?5oVpSIxSUjE43sJAn)#>e+`0lEkHt$@2?&VaxXh6^l@8
zlloH_d3hR$?I^1;SLjXr>1I-Mb41D5R1ExWSAF~niM^lZSQKS+S>2)3@ENFDuEJq|
zEIOeQa#3+mtESXg<ipymmdj8_W>|*5-J_vRUznDQ`s9&Yu9o)&RfelbI2*~m^=D4M
zIGws6%OuL7(@A1T*loi7kV)2_F_2OYbzn&elSJhFOoWJzC@+?z7A8H_kUwPDvC7wT
z-Iq&EM=u>#UyMxWkYu1|X0Ns-L|O8I96`OyY@D52*idZajMI{(lCtL?-GxqDVU!6Y
zzOM4Xu!|k)aT81>^mDK7n=Y)6iDbpL59k-cfV<gaYVrZv3bH!q*X{N1*}Vo(+93mK
z5wsjo?mJx?Qx=K#G485U1scjGQsj~HgoSL@=I)1zahTE=?(Xod<<*5DXSsiCq=y0r
z$_5P8rRr4l@FTZSi#|9{CE@(-G}wvKUon^+p_&78GpND?$&s^VJz9{d*Aus%iZ`FE
znfJ>JnWj_7%GQ9Thi{Y`io-6T?08m$WzN?UHVGU_DO>}?DI##ZB6u&pt8vFu{#e}>
z6H=+ai2;~^Za4gXr44E=Yv-F4c0MO%|B;klWB=<O+qtXid~k*I1Nf%{GWyTT=2{g+
zLJ>g3=mMiGFR6twxcW2`(IeX^3a#R<AAl{ezmNa7N!6CGQ@M>u8`Oua6mXhfXa3xG
z_wq(Br;=l$30#tO0J37q#>L|3=qRXowgzy~Cx?@7;8zCwHfi5^>bBR<T>)!Yt@{ym
zWH*BRGXwvY=VRR_eUH8KhU8@O6K7}8V*K-vM9P9~TTRnbxfzkyCG)F@jo@2s5hj{d
zeF|*^eMQ4s-QWPgI=v^ZfOfGtCa{yGzVJQ>=zY1Td)UUYs{$a8>wLh57C^l|7sp;8
zk_BIJPduEK0XO$#;jo?Nh@EBxGV_aeKy+1=F8r@gtqcX|0{7k_*eJ=TrI%wrrj0mm
zscc{!pq5fjHnGt9>1h&GI(sXc3*d_jI0pU!$8=#5_kk$g-Ym!09qvZWl;krr@iQmj
zL<d=&ya;15qvXMVZu{asO^4gH*2O$^$m^Rb?sbpS)tNi|OzS(fn9HLXz_sy<L;rFD
zJ1)}s69~kbChKY}gZ-CS4)MgJiPC6HWQzU6T?uh|SR-ah#Jl+Rd<mNl5NDxKa4Nhy
z_N?!nuq|kdHjSR~ZdN!EnM|8TwOZqze#3sMGkg-;H0#*2L@>v;usN6Nd172~WWzQt
ze#n;JgzhS=R1)xn)B7XB?qnO+IN52!0TXCt`jiFZ?XLs1!pp)DAmZhnsQ%CMiBrs-
zi(AcKFyb)S93siK9zsx<Op%Ay+Q5)ZNIULFz%Xk+af`8`;<l8kSOm@Au5IFEMLqD)
z$9(Ws^q({(J5B8A?0Oh!g)~0#zZCd<oV+pQcS)jQY8uncr>gQ=|L+AL-IdR88z9%2
zqI0(fwvPG1W6n}8(eeIHki-~azVv?tTg5*Ng?~ZvV28c8OZd$EocSeiS=0NI04*5H
z{ZCJ!qJR``C$oulhM~T1C*|{O#JPFbxpRiR;V?373NPBI&p0<br8oxYa>_-5Gnf=S
zJ;FVh>u9|&Lpj+mx1mCTjT5Cd&V$6!I8^CCdV+-cp<dx(o%bZgp+BiSl7mdC?|*gn
z3zqqln&Ce<mTR=ZNaR?g9|&h*AmK#>EAM<*%Q96Qn9QCm2y$UBB8xpV_-0afkr)22
z21u0Bho9h<l?Jm-=zS{*+>J9GjJ3Bokvdq+z~C3wBEwUFZ1%)szjJB@Ji9F`U!yL5
zLCT9|r4RU~HUWj$LN-xPYm`#|R#z!UYl9pJJ3rPgd>@ulfqAuEJVNF23cwjN+^>I3
z3=9l7sjI73y{!Ti@xlL^=*%tvoblKOAi}uj(~8gmNW#?8>0w~=F3<ISy3^Xsrg$fE
zmAxs4eTR}#vT3CPKny9&&fR;q^N!ZG0M^?I#1w!}j3phi*$!9=nr2Ju7$b#Oiv^P_
zKF%-B+f633xk->C=Q-9IG#A4pv3PJm3%qwvlWuPfi$zaj0GB%Fp>2AGMzG<cI!uFN
zrcoeV$dQtu;}~?{=d;LEwaxuif})IzYjl@Rp>&)*yQbk`g70R1HmBn+&=QuHY7ziI
zRF7Wu-x_{!H9!Q@#g&{a(-z7S4uTRW?}4|Nl`aTmo>h6gum{fOH4K-ui7L%A)c_df
zyhfl29)OfIYqG;#DHco{k+iT(Bc<HbRbY#Ul0hkjC8o6I`wsoH*DH*AWyh+kYG&8t
zl;gRpv(TdR8EccOE7jalND!rMKbs{3g&QI*=T8nSTAkRYs;Yq9P74ODMp9>uWHY~h
zIWv?H4I*FW*TdqF=U40Z(|0+<7Y~0x>g8BF;E=;%ql@gCCzk-XJh^6@XQc~N&Kmlu
zm3R8H>B2!_n`DmRJlB;TMb-*nW4)`ea8$9UnV9VZoD~=1ND;V$$wB@&U1x8<O}FD;
z)!gxW_J)4mvk^ohiF;_v_XHLEdS02r=fOYyYgGO%5RGb+{VTGOCXm4Sxx~OrmJ97}
zQI8HM3b(*e9WVnQg7vF1T2W2$C>>J*8woAY@mImG7~Cn5rMf7=b8cU~fSJH}{{&%5
zNCKz<*vtnc28Fc6M?z{%gM`2vd>qUPhBg)4Vm$oukal>#Sy0qWf<9Y-RbM`uHL7JH
zYSlESWqFVr-)*<>Ew+p^C93{`6nktqQ66;mzDBT?QnbNqDq5n%k1L^oGp}2hlnJeV
zfLx-iijgLa315nBJOAsei6R_ZBfs<JQA&h#ka<a_kt#xd3p{LQ(LC&}TZMnGn|7W^
z#Wd$sO}bUNsWKh9(Z55p)0fF_3{4E~S>)cJ9hXECbpPx=#z;dIP0?>>x?~*U=C~*b
zI&hMV_1DAV>~pok+dOE-N4i0B1nsdR;WWwtOpuv_o|AgoH+Z1SYk4{HZ@si+_JGGE
zD7!fK3+d^@i-OIC!yhoc)GX$~>U%9C^R^%*;(y-5y%B~gRTE8Lh-M8dIVH^4=EJ;5
z-&-2rZJO+tgw!@;L2lWm&Wl;K8W!l3<D*lcT&z`DRF93ycID;ap#33(<gp7DSb6H%
zw-BxX<^sW$uHs1@+Xukfm;fBi+Dbs!2B?-_<76WPil_kt{6C<Fu%bBW+CwwlkS%<q
zWnpo{dG;E})G-`g?Pw3%({44cP`6(-M}Wb{uC3cYgtOe%&G%5=HycAgrb+HN1@B5J
ztHAv8EvM_Q+8j%({2f-b9&Sjr?G5d0X{r|4UOuyOEA8E+CA1?L7wt@=^iMOX3ER<j
zt4<P5G||V!0^<W-56_o>P)vIB{%HxgjummjG<5v^+s2A-LIwjof;ymNyx76^47-jc
z2&B;77$^B_euajG30$MdJW1_huqOvTl{6htXWzS3?FQ5@9Jj=jH_%Vs7_;EsiisvE
z16GEDBm}91{{(Fxs|p0NA$NZHlNPn0?p*dXS@epAs*~l*_R(2)R5`^>E(;FA$Xh+L
z+2&1;O+VYEWqn8{h<9vvGP#!p3-+<s(|dB3T9q0BAtON)THE%!1&q3<8?hsPxFtG!
zdu)xdm6?f^hw}mwZq1J2q@^?yT<jyRBF4Vqu0?Xi`orJjwFEc0R%nO6TlD2(M;S>q
zV4Sfb>%?-cvEdk@;BN*Ui8GmIJQxjw&fyJKjv8i*YR%salWn!~p&&1?<fua}5wtDP
z;rau(qr-a8e#7(+;Um~p|EWpGVr~{ygfFlQT0hABKo&E_Cr~feo^DhpMV>FJT7;oq
zW}oZX+=+QU`*xp@AmG}g*^q1ArH~gqN1GI(;fmI~7k25V5oiI0JTHN@b@Ba|2)Ijz
z^b1QpF_*({CE=>i*U4f0XyqL8paFy+bXzS3O-*%5?U-0wF+u<gb<=g#5pJXk+vo1R
z3(S@H2v<U0c^`-ICxlXivr_yCo;tfVf(BM(v|{0gyI4CL2uYn-m)tN4`09*h5t1Hl
zpY8aSFq`R=2^U2cJw!C~EMY6Z_|+@!##~7%EuQ_27kB&PLO@!ooeD;UBd5hkUnpxP
zSD+Um{Atv``8$taHJ1vNmvu&NDh=9(E^w<6&bPV9BI`#S1U1JZEPkfNZ)TC5u5T4^
zS$18ib%7OF>)$3c1gFeJ3C)p8ufved8Jb1@Wx;R`V(HV-yzWL62}=Cr>GjVP-@z45
zpsWQ>3XF%Re2G}w*+VXQ*V-avej8&d2mpQH30`;(w`sP6Fa}m`ZCCEE<oIZoW}mGe
zv8|)r=mUWyIRew)-2{dII(&WTE<Mp$$*;3edl>%v@Rfr%g)aKh`<cRp!7O3&;sG`O
zx(AV&&`fi`Vc}gV)^lz^j%#gBUrP(Drlv-JKo|=&191T%7Y;(C?Opa92OPoEpDXt{
z9jaCp>=jg$QZ4frW>4<?0Q$?$gJdqAV*9)e<NdC4;sq92w10<0NRRh|-^%xf>tVga
z&d;xouVhwmXk=u>G$AUrq48*D=31@u!a2pHuwemHEIy=~|M8^rJX!?epk*hN-+1*#
z@G;iU`@^Qyb-sOGxAm8JUlr3=n|PCuhjl<$a`y1>$V~zwv1LJxjrOgsXUl*`s67R~
z6v*4T0ri`L$4asERe$%>&y)T_^sKjgaRFE|FqrMl*KfBS#p~gGjcs7am`y60wGyy8
zkfQ^+ozA^X6(CUG4#Zilfn_QnIsu;56=3}4gKb9H%0?XU=mK@Q`KQ*_ogZyLsn>7B
z26bTs)cM=Z*6aAdx%XJW3!6rEKWQF5k>43Nmd`#YP-Fae`ENC+H@$<SVc@`NpdCl3
z{{bhe1oQ|ZrbRC86@7Xs?K_IRx9Qk)oyd|@-x#ia%>IWxS;xdjH8~kEebB9eDduM7
zusjTJeeXR{D^zDaz|X*HVtw4wvEq8}9D`jWH#?b$HFHt$Y1u-ccyKKp+nB?K<<a!M
zm9_SoCU26!Lc$yjfmQwWhLs7)!~|bkkCYIzrwZ=coXjU8U!TtN0#4M10mp{dlR{SQ
zcO!%gI&HF1-p@E~a1-rnEsIB^uv|XDl}N$28qU7YmW4yl2ru+vvKY-cLYh;PpI!2&
z;N=26RjoK9B0K@cD`dOjPac+2%Rmbe#1mIPTLNz6eXRJPz)and%VP1XN71Vqo8C$*
zqMbX0b~0nXEvfZ`%Mr4&=mknSsBU*@EPFx4{Axj#nt*tC*_Hr=*e}RR0kYC5+bwAB
zqjL*t4rOYzx#eFK=ozxl1wiIA+g1l@NddJs)JnV@BEFE{8|Gyb+vGFU>|l8D4bPrx
zuQ5mJw0mQn$p>VJO`zl%$y`x+Q04IWt(J4!L`0mj!i0_asgWQ5sT|)s$=B;QJkg#t
zfMhUC@h)MgxJjx74W>#qSs{~DN=6i+YhdW1KfdB!mq3(xAtg5Y?2mDO!Bx4~C~kN+
zLF2LWteVyG+my5OoUOMxR9(VS@d;0V2ZWJi`Qk)*nlV7lEIGliaG42=@}e5*xSf&l
zxbWH-rApPgp7@XYDP3_FfYW{`)|CA#^k#|U?c{7cg}KgYXeZ5KGE`4nTV{siE~uOI
zzrAToLj%^L%U2*y3gkISgnapl<fu*A@Wm#)cse?==Uj+<9($+lZN5+`7nzg>HgGaU
zkbfa7;dgs>^EG=Qn)G{L?k?sxx!HX7<p2A)UDx5#`^9B$160t^p!Aj8B&|5-jnS9w
zsIr%v0inQ#0f4RydI(CjGb@vtpY;|CnvB@_s-!A$9I1lB1{0-@f5f%XCJ>gKXr-E@
z;Tp}<GVTDzT&O=_F!$t5J>zJfRvF*|VjMN*z&`>Ix++DJ+EyUVlq+)%>0)x{LREkW
z%8wtdY!rnlhGtdK?i9mmMR~Ul$iv&+266J#i5hf!+uWQTX@A-}cgQz=zFIwBtE_VQ
z61n5bm2BG08h>g3<gS9Kmu=so>%VWD(sI*f*x|l9T!Ua>Wpxt#Zshyfm*(D}L)W|!
zH76&WIRffJAWQy$Nw$alY;ag3a|!QxsXR`M{ev%j4yOi+23kGRQO4B9-RyfW<19O3
zimNn6&c@)=O(X5iuJLmk|D;rc@t;a#*G`22gRxrv$iBO}0}EosEGDT#t)LRueVrnk
zAAi2!V~SWkSrWmlVCNwtl;I*_P%B85B;r2tL}Pa4`{!Vh?;UB6UW-MX6Ne3M_T{Jh
zU+;6%bz8D1k>bjnVI|^Hi^tpXtnQ_}hJTxXPcMm5(xWivNY{Y32xD15g_+|L*cS-c
z{T!<2_PcL3QaInfu&CAMcM>EQT=0&fnaJvw5|}W8fv)iC6vT{PVdJld=!y79=?CUp
z`fG;GJ6wpiC%cDy!R`dx#LYuS&iQ6jkeN2ltxWFaq0;;q6uS<&JwF?$aAOxzVxlxA
z9P{ST3C5K%6AODJFuq5jCVxwn?p_~ql;!e_XmQ0HP#z?XA6Vv;G(WW^C=kAM6v_Vs
zB1MRs4*M{I4oB&ORFmsVx9r=K|HP7Q!2g|)+WcJ9sbHpL3U08W{yCSlIk&o7Nujvt
zhtcOv-PwpxoHo0Eai*2Ln-B~liUC7GA}k#>M-B4RbkH&slZ$zo8!^F6&X@=NX1H;)
zKkGfCSN;PgeTb~wS0g_DdU)4`u=9Ia`H!CMB8|kJrH~<51DvIP_7iJJ<;2|f!pmM}
z$lm82wkN=Y$M%T=#OE{uD|iVBbh=f!_cO?+{&=qAkQWRnaygA!TzN1EMx~r|+G|e*
zgN@nJ4r>{cS;Y@L&Vez`L=y~V1ir`g!NQ<LaAk$(g%{rmSu?ks&u;r78O;1KwJMw%
z%IEB+cAGs7rQ5}wf0zTR%ebj97cLN2WV9r0&$q?-K#NBT*KGZvJ9D>IS(X!En>%h%
zvx&q|3V#1LxGk0L+PM91U|r@$OGSdtssf0GbM}fheSjPH6(@MsprEM8m%XaMU}Z5S
z+KL9p35zbd0LfOSz0BF!yHL~uplN+l5qL+qzJXoFl>zJB(N%j+@!?SypT%j>2hqlS
z`WXk4dD>!UA^hQMEQgK8q|J9JhZfx+QzgD>0W`QA*{I5-?V=3ZJTSNw3(QxT!3;$f
zDd>hB2e3AZXa8m_7^Bg0_v2jIB2B%TO$cRwoihvQmT&C2IUUXOPF%Y4xBy)JJ-9zK
zQ`{hbL}r${LVb?ZNcM>1Li9J)UNcQAe%fgmGO?QO7-u)S@i%+d8DBxkVM3BzwS<jA
zrp2gsFGq%1(YX0VszFjxaCDWb^&9h7#rLtzyr@?NWgQ`EUI{YnzR!7o^7DyC(aLS%
zeQ5dyRMHv+Bm>kCZ1|Z1hhX|(q%Y_K4bcteU|;sS4ljsyKKc_>BP8)eyTZspf%6ff
z-#OqYKh_gpD=6d$TTa4TvpJx`q2fR9z$79nQT1U+8p<VD=EZC(vy`HW)-+iBTUIRy
z5qFey3}aB}yd<m+;6sMZ8={b&dZV7tA{A9@8r}&&UE)L#+-xXT6QNS13sE6X606Tm
zE-a?^tf2^pk{HQvd)ZgG3_RdZ&RKq=uzu?td|YY|;JQ_LzX;gk3eDCHDRzue=8?8o
zF2f%q3tk{%fDzkl_2Zyc1-dVPPU$%WVGxJzlc(0|iGMLTq#as@$ATx#&Zk`<?<eMO
z3=gq@h9{UZh#UA#>i;GBCiO-x1FO=a3Nc!>U`bF*c>B}Yr}^ba=?bX;D*jdm2~Cf8
zy2+=k@0+WVIi+CvplM!^!;(qr+fA~%-V^9R#}%kNiGf_dt8}{pZh^ak6%Rml3ZFNS
z!v1IpYvT#N+#w5I5#1FEK^25?llj&;xx+EzGc|E2==m#D5ZU{74CML|8a4+^TUo}M
z`+z;$`Es+{L3hz|Ij{jJX32C}&`j($H~uVzZdKT$`EoCZfB$tN3j+mEAqOY^0@6_U
zgI)-#YH?yrbZLS-ji{E)mQMkg{!qS&Pky8}CvalMdFD)Q_}DT5M+_D1$|5~wL5qU?
z&+JiDae$u^=3dqWrLLB=;{^plmkVE34LZDL!Y+VDFh~5DI&&R#(Us6lkrSm<1(^U6
z@;@(TmEy96--7^C0Y{n+P(%Nh1mQn>c-hIL)zMu9NPp2Z0M*lEi86vbiWLBI0_bW$
z+Dy=^;<9iOo|~DOX&y&Tt7p=97)-e|+*AnIfPFWHy_~kvjOBvv6rTm(g{8215L|k3
z&>iIDPWxoJ_A**lq}jdjfG#)lG#|F?o2UL*bQom$*%ZUvi=`)7Om~Fc{WeqF$BWSv
zH*M_7ZYs~xmmnN;GlDm5GNYNQ!x&0;`IoM{pfxInquU3>K!9Z7n(p!@_7ZW<Y3Awe
zQzZJ)K~;!{xZykZ<gt<~6ek~KjfXwghevTDu7CvrIgD0(wWZesRyX_~EM)BsD6W8U
zh!wbAKkVzl@9y~$?{dP6xmj`BN0CPTy~i(DYc?Ub-E=Zja>{N=Fy4gKH4+30=Cgea
z4pAzTEbywyX6`P-1<EBdP|EPqKQad>rFU5R%=3^76fkQ$v1U}KK1bOG$PwTkwxgCq
zRVjW)qmx4yqf84x78S4$H!Yh($_N%ns=3Wi53h(rogV&@78@oKr4Ct&#S0(Y4FAZE
zfR3douEG#ILrenYf=W*{r?q^vLG7~sD6G%Z!b>VJ`f;hhiD9L`yBaGLzv26jiFSco
zV(}Ft9TDyp)b&~62<q<_Rkcg`tluiGGnqm-1)$$01J`Ql_Z~G7L*F*){Lr_q5T42U
zJ7_6%l#P6K|Ja4YX<^iphoM@@3E{$h!N3mm2OYLdUu#q-E@#>I_aF*#Jdw=UYMH}f
zc&~s>2!t3p5Y~)O^V(47r*3+f&ghI3@D{zh;c~v2K@1(S{qJ_xeygl^n}_3Js+E7v
z@Ywu%J?gPEs`o3*n=|+l3GJv}tp9#g@1D&Ic*y(|x&|${v*C2OZ$416|F(3PAxV0^
z-7O9}5WWDH!+TN6@`?%*&6FkECM&znxBCud`dzU<k;9bWtl6B85%rWoQ1aYn`$N1x
zQ#+Rn=&l^D+pF}1m!TcU%EtIai=n~@4edgw7$4~$Q^YxENyFJ$vP1SmW>^`R9xEPo
z&tor>ePOx4Sw0z*j0&Z7;;e%yutGZ{=TGa#<hVXMaDPAInXTUOlf>{KbNHt1AQMpd
zezK)G|A14*6f0_I9Kg*u@Bk+{?p!syPEa`z@>MhtMT@@y^(Q|oqT3$+Q%krB@3o5=
z0P#eWvd=+BF2`*`N(oaFctP+JyJ@4fl%4QycZ5&nd}@Ps*F~guH580U!Fwf?V;ag>
zIru<#7r4BzxHT=dY0XPpgcxIopAGc!Rr91N(<;OaMIkZu@p)rv3G#3&*VOIucHsX=
zi~NmoA>crmgZh^lVJZX1a<Yj+?!kpq)4Su&k_NS2Wokpd+duMOexlDW)?a{kX|~Uy
z4b`5}u)s9-?A0|J>GsT++rCx}ES7s>OltM6F@|_?kSegYTD`4|q1wf8DOc>9anl_>
zxFB<qLKQ{dyC1?Dlp{lTU-*wdP@T@Z67E~y`fOrXEpoY*29N1bpsh}vJ&e(GO<dn5
zddbSR0B!6dWcW9-uXOpsR|Y?=>I@(Co5J2%2EOn;!n$mxro_WOgfsc?h6WqM9I=Lx
z6o%QNIhRgNP`K>0fbwVqi!URV@d9x~F$Y8o!l{qBw`)+JIYy<Ul}O209AgUZxzFI4
zq3*V$XdN%(gl}n3b<Y$xD#Q7*al<Hc`&2@y5qo)QEAq;}CC|GTe*gB#O<&v9LZ<lS
z@M7_F$%hGLnRlq6>h<UPb1EJ$@pXK&gqzIaJn;n-lRE+-#vUC-w+!jyLb~*9z0aq4
z>Nu`+q>4{h#IdljL?n-V1nz~1yQN$13YT2&Ga@y_-5Oq^T%TbI;gb6bI5=CF-~{W_
zD7uXZMaebJgyFyAXE~T_pNW*&q!kTlqcqs8GYjUn<yy|OsIJGspVEC>U(g_+EvMnC
zb}g#p{W?&Xs`o6QyTRe$O$}>YeR%hg6CGS+Cy?fGPGnYDd4UJ5O#J-u&+EqCVy3R`
z;(`A{8`PdDc(5WgJ`sg#{#`PNkqi~e7}5IEk1kHg3}FanhtuHE-;|WxrZqJ_9*C%e
z2C}k-NVpV1hD+jsXpxX)!D?}+Ght~pzo(<bH(VRfwbu8BNkDIM3JMQ+;c(F$-WM)e
zC(i2XAa(V->(z_5)d!zJqR46UBo*mZmqpzd6V0L}>xHxPb62_9L*Sj=Af(S2k>A@p
zlWgMM?|mNQxF9vbl=jzpe}L|3S+<y!mpzf%ENkE}z0!${N*#z}OJ&r_t2mlDEhs=<
zv9|PPnlOuR6zr<bgOhY*hh2JG?xw^+>3@TgoN2`6c*;tTxnZ)>kF0qG;PRC)jBagK
zVt^VWl<_D4G(>^M%3cRVtgU1a*T07eqQwJ>17FT$aorLlu)m)e+np;_SzK<cP?q*J
zGdtiuU<3-FmPvG~#lh*nUQqyw@LWLJaCi52eju6B5w`n1IGfmgGa%#XQ1np5uJQ6?
z3UTD)f<{wlrb*L>`4VAMA7uk^gP(<5|0DdJ_;#h1k@JXkA@b=C3IzJ={lsPmtSXl_
zHaa`jX9O%&PNwM(HFCuC7h}q?Pfwn3Ga?RX>IQUk=Jid;IBRgro(RjN&QCmu%Y+Ru
z!n9yvPx78zs++V9t8m^kwB|WKp;tmBx^%xa-j{(=EHZq~6M51r-YcN<ZDfa~n6wp^
zU<;jk85_P}vvay@FchU3w2#vp)?4a`H<Nz~)z_M7E1}Ggz(%(EWD$~u%cJsHo^R`v
z>gToVV6$S^PwqTpX;%6(m48-F+%TYgTK2tvmlXE-qPX3!cwZzW0;c~QJX*>)H2l1O
zh`#!k|DqiG7ObpFb?z0i-9_s+6X%x_|KioU!3m39fi^#DqTse}L;=gJ9Kl7m105ia
z+Y~_91(FV}JsdSBMjl*sy2S=->-7}3)#v>iCR_zopF|z=g&dg~w^aQaF%w4!!AGMd
z_t|#mT$VQvq}YeL5{NVstkLF_9f*Hn!o6rc!c3)^+>Eq)kv@)eyDnnx=+kc>e4NAX
z(9veZL#H50BW(}ke-wOV30K@*ryGMwzzvt>6oVa*k`$Gr43CQJvQtCG^VlA0zQ_3b
z6dHqf7X28HNQHupX7<Z?=LhWtVm6MLMB^&73Z4cbjM-a`1lq8`$@GKvo%9Y_YN7hT
zgU8qI2N9o0s4O5taxJMAG0Vb7FQp!WitZ9DHZ8HTj>|PLYrHDT+@l-gHhX}(ic6A@
zW<(h*JduVP*oQmJBQv4-c|52OwIJZNW5urXI>D{;rO0g2WozX=Gc7!TJDzaNn<qyC
zTFUg8)P$WC?J7=*YX9{0$|1sZB78TM5xdxMqJx_^!sD`L@uwhdn#G^=ZPHz}ctXef
z{;MmV6KKwQRH=)rj;x?BgTU`nmaetjtkV&E{c44;1Y%_$=9z7*08AxsE+~FTvHJRg
zbGo&)3TnjK5r=yZKXWO%{8(9tH{O*X&OZ524?Rpp&iNs^GhJpY{Ce0({EX(yF`7}d
z#pS!h<^H%8%0>OF%B~Y>NZX7$<&VdTR#4-3mz~vxrq2Wb@v=W#Zir54&&VuSvn!)N
zn9MnNeEf~tgVDGFgTJ61$q9d|fZlFrD3RiC>*2jJF?zg{(KU4J;lTz`i%`&*_2F_^
zbL3eS6k~%lMgth9gcFe2=X?m}l;;?4>lTpkFc3JDnhA*(3k-Z~auKsJ2@_r#NvsdI
zm@#mOWi#Jhf9tW1pc&I7ZQC!E)ZU59OxqXvkT=p78q>2%=g>t&#YE|t#DJsR;7PO`
z8KRc){S;?9@^)F^mO;&*M@DGh4aM~nhC4Ggb<%H&^gZ}c+TPFv_f#(S!9u;g`Ycop
zSczuXQSY_YH*a`8KE`dR<t+4Q_9BjHqm#6c(NBDjD0iK^_mj&zH<N4qM>~O6z1eGP
zJeC2+{dgWGd5<B26un}S+lohZ4z-jb*dmN9AnAZWKu{e~+P&6jKFPagpKJ-qDAVS4
zFW9^7^bEr}C%I`O8k`7C=3_w)Bm65FCY~D2^n-(9s)>KE+(&Tmx&v-ImljDMUz%LH
z$6I(5S)cwd{ndJR3|eFuDBQ=cor>A#K2oYk*<O<j#bRFu1M)<-iE#6?PuTQej`sP*
z13l)M_NjCA7Lm^67+rWU;s~wC6{FaDjB-1*wAsJ!|L+B0_oAsML6502DdOU-wv8%Y
zY{qK#+Ix@P;HDyJ{b_3J=hq1a(@!4UTp!Pu&2Me}OjAy1wAnj6ENS+Ba-8RguEL4j
z4%NG_4PE!T87FZ+sd`(s7`etb#Uig{9Q9b_C?1?Wg3OiERS>&lDOQaLs}j#&<|($B
zl^skR{;slEm&ZtOpks+0sj`!mRrbe*=2(X*B2SJE>(7b!&e3g2#fihjl8zEb<j&6Q
z&hTz}80K%#f1hVhnjQSO?0_X=8qlb>(GEc!X|!SRM-^G(kehF`;eo(hbkQvZGZl)$
z{TbmYbCMT<1Ntn1z`x1F63@Z5BOWR1z>HT8WJ@IjcBGhzX-nH$qfIIJ?+I_J)4Mss
zZ#$TGvUaa|6yK!OS_0vr2WX)mc1tf0f^-l=maNb5Ebugt5&eeU&?x-&x;WKeRg4;b
zuc_YJq08G@`YdAyH`C|p#YEyTJ3g$rIqi*LRqD03I8gg#{FtS${x1>eaXT%+!^_Ld
z+GK<UQ_coa#zTIx&~tJ+2<|Y<`l5wno&z(LaypxUw^Vet1QRF%=d3FM0x1A}3Rci7
zMg2UbSk_oknFWO&$EZU_@@+^JY?4AwSx36bqEVF&Is&?mPclV>9gd;rJ;BbZ$UV@Z
zePjQ4CoFcixgFk#jqW{ZCDQVyPQ;4olV+MWH8?YA1?fyM!L(6%tPw0Dc#(MOrpU07
z>f_?ovUq&A*12zlgM0F1w~cK^qe+@^_{0;bk6afX-#XnlGMeqL2q!zAG>y})r?dwN
z{iYn0f>%CDS(l_RS=sL4!_(;Tm=L$1+D>>5JT5M%hgdvzi`~!nLWhnN6rGvPxb%O3
zf1Jt|JO)O+6#63uBE8oc`mp42lTDdLm(Uj8S)46(|5UQK(o8HaepJk?hGWm3)!F-d
z&vHe((~33;HqaBv58uSlooI(vOAaG<UhsOLM$+a@O$($A!H|X_LLZtXMQ5(9k-YT!
z&Yh9mibHkd5kivcUFYFD&qIvaZ-rv4Gb899x5fN}Q%t#YDtznPouTvD*ML86>MGx)
zPuP{NU0Mw&B2jJPs&Ji`aC5$i=OCQJ66U`IFFnwi`SDMOt(Aa*=VsKt%WN8!j%iR~
zjr%K!6Kd^id*j#6lg7+o#*BgSbaB^loli^|JYza0`vmMn{f9<T%Jmh1PZ5uMbSc{L
z-jLcx+Lkci&dF6wdIHjAf;W8HjgIGAqVoJ8uCAmM4Qor0TNN8@rL+_cod=qO>HYxO
zBfWU2<XG=j6=7>dTjfbpYV6k!6pOt^;~@9b6EBrBD~5)`3c<x^i#J-U)Q>NZWza!a
zc7C0yj{gQzp@rUtuitMn5I*GU?lb&*J^#D_P?)Pea^LpHwUo9F!I$<5BI|Z{-53*w
z`D3R=m+_<7;=j&EGXsmQf-;@M<gRqcLO#zN|8=`!nBJ-f3>Kx-%`etk{%yTlS^OKl
zX^7=r4qcfDv%V5@Knb>Q7qfnI&mMb!C|HfNF}N*I94Nj&VA20bM|(C@hGAUUtN;TD
zAO?NatF6xZ-gmRp8d|em6m`@{!K>xqtX2Dgrd9p`Z9&>hpeo)qmzG_gof@wOcv*Pq
zU~=HeBO;K{ITiHa?#X_N8Y9KybR#6>xenN_^lX7vaM0XpCH2N9<dpssE@dG*c3Cyv
z?8oHYMeqB*xc<Ybd2`ileL#1zBXZ*%BvvW+grRmV^C$mpA^qs*pgVS&8c{zbOS&k2
zPP3<%spqUo_6^id0BrDmcbSeX;+)s@MCOroz?*B(+o14OOql#<BZR~bUHYI=WU55}
zI6~8i*cgjICO+3MdhTj}KcxF*PGtC7eUjFo-M{PF%e{y;HOiKRmivIceiU_w1qtSh
zO?3y*r^m|<BZXhmW9Dg0Xs8*Ya?m4FneLJD**c8a3KR)iPN_PUaZ~FJ%MVY)i<USB
zaP=!wXQ0Z358vgzQ*w`TyKJ&+dQr<2!jc?U;PjYLd^#bx!c5SzQzA?bi=*FEM}Hm-
zd_fBJ>tK6Q+nTc@*dpSB7>d5C$1{5NecW^R7aZLjc+?m#4ewJamY>g`roFhhPzT6h
zr6(=-bxY-db>M_aw}nH{>)zVQ**U50;plX!ZakSmy*4Z=GS6ID`txHR?Q!MFfUu1z
z7`*PKpP|WF*TbV;1|GomQNnbA`(r=xZT+PL3<y}qnRQ{3_v=l<KTUz#IgwFPW}U}{
z)xl~37_0?~tOQb`dH3r$VoDtAFWeeOfPG<&Lk^T;@<n5%anGCs>@)!!GL^IuamvaE
zI*bu{(X70nFTzdy#9hkLwjB8LVoFhiI}QSK)M}Vw#Ib|phBX>Yi>QGlv4bwa4=`r?
z4?j+RZA`BA>0R&=t4kgF<LKjnYCK1F6IyLXqX|BSixn~h0R-CX07!E0kCvNjmR>W@
zH(zs%=388e2+K(}j(yd?D@R?y8<;#jc6UQod5l|ep1bKDRDZb*gR}D()y6$+iq;AN
znHt`GvqA5&<9%4ss^`qgu@Sj&IjEA$HMx5gz$>ePaak!(Q-F#+iOoqOxi+?*P~n-0
zd#kAzPo7%=YpEd}jx{@~ULLMdF!`;A1?kk3$Yf$QpOW@+m`=nsAF?%JjhuZ<*E#7I
z&|*x?nyLKOHB*_pa~^g1@?9Ch0h3k5MSL$rnw08KG_j^XA>ZpN8ZzM?&-acg)bU+%
zHrF&Mx+uSCTtC>?iJN<O%B-y?{io>6rzidW$o-tbzemL0H9>xAd0rxw<WD8v2fp>|
z<=&<Z)3V`H#RQQ*@Y;HqNf7#B=iEK9+xl$rAQS(MG<#FqWN9NR{q&c)H#wW?8t2nD
zDw-i84HimcN>gREmhW9(@xVzu1ia^`yz=8je)rv7i_fx0Y=zv;YS&?-n7F!F_SAj9
z;USMXXFtPbp$F#6w9kU_X!5P?bCm6x+44gS5YpNINQP1OQC$Lq5YJBTEhWsjw0r~x
zUf$e`)$K{mX3Xh}tGJ4xato5!>5U*}Xj8`>0?M#SX5gaU(~e2n8=Jq*Giq4W6oNCt
zKHD+O!$s6JK~$b9*sS|ho@@<*6qx)G{k^A0-WIQ4oG@Eh8|z5&fv-UoZA8z1-~Vx*
zmG}2|V}9aLATLScu^XQT-fy(=ndRsQK7RZYN<2aqykuB2WU7{)hDe5~yEqOsS&VTU
z@T-A_c~bpl=s@J;WWhCQQj0E$xJFdur8X;BnNGwDHH|hwX@7Bzl9gvFPsE|~Su9sv
z%>;AUPwNOp4-yMmy#G}aCd|2s!0CZ3(oM;M5`(iLubfOL2m3YY^%uoO7b@~$9-NiN
ztS_hH@aBsy^WK6vUtNHCM+9_ZSo52Zgk<vbS}3O+yENSq@b3i|UC#?A=_5)UMwD0R
zO_|S^R|`T>7vKF7yynEi8mL9|v7avdK3=M<csWh{td}Qwt*R$ltR1Dbn6K5ldwG9r
z>V9q)H~IT^%z45a>Z0^|ESSO@zIU=pU80W@&74|=bG@Rqy09{_K-4b}MRXF?WBD@A
z$?k8{b3=vUgwEdJ>4m{iH=KMzIraDKDSHI%S8jLab07&pLcN$It_xynw!Y(2Z0x@#
zG^aB2%zXN1MgC!yt8ZqS_CISk@7)laUJDExXi{>YYC4!e0pt|vp^ePF(>P$gKQP|E
z@;>1Z@z9Y$G>|*>7Y1IQ1|IuW;0j34mD^3@dl@|=_S`ZP2%7oc$FriWxgz3BbVdk0
z`~@l&S*|)rRu7b#LNDlj)u4+N=FOM<VKT)L#$|Q3Rr59Sbw)*AtBocRvY-A=?xn2F
z_Km6#zt&1zUI^yC%7qH;{M5MxTRCZ<D;M`Igk?>C6IVyH(MC05-k&s#qI6P&YQjpx
zWs`snU`HNEHWPH9tja8tKIT*!3?3DcMy23DTc!*q4VIS*S|>*)6@{qsQ443rQoohj
zr7y)Pfq<XP7SBGTFz;Slx{9f_+gTpI9HD&0{!yLVJ%4&xL#iop99=JoOP-cJfqEOY
zNe`=cneLgfEwiaIAVKjGd~@W9+-N+c8NLvNdXt;HwVqU?uljlueQox|cWvk_`uTLg
zeK~5f=mSiUuIKSJHiUg0mn36aa0hQv19+QeI_=-D*a=;(7Xwn!xM|&#OIGXK{R#>&
zMmu<W>tyq}RcbO~Yl46pK3G$=v^2Mg@zzR}i#M`d(-bh6SCS57x*wTWQuslp00I&H
z)?^y3y<acRtOK^{LAX2a1~|(}3F`B}CY~2YWMT<0jH^i7@)KV`3l4DO#|}#TIDSlk
z1V9%tMYBggC(@3bJ?pJ&fbxbVocOF-#@1TKUf}EQdC}X|EGtIoe(^(E3W&XRgsJ-H
z$QR$>=AWOQ5+Z%u1s)h+XOifY0<_5lW!7;YxB?}C?absJyje`Y+Tv`OG(P!=52{Zc
z__XbyoDfXeA%<vw`b1FDI*1kdu<peS1iL#gn|r(xOI{07GHpDA0WhBnO$i9KMsTI0
zt#f&z9wBeRu8PmPqGLf0NmdDyU@6E1@gI1|_s*Rw1h3MPlC#0OA}9au#D3;!1%^Yd
z|D$ZMIy*8!nS9_exGgsEcii1cYxLRDE@fjl*^4NyZagcrj89<0zHf_`ENc|QzWePg
zLZu!f&j^+r)9}(=E*0Wz9Cro=PUO(nEQhW6?CF(YXL?e3v>dcyZaizl$ZWKl%we>l
zK<pU9UDl9#^>}asVPuC5E&V>$x#EZ&ll>&9MYoq%>=Qj(zW$_a2a5dPp(?@F&9l0g
zyyg*`RP0sP;hWaMv<H~I$A2XgBz11!ojL1n_th=R+j4(XSMpPXdSga-39g3BiOVI4
zfwRe$zAF-;UFbT=eCb+AU(#NaZhVOeab%IpsZummb5?A)XnI}QAVq!^X#>vV-%;pt
zY?UEH^7Igs3Npa^(F26OJcq6<{tLT&6FpjiW8EC#%mpi`PL;4S6#08V2)p;sX8N7B
zt#1@$_t>MxNwS6Fk$)(*+?yuNEy@x$TxXgT!{dh^A^5&G<G)DLMaDamF3X&Ns6Vvq
znNf9)6ORkocD28}@mx9uaVClsT%{#BG3&Vb#2F@KyEvH)d<wGT7|6p^hp|iJuT|(O
zUm@5Tc=U-DYIse{M<Ho@00hwADDY$@57|ix&bq~{;%6=Lp)1OZE;+x}T>x1UxgmfN
z8dm+|AQL32rqVY*Hs@6p#GYJ~R9QtJQtj(op`e6=rfu6)TZz<jMP}0eq3sj%bL9kn
ze{}Ae>}mD$zKDu+Z9+N|*we?a>l(ltYGa{&s%MnZttFHhEHfE-cGMr;K_n|Do@`vo
zMQay+orKW855@D=fhEm|7`S`Mz(v0hxbV5~^5`X47Y61NsZE-I47pF&VD~plYE#WQ
zChba2fetyvPERBmP9q{r8z`BRkjtX&j{=Au8?k%foBA!*m;hqcRc-<BfkB3^h(4bT
zRv&${Mr2rZM#`AzFQUA)IXI<sJuJmlif)^$vDo-ks5v}c@`ad*kR&~ou)WamBa&es
zGim9&Vgc3!W0JOGKM~bxo65Bljs#&!K-Eav?6Uubc4gmQ$DMSvb@&wBnh1}l>F}1i
zoW|-o&u=eeTVgaf`nIFZq2wzj^4YLVgeVnbO!5!~Rg#I*_dwQ{n4vVKJdc{IND9cx
zgjnp%jSD!Gm}YNU!dUX+iHpQZv!0{A^JXIn^gTyYJx|^Kym9A2>3KkF-hH(-wHvH)
z>kM-3K4K5w87Z+tD;SOXak{d=D@pCFX+CDoRxkW@ine|^vQmsak<H$6St%LM1;OMO
zy(70g{~^0vAm;ac|HW=Su0)R6XVJ6hkWfzMNVmg2NqTN9@j|6!X-(V?+~u5FAl~mP
zdLxQZn;hnzKoyfnlg4&+`2;6)@)>^0;D9fJII_~r5J5~(VVGIXJ${=B;hwzP<EX+d
z6>|{9zYXOUt-F(Ir;0nGr~1L<){SkCB3|SR*9avnT7GF4cACS<Z(|7_ygruyP4FDF
zQ31@le?KC-rlV)CSxNc}Wm4;DBfJ6S&Or&&!Ozc+pM`j9xxp%b+Pr?&CChGQ0hm-P
zbz4)6q9{OXz|_EF1}iCTG3TO-iT15dX{B*^48b$2COxeWcaR)CRE-fUo=^mL(S_(&
z3L^m&gl<&L7|#K&(YN}=R@5GI!JLZ{a3pKW?Q;yE*_2vp*~0EN+6+Q_nd&Y^gTA@y
za>cNUU-($BxMGS(uD|5jtki^w<|2_rr59;-a0)@x#XB)EX;+K(iNN(6*5H0wv6$sB
z0!6!AEK^PVO;XlcWXSyd4u6Th8G9pTnEc}KQ@HW3q7D6!x@MqT$4yqf%?o#mk#2B%
zi#36w2D3C*p>Y-VXpqk`hBNNTr{~54tsEbHx8&u|37lE6dpj$)tQiv<yebapCv~On
z8=uDnXMC&;B{)sme&gvb>Y|A1kgSNloCq5enU@Ea*<3U!P(mc6Y?$_J>dm!MQ9ZA}
zGVl$A`bzzMW!l55!jfOh@*pMfq&(F5$AfN*oXy978b$AW4N~!a%I;#{pzt0J#VmtT
zHu+8MhzBp0r-^%0Cf?TTbZ5s?xvuNrZZf8%TT?PPg%uSnSU>ei8i&Oyjab6e$Vg4B
zs7n6yRm1q=ENzxAZPx9+Qo%3Z>S=AR_BY9m#bQz@c0@xAd!7F&4A6NI#ZIxI{eDcl
zBTWH`$j*xrFI(7y2Wuvm_Ia?oL2@Fkec8TsfHlq2bZk;$4A0~&3=uA53UjJtiuVs%
zVYm5bvilg6v5}ZH@_b8oSQE&3m<jplPK)q0>`F_KHYNAx)i~>57@J^T>5X5>Nl9LV
z6_o9xNls}q49Pfc7kKe7yR?0|yN6+Fiu>q&`FWH{L6y1eWCwvge6<gYSzr-Va8ZFd
z(U)H&bg$~t@8Y3TO$O8ODV~F0iFD@5Sx(aonh>5pA%FE6UEdy}UH|#d3UNRv>yUWD
zc_->o6jPFTA0Pt~p2yO97I&d+lz_8Mcc=|SnBlb`NDRH$u4hf!P`L+<&eS`{v@W+v
zHXorj({69b=kaOjj~eJGHuWJ<d=qjG?g95udR4uFF2g9BeDN$x#`toh&6-WqT4SdM
zV?;~ksMEp3Hwg&|DNvS^t-dHYvrc_}=lh(G@Z`gQNhJ0rENgR^B+v}?;-75t7d774
zR2eki5hknZV$pjdW~`I4_a{si!f9gO)V2MS3<#J$4yVQ(L7)aFrlKV8MHj$`=xt!i
zR&Smb#*!spRcZ-bTNxtAOOEHfNJeU{vz)$*20B%;vvXz1Km33LNe`!*@F>t7O-xL@
z=j!8?S_1Qu6y1?ECm#ztT0BR_`2F}8b>gt$RC+<OlMlO3^`<)n2^V>WhE+Fj>5v{4
zD|6)8%SC5SP*4yJ7AdoKd`if{u^<;KLPo^P-Zj<bKg^gWWQYaG!9*S_8$;d&o1Y4n
z6xt~N2mL?-ztLMQw$~Y!<??MgAe%(yn;f;a744hYtW6+k6?|-J5nBx@Ty4YJ2C7bS
zDO<LEtsnn3^MOw!4TuHlg9vlqewC6SS;<*R&NwO@d*?lWdSChCzb0J#;>Zs=<;P!S
z@Jyj9gqz!fTh-H;<M%#wO7*>od>`n$3d{xMT7+LoK%j{=m%prIeol!mskriKjw_E=
z9M3C`+YxQ{XmnHpB*O=z@`fX_R|x0I%-Nreoc_+hbP+jy!Pq@5lv9Vr%(zKBr!mq(
zI9dpG%s3NHb&Ae~>c}unq_JUTFODbn>_rnC8o)Xzqfi846crhC9llkj9i(|AkAxt`
zV%CT3r8*Pl5GO)2heZX8V`ZL8=0RBC7)N0u#-tM}JnEqwDdSQoq#!zBCnp*pNJ4y{
zWNsbAPG}cOS9{u4=vq$<o)i@i7`?W}nNc{U$coR3AY?O=8NnbVWp0iyH;1Sqz{RXw
z2nF*&FrQ0@MMoZ5yHXNH$uluWt$}o$v7Z$3D>Cj*5T~dctdhOrB~z%7n+)G=a1Zbt
z>AQn(>&s5}a-n=c82_}=MMHD%niYK}IAt!vC`F3<!C#Uazi3at@$JCp4glm$z~2Bq
z{4{^fU$s*7AJ7L7e!OO)&I12}K2zbx2Jp8$7B|dd|GD9K{xN+9!zbc!0~iP=OjuSQ
z{NM+*EK9q5`SR2`m-hGfCuLcN@pwGCa^=dTs;bbot#8}5sO!4C|Ni@PN@+5P#mm8Y
z%H^D=UDu_db!jr3pK^GtpwG~lm{|@XOk<2*L{bQ03dEGsXkZqqfyo#Rb;k%WRV_jY
zlcs5|i_LS++I8I|rBtjkAZ8|Q+fL0)RF$@Er$7!Nj6(=<U_(aExzzPzEFw`=L)Uea
z-mt4@Vsg&DX`1PkD_3$^meO@yAtF{3MOD}JL`1TgY1_7AGqbv`ry&IIoXaUCKLFWt
z^!B<Rq|f{K;Ek`f0f1}*ADaNcy2heyTkgI0UJefruNS7<+?qC7?rsAL+j1bxjHYR>
z7s{)TpXAoHu4maMjQ>c4_}f~BwgHlp+Q7CkAKO@pRUos<)~v6;p60$>Z?(N`8wlBS
zd($~Qi5=U<Y;6*?ufCtQo$F7Ok%~;V9)MUDL==lgHX{Sx3;**3zN|Dx|GB~cF#Mxr
zTr7-#I5E0^+;aZTJ<d<3e9ySxK^3Y`FOa(?@cD{pf}D|W%CsqP*o?Te+i)z9(ugZp
z3l3~b&6MChp))E~)D&ldl4GWlsWfu72;B7Az}df<IIWq{ZJFIuFrI-H#v&vRQ=sl3
zM`dmh%1j}>!_*i<TadZZk_kXC>7z^x>LB<AT&>UuJ}JIX(g=z%_zrwBa%cFR%+VNH
z&9sx=O{!5Nh|okhZk20M*{@6H^AU?~#7^oM7nzY7g&JjHOm~Foo^rG+yr~raWE<#2
zi8^R=f{+_%YNeSwnuXHTj;`~><dNK`$oH*kiNgBamC_sq4o4p(nZyVfL6pWEHxC*@
z1<t5&wh$IMgU?8jLGpDcG!>XQ$1KBD?c1{KKY@K^hC3Ab3dLTk*m;Hbfb-zXjD1T+
zem#@tAny>&3H(h#?gal{ux~S}M_^L)RfS+I9CSWWJD966x@;7W-T)v^!||!WXAZZo
z3`O13eXO=$y$kryAIInZ8Q}YdWB7jH*EX#4)4=~Y%w~Ti0OU4c4qW|x9M7xh)8Bu0
zxIY`1u(W0U&l!N~?Za#MKep{yM8bGHuB)oDs;Y{eot;J7wmKe<!_Ll5cYJ(Y?e6Z@
zbzK)_S*H1X-X0wtr9pgN=iV;LiO9mtDiNuNb}LoYdN@Y!oU7?I7AhhO5pk;8sA`Ha
zR;pSLbw>s|5%EK2+I8z&=UkIg8hP&*IcINX*?Yf8DLL<bGqgx~Gqa*7<}t>iD2iHD
zErj5UqL>fXzCl&PFex4f#s%kG^xk(}*HuMPEJUQtIeYK@LRCvMTd1lOMNv8Da#dAr
z*L7u46bnFe&N3Q}<}pTBRaNc1PeXgwvxfJ}eZaT;A(%Y)=m5y3g8QVxZ?({E+xB|F
zyKdLIOhVsO?5^9wuCoGX&z_~OYxei|A7^*F9;CNie^cwzx~tZzE7YneeOog3Nx<SH
zaIvlRXj4nky8W;B9`F4Vj%gFau{?jPpkNa#bQ0)U4?|oRpf5*^kr?B3(f#^)UIz>(
zfr{ld+y+3l<-|PILz)3N4Mn)5K35|5F&rSUGZu<jAW0yJF-n>5=rY$@<KDlrPx<$2
zPCx%<Ubg4>;Vv`pJTbUFP}U42lV*uU6pqTwVKNS*kh&3%URm%<Kl&rQ|JUEltrt9B
z{+B+Thpz3=ln>F)_9&-+jnTQ1GvjOA+_v2I{h3pinO!v8X<@Vj>V%jwZD+K>sE6~r
z@J6h9v9*^>g&;xjwIUg4h8#tDOW2V6RwWmOoO**N8BUIv;gjH6VT?y&qB}C8hbX-O
zebGR(Fcx#i;gRFgyyV(q#9}c<l4GX|>`q!Hv%qMa*qIo!Q^L+E$KC{{ZRD_ySazgj
zSb`KYDJV?`btBZR&;}(WN6vyb!I|Nu2Q^gzBM+5_!VBX2RPz*#)`Wl(rO)2TeFGH$
z$2b<&T@M<Br73~&?j+nRjy)B;OM|6uBEMINza#KE#myX?735w)oZ!e<?yZukz@m^}
zM<0}U8|bUSKWvoV7`u#0M%2ifsa>y`S&*m__@p;9AWy%sK7;*qN0}Ay=_~i|{W#AU
zH}u&IF9-e>@E3q<YwNW1LgHn+#18OXzzYVDA@qsX_tCp~eFZ(Q`Aqu6>Tlli+&{<T
zvrnKG<KMFaK)xCHQQ-cy^=_dLqWe<d`Sk5!#{+<Q-L`UWXcfxNxumK|RZ~$EX>f7M
z-uvjB6X%?oS<J%#qM5nj_dE@mAIbWDqy$6}al^St1Gvb;W0}5<FfG?Lvjk)_i^K1J
zGPB5I-OtfEmj|XoL?o$dRMj**e;jI%wEP<$x8*v+|LB}sZWmYgF`R?!y^lF(XJ#_2
zn^iS+U5BcA5y>JFMI<}tl9`!vE~{!>eV*aH{7t~W8Ls=mjjyvc0J3RTds9)lUXWK+
z#cVcvf|z;9fGnMpR`=<>-zczNb&vX*ulX8Y@rqaQV?Xv|y!N%P-56fDTF@?^W4+K{
zWeU~-z$$23-TyW)vq^aUkrc+;w%KO?TNK4s_G2AbZF2A0#5S#Nx5|R7w_9x!|1bB~
zw(a9=kk>)f>iV02=Sj@cCYP^mA(&6q(7M3HFzsi_g`NqqWl5k0(}3+5XzySZF=jdO
zCv)ZpFCB5^8)}-b-Q%VI#PNlp;P<ldSqUsTgx=u@iF7eAZ-rx&;|zyaF7wmh^$%*W
zbF}~fAOJ~3K~#9pFZMY_qg!9d@zEEu_kq`Q_Rg~$`LE#Y=rk8cALh)%4Hv$$<z^Gc
zw<*<GU}oTq)EcSIw6)PRJqRHRDH$pEDepcD+BnK~5Vr&5-X2&)=zmfSG^5_|MWh<_
z`U~d_Rl$o=7)Ub0Tu~96Dp8=z&@^y77mnt_e(ku@7F<gewH1tAWY2e;DH6Nm$Y>`s
z-BD({!g$wFI%6CH2QK2ph=3t<*@zM9Xw<m}5uNnTzex;lhGG;zrA8r8q7>%v+4TsE
zNHC)@dH{lADws2j3~DT<nT7A5h)_7du;>sI$cYeyQ(mZiqSfKOoBRA2Ntt|@iPs!S
z6_>O(GeEGUm;uig?1#ZVTaXC)XAJr7O!?|W_TWq*W}*nrLn}g^!6UdEzh_U!v8wl2
zda6C0$II40)_r{ZH7}101>@_0KM#EGhGSUm)jkH^2|P-l?QjS1?+51UCBUx^>&URL
zC;Yq&Am&T9FknA0ur1?((bxxG1Uy8qEw}>w-tgRia^-#V2=HmZ&u?IAnw<0QJ@?#m
z7rj%IzU^&qyTi<6_${`av%dAMZ@q1~Eaz+?1P0fr+g7fV0ou0h@|>*RmZc-qQh2`n
zzg%{Fe0=-r^A5{JL~L!j9vmFpwgSX$<v(l7ANL$0a>wfN4*O?iAIs%>`SRt*J;(5R
zufLw5HnE(us%qZ$+J^SDe-C^EC$z%d03cgjh*oc}w^cdkICt(G<MH@<ak@#!yb2J^
z>~S;v>wx8^n{MI_Z+HW5e)F4o;DHAoH%q@sB)(q2t|ybPvku$D*Q@teb2`?uI96|O
zVo}zubT<K*b?~v8+P-RwyT1K;h~Y`h%6cZr>M?9$MmA|s)<IJU;rg}PCN^K)c0KQ8
zT|crZ?`2cY%O?x~vB$n^%^4;(<TMECpeq9(tXgbWP%lGSoJlD&i<w*-@1M2&ky{#0
z$6fyW8qRlcd+Zaro%ZZONJ`x*^VU<V@!|R^|M@-tmV>vy6>*MHD!A#Em$UQlu5nZM
zxr7hxQN0u{9KV-yzZP--yk_DuAG)>V4d;{>OcF15i4YTAXXM(^&ijDAm=ZZGZ)Z{-
zX5JIzps-M~Dt1bdPS8W6s0>DlqKs6N$fSg^hfxV-A$SLc6TCpoGFU|QDe%US(GlQi
zq3j=ft{zkz9E@2UjSw*=qn2GCIpZ^DM#gMr%=Tb<%HhV)wTZbz<}Okwh*uDyEi$nZ
znrJkg(IrPf$Sz<wEcF6)9T<>81+RiPhYS5go#N;kq3t{|J4|{2g7hMFpEKEI=2ay7
zgcP|qL@SKtPgxN&rvi+9q|-hTJtrXthYd_h^bixs5J;i|*%_9N{Ch(F3Bi6vU=HrL
zK<>$;(#XU6jpV2hd^Q?U>Q2$d;q#3atf%2fYsJ;m{UX0?<@QzJeNWMGyb1Wufw_1W
z@UthZI|ZK2W3EOY0L~Af;tt^d1wMnm1?T@79$y_VrVpbt;IFSeb{=>I@V9xawd!92
z-wK=oeq`A9Hw~a;bsplu;juk>E92GiM&O&8ra83&B4oWF-|~Ljw0ymgmkssga{21x
zPqyyr@{i`&Hmz$<^7#oXpEse;>(KS>Rwi66=X}z0w8Q)62Kd+pKu(%%-v&yS1?lsi
z_dKp$yT;qz_O{0roU4WIYTMLms`oO;Z<!quW8{M${2(C&>bkzpmTb!9SS?hyS-@^O
z_Dz<!+r;<VfXk-G*MZ3D{Z+TEWnsQ5>|XB2d%v+oYLlzilUWsS3vgV$M(gKowGHbe
zXR=kGw|<P9+{;$a!zL!{$wCW1QFI{Q_2GEx4ZM+Dz8*yAyiv>&_nZ-4ev|RsSwR{A
zMVE{(4Dj8jg!j~u-+AOR&-uWNm-rcFtAyx4z{C;FScJ%Nqs&vmqxmYobNmBboIK3#
z7k(~xKl@X;ZE}utufM?LT0^cP)q|J0`S2>w)EVdJJA~(EE}b_1{LFY?0Y4NIsmUy2
zV$t?F5us616k=9lfG!FtDmfc54y{Y((N{X+vmN%CitG!;yAtka5^_lx?Hc1UaY}@l
z3L_^J9-M<h`}Q<aFSyRuXK%!4be*thlq*M`EBj*(u8ldWr^J_yn7zMa?^<H7G;VUj
znL?R*Vb^)4z93ts%aJ-K=0qwFqXAsBmT99fcW|si-+(NbIbu*;CqTyg#HbJodRHtp
z!HEtTFVM6~+X~4%I7PkmB6rO+nmBNQS_9EXlFz&t_zfL^fkAS{o^#AR97wMlN?8a#
zW2I1JB@09oTy`jibB{4*DM9>KN<LCt6tobu0#_N%`UH0jiUcJ>7NNBsggLnZK>iRg
zAW!#;{CO*{@d{6E{>S$Me;Rn@lK_wjy?FiI!~H+OV=Yo=24>_uy?$p?F<JsYF|aMG
z<E8W(lz&Vwe7{DoC3$235D(JpLtZcdkK+vm^)~jX23~*T<Mjj}`268q9u5rH;f>Ss
z2Uu5a(p9V$&`*|%e(v14>mXuNvAQW$e0~2h_ST(k+g_h7-v$m=x7}v5yAD2{?6H&D
z&`vrR+m35hf3lu1z6wBALDh6ReViubqXC1PK*=WXa1zj3WkEKvFY64{HpjCkW2e@g
z$JQB;k0d4jsTgixK`iybgO>Y%KSdakxjjeTtTq2jq5Q*L<1;2D{lvOJ5^g#(<~M!E
z+kfjr=-&nZ)o|*CXK~l2Xe_W!XoKgl@f@{|!!Y8vbH$^(FQocoU&rTs!499*I!=AK
zrues)@zccOT#cK;=^f8>W=u5pHm`+pdrmyJHeQt?K>|k>nA5viiMhc-*yz;g6gq?u
zg*G_q#?hYl_<vduFBatF@CGG`;*WN?zhUe=n%J2Lr%`rP7(2l^LkeTreP=6kK?!Iw
z%v(4(a$Gv7xN<n*$W1x;Z+GCYdv^b6$JzhWIFIlQb<8@Ys*O`s!MOJ9=a#n3G<DB%
zsAUROQtkoBJP8LuI1G+O=mqF0JMt|Kd!eA?MD+%vnhRwTTvn96aL))S3Uv_L=*i}B
z);oA93DwMluH)S<aA!(HADNVqKbjpMOvXc5A;aqx{>#F%SHQ#CH;ARBR%mcg%ckTk
zy*35G`@T&qNhTSD0O5>4QgTuVN{$M#x9=4NZ$d%uh!sYey6geU4GqZCngMybw_quK
z%aE)vAn$z&kLPaSZES9vT0ib*0KW<B0)GYgpXg0~E)NXJdj=-r#q{l3Uq&xZ&cLq>
zY|HEDbt0cbuk&c>1?PVec+CJXz83gr12Fni1K7EpzTNB7=^dB;n}H=cJph*ZjgQes
zG`<n|%fs!5>CF$`eB-qI0W%<*3d(H-=Q_BUOeQBfMs3Of*~BPpOUvE{JWdJ?Tn7@{
zX5Lpp(@7eNRRFcBZ&;tXKMBOF7Wqr?vD~&S%O|9{Zz}LVlAM-p*1W6Qn^nMg(luFs
z{j1{lO>Ebb0ke|;#cJ!;;DGT71wb@QuK~#*qJ0APkmXQC;li<T(_!FUi<bYc6@Fyq
zxU*7{6Ot)kG^%(#BkoOeroZzjr@v2ef1zXi`KNG;DSAAjHpjvV3*aGhT$&X;eD=TQ
zh(lian;+oft830a5b>uP(uG8E3j7(^89OR*n1MJroipDPjbk&$mbhYxg(QwO!yvrw
z11J(98?C`2I2KuHgVHvR#n*Y{T!9{zxZo(w7*)dfOA_TzDtoUJ_MC9W3$w~GE`chO
ziy<#1^nb)2w1sHYH5?u(`-da;k0$INPC0(%l=j=kOwR=N%E(zsoG&svc%}(P$=Jyy
zGIzud+8Sab2o5Qfh!G;xopIE`QB;nTu*gD}lsNIE?{?Uif%8WBw;kpG4nBY{94;$m
zR$4JaHkt&TDG3;v@fyo~JDEu09t~VAB5~AFYv9G28DacXas#k~p8{T{j+c1FSCLKt
z>7CM2>fc8(JA4vSQhXK!9o|a@7*_O}95tbfigwyFREb{bPoG~{2$UXNDFhj&R&RK$
z++aXHdB+QQ%=Xp>7U8LCU%3hRI(jSKlSJ?p@I3<v_$LEP@twfi=`|a_1>8xWczxec
z*cS8}j(75yxcpVXKcd%G+(O^J^$y^|aLs>YSpERLp5uR@*MR&xdX32k24>{tD}dw7
za6F3}AES?GG;6nSP|APM0Aw3$u?|8uwg04)xb@asdC5y&!W-ZC#wUaiu5Y&q1S|{k
zO>IX{C<52^zX=en7tE_g^RlpAb$VKFr&@QCT0fRmps}spXq|CbWf?+v{P(H%o}wr=
zo`WZ2I<^(|oAN-`H6yESRI56abuhSk4cCnYHm$SCd28L}>d64grj+@odWg?Ut0z<q
zr`C(Eea4A#L5y21a!ueqg>Nc6KRd4I97KgbOU2K~g!?#R$6C(*=7%Z14bFc_NBQ+r
z^!$YSpyEh`eU~`Suro4lEjn&VSGfIGYHs@Fjtie+qzgi`r;H{AMJ0?&htu8`xc?JA
zC1*m;EOMf;M5Br0BICw}S3{FxITJ!=j&PJ<(FwIeEz0~MK`NoFjgiX~nweIS*>^^!
zZwQ>e5ZF7DnVp55U2v6<U7s|*)RT0<h>a3LCbYt0A?zO&>>rLeINIUpc~chOJ;inl
zrthyg^B+2%G3q#XE;89wrc=jwPZ;khF-F>$sdFZD;LV}AcOYvzSTw@C73NV`m{5zO
z5hZqzf62%<8+x<h$9;=fWlDiiqWqpYPDLYiLKmdhuBhM@E@`5Z#6vFdYTq#{I&zt4
z3CwfP)+EjS`vT}xc#Rl;%z4HWqt<-AF*wt+ASq>H5?pZjpyX%}70HTN?i12`**gJn
z+PC}}g4poc62+TQN#DOwJIFU$u>LSGAW!FueD?|fX@?^IsTdW#CgaV(Teht89l#IL
z2Sa{6kM;lC3TUe7+p=yRmVe7|J!b=W_+5I<#~t*oR?8Nu2Ul+Y+!`QTwstLN<}dM>
zzM~$FhXKeu5BQ-QAEA$UbZeir8@?VN4+dntU|tuLuV+WB7K>fi@zR&RlzZ>JmrIu}
zJx=$qi9uN2UIhW0tY6o)1)Ho|SNFeqtm_5zY75b7p}$@zuWz?)rhc1^>?RPhdM-i;
z#26np!@p{6`()aOlK{!O8`b(c>vp}X*K@TU?4;LwlE!9J>(n|+vPplk>AHU;*Wu$n
zihTWNV3|l&TJK6^WcC)GTRvobc#;T3$J@%59~Q^gSB_3WMR`>@;@eJ5*t<D#=AdTw
zo-4S2VeGuNMSp0){J915N~v?AB6E|%Et<G#|Cl@9l6b}iW%q*7Tol+*MiXH?@>I@)
z3E3Gj_qiB38lf@TCet-W2+&2tWh02;=o7=6D9nR!6oon~i=;Ft&CP>(M3oqqf$D+C
z?%xfZy{Bb%zT?!n#O^tvI%8B*Fv-MZq|V3@LfgAt)yGCtd+J6wu9bu1iv9VRqxp!%
zH;!mOqhRMl9jE`^oQoe=@F~yeICCL0-ccqqVY=&}FzTboA_oqWk)twJMY0fc4|rOP
z+8cER4MOcAjT7jM{3A;G(M-0Cq)bsN)d;GQQj9ZKip(@5f@A`Q31l%mnFCXPD<xi+
z6Cbv~&6+Va<`y}!{Qt4{=Ha$oWts2q8)MA5*4pjqn=~gO0g@1s00JT?id^M#<x(mo
zQr_!TOT|JF%cfHHUZ}@X9z+zZDtV$}gA_JphbRi%!mDxxV@^VV&;%0FkeoE<oW1vI
zW;4e4?jK{WbJm%eYo8NN7s4LTv$Id;UTdy7$DC`e?;Y>=zAuX5rJ}s4xu<jB{bJaV
zj1>%rZAgrTGz%Omcq3Q~#ssW31_vRcDxlIZA*pT4qePW-Oh%CiqA4xjCDMt$Dz&6G
zuC1}ffP9eykiiT9x$!(4gCVs?T|vqLS>i<T|2C3C)>RGj(Joxu<D(6W@dS>iUk^!|
z4@j+6mjVCO{Qqsu4>Q2y3mNy49J9);x6mn%dJBM@CkCXe(4TDy+Dt1lnN0YmZ~7)~
zxZ#FJv=Mc&4DAAa7D%)U*LM3)yNK;_jB4vn+68=<`%`-!+F<KsdWVyNgQ@6zy4`z^
zbM6Fya59ZWm*~Cy+<8EutHo@3T{qL7%u9#wI*xgO>15d|T`h85p!9r>*b8V(L4;H5
zR1*d3AsDbh*?H8m@4=d4sbXW%@pC=P6Qs}AIH53+Z*zw4TkLUYd&Qmm$7~ypS*#sA
zsF;6SF#1Nz=&M047WS+Oi{f#2d-fkJx$sbA^)k!CGSIWoS7cGhGE3GZ1o{Y72*jXN
zbz%z2LMaQV>Xg(?Ob$%ZLs`S5gi(=Pw~8ubd?2Iv-yPLYTWp;I68j&hS^f7VI}cUt
zys&0vM`U>iEUg;MvS6K1#z^gzvQ)wZssbhx7?r}L5Xw>*myY!^XT#@AcI8aArTc&7
zpC{~o|AY${D)z6!k})h8%Yt$Aqoo{qMr(nMqcB<*`YO2GK!6aHDyH_SItW!Xl+jQk
zlp+{&yd^9K#b%0gN^XVB7_1m}H|=yakxG<kNS4SpvLx_o@!Vr-cA1I=<B29Rik_hf
z{GG8psi_m93a<HVt4zi=ED~!3L5!rF5tXF#2ta7ssZgvTfe)Ju4~&Tfl9QNo5uzl3
z5=bfRJ_+c1Hqy_PNlt33+ZvB|2ITRq0eSLF(N~i67w3BHC#B7Qp5$KDZx|8R{Ckn4
z^Y|G~t+mO|uo%a_PDlcKNKKPxqj55BfsZW)<cop<*{n#Mr_Y!z8mAc(U;gD^&W$(T
z_=q;6F6Llf0{Ek0Am(X7HVZ$T1y@rxr2W{gR<Cx^+yzAD0i0RKtJ%L#*^e&K`0R0>
z%qF@0Gn<&+ZWn8dzq^jB3n)z6$MQTsX<B^O{d6)5<t{DBX6<<Ayb7=pH3@*kDA)#w
z;0;Ksa#x~o!O_6@Vb9u1$-PUK-|tzT>x6-|kU{BstZlEkzx3SU3%2V9{eGl(Bxmwl
zmiYTZZyzjpMRSi1Yj!S1R-fFXzuRE8L%w7%{S0-WP1Zy(Nx)p1K(NZhdMX3K2$hQj
z6m=2rg({>~`69x|C(-uCB%^q8PW4MY>aTKWomS!p9|>%`zGByX6?-oBY}=;{w!z|}
zVX<%VMCvNBER%^cSr_6&s7j$IVO&C436sh&EFA0OoYB|yDPGy5`kIUdB0KsO`*P34
zMp(6mMI$U&hcgzhFe*J8MPPlbRJE{V3{o4SB&|g4g)#_*N~7TrDm9d1$kZU-pce~f
zQE{J9GK5S7M@o{vP=%o=6_F|=F*yc|Dh}n-F|trcmP};Hr~6<%My~M6{c1QWunl2F
zg+pq{tl>}S^KFwpw&(FCX@#OF0l`Nw4S?_w>X^WXv#CAK*@!g}Z%FwpE*TkwkaAdJ
zP@)s8K+gpRePxsjTOC+i49FMpxQL`#n2tlh#(4sK-^(<2l_qK^{eNgy$*TsSoQd%i
zPHdyv8e0s=mkt2wDkj^7>b#<{T_9h3?X?s|!HqZG_z0~)Td+N^DBi5Srz_WDGghLj
zrL3L)z1eDhm*9Q&oV!3uyA^D<J!<wivMf6x7_hyME^W)Ko$>6k&I=aoVwdJ=Q`*3=
z3s}{4O;HpqEG%>i=1=8Xc3s!@yq^kiIoCs@Bs*D6-%3Jir#VKDi_-Iky+<=fi-E)2
zJfr23zwSGJBDY-LhtM<NGRD0=N1f;XUf`~Uift>(@}Zpah{2C6*$|d{LgoVTQqR&h
zusbZWnh}@43=A$)qJ`RobWB0<CQwSit1==`S_NweF5+V(#*{{GP$a;p5;iKsdga&%
zj`BGfdYwZngA*mcv1a*4OLl&yX3uVA_mW|0QLuwZW(5-rRH?nIEMYQH#$(XJ;7dtu
zU$s)!!lblpjC*Wc(P#31_o$wk5snyo|D|Bptz-66uxAC9GRs1vYw^}Hssf{pz}k9b
zJWR}!Xe!91$t(#`6A1A_t&Jet2(<;@fDqlU*cBnWBe4{jG4ze_NfG|Zz>92TB7q|H
zOEseKh*;>mNYB<R+KNRRFjiTYz}2DVsbRqVYIuvndJujN!@5}3V~-W-(=SVE7cdrZ
zk!TVSi6&X@29>1qXl#5%4NeSJBI4pP&?4G^O+#u2l%@^PDg9m~%Tt@y)_B}AAdlCp
zyt`o*rsL!1;TSAQLvjDiwj~~EZwqiK@Jy0s<qndQ)paEO#^Fctn%6hi_`A1m^(_GM
zB?my}75noF#(8$MB7(J+r#|(m96EG}d+xbs?&D{Z$Tzc`odp21Kl7|*H_HTR=Wukr
zR=d!jG6-Fw^Laq6UEFtp0}(kP)US*E=yK-jVs_eKqf1XR&rNEx0KzVYWeP%0=6cp<
zHs)QMQvoWE6$T^@n<R9au)gLuB&Hym6i&E2%(?jUa5O8aZOJ_%yiEX`p}C`%3-xl&
zs6XJL73Hp7%F_Ot?e|r<2Mr4o!yp>^*3!=e7L@+LVEc+02qqVdQM^WCt!PlR0v{ri
z(o>Ejeh8yNsR||YN{v!CEj^W0LI%OXnz0;J%i-WSsyShMM(!-RSMot%=_8&UAN1_m
z8`-yL*t=-S`jI;KM61N0)IllgNKq=I62=9{1hh)4`x6ht%5Zd&air|A@fCe0m*>Pa
zA%APlt~ac6ARltc{+g9tmc<3j(z2zuXvjqwZd5!p@f;qfK)>9j7A9W{>V@b94MGfo
z$_sUE3DHqwDMOPZWkC-{a*6a!q}Lbno?>$0|H*_82z+&bQ4K`{FpVmiPTLYAgREjD
zuNdS3HLwu_>#<_5k6h#}FAu^IFT7n0H;QFhb5`R5OWA}XuTZB1mr~WmXsRlsB#YhJ
zq||e7k&r?Udp6>;fVb(MGb9%;ago@tUIOF-g9yFA765ttGa!%WAi~`warShakNl5U
zkX)~3!N-15*2W8gZvj3=(uOPmUrTbldS&z27Xp9GaXrVWjK2ZiMslnAv8~&E3xIq{
z0g&0%{CUhm7mLyLH-OdERj$19N*;XhL8_{n3u@Y+Vs_hXfjngi+K)Yz75jO|KPyJ>
zVo<ukM;FNGdaYTz+v#ub{Ugq48pPNJE$w5S2XxxbU9;P|bTRV)R9E=nJS*Sn`L*>K
zvn^}$7`4q>=i2w+JTP)z8IT~yfXB27Fd~Q{_3umb7o)6B92Xp|D38{Z%N2gnQZ7cK
zkMzXiGDFqN8RdZ^y}+SGrP>x)+8?pQ$e=b@CuEsHGQnoj7#E~fZjD0p5PYPn0(LCa
zg;GqE$xsQSWLFz%Ll!M!1WZIl396J4Dpig|;o;yo8XX(zz!|KIxL#y%d(FyERqWbX
zvu8(S*UpR`D-Ib%HcVs^J(Z6Xg;I<)3C_nb85yJ$Tx|%U0U(8Ay><*GV|;Z+y=-9&
z3x89vZ#3q>YR%q7VIeatW|jqG$)jZ)JfouKNEukK3<I%<Cg-cFvAqpZ2oZu8s?y+t
zC8|X+)M^klgs4y}Jr@}al)hD*6DkWgi*Q+hzK0?z-X=l4G^~ZQg0q1|TeE0AjU0pZ
zpse{o5dw?RVIs+qN)mYa{b=|hajZncnm0rRd<w5LHVNHBOiT_zsJxKX2HWV1a)hde
zm?vOs1gu6-Lv52CG@4`|xiR#dqGsz0?Mr|GdAwfbHUo0|Iez_@bKHRoQl7?-0q-N(
z=02a45n)Jc6c>>M>EG8J`+G>j^!!o2?tdp~OMa_iP`>q1GALVP3xIs_1CY&_koK5@
zg0A8{guqo-UB$-62DjXD3*P$^61ZoJ*4cKdc`QeJTbmtG)f0jX+pF(gc_VGtsCJG=
zS25l$!sjtIZMLKBy440+T^f+CmH*9Jy}I-t^E4%0;9_<zx|pNc*RJat=iIU6_Ac-?
z`@C7UtE+vk-OAPl_8t=e#9JEvBLxr|MFcDY+7y&1s*nX?&ss+LaA3ILDF!9uULf=W
zzUPQ8BjkpOI5x73wLzUk<dWKbRw^O02G_GlE{IFuCq^Nv;>$=KJ!KIn#sL``!YDEs
zE0Yn#Nzz?V2{D=^f)+(h#0SHquxzY3j%@T<uLq3Xfa>xb`%*#rHND@cSoz6<U3S8r
zou1vh9eZ~e{$Ry&O)fk^NRC%AGVzgd6)7gdXksWP23I(!E#4cd8j9L7v>D@X%&4Ae
z2@%|bfo&fx*f%J+Xpqvw2RM2-f?D1mglATPjWY0X8L5L|0f-T552j2(f-yo2;1#My
zXQ7RgRjmTnkcZ?pm5Gug<k+PDAU$8AqJhS3Dv8gHNfyg4Q>^n0TuskKG8>Uh89L7q
zN(xgk2o3^Bv_NW!D}&|3F=J<R*eWDvD>H2!YixN{nqEF2q&yPSY_mqlgC+WacVJ9o
z&l{TxD5jKoG^Nh>jBdHsKmHkz$9oIb;(261wv%jYX$sFkO2M|IR;%ZcvN%2kyq=WX
z@lN1f9B;%m4On@!<8378t3M;TW_>p)lyGaDKL8?I0OTA2kgkHd3t+Uh6z$@8w!pmZ
zy6YGYhunVq?VbB-2OV~Sk69L?3lvT5ciTn$6x?*#@y-_9^Rx!@+Llh1%-#idx^yOO
z?Z>>Le-<E3kAL2^niu3a`|nw%p$nv)Y75n@gV*eSy8y+>+_}1(&mK#_<Jk4hQyrkq
ze^OZw5(Ei`sRB5$Bf`qMu>VkGy<bueDu%sCkp~K!Q$?ldXG~NWRj^)yY(N~s(kPW2
z{mihCS)vHuDp69Q9TlqR8P}cy&p3FbGK2!glSo+#S|$;=sSVMmybL3t8Yw)i9nDxP
zd#pWiz~~1CRNtNh21}&(w!q433id2d*t@4-_a0&U4u>ooe!7=@Col1lx{Q<~Wjt0k
zCQwX-@fga&(5nO!gxW(Dg)$l@7h5KmS?b$T3i!fDDt3$uE?Ctf1Uvu$AOJ~3K~(na
z$_xv^vFJ0(knuyo@ChRC8wS?bm9=$4FM`^1{-s33M*1=}-q&QuE8t0>D~jONqQMfp
zV0<7CmfS%WEH+rY7Ydg^N3;=KNZ>^sMj}ojMkUwCLX6}-Wr$=BG*i}BN+y$%)iNX2
z!fI4rsPO3k4@LO2&$zhC!8f!?6f~y14vmQkF)ko3u^d4nDh8Wy1=c98i5D;eRuna<
zg-cV8BvBLjmc^|WtS=D;<nely_e{UCnsYqY0A!7nRK7?`GJiue-w%-NfS&^VVskxq
zH0;O2GvH&o?dwP_SdTV+{GUiE=)XzIGkrbqM!NMUTjT7EEf=hF4M3)=)bm!n=dE0K
z72~sc8_qeN^PK14oa46JZhJ(L+Qpu90iX6N{%nCdU0t6o)Z1)H7bDOH2J;w=>G^Et
zg4I6$S!-MG{UcsSMCkYXk6<h|OLuP{Q`^aEGZFdhHJN2;HZvdS0$yD}u8V1z$5Ne4
zM{}y@fBwn<Irgz6B=%#v(vGB}kY<~xkOR9%8S4*wCWAoF)r?JGBSwa0q*{PFGfdPl
ztPLg_M3q87Y;w(7P)AUum@+I92~n9u&qiHSl%8=Jky_D87?+B#LA_7~FdoW6u-*`Z
z5H&I?grk!_8!zuOdSj1rIYSGF0bD<@vKH905ZK#~?9B~3oMXFW{Lf&yzc6TsRAsW*
zEyhrclg;j=5GDa?0Wm3Wq*7tx4MlVmmuFO8mJz?%VFN7x$CBML;lh=gl?6k;2a+3p
zBDcK52_L9xj!ptc3Z;y~z#P9Xyh_T)2&ok<dP8XRAKqJhG^kplHF$(z!4PnwWX6z-
z!3M+78`h&`Nd>7aQl+*?6+v7Insm<7%WC>rO`b=3y-1!%Y^F?%XQ(B$@1r3l$^T4L
zo*5$V_J)_1hK)%N@i86iVsrm&B=F%hVr@(a!X|K`q!v4?f(wRVBBH4+%bN5UW70eX
z0SRD|%;iKu-`03MG9Zsv4afl4J9CaD=e`Z;J-{ubFu&L^9-{_;JPiCA@Na;JfWHL3
ztM&ZDz)zp%F^ot$l<#W*$OXVpa@?|aYn(d<WD9_t3ji{&)u(H9{ba62?cZ6J@r-9Y
z1LqvK-g@g?5HingstrE63f_63po_(57wjiXUY~tVmtE|XW$9vrx|o^ioOHE;wHcvy
zihCE>nSy~fAZRlgv*+3dWb>GydGkIS=-4HSpLdUJmIE@oZC<MVd1pX^0Z~lTNh6Zn
zca2eSsl7>zA}A3dS0N9E-D?>egGlBALjnY)E`?&npbL&V7sk<G)nG%U2tcLem0?gA
z!dTHP;PR9Y5hO6FJZrV53V~7M<0_S9QV5I$iq!gqH{_Mj^XZyZ!LYIJIQq<-$@Mv9
z?g%4?BDhRh7)EydvuB?K_AM$q7lh^9;;>v$7{0SMTwNN9iKQ$e<4Mwfl$E6psRb<n
z(J8e?N+V1J3ZVFFp*$$~KUNlhxMs)U2^TCB>|c%y2A0LX@bRAE4>Q9K1JA50ZYu*D
zMOx)g_iADeG^94H%0pcVRb{DsYI`c9qtXl?UCJgG1L6@;j0fipwsv4FyRiHqmK{NG
zmBUqzOln-FI2VXn#O9uUuV&B-^m>6TSFBU4KpB;zG0m3|K_pP9;l*lrF_DQVACVL;
z7#jO#5kX?a86|5#hWb?Ts47v?V@)tvlq@6-kf<P0P%FpU|DtGOKxkr1&Sr%;7%-Vk
zw!SgX{U}=iq<S2lV@7JhnvPGNhhsR}`~duR!-RaY0UVH$%m3TSc5<@z^-~;gB_*D}
zy#Zz~<3uKGYn+|2(E=d#)|8xO0Mc$#n%82~W*^#xV_SSZ9eJK}-F4ToxVXr{g9lIe
z5^JZW&la1rg?zhBXZAH_Teaqi<hwF2W*Lc-u>oBzMYE4-pYyE6Z(9%IoI63FzFCnz
z3x3*QWC{Xi!OSef(Pkj#WubJPSNnC^fMK3pZWr)rvo>9No;F)G`<%y0Afc)p)0vA%
z>V=4cm6Ye8R=@_DdNWm&7#7DFJ04afR=6q>sz^EUl%-9+DTBzw3Z^hfX&8@$FiIbN
zE?SI0-@;Pga#wCybdf4V#^XRSjEqOAbt|qzwQevYOEz)%kXnAKV6fg0#)jcY*tjfX
z_}U)j1vzz@5!GTGWQS{3eyL#3Ka9CxPsQ&2k(HgoU>Sl{E~`DiI8w4n<en;0lu*=A
z)k27g^$|%fO+kf1VO$#u3x$UXhWb9i|B=$aCa_ydF3tkGou!9iJC5Iu7GGJO8kECD
z&CzjWR2cAzVu+do_<R8G4O$tB$}p*+Y!cijl31lm4H`@WA>JU?qAybPrVK_Iq8TO{
zzFvf=hKGWo9}PVVxrsQ^d!VO*f$`+dlUpS-DKyXsl%j07n$p%}2E?X&q9CzkUNs5F
z@kB?Htpa8_VnkDml>^NJ!6-CV&tclG6;eBvts_z?xJa;ywGk%~b()Ze90wt1Yc!wR
z|9X9WeXzW|ycM~Aj#gw}^r9C%{cry^<=8DQF0Q=c4R847SH0?0Pvh|;M%P<zxn=ha
zH{5XL(W9yU-?L{={N-Q%<(Kp51>I+AG!_rd+v+5sLX#chArbk2h@2^a_+H=}fPW;l
zWqs$?+u^K@rvqOJJZolK5BMIE)7jgB4{c4;SpXoLF$`TR=w0ApT3pYzE6omL43}JT
z3HRQ6FSp-*`!NgJ&Xwj(Sde)I@4PU<S;wncC#p8<($)U6Sr*D>?Lo7EVAgF*RasbA
znCm>%Riw9z{%J8jWnSj7EM0(cdTr)0HtpxNfl3>kgb=XS&INDnYuV*=HLn%xROb1d
zGaz|5rvI3(MvF=kct<d5FkZkWx2bd*f~zb`M>Ft{`<hTi#v^6C5eZ8HJBWA-<6wwm
z$I&%qd{l^~1I?PSIm>G9_?0Z@a;IE{GA@+SNSKTb^~ey1mN0f?g@rOBMw*~IOBpSb
z=L*B?gvr<BOrF=HE*xG3MCngzw*A<M{qJ7ql8Xv1xEQwY5qhhF>kG98C_N?`)+dpX
z@e~p%1S%1NOx?j0L+Tmv3d1OjgJrVpC@;wf)?q4GdGmw|WXyqmfgQ`1!GbUz2zLy?
zJLN0Jfwhgm;h|7WnneczuZB=3dtZ%7{9lPui%{UH#No4?7;>bxxM+!_mL=+lzY~0=
z;4P-gFq&M<G%BWc41C5ytQk0PxuQ`R)XGvR^u^#p($yFTA}P~j!$-zGvfvdH71P-E
zia;=FKI}}}o(Pz!tCc`*Q}TMW5$^=AAVJX>(U?LJlj9ml)20_y$PENZ-n$~;j3RQ@
z-!Io@S@y%Ky49L+E<STac>eRB@1_7`+qP{xzU<4s?5BbFm}^lzjdQ%_nrq~ZZ+v4u
z{hqPbUIYC0W9b|>I~EbKs`?MA`eDv2Lv>>VLf+djBCp$eSDck`4arV<)`cwtUPL06
ze}8L=&JqA=gN}CQL_2hEUhv$!Vs^H0?e%&mh{N0Zk}e=JyU*!kXC0QNk886a?Eu2f
z#Lexr^R}JsX8MUXP@4q?v*5!RbIduai&dGm8*ZQXG&kh3%PwO$9P+>e4;*`)**32B
zyiKoPd!A+k8BgUyzO6a2*5bW?gqgrRH?MhsYO~by$C?N|^nEJ!BB&bFr+<suCKDtr
znVDb^qZrGvqC8h&xp26nP-tK+K(BzZ-^`ytg&|hT`noVaY>DLnaRXegWWB&gGt2+T
za(+l4Sj$EwjK_wu5X!<3$^?K^g-jG}gwACNe$_JkTgPZ(nD`#mFegTf5v8BkEWdZc
z-VY2pu(ROeeaimb8U1YrSxowZ(tA8gP*^82l)zY&LWJ519<U-!ah%e-$0}^7VXT&s
z&nSkDuxRK%C$Rh76$d8DeswHNa+cNdhnjJVCU>waM`P~a2&|250tZe}gepcNCe62r
z#0*AK@DJ68_`B-wC@;E%Z~58(%qw<2fx!<RW??wwmEkB}3i7PR-w~-0DiWBIV9*%T
zh4Pku$XJRQD+F>8qBZ2!vM8QG6kOlpg5p91XNX1_X=J3H%s6aRj3}ZJL5MUu602aE
z_vlnJL}EjnCjE*HLNF1fNj#4R4Gq9GF}av&V%su>+zPc3qJT&etDCd0LKmPfB3p8k
zb2RcipZ%UP&C2X!?(^|<#<Vt=85S6Pk)31C+0o~`5BO2wKayOsKC<<$IOF5@fo})?
z7dXLb-vWO`awgjvX9Ivti_@+)qm!*}&ugWbEy$0(kaO(XwTnE@sjBLPmGNm2+inrs
zET5#U<7l@*%`!7>Akd}f=sM4N$?a`G)b;naE7iR4#4ZrjZb{0rjBo$;Z|6I{<2!iQ
zyWYi{-~8sz<nwu}Hf<2nZf)A^nzzqo7L?AL^DbbvS&m8jUU)2y=oHapvl~>2#w16h
z(Dde~x)KvptCrE!v@4htYS-ANE{f2PiY**sGia=PldeG+4+G<&Ls-GpeKM!GzUTJ7
z@X^fSEU3*Wv|?Ndp%Tg}iOj7+W+L9E&remMDlGbgFq{}hWkylw#F!%yG8-7U!0z|e
zTy(VN;wLHl7BjZ>bBqNaBejo|lR&Yd)Els|0pk%ArJ<~n2wa=CA&Kc4`<NJ=Q8bLB
zrQ9%7Yl82=@>h6v@2|PwZehD|<XAE+RkTR7Xn+@liht6`$O;ySMrj(EPz7U?_3Th9
z{%rlvdGF-C01UP*am_$@`k$28=(#5g7*~_W8jB~yND&NWOm0`x<Z(12wIP3jW#PGo
zrC$m30#q)Nn?T<LdPd103E3?~o7}9*po}H35F<__E-E3WERfi^S7i<$X@rbX#5Om}
zwAKpg@#s_wk`mrsb1zvMrsjCm40$j_1Y&Fq5VpFa9xr3|^Rn$WIPY;=<8eLyE6JMo
z-vj@4YdX&S`Xcc2z%xj0W>XL{2HwJ!6WQ5kKu#t+Z?8^wIVsI+V`?)DU5rUr{>NrT
zZJTvyw|`By&pJ`fb7Y$4h|JT!w3FNC72;j(Rr3Vi^Fjf;axt89?A^PUd+)uMg9i_u
z0H{tika1p1)jYt^wU4gjKZX9-6XvMRc(vJ}u50<27`<@Ja4}h+rc8$r9TEhMjUYIh
z)Gwsch^NzPwvCF5g7X$vDC&9$8AJnq%BmRZy@BfgaLAKZaR0JM_JHEv=kZ>lZ^>Pb
zbt9q+c#VXVv6u27B(?K+n>=fMEtCS`T4601M!{03B?3JgSj<bd-&k<LM<*QE<+*TK
z*wxSQlCx9?>N-+Yk?}Y(-hgUD7)_w4Q%GL$G%Y}imn5K$nv%*3fsutGCmjQknAK!|
zRIrDFJv#!614o`i$b>tcP^fTuEo{_*qcKt&!P-<?$C#!{U1Ap|G2`H_4L-i{Q5dIh
zi@h7$$bM}|eeXl8SkI4Y$ss8@;3}flR257r&#3m4A<_?d%HxQFc#He$jQ%S#7JntO
z=p)5I$xWp1VgewdWRie^_vve@^uqc`S*?UR3N8w$0Zo9@3iPbvYy=lES;V-An3Mw&
zLQG6YV}=!CvUiTrV9-Wfp7KAYj2e=_rk&Dm%}WYfAms5dM1;|3L|xa6M#tS;z4zRA
z-+kPD_ucH>yY~ckWNSRGM?rGfdMhby{ry{0a>mC8fIlRKO-{$#No{aj<7@(uE;gWT
z-#V{dW}dZfn+@m+3v92@w;wZ)dFgV6>PmE<f{)qf&$e;RbHHjB@$(#;+Qoa@0c#fc
z^m@Iy?P;57OjMQi^>u#tcYl{G%lOP^K665j$n@Md0|ZkbHhb=~Ag#TxHcPY__~;6<
zY+tY0$7}{{Hv@s^ePqpwd1JjBjS!6?gsE5_G=fJl(>5*DRG>G^ylDzjUs~!aCuok;
z2C0+aSfk*dt?<1Tb5RfTvOc2{K74)P_kL5MZ+OUBuCxo-ti<FsA*tb$*^^1sOHCwr
zLsh}}5<~s9hIMZlhYYU<V*`WLlGTG__WZ<<3qD_P!Nq~yI~+?3jtA7RG*Ns7MWKvF
zFd0EL63UTKR!Z$9h4@WF4yCb>m6Rr4qD-;`L`q0(K;~Hp1$!53whx4!GdN>eGlsjw
zFjnFDUJ0YfdSS>&tNt+x(F?&FM1{&K_b(S*dTGWFUHl4u?(hDL3l}bBXZ(8n=N*p7
zLox7~enBsvU|mI2Pf@~X0vnW!>xxCqP!+t!<QZ@$xL;EGYk~g0fa@u__4HiC*(QKe
z(|Vcs1h&SNuwErct~{occH6iWh$y)g76tlQq{;&}kAy4<JA#4_27*BYgaAHBW3{U|
zuUJjOk>=faTt`B3;+npF&S3YI0RNiQ7yXC8h0T}nmKEqZ9KZhSzs~#L|9<Yc<Bnt7
z*4EZ|?Q36)s`AcvzLP7ixMFLf9z&q<EPrpkANUvG+kg*}?1Hz(nH|>y{~K@sxEJ`H
zt$9An0HkdL+b%{ov&WtO-b}|aTM*B-L$&ua)iTV2kT&bml~CS(^SAfc7GiH!{B8zt
z=B?~^u_9fC{VZtcVvaUz%`(RDxzBwLW6TNjbF!AXHprU?B4!z{+54c2A!&oGdCpgD
z7H6KT*1YVH&F236e8I%yzBAeYkf;Pv1PDmuli1{eh@u7{Vr(QDMN9;%l*Ul25F$xk
zj6u~vG{kKY+Y|D!a7S*qVbSp4f5C7BFuw!u3(E8AoIH29B_+6sabQhK@5Uq*WMLwe
zH4Gn)6n84?*DB+fs^`9~Sh;z^u3wt4|IUgF_eJ(BTedAatP}QoO+kZWWipcVQ$RUR
zdK2%P`~O%do;JFM^!g!6ItCRAfm#$Lkh#E0Hett-r|&Yd#;xji)bfu_$~)u0+7Y21
zIWiG~7rYmwwn%NUH5^&0ar-Acb$?{n-fOsG+eJL{_Eqk=X*bu&0y{Fx{}_xpvN+=6
zeu2c0+OI^}P-QKY47FfYbA*O5ashc)P0t4gD}i3_F*!JiIFr~0Loy(sX_<>Lxo-_c
zsZ1aki)v)r3T{xGQ3e=#CXp3Z0iP_LqmuL<DNQkfEg+gmaF9z9+ea0w8iZrJPHlc9
zqk(B#;2CN`|M>=VJe`z_@YTRK0<VHCisf950|yT9-uJ%u1oM=-t~q${AWwM06WF_V
z@0a`>wZBWx^!LTt-v6T<>&=3|>qw!EpWAwuobj>Ie9pa_lyLvSttmOn0A$_@_w1Xl
ztG%hc!aiHPwhKvB<<2|r<mQ`iK0*J{1`eCG0?jL8yFvnIEqB}b74vj0T|nw&!GrDn
zO##;IoU|=?+bQSMF$E~|_CK{Lo&^A1fq=8mYae%2RmVai+ZvCPxqfv4i>`c_F3`AH
zj!W0;wE^B^0)S}Ko8SBnUWndM`;^%beA9BJ;G|h9H%XLiU24AxqC^)Nkx|x$S}hW6
z3OV!^SrT{-WJ`uT2zP8KZ+Rc+2DqLf6T`+Tm~Y6*9?Z$!D}+3f=QXz1SOe#g8W<U<
zjIgmL6o+7Fp=?@!mhLFo@gFAa{Y1gOot{10g&nJw#YG1eGz5we82j{7s!}RcHd5y)
zm3`{Wq$asKNmE5fQcGAVLTRBSfvpH+8rV)?QNTrm4VI&|<<E`dUNuC4Zyb9Lk3nif
zhz4I9>dGQPFg?S=&oRU!!jm6b;K04Y{(<tJdW(GUu;)|OavOmsn!s=NCoC<G=`B=f
zrT8LJ3JgPJt*RM?nn;Z?f)!W~M_DgCH4)QOma}B58vz@W$liqGMSc_r25PGmE>PP*
zBoL9*qNmB4*rN1NdZKuD{9YoaR<#&YD<2{0KD5yjDG)>nCNWKh>HDwIf~cfzjqb*&
zNxGKP8`l87KtaEddZ2#-_ytny$D4qk0<NGjm);s@e|*cgd<$=X``h`8zxazs{O!$e
zelx49t6$O@km<P(heugjT0Lv5#=(OR;(g#*&)UavX~20KA0!dV&j)^Q>s@kI#(RM8
zC5ivH#<>C@vjuaPPNS>H?OL_&+CG^~xap>wnEHHot!`Uuj}^kRj#j6_LbQ*yi~ZQ_
z`E9V!1p+p+mTk{d+m&ki8f{jj>jQ6=t(eZmJdyimDdcT!g@~}cyv!9>T*0lk-g*r1
z%o8?t9p`L2)ydkvHUm>#fUm1XYnHV--y_uaSl&Wx#OP5JF-hML8f)HUuiCWWklc=3
z6BZY&qM0(xQbKv9g0+nwYZUAl_^7fFVe)C=wcq8jcLk)57z?52ka5I%a6>~D8x|!P
zvH%jbNlJ%NWhoXM!&meuzNW`0WT*&z@vMHVV$a<*`xZQVw<|lhSymS_GHV*)xiT&T
zMWqy8DZNq#@G-GG(I%!x8aJmnBY>`b3I?pbqmDUsaKzw1Eqw{>a*-7)SO=29$9ux9
zd77J-#K;w);(x}7dP^Ol@`f0NEC`dmhVc()?EXDr*WYC9xVeY<Tx3O$GCbnAMGUvP
z3BSBpFj`$_=gOFTp+>wCE2Rp`##lJwl;Qe>5c@dE_=LZk?|Jz3_@_Ue!H$=(`?JeD
zVbJ4_Y(mg=F2$2eveQMHMHv)D@gfumKBO4ND9MaCIanp2m1D>n-9{9SiOmD44J*+e
z$u&zGMlB*}9*H)fjiCVA02EDW_ZkG-WQN!?gASHSVQfb@9(;C$6vmcsF(Bu5y!EYb
z<vs6t&k2imFL}vJc;54#cV2<VsdNaO^#vgjpypZ68uIE_-_H;Hz?G;TZ%I5=W~2N6
zkMHL<eq+dOw;knYe|8@s2#br64}bVRuDnus;S2X+t(m)scE;xWIPCc(@K3-iNeS(L
z^OyyQ=Nqbh;UfaS0f}LLtgpDV=Q;Al5fC&zPS*~&>*~orSy<s_spQilcQTnAvu>TP
z=ub!6^0(`?x@>l5S&eou-|R8XV{p2H`KHIy{#$!~x?HF>a|>$&lP(a{<wSO}+>Uup
zUR~C_{eGWIF1dtTZn@<V`kr}gRF@mpbZ%yywdS#7T`b7#ebojb?R)645=1EDCi=jD
zn251S3leNVMTiF6>_<Vc#6~FWR4`tW{z8=X+%YzeU@gX)Bp|jR707+c?oYxEuN7{-
zOIYkj{7OwUfw2lND?NihF3D_#Tdl}k5;bQgwS4)~vR*ijtmRDJGGP4g25>k>D#hiV
zrH_<c^j`}utxFDEr0m;k*|x)xJA+n2IgX5nf%T)xXk;0U43jd6&YOjIv~hQmCjHJf
z>_;7h@x(E%T(bL(eLQ^v4iHvs;Gzt+jeBI8VME3z$tb-ABfPRI86OEeTnb2}wn9xn
zY=m6M?vCt#v1g}qEG}8b8^U<aQk5%AD&^wAkYc&U>>aUZTS0Hp6ReVD3jIi}%KAXL
z&qhA4BQ72Hse65XHTwq+KJZzdQeMjNSz~$^!~KWgP*rhYQqwCU0|8?b;6zfkh>?h@
zFsflvdqQwc8&xFQCMU)yy(si0u~Jw`?R*XUQEPI=G7^%TTAVudDn=WCVL(mF{}53^
zkYnIQ8^^Vji*nkx`K`c@kTf9MfD3?s13aNAejYF3cV84M{QLIp<8`ll9Y6l#KMp{z
z*W)#>c@5jQZ$G0f!lPwUVuW|R;|@Z|`OfdW=scEQ8P{Jg?A-b2j$wMvM~>8N+vesj
zay{?>eE;`f%GFoPu~M(D1AqSKFc?H)RO~rO#F68_SDLk~uLQp1Gyq5+7|cv$(frJg
zB~HWrNm{EFX8?@kz{1R~E0RmqbS#i8sz;ng7K_gOJ_8?igJ!O$yBxQUZMoTgTJt=u
z^vs!=X8{&TIVdy>QDaiPSNk3ce1U24Q*h@_^$ok(_Vx!^d!>6`yHHobIZr1s&!V;6
z613T>e3uJW+b*|@8JQKVZw3I``5$et)eakMr<%{R1a1rFH)E^jfgxiI-un|=RW@7A
z>ar1TzeX3c@n}}bW`Wmcx}L`bRam;Db+AcEE+$}1vWN|aV}1MpF&IKjqVza*#flbd
zz*d0?Ju080wZ(?iYGZ72cyjkg%&$g1{$c1X3MLn@Q)jElid3+zA}8RoKs^mU)WlGX
zYs;{(Y+RZ%dQwI`aSS5ly+D3X$&S~I+5g!I`wv9+Y%}a!$;kRb9U|(LNf8*1A{&#)
zcw(3oLRAYfChJ>mz5zwRH2RMK_>kC&qO_Dgqw*Ow8Br`^!MVV;{)E+)f^3kH^)1p<
z{>~}hKp&;90vnU$7UoUTNW^At1ZBy<AT#u>r_KULZJ-XYR>RUl#iiSZ6ssOxsL`es
z%|`(f6I<b7jKOBYp<c})KO&>YhEJ|lZkLi*hJRQ0xzicm9hy(dUIJOhf;1`U+Gt)v
zgfb|FL@G2{G?T8qHrX65T5@${R;gpeU<gefNHh^6k{Az-$E<c^OmnU?j#|?eE$<D!
zN-coX*1$%3bh=}M)Nb{kNkYt50(S#H*L-nq0g!XL!VlM9e?9Mb$2<7QM?S(UUhxW^
z``qVte)fN%;A2{IJevKf!Y4oJ*uFh`1Y>XxXNb>#UU~70FXXPf;K&hW`*u0$u}uGd
z@4aJQ^{UVCmbYBOrI)TA+dlnWmT=EK%9Ecg$DRjDmSz0HFI;#&;MPvy0)gKGo(KHp
ziDmOCm&_J;87XA%fu@M8NLd)4XdbhT)Oz{-oSq1K8Ms;#Yje8e8-SOP7+EE?qWu-A
zE$vF+Tbl{EpOoG4&}qEZB~20j@zXr!{|k6-GtV^O=r>3L_pbt8+!XMC3H&o(;1ZIg
z>veI2+vW5{^V>)*xc%nX>gIUg!EqxJOA2oM6X3(Afpos!%mRdI;n^<a=M~*uMdv(m
zb362|D~PVmnzWxYyR8idx>CV6YrQ&IA>9Q|+5+=70BY~At*z(+7;O+T%i?qatj)p$
zyF}=-+sd-!(4j*ount|!%e>aIlL4N2KPS7VW*^hzh_faD03ZNKL_t)=U_B-PNb{~s
zdSxN=1``BP(+JMfQgk#)=i#$Rbdlf!!Nyc@2Jn?-T;+t?5ra)a0&NgX7FoQ@bMODB
z+@3);0M}PcuHazRMRsH!?Ri`;;_{dh+FigKW#WZlVHk~ahSz3{Uzkx03~onY`QeHk
zKQm$9?PK;|;@Q0qw(oW<tvcu_W0EdnSOqq!z^GOxK`Awz6E>nY5*xQGdu+8O70Mx|
zK*Gu@rBkX5d={bSF}WwpD|Yotwl8?{l|Z(v*d--fh|mvQ-4E>Q6&&rCNEVV7rBPjL
zOg}aXeM!G39@gr}Mu?1E&9>Zg0iHb}ux+9&4266mI89-I(J7@BCL#<G?&(MVW%n8n
z?HF<0&Lw(I7~i=Qb7U7Aw-0!5+!Xo<k}0MaF?rJRh>M5?wMuPZEHF}~ib|XUPi;U*
zZLp;!D;#$0VC2yC436a3!#&J;j*J|PEmAn7vPhjA(E^EWQj<Vtv<a+viFljtGtFYM
zCT@Ptz_<(eC6e&`+kiixDNMG;Ic7mbgg3wW&0KNC6@1rseHV+1i)TdpAtKy*>k)qO
z7w>8c_EX=VF~Zk<-2q<u(!Erbo^kMTVx7>XNld@*yH8kNhG#z;KKx-hh5aUQ@xTM{
z+0PnY@Phr^bB|*(IT3t>0C(I0d-e!ROVjP={k!Oiq%4s4lS1?UYPOVH+<D6Tu_Ue6
zMpLN2yD5Bsv-$h8f!71y**x}i#y;Q&&d|ceH4V%0$G~4Spy@|})n?nBB$58r!2fxg
z49IhVe{}|q`Pv4+{Q)UN@=D;fO*!#H4e0n-GvB?_c%1_ZF9*&9HM-E8|Njg8Y4iK5
zf$y1l%=OJZxbHMU_0PL52dB+eu4jeNU6~d0TC=(y*Hw^j7Sh*FLZ2;u+wE8LXw`X%
z?(+)lSv%r+R>QM}^E`ksFDs?ZXw1v*=$hAg$K2jFJ%_<yz~z@;&doR9d_wZ<ygZiq
zD`qD?ud9WxiyfP{&y(fIJQjutsplx5ST#5waZb_3g$k3Fpv5GXB;)}N2AWlCydeak
z#8UJPK_e0q>p%<$5o0_9KjCw=#cvPfy#y|-sZl)pL&Zf^31x-VfHM&!Ci~Vx86JW4
z%rJb0Wl|Z6pI7YXDtcMT_B$r*_|S+0mlf>21h(&TEG!$G6NVwOK~0FlD8MMdFe<fz
zw;<-Y{veXX)usv4iz@h-1o#1^GEl|iDcu;wm`Kmo?3BPx40)69;SA)q3DFD6L~4$@
zn&1RqCyUw;OmdE*0VI<2H>E;NBns3fvIy)Bkd-jBDHBC(#OB~sQ7cqVkX~9PJ+xY}
zQ7RjG;I0@^u^cKs#^933?|oXy3T02`7&Y?m-mKPTCUYYIb*>CUpj3|!ju<UbBOwYg
z2*w-o;4m7|Xz`7H!)SBA2+2xWjvu$NQ&8J{U74ggQArM2+T`>`P5Y9D#W@2w`;E<M
zy{7q6{D$UB{d%@EAm^L~QB}V3E5DLI{nJ0?iBEju87lBoq5a8EmK;2In9qLp0GC~M
zYD~uTBitBRT7vuU7Y-aavn+^+@Y&BE<>0}Rm%VKFBkI>FLopbn;{bTdQ{dB|h9^Dg
zk;gJUW)b+*r;@e!)1Efq`OhElzyomWt;)663jKb1?8XL+$M9%ej?Xq@|Mxs^{qL`S
z`O}~I?AQFY6$*_wjcSGu$-TGz6+b?DSPnmm-Fe_3@S*1aZz6>pLSkCp0leZ2ur@~o
z-Xmw`b3=hoahy%L6Zo~J2>ub^Z=3BO11>&|Re69<2t0TOj=5}(d734X0l(U?3P0N%
z>z8v}Z})|c2L(Q;XD%>tOcLQwMcWqw&uRYs^}yw%_P^5tmICi^CleBPWlGFjdEab%
zyWOU%0G$^oI33fhkapod&AFJjg49*8cNM?$3h%C#r&(*^dDgpaAT-ZLxP6}Uj=w9g
zabB_B1wy>{?AWn`y?gg^`0(Mmz_Wdv^K>1v%-KA!wAlyqskn_jR@$&^Y}}1Vjzv;u
zWCqj)q6<W;Sd(-DCX3WlwxF?J#YKWm9IWpt>U`6;Rf7aXB90mx3qEIilzAX)62J*i
zd-$rL?9s^KsHhjBclgRtl!nQ(Gd8|EXJe&L{p3E1#f+i%V9D}-s@Q$gg#G&}F50Q=
z+L5!k<gi8v6DUWK;V@FK3!^o|WJ8#g2I^#uYh=a&tkFUkNdP0N;;j;zlH5n7Y+8+C
zOzlNtBYhj#o&~l$L*E*5C)}08hqH8o3n5bUO4bH7g&NAjQeglkW2(JKRfLFOT(Tgp
zMF}>Lqb#BnHYVmk6&o};SH;vO7c-^qLAfN@vGDLD<L<KJ-p?PV_JQjD+qm~veu5W1
z=?&cK0!t=iqz+@0Wh2xIwMqI9wauz2kt!F4Mk%eQ_MW=7P^Yj;#h@yf+F+t3)Fj8W
zV2~h953Hnnp=qUaF0mdqi<mqyIAW6MKWR)FzbkD->_IT`jI>}qjnr%XdXD#o|5USz
zx#fa&3T(w@-<@CZXOFd9b=6g8WWUqm{O-HqDNotM4L9uM?z`dUo0X?MO->m|7?XbL
z`s~c-O*gIarZ-i*>}4w)mn$3}_umgID+z=E?A;3=`cMKOCxVaT^Yzh>g0;$(R|?Y%
z$31(X*AxEnAC<5DT0sQ<<zJ5f`~0+*J#u_=?_I+yp0$u)@=Tt8tOSd~;XC=%ZGUx4
zXYeQ%`T0hY&SM$)X5hD*?eA*}<mwC@_QMS;aVEaRJ<0v+M@a2K|0_wC_W9;Fq}Hi_
zMY0nAf>DmZM>sPYdI!9;`Apr>un0dt1C+j%)Kd349;v~3G{<~D@LqYOPU8!mf<Evc
zNbPPH0AC0EWW$d9Fi98q`ZMra|HZY7=INWYoi{P-=G0~q<~bcr3)A)Wb%w*?DX-dh
z75Z(l_U!Y#_ni#N6s&Y5pKs>Q)Wwv{V_xR97EK@DcJ!JDHo8FD6mYd$xMo?0HYjOd
zpV`-X;DHCY;f5RN_xqbVW^D#Ky1>b1&R$*f*#$7#=k}N@Fvc0j42xpwy%!@`aabF{
zM63~<jaaLM%;Raiuo_F&Xd)BI&?p#9%z$$d>pUh47*o@yrjUS20ON^uB!o!iBfBf;
z1%t1l^1`GP#z!n0FU=XhsmI#FfN{~s#~f=RTd7#SJhJbTo&$@4eXGj8rHqx_;Z*RY
zQjI;Mqmkhn)FWX$hO!hw5R6f5(|#35=tHBB5-Eh}l@LtBfG8RawHm5msG~*IAOcR5
zUL|Y`8Ot`O7c=t0aZ8?a$T|?^iP2*>ETeTxSzD?oc&ixe5drIxJuX(TlB{!86@wzg
zltLdM6X=uPla`2y5Q9<!MW&21gJ!U?AdEJ0j;t#$zv$~3Opfre$=y8h@^!xUo}544
zw$A5!maA;U1i?lFwgCoH4M^jPRvBezU?PDsM)D95Z&44i7D5f;EfUjWMNkN_0ku&;
z1uMzk*rFI!oDm#?lYohW+9bdc(!C=nL6ZX(K6wJ0(`P`kre$DlX4^*d<-eu>ILQk5
z`uc=7z3E<F{pt(ZxpQ#F_IoOeeUAowjK}cML&}q%Y*<`0Ty>Rl`|ZL_H!06}h8)v7
zbmwHj!Gmz^wXm=NhY!Qr8mz9K`se<sj0-L}z}wyicijaC4m|Q4LICHEZ_Bd8SbXeb
zaP`&4A15N*dFO=h{_aok>Q`UFH+|ENN3bHRtMGys2=9F78Xx=E{ru!lUeSPk;j!X!
zygM9{1=(k8-b0$j2901d^b4%-ZS#IV0{kHG56$*71}Pge`u-W(=d|<JHpTkufPdt;
z=HVhzE7t3Qzdv2z&~VRZqM$d;JU>Lzu-r29w?821C~hIO*4=m-^PEp(q|VfuYXhJ@
z3j8<V(+x<y;s0mv-Qz7e%X-i6^S*D@T5DhWzWb8SrE@V?l0a?{AQ1=xqJjgc2r}XY
zK}Q5fox^eTC=Q=-#L)vHDkx{bIqKl(AP4XQ5g|YTi6jsbkdTmj(&_YVU)H7SecxyP
zcx&ywy1LfdyD#Z<d#ulAe|GoUYgN^%TC3{$J-_Go`&HnqQvujxIiXW-)X8YHn_Xuc
zRx3*D7oO3_=I7_>cDu{@6HQ6mqxP<L#9E?hENHao9WoH3&mFG6N#veVtHVeq$BZqY
z$AOQg<Iz-{PwIxPmWVzniF^o7n)a&>rs@D;Fc=&LFh`%?bZ(l&>7)9V;W3?bEbCUn
z!++OP-J7g|PYM81rb1avOfE=baFTQY#zoX97R5;ltJ5-#?hM_DRD}{l-&w3ru36SZ
z9D&RPj0?ET(>5NjNk|Z5#GAlCO4buOQ#D!b+DIvZ#Sl3lhJ#Z=KQqi5p=(l6n-l0{
zo^4+#I70$wOc~~;9CNLVDYb+Fl!HKjNty2k76(cwlzxC<A}T5S0uxaSNGkFb&|rwc
zP#P#q#0P^9hSD3#;3zdCVo_3u-^K(Krqwa+4Xx5)jN>C%2G!>x#K>Zi#<wCMlG4CU
z72xQqku7V6lFMXGs}azYB%U%@BDomUM(n^K)&6He>8rBjl(J(u*fR7s!@BuE_;$%N
z`4P^!<ab$|y@pTjP@dj5+`OmHOdfD1iQ$7$jDibk`&QEUl#hl*g@vf}ypnrGykbj1
z1`rE_2?kpkGpE=W1&Jhlmn?e?f-VP2rVvAG1Y5B>NsKPbc4QhM_{!u!j|)Ed7t&ny
zTS@c3T6IUKfUo~M2${SrEe-gGe-NJi>>kg3ZYMEiCrJl=SZv1#_udP0bHem=<)UVU
z^UsI7?h?NE#e#Fsh0U9@vFq8tA7*EV_k(5@WOz^b$VVRJyT5xUt(IH+wN{}hgzeiC
zQ&R^Yi;HQSr=7O)z5v>7B}T#f1Wsa9x?SNL->|&oB^!9^Q}aXCGrC@5VEy|2eDtI6
zwzri)c0}jxiDv5W^cQXV`@4VUDSz_JcOPqOe)#hLRuz`3J?~hSvjzU6rd*9<y{Ts;
z!TE1D{Otmg#^M)Anik>c1>FEImBgm}_HkfsJ_fw2_V|X1Mfk%CoZUehYr5qqw{wxe
z%N5=WJaX)~kpb|#tcd5Sz($v3Nb>6y;JXC48~FTDZs?<~sqn3{45MyN<D8P3is9jN
zmX?+d6F%2d$tSTKO<(j;(emhM*DyDuY2<6t`bOVF(`eIb8kI@H_xfnrYGAIen_26&
z#^svSh3;ip9+Csn1n$=2N>vA4P1~(AXZ7Pg1i(#NoRcaEJ@+Yjx?%;K30Nbji<H)*
zwmN1JG@43037EuwKq?{&r&x&?Q8EH;0(nZ;prw%+Rkmp4mNJc9`M$EfP=0n0d8tp9
zz8Dy2<e*pfP6-FwmSSL8av43fh$z!}$)@{yocX_ZIXe%WHD_42F=uAlVFdbxXQ>zH
zb(Q%+WT{Z1Pp(mdEDKXjOcnp=sR){`@1;O#U?9o>7^qN?gxgx#^csm+6RQ;T!1R=%
z-4Y(m;YOQ^Y#-qPqwGQPMibjY0vpz)BzYqsYL<id6o>(05TYM;Ss^n96CyGYG9x%E
zXa?l~dPd2uQcfv@mSwO@VatHK?;P;lt=Dk#4Uzn=+qv!PkMfd>UeB4oc00X?3T9>^
zLb6bfl@pc~s(k`4!aQ&wz?M?U`@lf3126+i^g^c4B4VWkO`>wLn6QK<D#cKJUPLh@
zJ&28x*p!%xs|2``xIJVL5KLdHT$*G4m>0ksfVWgP8LhgBzkD2vlH=bTI4KgVl^r`a
z@TY&efrAI(o8MH<J5O-#$p;~$$K-(r(*I9CT@G`8`i}2_x4v~ZcinZ6Klzi3Xt!-6
zgEG2o+?X^In>MZJF^13k`q%gJ`qyvapZ;k#7hk+~=cs$`fnB@Oh?R5j$Rn_0$I9Oa
z1Mr?@&BpLOtXn6nTL<^vJ78`uWA9$WBabNG^<6nHdePZqKOa)DsV{!<E?)fN#C(in
zfS#=7AlC0`?dVp`faBHSp0pf~E?}RO*nYe;Aa+c_{4wB@6-aq4$xi&%V|Wky;fTiC
zj`TPO(x{jMyGi3&pFW0d^fUpF^0-~h(%9JOvPg188!o?3N{j#eF>L2wUDLQzlilm^
zcfF7v_uA2m-@W(Vd)O#ao%tBuX1$YMA3>@+Ce@!)U)LxQ7#$63Du|mj8>5U$Q>T8M
z2)_x0)C>1<1^%Q_uu0%)^!G5&r2bm(Jw;LADh_)buvn{$*l-)8=WTS{ZQS_TC}TA#
z0Q00Ma%NHxhEb}K9E*zvf?_MJf|xX)k5Qt8io&mE`;FoSmc(H-StMmKlKGfYG8A$r
zOgp&7MgA^$_7ss&Ms6r0KNnKiVNVUdZ&;dl?7z~o_lgdSubCpubm;Y3#9*1Wp1DDv
z)84hnIbZ5=`Z<QJTXQ-a3^s?J_jH#6i}Olv9(qfb-av?jK?;itBclg0j5;!@e_sis
zqbOkrK&(=@NNK=}Ct#AT>@vgSX>|&w+a-C+k!4_9G5{MM)aepJS=}*A1wbU-QB0*j
ziCU%2OVXPJ1s~Hmlc>Rpreo=o?m~<tmP(+nkyZh&6x0cRCZUJ}(>Zr^46oe$0PCLq
zO1^r-jktUxU)waxtFPI_()$LOXwj)acdBHNrJ%rMdz(N(5n)k<{V4Mq$zx0mh*z?x
zr1%dZS0Rg3VU<H0;|fqv0h(&$EmnFPRSTiA<qakQu2Kl+3;J4%P6J<8xJhB3!h^^B
zQGXnG2g#OmICZ#_75mGRZV?ea{NcxV>QiSp>#V6KYcF`<0myT>@=EyTH-$UzJXCM+
zWPu|Q!F$i=KR=IivpnM&SwjJye!t-joA}a~)?uwV3~-1*ueZW}s3sQT=9^*X&NK!!
zd|n7pmRtF=KYN@F8+NjmXu1{P0^j?+>9Nh5VeekpvL&rQMp#-}8TmT=aCUj;JNNUv
z=gso8r_J)LXUQS!o}^b@IX@>~!u${NvBjzF7vGn`7Cod+JmUTIz~6CbhDOu!>s2TG
zSgP3Fz#ktc5&Dg+WK)bTn}K&%!0Zar*wCX#+bpS$=oiLp>qwXXMjBzQFAF4H-D|3A
z>zk^5KHB5_AZe8Az;VI4iAg!QhWB>QF>dQO+>xf6*Ms3i<gg;M{-qu!xlSr5hlT9u
zNY1zbKJWcuV^mEbWZan4DDbIw+{cN~$Bm<n8+BTSzt%3lwkf!;sY}&#E}H&7TKLyr
zH(K1+GgyXWYtz%yji8{;+KdB0b+FQ8xjZ_WRcCre0a?>~J(+F-VO^h~LM#oYG{i#C
z(jwj=SPV&+jfr3tsl>zB$_Cad10qWXY#zWxED@`U4XOBSNo2|?rx7rwptO$Yl+7VP
zjCd7%9~Qb92fxd5;1_ZZe#aC&I>=In4~~q;=1z~(Kh<T|-xloJ0bAxQ)9V~rCX^x2
z?FJSWBJ=Y~|A5e6viOj!bfq*nKLp$ffW)fe)|gV>#p<#qAt;p55UTN@C{%n-g)LBA
zfSE#R*_60w)MA1|#NmPSRe4=MvTq?{uLo6=m=mj5mqy%hF|kZ8by_1z4C!tfG-a<4
z1RDgRqEX32v0_l8sD)evTY}kdkVQePP+G@QCfxcryLsi)uOfW+Gq@?9$=|5uWeam$
zd9Y-^J;<W;+2fQ!@XMoLQh_3`mVSVFQRYpcBOYrkxiJ_Uu-0HJF};nN-kT)As-&U{
zl`4EN6|+&Qpi4=QMPxZWJt{;a1gA(4%nm^=Q#c^U3P23-Hj?e)p6WE(ie`T+C$S6G
zJKpgyzw#^FpF{wXn1Jn-G3EK^!~ORQU;A3*qKis8os1`Qf^F~KgS_T7d-&MLA|hKF
z!G)@_ZQC>(H?FW5_2p|{gQq;@(8p$G5-8ZXaYb8k&ppb94Z_o&wuO&>JOP!}m>>~&
z@WFKKhRc>MaQEF%6bXQM54(56)mI<>+5}h(=bWQF<tc_;yGDV>+JM^8-glm8!<3JA
zUg)px&_DYSD(a~2kCCLESZ(=(W7*#->AK|DM}mgS7bY}J{`2uV&SnK59FH{jPfhsS
z-4)0?W~xFGP#hemeO@GKX;%G69_!~r;667lX}dmdHL*BrNUI)oiE08A<1`hc&l_b&
zh6U~<tJ~4Syh+P2&e>_4GuG&O>v<XDI`ws1WA8oAxx-#N&eFF2w@IU4bq1mirs_bl
z&d3bGLDRl9jb}|d_mf<?>Uk)WY@3_*=VVxXmCN9bf>VkR@m{N9G~EmgX)ecV#90eA
zq){4$QlXEbFJL9v#}127N5I<1j0?=RBQ^_Ut%71;!74A6f&ofzVAy|9*!!-Web;8p
zPq*pyIuvDw4Hf~`yDp~{UC#Qm0cQ)GwJB#^$B`R@ltNK>77j+{4@4Fggnm~j28rQ_
zRhnV|tO|xIRIk#o2+8S7B)y*$mY2GnJ_@C`gpd(52OP!-CJGM2R5#KpEOt7_<PNMw
zD{HGAs+`;RJU$TOAT^$hSe#8F{VWr*99*jk1FY`7(L{n%LMHeSp-k!H25?r%Ds>({
zjcK)=()LOgA}uR;3}&FXCE@XX%Jnx4c&j~~*L4DC{MR0T`NzWCU>)a_9@mGi^&D_j
zSYXAv7)`<ykJ2^DLKd0M0(l4!Jh@cOkqC|iikv9XRtTnIlOmE7mg!Wa&sp_&2!=2)
zDPzVY{ZRb25P!oU!7PVD9tXUBImxU37fCjkRQI!@>WCfF7M@53;I*&4h@CqvC)0A~
zneeawy2K4PJivS2vx`eFJ@MdZSgU^RYwP*@zn|sYbIlm$VCBAZ@x@8Zec5FV)yZNK
zpO1oxOD~1beGZ=e?DW{4J;})8oO4$80c1@9fp_1X)-(Fp<(I>4x53k&UR`_2L;rp#
z7;5peKf4|0?5f*5m6pYxZ2X&he*MA^UHxn6o_><=Z<-0<4B#gfe%+iR7T(oPzCcsx
z<NHtc{jCV}^ML0o{FNMA0OJY$d_?$w8<#*n+Fft5er+nan+nMxL($arZpz%Kcl1ZQ
z@uQAcqlI>pYf_!H7*~il72fr3NK>)g<bE}dg=hjQO~-F7nu|%Do7I3_ed+aj%fVK4
za5l<XjAMyLnUB%uPjdXKAH$}xv?js&lg@xtoo57s3zbiyAl0Y>nhH{h$uTJ}EA50g
zi7}8!VH9sHE-D_y+JJKbX9HO)Fw^!-Peo48Bj4*w?lp#|D6IDdizo+|439n4^4JZI
zy^^z7w&{l)qQk{VJ1^MU?sDe)`<(Te$m!o<**5LSYytvBi1ZgC3kQ_>1!1WxgwiAj
zsp{ezNa^lWUHKK!a~eG|Y7k9EurX@o=wv9PVc-ouS^}1;vPM*~8puWHcuN*7HdcaE
zBg_FWkHWT?S~xzDF3T1ixlwYb<PI_exg>BAq)JMUiYGAyDzZFqYa|KTGfhrpF+xXS
zS|W=W0)ehLoGPtCDV^}h`<HmZb^Ew!k0pC|$&GvA)$3aP)nJBgS>T{6a9UED6gZe%
zfs>9!tuhd0F$NY(Pdge637o}{K@@C+%qY%Af{WEWU($l4(JLyuVO<uu2ZT@<%FN&k
zldOHC5WFG8hy<IuUR5&taag`p{p=ZYzdI_>(d~AbnwmQ9AS4x`%8nf^`u*e713Zp}
z|J7GJe(I;zF*|FYw0(H^VP$U4ap8q)1A-ejCa0^>b<~-J;qT$&)sO>4k%InCI}L_j
zGS7NevdDe<(<ieZWeKeohl%&w?ZkW(MFK{bUrr;48osYAb5A(nJ<-cFn00=Cev0jO
z2F!5`qVOjJfJhQtZ#adHbFL|b(4AtRkJDUJ0p6rPXtI-S>g3l8-@#x&uh(m|SFN)z
z^`dlC8xTUED2l`OZycx?$IJ}ZTNiyd*$X$l$8lp=btkTLA<ULXpeEg*>-v*%@3G09
zYTP(j{g^fZoERg$UT?WDXgcq8W~gb5&04$6ri=qYlWdpkBVtXTizj`FmCgf2EW|t{
zSEQKSu1qzKlalcqrW8ytNKB4MY6Nd1v>_v4GbL}8WbKkxtE4p*n3*b=ni3Xm;LT;h
z|ImwEYL&;N<ne*BFIpZUV~?@y7g)@cBJ*VG$y~vP+m_h*^?7#vMVHer5O$oF@jtI~
z{DxCD1*Knl<_DhnexzF{MF2ISlACEt+a`@bB^NG1)ASdr;Di)F2t<ul4oDgk@)9Xj
z2~mkARO&xLw8WZ%PBx%3V{uafaR!rIZMhzJqgNg&0)-~d-l^bBq-B&=B~*7NsZdN5
zl8#$bvb?v1GT8=;3S!dOmJrE|q|6eVs+lQ?bfVCTkwLJ@3ORzYk^UK;{_h@S{%wxw
zvO^*8;ymX+#tv`xZT@;tFhfDh7Zf%?WdWQS#YXT}C{*Z1=$T001#*Pa8!{u<V6Z{S
zQCcph>=>uuBF3dLJ)0>e)5_2)k<=kTXc@{@0wNTK=nbJXcrO?mD;-JI6<s=}Px);m
z5&Dmll9s!yxS~8TEFzAiuoDr!`qhVc?sJuY{^v!`J$LKz?Enhw+b3+=w9;umR+c8l
z^pj;PprPAMrrJ|ecFp^xs%+TM;kB<lottllZQGPi=fqssMhp0Fd_#Edb63|v98x(}
z<4!}X+o65$x^;)Y&mjwP`|XkK+tYV(<$S>ObQ;lGZC{7>zJ~*g#EN|Q!=6qDuDHTA
zvLDCOviN8|H&5j9pZHIUk8S<#`wd*8ht<r|xba=jRPMd`NxhHm2Hq#9P<~K_l)fm*
ze)d#Z9wfPd9XN&d8G*OCree6M3tjJ455M3|qgulP)ELA5{rfp^;J{%TiYBYv(Xp*j
zW@9Lt9u}%i+Z>mY-lU%xzL!y8FkElFSf9k2j2@dNP%_-7rh<Ch7}q$UH*RFC4vOkP
zrD^PJbiaoqa-+{#3ji1e4Wpx*NfEmM03ZNKL_t(qO^n$%QTwFS_>--B74is4(t)ey
z^P?ydV<j?AUn#HP%K&A{WsvH*Dv{EGb%ERo(FWQs(6W)X3A9aMomHlCA!dqL&v`Mj
zzfkr|!DCU`Z89Fc#<Eu|3pl(1<4W?Wg4w&4*!mL-oYCuY`h~)_ojEh>g$ErB%0SVF
z?qcNNVql?{#<{dGDbr#&z7tc(AT}n@K_z;wtb~oEF)U60NuxuR=A#4(n?&NV%E>Si
zF+@69$@FZW)@%#Y3K%PFFv8g=F(^ep((jg(CKB`H4CMs!EYfnM0$o-N0H}oL-cx~(
z1PzTSt^ypADS57lOJiFq(DFiFq_&(5AP!;%{Y`K%dU|$=$M$7xJ_sF?6LV#ASGdJZ
z^Yw$mE*qI@2YRzT3LDc%nkX(yPFo&f;FUpXC}J8@^Ad?Rrr<Ug$%wRUB;=7YuXHWd
zjn74ci<;8rO&a+V5u#N>D^g?;X&JN-d}#?ju_19er5@OKOds>JNbWDM0e+03`#`!G
zzaEIza>M~`b93AI<zIf3jT<)~VL`XH5t`d?hik8euYBe3;`?X{_s@RzF>b%z^Xgac
zAV!OG@b<UgMW>VVE5CAX<Ld^4)bY>r`h76%%Nb`Ro7>ASd*WTOM%RDKElCuAq}zM?
z)8U{08J_vfmGzAq%Tk58Ie5oA9^r~B*75R}&mOW5sw-|;Ljijo#Kf3D&!qkQ)Ti#I
z--j2x;DUcMqg88N{<qFs2Ul)j|G7iQib^c6QQDnNTypO9Iv2~-x=@ArM`Z84H_HQ0
zGLx`Gvi3feiei9=M&84zz}U=_eol#fUTLrKX*bDQwGJvq8HM_|&ZyvdxSkNgA+MR#
z6|Y;*juy9NSsvCUud^xRax*3|2TiO-6ALoVZg^Y*`e-)BFi3D53sTpYjOt#-0jZ|H
zt@*@{q?a!j*R{--ItUn-Ez$%onlvd*Zeo+VNaHM+pWH7@`pQ^Mo%WQ&V3HVF45oTZ
zK@|;&39%tP9!)CL)kZAP3K5OTEh!I?+{08~nH89d4wDOm7+G8j^bf$E$CXDO5+3Y0
z_WW>*eYEKh+6ab@6l`b}%>6~5(~E-Bwg?+LEj}eJ9`^9!sN}s!cS%`X2rTxLB@g|m
zxG1=gLKU^Tu^G`MtPV+EkXR5&!HZU^3>3xKkTOC{#7io^O9R0vm{^7MDY<yow+3vP
zDQR!CIOn+sVW$W$(ujme5d#aROsVTtu8J`UOeDvw1SE6_e^dyXT)2YM<s#l%mWAuq
zDK3v#mm)GmA@f2D$Vj%hPQV(aZw-5L%flwHBbK;9z&zdHf5`Daelh14ugZD<7czcp
zN!fT;WN^Q*u&%)6p4>%RSz?dWB&whvq3{(O6svS71)`9PrA;78`VN+oj(x10$4r@a
zHVN%n9$b+0^7L795Hx^W5&efCL-Vj>S?&dXw01wvNDeax0Q-qgJkIl;cRKC%p|`rG
zqIx(Ub?dE`H@|r&x7`MtHmx<_Ej{PJfi8J&nVQPS-daOQ=YF(Xf3$^rjLO}2TlVb9
zc=%zDF&1OsvdcEJZ{K(k`M!OrfS#FYVnPxC*}WScdMG(Yod|2*M;}#YW>VhAksgOU
zPkN8~ac;^sSz%h{x%OHmg=-)B_w&zB0Op!&sDYDo?|A5;<apI;9bQ5WpZkhe%q@?4
z{r9%~Mek)(UwiCFw||qDQn_|R8ZF&<{tf)a=5y5P(4stQ44%IPe)>sf5;iJa3;f+F
zrUAK7VZFc?PZ7pu4!A(!RykG<`~)qP2IMtvv=|*_B1VhIdciwxl&T51Gy#Ft3eZsi
z<GpVL08Rg{i^(T-*XrP6G)!-`BEKoqVzuPg`r~y5rS3Sj+Ob&;Y}L0r3XJL?%6mVS
zz8;rXGKsNhGB&8Mt7$ZC(!M|G3`ox<1|%kMp(FqjE79|^W0V<&#-##0)1*H@Qf7q=
z40%vYRN4bW)-tp*Lnk-P6qa>9!?rC&R1Pe94jzPu9~U0n;CS%oTI}E2W}j~{P(yA5
zGwnWG|GLNNAMJ7GI?uLEmRr|n{6sq=Bl72kM+(pUAhJ*ddQs_0q-TZPMr^2nRHZGz
z3sIBsS>noQlNGQIqyh(-L^4yk<=E8850z#iF(66*(UJk1+5@(>(nwTL$fFPuUK<2T
zIM5C3?<uh~<gQ8q7bQb*s>`En$sH=WT_t9wiX=2FhZZ_hjfx4lYFsN;Akn%=D=MvO
zbSk$2Yb*tpz0(;FP6f8+13J>jotM-4$;c1>h;q-Y<&R&Laf6RM^Q(dWJ0X6yOY{S#
zS_Pfl6E$U+3{ZM5(2dG8LRmV32MGevkSVl_#N5Qppjjjg$FWFh?qVuK1F6_1t$=R@
zaH9z7NTHZkD-k=#>lXit3WWHok`&-h;6Eh>By#V)(C-VqUY{?1aW5}>*(T0Bv)x!Y
zKKP(;_SuQ8%5x}7S+;9kt%F~dectxACC)j=^Sal~EzkDXpQoAt$mY%P@WU$sbw_nW
z7sCY?Y~ja$Jdj4J(?Px9f~|b<i{pEY!{WRNj1B*N)m3ogjj(Oo3RrqVijr!3`}YfH
zoS`@;M+A6=&pYRw!!tN0t>?Y(J%icVRwD>((vPfM^F7^eVAG}+#>f~jt32yjn~tjK
zc0vllC-`3VN<K9GiM?BQeuI~e!hVbuyYVbGY`s8Sta`mM!2Sny({bsoAMxJ~dDdou
zA5!>xPAv_{Qw4T$3ILF5*{<*clC##*DYDN9ywOZzKbi{gaU$m-SePVw9xZ~$<#06F
z?bh=?n!4ysI)$c={Wz9q6bwwV)@{l$X)2(Hfrw3P$LM>ikAXFfi;eEnIM!uc5kC%y
z)UB0A-OB3go@6uJbj+JTSrh1L8oxVPmtc~WE-s?g?7n6ZbpaWU(L{rI3!xHkn<RiH
zrh>Vw1j7y`50REv@)FuX=>(V!hN*$WELi$`VgF;wqq~KN7jho?;SPI#bc(&EL*X5n
z^UO{!G54tjPW#mbc6R%mw!^b=r|_{&mi<oo$wIkyG16O578fGju2A$1Woht0X#-_d
z0DG5y2Nw_dx4MYr0oM*>?SRQc3S$((slmpi%fK7d+cfvRY(5cb+rX?SGf^<5!Fy##
zRB{hzl*;CTvQPw;)I%1?ZN!;~bBe3<5yquLTTPYw;gcRh1_oOiTxl@gV7<Y3!Fa*?
zq``42ScJ?%o+<54q}>U$r#-FdfJ{ZSt@Nf14{s12nDy+Q?z8`kJ?6hMAe-|1{8D6N
z%W`jLiuKpdu<j3Mn7wR@*=~#Vg<~edl%)OjEoIPBdU>SpB83U`CE}~3KobpFG~{JQ
z-p|MfmaKHx(xe=g>iyU<y_W<GE0MXRQL`u@SxgL19??9axh5&%u`RnQ@bNK{r~dnZ
zyGWh@`vJNB`Z;#(g7eOU(@qQAbkhO$?emQw0#c^K1s5c7@%r@%Agr|je(0f`ZQC-g
zy>_;8H9Gux!w@`3?o9Qr{gHJ2Mc|fOl&3vS(zjHHg;q+}PVP%W)2*!ua5No{XFNl>
z>89q!((zgr7CbM1`JLQx#~x;8<fvJpv(8GX>5!bQwr*V!mNzxXHgBFG&$Gt&)NUu>
z^+3Z=(5F7t=S^?AkEKc|GRdLqRJd0>5zB{p;nL?eJ^zuWcOD}#2C5L;B;TtH43B#G
z4|nM5efQOueZYt06agQsz^dCx0j#IWvRhIR<HE_XGc$8*{^<RIs~7N-7?CExFiAu{
zi2;}tU^pzghk$03d8v2iM@PQuI+J=~-xMe~iEUWTGItz6sgIM59=lP-rD>a^;ekzT
z!nopo-2OK)J)`F$#>ikWAcR1k=Z!2$6NqZkm5j4LZeptHI-+q5)k#Ac_LJSI*kMgl
zb*Hn`wq7=iiY&VkrL^uetM98DghR1Ja#dPHG8<^SNGA`pbHNDsfil0KJicFe^q^z+
z^(`KM;}i#$rYL-d%L=ACeK!5=0^5Ijk<+&JIqfvh+&0JTM&bKVF6~BMx~L2mq1zR@
zOTwU637G}dM4~8OD&TGvb&73!#3lPz4Wz<eB#FR9@T$rBHGothdm0U14H1JB4mB1d
zkl9GvD(iBkV+3bGvSgo&Dn3RA&eID63iZg8uQVLVEy`AQlM=yugA_tp7#LWBry3ap
zYb%gsBF-q8O+kmlQ7lZvS;$n#3!!6_woR^DX@8Qn?VcIS{j-5ht&-_&1^N1t4TWdU
z!!M|?6f>r6hnbxN$~P3qPkA=^f_<eBO7KSTF0mkmfq{$kV<5-lR4^87jAS-qO(1iD
z=t4T)E~c!HitR`)yn-=Fc%+r97bb;48UxNoyiKEN>3eg`-<h*2w&Mf9HKe)XUn7NP
zoeo41SsuTdo}S`^AH0a0Z%zgJP#-cZBKPb`Md$GAZOn>W(zs6g@bUZaR~~-Y@Jqk6
zo?CBCwyy1lY~tH*Ph&mxLjP!3gR)G_&eT*>Ln$#V2M)l74Qpcr>g!j9>1kodj)D(-
z;2~c5%AK@Y$Jf|M6^s!sxS++ASLR2wkB6_P%BTSze>`QJi~}I60R&?b12#W@=y~!U
z4jvSK{^zIIvEx)Tc{*{+D_bAwJ#EfDdIp?xA{5=fb&27e>-5jgxQg%5s0n%-WdHr-
zU;S&@2GUzYF~3jY!>1Aesag(qaB4^?hWq>&$+hr=9p~1%n4xmLhAN?W_|>;Oytqg1
zSR>ebzpJ}9)q%!nLAjREpiwdMXkj`k{H_<VO-bFOo&O=5P}d`jOHZGaMm`SojDnn|
zqPxjvwl1P>(t)fd=xzd3O>9MdpT^nbPSTpx*`QH2WyoMT=Nk1Nb?`Bc8L`$j0=*^>
z(*#V%J@%vn5I0P)UddaqCg~xB%5v2xYGTrdgfx2PE1THDD#3xX0qY`p7HDUYb{1%7
zO3OkP1m6=D=M8%w6?PvqJo4@~dwzI|{f|!5E!t$jbf?dz2fEDthaNj-3bxNGTicFJ
zE+;P>FIWi3JoM)c3rm(k&oL+s{X+4DB&|dqz$(77ht<l)HMf9Ex(>AhPAk2OprHyZ
zEQSK;WWb^pR19hjYJn_bO-w9JUb1OA(3v&Zc9o<qidNt6LG*NUk1r!83pf|6^`&Aw
zM!|cbte6ii1@Vbd60LGGL=hEoA!UC^a?-L2rmDVtRIH{n@=ghDmn?p>s-TZnIFRQ&
z)G68Aj!fBrD<kU{EK`N!XUH*P8Hi=N0RKG(dAFta_Q34Ef_@YRWh6Q7#+3UKpf?o0
z2gOA|EjFZt_Ta&1fLFXRP-%s%3Kqp0O#q1mP>duoe)^IqmXyVUBnLJ*_HO!KU_Hsw
z@e9C<NTFpdU<-#RQqu1%6V5s-<u_b#!J)<Oop&Y+*5PAwb8yc+&0^%CUPMH=?>^=J
z`-SVSOWP>RVHVBd_OC<z$2cH!B+Dm12`_wM^J|Ssqh0sicPId<@6YNWL|I&1;CFr}
za_zN?oPYkN<EjTqZc>)FzV%$P?C6_0DO)BnUH9HQKA7-`ik8+2=x{CpzR!J5dG2$k
zS+{Qbq-{Q}4X{12wcj&~&zRZbf>sL7uJ!Ampk;PDGuxlS`WPxk+bTALWa+V{B@@_G
zC8D2@W#d_D+q0V4eB~I$fF68U{n8#2)>zQbkXnoTPZ8E82WB*7HH8zg%}ZY*8#^1h
zaqGpPeq~4Q`7EEi?f>D~YgtExGhDqpU+=7srgzszjOtzTQCrqgE8I~QV3M|A`22c!
z;kdD@CLppFk#kel$MEsdaK6>V*LBd-<YZNUyzVAeXB+Cwz$AyO`Z^|w)W>OaM*luM
z?#7tqb66iGYsxjLe+HWNf8046r(-$Ugy=F=E{o5J$#qDE{zbza4WG0jkraGK6s$L?
zcsCK7E18KHiR37GRN4jPCJCftuq-VJ<zC^j((?EZ<?MY`i-V7~Sd0!eN=G~!TLZQ|
zSg>uuGq+9I*cLXrj47W{_(*RFv<tqk^arE@-a`>nw>(q9hsv>vRK!~YYL(0?(Lyju
z*AYo6<K7!wDR?8q=n*U$MoQAELvM^?O~jZ;PGCKe4Pux!74xDx^wGjcWe@{PF;WJ|
zG<oxS)n)gvAW$e2F*#R7FJ#_S$2x&P=aSv7vq=LY0xsnPA|?Srjp@8)#?X#|c2x2J
zSp?exZw!SBk4zahPM5S60=np#*-)~vZ^)vf6*?H5p)GC7yn}s7hj2;8y0<~^_CDo-
zg0QZHmJp&+s8EpdUxHK&p$b+anNeaEDQ!&PPZbS`O^TJyXqY;0vPjG#nTyHFIZL8;
zQ)zHQr2&y+XF$G23LX4K;2pqQDnQa93DiwfSAW+oxap>(6&TvIE-WPHqtWNJS_v@J
zg~Tf%bY1SdPnn&a;kxTq9&feMYdW1(ngpg<XRunQUnB{{ckVp8gVygSo7pqYSW96q
zTz&N>ZoF}ZJ$qWmt>9i^j?$=G0w2dVt|XGi+IH_w$NpG$GdW=?d-e$P^XZ)4a*J}+
zRl>~7ky!-)_qhC{-mvN8_rCt(_g?o$C#*HETG^fJP~0vfV~J~HR26=e<fu21xY=-~
za^U_6*)(S;`yW_+yX$xI{Pm~F8?q_w5BEEi^va&Re`yalt)Z9)_+HXD>i;q6xzn4J
zrG4Y~Y27wue)kDETNjYDdw<07OP-&6oSdr3z*Q3j!-HonM`9E4S8kF9VYHBJ8nvo-
z>YH*b>SI*(E_c2AU)Nxa3qc%LxKAo}n+oXBBD=|QxT*7Bx7}?5Cv_2j{dG+YO#T1k
z66Wi6$W3Ei;|loI_POb}j|+{ggPEoT^&ya%WNI*J#O$Q$a20kr^*jbaqCm9EU%cg^
zE3wJO)}*95FEIuE*#tnWGl(d*tX!E&iyI`%qhjD#j4irnX6$*5WA97a9DKCHQqduV
zoJ;~UCa}dtwtrmNDuyk_vR;H~GVH+8E0x|-M0<h`pbTkj%2(r7(Znj9U6#Z2h97mO
z2?Y2!9Dh<g!mz>NO>%ZBt-;1vIXl5H_qGaB$0TxvEWk`OtamvbW05RFOa@}pta1<r
zMM-x_C=1A}puwOLFqM^W8HGWFK}?KBsE%_KFe*3^GO0w{nzA-DDmH+vQVms=5L0i+
z8YRz#RvBo;<cj4K%3SecIOrS?&Is;KA^uCry6@<+qdUM2rU`|mqir(D=?pSlnWH;0
z=Kk+U{NMrHZz@uFx-BJGrHCn<upm-K@By-55H&aqu{5}>#G8P|DpO^cb)v~uSYjG^
zi)9)wv!bYtNnd0VOA@QoaGYwlw~`W!?<eU&UPzjUKG0No47Yjx_3)4X2;cdgsk?pG
zT?v@fovAi%Ok+43Hy-Y&^v-wg2D<#-?>*&^$Im}Mu_;$xdFXZr0}gR`nw?E<RP`~b
z)rxF@Z+s)|`&!wE(dU(A+LwAl_@w*M=FKf0c|_T_PuRTq7_Uv$HWwEY!}Ofz950tG
zCCh}tAOVo%@O3OkpF*!U;4`1;vSrJ9uD;r=>6rcd0uQpWxUX~GyrgEpsj_qhZr3%8
z1|{$jXF=9Ae8BeZe_-{IFMw?qapAU$_4_;PS2kL9wU~cYZrbzB)d5JgJi;2XOP2Nt
z>pD^9d$N&3-=i2<n%^yh6Lg#xNa3-A6Mce@rAia{yc-s|^^uujx4!ON)Kn-B3(Y1b
zWn2fpNmEkKq*yHsu&HQmVjt?7jHdO}|6VVcn~L<N{Eu;?M@=qRbpSQ)J=Ph4Nr~~3
zfa0V8!zPe51Z7Q0=W7KB^^vVf=ksJ7y;?zospB4oMfUJJ0m~M=NV2gNfnY$0sHxng
zL@_~<8xm=ZNMf4x*9gHIdM4xGPfW4!18w$hZ86_#u~>8{Vuk^xZDd0Ww)T}Bw+Wka
z!^X_9&I)ZDF-T%S2q}ld*_0A)B0hM$C@RTz*Vx1|Bum|NAu%THztuDbL`WfvRpuY1
zM7$bG)ifFvDyF9t6oXiUbPU!C&Ve;TI~dxFj%<)&@)nY1sF>yKicng7nbOtsp-p{b
zbSBZdW^Ct+)3Kd&Y}>YN+v?c1ZQEvdY}+;_=iEE9rheCtU90x1y&t4y4*|er)?ym~
z5f%Hjtb17mWQ<@lQ0+=pn1ag82*~;6m=!~<!YU+WE#>>5^9m;v2gq5FIKgw!KKm<;
zynC{UH)f!$kBE*lk!ww?LAXDXy@o!KEv{pQhMoa7Q+<<?cYe@gxuQ=aVYalVT*ZI>
zLL=8A<HM&I&s!Ie!U`VcGbG?vOB;rUvSxxLKi3cxOZ3Gs?-i4+qN>&U8{M}9=F%2d
z`&|0Ir3xPTK)n+IvM-MgY=;KG9;+rl_BSwcK9*GKT-k$>i`iVe_qlStVovy1?T|mn
z@LySOId~v&%JUtf&7gz5n?7t=K2H<-8Y#TQl*m5K1wMxvPTM{f3+ByMu}&5^A`a$T
zqxSDspxg~VGGbP#KX8ojdd$UH+{?Q|dh*h0VgrBGcXjsT*8vO!222XR?|U5aL`t#I
z5}=Fq*1pay7kvDezG7*a!*A2RQPj)8N2YtkNUfIZ4nOpkVWEj$RF9j7u!$MVhqK-)
z6;Q|3$-_U#GslZH#jMkdMBShEI|9Csm43r~)fSn^wE|%RVwOm66`mx865mtUO2eN`
z+IL-Sx9>}ge-Ak|v|9btw;spTUd~aSRq;T0;b?NAwxc6^)!Oe1qjTq5X?_#PfLwVp
z@^Z$oXvQryLsnXlh{B#JEExgdqD%5(o$@Wu$`HlMRE>1bL~hvsGG7hM9lS70XfZ*v
zvjn6$uuVEl{iEQ={W-p*%W_dQa@HA18)VYYc&hzU_gS#cQt!3Mm19LJnD<TlOv(xm
z%;P0eZYLOwijcJ00h+GZV=LK!fx`?3BNko+v-HN6!b(bc<&b*P9{ot?@Oo}Z$9Klu
z;SY|vwQk6nH{~(=@;G?lg8!`)gOE~gDNK<T7MrX)0H&S8L~IE6vV)Zrk%SH%*i2cE
zn<-jn$Z}^aJu%H7EcoafL?(Y2Br$NNZ%<)jK~YW0Jt;U!02=ukMQSC)>aV(<Xc7n(
zG;A0>tO;5psaQJ_LqnjEe3-w}RV}*GCnnMF8+71EDsbaa_K1|F;Mf--Phf#7fodL+
ze4Zq#gGX8?I^NBo0;5zs2Q8>2UZa<8s1+a}wmPqHP!D|m)im1frxo`-h4S`5SF$1O
zWx?Zd@;Ac98amS_yn^^W9oI==X5kN$=QG{i%Tb{2Xd?*&kGPS+DVaq-Y!U(nZA?@O
zG(ZDW!nPDdZZVn;reDn<YJ?_MUnE?;d~Q4Ti+Y|Y8s`J-)cFH~x^akh=Z97^s=_sh
zTuG}H90UoP`(YdlOK&}Y%DjH0*=aZldvj7~f0O4p&5~`BJv7nWv=**vh%HL%{r-7S
z!@ThokG@Rw!-BioAHhMqDPhYF7(3YW^yK{He!|T1^>hmGAqjkVJfHvK`(ViOIQkbc
zJYV0jkHCJMmGti5%|be`p)Jsg6Z>ZzSWT}x;JL>w!e)KL0Zj7yDRuphdN8>?sZkE*
z2J=$sB%Yhg9HpT4l8AZGqjCN5ttzpHz!2;_k8gG(eC_&d>?ub7(CMdD$!67B4OS<#
zIv11O38xI0<EG4o(?~}B*}(%M+l78Tw=^x5Fv>!3j^m#l%Pfotk8%B;{d}4aOR(bx
z^=n17m?p@gVmYCG`KJSG3jz3O?uhBB9c>-Z>`~}vG9WJ!9@vR6rzK6dCC9ZTR_1Hh
zobOB>*N^cvZ%=3AKS^BK$GL)L^3cdCs-J^x>8-5?Q6@LN*?1@`YAyEgQ|ox%L|O@k
zO*bq=P+WsRG1`<;0_jp*@Jx_MAjzL7J+3)KpD>t25)o8DDhQFm4`L`%Ki`ZU=@%#*
za=&CAaX>W6O2t6S{V%PB-3XA@BI9EHhA0YP1-XgB2zeJRRG>gbK)krEwV^FDFo8gd
zjjoBf@dy>>Y_V;pq^A#Zi0+SDSw7%xS!?3iI5;{+oqg(8Xjic_FO~Fned%UvT1!7C
zp;Mr-1R|;oi8%p<ak45z1ra$yFQP=L;!qMpEy;+GjWh%htB-9Ka+S<0b&sdaLPWJ8
zCPQjpG#X)~ARY=(`t5|_%@CD?cU)?m03QZ|Ym(R#I=A~aFlX;cd@fuX8<;8dnEtON
zx%gz8l21{HZrnB6gLf_G9=^hFqZs#hqQfU(9*omr@fbNe3tpX8+Hi2De+g2_?S`R(
zpJ#?OLcp$)xBxad59!F^B7%`L;WM%J2MNzu#Q5N2d;;jX<RWM+Wj@npgx2SrA1;sY
z*6Ymt55^S!4`6U`TTKr>_f;BuT~jmA&Ih)pTU8WgsW{(WW_+Wt;7Q@gAfa%n?Gql@
zw!PSx;bcFnM)9Q9SR;6!;=b#}@CS;A0>rUbBJSd&qaEdrsMVre824ks&Ngxrp=Mp1
zku=((t72k0!uWe1+bY6OZ-icC+xG3d=doA&?s)k_b@+mp(x#2rr=Kn$SLr3Bxm%t1
zRMjGJvsrc9j>BM>-^I8$mO1nd(&|;Yw8P|Z_;edZZiiP7s*8QVFZm$MWsVkScBdmd
z)yWg?)akF?AQ$haqRZo6D+1k_r~kjJmy_*3vC%OKGLF-h6D{TwZ)pc5%vVG$YvS|f
zgnS!MB=4(aGQv9gyxgWj?>jV;*enDtt|c|c<{;EEg$9+tRf{X(60zY>CK`00<M|Xm
zNw3(Y$XIyuyHMLFUrUeNl_9t}(gZ`n$-I(bKLi09cnyXXNj8Nyz)q@I5ULafv0`zE
z5zF+=ALGRG0x%pbc0%`{h@H}3K31pT29$_!+5r`WiDOAg*7l^CrAab+<LPv8ikcL}
z8k72t0#O1agDd<^d1TqJ_=->kv6S?nxlQP0M(p>A2}5Z0iw<h`s^RUUnL|`B15B9e
zKkg@r{}&4YLqFE1Fr(g4+nA&^kEya^S62${s(VT!yyRgb8j=#A3ULW%%fb+8-$6wh
zF9>ob^HyFJA;bd0DxIW<K1uG$6@ZwUhGX=nP%>0KS|2)mIA0P=O)Hv8Wkz9%N;VHI
zI9)NF7FCEy^n^?36pk^-*K~zER15-?6A{{bjBuG_AOuaOND#fmd>BDVI0{kyI(<v^
z?`6`9dYwA@gDH<l%|qlt0vQVOzI_Pc9#tLrN(-Sicp!l$S|W5xz8S1zhT#`4(R*lr
zkOaA5G!ZMFmBt(-FZ>3WwAzos0ZG9AsK&ncZMqpY?@K>?mXB*EGG<jU9F<7E_v>V6
zWsPE0a`@7ZUkH<C^M#;U=4M3(zr?5S-*Za6H<Ye3mGzYlm-Pzp+al}OV$v9P8*gVH
zdUs&&J=BT&+}cD2U1F}=lR_Qe1F@^UQNIsox?b;lhiktGsF`sGt>vQc+=)r(Hns3_
zO{x9PS@H<rcw&zL9?ufN7ze#rY<4W31o}O8yu+a!%=d%8hL6vjHTywf)dl~`iW<PQ
zmBhEr3AL70qtH8CM2o@&%3<Tq_0|mHJJ8=(95CuU<F$Gzn4`rOS3{elG@{Rs*nk7_
zi)~PEDnO$a>2zI0%TL`GX7!Zvj8Xrl8S8L^p%8*~Y|?q;%wu~}%Chsy@LOz*EuNTJ
zzwnNp2InXP&B+XVf(63V1H5OEyM~1&(y>)sh34>!6ll&9YKT@J1Cx?x1QNgUPjG%x
z&UY7jklvZRWMn@<VN?u7IdKkh8d(Fd`f{tYFTtP;&WnD`dzM%!{Ijcm<gYjmF<ba8
z6`CNqfm<N3Io^&rBuS~C7~ry;V6P`SsY24h{u~D@fEHF6C{TQY?*Xd?!Guty_>zF;
zMe5BTg9It5Y&)@Vf#s|YEI$>mw6WKC>$;2zgwNX|nU+i!wd#`dOu&RAviPu~m=Z0X
z=m}Fc)m%xdiWNzmN3;Bkl!(Y*Y=xXSGNDQ}X9-sJHZETRS_O*?jT{~7dNVYIT!n<|
z9DQ@b?+^s+`Au|}6ZK++kUo*;+~gpB@i#(=@}e#b0LjzsCg5(D_o+wZC6mg4c9JPR
zq_50a5zdI?-}|@k9^NsWxCdk)&(n^CACr_wDdMxq&@S}GU6}f|J#sL~8LQriuLNh+
zD?lvZ8@4U^ApDzXhg_{Qv64zj2`g34cWoum_hno6nsMu81hnh(665dbScNq>3GLY5
zfyV$y{Yi9$Nr=^+Up=3f09kg&a!op0L8z%&t)35)-8Cyjw3ymr0#`cVd<C2xNc>>x
z8uqmTmVnA`FZ@Fc-(7;<_fCwOR~P89X7@pymfH)n*6(bU7q+gh`0uW|w#)WsthNVb
z=tX&V<sF_<O$4YL@PKtue7`e9s@BiL-R;Vg*u|%(HveQu|K1}&Jv@ZDhx>N%_qpye
zbI>-k?1J(ETf69@9#;knW5p#VT6Sy$l8jEsKgLQ24`i8r*~F2UrMYHxTJY|g?6Tj8
z`zsL+Q&Vk4cVu-;6|3dFB@$+hnr4;@&Uv=KxwXZ5w`(~Kuj=kM0K6J}zAjo@B`(ax
z{kZ^)5+cgxd3QM&^asX6<*JojG8|3P5|B9(#*XTtO-4ca$O-{sfKPtb>`C@!fw$D3
zB~qJ*`mCKsFvE(C_>>=><8Q+>MIoyhgIp7aR){sW!Dxi7vmKjsdldu`NQi3jSx?E@
zBv2WUI{^?vvV`D$oybk9At$&aLqg5~D>#Qn)y>Bw)0x16R?1sFw4UNJ7zgwLmq5SJ
zyyYNnK)f9eZoDeG`Lr?zIYbt6RMFiFTu8tlTZ6FTVMI7W%s{eA&5GL!^F%9*ipc=)
z5^V7Kv4$~i>qDSoN#%et_0%fca-axRLq8?7Mu`vl1JM(4V^^R#HE(*RYodOU32laU
zMOV1@f_^X&AAF~C;DcDACrAJX7fRIJogf}9-R~xCQHej^jip_N5g$IJ&QcwhWBf#0
z;MQbqaX>K#fxU<qHb^C;(Sa_+E#mEXRQjCytbx>Elwf)R@GQvHO>nAvw`rxl2?q`L
zUVWJXy@ab=U%7pxReNwwB)_iGvB1}=^m<({2a8h&)Os@_K7IKtC{#yU=B{12KBwP>
zfWx4?FRfsI7=Mr+PmOZNp*RS%2g@B()5Y=i#l`v5$|%Llzq(_RpgEqk2TOUIb9lTY
zkB%C`&#}L33<OrY*Y6rqZE9P-uXpyh&+gup?C5ILXZ!Cf>ZcMVxEs$k54UF7g5}6)
zhqFuP9BL}kHkC0t4OE=g^<YxJ{d??Px#l&|C|DC;E@vJ8)mvXDTq|9%Lo|zn>!Fu}
zomBRx%N&b7ZSv%7q;tuw-dB@<HJTJUPCl7EZL|@!P%0TE{PolZ@%*LD44f#DAH2Vj
zc}Dc;KrAIw`|FpF<|hPUw5?jAx<6T*>UL^}mKrL7CALxJZy1^I8!<_j*x%^pAmZJ+
zu{4t@>2VSRpNmcOkH-r#usJ_h9mH=1^u|KHgoZ3@i3lFpoBbsYmCU(%XxAVb=$I>E
zYByVZ!$k)-f<N{tf}+oUmZ&vjVehoE2}UWZz+UNKoG9rI0gqVHc1R6w;F^AL+wT0Y
znU6Pzl!qw@-V|yzvq=K5h7dXm5NBA*Zh-+X#S;xmN!=5Da#~X?=(21S=r*Ow&iRhl
zbIKc;*O6&H$as=s0<=RZNWTS^p^rxAco^Sto9uo&<1sqps<7vgXz3xtL<3Y{JT(My
zF_~AGsZ^%rIKbo#qX+(0PgVg|1QM4<!U!OUAZS^D;X!ALKce#I(Tki2$w<3K73J;5
zq70}Y3KXIu0R>ZOQ0=8)P0118At?eS+@?MPU*_Q(?EYS`1C=nWS$HdL8Yd4W<{E!s
ze>Dg?=s+DqG+;m+*nz%lPV8p~&QXnsGW~ExcC1OBz<JTaTVc6j98(45QtZe$Vegpx
zalt47rQxq}G!~vw3Q<zTreY+y*5)^AYz@HUfzQo-ocd3HA$A#kQ<XhtoLYWte}W^j
zG`nHTGOS%O&{bic-^v!*318~;dynyEyPpx<C$(Y_yvxWShTezP76pd>Ed^Kn2%p*Q
zpH=SaeUbY3ve|0uNc*na449-w2j==g;>#`F32#^Ou6J7=IU#;tr0aE@HHVM$_-@`4
zA46KE26*w&Uvz2H^Br^c_`RgD)mhChbM@ZGU-$Tp?)mt+JJXCg_B}xxp;yrA0$ZcM
z44rJ3wBB4rn>pITp%8FL*mB4r;7wAt?GuMyrVdTgyXSX_PEE9FJ~-obD{Vhd$4=5F
zGBYgxU9;$$2k;Uz@L704dz(XWLLR6@+PYVHdi9XT@;KyXCxf!s51jYjWoB+Llp3)g
z^Kl}utYOt+4DVZeoohz?!SghyDZ|`UMYYFFE&rDks*92T1F7y9>*l?hZ|ZrIDF~NH
z8$ywpt7cxEmxV#Go|CHzQQ=64JS@AsA`z=?=y*R$j-D>EsU10s0$Jds;7;fCWGtzt
zV(h?eGqXNRR0n90W|dM4!q6~7v0D5&70aif5%^uecG5(sovqMSH#{fBHRc^d3194%
zrk@bE3GRrR&J=)!n$8+S$;4zv@r1*xslJsXRw8ez+^+EJePQk?ra-cl9!9Dbv6~kT
zBGgg;pU0o}l|A3>0VNtkn);?TeMYJBjBqNj+y=Q&BbhnXsn^rbSW6^nHHY*)T?~g>
zm?plGsjmhzpI}+o2G^k`B1=KTSm`{50N*Hpi1b^ediXBOD$po}dNBW-H3bL?bwCS&
zs^Y&(lrjofiFRzL8I^uN-MM<Yek>7fk}~C~<bGfqsyIc=x9+h})jnCVh`gkKBukc>
zCvI?3I3Tfhu)*#89=W9-(}7>$pch_57u({Mop?CEwK+tt06)whJ#2<tggU;t<^Z4e
zAFV>}Q*9<0ekG<zSMXQZ;TL0le(60AksYT~RRigv7NwO!W8g%Qsz@{-!eSTPPe<x;
z=yL>p#PQFwPm<hMF8?2s`QeN(lj?#~!kw4zb*_7Mj+(PAzw7D>U9m><CU+94hGuuP
zmVOG%plDjix_VS7F!C;pI|4?eC=Ee%lmsz%Fmn2v1SA3^s2z4_38*+AU?Wg6eW)F@
zpj)EJOwmdcn?^U<=bY!!Zl2Bgv!$rwcxI#J>-%y!H#N0w&gZ4-Gp8#J-$SMa{K4#{
zI8L4~S?>Bj&%M2zr1>BAU1-(4Jc`|o?cY{Q?C39w<B!dYQ00DKThIERo;gX7l%pTR
z_ic^LoZjmN>+aK04?4(mvfH$NC3T<Ve|{TqswGk>A3S_DceV1OMvI~=6IDmPiHg2z
z#aLl3CDsHsBZvvJ4+BxUBB#8AG1e$YA^<`pJGJA<*;+ziD&JKn*5zk_6kwz)FxSRo
z{kcs43itLw?9i1k@&nEIl3JnX4v1AmvP1U=4wx1^Avz8s@{U~dzSi5AG2^|pNfTpO
zziYBsm!`F98Q6`^ZED7sFEWVFCvA4R;SUA#>fCu$f~-}ov?dU>VDro;=h#dqmr-|T
zOFp~a9XKnVXpMhpM%TE0o(mr=&our${g@7a%zpbjZqK2NR_p51vV=0qNW^3j+_Zmp
zqHNgus@WQ2)rr*EUOzw@b1l><DI9<<<_l>KGTU)Ev8oBHo(pcnJOZ^}kj6kLfo-51
z)?MN6qZF?`v0xoOAP*eQg3@`D!N5RaLP;%>8b}qvlwpW6*G#y>BYJO<1yUJRY#l6+
z=nxy>UPBTFFFx<j?gHJ~te$90=YaR`#5P0+gvwbZU68Z}K)>~J6XDQZ04UILZ6g;%
zRtPh1LWc<euNM}9Lf4w04(=&1QTTb8;0(q2pZ^T^v4m)X@ehONw^T`&+5lD3V%Ze6
z#~z0i04$$03QnM(azlYYIG=jkDv1={Up)Ws2@q2-$zVu^NX<u$x!N%G$l(Q;Bt<Yf
zH0=_OL%BK;u{0*;EC^E}uA3N`MII(JfQ6Q1IPF4V@?{pTU#q{1Fu#tokZD0`99_Wy
zV}xqpUcd+B;t!zknMxERicxo_E?-1ze~h3R$#^Llj}<0@u4>lPF1b?wI;xAHA+1kQ
z9v#M)I|4nNrcs`h1!5~$OTi2GSnd@ScRblG6TH!xuN=$6OzV44Ru8fD14*^U{|jN5
zW3V8zWX_l!&Nk?)7&tN&OsvNg_k{@3AM6S*qx!LbOLusT!g>|LYFU8iyR)7Cc>|GJ
zF7)e*10(wWVSuseqvlw}==oW%ev^81ev2}MiN5P3`wlgp3|vF}`ir}_`IG$2Oza5Q
z!fAkCLOEqzQ$AlX`kDTyGm^gdaQWG{%I4%~Ejr~-PodeuS3R@Jhv3wpjap1`c9Ymq
z_*_7P0rLC>u!1I(potkf8J9nfnV~n(NtmLtsZ4%_>ORk3vXHW(E8e-%G-s%JmA@Aj
z`TFvD?1#}p22NNTM=+|@D)pL1ubCbK8Ai{UXtUFqY`>YAo#P;jw@mM?DpA%oe^q3g
z<*5MMsWfnTK&@c`A0aiPt%sB}!@^t1bl9eX&QY2bt4P?vvz#BeSoGjkkAGd>8LUx0
zW(!WPd1Peps9I#8gzgIDM9LZ%R$sd9(WaM^AE$jSgN+;#?W8qUvy&=#5DQV~9wWJ1
zwsq{q3_vhgvJ9dySc06yGGG80U|~oK!7VkwP~?XTK!pUb3MdF^NR$hM!4*aVp(aFR
z>W$N19^*QnC@qKm!OcO=(-tR1UnU9msaeUS02V~j##sC1L{A@B77E1Iuu$9OgbTsY
zD+>;en7E*v`NLq+p$1r$3aZ5Ej^p>NeR)Wi14SU<B8PARC#95|y{UD^b|Zbz5nq8N
ziVG(N!&H&e1kEWKOi?FM@dXS9I_(DakL1Z}T|5$nPbPtpnqgoOFcB0m{_4>xfyj|N
zD40nuyVU7p#ypAQ0u>?Bu<0O@q4FGs!h#rQi`6t#jl%naMS!7{CKzRK$v6ucA_9@g
zD^z_F$yJQ#IA5H-OUizHGaB{yIUM=|L+Ydix<GMcodWqvwDC#8P3U)w*!tEC!Ttg%
z2sraXLIimU{x}PeLgYe*y%DmztpubHWRW5rg&^^E_QM6Lson1YH((6lR!}owAKL9)
zAa5L`o)?i+mTvoeBh;>U+v9|`3#K1JdA1-c!_I^t&t2H$9Phiem}|XP>wE?z#7;lt
zrW<({(B`K7_vckB4%>jA$4tG+<c8aGJA<Q3KRCe88M51L>4eh_sJj=|<AE`WvCgwO
zGSc(nN8%jz=S~tXCw}V?<vx{$Q1YFU_r*y$SA?z?#AOiv%9~oPqpgBgOPlWpVr$aI
zcMC?Nv6sM$=lxe^BmlT9iQ|+Uk%_tJ)aOz3$?wZl_8*Kout7g*SXdu8M&B>Dz9FzG
z_1y#|Jg=#2qiO6`zjM{)-g!B(&0Ta(6McU)9v$ni39=D%4XR#G%6=I(!90aZxxJL@
z%OM0j{ZDYTB3D*Rd!(nUkYXtv)vpp6+Y8kyd%A)@_^!1-pV``b`PO9`ow)x`Y_lFi
z7mDwzzR-#9ltfL}dNQR$YDA&RZu@G3wlwGLtvHEG470;2tnX)ZV(Z!M;W`8?k7jdi
zx|!u(zV*7*X0mm6%c@rEaE<is<Z(R@V+^+TESj5nZ)D^DsNK0WkcB5!>w@QP)q+Ce
z)=TT*|Hw_WZePtf%t_F>+S>mezu&{)(r9*Vjzh%tAH{deU9NR=ax)(rU)#Jih94Yh
z)^4A><P-f?sipk9AEKu*e3lsFOmE`kqV689IMejRK3=ho=uS!to{RTFQHJ!AX6Xth
zl2-O|-(HK&ai7t^_mR@kQ-k>xJ8sUI&)fTI%HnA*H(XyEc<A@2@6}kK(({H~G3Yq3
zOCxYobnw)>7P)TfdgLiF7UYI+nx-8Tt^vutzvnhFn+dN6&g9@v=>kGbyis?=COY8B
zF4MTTh8r=j9RRI;=hR8^aAY*VU~Fw2C6mee3(&HVA@@%<-L|J(tDQH)iI0==sycLf
z3WM2r?X#NHoePWg60Y(zDpU2aH+iRiG0nXCfaRCPe!loO=b=p#cJ#Cjw$V?09%~G0
zHuA7LmN*3zEX{;vQxmGM{ZTOhK37#prl_UqoDE<_g5hLHB-KZYPzMyU>Td)ukO<0#
z*WvsOOr&#F{FcO21I83;MR3Uk#8HY9he?Xl@>nVWMD>m<w3=T^8z`2Zf-;y?O|BA)
z0npGk!m6-g(MW1UdoIAM7BJ`gLyasjpPV58@2!bmsI$bt1`w~TQU2n*8k8wRhI64Q
z4(v+M1_B}}P`DO@DDXfScoZzjcO{r>*^?f&d@~PGHw`6tAs7_?Be+Hy&_sUipdtPO
z8i|9nDN?7A&`OXh28bw^V+CMg-d<w3jfuLE5KHKqsXFS_%6?8?R59KY>co5<d>@-v
z&v>9>uxO+Z!SXBvCaDxGX%GvdV2GranlygkBzhHVB23Maauu2m2H_WZ!BZ2;TO7+W
zHY~|gLp-8A8P2_KhxA5Ssgq82vak2FzeCc&(8T$}MKO;&&FGZa;#s%(+^{~T+T#af
z7~oK#VIWdv@F-!#Y|1qm>73pe;)pkvy$Mg1Z5?+l^;@%KJF@&MEz^{S5_<_uXAxc*
zoQJaI5IQd{Hn!j6<Xrnkljv-~6DH3(DI6h6Lq4TRlLXrx%?fxEYoT*(2B6m4qFo;N
z`;lPibb^bs|CS*gqO7rsx{6YF!;{5rs9`4m0_UqjW2IpVhr&_GY`zBeCHF@Vxy^JC
z-oNZCnV5Uh>*y#yBi;=aVwVr&zN`|Q%c_l`qA8az#5Jor`QYL>eO4=Pm>Ff=vT~jo
zpIp01Uhd?1ZG{jflvJIsPdxg4vbXxVp?y=Yi@M<_g-%}d_^};7Uk6v~lqJf!PCUi@
zvb{Jv?C;C|aXISL<k~Or^?7^C!hQ6Wk!D{dBhxnZ!R(mbIau%A9`7)ZR~kFNOqz_5
zakQ^vglw^PIM(V~A-#C<t@mvHE$Vt{Stnt;c@|Txj13{)J*D2AO)91D-u6$nvC7BC
z7GZH+qwOzNOi)lww8<p)=k=BAoy{hv$`XOSkLO;vC|9K_2Z!6WYcgDw%XUb9VzZ{p
z$O+?+l~rzdLj8RwimccI+@h96sXJaFI9G940yHbl=9|{7(^4`S=@P>auFJ^lKr7QO
z$7^cS*B^a%sl8>^g*=NboQfCDDz(7rWV4=MJ?U<4eldMo`hjBQj+kY^x(BP8-RL?y
z#J)rOkC001Sy9{4<lh#Q!)DlcPGxp^t1@MB*9TWgYw}r%(ymCM`cnLfICGVn%uy>&
z&;$7{j6X0IoB-H&=VNoTzfFk_9Sx(8MhPSwCu>c=890;oc#`_rQWL01Z=&qk5fH0=
zpw$nl=s8ks&cpUVTJPx4>mr~7kkJ@q`DuVnN%}6J;;*2D{8f;Ouzt>aDZy<{Du#j&
zp(|pClxrp_Hj$AwAkX;w+!+gyLc#V_r$`|ffs3${p-gR}UkZY6mnkgGpf#Fj7Pi80
z|6&QRp>)roWRZgT8U531Isrx3VYngxK~867#p~kf&%%x6q$lLy#18|rLibS!;zEib
zVF%`7PqZ38&@n$Gg;<J&!OZYGih>xYlgb8@KxCRn-7b`AGOT&fYln~%Hm*^AfyAQ_
z<>ukN+OuE2A87F6wnl{ALttVog)Hjh@<n2fM%36Z%UPXAf<qOLdESk|6^6j6b+9X;
zqrpJ4gHk>ixN9;<GHTDk(KRO}U@I^UjimyP{6v-CrHor9o(KH-<iUB90U94?Fsr>}
z!d^<EFqDIfU`9SG$;&S)Bxz$voXd!T?t&sA2xtMWXthnQLy<&zRU@X+8)1We2s_Pf
zNolRXSkWL1kE%-iw=-_CpNFCF(a%3Z-V4{Pw$^^Q?4tdq+V%qbpX=LOx1BF%mF>Pa
zgfnO7hi-JbU>JH#k64chscp+z0ms~+uyEH9;Q?sJY=Bm`ZmTnnAC07ucc<Cxx6S)p
zK9>;ZeNop9c<R)_mgSxxmstx%D0+*8<Fm@rmix$F_Q!krZ^!-5w@0N}hkqguxvW!%
z7E_@Zd~SE0Dz#Saj<de5Vj93=Op0RX&7BW(Bkxu<r`&ke?jyfTe0_Ieajv&NuV#9!
zs#P|;r-A8uyKZ|P-<bEO?Q-5$_3m5Dv6q8p6lz8PB2+u=48X=(K`oiJS3GNJ>G@5N
zzmnV&?#)o0Y`3cTUVb4a@jhLgBmI)*l@VSDo?<E4O~Hzu1b+Q}1i1uK3&y*fdpN3~
zph(oB@KKydY(*sO`@K||8hn|wtxDQ_6<`iuZGq5jxwYJ-$oq?2gljOb8C$7Rfl<d?
zjvO@a*B{Z!tjo3YBmggJ?D)^Evyg|y8kWp&12nr-Ift^j*58bxoF4jTK4puR02uHB
z3eK_#^-}Kw*Icu`XinQ_6&4rh)fbifF*TF98PGk&c5U^kqNAha9S1;RfFaS`5KIGP
z@B>v)2bHKS>q$t2xr4O8BGe=$c;-JBImw5`v@;pX<n@rcs(5h&49hAie=v0%PTpu?
z1B{R{$7pTyIBLnX`~G0`OcQmQr(+PxvUM8E-n^8+3V}K#7&d_i#88T+;7xQ8DQv8$
z2IIkqi{Ejf8O}E1A6B6Ufk>W$fvC)$`AQ!`dG^@O;B`ncv5LycL~{}R)M^lzQiilF
zMiNzV*z)DX8;x6u)B#39v(nk08}W#un#dksF-Rh1SxmM*t45Vo#9GXOOmW!90_BNx
z5TZdlf`{Ct;+voa_W3#?Q}uJ1Lnwa;%7;k;YoJjB3c;2~u;|T06e3oro|KsneIxNA
zvDUalKf6I6bks^T;W&7z9kmn>ARQ2EHSzww3y8S8^#$Nlx$^M_p2{c$h=33vB|SmN
z`m~SPO^|N|3GR2XiVk5hEG6WhxlZlsQ{Ke3VH$$d43XyJd~e$Hz5kRVt~Bp`%z^?M
zJD*L%iNk^X>*WPnBx5XVAE+5VzZ9MVmQv}{H3iSDF#F+=tC-nQTqlFq*Of!+t<mvY
zP#v>tHM)r=i|(%%wf>Bb*>5oz>7<TD9-mnWFf<u7<(z}p7#%d4@5xa>l+3ka#&kVj
zLCX{D2LLmd%eP4AnY^KFU2f%M;>Pt3Mp_NMC0V2^8>1*ki*bJFO6ZUqw?g<v8qQyc
zay}a_QPn74>1#AU>W}MTpjm;j8%%9Rjj|1wM+r`;tdIFLs0B;LSv!FXy-Id&QMSYC
zOylB)Y~#N@zxiQg#)O$YS`}t}mHrS-Xa$1ce51XViH_u7T5{N`vRE_P<0}runD8u&
z5z-n=R^^`zq+PRuYLaaL$>k`8j51^&a?%Le#h<n(h|<J{g6<Ci9D`)Mal~Os*f;<c
z6<b0mm8%Z#;v2TEQivo>pNJTSrNdakZtCxLGgyGYb$y(=^l*7<1=ubo09_EN{lJqs
zi6{u3380TIm}R+l8M+2Zd&>t=MnRxi0X;KcW)tIITgO*iiaS3~?5qY_ap<3SlJF!#
zlO7@*j5!(}|1#ue1(-1Bc7YtBnv+f>%joL>yBmXwrx3KFG?&6`TOkN?F^O!Rd=&?Y
zREeP`zHcX{h!l<i*MUT`6hh(<s=ONfp`Uol#!s1Bh6_MO(A-3=yZ7=JkwGKSVh0W6
zt>^$L1#VeJa5MDpT?%D+nkGMAQ{I<138$cy0|Xx?nfs-P(RuRJJ*!P0jt3Vy6pvs3
z2BJ6+8c+Lq#BiaTbdyhlh#Ey_T1|L)N8vv8t^n_Ve(Amw@8I-3cR%mH_BD1hI(lCV
zAP4e0ot5*<QymQ#M1rh$uZw_AKLtKks6?BW78b5oSmbVV<nWrD@n--5p~*-H3n;r=
zyj1^FA*b0|L!7+ej#Gn$qgS6&Q~NwR0V#gdY-=!ahZKU`+*Y+5{lwZo=ya+%`Sm-=
z1M<ctk5$i@4zulR%Iy-dx>?PYDqu|-edXfTTxBTJPm2v9iV^Y<4!0(s;g{M-KH%n5
zb#2{)qGZ4F<iLU>Ns%vGfdzGN-##i#wl{rd$Fm_+iU+?ahnP8$p~5u;EW@`lNfA=m
zcrvTaNKgXlm8qb`g4BWsj3UkxNuEb!2>e8o09M=4xd0$RVGJI`q8~Ma9gWpo1`5-?
ziPBvxO2W7sMhL?cu_jMr2B2E1FMsF%4ky?zU^dBy_YW464iFS6)B}A2fLlPJ0&6lW
z<c0h1@P*j7_9rP8H1w-hMUqjsB|qe01dgG8h6`#@1kcDLo!=obQIjAW8;-leP&JnQ
zLHm~-!4Qg+uRT`gj75b;fd&c_Km-Tiv=0?D3}$X9T8c9mZz6^5FIn?2W6D+5RV!1H
zi35+3BMlkD7PJaO0-+8@7dtBDPcpKe^~OSo9JW*|t<q&xffPhi4;(`RfI-tpa(p2%
zVw(_*F~=(a4B=S_%PgD?$1GEdE?!iWNnWDtlT^hiqR^RJaOOy{bi77a-@TCcXDb_S
zt4ZnVknx#BYMPP#(o*6TM*^LwA9_g1+|43>q0vA<SAVbHLwIcp6%MKB7UZPS>jPL7
zP8LGa43v|xR0S-8uy1&@DM!}>W<3$1+AJA-`mkf1(lf{h?VR6E2S5=io-UB-+J&3x
z)bSZ1Ac8Y(6=^gatJLzHxPR5_Jx}`6O$S~&G}-P3No_{V6?LpQ&IXQCAZ86;lJiQD
zSuIjl8=Ge;AC?`ImyxeuOXn=eY`($Ck80Y=(Rvpdm71QiWhdNaqN{-I)fo={um>mg
z(qO5zI2@e^(#>+l|D$oJZQ_32-HQX7d%Ip`h`Hhe_5qJdc|-O5MV8k)A3z!N&w%yc
z+SXQK6OBo1!iN}arhleGfRxNjp91gYpA?@gx2v`{dp})J+5ULMtK0XKJxRZqnNl-R
zHH?pk(iC`{m=uS+wqv|OmSuCt1NJq}shlFaT|eHBrN`ym=Ur2lD+YkXW6|;Jl;8Tx
zmbrSzF|x<!?3dxL*~|w;0rp|%Fcp<g7A|^t28PziQ$;+nT3Gr6CcdoJS6M2hI<&XD
zsZCkoop-v$I*cr&E{rzh1*dQ5=v3@4Y6ASP88q_H*Fxe^?a^CSUdMwpdUlX~&>cK&
z_>bCGHGeaZT#y!q*Z~w)yRGr{E!G)1Uq$d3(P5%Vm*vgLiDVsZkHa(Xy+ig62!ye;
za^rD!bG=p}um;R}Rg!9h>T>FrFo}2?<ax!=WeOH2@`!2SIn1H9`*NTLFde8`dRpBj
zlPaAmAXi(jCNfi!iG+$DnNcRq#G(uZ%0$w@mwT#cCafi6!z5et5-Olfs?6aDs>=bM
zWWn?y2jwXM8EOM|k%;vse%#{Fnlm>TCj0Gy;(Qv4Iq4GX1Z0jWZR^Ea3DJ<D&AxlR
zp(3$H71H@3thQc*x`q`t%ZM{Sf$I@Oxw;g((b=c#r@TN)RHzTEo(h$UY>u@wH7!xW
z8Tq<KO$H?1CLmisx}BT~9Y!h@<Gs2(Q{Sc0y}{3D9iL_OWhqc1MIwdb#-|=@qU85;
zUYhb4%9v$X^|GJa7VSFcbrM7-W#))_X1fu51ab!n8^7bhSUj=VFTcP@@|slLHz)1D
z{UpAI_LyYq_t%YM04V5ZV=dgzHO~<-zQ)ko<K}DBxWmG2&E5IWNICUBa@F<iEljq^
z^*aH}Xy3g`HKS-8mD=z*CaM$>eJF#nCcQ|rXE{ciu@I*craC~_^F$1i?5ezkD1kGG
zKb|LkEmHSx`}*qKZ?kBb94gA^pk6LJ$-2Yby8*g*MJZEWkER+&3a_JbL0&YONiJ$=
zC|~|>f6)XEP-i1M*5!ccV})3mGc#IqY05tV(e(zZf~O4@^dNDLvPCc3garg;Kkrp1
zzxNE6k>JFdG#VKbLqq1%t5bT3K|^`F?K^u93q8MWYESep4FcDO*UNQV)^HtW)9SW?
zXw81qLDcb*oC3?D%Y49L#KrUpfm!90f@`7-o;G)kqQ)no6)6QBX78&=s&@UAbM>;!
zND(69Wu(-hC8kJ7-)d3>qD@<!=2~}QN3Gwumab||1}Be&HqNYc%BrNATfRXg)SyxB
zWhA~&%?tt!F0w;-+fqadPjl0~<KzMXRr9rKJTwn)4tny+c$$a1p*xXJT~X$7wj#{x
zZ$^bqH-Y|n7eax&Z`*NFxdRCC7+em=1M?9b-^^4b<cMLSR2|m8#tc(Am&&tBod*df
zV#S}h9GbU}$Gprf20q*SvllqZM6N%uD{jV=s3^F4_tS_3>6Fpd1}PramMSlu=Y;~s
zgbgfT>j=ZDY)6ebd8MoFrJjeUa%x_l9>>!+@gY&$EvqLnF0tQ@FPEQ@sUh$%LH=z|
zjh~foMV&SI9i;BlMyEpi=boZoXBCx889GL>={*B;S7q|n41UxyCjC1-IXxoDg87(>
zT3EGFMejj6j(-xXtMm(0d^6tck0yF!D`C;g6^knsm)jFb=q@6kbX%NPEp&*YZ^aYS
zc6ULWMIs?3A3urebQq1*vgaBHjFqn6`@h{khC)h}&uhr4L128Iqq3V0qRtkMgGOlH
zeOt;cxIft;*F;KX7==?Fd?|Qbc1>XAE$=!ki&r>%4oS&r^yW9EFXd^H6D`%`^3^S=
zLQ9yv-rvYQsdWw&=f7_26&jcsH@jhjOkX?1o)Q;&I9kfwG@5PQG&1YyH#OdRe&0pF
z?2+vkmVKJRqQUQ<L)MU&xn}nC6vL8@DpR%$XNIad=WcCE^6H-T`gtGj{jS&>m8G0+
znRgxX0J8e;Uv!_?87HZn9pP}?Cm#Km1G<=@T9iK{4Qv!?`&)!bX=nvyL==-!zlh%y
z*03lz9!kpSH_Et%LmmIlCI}yry4kKEI2-Iodq_nfV&wZqa(V;PocXeNaJ`6dTAJjT
zH8L~`alAUE{^#wIC<TroNdg&GogzTWIMbvtSmxM*S1;gFhde5>a>lJO1OqyY;zlRH
z3S2Nij-pLrXBD!bXGq*&!W|PQyqVJ?WfenwLinOB(XWBNpsLznTA*k?rGWkQ+$X9|
zabP9raK>5$ET?pbHJ}n4o$|#Db{lZg5OecL7a%pPs(inqL8)&IjGP^&zD_jS7B-|r
z6&)d>fkVt{+fKJ{o4JNqFRf0gPOWqVQD0L8QVQk0I-sXv7NrgAt+Rtc^HC6pL(_GA
zZ>EQfqh&ntQHLxliK%(4GbS)98O)lo0W|)T)?#pf2P|;p|KvD_IAo^d%G0c@Ay|Js
zkR0+lY<Fb)o<3?o7MwPOHJEG`DsU>yX@nK>4a`nE4BaScSa09+KG+W1$1z4!(!{AY
zrrG(?z%a-$2*&F&2Bmv`p9KsnRjS_e#}+f?RLF^HVGtZUWSero3Oncl3k)6bjDkJk
z4G4IzPUqc(2G%h*81>I;I2@<ILOQQHq|hRVy-9u|Rxp7i1pi|P(ge43CTrMF1>*w3
zS5H4EPz&7m;K946c;^_zkK%9TZh&4o?2&TN`U%y}VV@q%5X=^cwQAk;z-011^;_mJ
z@gRNi`OC4%>qdMmB@~$LU;EBJFZ*3}Hz+vR3q||QE5p+$7u;{htq>YoAU%2egf_<u
z3iskZ5tyF8#`NBg;P_oFSvUkgIb<w;KaJn&Gy49=9Jc2_OH2a^G5R5E;|55Ehy7|G
z!$CG?;@wtH)U+atVl2rKr(KF@HqC9;(9aCK6(K37Or~f9eGyPP_XA4|ANf|@wy4JX
zO@@OWKNOyq%xF5LNj+j5{_^8;%CBYhq-7Ln`b(3#TKGcOYRb5qy11!f>4I&9WX;&1
z&`VRp>RBt1bOg-6r?#1_S~e=29I~rX;wYB$eF#ggEm}`5aRKwUVO02e6XsIJ)U!xN
z!ZhQE@zR=tk+e~-f7nIyNbphyC0QDaX)lXLK5xm|qe<?M&vz1uvkJPE(P7lT?|J5y
zT=Rri0q^*y`zVe@%tp0xQQKHSi{%z%WVPbS*v+`+5^HI6me_3d&TVWhRx;`(t-7U!
zD#npC8iNF4VS}phYL;|HvhwG3?7|^qqa3M&Aeqgt{OvP$`o7vrFT;FVwP!4&IZq-k
z3Q}65gLlQ=mf<(wVrTv8&0NUZqyH4%7>ft|<a?IGF-G_S29n7J4ZBu(nrG3Ffj7x!
zD?1&+>Pj~Oq&O1|)PE&JP=XCKHl*80H8nY6_+BqxSd6ChnjPLi#=Av#RCz9W^7_%~
z4>Do=n4uGCRr$f^ebQ0UG#FNp6N}((92vTP)&K*UB|-Cxk(rDV&lcTwgh2iCnoBKH
z;f4-leUV!APC=x3Zc$CEMViL*7$R#duHvR&_`iHz>$P9YmjWz~o?r_>EE1&gv{F6J
zRzL&k08*W<);`9w(#E<ijxug2ax|sm;6xw_fCQ5g#t#qyq_?ch4&Pc5sYJ_+A*+G1
zI-Ura_lzhWJO5S6JIdl8Ta3&RA<F8<v8!w?NHe1Qxx-2jWR6ASbjunb^ic3QW{Y2l
zY_2lz$#bkZn0$nOhW~9<{u@O)S>WDqC!BMkOF6DfO`};IUmL4&uk`+%4($j(^ynF0
zJBU$kGgjjtyb&ZTu7%L~47=Hz)sLojBjLSCpWi-@h8XkAG54|h%qjh0tIK~A?---o
z4UG1jCG`x1E_jmJDYxIw`Wraz`TeMW@6&tgi&2MvDlqwB>S0>}MjM{{CU^X^W39e!
zG%<TN{R`QR$PV?r@Rlv#j2)2e@ZrD|<Oi9(lP>uGg#AGpR~x`xH1iWYZ{mVsu6F|m
zBb?3Jcbqz6-QR525e&cp^Wa`cfw;=+%f16Yv<%$KH(EPvw+AJ|2k(vhf_G!YH+w{-
z3d*+U=;4dAavmLrdR#Yk4D=0r0mKX4h4Vtb<91Xx1>=r$(;L8cEOGMRP$nMT2soxS
z;;E7UInn<9?8{S2NC6h=BkJAUkB0V#p$j&~xv~HA<Oe$HX!mhUs~fJ+mUllI5E*d2
zlOVqhUo}WNd&JJ$_Ujn<U5VgP^3K#xh848af0uPVY#V_syb@O3U(4p&)}t3p9X4xE
z57K^@-|prPL>sgV;zdrsJU7uL9shPjg*<(KFsXg#@XD6h4YB6nrlZ7WA@*GCljl}7
z>-oqw@4&=oY?5b1^eDb$d5~5?%NlF_sCpSk;`~Fs_V)P%ALRSQ?^~zW{gzOB;GIrC
zG1aG$&v%HAO>@-af#LX%<!`<-qwYSw(k0gDd&8acJ}G;ZssCwfV{o0o@PTz<J^-Um
z3}9VIZFARt)!(RcpZK2mH4Xn%`W&&7t(Nu%BzXT8jPW446WfydWU8U-!D}BRhXe1R
z?=aUMfP7HXE$qX-9;W}syph~oBRlLZjUMO*g8J~rx}Uh0t<~1Mj$TG<Oa6xc@}Zwu
zSG|LIb&s6WR5QeXh8Pyo9p7Y%o+72c$NuhE%dPB;2GM#7eF;wWO11kI)o!i<J09;G
zX#KroQsV_}MH?!h^99;hsC(7n$m<G~-kCY#{wwBB(d^{PJkyK_{e7C+ncM4AZ!qlj
z+?TEwVco=bua56OAo_cIob+c8qs#n~df5`JbJR@0ck`FV+>HFm-97QG<MpVA$`#lb
zusaa@AiXAcqlquz;{($w19jS{r%>YP&&RzfN;@RUe=F3_R;BPHJ%|6gXS1)Yk7dC^
zVd?E2q89!}pm~^B`Ndvxc-Zz4V;BkC&>|6DwXe~)+%@OMO4n4VLD@Nb{XGE($i*Fn
z;QDl(go{<vwYYe6GAd*<_5)9Szen9Tdo|MC{dGTaXkBmwpW~Ht@G1WYF;d=!RBQIi
z@j+uJym_3wso)p0I>ca~x@{Wan8@gtq6b#CBls(IXW*0-RL(tpzmS2i<@K`H)V=G8
z>B)=Oi1@}tTXqG<0k4|xabz8-QQnjD|IRfr?LlKWzg#x_r6m2zMAAQE{P?btYlvo)
z90+HW>Oo&H5Og;$`>R9Qa8US0tNovMRNeRxx(2Cbcen}7n7CfaIbslps5=XF8M_y8
zFms<rMl+AgHtM&ZfS*COpCO(NwZY58j`OBaeZ4?lu;`r6_u1)(w5O@-W$uk&=@6~)
z>4wgQ++`D2g})g7ry=1uN-0>8X4^hb4qS>mbqz)}+0kiBp15pNEUR4mpfi8{#=jfg
z{u8<TO+_bN6l3`3{xEI(MN6A~VSAQ1{ds>N$QR-whn#6U^ghhnHfK7v)<fv5H&%52
z|NDR9_ODoccO#?c=0oj}Uuk)#-37?|-%LBhZQAi5HJ&Pe=e}gMtNa$JF|b>yyaKjc
zLEO1+QcAY7f~9(7?kDe)1{mm!uet8UkD@}=46O0SKaI4__q{XmzppUJ96|qgpSZ*9
z3uwPAm~|uHde+)MzF*VO0ZdByc!x==w6xK3o7>_ly8FD+uscHR&i!@-tDjz6$?SJk
zAuwETHMI-q+uCkSz8c5rXO$4HZ<qaeceSQ^p>k$DiH&=(2y&lh3pK?4U-oqO+}&?e
zxu$3Id7XxJ$VvX5{DAftXXM!mpw?#yy$_s%G(97_QDb%#<o#2Lz>-?OhVua1)&Ffb
z73;Vp^~uw_j6?7(Duq@_ERqA7@Snbr!;!oD2BWQ^bJ!vV);{@<ZxRl^9EWy*R&wvw
zY>3(nXgX}4N8h`B7rS57q*unIdWhD=H`mTOJ8#mfKd(0XQFEI}#PS>k1~>JXP~HD#
zn^FwC5tY{Tnkds?Vs@OVKNpmL0Pd_anQ@G4l@iT@UC55WG24cyPJA>BgCTOZH_!9c
z_r|{J+6ZglZFBvZX@|IV8~<;4pZ3)APM!<)-rx?r+Hw+UB{qxP37xX?ZGl0NG*c>r
z<L;m&!|^~&u?Kjg4jF)ZEwcX!-=D5xbayY4`ObfK*kNSK#hJ0$aM^|(WTrhTGQcW>
z_nX@OiyQM?$vg?3ZeQ?Gb?ONE4yo!t^W%T}kx~ri7!jV4YWrThoU!gL966o7X!e+_
z_9$$+-XlqE_9e2NKljE}e$Z{>v5$Pfv9qT8-}qWxokrSmOPWAGkA#S<aE+jT;Qs+3
C1Vq>X

literal 0
HcmV?d00001

diff --git a/doc/main.dox b/doc/main.dox
index 2ac644a..18f8a59 100644
--- a/doc/main.dox
+++ b/doc/main.dox
@@ -2,6 +2,50 @@
 
   \section Introduction 
 
+  This package contains an implementation of the Fast Integral Normal
+  3D %Descriptor (FINDDD), originally designed to be used for clothing
+  manipulation tasks. Most current depth sensors provide 2.5D range
+  images in which depth values are assigned to a rectangular 2D
+  array. Taking advantage of this structured information, it can be
+  about two orders of magnitude faster than other approaches, while
+  showing similar performance in several tasks involving deformable
+  object recognition. 
+
+  \image html "images/pasos_metode.png" 
+  \image latex "images/pasos_metode.png"
+
+  Given a 2D patch surrounding a point and its associated depth
+  values, the descriptor for that point is built based on the
+  cumulative distances between their normals and a discrete set of
+  normal directions. This processing is made very efficient using
+  integral images, even allowing to densely compute descriptors for
+  every point in the image in a few seconds.
+  
+
+  If you use this code, please cite: Ramisa et al. FINDDD: \b A \b fast \b 3D \b descriptor \b to \b characterize \b textiles \b for \b robot \b manipulation. IROS, 2013.
+
+  \verbatim
+ @inproceedings{ramisa2013finddd,
+  title={FINDDD: A fast 3D descriptor to characterize textiles for robot manipulation},
+  author={Ramisa, Arnau and Alenya, Guillem and Moreno-Noguer, Francesc and Torras, Carme},
+  booktitle={Intelligent Robots and Systems (IROS), 2013 IEEE/RSJ International Conferenceon},
+  pages={824--830},
+  year={2013},
+  organization={IEEE}
+}
+\endverbatim
+
+  \par Functionalities
+  - Input format: structured point cloud in plain-text PCD file
+  - Compute descriptors over a fixed grid with parametrized step or at user-specified positions
+  - User-specified normal orientation bins, size of patch and number of spatial divisions
+  - Optional projection of computed descriptors with PCA matrix provided by the user
+  - Output format: fvecs (see <a href="https://gforge.inria.fr/projects/yael/">YAEL</a>) or plain-text file
+  
+  \par Dependencies
+
+FINDDD depends on <a href="http://www.pointclouds.org">PCL</a> and <a href="http://www.boost.org/">Boost</a>.
+
   \subsection Pre-Requisites
 
   This package requires of the following libraries and packages
diff --git a/examples/50positions.txt b/examples/50positions.txt
new file mode 100644
index 0000000..92f1a40
--- /dev/null
+++ b/examples/50positions.txt
@@ -0,0 +1,50 @@
+148 15
+526 25
+220 34
+44 35
+249 40
+491 55
+307 65
+571 73
+224 81
+355 84
+435 87
+500 112
+245 126
+538 126
+560 131
+349 154
+38 176
+72 191
+4 192
+205 205
+412 225
+288 237
+257 259
+482 262
+552 275
+632 279
+156 286
+4 289
+381 301
+275 329
+278 330
+197 342
+137 348
+316 354
+520 375
+372 388
+322 393
+98 398
+622 399
+106 415
+446 421
+452 421
+150 422
+319 424
+90 426
+437 441
+196 453
+42 462
+376 470
+93 479
diff --git a/examples/display_finddd.py b/examples/display_finddd.py
new file mode 100644
index 0000000..8fe1558
--- /dev/null
+++ b/examples/display_finddd.py
@@ -0,0 +1,169 @@
+import sys
+import numpy as np
+import matplotlib.pyplot as plt
+import time
+import os
+
+def read_fvecs(filename):
+    """Function to read a binary file in 'fvec' format (See https://gforge.inria.fr/projects/yael/).
+    
+    Input: filename of the fvec file.
+    Returns: tuple with descriptor locations and descriptors."""
+    pf = open(filename, 'rb')
+    # determine size of vectors
+    dim = np.fromfile(pf,dtype=np.int32, count=1)[0]
+    pf.seek(0, os.SEEK_END)
+    size = pf.tell()
+    pf.close()
+    #print 'Vector dimension: %dx%d'%(size/((dim+1)*4),dim)
+    assert dim>0 and dim<10000
+    pf = open(filename, 'rb')
+    data = np.fromfile(pf, dtype=np.float32, count=size/4)
+    data.shape=(size/(4*(dim+1)), dim+1)
+    #remove first column, and factor 
+    descriptors = data[:,3:]
+    uv          = data[:,1:3].astype('int32')
+    return uv, descriptors
+#-----------------------------------------------------
+    
+def read_pcd_file(filename):
+    """Load a text PCD file. Returns x,y and z matrices."""
+    pf = open(filename)
+    lines = pf.readlines()
+    if lines[1].split()[0]=='VERSION':
+        header = lines[0:11]
+        width = int(header[6].split()[1])
+        height = int(header[7].split()[1])
+    else:
+        header = lines[0:10]
+        width = int(header[5].split()[1])
+        height = int(header[6].split()[1])
+    x = np.zeros((height, width))
+    y = np.zeros((height, width))
+    z = np.zeros((height, width))
+
+    i = 0
+    j = 0
+
+    fourdims=False
+    if len(lines[11].split())==4:
+        fourdims=True
+    for l in xrange(11, len(lines)):
+        if fourdims==True: # maybe some day actually get the color...
+            px, py, pz, dump = lines[l].split()
+        else:
+            px, py, pz = lines[l].split()
+        x[j,i] = float(px)
+        y[j,i] = float(py)
+        z[j,i] = float(pz)
+        
+        i+=1
+        if i>=width:
+            j+=1
+            i=0
+    return x,y,z
+#-----------------------------------------------------
+
+def drawbox(plot, u, v, offset):
+    """Draws a bounding box in the active figure."""
+    plot.plot([u-offset,u+offset],[v+offset,v+offset],'-m')
+    plot.plot([u-offset,u-offset],[v-offset,v+offset],'-m')
+    plot.plot([u+offset,u+offset],[v-offset,v+offset],'-m')
+    plot.plot([u-offset,u+offset],[v-offset,v-offset],'-m')
+#-----------------------------------------------------    
+
+def paint_descriptor_xy(npy_desc, centers, plot = plt, fig_num = 1):
+    """Creates a figure with a representation of a FINDDD descriptor."""
+    numcenters = centers.shape[0]
+    nbins=int(np.sqrt(npy_desc.shape[0]/numcenters))
+    fig = plot.figure(fig_num)
+    fig.clf()
+    for i in range(nbins*nbins):
+        ax = fig.add_subplot(nbins, nbins, nbins*nbins-i)
+        ax.set_xlim([-1.1, 1.1])
+        ax.set_ylim([-1.1, 1.1])
+        ax.set_xlabel('X')
+        ax.set_ylabel('Y')
+        #centroides
+        ax.plot(centers[:,0],centers[:,1],'bo')
+        #bins
+        subdesc=npy_desc[i*numcenters:(i+1)*numcenters]
+        if sum(subdesc)>0:
+            subdesc/=sum(subdesc)
+        for j,v in enumerate(subdesc):
+            #print subdesc
+            ax.plot(centers[j,0],centers[j,1], 'ro', markersize=v*20)
+#-----------------------------------------------------
+
+def paint_descriptor_and_depth_map_xy(uv, npy_desc, centers):
+    """Plot a representation of a FINDDD and mark its location in a depth map."""
+    plt.figure(2)
+    plt.plot(uv[0], uv[1],'+m', markersize=15)
+    drawbox(plt, uv[0], uv[1], 32)
+    paint_descriptor_xy(npy_desc, centers, plot = plt, fig_num = 1)
+    plt.draw()
+    plt.draw()
+#-----------------------------------------------------
+
+def paint_descriptor_set(filename_descriptors, filename_pcd, filename_centers, step=10):
+    """Display, one by one, all descriptors and their locations in a descriptor set."""
+    # get descriptors
+    if filename_descriptors.endswith('.geofvecs') or filename_descriptors.endswith('.fvecs'):
+        uv, descriptors  = read_fvecs(filename_descriptors)
+    else: #txt format
+        descriptors  = np.loadtxt(filename_descriptors)
+        uv = descriptors[:,:2]
+        descriptors = descriptors[:,2:]
+
+    descriptors        = descriptors[::step,:] #show one every <step> descriptors
+    uv                 = uv[::step,:]
+    
+    #get pcd data
+    x_pts,y_pts,z_pts = read_pcd_file(filename_pcd)
+
+    #get centers
+    centers = np.loadtxt(filename_centers)
+
+    time.sleep(2) # wait for 2 sec the first time
+    plt.ion()
+    fig=plt.figure(2)
+
+    for ptuv, d in zip(uv, descriptors):
+        fig=plt.figure(2)
+        fig.clf()
+        plt.imshow(z_pts*-1) #flip z-values
+        plt.ylim([0, z_pts.shape[0]])
+        plt.xlim([0, z_pts.shape[1]])
+        paint_descriptor_and_depth_map_xy(ptuv, d, centers)
+        plt.draw()
+        plt.draw()
+        time.sleep(0.1)
+        #no nice way to exit(?)
+
+def about():
+    print "\nFINDDD Visualization\n--------------------\nTool to visualize descriptors over the Z dimension of a PCD file.\nUsage: python "+sys.argv[0]+" -f <descriptors_file> -pcd <pcd_file> -c [centers_file]\n\nDescription:\nTwo figures display all the information. The first one shows the depth map and a box indicating the location and area of the descriptor, and the second one the histograms of the orientations of the normals, represented as a semi-sphere, seen from the top, for each of the sub-descriptors. NOTE: Does not work with PCA projected descriptors.\n"
+    sys.exit(-1)
+
+if __name__=="__main__":
+    """Paint, one by one, the descriptors of a fvec file over a depth map.
+    Does not work with PCA projected descriptors!"""
+    
+    filebins = 'xyz_centers13.txt'
+    filedesc = None
+    filepcd  = None
+    #parse args
+    args=sys.argv[1:]
+    while len(args):
+        a=args.pop(0)
+        if a   == '-c':       
+            filebins = args.pop(0)
+        elif a =='-f':         
+            filedesc = args.pop(0)
+        elif a == '-pcd':     
+            filepcd  = args.pop(0)
+        else: 
+            about()
+    if filedesc==None or filepcd==None:
+        about()
+
+    paint_descriptor_set(filedesc, filepcd, filebins)
diff --git a/examples/run_example.sh b/examples/run_example.sh
new file mode 100644
index 0000000..1b03903
--- /dev/null
+++ b/examples/run_example.sh
@@ -0,0 +1,36 @@
+#!/bin/bash
+
+mkdir test
+
+# Step size
+echo "STEP SIZE: 6, 3, 1"
+../bin/finddd_descriptor -pcd example.pcd -sample_each 6 -centroids_file xyz_centers13.txt -descfile test/features_step6.fvecs
+../bin/finddd_descriptor -pcd example.pcd -sample_each 3 -centroids_file xyz_centers13.txt -descfile test/features_step3.fvecs
+../bin/finddd_descriptor -pcd example.pcd -sample_each 1 -centroids_file xyz_centers13.txt -descfile test/features_step1.fvecs
+
+# Descriptor area
+echo "SUPPORT AREA: 61x61, 81x81, 121x121"
+../bin/finddd_descriptor -pcd example.pcd -sample_each 6 -centroids_file xyz_centers13.txt -desc_patch_radius 61 -descfile test/features_rad61.fvecs
+../bin/finddd_descriptor -pcd example.pcd -sample_each 6 -centroids_file xyz_centers13.txt -desc_patch_radius 81 -descfile test/features_rad81.fvecs
+../bin/finddd_descriptor -pcd example.pcd -sample_each 6 -centroids_file xyz_centers13.txt -desc_patch_radius 121 -descfile test/features_rad121.fvecs
+
+# Num spatial bins
+echo "NUMBER OF SPATIAL BINS: 2x2, 5x5"
+../bin/finddd_descriptor -pcd example.pcd -sample_each 6 -centroids_file xyz_centers13.txt -num_spatial_bins 2 -descfile test/features_spa2.fvecs
+../bin/finddd_descriptor -pcd example.pcd -sample_each 6 -centroids_file xyz_centers13.txt -num_spatial_bins 5 -descfile test/features_spa5.fvecs
+
+# Disable soft voting
+echo "SOFT VOTING DISABLED"
+../bin/finddd_descriptor -pcd example.pcd -sample_each 6 -centroids_file xyz_centers13.txt -use_soft_voting 0 -descfile test/features_nosv.fvecs
+
+# Custom descriptor positions
+echo "CUSTOM DESCRIPTOR POSITIONS"
+../bin/finddd_descriptor -pcd example.pcd -sample_each 6 -centroids_file xyz_centers13.txt -positions_file 50positions.txt -descfile test/features_locations.fvecs
+
+#PCA compression
+echo "PCA COMPRESSION: 33"
+../bin/finddd_descriptor -pcd example.pcd -sample_each 6 -centroids_file xyz_centers13.txt -pca_file pca_matrix_o13_d43.txt -pca_nkeep 33 -descfile test/features_pca33.fvecs
+
+#ASCII OUTPUT
+echo "ASCII OUTPUT"
+../bin/finddd_descriptor -pcd example.pcd -sample_each 6 -centroids_file xyz_centers13.txt -ascii -descfile test/features_ascii.txt
diff --git a/src/CMakeLists.txt b/src/CMakeLists.txt
index 664efb9..bb923e1 100644
--- a/src/CMakeLists.txt
+++ b/src/CMakeLists.txt
@@ -1,8 +1,9 @@
 # locate the necessary dependencies
-FIND_PACKAGE( Boost 1.40 COMPONENTS program_options REQUIRED )
+FIND_PACKAGE( Boost 1.54 COMPONENTS program_options REQUIRED )
 INCLUDE_DIRECTORIES( ${Boost_INCLUDE_DIR} )
 
-set(PCL_DIR "/home/aramisa/usr/local/share/pcl-1.6/PCLConfig.cmake") 
+#IF PCL in non-standard directory, uncomment this: 
+#set(PCL_DIR "<path-to-pcl>/PCLConfig.cmake") 
 find_package(PCL  1.3  REQUIRED  COMPONENTS  common io features )
 include_directories(${PCL_INCLUDE_DIRS})
 link_directories(${PCL_LIBRARY_DIRS})
diff --git a/src/finddd_descriptor.cpp b/src/finddd_descriptor.cpp
index 4ce0bc3..2408b2c 100755
--- a/src/finddd_descriptor.cpp
+++ b/src/finddd_descriptor.cpp
@@ -131,13 +131,13 @@ void compute_normals(pcl::PointCloud<pcl::Normal> &pcl_normals, pcl::PointCloud<
 class IIf
 {
 public:
-  /** Vector of float* to store the parallel integral images in linear form.*/
+  /** \short Vector of float* to store the parallel integral images in linear form.*/
   std::vector<float*> ii_;
-  /** number of bins.*/
+  /** \short Number of bins.*/
   unsigned int bins_;
-  /** width of the integral image.*/
+  /** \short Width of the integral image.*/
   unsigned int width_;
-  /** height of the integral image.*/
+  /** \short Height of the integral image.*/
   unsigned int height_;
 
   /**
@@ -435,8 +435,8 @@ void FindddAlgorithm::compute_ndescs_integral_spatial_interpolation(pcl::PointCl
  */
 void about()
 {
-  std::cout<<"Usage:\n  finddd_descriptor -pcd <file_path> -centroids_file <centroids_path> -descfile <output_descfile_path> [-use_soft_voting <bool>] [-sample_each <step>] [-normalize_desc] [-desc_patch_radius <radius>] [-num_spatial_bins <num_bins_per_side>] [-positions_file <positions_file_path>] [-keep_nan] [-pca_file <file_path>] [-pca_nkeep <num ev to keep>]"<<std::endl;
-  std::cout<<"Parameters:\n  -pcd <filename>              Input pcd file path.\n  -use_soft_voting <bool>      Disable soft-voting.\n  -sample_each <num_pix>       Density of descriptor sampling.\n  -normalize_desc <norm>       0=none 1=L1 2=L2 3=sqrt+L2.\n  -desc_patch_radius <num_pix> Radius of the local patch.\n  -num_spatial_bins <num_bins> Number of local bins per side (sqrt of total bins).\n  -centroids_file <filename>   Input centroid file path.\n  -positions_file <filename>   Input locations file path.\n  -descfile <filename>         Output descriptor file path.\n  -pca_file <filename>         PCA matrix filename\n  -pca_nkeep <num_ev_to_keep>  Number of eigenvectors to keep (output dimension).\n";
+  std::cout<<"Usage:\n  finddd_descriptor -pcd <file_path> -centroids_file <centroids_path> -descfile <output_descfile_path> [-use_soft_voting <bool>] [-sample_each <step>] [-normalize_desc] [-desc_patch_radius <radius>] [-num_spatial_bins <num_bins_per_side>] [-positions_file <positions_file_path>] [-keep_nan] [-pca_file <file_path>] [-pca_nkeep <num ev to keep>] [-ascii]"<<std::endl;
+  std::cout<<"Parameters:\n  -pcd <filename>              Input pcd file path.\n  -use_soft_voting <bool>      Disable soft-voting.\n  -sample_each <num_pix>       Density of descriptor sampling.\n  -normalize_desc <norm>       0=none 1=L1 2=L2 3=sqrt+L2.\n  -desc_patch_radius <num_pix> Radius of the local patch.\n  -num_spatial_bins <num_bins> Number of local bins per side (sqrt of total bins).\n  -centroids_file <filename>   Input centroid file path.\n  -positions_file <filename>   Input locations file path.\n  -descfile <filename>         Output descriptor file path.\n  -pca_file <filename>         PCA matrix filename\n  -pca_nkeep <num_ev_to_keep>  Number of eigenvectors to keep (output dimension).\n  -ascii                       Save descriptors in ASCII format.\n";
 }
 
 /** 
diff --git a/src/finddd_descriptor.hpp b/src/finddd_descriptor.hpp
index 0487642..f2ee768 100644
--- a/src/finddd_descriptor.hpp
+++ b/src/finddd_descriptor.hpp
@@ -42,20 +42,20 @@ public:
 
 /** \brief Class to hold one FINDDD descriptor.
  *  This class holds each one of the FINDDD descriptors in a set. 
- *  Descriptor data is stored in a vector<float>.
+ *  %Descriptor data is stored in a vector<float>.
  */
 class Descriptor
 {
 public:
-  /** X-coordinate of the descriptor in image. */
+  /** \short X-coordinate of the descriptor in image. */
   int u;
-  /** Y-coordinate of the descriptor in image. */
+  /** \short Y-coordinate of the descriptor in image. */  
   int v;
-  /** Orientation of the descriptor in image (not used yet). */
-  float orientation;
-  /** Corresponding 3D coordinates of the descriptor. */
-  P3D point3d;
-  /** Descriptor vector. */
+  /** \short Orientation of the descriptor in image (not used yet). */
+  float orientation;  
+  /** \short Corresponding 3D coordinates of the descriptor. */
+  P3D point3d; 
+  /** \short %Descriptor vector. */
   std::vector<float> descriptor;
 };
 
@@ -67,19 +67,19 @@ public:
 class DescriptorSet
 {
 public:
-  /** Number of orientation bins of each sub-descriptor. */
+  /** \short Number of orientation bins of each sub-descriptor. */
   int num_orient_bins;
-  /** Number of spatial bins per side of the full descriptor region (sqrt of total). */
+  /** \short Number of spatial bins per side of the full descriptor region (sqrt of total). */
   int num_spa_bins;
-  /** Number of descriptors. */
+  /** \short Number of descriptors. */
   int num;
-  /** Number of dimensions of the descriptor. */
+  /** \short Number of dimensions of the descriptor. */
   int len;
-  /** Width of the original range image. */
+  /** \short Width of the original range image. */
   int width;
-  /** Height of the original range image. */
+  /** \short Height of the original range image. */
   int height;
-  /** Vector with computed descriptor. */
+  /** \short Vector with computed descriptor. */
   std::vector<Descriptor> descriptors;
   
   DescriptorSet()
@@ -101,38 +101,42 @@ public:
 class FindddConfig
 {
 public:
-  /** Num of spatial subdivisions. */
+  /** \short Num of spatial subdivisions. */
   int num_spatial_bins;
-  /** Side of the patch in pixels. */
+  /** \short Side of the patch in pixels. */
   int desc_patch_radius;
-  /** Step in pixels between descriptors. */
+  /** \short Step in pixels between descriptors. */
   int sample_each;
-  /** File with the normal centroids. */
+  /** \short File with the normal centroids. */
   std::string centroids_file;
-  /** File with the (u,v) positions where descriptors have to be computed (overrides "sample_each"). */
+  /** \short File with the (u,v) positions where descriptors have to be computed (overrides "sample_each"). */
   std::string positions_file;
-  /** Normalization of new descriptors:
-      0 - No norm
-      1 - L1
-      2 - L2
-      3 - sqrt + L2 
+  /** \short Normalization of new descriptors.
+
+      Normalization of new descriptors:
+      - 0 - No norm
+      - 1 - L1
+      - 2 - L2
+      - 3 - sqrt + L2 
   */
   int normalize_desc;
-  /** Whether to use soft-voting or direct assignment. */
+  /** \short Whether to use soft-voting or direct assignment. */
   int use_soft_voting;
-  /** Input pcd file where descriptors have to be computed. */
+  /** \short Input pcd file where descriptors have to be computed. */
   std::string pcd_file;
-  /** Output file in "fvec" format containing the computed descriptors. */
+  /** \short Output file in "fvec" format containing the computed descriptors. */
   std::string geofvecs_file;
-  /** Whether to keep NaN points or discard them. */
+  /** \short Whether to keep NaN points or discard them. */
   int keep_nan_points;
-  /** Name of a file containing the mean and the PCA matrix to automatically compress the computed descriptors. If not specified no compression is done. */
+  /** \short File with PCA matrix.
+
+      Name of a file containing the mean and the PCA matrix to automatically compress the computed descriptors. If not specified no compression is done. */
   std::string pca_file;
-  /** Number of eigenvectors to keep in the PCA matrix (=0 to keep all of them). */
+  /** \short Number of eigenvectors to keep in the PCA matrix (=0 to keep all of them). */
   int pca_nkeep;
-  /** Verbosity level. */
+  /** \short Verbosity level. */
   int verbose_level;
-  /** save descriptors in ascii format */
+  /** \short save descriptors in ascii format */
   int save_in_ascii;
   FindddConfig()
   {
@@ -164,55 +168,61 @@ protected:
   // private attributes and methods
   uint nt_;
   
-  /** Vector containing the X coordinate of normal centroids. */
+  /** \short Vector containing the X coordinate of normal centroids. */
   std::vector<float> orient_bin_centers_x_;
-  /** Vector containing the Y coordinate of normal centroids. */
+  /** \short Vector containing the Y coordinate of normal centroids. */
   std::vector<float> orient_bin_centers_y_;
-  /** Vector containing the Z coordinate of normal centroids. */
+  /** \short Vector containing the Z coordinate of normal centroids. */
   std::vector<float> orient_bin_centers_z_;
   
-  /** Vector containing the U coordinate of points where descriptors have to be computed. */
+  /** \short Vector containing the U coordinate of points where descriptors have to be computed. */
   std::vector<int> desc_compute_positionsX_;
-  /** Vector containing the V coordinate of points where descriptors have to be computed. */
+  /** \short Vector containing the V coordinate of points where descriptors have to be computed. */
   std::vector<int> desc_compute_positionsY_;
-  /** Inter-bin distance, to compute soft-votes*/
+  /** \short Inter-bin distance, to compute soft-votes*/
   float radius_inf_;
-  /** Number of orientation bins in each sub-descriptor. */
+  /** \short Number of orientation bins in each sub-descriptor. */
   uint desc_num_orient_bins_;
-  /** Number of spatial bins per side of the full descriptor region (sqrt of total). */
+  /** \short Number of spatial bins per side of the full descriptor region (sqrt of total). */
   uint desc_num_side_spatial_bins_;
-  /** Total size of the descriptors. */
+  /** \short Total size of the descriptors. */
   uint desc_num_total_bins_;
-  /** Radius of area used to compute descriptor. */
+  /** \short Radius of area used to compute descriptor. */
   uint desc_patch_radius_;
-  /** Filename of the normal centroids. */
+  /** \short Filename of the normal centroids. */
   std::string centroids_file_;
-  /** Filename of the file with positions where descriptors have to be computed (if specidied overrides "sample_each"). */
+  /** \short File with positions to compute descriptors.
+
+      Filename of the file with positions where descriptors have to be computed (if specidied overrides "sample_each"). */
   std::string positions_file_;
-  /** Name of file with mean and PCA matrix to compress descriptors on the fly. If not specified no compression is done. */
+  /** \short File with PCA matrix
+
+      Name of file with mean and PCA matrix to compress descriptors on the fly. If not specified no compression is done. */
   std::string pca_file_;
-  /** Number of eigenvectors to keep in the PCA matrix (=0 to keep all of them)*/
+  /** \short Number of eigenvectors to keep in the PCA matrix (=0 to keep all of them)*/
   int pca_nkeep_;
-  /** Normalization of new descriptors:
-      0 - No norm
-      1 - L1
-      2 - L2
-      3 - sqrt + L2 
+  /** \short Normalization of new descriptors.
+
+      Normalization of new descriptors:
+      - 0 - No norm
+      - 1 - L1
+      - 2 - L2
+      - 3 - sqrt + L2 
   */
   uint normalize_desc_;
-  /** Whether to use soft-voting or direct assignment. */
+  /** \short Whether to use soft-voting or direct assignment. */
   uint use_soft_voting_;
-  /** Level of verbosity. */
+  /** \short Level of verbosity. */
   int verbose_level_;
-  /** Step in pixels between descriptors. */
+  /** \short Step in pixels between descriptors. */
   uint sample_each_;
-  /** Margin to skip around the image. Currently this variable is unused. */
+  /** \short Margin to skip around the image. Currently this variable is unused. */
   uint margin_;
 
   // [PCA stuff]
-  /** Variable holding the PCA matrix for on the fly compression. */
+  /** \short Variable holding the PCA matrix for on the fly compression. */
   std::vector< std::vector<float> > pca_matrix_;
-  /** Mean of descriptors for PCA compression. */
+  /** \short Mean of descriptors for PCA compression. */
   std::vector<float> pca_mean_;
 
   public:
@@ -286,6 +296,7 @@ protected:
   /**
    * \brief Update PCA matrix.
    * \param new_pca_matrix_file File with the PCA matrix and mean vector.
+   * \param pca_nkeep Number of ev that must be kept.
    * Update the PCA matrix used to project the computed 
    * descriptors. The function expects a string pointing
    * to a plain text file with the mean vector followed by
-- 
GitLab