From 60556cd71109c197ef9c93d207a6db97a11620e5 Mon Sep 17 00:00:00 2001
From: Kinadinova Dariya <dariya.kinadinova.etu@118p27.fil.univ-lille.fr>
Date: Wed, 20 Mar 2024 10:06:30 +0100
Subject: [PATCH] tri_sort

---
 tp7/analyse_tris.csv | 194 +++++++++++++++++++++----------------------
 tp7/analyse_tris2.py |   6 +-
 tp7/tp_tris.py       |  49 +++++------
 tp7/tris_nbcomp.png  | Bin 29404 -> 29549 bytes
 4 files changed, 121 insertions(+), 128 deletions(-)

diff --git a/tp7/analyse_tris.csv b/tp7/analyse_tris.csv
index 9293e8e..4dd963c 100644
--- a/tp7/analyse_tris.csv
+++ b/tp7/analyse_tris.csv
@@ -2,101 +2,101 @@ taille;"tri séléction";"tri insertion"
   0;    0.00;    0.00
   1;    0.00;    0.00
   2;    1.00;    1.00
-  3;    3.00;    2.54
-  4;    6.00;    4.94
-  5;   10.00;    7.74
-  6;   15.00;   10.94
-  7;   21.00;   15.12
-  8;   28.00;   18.32
-  9;   36.00;   24.46
- 10;   45.00;   28.74
- 11;   55.00;   36.26
- 12;   66.00;   42.60
- 13;   78.00;   47.62
- 14;   91.00;   55.40
- 15;  105.00;   64.76
- 16;  120.00;   75.72
- 17;  136.00;   81.50
- 18;  153.00;   93.78
- 19;  171.00;   99.70
- 20;  190.00;  108.00
- 21;  210.00;  121.72
- 22;  231.00;  136.70
- 23;  253.00;  148.32
- 24;  276.00;  154.62
- 25;  300.00;  177.60
- 26;  325.00;  185.98
- 27;  351.00;  195.04
- 28;  378.00;  214.66
- 29;  406.00;  228.92
- 30;  435.00;  243.02
- 31;  465.00;  263.00
- 32;  496.00;  278.32
- 33;  528.00;  300.08
- 34;  561.00;  313.08
- 35;  595.00;  332.32
- 36;  630.00;  347.46
- 37;  666.00;  363.56
- 38;  703.00;  385.38
- 39;  741.00;  402.26
- 40;  780.00;  431.92
- 41;  820.00;  449.30
- 42;  861.00;  468.26
- 43;  903.00;  482.66
- 44;  946.00;  514.60
- 45;  990.00;  547.12
+  3;    3.00;    2.66
+  4;    6.00;    4.84
+  5;   10.00;    8.02
+  6;   15.00;   10.46
+  7;   21.00;   15.74
+  8;   28.00;   19.30
+  9;   36.00;   25.44
+ 10;   45.00;   28.44
+ 11;   55.00;   34.82
+ 12;   66.00;   42.02
+ 13;   78.00;   48.54
+ 14;   91.00;   55.16
+ 15;  105.00;   66.28
+ 16;  120.00;   73.12
+ 17;  136.00;   79.96
+ 18;  153.00;   92.14
+ 19;  171.00;   99.98
+ 20;  190.00;  112.58
+ 21;  210.00;  122.30
+ 22;  231.00;  136.20
+ 23;  253.00;  149.02
+ 24;  276.00;  159.28
+ 25;  300.00;  171.26
+ 26;  325.00;  188.90
+ 27;  351.00;  196.46
+ 28;  378.00;  213.12
+ 29;  406.00;  224.26
+ 30;  435.00;  245.64
+ 31;  465.00;  259.88
+ 32;  496.00;  279.32
+ 33;  528.00;  290.44
+ 34;  561.00;  317.86
+ 35;  595.00;  333.44
+ 36;  630.00;  336.84
+ 37;  666.00;  373.86
+ 38;  703.00;  390.18
+ 39;  741.00;  411.06
+ 40;  780.00;  422.26
+ 41;  820.00;  437.46
+ 42;  861.00;  472.16
+ 43;  903.00;  486.10
+ 44;  946.00;  506.98
+ 45;  990.00;  532.68
  46; 1035.00;  558.56
- 47; 1081.00;  591.68
- 48; 1128.00;  596.86
- 49; 1176.00;  638.16
- 50; 1225.00;  662.70
- 51; 1275.00;  682.62
- 52; 1326.00;  707.10
- 53; 1378.00;  754.44
- 54; 1431.00;  758.76
- 55; 1485.00;  804.98
- 56; 1540.00;  815.14
- 57; 1596.00;  856.56
- 58; 1653.00;  857.58
- 59; 1711.00;  914.12
- 60; 1770.00;  921.60
- 61; 1830.00;  983.40
- 62; 1891.00;  987.16
- 63; 1953.00; 1037.34
- 64; 2016.00; 1086.56
- 65; 2080.00; 1084.88
- 66; 2145.00; 1158.24
- 67; 2211.00; 1172.10
- 68; 2278.00; 1185.94
- 69; 2346.00; 1220.80
- 70; 2415.00; 1292.92
- 71; 2485.00; 1308.74
- 72; 2556.00; 1343.22
- 73; 2628.00; 1390.08
- 74; 2701.00; 1428.48
- 75; 2775.00; 1445.40
- 76; 2850.00; 1475.92
- 77; 2926.00; 1534.34
- 78; 3003.00; 1604.52
- 79; 3081.00; 1610.94
- 80; 3160.00; 1674.74
- 81; 3240.00; 1693.34
- 82; 3321.00; 1729.02
- 83; 3403.00; 1799.78
- 84; 3486.00; 1800.70
- 85; 3570.00; 1884.10
- 86; 3655.00; 1954.98
- 87; 3741.00; 1964.98
- 88; 3828.00; 2012.42
- 89; 3916.00; 2011.72
- 90; 4005.00; 2080.66
- 91; 4095.00; 2147.18
- 92; 4186.00; 2161.90
- 93; 4278.00; 2216.44
- 94; 4371.00; 2290.34
- 95; 4465.00; 2347.26
- 96; 4560.00; 2389.54
- 97; 4656.00; 2413.08
- 98; 4753.00; 2483.92
- 99; 4851.00; 2523.12
-100; 4950.00; 2608.62
+ 47; 1081.00;  587.18
+ 48; 1128.00;  606.10
+ 49; 1176.00;  631.00
+ 50; 1225.00;  669.22
+ 51; 1275.00;  687.82
+ 52; 1326.00;  716.20
+ 53; 1378.00;  744.82
+ 54; 1431.00;  779.66
+ 55; 1485.00;  784.60
+ 56; 1540.00;  817.60
+ 57; 1596.00;  841.68
+ 58; 1653.00;  884.94
+ 59; 1711.00;  911.00
+ 60; 1770.00;  952.36
+ 61; 1830.00;  969.26
+ 62; 1891.00; 1016.92
+ 63; 1953.00; 1033.92
+ 64; 2016.00; 1061.48
+ 65; 2080.00; 1082.60
+ 66; 2145.00; 1148.86
+ 67; 2211.00; 1151.72
+ 68; 2278.00; 1189.32
+ 69; 2346.00; 1247.46
+ 70; 2415.00; 1249.00
+ 71; 2485.00; 1312.82
+ 72; 2556.00; 1338.22
+ 73; 2628.00; 1382.14
+ 74; 2701.00; 1416.98
+ 75; 2775.00; 1463.36
+ 76; 2850.00; 1515.78
+ 77; 2926.00; 1552.44
+ 78; 3003.00; 1592.64
+ 79; 3081.00; 1626.36
+ 80; 3160.00; 1655.74
+ 81; 3240.00; 1672.96
+ 82; 3321.00; 1740.14
+ 83; 3403.00; 1761.00
+ 84; 3486.00; 1806.66
+ 85; 3570.00; 1870.12
+ 86; 3655.00; 1906.36
+ 87; 3741.00; 1950.14
+ 88; 3828.00; 2011.50
+ 89; 3916.00; 2083.56
+ 90; 4005.00; 2085.50
+ 91; 4095.00; 2159.10
+ 92; 4186.00; 2186.72
+ 93; 4278.00; 2220.78
+ 94; 4371.00; 2287.80
+ 95; 4465.00; 2303.56
+ 96; 4560.00; 2357.14
+ 97; 4656.00; 2434.12
+ 98; 4753.00; 2458.50
+ 99; 4851.00; 2548.74
+100; 4950.00; 2597.96
diff --git a/tp7/analyse_tris2.py b/tp7/analyse_tris2.py
index 99545ee..a20e9a2 100755
--- a/tp7/analyse_tris2.py
+++ b/tp7/analyse_tris2.py
@@ -41,7 +41,7 @@ def analyser_tri(tri: Callable[[list[T], Callable[[T, T], int]], NoneType],
         res += compare.counter
     return res / nbre_essais
 
-def tri_comp(l:list[T], comp: Callable[[T, T], int] = compare):
+def tri_sort(l:list[T], comp: Callable[[T, T], int] = compare):
     """à_remplacer_par_ce_que_fait_la_fonction
 
     Précondition : 
@@ -61,15 +61,13 @@ if (__name__ == '__main__'):
     TAILLE_MAX = 100
     c_select = [0.0] * (TAILLE_MAX + 1)
     c_insert = [0.0] * (TAILLE_MAX + 1)
-    # creating c_sort
     c_sort = [0.0] * (TAILLE_MAX +1)
     
     for t in range(TAILLE_MAX + 1):
         c_select[t] = analyser_tri(tri_select, 1, t)
         # inutile de moyenner pour le tri par sélection
         c_insert[t] = analyser_tri(tri_insert, NB_ESSAIS, t)
-        # for sorting
-        c_sort[t] = analyser_tri(tri_comp, NB_ESSAIS, t)
+        c_sort[t] = analyser_tri(tri_sort, NB_ESSAIS, t)
 
     # Sauvegarde des données calculées dans un fichier au format CSV
     prem_ligne = 'taille;"tri séléction";"tri insertion"\n'
diff --git a/tp7/tp_tris.py b/tp7/tp_tris.py
index 2ebd7f2..f462be5 100644
--- a/tp7/tp_tris.py
+++ b/tp7/tp_tris.py
@@ -4,6 +4,10 @@ import matplotlib.pyplot as plt
 from analyse_tris import tri_select
 from math import sqrt
 from analyse_tris import analyser_tri
+from typing import Callable
+from compare import compare
+from ap_decorators import count
+from tris import *
 
 
 # Préliminaires
@@ -20,29 +24,25 @@ def liste_alea(n: int) -> list[int]:
     return l
 
 # Évaluation expérimentale de la complexité en temps
-TAILLE_MAX = 100
-L = []
-T = []
+compare = count(compare)
 
-for t in range(1, TAILLE_MAX + 1):
-    rlist = liste_alea(t)
-    time = timeit.timeit(stmt='tri_select(l)', setup='from __main__ import tri_select, l', globals={'l': rlist}, number=5000)
-    L.append(t)
-    times.append(time)
-    
-plt.plot(lengths, times, label='Selection Sort')
-plt.xlabel('Length of List')
-plt.ylabel('Time (s)')
-plt.title('Selection Sort Execution Time')
-plt.legend()
-plt.grid(True)
-plt.show()
-
-#3
-import timeit
-import matplotlib.pyplot as plt
-import random
-from analyse_tris import tri_insert
+def analyser_tri(tri: Callable[[list[T], Callable[[T, T], int]], NoneType],
+                 nbre_essais: int,
+                 taille: int) -> float:
+    """
+    renvoie: le nombre moyen de comparaisons effectuées par l'algo tri
+         pour trier des listes de taille t, la moyenne étant calculée
+         sur n listes aléatoires.
+    précondition: n > 0, t >= 0, la fonc
+    """
+    res = 0
+    for i in range(nbre_essais):
+        compare.counter = 0
+        l = [k for k in range(taille)]
+        shuffle(l)
+        tri(l, compare)
+        res += compare.counter
+    return res / nbre_essais
 
 Nmax = 100
 number = 5000
@@ -80,8 +80,3 @@ plt.legend()
 plt.grid(True)
 plt.show()
 
-
-
-
-
-
diff --git a/tp7/tris_nbcomp.png b/tp7/tris_nbcomp.png
index 3e52e860b335799ae2fd9407a50e764bd12939b8..3444c0510f572535f2bbb8a4b2586e44b2c6835c 100644
GIT binary patch
literal 29549
zcmeAS@N?(olHy`uVBq!ia0y~yU}|7sV0^&A#=yW}dhyN^1_lPp64!{5;QX|b^2DN4
z2H(Vzf}H%4oXjMJvecsD%=|oKJyShH9fgdNl7eC@ef?ax0=@jAbp0ENpY}2^FmM)l
zL>4nJ@F#*W;|lxbnG6g?w>(`OLn`LHy;~U*a`iX+hx2DPDDx~j)UaUDB<USVT|1w)
zY0k`zk~(P~6n!VCI8!+Kj@H&qMJJcUM`bLnTRWx5@%OA9-79CzYI16tp|nHc_0PYC
zXQxKq&_84FxpIHp=R-S-pWU-AU-A3HoX>L>3pjBI2nq^LJR30UH%muHN5_gXLk1Nk
zC8bS<JPe&39UVD5%nnLQN=nj)876debeuS5F!H25(zsd|IrZP&T|T>}{{Ft&i`(<>
zN7+6<)zQ=AvbXB%nOZ3|O%W~^clX)9O>(?^e0W5-Sc8Is&eUqTgm9KUvtv}so;+c~
zg71Ikmfv%%sj(@0du!?Ty}7rysonp7GkyNm8#@J0=DxVF(8I%{p})U>r+;gQRwJXr
z#523f->>_=CvdS_fYwyE+q`#o7PIT==`CezyXL^rxV!xQp_?~v-dXOn^uk}cu#m-W
zy%$ylE|#)UR$9gRhDpt+d0*{sB@GRZ{eQnnSABWGC@wB;^ZicorR=uY1M}<uSz496
zXsG)7>fqV4ylbPkAIo09SMB!CB}<k#EDU(i%x`z#(a~-}0RfN_MH3T|-{0Sx|C|@R
z+;3t1|9=IgrLK$JdJPf}vE12N?7qI&Y2kquPT>tTKZ~|xUS{j->-+I)^?C+|=jY}g
zUJ<zX!PBR#?(Xg&srhxkGF#7?tE;moAMbN*X5$T5A7{%WXCsk*exB*gZC1xM_4JOZ
z&#!6fleIo{^QNSnoZO3hd#$(S++1`$?cyTWjJvx`Wn^U^K7HDnKEGBhGc&X5_odqB
zoSd95E-q%DGk5OAHIc?^A~&-!eE59cesS^ha|MNkjs*n<j~+exa!+1XmbcZZG5L7k
z!;Qz~ns@KEzLI4+ukx8>%-*Wd^>2TDeQlU=LE*=b9|vyUl+3-g<=~pg%>}=|<?b!p
z_3n?bx?jSD1&#&9#m@i#{bgjhy*>Z9a=#6ey}iAKrRBoZ)6*pE>umo0d@jGYcE&3v
zyRtVDhYlZJn*Hwe>+Xfl?XO}d?=F9z^zF?}4i1in=4NIo^Sqwv@pY2sd3P?{uHT$?
zRzOa!Z^sUcl6Q9`&z(C5^69=mpS<^$mA|`l@XO1~f&u~z>gwthRaHtVDlGTwe&=S!
z>reDeW}9%r=hEfNAI}({PdL^iIm0|(Zi?6C`u?NGjy+mBJ?_wvPT`LS+2tKphCEuo
z|DRJ(P|(if9X&lq!sBaOpFBx1$-cJc&bRq>zciz^=k+f2p3cN@ujaEakE9XH$&)7o
zR$mR;-PFVc;yym!e|$~k<_-Dx?e_eBw|hs$N2R(yAKmxX=H1&P`TzI*{~xYJ=Q}RG
zc;NJDZck57P=w4f$!y}c|05vP%eMc|CvG+0SuOSdezF%oJEQqkrd2?~uEyfq+uQBi
z?^SWf?k+p}e*gczcDbq(D{@Qw7VoahzP`>iBt+z1-S1or3yTLYE-tP*c&=N2U&mDK
z@T5a6oE-f8?p|J8Am_fhw^!P|U(WS#8}HI>l9G}?&e#8ImNZT~aQ;01{F+ak^Qzxj
zE?Kth(eL;Bk7uvn%eFPDcl-T1>BH^($6L9@AH06Oy4<hd?w5vJk3^$*Tm|EDzqyBI
z=kM!WvP4D3qJZJsw{Hwv9N$k+bT&vmC9-4Ju1DwX{~tNj%3b*3f#c$Z96x{llrYPg
z@g-JFOpJ-)+<g1~3l{=x{{Q(Lu==Wpr{}>(N4qa>PWPW<QRrkfZQ<?h`N<CsG;(lo
z99TZTjw?SuKP4qa!Ol+3JpbO6-+blo?sVSVoW3}GecX@7{q_dw=VVk=R1_2y8T<PB
zF4^_V+xKN&UY2-mP2`7f-;RmL*EFtJp|K_BrqJH%?`#Y{bFD<<>;IbGtNk8Z^6Cob
z_Wb+DPEJ-Ye0yuF(f(wm*{U5Y+<GOA-FEES^(y!E<>mbh3T5x^WM0|lKi_VV|9rbk
zpE-rqIQaSdwPb(qd_GTDYpU0hB}=B<)U&jVWDq!b@Zh2i8v<_CeR$x==uq?f?e?nq
z><vF&EbjmE?c=@b_nZt#@9*usWX9mMHmv*g_4Ti}@^W(v*VWZ2SzAZv|8C(FZkarJ
za^UYt+j4J*J^T3l%uMCeg>}E*nln1=`S<Jf(ruQtzqT+a#8tgi-TRiEPey>@2&iDn
zy<GdeonL<1w%FZezAHks9=>^_^Y7p9{LJd4q(ux0cK?1PXWpJ;S<J%l@s#%Z7qZ!R
zca<_VMC>kGd$L$ZPfv`Ml{M-7JX@v)i@HBMzRY^J`_HG-`rdzgRKFK~eB{dL@aOyf
z|5M|lH>dS7C`_6>xmCbP#;zuUL14CdzFuj4VPPRtL&TPhiTA#JeSMvqA?fL<sh74b
z^PSD5uC5L;ATv5IZ{3G4Uql`s@1MSnm6f&g;o<h_KP@|6$dxe)&-DEJ>+8k!@%xKz
z->v`ucSqr4wt02GGC_8lzG~7w{p#xKz=(*BWxlh+R{XuN(0O6d$|cX=-rmm65VNP^
z;)=H~E-wB$uV2cPi$OqMe*N~n@%!sm#P8qt<<GmjyKn3)R+p>&61Zc>js+Vw1XO|Y
zY5Dtmx?6AWeDcrRdSA@(o7-}w86G^H9<TR3MoC%u>$dy#|NmxOUdCJY?#{~XcaI-u
zkKI)=ab9&*)uGd;xn-@(uAKg|HS;o?!_jrWI|P*z($klh-_?)V(Ga-U&2jNXhowOW
z@7<HD{q=>BVUAtxt&I8o_WyQV+;--S&z=v5xIcXV-adD(?3=f5m)=(n{(T|y<|frw
z*Vp&YG)_<Y`RS>e@zq^AOCFY1e>$oD@YSoVlDk%AZ#vX`XL+2TJ7-S8{o3y@W9R>V
zzhD0Lw%o&@vZnfb-jip~rd9R195HNgNejNX>SRX;N6pWt(?P|LT>YQIipt7`(cANG
z?5o}V=J}Ncj?8<X@5-|{JbUHbxpM=fd)=5B++y?E=6}AmHCsbR=ZO0J8m8*%>b=J&
zC^|DNIHU0W*4FG)x%hRDWA;{wYE3<rvA^xO!B<Jf1J|!#e-TwtRVB5xxS+t`*1HD}
z7#yUJNEzA4-`#pa_Vu;3(J!v97Uz?(Xehs5E55t@{jr74?HdXoyD=QQzqGrX`_A3F
zU$=>hizi=L;CN$4p>o=p8I5zT%O5>B*c@~qCahp-*y@ex=jBS?+z?#9_nXwMt=a7H
z@$qM78nd&qvNF7@ZEriO%+<;y)qCv4F3Gy<4d2Q)KdG$w^YQo$%VIUN{Chp@@-+hU
z=FJ0@q37mWhrik>bknGhQN>8O)hY1dw*NoR*MFG*{|`GT|L5=j+h$q(Ou@!RCjI=p
zwFPDVeyy#oJIdb9y4P!|tjyf-@$9V+#n;xy%WF;L5)>3%ns%LuiOI{hteK7Xl+C`F
z<C#}h2zGUKO_(?_Fl)m)>$<8ct3QAKe2Lp#^K;X^AND&_Qc@NaK0bD-_;B{d?CW|l
z`)VY2m%pF3sg9wiOS{D9uiQMFN}=QZ^6ox9JjZ$@m2>~UUcX<fr0?LtgB`uStpZH-
ze?GD&B_)0Mc02#@&6|>&)6P!XcX)O9`d6%tP8=Z9v#+lcwes^^w{G1G>vFwk=jL{6
zhp+Rvd7xdsPNM$b&-A6=-BaGqU{qP<91|P+@q#n|!>`xl-RtV?{N`GvZYz%5o;Ua2
z=lp#?*%(gEJ#y>lQC5Dt9}0c4)@|S3-d0voIr1V=>+#~x51RR>Ro3k6Tdb}1^Uvq=
z-nolkABx{yw)WmP=XSn_UtV4ga$P%z$Nqa8uXI2}ghp(6tV8&w4km`MH4%XilTU2q
zzgq`tR;hYVJ8<|gvwOcBE5plO5^>w*>wYk9&%eL!Tj}R--`rACR6qs59LwTkE3D>r
z%wSa6RFQnVuXXcgW4Ve4j6Z(-P*7H8{`~xWd(>Jz^I#!S(bo0*esMiNKYzMu@QViz
z8bDR*_Po1J*Vn}^)q2n_SH)pl{Y~flU-{ZEf>qz%bjIzidU#Yk-eq&z*@Dl{eE)pC
z9{=Oxars`YP;V)d41uce?|LPT(;j?#dz*uk^B}0!UBCZd)V0T7UR~uD6cnuZez&~v
z=_%2c_V&XUFA5&-lWp$q=2r8Y(-F2dD)G*a!XHm2`!5L50tK^Y=z)L#{#87k8m?95
zsGa!uSnr0-n-3poWL~QEfKS#c;Yf!dLxY@c)q=XezbYQKii2vi8@F#K-`!PeQTL~!
zwg2L-((El67nwGvooy0enm2DA$fepQZyqe4Uw0^der?;s!|jVJKR*+2N_c#%7gTt%
z@yT#7NLUmo96EH!p!k{3lP6CeG_uQ0Sk+)%`l_X)qr)qHdfwe#iZ(VfZ*OmR|NHA}
z;jb^5HGjWe=iudCdu30X%eE#)g^8`NudWtPN=n+0c$h6EHFaU);kFkyH>>}9|Nr0m
zJDe5WU0neoAuNh5Yo4d%=l9RA`^7m~&G*pm_xrfh)6;uot;OE&|6kX7@BX&jXc^lo
zk@tH(^WCd>%$t&ycIfb7=ElaxOF#Bp(wOR%b8{1G@N&PSi(I=W%%9)SE?2=2y*<zM
z^|iIB)_e=*K3-S+{9MG|D$}H-qz7-_^lZz${p#$&A3vYZU+mf~29mJ*`z3hA)htje
z`SbJh`o@PNLZ!{~TuMqz?Ee2L))3*c`Sam$#IBN+CV3kio7q5G4Rddq*nB=?Tu@qi
zRJq@#>Few3pti86RomXZwxC9v&paE+$H)6YWi=a*M1!n#*$dI+8A1{g9Q^$JI#F9V
zrt8PIH8(RyZOvMGeeRk7jSZEb(_Gx$lh4jFt$4rp`-KgO&Mq!43HSC?y3IV^_2T+^
z`E5Bjn^e80JvcYlI^)g`!+EveBKQ3J^?K?(@rk+t96R6hxVWh7e(@sX%v@{n@bz(P
zCvI$YNr|>#L+w|-VNwHkKhH1-2?`3{lwfOcadB}mYhzRZ^;3Hj89ZEETvC!P1WQas
z#Kj+fdV0E`xOnxIUF$%?c1|33_EZY*+qW-3E7w^37{dlBz4(1R_4W0|^VtLi1w$RP
zvb6sE`E#aLD(xV{2B|xD?l5H3H{Q8>_iT-si;GK$prxhdhwtB~zk9r`gE7JM#je`B
zckfDqoO0E0n@!DWGwXfeUa<sPueg9GfmhgR!G;Y2uCA`n>_m-}r+TqkTU*bT%Xe~d
znbyphz<cWadH1R+t9N&HCcg_-<bLqz5tF>UyoH6ujNc)kj<q4f8pWeWk9zp|wRtUV
zTEAXjMn-1F-;IGz98aD<fBfp|Y7aj@w}gZRXZ>uvTwJCde8hAB5}4unv$t<IH!?C}
z$jDz-{QTU}Q&Y7kPMzACcX!vr%l`JRyUX4#`Bqt3Im52jYTw^)(NCT|TU7u5-;Xz&
z&wo*?K6C2Sp(UP^H>92xV>qxO@$iR}>hljAKI}a0{KWb5`yV|@`tkes;iE@gr_~1C
zefs7NPjz*5%$^FtpFe*V6crhL*Ax_-$h-N3iOcS?w-e^g)3f!PW1+ZrTgF8towz*`
zr>E&2Ug+Gu;9`bB!2^dodn$voj8jjE<lNfAxpCvh8@tQ(^X~3y{qUh+Z(+q^w_c~D
zB&A1>9tntxw;wqIiuM!#B4@l*l>MhCAUJX9h8;W#3^#7xbX<H<B3Ilg;pL^J6@R~8
z|9B(0pOInTuUFa?)zyz@=kGiC<KyFrbLaM6T^;`T_4@tC8W@=w7_zUgYu&%!zU<A7
z#tj<`=GfIr6&4oW*k5nItMoM+L&VlBQ732T!e?hBw`5&i_03MlGw;rh#(ukB9FLFn
zHiJ9m?HwH_vLaKw9^Khl{Nd|YR|f}%c~!48V|ElUGEA5=r>Ccfheyi9BkT2x7aexB
zzY^~6t7T|VcJEuTV1dK>-u3JCo0^)Im~nD)g1S^6*ctBbE^m)oJMGqtNz<pd&zU2$
zw|#AQXXnJVw{47!gm&)SS#>bJq{PIk?2X3hf2S9LGvG5Rdp<$IiK-iRFl>n4p7&$_
z|KIkYhAhbWMn*;#7Q6Gu>@M?_Vt?`W?b`42CMB~N8yP)#@Sx$>*Vof;9y@*d^otvD
zadAP?!Ozam=ieHoYy0Q#-_>6ub$gu_YJ3)yl+64xZ=$mMqc=A<U$y(zE??JC_4QTa
zzdt{(-V2ZP;?}r)`7)@;zxrZhXUB?1mo7E@sCer?Y5vht#_4-F+1c5ZO-w{|qqZCX
z^(^1r-OX$ex7(j1Ft2rOqIB@v)3?vRxw+Y}^i{~qoq2|t*%Rl@)B9Wf_t)2o*K4;I
zJUb(qIeYWw&2hh*nwTuCt)+9<cV%8)7FsQTH8JZ1qoCl-<FBqB*iq<EXt*GRNjsb=
zFz}h3_UoiVNeAb3>(+7b@g3V){CvsmEs4|gjE#d&ab=lEJ$e3ISzCMc8ME+pF@{#x
zuC5O6-PEmWX=Qcj?%mk;fzny8*DLh8DcfGjG8N%!1vjTZeE4vnjaT}@_WXDYOUuN!
zx3)elV|@PndGeta&JQ0yHcp-_Jj*nD+4QHU&z(EAqwq0kWTU*i{LAa>{Kxy{^*`HO
zUlZAEmV4{K$&;LGqqiSRpI^J|dsS4F6ey`wR8<|idR0_WQPHB{0Yg$!l0o^q7#aJz
zm{VEDjvQeyc*kT{_=x4#*VpXn>FFjJ7Z@HN>pi?Sdi#>=%F4=yH9rb!J{)BK@bRN#
zGaK)RPp9=4FIcePk@%dBj-Dk;?{fcRczgci<C&aOW*=p5sI08CsQqP9Q&S@#Ai&V;
z*8KMNcJK8dkDQ-p3+k9NEbyMLw_*GC>)Dg%&Fh=2?(dcB<m?Q}HqGq(Ub&!V?VC3_
zD|?ql?3K#6CGz6B|L@|jS)b>fKQq(VF!PcMC<i4bCO+Nv|HtG0jj5-_a&By3Og}g0
z;H|CMpdlEBTRpEYEOeeYabn}z=<SbAOjLexXQ%P6@9+CxUtd4_&iz%Pt3UjDz5emu
z@AnSByu92n|DMgBpU-APhK)c?oB4LN1wTKff-2AB{qo0qB#i@NVtOVjyC>b+l35k{
zOxeB9#Ol~w>vDsN4+&S+$IG|#$sQ`dU)wHgU6ydDg|q7IqsNa6|NW^va{Tz?)$8{;
z`S|pR1PBQRUY%oIuK(k*rWVt`U#D%JCvR<OooSXk>&D*d?K=t{Hr?1?zn_DjUpy}_
zPf1nPl|%7J6DxO1)LJoV^E?rCzc~W__J6m0`1lc2Q(Ur(t9Z!z@cDD~vNtyr`{Zo3
zetmtdZdLL^fs31asaZ2Szu4Q`+r>FKIh7O@9a-4fyFYyR;59e9tZW;D!luoed*e=@
zJuB+z>8WIHzP&5lspCqB;uJ5%hHCz)Uc2`$TN}CAZN=5Bmz70Dn-~<P>BUB+Svw1>
z`-%Mh^;P)j(W7qb-`?37ykqz7?%n0@U*+asT+|w|F{xF+sl&4PSqGo2mB;#@zkhe<
z@B8Vt{;&1>J<3kb&aDDYYa%u}?bx}qGyD3wnKtr=|Gs1pm~ECT<ixSD=&4uW{<_-2
z*VlAkew|<cFH&Qw*Tjhv6<Y+7&de}elzDks)&5|AyPr!WEQ?Y!!=2{c=TuV44wwGE
zZ_~T`+YUWC#;|PZ(uXgX&p&4W|4*}9uhhco@9#i`>@2ffE`}L~$!tZ%#UC$u>w5}2
z{{QuQeL->Y<Zl~OP72+)c{A}yhu|fb3x<Y<0V_j-W|zLcmUwB2XVBIU8xjw1$ho=c
z*53_JHD0e@AXFT6ebs~s6TG(e_w*b&(8zpoRj4+oY4q^n!%L?2MNc?DRSFxg)Qi39
z=H}wh&(Al%b^Yq<@QJf#b*)&T(Iaaeb}KF-f@5nGFN24VkIQnuxes2xjJ(;eW?B2o
z#H!>4LwI<2=51zvn}$b^lIB<zyGf~CSQl%(_r9jQy!>8E?aq!BpZ@&WlKk&j|Mh#H
zL$nf(a(%x0ea+OPtPLACZcN>`E<i&-R<`%Wix)w+Ei5e`PWHDus6M|YC`;Pk-+xW)
z?rp1<M`|-MZ*7kEW^2?Ey|8KN&vPqN0zw4mT9>;O6&Y>Iz1;>%!$&#<B@7Z6_Wl1?
zEg~*{`1o=5-R1Ais^+gOY(4rvt|N4H*h}As%nn>fo@jUoriw66y_1)ppZ_IlW8x7%
z7niAGqO2{gnZk0q(MCU3bBc*GT(Z6PDSX22-PUe>GM%7OzEgePfd>bh3;+HqEqQlG
zQc_ZK!{*JCkFicWdi%C?ueABGR&H^FsxKLnb8l_W@7Le=gX#MEc=MU8B?Sc+q6Lpl
z*_M0z(dza44!ym-eQCq@@AvE5gH|4?{eCz6AG?~;A}??6%in5P*|Odj?_$5o)2+|6
zu{1Ey!K-T<mxb!mcT*4QM{Z)-xN+l;&*$w6zrBg9`F^+jLWT*b0B&Gp7LbzadU&|~
z@$~pQM=vif&={fly$a@betEN<`$5f~`S$Xl&d#}cw%wp{*|W1uBlc7nGCX*>e14nT
z;)5R^9{%|I{r<;?TDgBbY?q%fVFCj~#<ew)lO|7|IAcZ!XbiHlveNCigl(0{oH=t0
z(#}ZCv8fdL`0?Wmi$c(R$Eh_!>Pm}NZQRo29({me1K)?w%)h>^on6m)b#*vDx452*
zhX=>5vbSARrikR+-6iU^REVpU3Dm5Ae{b){JH_W8?)&}jaIn8^>y#-|f|%DnpI<K*
zU-OYQDJe-nMyAKE_LqX18XF@cBf}QSeev~wMdRY)B#crxnwpz8CLCm1*$wIh9e;4J
z`Qw9T{zZX{-F|$#o!{H{@X@2D_`090*Vo6pUtbsd@rbbhg8Kje#LV5MbexbXxF!BM
zfJ3omr~jgLr%s-1j9TkfR<`ZpoQCrE_gssLjF_019z1!Hvdmb;`w%GSCV%{R>&*O>
zZ)<;FJ7aiySN(0SG|-&SiJTJFe$|<~A6yiJO!jQPC~EU6?dq!4to^0Ds~b8yI!>&y
zc<cQ(8Qd1%daB@*c*Es=SIo*7g#`rz*FK!0KdlkmT))cY_cO^-0@QpCT&t1YTfHh4
zJgc-Ktl*UR>4V@Ir7YIvH5+Ak7*<As`acgJ2EKZ&si_&DA>!fVvu11Ys-6=kJb2{o
z?%Y}K=#p~v(xolh)k~IM{cHMeEi1FbBn^=+Bl(FFC%V0tv@B9NH_tZumEGUJe<#kH
z2Wodo*?j&qRji}#%SHE&&Q8PAmV$yenSw+2msa*xXCJI&@SH@T4WjS4G{|xB#S`_L
zrcRhYKmJvA*4ABO=UX~XY?~7HRa)%WgY$Q0Fs|YDdUh^*g4^PWa#>rYxLTd6>b}2=
zt*EF-INZkj;`Vm^IdkT0D0_R$tDN!uy}i<0txVSC??CA%CME{dWZUcT`Nzk{6(0_=
zKYaF#t-QRv<mDw+&|qiW{q6bkRo~z7rl+U>`29Qi(h|=dwZFH0soI=&_QSi~@0E;<
zgtE3ufhJNM92giD1TXgs&=7g?`#sm=w%7xp7QacR(4IYe9z1!{GS9a9(S?Q1mtKon
z)+;GpO1irKX%a)mOP!o!XFx-9mzH>f+6#vc9a^<#{`L5JS^2sjihS~RJl59MkV&J(
z?)`1^=gafSTD2&<_a$6g6S-mgc6Nq27KKcSiHQ|&HXi?QT)sZx@2{_*X1$uvj0M~O
zf4^TZ@95}gQS^iZG)6CDQz5{xA^AAplI6>jA0O*gJD+{5M-r4jKU@uufB53!;*6V{
zR1Y0GRPguLSFZW?f`XYFUtMqFT(#-Vn;b@ml=O7zz0+pT)}AzJl1pA*-c|kyv$R@*
zG+7GXFAU1uetm;!_B9Srqt@TgPmJNnrKR4dbJ9J&?@K=3$En!T(cdr5aHLPxdWo6+
z|38}<6k@f_&CLacg_Dcw1qB6@?(8V6y8Z9_{{NgygEaT<&%C@W>BonMsq@;;%`i+p
zqTFwz)FSZc+S=$t_wL25iQev4WovIA|Kr!MF4u0c&>w%il~2EC5e$_5d{q2a^z?UP
z-;Rnuvs=9B{rzoCk`CT!jXOV2m>>}O?ef0b>X-NJ?CcmC&YbaKIB;cU@W(%&&nF*f
zV2s$1z<6%Hz5Z6)q9+_lNlBoIv6q5kVr`EeC8?;ZhrhNtKi|H;sfo$v!vW??X4Tcz
zck2KDwW$47(t3V=N5{LwtLsyf7&1=k7?i(z^-Ak>T}kY&hHbwj7`p!RmMvbqxbW2#
zO&(b*k=<o)oo;W--I#e<ZRJ@|S82u!4ck6>`@Z7m=N7tli(R$yS8TcWbIP5(9c$No
zR#)1Tx~y&O=2zE088B=~F|$d2R{Q;Kdw5(W>;8YgwB@Sb7_I@$wq4j+oIb~@luI{y
zn@N?0g~gOz_II;gU0s)MyZAO4G$XLBsfkI(u0|sF)|QDcCkqNj>T^qP^Gi)&$atBf
zQ$BC@>~2nBwS@2Q?t;d3>;C^Om$54G;5v|YZcb-Q3(KBApH6%D_#D|;{2bI%^_gR_
z@yy?<%F2T`Z%P&x7Vao|$^~jq-2%<b92Jj0vU>f#t{popR8&<H-`v=^qxd=BqBVbZ
z2@8gXX9n-P@_|Jx#B~n)2E7lTH+Qa)UohAF!>z5^72j^AgGRkfa&8Fp+kTUHc5W`W
zgY~z(^Yd&${mhH2!}U27FD!E9?vb(Fbms4^n>Qam?zca7JAZ#KX#Q$%)z?Gs?(Xir
zr5mw<;pow$9UUD9&dxR$6cPd#*<W8@U*Fm9?UG`8N@`o4^7ai@u8Jkh^H*FdDk@qK
zwtC{+xxD4&<$JHcySKOd$&(Zo7M24iPoDHi_n6kQU)Uw(?4?Uv?(S1<c9`mQyD~MC
zF(LAMe)K`T1SKV<Rc6w1+v3zWa?j}K=vbwr>wEjJw8RS8WpZN6-hRuyIqBehRY*x4
zx~b~x-b4ILgJv`KbR|6q7vBKZqSYI^zf>ALps~t?J7!H6X!02}STc)MFU)o70dO%5
zQPk}KS|Z>T@in>}yi8ybm!{>@ZoM0u7am=;hHG~NtPoFpcUeJck<_-Ttz}F5>;7)B
z4_|NgT{5uLfI+1bqpP{KZe8u~Z%3zS250@<;o`EbBY0ngd>P|p6<gcbU*CUyef{xT
zbpFFLGmS5qrKhLw{l?15T2NMIb}Mc&7Z+DTetvxRab=}No0iuke$T&qgh#>CM5^~o
z!0M|38X}iIgJ#JOA7+*|%W=5BulC`SCoNmEuTQ(pI%od;eokSv1ILfE`}z5Sng-9#
z&)45u_wtge&8HK}E5g^y-MM?$FzE<K%+4a$DqAZnDOu~XBh%ySI-i}L4H^|qKGt(^
zo^ADqi|+ECH&0HPGDT{Sk&DZ=UXbh47_uh{FqLz?yYj0r_D$@90F9KJ*U!u}{`jz6
zKI!Z%(}I$cBcKu2wBP;q|0JTf<s1ZcI+u6~FIl!s$<$P|;ae4tyq(Otb?a_yPUq+1
z<_0yI6Q7)z2<oM5>EHkF7q_%o&H;Y=KMYg7T9^6G1`SGZaB&^Foxh)#A>+!5i8}N9
zJ34w^E~}BWkDLAT@f7`1dFBIACCeZ1y*j%-{Ppp@roY8vWMfiqUZ0{F{NYA&f9Q_C
zOTDKHNJw<dv#oYo7_cDo^0G_W)@5%F$k+dAeDWma$M4_F4Ez55%HEQFov)ow7Bu+G
zn6bGdzW(plxCzf6JYWzP7tb(}inJ3K6qMAC{CZk5ehv5ThLu51PEJ}^?Tn0sIy*Zv
zuC5YQ^PRP1x}i<&FOxri|1N#N&v0v7E;m0v{~Wv8s9V>zWCo}G=;+9rxpGy!z5Rmx
zc((d$4Uz|<o+Q0*ir$<*^XZPF!qT-dY8#86pY!nZJGL$NHmFYNkuYRpX5%^V{eC^a
zV#~>OnTOv_wN(=o4E4_p-Jh7q^KT6+^MR-(0U9Z<yViPx;<o6CM~{r9kiX4G7B+sl
zp4ZpcFV4NaZAZyVp`hU4r8)^gK|-50Z@#$9cec^@mk%B^ELybamPM_S((J>l;$I(U
zn2>d4lB)NE$B&!)WUZZ6hCJH+eqXcO;>PxNcF>6Gx3{;Gzr45@v8!Zd2+O7A{_~4=
z&zfzT-Nww$r=Y6J`t{Y-=H<)Pr?jbNxwwR=?pk$!lB2@vy0zTzXM`+%b#--nE4Mgk
znm=}TnX8u<*S5U7TuXyETb&xu&Ng3M_xIO}ySvRn);v2qJNfUguTS5V|N8PWU}Z?g
z?QObJrdciC)Ag<%TCS+HiFenk_^DpM=Y;OR=C0Tx@XW4rmzKIZd)8K|n>TM3l$T$x
ze*5n3ZqV4Gg9F2yIdjgGw553duy%BrcIJxJ{>;p4kzb>){k<J#!0h4TlJeLq`uX(G
z{nxrd?YoJ*kFEA^>x3}1S3jD*MjTv<NFOV$%N2$)yW(#jsbt8O=w9R5zMtDA#dF8G
z^|{Gx8`^H%zRk=48V!ABtmwV)ckG3~c>;nnxv&3JO=HOJ@LJl`-p+1hY|O}@r>CcO
zeXr_k^_By3t;;9OoXN@0&%dJNua1jL+JVwK&IE>t#U@g`3?7aOH_iC@`Cpbdb)1OV
zaZaC+har24)53=Se*Qgs_5=h3B)q$<XuN6r_Vj1{9Xd?cf2tlh#C+iA=jV^NUXMHc
z<mBXyB`<>*ZoS*Gv-o+^(^FGVoI2&SJ@4*^m&@lbirrmy>G!8kpA2e$m4IfwPn<pL
z`v2eGk2lljA6$QAzFA~s<P4Kcp=~)gnHVI@awP12J`t{{s5tS@GDJ%>|DTIXieO3T
z{>R6&jqBI^+UhG7%~JH@g5sK(okDMKZ@+$fAE^VTBBG+6xo*8utw)Zy965SaQBRMr
zvlBEly<+QmcNdowJy2hZOF(}8UrEu_cgBmN)O9YLoo()#kgxzWQ~Kia^8Oh%m74^d
zIvzbrT6i%7G|I7LTlxEYqFGy`bmI5La3~(>l{RnLyLWF#Z|~GwfBt^I@3b-mRH-Vq
z2zYvWGBtokO0K9WDmpR<fF|Ht&l_7?M>7cAym|BL&mAr<E~Z+hp&hZix7c@n&sS{O
zaDwN-Y5n~@3!U4O4m2=U-JU#oGH7(jv6;>Dwv4Ro#pV9;Z*FhrXDE1bLQq6R<i*yH
zU%$Er1WW)~!I-sG>h7-6$+t@0-;>SS8kObj;*!Ga<NMPor7)QxIXSuT%Zor6tCABh
zw)XV!Ff?r6zWrWVetv$;o{GS%#}B{*pwe3}?zLA|W{!)CbNl`M)2B(0k=H$YY+hFS
z`T4QhiwX(`zI{AJKSZkg6vMJ*%aT4lIT^9LOn1(lIbONx7W3x`EV^U)jpz1^toVC%
zNCT*+ZPWw>Ct6N5ead~)tecCWU&gZO%o!h0E559(3^W@CswO@jmp^>&oZqQGl4&oE
zjE$FGH<9A~^!f9|sZ&GKW^0G9laT%Y>gsB@n@1<5ouAkH=1tDaiL+)!tv&DU;u12s
zBzWJHBbxCX8#XX(sQ>@ZqVN%mkg)JlcMlH^w|=?aBS&0J^6$w=^|IaGo<IHG<oWaa
zZL7a6aPOC6XwZw@b>QB;xb?nORaSoUY&5rW^76Wtm6`F$*=TIFEO@}MY4hf#X3H#~
zqoR&3E-5QZg7>{hQ+hl_e@Sv+GQ-_FcLYR4mTW(J^{ObZl*xo`{xgkOKR-L`oRFZv
z#LNsDy4$g1N5YjAfeZ{=qk31Y(D0dU#>*>Z(y)BF`ZE9deGeWatX#3gcea^?O@+a+
zKG|+j?Jx$0W4+StA3hX-#@og04Fv@!{sA>{_BS@((u_NFXv^Jwppgq@-AJYbi{1MV
z-Mc4u@Zdp)hX4P*?~mA=#(Qg9Zug5985R~6CkiDP4)jPGPnbQsdwN`z=PZt2*W>G3
zXV0E}CGF%SRZ#eM2r4h>T#%fU^hGT>ZhM}rn(r)?P;P!{GoI7abSJ;H>Fnq@llb*j
zb*sGBQZr@=(W3|Yzi74yEZSxL^43=Ew6n8XkIUD~i0j2T>@Iuz;l<*9P*+OAs$|8M
zuJ)}bVLffL-OZgHC*EATv?X}2gx=?AlMXR#P`S51Rf@Ud+nY$xJU_#SyXE&6mcPIE
z<Js(d0b${0`MMvDea-@cf`OJ1U%f?Dy%{uG96s*fUkIvqK?@WZ{{8#+<N5shCl)M%
zf`U_<L-&USZenRrR8$1b(SH1TJwEyTJX;B?5)Fp8r({!oS39}5xO_^ysvkN<$5p|5
zy57+j7Z-1={G0}wiOcx;e!kTG`v0{vFRudG`E|;gA74KwU)2xo(Q#E+y0iMbUWk_H
zo40SXUkRigbzI`&lH#{C^iR;uivQCr8P1$P@1B;n%tS6=x#wiHBH2TWK8Sa8bew4w
z-5+}V_jaGy1L^1IxrT&@e0zI)`S#fD+wuYfC(5)dDk&|hpBnn{G{b~b%H9k==Kuf0
zURGB2<K^=C4<0{eZgo;Tp4ZvYu|i~5SNvff1?{?(N-3NS!otFZPfiGK$-5iXcUMqQ
zFi_J=taeQdXOH~)vwt=|ny%$MjbTIX?QL`3_jh!xXq&0^%fmDAsD9`?9an|jWp58j
z=kIB({QOMO!s5n?SJ$K1BZ>qx1qH8)iPfHH|DHe7sDYV{hk@bC`}^_v*5F3%lY@)+
zCr#F2OsJ{ZBeNUi=%5WRnxCk6Gu&A2FK<}}n(SP9LHF~qMf{VRbr=;G?(8UJULC&v
z*vrey7Y1lt*p?d&>L&-RzFH*P)X{NbS;0*6RhnLwWko+eB!Z^5y{G9M{QCO($Mg38
z6FxpVnsIRvD`>#@xFTqg?WtE+Z!PMFG?cI9eFu#-rG9X~s_ZRVus&|@g-xm6YofMt
zm6hFEl9ZUJIIsR+C1~1d|KD%XTm7#HZS3mk=*VKyuFDpCf8QvLA^qGOP1bsbg!J@w
zN#nE!A08eqk^#9XZA$1zZx!}PCWrF!@|ayECo`(Evb65pxdTpJ6VF}<{WI-IS3D>f
z9-Nq{EGR14`t|j7Wm8kp%*@P=-rl31&)fGepI;XRPO>+7Vvnx(T3UOqD}K^!ozMgF
zH6Iv7xL85cz9OJSaBtqe{rIR`Kj~l-E5!O&Q`h`TJ*t0IC9=z*<lUW}&7Ys2cjjoE
zrW<|e=uy{ovC%4gN~%gqJ7+{aH`h9KCp~p8INe=2dGh4Jb+NlItP0iMl6l$f-Q8%O
ze@udc6J;X4M(?ipKP{8zL5HC7hMb#53=VmDdQMJG21!Raw&dTJv;Xs<S*Be<NoiBm
znqNzAsd+Q}xShX$Vfgwuh6dl+W{w<<(&l*&K%KbV@AqkgqhgKN>bjNNP6{!krKcah
zd|8+QG#LrX{d#(Oplo(-uC+R{!XVZ+@89>gw6K7dW$NkiZQQt#p<&G$9Scj#lZ6~g
zN=mB_mDZh{lfucc+-GLf#l`N6<Mvi%+}fh~>)TsyhufwyGBP?4^V~8;_t(|&{8>?U
zB8;`>$A`ov%a$cQIM4{{iZDEQKEJ-Ly`3GjJj9YOu`t5b#l>an(XRN<kN-w5<56H}
zX=zbVQE|z?ePN;V(_6NJf)hhERzI4~sBm?f7JCC|`GNKOJ<Q?Z;XZS%ww~G6Ev~=r
zRbod+$C|EnkFFaqpXiET<r~V!&@XG<*3`uG^8V654Ute=7D2&@S2ZHPY%EeWsM}-q
z`FK~nQM(p<!^e*w)&BdsxVZfC5v^UaWW%HBXO_E7YuYR-<KpGw@-*>c`_qSiqmL;~
z0IizY{eIu!rQXvg%%8vh`>kWW(od~;1O)@<9$Lh|$z{_T79nZrZqS+tPfyPqTQY^Y
zxVR=vnbH!wyUcNI*lAD@F0$%8y=S88Bvpnv=J|5dbRwHTYccrv_&}=;3x0jc1U3DA
zXPHcVEa2keQYtjPQrTPOw1h)=csOW8;_NI_=fiEhg7WhH4<00d=B@tz`s!R&wM*uC
zR-r{(Lq~^?Vazk%?Y*w@(;C5L!@PO(c2s^=V*ssavZ(x|!tmf&uk?=M=Y8O`v`RQ^
z{WY=LFRz#X-C4D@Z1;Tm3)}UZ?KkmkVrc-40epLVn~_1;t>?g#lame0-bC2^{c`!m
z{r&sFnm1KsW`18*&A7$>c>nc0^-U_9LKyX<xABy}zsJgOW}dC|w{PEW>@L>_jjMp>
z!yq~5(Z)y9Uv*{mGwSH*9NAU+T0l&Ut=CQYdgWD48D|F<7uCXZ`*$^d&zIcQ@b=A{
z50AR_mGt%f`#viwDXl8Lbcx~aqKGv=mhN(xX4r6dSE+WfEoj&vJ2m19V}^0v$B(z>
z2L?W~u~xdABFX&YlDB^1tu2`z-rmmB^<p2qdbR3%)$ea_pIYz;3Qly@T>C;<)iwH~
zcgo5XP6qcr8BT^7CYh7A_$~}^;9zWZYFxBP$&wG$Itz^W;#fLWhcTh3XcM?VT@_q%
zdXJ=7ZNW_QO(mOH8hlHe<v?X$N8ZfsA0Ka>X)jhA5Uc3TuwwF*DWL9)qP=~5{_hQm
zho9JhtiCCs_Zd8=Q8?3lRdfm`gMQ4826y>d(45?aWB(X$6*e$fuubUbSaayr)$d()
zQ@nD&>1%mOe=+>9c$dqx%mg+6c|8pc3^6;4SoQSuEJ|OAfR>%Mw6uT*ogm@7X2%)n
zNa0AP1E3M7zu#_WTv;JF#Y=UHmnvvc)z8n*Ux%^@3kqHhO%44cbk%edOM|PcD>#2H
zNIcxOqvod(LvG=Tna1gm0yXlbR-Jd!QT?l-n^+ng9UVc7c^NXoStGY(2!ckq_JFLo
zw`V6fWf*bmeRjL%F->U#Xrg0#{(UwE&?0Nl5@%2qu)vXdP5k~iaLIesD%e$CQxg=W
z{)#24yN!0&{k3{^eZ77tQ}p6Fb7WRr%}Pm6KYaJ@-8;*jU0jU3yf3eNn{9Ej*o%vK
z|E|98`7?JlczgN!x<*Aw+1T2ywfdo~r1bjOBK}Qjn^+oJTU#qWpEX|?wi+~#Ym$3Q
zBx|cw{+^F)TwGjQTi2hr{|{PK)xLYT^_{zS1*N3Aa&K?*T+gj2AS=roA0KaFZM``E
z{yvM+S5xlUfjUfuk6b__YU|dm1NDn8@x1!7dDA8VK|#i?QM_BDdOJEe?(8UBeCm2b
zN5>lOZo3n+P6{#j%`jlp4qta<k!yFsn;V8Q)@3~1V!DT3U0rQh_~?k&+tcUI^K*;o
z9C&!Rz3|6}M9}nmzs;u(kte!QTR6JK^^a{zJzenPf?|e=6pxIBfO-DCDc=mSFFfH~
z>5iorHQ{lQfZ#+?NQJ-2%ZcsXyLU;iudQ{vy*=-))}6a|SMUA*>+9=o{e3^2M8w6p
zd)<`9bRrb?mVJL0yD)6^(N9lLw+cAj*-_|x<M!?D8#f|Wp1oiHUw4Yv(vI$KVJD7>
zQ>Lgebo~AO-8)xENQi~u<Ma9TVL$e4+Ps;SVdC7mv3L7DTwKHypdBdhyzc(%_uWdR
z-`{sSF^RFHsK{w^+S#6M=GoVH`1trj@8t&u3MM5d7yka1+tSviWN8VS&66<6m~iFT
z#fyTqzrGyYSNod*lwTbk9UJ4M<KyF5SXn(mb}tB9eQ|BH`AXmK@9r)PTfNlG#U&*g
zO9^LOpAwtG$q--nGj-4BbJizLpPsz!>C>kVK@<2boWfdr_Y150Er{D&1sdDp*53oF
zU>D}z-ge@|2?mCW>gv~9zkmBSE$;M*6QI2hudc6;Pm|Wy*I)d&s<P5E*XQKv)6RZ=
zefOF>I$qi7eRkXCHmwp|8_l&YKXm>)zpPaW1A~lxoy^alKVRJ6Zx1RUSH3;gD}DNI
z{OYi^6K2fl0M+H~@^uGh7$$E>KQH&P^zf@BMVFnT$J=s!w(95Ge|~=c_??}_r)}$%
zlvYKbTJ<CKS^t`eI*bcI^=kc}!o9iw{{0KRHy^a>?O$}7sE|+-sQOymZ+Ga-Ok>6j
z;|e=FyP)4^&iH6*ueg{2TFbX)jm}=3gtRoZsxL1Tx9%)@+I6vTecaxxDX}`4-`?Du
zVO6^7i;cSa@~HWfJ34fl*FCykaLzvL&!nxBR2gD6r}fJ0)|@K9R9RWc!NJksw)o(;
zx3@2@3|41wsH?O4_U2}DE4Mfk!>*E-Ox4xZIrsO;D!cVCFf3WV{PB~MlOwid2r?*`
zn26lGdDEiegTlN0|LYhIG%~YKm^)XOwG-T<yLfS<n!T2w;MGN2Ome^J8w5muw1(E>
zo60t^G!#|6-Fp4Q1!w+)_wUP_=ihV5$<Zl$f3J7P4hsztE+5kSc{~yZ3=9{R`AYN1
z*+?WG?>pKhs?7je$KqU3VG*@8D|Op>KNpv+?Wgxl)Sax#u&3;;)V-?Lx<`&5S2i{l
zKFY?dxh{Tx+{4<~okgsIf`T6Y{_Rm~-F|<2D=04B-pI_(!~j}GedkWho-dcYVdFEe
z*Y7`c_N?!%<C9dqL5*HPWj6(LbMe2wzk`+=hwM5zhha_hcD~7KzLQq9w)0B2rJkM^
z`rJrBFi<uy>Y}?>*S1H~Pux1WN$i6&zirFs=jWBRw7BlwyXV#_l6<UZ<vT?kq3c2_
zN~>l+dc5`W-Wj*fF<kid@t<xmTfzH#dvEM6UmwEg<KmKXGUAKlHos|=pw*qdckaYk
zmbtpPgeYISv_*2?78AYCZYthvA2y%21FdTZ?UYf}(BSy??OWCQ+gVjpLCIrfQ~wGL
z1)UyO`IOlyv)K)-t)>6+u!X!(3)9omn)KKJ)Z`0`I_MrT!|X-!1NUtn(-;cAytr6U
zP;kKfeogWwj+PG4z}G4EiH4C(2PUigKf19od5&{`M~4m{w_Qii$siUXA)%%#S3<x}
zQ{j%i$bO)SU&(n>3WK`eoQ{)|)gNCCk9RF7*bpe_0ju-_TMMT0FWPj{NN`I~<{Xa@
z4Uw>TmP4H?ogF&<QBoJStSp?K@5RMzf9VmZC5ou-&BSU2rut7~*pPX7S<#!ej*b<#
zBEC3=*hO|ZFg*D4^D}6o9W;X3$jqJuntrVRw<l(|x{{KXX!uWsRWgxG2S793xwp3+
zJ=n~CabImU3oGlx1C7iX*VoBz%fGJ&ZZ-Qv?Txa2wm#ne?fI*#x2~>PvLvJV&=irk
z#Y(%}rzuVFn`@=0qr<~3rgP!8UG_DdKfhkDx2XD(QOch<(V}BY$B8`=9~?su{@(5*
zdEoMLf8|q0=7*oR{Vp?U(j-U~K5-M5UB?PgbEQ|x)F~-x(Zz2^j<{4*Rze#0%DbBS
zCq;Y!`D#_e@jlt^!pFxR9%|(Vt*{c|V*U2+Zg(rUIB3NZxPjp@Y1*>0|5(|wxb2Sh
zUr+l7(rLJfr6GUcPqjOD?tB2v4t#ralYt>VJ|48z_R<nhus#lk@Sh5knsr<iRPXMo
z6lQqv?3vp0JY6C7i9&)`^~7p#Oqi4zH*<dsc(7r{oH;$k&(ASlV5{5p;QgJQ#U7rX
zkfyQDuMMKho_$k{JSoKB=H`}ke_yTJZGIVxh7%_|EcqN=T#hW_kDf5CY<<7{g?}>k
zal7ZHD0?$hyt!crnsRizy}SH<-X^OV9UUtc?Ksumd!hE??{9`@qq$QwnF2LLF5TEa
zY18J-fgvF(pr|>)HdE_IM;FtfLlIvRL%r%Qa<zU7+~m@j8Fv$u4&~(d#KpxyBdGy@
zf2T(V1`2|frGPd@-QJda)h^Kc2x$Dlw4GJn?9dhQwE-E*|0WgxKCxq-{QLVxsSM(}
zQ7!lORxb`+9rohtYH@}K_5Xj%7Znw4$iA)z_KMlEHBJ0%4Pi&Fi0iU^c)Q(Uv7685
zYXXtS7`El!76a`z0PXZTbH)d>UiiG-Z=HXCKKrw<vV!AvlcCO!4T4K+FD_i@aDN}q
zzpM@&Ne2h(kDvEcetvRGR#5P!#=1|5$t6>5|18R$ngbdD4=gR5$}fHN)VwJ5-(Cva
zTADpNJDwa~#4jDxyt*cY<^6r5UPcuqrB!<CJ|!OY@_Tk7)J}(KcSC2#i5xGrrjo4;
zZITXRwO0z;ivKWvfA-_@+E0RF$4v5dC+jjtL_~Ce76cvb61}wK!gT%kV{4<gKe1vF
z6pR!+>~cYWf5BA#)yX^7%og}1Y{TsHc~+;6<biH+{iF{M4uWPgK#j112M#-S?o7P6
z$aP2ccfD!)@p{J-J33ByP1$xQ+l#B)ZcW$9x>{$S&$C)}BoCaNtgfu0!V(!7Sx{Cs
zZJYhC7mIJ~EM5+7rfLV>Q#n89-&wC2vmW~|Oqg|@>BJ<)JG;yEK@D093yT-I`M0)c
z{`>bk9~=!~Esy`MnUUDKex>C<i>KW;PYN-JiHk2@vEoEVbySoTZ0sSD(eG2vQy<?a
z5w~RO|7<$zHBIjUs9bn?Y3ZfnR;R}3?Rkmk=2%J?rF4K?vB>J&h8N5i`o4GfU;o$B
zW%T@J;MS>T8;o^(|Nav5nAW*KKYky0dyLjpuIK0GI(v9<oSSRi-o`8aX#4%T=IPU?
zgZq9HRRjZ%7EDT)7LZ@x`_4D_{q617{Fm$OsXu*%_08+o-A9hNfD))h)fbJf?rzX<
z$i>C(uSHu01SjTdt$)${${==s-QFsh8<Fh=nme){#0$8%h#uxyFx5ckgMrLvaY4p4
zv8(MjTxR<Ht@8gmH@1S)({x4itaEN`SS8oi(eY|Umq@eGkJZjR&3jq78zMJ<IsRvD
zEVqgZ!}k2mhprzAwPaplGUK}Y!hiz>;a&C9YYambb9jG<vj|SiTq@eUY-!=Qeyfuq
zT-P`34nNLx{Ey_Lzq_SE4;(#u^wQ(&@%669`(!uf-ZldbRNcIJ^TxJZX{+*gJv(+-
zSe~EW(V-*L?YMTrO2;|7UhGrp`?=aUMU!c!Q7YFo{rJ9lw$)y@4;?!6;L)QdP>J^C
z<>ew7kc%0_Y9bb1N_%&$lzDUf{&N#k<qm)ban^=O=Z1qfI)V$Dl!uotZP{DDE9t_d
z84{}&m&9u=czfJD=1}gh62E5=?k9y9%HG}*4PNHsSXH%ai>|UV^W|l}hyQ-RuMaLb
znx@Wqva`B8*HB}6_1ec;R>kJOzrI$9T-NyW_4@tb(bqFGjWaGS;beGlX{q;)_xpZ>
z_9krEa>@QTs7zn+MKdmfC+heVo!e|{s_w~w3&k6oQoa9tJT8A@U#&GLr*kNRM(lVb
z3>;Rms3|GE4!JdB|LyI%`y{56@SNVZ-0!J_pZ4+21*;qD9R&mnCq1`X{e(;I?rv%S
zk4zD7r=R-0-6xr$v*X0J7g@|D!MkUy;@{9@aj<Ht%>C<YXTQ{pTjuw4de+eyjBD8b
zu{yeJ>zHhFy>MC3wziU+b_cZfhk%{r;o`Dw;TF$%hYxM}*eH6G<J##f3w$5kv#D>p
zX;-&03_PtCDxqGvjcKXxt23K&XDi*70EPDBUh{hgF8kZ}f)<cC#Kg$>&9zd!uGrCW
z!pGudv21YBgk=vuUt-HGdwc5VpPUXI#s~9kt3iv-nA!QjJ7`K@i!nUtxBquwj%6{p
zmYd0`Ub!xrN4=o0=Suy)s;y-g)WSb($lN5-*wWVa=%o7mBUe@iKYaGA?eXz`&`unS
zk{1GP{PKPK|No2bE8c1W8uYo=H`(U8;Z)5J8y@O|dYDEH>V9($Ebh0<+Ojuru^VWs
z87Su}8EfQEN|)|a)CtaHl~aAmmOIIJvMR%u4<9Z>vqwC?u`xO0&W^&R-%RWO)s(!w
zC7PF)_u<p0LmwU<2CdECYv#n^;_iO<`gQSh=gz&jy?y<~h{JpK*!aw`5ag9MYgxTo
zyNy@6&E#%GM}2B)s-lt-Q`T0gtgTXlf`U5=AG<9*H@)M;te3A?y&lc5=T3XYZG1$3
zf<iEZMb;IKGjlA3B_$;TG(<G?^p1hHM7_Mc{PE57`D?H212x5`$Ja^z{{H^>x3{-J
zn>8Jq*&cp-dpl^hYqwb9$45saw&h6j$y%}Wx-~a4vp;%vc6QKg&ERDTmzVi=^!6UT
zx3{|R^)=m=_V&dqR(QPMBP=WoYSDt0sHlPVyDa)8-qNvx@3G4HQlHBB8#4_5FrAz+
z!LhDxpM+`FlmM-%P74D#s;jFPhG-o%K5wJU#m&8X>-#fjd>9?x+}!NWq3BXrxbZ@U
z323x6X!h>%_gq_}bV0>@i@>8}z0#mXOGl0!^U4Jk%nL)bTw`M92sm{tS)#(|@aF#h
z_^injCMYm;fEGqMJ)bsrt}a8zn>TN=YTcBSygwclchZ>Z#BghVe9gkU^JZze)a?1D
z9yy__F7Xf3*AM@6UA7uGIB~@6tC3tCw)PNcg-+sOwl%T4#p?h4R0k~>SW!}68WLDm
zX2x&;G@^>US>iDfn<ZXcTRZ#8vg+^eKpQ8dm6W1`ZmFE#bwud+pU4@fY7+l2opji$
z-X!LvU|=Ay+;6T^LW069^L)MIm7c%nS(R#mhHe%tP+)Lyb7NyTaQk-j`nB7)o9o5x
z(b!s8P~h<Q*Vo=#FYe8sIFS+59Zd#zM|qw;eX6Lh?_V`<^5o#7{%$TQm7u(JSifi0
z!dsFKOM^NO95^7g^4na4M5cc~9`l2$3Ago{B3yf)J8>+|Z39mdUIR@M>WlWQxSI9j
z_wVp0$pV6rCVrn{j(^}*mOK%}vMJ-D(w<+hR$EklS|YQXnE{lFqqpUNPKfy9^+$E_
z#SDf68s5`q&eTk0HASB+{0^Qhbe(&1bGov%b#&E|Wy`|;G7AYtGC*yZc|wT6?(-RA
zP}dN&syRJ9y`rk>m93UDM<ZyZ)#GEmH@0SrGchrJiQ|X&K9}bH{P`2K<^*(L1jCC<
zOS#{?ef#wmw96SZ`@)5Ql=Sq+4-Pg5%?7Pxu(poQN<MM%qTsuC@2dEf7VSE9MPSp`
z?5&e+iW@n&kLdTLguFFuVAxRdGRU%wnW5t6)9D}2n%{r0|Nme8J9q9Z@tGgBwr%rf
zV-YUaWj-^TKvOmb1_F(Zji6HuVq#(pvaV>X%nb<<S>`*tjg40dlz=WT_jfNSFks`6
zU|`6&yo?vLcw=Mo@uZ_&q6`g%kB@=&{jH7KI_d3a0l~;spVTVVxF<|o_ID8z^Uv0a
zd(K2O<_IxN?l;Z8=8@ag-F<Y9WpRt!V!^(?zD4El?>#!wDO~mY<k_>L!fHOC?X`z)
z-i&N%Z}0Y=uJ>~5&a$_&By6j;6ciT==jG)keR*+FNn3mMq35TJij-Dm2L-p@*y{b;
z*!1f?9;IFFUPos->9jo*(eD=f$UT`8G<dT~%z!~eR5bDOGGEYoOA#*CTU#=l-Q_A-
z%E~sWNa}(*nu~U&e0^1I+u^meY+r(db+Jd_#l4CtZ(L23V~?$mvwbUJf7o?~xDG?w
z*+=4GzI*DKH?cIR`_BWdQEckz;aU0n%bS~<K|`0I4S5e9Jjj~ALiLfpfZ$cp%*<Q2
z7!Ow{sk;7tzyIGQvHneU2YS5RUU0RV9Z%P=i~H^Rk$bfmxOV#S=kxi+vAfGGYJO}m
z`5qS*CZ?pUY?yb)LPbU8M4^O|(yB$9mi0XTb3p9Ch69H~J}jU8=;-<Wc!|*2I*boK
zK0f}n$(~_F{C>N8)$eUf-rfoY4O|9_PI(g;qSb5MFvsYe(~PbQjn(l|%PSOTo)lu(
zmUWdYd|iy=?y|REwxy?~EmHme-pM6JtS$MUlG2vVZBu0Ij#V6TVqu%rcR^TaOX$8g
z?^I`oS~BSD<hiw{^0PtaB^4KU_r=xU-!U}&{r&y%+wJ#{9ctxXT|dpmB}6mTSMqqp
zA*U&G9vwaJA3ZfWV&dUAlU0hLd<?cWHeaUs2s?rHsa`UR%{_UT-@a$jqD5KrKx>EC
zmiKHfSmw29@uG$e24WQfYgZI8NXX0UKd%%J3^bkUqcQc`;uC?EVh2L1%KlX3emKs=
zze+WfkKy;1m&y<|GrTlrz6wmqNp#!A@%Po$OWvD)vIgo-%vE{;8m@Y9u=&K9GcFqs
z>VMmO-cI|tq7L74K_w;c1D5}ECOrIMci8eD!{3#0CGisbmqdZOsi6n#|NT$~&H3Nn
zo`3l4S>ODe1x^b$++vu}aYCq|&z?JZM&H%7_X3Oh>|33rzZlwjrzv@}eE=;+2c2D!
zf6r#ejvXfo<4T$SHz_C;Yvo@xP@8h*K#0|~0)u7e+IT_Tr1P^F!F{a%|9<ED%rZH-
ztjS(UsrZphz1XP`tFZ5?l5Q^+F8nj;M9!3=H!3<hJfNk@$>A<8A$^;k{pbeuYZom#
zQ`NQ2JG?G-k{7E^%!<D&tIu)FJ>xTt=fQ=A&L3Z`UazF7$$9YLLC^-I>e?F{62Z+&
zkgtPIF5(Y<dOa}kK(PNtrFNY*on(foZS`-b*fcmLZWVSc=3x}PI&IQN)_|(3`j5M!
z0>WC?=kdw;y~w#(@qgM%?j1XJ?6}gtm95^zWozo!tlR_F*U$g<Tz`K?GS4@SS&a{;
zfBg4*nR+Q(M3b+W@3u;YT*3cM3X5hPv;3#y5c%}l($F8rj&HWV*Yxq9?qvxFC8br8
za~_{R!=qkcc4p?3u!pBjzn?gC@)E0$i_0f3@5^cvUtKkh4LS8=QQHf>ny6WYJGZXn
zGY<O^Bzu%cL2zR0Lz()tq>6{j{Y>xfU48n;#zWIz8T2u(Ve3;=P}(`w?3uozqxD(t
z$K6svx47gO_VZ{T`E738;Nl|ITKwm#QEcP!tE-oVf0$t>8?nj7{_m}=t1Hh<^>EwN
z%gDpW=a!YV>f-*+jukno?Q^GYo4|7X&((%W!Mkj}PT6*1vC34g88(s8MQ2sRPMkU+
z#;|P3k_8JE9C&fx#U;e*+{bjarJ@xxc73R;)7h!E`Y>o6sj=bKW$%A{yyX(?#g)yK
z5?;j0A6)y^iQ#@7w@KC!ZvU`;Mg_r%GYk6mN2NqO+?~+)^5<_S=gNmC)e7VslomxD
zv;3Deb7jcuH#g_(@6V9}d1Grw@t>=UHfhy#cQs59__lTO*(3%Jmk@6s)kW9VJ>61d
zdZ>WY{BY`>l9gex6WJ$%H}{4#pIUAGK&IaGKuGI)r-i(~W@M={DI_!8*peB1<MwUo
zzq30|goSQ-*O2@#<p5XwBCm;SIi5T@Ir+o)@8-YE1t;nz-F4J8n&b2FL*nJDrVAJ9
ztXKOb4%)Pk<&b%I@2*|UdOC{2Zns=Q4;ePNxENjf>hfw?h2hn^r*|<+Za6f3MHFbe
z!pWB4Jy(Rneh7t1gO;&L7IaOII>Z&P6baf8u}aDBV~}^mLvI!9o6HCH?6I-1vO2Xl
zT1lz<kY-#~z{!U9)8luv=?C(zC=>mlzyD9ui4z`MGA=TG`}VD%u&{CVZ0TQLUN(Qf
zSIs|NKYrR{o6Zg$Hg5myfRmcBvrHI|^*wD>Tg4c9jsbM4j&b@qm$EXmHXg~Q@c3HM
zUTJesZMiOfKWNKd((yjoisy671tcXq%kNdP_ez;g`h2Ie<IJKxnsE^oQLf95eV2UH
zsy3<Bi6i)b>(uxEe!o9HJAYs2Lg#j;OpAwUob~_zn%n()p<Gd2oqTIcW~g1D_ms(#
znYTuP79j1|y?gfWl8zN^Q|CNdT3!A)?!*+4V@g+rKua*Dwu;Y6Iq<vO)Tn`-Uv5pn
z?qj{u$rl&7hT8H7PIP@BqQ6za;6g>se5ZwXk8%5|XooQh3r=kg-g9C_N@M%{`5!+|
z)o%Rw_$%|i4F+Z3g--fRW7x1_1&5)bA?Q34BV*&h90QBA>+51c<-&?<1zppn60~}M
zeZBsD-ujr8vC`*54jezw?-90%rD3wVznhN_PaB_X*MbEK8X{blW!^3+VsjoXWt-u(
zxbExKz1O?Dx6a(Z!C>73#}MumPSA3(jfscZcqENnKx<28`bGxtIWz0%!i>-~t=_B^
zD?DcZeB7$Ks&Era10Nq>#!36u&J$b(UE-2c-?*EHK1l4y3|$lz{I+ueW5TU1nV?DN
zfTNPB9UW)1bbYOvJ)>^zwOFbW8}sP-a@o(vAFOBc@_TV-%gQp>{;Aqu)eGc|+k~xz
zXL?S3&ZzV9qPx6nO^uC>t?k8ivDP<k-+sM!U*Y3pujCFX70M|t+I7BQ&;3(VZ@q16
zT@e`g%+|j<Ibv^gQFNrRD$}pbD_cyKg|55?8i^L)0Gh+7{SpWo*bT|{>HRKkA1A$h
z!|v@oOI^?I%H?YPs3o`SV{Myeh**ul%vK#qhv=jG6*^w2#V&gFDm3AV$K&gdA6xGA
zUU})#me^gYo2z%(eg1Updm$_TCV@Tm#Y!1Un+#PahjX<SZt5!Kcxn);8XWatx%RII
zKkSscgP$r*IM~dde1Bi<(`~yeKdXu9#dLtSNv>*FQkvA7IDNg|hh$kN)fuZM1#0<*
zpL=tEz3=j6O9}*3C$_FEVgv0sKhhzn{NUNMw#372iYh8B`}XZCC@OLa3lp0(Y0`%B
z_i>;-Ru3OOtoZ-;`%{~IrA1tt`L6tm4f*?7rA!}H>^GXaXTq{+*~~rLOW$VQD^^<+
z6l%%P)79nV;=%&jK({7-zZ|G@(kpGwz`)hYlzV%dYea-ZpNwTw*xIO*rTbi5M8htM
z+B!K){&;D)=7VYIm&8?GZQ0+1u1anaYfMQ`S2i~n=an)sn8kHWs!%|4;!~s0)eC|$
zn;i~|+TO5^Y+AXZ@|w=&;9UkM7F%_F&!5@ta3#z1O4imnyH%7{O_?ORFXrOnCa-h%
z(=GJ-5<jpPoHSF?RyggY0GgDV9$%Na<?m_z{h$M-w70ImU-z4r-~Nw5O>ON$@V@V~
zz1Ld>I{NzB*00x}Gk5OA?fLO@tV+Gs`^Lq|fllRU<CQ*i^{VLMHeTnbs9ABd*R0WT
zadGi*%yw~Uxzg(EQW|{nsQSDrujq%-Lg8N;{%ulk_~-ii+S!uU{7mn~0)cZ?y%}~S
z9p&1RclTCC_3pB_8)|-j@_PIF+uPeOE-Yl8rW>91=_@%M-7Mp*D;g?lYD#)~e1(OD
z9zH&xUHwbXP3_QO*RIh%P*Az;`+f7;i(Wx18(O(56+74TPH0@bcrj=r?!|APpP%P;
zcR#N6UcBMPmdwdt_UzaZkzpbQ+8~#C`|j@Y)~K~&r>E<SJ8={~KE|7vpRb>koV?Vm
z{{P?Y0a{a)^z{5V6kURXCNU^{dw*YltEY#D0K*Z`w$_KAPoFy{#^6#`Ru*cnBpB+P
zwMt-j+1=kOdlSCMOPg^B%CFB&z8n<X8ld%6zwcr3;kQ~-1>$Q8-~Zh+Aw{*~znIfB
zo(22&+k?hD7r)*A|DSbDZS7MF76t{x%<Go3keSzs&s1!Ro^Wt+aecY<<JT`G4Gj-a
zZyU5yGVks#&)i+*@A<Yy#V*{*+j-&-&*aE<{@L$V^6+kb`0m~$uh|E7F8ciaX32ib
ziC-r!<#_V*`TXNkG=l>I0vhW6{$gY(dv~W((l`xN4i(8TF-({^k&)rUw{O>OzkB<(
zw_9A_D_2HFCSZSE?P9ZC-_ui44xB!HI^#d&2!KzYK24ZDUETKl$&)K@u`4dhGThqs
z{>{x>^Slmo#n0{!_Y$j^F^l<lNTkX0_sW~9HnB7qr=2+fTEce8TVK)MUY-H8uMD(#
z?Ax20MKVtPhZ0h@3mnRrt$5gM*{$i@=l}ftJo(+7ol|Y1l_qg(*PIT#_or4+@W8FD
z$BG}=e4WA@Z=!Tt#hYP8fX0S`hfbi?E}$;aoVjxaB_uf9-Q6wA^e<+ZFl>>uk(Zax
ztWHZ?HbwMGhRKQZ=iS4?rp1XF7#j=QR(+XpD`scW(TxA$>*GvM=}j}K{+8o2*D4g$
zb!V=x|Np91Luu87u5}MzKTlt5=u`RmyQp|}^Zpi=2j6o4CY(>xmzwx?QYy~^zr9so
zFKo>Y2h9P<{b6))a9}Wz;ss4K<(@u&{`frG>Lm}>5w~Yvv#+lYys};(@N9BxzNOFC
z&go|L_ut-@IqmN9$&W?1J$ifI!}a_BO`4~!uC8ooC^&E4JkWq9&Mq*+t&=MjFIr@f
zd&>lLF2KBb^FW7rG&MIHCLCa3aF}hDYf$kap-0wQO#5H#;i5Y`3OV@spKmI45o^l+
z5#|tC`)HTXf`>Eg&)s)-X|TC`;Dn}~T^xf!Rga{x8^^-ATxsX#SUN4f2nzL!yUX(n
zA06S`Tl?hMvo20yH4cA&f6#GjhYlY;y3~96ms>Hr%Y1v}Y@>GU+{tNfZf;ohB?GjI
zd1Y~`q-EgQACJ1LjVEeMb<&ASu}SXqN=-JNG-b|bH;%vEO9C?F+r(e|{l3+ncX^58
zrouh-+={QG4s2`7<`g>FpZ#N2z{IbWqFisY+r%|=ds*dN*ed>SJD``Kw8?kP2VGa!
z<KL%VQ$NSVuVe(;UpiA(yT*6LsUQ0;1W504a0!v!6vikl7%HY+<Eydr%*kN?Oyx(D
zcG&3)h6)=uxP-ipc$mH52`gida#E|4^pirSbfrn0%nnMcLYKXg%-Lmr`9qV>+*2QG
zT|yp5u*UGNQBqnpW76r1W$*KnMfbIx-aPeA+N&mw|FScaD<%d7NxTs}+44O<jiGZz
zo1|EU#J`i7S4H==-P}7>d+Y7fyA+NdJ@Dn_fk~>r1UFud5mDO2a)u#{`G1pw*6fv*
ze|aKvi%wr@H=lafc*$;s22r;oE}*4nX$+knX-`Ef7``9-6Pa4Hde6&fAI-N-5m#Fk
zmAnrzOz21nzR1)MPPy7Xc~i|7CT2eVz2;k!z{I7XcJ(HMtqDip+`RSj6%V(~t}@g2
zJ5Mdsy1bp?z>kk%RgN7i)+I1_xLi%z?7bs2{nxY&2HJZRTtcRA;8-GM(J>`wZeqWB
z!k(7dp`sN9zr>VQANXxPy-9hImxnj=qsLqA*Vb`vpCm7KA%5Q4X!Faga>2`^F0v{p
zWgpW^P+B$N)t8EEmdjQ}rkyqFEAtLo*>H05R{pa0LK9n)#S2UgT79-HS`>UM(zQQ5
zQ+}J$=bI5{KdHK0>xG0L&r{#bbW`rIDdv?6^@LBnjP5w$1!`wcJ~jK&I=}A~(|CT=
z{al(fS$tO1h8dT)3k1p@)q9YYz%_GC=ff#wZF?7RwVLT^N&dfbQto`$6usG8-xe*}
zBEIsR>u#5n4zLv*VQ~)v@1>k=J2h+1h4btAY73MWT{2`)*%YX{e2a0+!Q_ugm-jAM
zxUf{=pXTc7>me!G9!qzLe~J9luBx<3imk!L?8FA~D+YpL>D)G_Uft8x-DG-od+ta1
zDIF`SEZ8<kS+q60QVQNYN8*z2bEb$N6SjY1)0>r~wdv`l92c`zuoH5eDmTwzI2L?s
zs?4{viCRVl7Xu=fo)-J<*xB*qIKzY!r)EZ7S#-`XGyG;_cWUYTs5k8@N~<b)7&_Mk
zL>69pbMwHV*3ty8-IFrC?f0+Zk4gEiCpb|M+LiPUiJQa1@bTlViW7?-E&8OEuD4Tc
zy=H0J10}(k((mu{FsyFf?~uZ&70sSF@%7hf=9b3SAE_!ye*AY<FJY0@+C`-TOGPUp
zTDENYq@MmPYLAP{rX&WBkmDh#OzGX-leL1T#R!2kOcG^wSY)+iRjI&MDRoJ)e2F|`
z(|zleuI>hR)(dOo1t;=ALnA9H^!Rtiw64iKzn6rsyOO7$T@#;q(>CnAP$2Kazq2JB
zl)6LjeyrUpW<2$(x^3Q_z4gq?j(-;wWmHtWbz<sdV`0IoTxkrT*_R1-yp9Fk-Tj)q
z#%t-f<&np~hnD5->)LQ)Q;O22v_194%pNI*I(0SkSE{;tojaSZ^}|?n>$I&_?1FF;
z0!pu}{8*crc}zXx;?AE834bd3-YYA09|ZTbw=P@b6wxhlKRoQ~yQ`~@sYlG*`O}BB
zhUZU5$C)-pg+N`6?1kK$&)yFYbIDp&b$vtpE~DblKYtoNP*&Qc@P=s}+p-BOO{TuR
z$LiDne)YzwXSFtckqX$j^XH{YH|Bb~lybpCziZ{oXuBT^-h4k{x9|K0>+M>CD>bFf
z7<#1)ZzwOa>iwQy#wdJp(WcXzr-pJwzuj@lfT_2GVc)-9e;C_Ur<y(Y$<Sc7S5neG
zz>{G5L7(Gx$kde|d`jP+3gd{r`6kYFcRAzZS9hgePgYY}WeX0K5Y5n;T>eX$)cmj6
zrD(RS^|CDVT<WWlp{4Y+MAyY7tW)v;Xu@*a!aY|lwTx=LrwXS(T`Jx9soR`qX6?ZQ
zC8f`g!0}`|_3gd2XF@8b+A$t}6X$xVciE=u^ES+DVxygz`8qpR=q0gjkoqCsQmVPW
z`udbh%MPs$IJREv=H5@c%Dqp&D_kX}q{ImegwpvjcXx|+t=F1-SKHV1RA=N0N0$(_
zd;29B!no@jUrk#T@;+>5_4Z|(s+V2r)w!aev`XaOeoM9qYa&Y9FHhZdY3BL;)@}+6
z_LY2TSq6!jH}@`|_h{EH7ncxSNa4CcrbzXUPwD$*@?M9h?tT8?uCah!eMrLDJ6&>X
zRMNh8bY$_uoboJK`0&dRtp^{{-uCUSW;?Wewa?{sGpr=8UsY8ylD@b9CaX`WL+YmL
zqen%#|CMlV_fK24u=1m2OaNQbTjTu;9xI2w*rn^Ax~UqpV!NYb#W6$X2;M*3i_%U^
zz57|y&spKzLm8&R$cOCpNB1VYUpuv~<4{&d;o}7wdTjw33mCNSmquSqy*lHrveG6A
zaD1hOU40Xme24qpzqa}JKJ!eKudB*2Wvesi(-K+C;WdZ9*Wtmx^$Q&gS*8TUTz8w)
zRnKhhTFPb2@Yu9?=3QkaZRHk+jT&x=g$uuE2)X_`-~Dy|>?(<U$5Unt{eJoGy6oLQ
zyJr4=94!mUR3UMpo2uIm-uv8jHA3$lYk9mfli-i2s=6PYtS`20oMW=^POIdZcY=|+
ziY+G>EZvi^d{d)e?>_fse`g)Ov#<DL*!=A&chzA*`HN?BrRd3bKf9_A#_qawUSqd-
zTl@y0?@fDeMl`T?MFw<LADqpwK%-Jgl=Gd>*5vED6Xg!)_(wMSS2DVV8aZ!DoxE!2
z{iMLg|MPEHSTB_g;Szl_rR-L{cIbxiTd!@e|Bb%2?85!DA98oMso%0`Jbv3w@Ac15
z|IRXOh{|~>zC!8X-8&mIGZfD~+@mD$ciz{->;CWlUh~Mw{>-eU_Il?Hc1X8R4bTcu
z+Pz$M`tl=t<1Z$)2I>FM4y|-lSRT7DNFuHJ6qlG6x815qlB<FmLR#1OrJi$b*xvr>
zhW6WqL8}%7tw>nE$(*a8<aP*G=t{=Eyx9-yN*E_S+~>Q^P_SU?o&1yEr+%9^>9$vO
z|H|*0qFx#zU7z%)v2I-YyF4?;j^WRn&F4S-`~6<o)>iiIt*wVIE%m;*I($9X-s@3y
zjXcdezc^=}_;KGdqbhT`(@Kwm^0H-h+u!_GWI8|X#k5+-jY3D6RGI7^KUgQ=r6H<e
ze_*v&!S^%92X1XW^KR<G2$AT}>0zOpLtGb~xD(%cR9n(vir9xKQ=b}6<uu|cST##m
zOPgV}N7|{71!=E#u9Lm$d#&jII=<O_4A<Ak_k&JR{dP0G;z1+(hNPohH6M?Pdw6*{
zO;+<gRa@`-k4cg(vF-fRtYnEhuI>Mt41d34ExJ8FqEo)kVdlZRIXVYw&NOi?Ek7;h
z#L2qg`ZBLo!gpqJd@H#rXSsX%DK4W`LN7v|-MGrRYsOp6`H2BR6LtDmz6q#o^sKz8
zbofor%Fl*(@=rP}-}2e;%%>^a?(drRR?+AP!-Zqa2lDRjT3G!29BBSwX>RVVEeAh5
zJZxD1?@!VF_~88x|GQ&)<>K#h@A$U0!=eB4ccyi<$y-+Yhb;G16zQmbRQ%_|{Un{x
zJv<9VP6RW#dM$|H6#4gi$Lf#;5sVy5Cu|e_bKCE`jsNUzljn(RH7c=wnK!#iWa{T#
zTjZxQwQ@B&i3VKR$jtS(Ca~i9v~LeH`kkspx!&KqX!j;mV^eV04(Xno^FF<7n)r#S
zrz<7tl#FtU)@$X*7K=9B3!ZppO3*@+@8OOvMu`j=hZz&<>g-}-Vn7?d9$s{ppSsO|
zo{eN@XXlO0>HQb0k@{YZ`}gl(v)|!m`=t%#KEgS9%3iz^xc>c(%uza_rN815YueF0
z)2FVsYV=IqHSvke_GGQcAyW;VRPEU}+q$IWN-*5|VAJsb&u9LwuC51f->%($_x5dR
zNl8hy`^NSEYR=5H-tKl@`*HpA2~Si%`2Lo%^;tRPXhW>w0-=W5iQksT8ZOXcd-MNq
zX8MI=>m)XO&SwfewY2*E#UF?C-fr5qm*I_7`vE?!6?`%+wF?{O1{_#d9)H7>w?WIA
zy=)$D;_`Ltd9Cv9wbh21y^*RsysoY}XtPb|S(Z?h#UbMCrow`Pp;OMXHCVNoS1P)!
zH2-&Vb9(ZtD=RM*$Fc?Z&5CP$vEPO9yNx1ilvkntk4^e)B1gGyh%<jX%JglQ*)E2+
z_ZRqZ<Vv>-<$AFdemmNr5q7}w&+hs4%;p@dT?<=ey8<{wg^sOpSRdCQVK3LUNQq-A
zS6BMH#)#eD?tS*^*_nKiRZwu^&zm_6H#Q_XuL#jvoD-jxwk$9#;P}Ohpy@u-syMsY
zzaPT?htBwM^+&a1M0dJCRo&XS05*n&ZMl=a-WFka5pb?<$%A!2;ta}{)=I4V^G|$_
zd`4&7f3e9L|K`fMe$0Qctm1p@-scQG;kyjBeqs$jte~W1WIbD!nIogyVOPn^rt@~c
zeQsR??GF2NLOD&BiE&FZW2xhebyeG+6kFal&~|rm+18TGkZZ$m#g}<=&CjBiwl>h-
zW6+U)esirrd;6#Tt^@6N61-}=r~Y<<xB&xb*ZTE!v4?Nx@9+KcrG$l*HSzVewW3`A
zKo>Z?(wcpaAxs=Jy`!|My5c{Zg|rOH$(f+>Z9E5S;*j3>a_NIr-rGC8{QUZ6o(CPW
zs^wLFf7{ce7bF<M4xgQE&dBiZ-@i0FVI?J{RcmIO=R2(poBiA5Oj9;vxN~8lA?O%R
zb8~YI5w6JZb0<$`uCK3OvTWI{H&(4%8?Wyy`(SmQFYfuRgRf((vp!jID}qj~{qgIU
z)5<MpFBY6(2x|^n*)o5Ae6QT$yLadQZ(hl|=iJt2gucMw>o>!U>#ep)egmHxY5+eq
zbU|xTNy(8pmc<WVyvTSLyfF(^<H6T4n<H49Kxc<0&j2mZ!*}t;7Kiz@-y|WYD7EOt
z?gA}3oWIk5rQdA(db?d^Z@J9P%_}M^6MuYoXi@yECr(<CWzpir4`09LPESw&^7gj)
za=*DomnEaye|~=Myf7f))D+E2W^w72puN=<&t|4ySm4MEI>$Ttc%Mblla4P|>x;jN
ziithyHNOWMjsT7P?WrsV?HbY0)0=kdgH`xh(81226Oi}q+ZUiAa$`^B=6kP2cdo0f
ztOPBul`_lW2oDeEkv8MW%*@>SLvu}oLbs5#wDy~~Z;!4DT@4x>1MLDYC@mEg*N-##
zzVd2hVq#*_*;%HKo}8SlWM~-3BWo36l6lGH&aP7Ltj!4rnI1lSrdIdkAv<V{z_93v
z$HT{um5Yjs&Qv@ry?(Hn-F0)?S(o46-X48&a`Mu*d(K@g|NE=-;+D){K}ktXJ{b$p
z>FP)OWUY_H*Z)=B`ml7}zViFE;U*au9R7T{?5|{L2|fsHQQY3Dq?ebL21&;~Uv+a=
z>1xmcEJyk6|0pnY_|7(axi@a&>tBbs^*fIBN_W4#y}f&}dw&<Zd`&>fiwlk-Vq(`m
zEnm4?f+1?g@Av!TLC2C;-HzIxr<-<mR_Ze2O?ES9&SYu;mBgsq-_6S5+u!fRERRgT
zyQeakg^jHXWPx4nFAqkA^_y+d&dt%R`t~OB)$2XyK7sZCSG?Q#{L41mZ#R-3%}k#s
z==8zr^iczbH782<7Cvs<uzkDu#*G_;W`ovBX-xGJ6c-QAejayyBlnFa(6O#3CMtur
zY25qf*vyuAe_w5ymG<k&bLa9heE9N(g+WDKU0GS#`TZ_yD=W~^{CnPog3f(ResN);
zgh4{Xy|TFUO3(p`pzXk*1J$2CZS|XLm3Vbk=p~TrUfkTQ4jLicoPM5(0d&I8-s<m3
zCnhK|RLsrxa$Wa&qOyBHK){0Q$F5%&cXV{z^KEKE`a9tT)u1aZL_|do-o723zZ-J2
z?3t3VYpxuPD}$FWN<Tl3gNuua;pMGayWWZG$F2EVyyi4$^9gJVzG+-KczY`7j*(@4
zbGxp`Rr9j*%N<$bIr+hh7ai&IYo}e0RD;fJMQzXHo$A%PXpz#M@As-Je!X1I_~HA`
zWg$;?rKO}CICzlp>+9?0S%<4rj~X&;ao}oodcRZPP=<8q*%nS=@PSkB@9lM4|8ZBi
ze^!<jXp0x<Ff~6vzopwAm#&-l=ur}AgV()1l?)AjbFCg;Ss4s!SbTi5`MlTLin*)P
z|Ni<KvAaxn-_K{#pkqxsJ3D6>rE=BO)*7arkyt6azWD5lQ>9P0u9qoejGoZOEA6y2
zNb)c1<e4)wzg!mxy?3Njcw_2mu_MQiA3lHH|JJ&T84L~A_s#;%E8si<VAr%g=dM0}
z{J0r(&~t9~<z>8jvAb9r_Mb1R{CYLqF#DR0&DSfz9DICkE-ox_l}|;_%(s_kSYPbB
z@<i!X*zjlA%G?z-JPf)W&CSf9YUb_j?XPq1@2j=0`tl-i+2&QhTLfkpBr=)h-RX$k
zU8bm@;PC!yLjyyGiPYZL^B~6qeApH4^#9*qP(D^sQ}gPdFhQV4&Q_|kvoqt~9?SKc
zdE_b{FfPvQ0Ufco%y%}^gZG<b-rd>Byfo;)*vg=lOEMEG=4QLOuFIaT7n_iuzy7+K
zt*xxO|GXz#*Yj+iI)8%auFQn6^>MnBCQUjrMKic%_3G6go}PxFGDd&jk3|8iuO@we
zcUQ^QHns|MhYYxI0d1W+)+>FqQ&|1TWq<p#FJ)2!HgQF8#HCxx*i;1ExOubl`@L%a
zIo9QVpfk93?AXz<HT$|(ZpGZy`DbPrE&?4vZ(;yCsgqaQOvE_t%mi>Ld3Lt>(T&N+
zk8Dgn&cd*<;$u?bn;V9iyEb>lTo;e4aQyM}XQ!-nSqG>Psr&n@P-=!(5<^BK=-6#g
z$@TET0|l${cRIe|PNB>Po`6ok4x0VwQIcW$IhlnQGg=leUi{+j?(G(Zk6M2E-SU!P
zYuIz{6X^Ut(CHNgB_$$jqqmD`hp)R*J@@*~UqwYlN1mLV>^fP^w`KC=$r<<d>;x5V
zu5oemuC!g>nf2)LW8Z)Fm1kxcI(2l#UcYlE#xU^^%fpv1HRsHo>snE<V@Ju$Ns@NH
zcb5t{aeRIv2RifPgbaA+V+T36Gp+iZl$7+~;X_5+{=Po9<9)JApHG}PQNpff$D8B1
z*Vaf*(~H&mT~{i?#cGy+kB7m-)3ecOp+izqQm<@(M-Dr)gVH96w#I1JUKvZF^z-wk
z{%_Ig*uUTY(&fv7A|fGq(QMr=A#&Em^BDvKOD(Of4}-5P3S1nbC2AtoyVJk9V-1UO
zgG)-#{e88db7jxWFl3%LZ{CFrla9W=bsHZaJ#r-B-JP8lb$={GxL8HFKqn|NFm#LS
zyA>1|#KguveE+_GdR!If_Po27s`F3kJ@~|-xFO@B66ib(&>GPT3z_%*|M%PI{^Xf6
zJ3%$&xpU`0_pa<Jecf{_B|Sa)&W^$lpFTD1-fjKs>+AN%$NRn4%iGt<fNlr4bLY;3
zcklW@HT{Q&hefT@53d0&gaWO;aqE>jc=M)YV`C%eFbW0*1qB9%3oC=wHAJ|+yuBTM
z>-;R!><i0$r9l@1mA=0A<IU#tORj(V{23INpzDQBp5#0`%k=P{pP#i$>Rdv$gHG33
z`s>x|^#-M{LO>VJaB^~j?&tv>L)ys9J}YN`-d(F6dHa25YS%?<WLoUrZ+6SB=!wT1
zn@XX=!onLHli3*@)`l@NOz~0$U4~+keU0bj$&(c?mrgfGKE|{6!BQj8+4MPgb_jxs
zWhQ3kkGJ#pKb)C9&vCI^?}g?5@{`|p_Vl=9WoebYy~WDT&h9hIgmdQ1nU`KWaez*Z
zn>TOXja{YMSF%jQ)<iV^`}_Oxo12?IeED+Z#l^*-Eo(LZem)Oa8RFsN)3SGO?NqzN
zpmhdImZ;?1-p0!-Z3e3DTkqV7VK{KGnZ5A;-|xxC`(!~od1Pc{7#KiPvvVwqL0kAi
zH`W~QlRbQ6WAejSueuDAkAe5+Pt%PC9n)`;d5LA^%9S3zzH2Z26r7j}I@fGz*8P39
z&(6$bX5irAIkGAB^oHW+=Yp6IBpz-9-3yZX?(*&1x1W@yr>9?89nN1?R^}EvH+Y%P
z#DB5^0uAN&D%th-{YaY1bO5yX<m02Gphb~R&d!VsXJ?xqzqhw~W71Ks$&3$fZcg8r
zd)o}OSoT-V>hSe$v(0jsn0@^C5p))dk+Jc^7cV#%emrRA-%$BEt>*vV?-J&DGJ3JQ
zT0qM-)<$n<Td;RoXz9yKsvr+4Dk?H;Vb!$il`>^w0JVMINA3H3&icoP!~EdW%rC^9
zUa~}GO~ghf&>>?O$8v?**(+_z;bG`p5du0qsQTUG$BU<bHG1;w8JoGe`OWjnc6M^0
z^I3v|go=ua0wN+hc9*|@^zH5Kg3{8pSN2VsG^ybGyV%7FX7={-bFE5^e$KnR-2d>o
zbADXg7#5VizE*YjoO_?l!L`xbK`qj~-=95u_UO;g&kPMKgO@)7O+j9dukU4KW_xf_
zeZEV#n66goKP&xxKa@bXv4CzuXlCODt=PV}*u6jKcKqHd(UmJ#c64<ey0I~N>D$)U
z)}UpkMn*!+?0hb(!`6Z(u3FmLLARuYTEYF*c6TyYE7Q@VN0)9}?<Zc6sTa4WL(#eI
zL92M&0nkAP{{H@N?(P;33=GuJ&{*-IuB7Dof6#qjg^!O_t$%4$-qs?(ux0-KHGhBo
z_yOAA?Y90U)6o|%GJ2#;x$OV{F$Nv73%U@+%uKA`?pMZA`{SUkf8FBxkDkx3Kh`H}
zePMrnJ?PLuP?UPv+B@9l&6%+@bY%!b!@0TE%9fUrpbKjHWUUR7j&Sfu7%aH+aiUAe
zchI!O&5-5X5)7bu*N~7U+uwe8co=l;OuKv?$I_ta?b{L$w`t8!zP&B?;fog?-qZD_
zTHQMzFxxB_6itWQ`5*uL{hpm+j%6{MdET7~w@TjKk(2}<%zOEDpJ~bc+V9|lWwqDu
zX<9zNPAdD_nw3Ee92vW-l$DhQB_+WZe_RcZKgup&qtN?PyHa=W-n|!h6eh>)C|G!g
z;m+N=vdZp#M@~#s1|1!n@ZrJ19d&=LY;0{;m-M-$%#>gdnwYcdHtQPgPoRuEf4=;k
zJ9j`Q9*T&GJp!F$3|bs{zy81M>FN6GuUY!dx07AJ=Mz^~H~4a^Cr_Rv+}~FV+7ExM
zM>6?~T<r80H#R1NPL&3o?|f>CW>xTc&<4?k3l~b*)mVt>#enV;dHCt+X;9Gu+EGyU
z_SQp?^M(Cw8XFoImMmTR@WMjpia#HZul`~Q+9+D`@)GOYTU(vu;^gXny;RTiSu}mR
zIB3dPT$~+p51ZrKFl8$%smW@-pfX*q>V@Kyr%xY#czF24sZ)optPI|ma#HBWj~@$?
zkM{*=P5tq1_xlAGGqgezeO*eKmp3XZb$|TvxIg*BgM$?x4zgcd5vUAW+x_CkMrASm
zxE|1<Y#JIIudl6L{q2g%d(e#^Rj+kH4Yb@_TO1=IBtTbdWd0HfzP2V3)W!Ys@-lnB
z?Y9{wcf0$X79O~^HX1a&3OXnTv~A_Xm0*8GRaMq|_wEI(4B1ikR%%}Dx5zu?_iH5#
zlUP7b2aVr&%|CeXAmirr^KQSty#;As5u$bE*fA!CH*em2_;_4C`DmBuhp%6cD)-wk
zF;x8f`TXNi@p#bb!Uqo?d~ta>e^OG?lJl|a<7{<eb_ggcD!#b2RXZpsXhZ4iFwM_i
yF4vqDOPZrWBL^qcKAg7#oqbH3yB^Q{Xa4nef7TDJ$j1x}3=E#GelF{r5}E*s!nD8u

literal 29404
zcmeAS@N?(olHy`uVBq!ia0y~yU}|7sV0^&A#=yW}dhyN^1_lPp64!{5;QX|b^2DN4
z2H(Vzf}H%4oXjMJvecsD%=|oKJyShH9fgdNl7eC@ef?ax0=@jAbp0ENpY}2^FmM)l
zL>4nJ@F#*W;|lxbnG6g?o}Mm_Ar*7p-mQ!Y3H{Ih;ry8m$~=n>IV@N-NqPqNvq{l;
zGbY_!wsfM+#9NQ1&GMdo<5AeksZ*oW{#|m?{<<;f4C`CNld{2vrmU?jhT;XOvp@e%
zo~6BcL;Q@lpX>HMYb}0$W^ekrfbXX*pI7%eaVR>txVX6RIcL7)5)c#=41Al!;Njxp
z@+3imK}b+g&{Be}0j!{nQ9)2paAI@f$djIUMuf|?RnEHnoyqTiaeJ#4hOdv?8uk2C
zM`x$wT&q%@Sl-PdT&#~CJ<^HgZ5NW4=Wlgt{PLy5JG`|+>)^>tq6(YLPo6x<cK&|l
zb6FKt)x_g{vTVnrw`Qe&`#Zn(TV(ImUXQ$HHeRQqA|oayCY@MOrBy6!4K7Bn@9f-s
z@G~2)l*7u9Su*BjudnG=R8&lnlDNgJ$nx&aPUiCRa_{g~uZ90@*Q{XUm0IA~%w`&)
zth9<#hDmKxL)_jfMI9ZU{r`Sx?<#xC#m~=g^ZicorR-zQ2j<uRvwXMvz1@|S!R&Ey
zaTymEvBp)uHNE+2^1OL`txk>nc0U-n#dI7zJUCumS=p=?yX(RC`}O9(=RH2&zu14i
z-G?t<T$<T<4a(j`+}TxndO?rV!UH!pCT~nRDYPZ$rqH@|>mqg*sWLqH^768TU5&+`
zKYt#)det>eH~P_KfBUrowVywIGRV53ab<Nlf9b0$2OAif3tnB(+?=|)Saxk#x4+#_
zmfYLhT6gcZuBoZHu(LQl=gy9c3(oxc`T61^SMD9Vb{#r@p8vevZyh6JW8QO1|DT&Y
zdGf`r+2K2O?_ON^_*lfoBvyt8&*#^>{r>j$;lqcGA3hYQsHsWqvDee%<7#DU=a)a0
z+;7X4pP#?tYL?CCGsZhgUQTknX_|d)LH+-K92^`CyLVehZOiF=d3pKcXJ==#J^ga{
zr+dGg>;Hd$A3lBBYFGP<fni(T-7a^zN)|^)$AaQw=gnzn4bsj?{P}#|p6$7TIZMrt
z4~Z_WuAaGa5)vJb&1{lePR_M1H%LCl)6&v%;OJ4-?{|v%<LZ8<#_TRT``}Nnw7FYI
zh=`D|@Wp+#)gX_!c8mRZwR%0zsk^&Mxr3MaIC^+++_`h-!Ry!E9UUAszu#_OTD#YU
zuh+K0MQqa4sjcbrD%paU`yG9AbMwNGS^ukb6criu_kIyN)+^l(ichblLiK;YiU$P;
zpWf@{<HHlSE~azK788@aJ3H=tnqT)zGipmlqieSqBg4I#&%Qh|76O@>nE|V>2JJj_
z$O*(vKGt*a%gf6f)6dK8`TcIUMfp3Kx<4P?n~U>qY+(HV`~LqA*P`<s7hgPZ{yhK6
zl`CJ|+Nv#Omeav+|3^Tomo0i*&cPoaAAdY=|3Bf`nVCzk1#&bhI=3a9pJ!X~dhPZL
z8<XAte7l`r@nT`S&#AEIR=>VQZ_N@-N>2Xx?RNg*qeofW`DBea%HnE1y6Qx4<4Hc=
z=Nb|sa_RErkI!c3Cp|wm*P`Twz^m))^{1XackWpIzt8eMbFD-j9UXr>ne6}JPVsp~
zWo733_5W=_34O)YtUZ6f-Ig#);W#(Xw)?;Vhh{6=UoRF*Se0nRRXk*sv9FWK-}h53
zC^&dy`TIBvYis5Utb3W+`Hmdv6n^;fWvBiBKf<4%ojts-_P5V6B@q#kgbxo6UMi0a
z31MNdD1OGXtK?<V^ZE61SzD!EzI++6A%SsM>Fc(|?)_fZjmkbh^ZoMrI=`Z#;*T$v
z{U5%6-~Z-Kj*6=4!(U%tv)zCA?d@&D<YPP~@9)Xh|M|$Cc5Y7RlP4)E>gtEDUJbQ+
zK2h1-pz>3S&wM-CfB*jd_;gxdP+Gb>?d+_D?)`EM4W5(L9==|`|Jd&L`?|~C-g@}#
z>}-p&HxhdB`(mDz`#jmeB6xMhL}hm_e}DhxWZUX*A`C~qy}j*w>ie6U!C&6o46d>(
zdlT{S@#Em7+4kS>6gw>q>iqKMi_z(&OP6voDB0M=h=_`M9{>LKwmL&c{{Fw$9(-mH
zkgxqR@u20s>i4#c4sY)5jkaQQSaCJ0@aZYh=1mhPPE^v+@Obj<nUsvYb=jJN;$maX
z_)E{u&OW{8-<g@lsXNcD-~UgGq2qdd{oX4^>V9(s7>;=B?@cMFd4F#&Q$xkut=E?%
z|9b!DKqK>|ji;yUb5HeBy>s{O(fjrPb!GiMJp~z#9G9=xk)3T>yo^C1uJWm9bN1S}
zy-^GTtHahBMZ2#J)8^vlKDsV;Hw#1IlM{k3P5+kvyc!-q^_QggyvKKT7Be;ccwhft
zd+)ZSqg;#*OO`I>RBW**c+kM0V3u<u;MGqdVPRGV!}@<U&5yIMtr286vMKfSlH^_~
zQ=z=PyhnF-7GK(UdwV{2e0;oN+8K$L5fKqHB#cr#X3lT!c=t%aU}Ec)wb9~xtH0}Q
zzw`I|{r>Fh>mI&bKL1$#|KIVG6?bgXiQgyV>gt+tWkq1?DSjyv4y~zPRri+pN;4eT
zS^V7RRG)<5p$9)dJUq<E;OXhfcD(xgyWU-;uf5K{zq7OX?d|Q4FS^UOwzso)b#*N{
zexQ-L@cFs9LG5$B=k4F}`gG~sv$M^a8RF`GJ}r7JBrKd<@aNy}_wJ{s>29q3UDo`V
zk&*Gmg@w&u?p(hvURPI_aeLcZNB{WK({vd_*4%C9ljTxZS8pz}ul}af#xKv;>&86Q
zi#0tx{mYx1!VCqEj&M#cw)^+vvD)#XqM{Fnxb+n*EF}E={0hp-rq%VInd`hha&y{>
z=<RyTd}p_*dQY42cICD2PEy-%PxiOt^!N9lT$X)%o34~uj)rY{aq;23-|uB#u={?$
z-rg+#UeC+R%afm<o4cd-ciGBP6{T~GDw}3>rTMzKyFXsNe&3;;#m_(dc-(*Z{CWPl
zR;7oot&L7yAH28fE6=>w?GJnMm-+emsim4q@iNTd*(q6n?(}s1#Vb~D%&+;xIcM%%
zUO8rVK9&Zf<~ygS>rbz&-MOy#<t5b>AzG6^OT{0)lg`p`;DE#AZ6CgVHPw9n=uuM9
zoufxt8}vF%(_-XnqhG8qeSD0!<o!L_>hJH4f->4%>++=k|Ncg7&y!`i{QlD6!_4>Y
z-D5kxB}(_#_xJs!udgM(y0Y@dzFO;VZ*Qx!o=Ig5&)O=ryX>vg?QOXqZ)LAvSo-=J
z2M^DYGc%0?BO*8+yerR`W3wngW5LA?pIc{t>}D(3KU?+n$B)P5lW%Rwys;sXS+3@T
z<Bwmzl1@xew5a`6va(dQC}j?_M~Wg>>!L%c|3A<F|G@tLPyW1ndphIm|B4!?pK}Qb
z5%HUA75ea=t)-}_=)+G>PqUdnd-EoTVVQaM<MWZ*^I}(oXt}t%PrtQWOh_o`)z;Tn
zSBF3Q`gE6HGaGL}Oia(4H*bQPOaFe|ylInwh)BwZTdmyUJkS20RJFF2{(h&p|I3{n
zx@B)}G;)jUC4ds)dU=M)Pq=K0_qQMKlRZ39*<C<hzJH>!yVvpmzh1BBx@u@+Bg4tb
zDd6;=-~OLNO^waHy5G4wcJEI9_2uQI@`{(2RGSq7I2zx)$tihrW24h`&6Afe3vW(4
zduUDM=7NupTvwWZc-Ss~Y<~T}$d{i5Z(4t25V|Sg@9%H(<$`m?->=sL0|FWzAMcM|
zqqjPIy;;S-v*!019Cmg`R993yILI!4<l*7=i_3haU0hsd*qr(L<Av>y2hFK*@#|i{
znCxZu|Ig>3(=XaTgs+WCEvWhb@2^GSqn0Uw+Uk$b?=5>91u6yKuH%2<r54C=;L=iW
z?HXRoa|`Xy*M7g--pVb0==gE=c0O4qhLy2Bx8JtQ*Bv-J+kExiynp}xb#!(fyzFn^
zJ6YX-R?2c=!D@!iHTPBoE`IRtT_3w#1p^}^<B4<Uj?J+wUJ$nW^jpo&-rl39rfL^H
zJ0lrc%@rFH1M>8vW4+QZZfsmUh4s$`Xa0rJ+w-38`@gu~&S`tz-3xoG%lG_v)SYo>
zhvB;T{eAoY{o=O&_hYf=vMkTPzrVZp%h?)~z6!asr&3r@Q1Hjw?e{-?y&iwMYVNzc
zyOpi1q~7oQt)~~ar(?wmjUBsoJ^JwQ@P`i{4(up=d|^*zagUs>6etr-@lutmdZDPv
zZDC;{v3}1ducK01gs!cPW>;5N|ML2}|0$+@@Av&SD0vaU;Bb9iY~c31*gYQ(anG<U
zR+}?-?#8OGSu&PIOAcKJH9cpU<#xTiyxf_CF+M*2&yUCbqO;0AT=utrxcR)@;R%Y)
z7nXPmb0}`eyK5D*yNvhmudmDup!##-#ECP^a-}|f`t;!dGrvdVfw#A|I+v7`EWN!n
zc)4FkSC`Xlv)q8~d9iaW3Yp^T|C;V9c^R~_l($ocmDxc_`}*GM@*~HOC%?V5bw|}#
ztykCA_vhW+_3;0{_y14DHf-OqL*nSsqXJGRqSVvV)Bk+A>@Q(oXLGOidn_o0URe=X
z@&E64?Jxhr)<!+Nu+X{U`P}jk$E5QW)YaMT?Cdyrd8a;mKGkhyNYdkDy)#TQg`S<C
z-`~{4Wb@$w^NlT;!cki?6mOR@+?6VSdwcuwPft$^%FFYYmzQtJx_T;s_t<&+|1!R_
z&5nM0divwb<@24^h9w_pV4Pu`?l;r6Cv<DxU8^HUk3Rf--oD*w;eo^a_C2oMVxFJb
zUSD0^KEM8-<YaaKW5(xgm_eE0(+TB>&1t;1w&%w$%(k$$etcZM{zwa_FsQX^VQINA
z|Ng!k+j3_+8nsz2T)6PV$Bzg9{QO+_@DS^c9Xl3OetyPw_#{^=leAfmLrjcJ*qVsO
z@As<tzrMciUQ%L`c79&&rOy$9d#k@6JJu_`vEZT8on58epr-A-+HaA2{{4DA)lPh(
zasbE9_dG5xD!X^=usAczlzX~f?5c@7TV0++Sg=p%=;%0c(11ZjNlB^5K!!;TOuu1-
z@Oc<IJ32aKc$giOl$4a%4>LfN7bw2Sx{$SXN5Mm;J$v?OZC$S|C@2`&C%|-leY|@@
zg2EK9<8Qc=86tSa^<o?f3N|cV?dam-5;|ex#Kr{+6uiR^D@ibfHBX-|&Tv<M!uIXk
zTeF>ATwFvaPM_ZX;6cJmyLTNR`MMj|Z{MB`>iACVEqwAay3g{1FQ{*P0KIQq%#b}p
zfXUU>RYOm2TS@4NrVuUBIdkU7RPEyw6pZ9&YcO50U;#s9WaN(0*VC4+b_zRi_%Jgg
zBV$2f;l`3skpB%C)+k1;6$3T7SB7x#@U(Pyb63~POc7vWWo6w_@>1y1rAq=*Qm-~}
z_X`P5EZwk+!9Y)sZ*$sNBa3H{1|-9-*)P{bZr+e{(<o+dl_;oETt2_9>)P6A@28(X
ze>O}#B?9U+?5O>1_Up^b=JR&H&m?R-zB+t;(w`q6Z|o>kW&pKeL9OKnj~^?aey*XR
z(Ga%UwV=Sj#>OVaQvIf0d3iY~{oL7E43e8Yd-l@RprL~^TDujaw&(S(S)=o^@XL$9
zms@{+ex7`=i8W$Rh2gjN_xXF>n(O}l0<~^~W_AjzC;k2P)x*Q%z`MJ<3m+fjb#Zl-
zJabsuuEruLC}_fr868KCxGY(+M8V1`>f8B4^W-i)e$ON*7|Ff*H6sgyy1IIXiPYrB
zP8>Q>TR7J5|7Rsv{l<{tz^SR)pmucrzMpK#$9f#|^7N+Z$M>z@|4*v+_cvCCHBno+
z4jw#sV_UAYlCpB)qa&OuYHE+Z->-LH?l+f#A-?7#E2zajS>1n8<>zNxzbASYy}e~x
z^W~zugl&}xxKl2xq@=Vvb!x28a{u{m2?+{LPEH@L1p7aHb8|C8!<H>3De38p>;L}?
ziVP1A2Q`nXzrA5(kg=%{Xl-p}OJ!na78Daxo9gN3*A}&QT9ZA)i#t1wuVifvIX36d
zpPDC6pGw-u#Mad8$vOPY(9m#4?eA@lAH>DQ+qdQ3K2`K@lZFUa&W#NVkF9rhaY^A_
zqsQ>(%1YsX@Bjbf2lcDO<7>dR<l9@K)Ai%0J!Aa!`?vI-<xgY|zIl@a%Eozjcco7I
z`1!N(&TaGO&kq4rF3%j+hI#itc<>;rHY|H_fX1nsBS((R*pq%^L!w3LtB|eh|2}M&
zU*tE}3RLK9Js&#l64R+QYji+$t7%oPlG3UjXM7YiJ-<(Wl3wb3KsEo+!-o%FTw2Nv
zD$J*9hc7CAevZNC`#WK$DYFx^V~)lA{B+JZ`52GSEECVFb@zR4#igXCdj5~woW^^v
z>b341o5~=oXYbzS1?=0fLEzoHcWTF1Cw+Qy@~WMC>5SP$4lXX!Hr7}gRGBQe%H*ZG
zAxBa`I{RhRP4U&Q8BLzOeA)ToL%|%o+NfQg(%&yVee%R(Z<ACn8z|>gea)Jgsu#B>
zqiC)7biJ8h^rk&|^@=M$Kfl>Mcg5QMO(s&kUjkNN4bTv|^x3-n-GSrB*|V>&b6p>|
z_rbGgZK12frdqSa1Ozl}Og^rppumuqmzQy8$3{o}_`Ezlw|+TZdwcte>gvVi@9$X@
zJ@J_NHD+THYt*(JPIGhfEg2V?=GT6kdGPhjnKLV1tz7=#^=oc_e}5MjmxTBC_IC95
z9|tvLo}3U|8E$N6C)e;&;KRkm?iY8L=Y#tHaeJ#ki7)TY4#mB4!otmp&TS8x`RyDW
z92j0*UEMxCzD}~WwN*5~KuO7H;>=3(AIv58$9od}7u;E6$8hHS`Qx3!>H-1+4HG5^
zWSB_h+}#ygwRgb+22iW>`np&~23f0;hRvHdJI-9QMn}fF%t!0;Qg87m&z>dS-&Y$n
zb8q!`C3Ev|tz_M4`s`AsOjX~n{f*goXVcf2X1P+w`sMqD)%_HVj5gi*Bwzo>&@Asx
z$JXrYkDi>I9I-V^RLVS$$Km>8tBeZ@De39SmzVikRD4jlwLQPzuJ+f1Q&Y9m&VN5D
z9{=F$_4wn}@AtL~tNSH<dvmkm^I7waMNhpL4)jW!U)Y@PAG4!?QQAE32&l_j`YI%2
zYZQ;P8P8;Of3p)t@@6?RPMYT3-POv-%(fu!?yejA>+SdberKI?dmC@^@jg?H=~Je(
z7^k08(A4DA4qxX|Q?o}TKu9p~>KwaT^B<SB_1OOXI&JiIWAvd@KJ#oM-`v?5Jjb>=
z4AehT($ey(sI2V#@})$vMWFckInk`GQEQ^N`^nf=h1mT4a#=}1!Qsi%r=HI%9=3|R
z1O!X~)u0w7FDAUWyL<bN_xpak1O`qFNjuQMxX5?5nUbYtq>8$F_lFM!f}*0KD|bD6
z_Kb@`$=v+<ldZS6=XYPZ5>oj4+gq(|Edr8~P8w647|P|froOB2joz5l8nF86rO#Wo
zm@qo%L~U7drU+Ees#kq~r@JL;?aA!h+w;Zm-Mjbb++1t6<Fn0jwWjICYPAR?Jv%e=
z(Z1jBCdYB}@rm89`P}RHv;1DAd&$d7t{jR-E-m$Loj!f~j+&pFZvK*(@6X>5vA=Gw
zfKx~6>1mz2N?&(Lo9B6~|NrOnd8d^jU2opxD7FYFyZ4FoN|_q{m|OMfr25efiHE&1
zIV<bbJ38LP=HB^zYFE8A*Xr5KGiJ{0Tt2@}>i?h5{8A<v4d>=sKL(Yvi`{w|7(l~Q
zZ*On^c*$GeliTtCr_=f$K7E>W4%BS0u(V8kabe*lrwboHehgR{5;XJb>hR=0KRyO+
z`|#jk^Tvvgk8b_l@KodV`UOJSQP)>>baZ%4?eFY#++X(>)Gp<bFklD_3=EnrZ&M*)
zo_EIq)D^r}{QFz(9LwTkPhzI)#X7mUu_YxZ8)jY6cv%q`D0n5yltDpNmG$kdt<CG#
z=cn4wdUB*w7!-RCUcS_nt$xtRzTj$B;io5_nX?>TUt7ytx15QIiRaoH6{SU|xVbK!
z{V8qiR(?KsWy4Z$-SYdJ!^6ZG)KpZa{M_ZV5Y$$B^yrb7?&D|A+Cbx(^J_kNu1u||
zt=*V)b=9h{&0#HVuhjNW<6#QbS`cY``s&J*fDpmAx3{}TMM;5rzqz-!fx_d(?d|&e
z{{O4a*c!#c!UF15sl7KgUmx&0-?`@FQE@i!9}E+i3@wF%TqI9AsP<c1ThHFJ%(U-D
zXUB?5Ny&{TJYw73H>dIZ%WAsH+E6lm?;p`8Z{PMN9&Ss#u_3YIQKz~=!U2Yuokgr5
ztINvF=FFM1q_Q#f<M;2!ZNJ}X-kg3u=}3oQ+UYHsm)YX$eyXmE*_pIW{KC<rM-$v7
zileq>wNBLzfAs9^?4Sd`Z|CoKTp9A{UiEw3|IEUIflE`<Ub*daaxVRD`L{W%?W%gC
z#jYC>3bwJ+S?A2ltIqtuEw1O{<izyv&u9NRR;66`Yro5yNb!P(e7EPvm%O~h>fFY2
zaGGxPgn9G&Y^%RL=rzB0pplvV%shQPJ-*^+XAZi{*R}*N_j~x_;$qO4ub55*14G5H
zm&+Gk%rHnfA@Jwh?R<;sZ#s299<r;bt1~l5ndkLv*<!L}$&v^2>;E~{)$KcJ>eeH{
zXl`!aBV#Fayie9SC<r`Y`r^e4qs>P;J62?^(S3MP(12kJqobq4`nYXBrw7cnDmBQz
zXXE1HvLN|*pNGHy@nycV7lddn4A9t+d0Fkti;K+XZNJOB+xtDv=IfPU4}X7s(+gGq
zem?*Bbb7p!ot+%0ro6dX{n6vcf<i(}4%ZKVKdrwXG-}Gs&gW85Ve#zTTy0)K`+q+k
zOBf_DfO`5S85bDt*Zp35($vPrW<%;}F;JArT9+LW_P1%YtNj&mS0+$Nsro=_ypFSC
zi@>yXEo)DmKHVI()-5k@-N{)E<?rq|Mny?EIXOLe_AG6o)Fjh~?^y&Vu3VxLdw%}T
z$9t=;o-sWQ%E8}2lRguVz7Ur4-c)jEv2p@<wnuESf5nyct5R2U_HS#8JmBKuk`fs6
zZRs~dP@{cORO+55+y_$Qv!vS_Iy*X6Tq`&!{`vs8p`OJ$y=J2vxDCG|Y|7T-wpaDQ
z(@7!PJDzlZg&4lI$$MV}KU+hH?#GWGKYaYC`St6UFC`ixTuYWLxe_&3OIb~g&AE+d
zV~J@;$D63MWqIlSXMAqoe|#^_fI+3xX`#kvL1E$KPxBHFw>`YFGI;4cV+#w3$jC?z
zZtm3wXH8$f#o-I6V_Z|S$Muzq%M*?>sef;MlKcLx={3V76>V+rU*Bh$W`l;VA3ixb
z`I2FId3p1v*4Ea7@^W*_xJh11o7@&p+`nmRKtMpitL&_;yTr1cT%JUDo&MF^lky=w
z^9|z`R@L9<vM0DLo(LN5<!W`Rs(XG;_Q#JO32$$0eQ|ZQ_?<g<He_90<;BnV{?1Ne
zu2!bo+w<LBTv%*uY%Xlg4sUk&d}5+<#fO9J51&3|&Cky-d2xY}olj;$-2Khz{8e9G
zFqW5>v#_&+O2ZwMpO<~9dVH++<GbDOmDJSOvbIVscI$QW@Zexr5WBl9Kttrk*Y|vn
zk2xRs`ST~J#|oNzdG@R=@9wU||Ns78dM&!rUQqC*!RzZ)h74QE!nP$n+md<Npzcov
zsFyr(;>1w9^RL(M?*on6v-8O`Or9(}ulk+k%dLXSZVDP29KXN6KYp;8-LUpo320QD
zp-;}X>%<8Un{PLge?0ED-;j1z>dn2q(x3|1;{WgW`};R+FaWiJL8Iy4-ri<s0JXt4
zZQ2Ct&2RoX%c@ihlsnhN>=bI}lXcphc2+=AvQs;JUC54qE-p(BuZh=ITXCwWxR{k;
z;_TVkpKiUqz1=k{YZYiz@T&fViHa>jnk)t17Y4oTyS_nGJB(v%l&-D6x3@6EkwvcE
zr*zVN{_i{7&d;sb;^E~b#BgL=?(HQ;_W%EEW>DBVb^7$_9sT|0)%#w&$S|z>lF^(D
zn#E`dS~=z3{S|@AhAAf|7`<L-Ui8G{;|b+{4#k!og^$|`%F4u6hp(R&r>~(Q(Ae0R
z^zYA4(RKBiDL>~bC~Y!~uUomh^ksfxd|l>Csj0R9%S7HVZb=KfQ7$JasCc^a)|O1=
zzt##03=9({PiAHS4Ghey|5y3t?QQYm=jV>jG)`Z#iJf20rKZN_)s>aXwo1y%3$JEP
zoHi|NZPh%>Vz$=S)`|y>>`Ri*ojbSV|G(dbkB)S5U7z34@h<7w`qCtZjI(PtyuWk#
za`3dzFWO5OW4{?PWc=qXd;I88!Ji+6JW?hc)@5%TR)?+KQ1`cL<(V0V$rC0`QnKxn
zv241$+<$TA<z-h_Ef+Ynz)rPaT3&ngKNpw2Gk3O>ru~hQXKT22rZN1?p6~anKc3QF
z|6qE2-NEF3+cr_{Fb0NO+w=QDbAyqa)71FI#is|IUtYg<$BrFWjD8h^X9U6`B08Aa
z`4*&}o@P{Qq@?saHTCkfl{`EQYv(q9oqK;@EhxzxJvZ07@ZB9tP{Dm;fBk-u2H)9c
zyeChdtoZqK`ou|-KyFNae5_Z(JTGSE^RJ&jH}BqUEhH>l`0<hJlV{InP5Joc%aLyV
zeI4QPwW6J!ogTivM^^+cE_i)S_sFfv-NJ&Q;hEn1u6$q;3vrEMzaYlKYU#3GenGVP
zhfhyWSA4sf4l?M<`gr+%+iwzSXJ@fGn19c^zAhFtn0Rq-bvcLPg)N!EJkn-s&V07A
zw0!uu-~QO`{QbS#?^SW%-CchC++1tlQ)lN|i$|>$yLj>9j=H~AN=izg^7_i!=<RBD
zdV&-0YGmKq)qLkrPM6aQb-Tc&PoF+@TpOlrZVqb3v8}(mvzR?IGn0dpvvKz9*{xX~
z*IM=qyQG{qGA=#5Pqo=$s+W01YA$0!<oA5{gNg}CN=mED*ynA_n{2`20~+9%Hgl!)
zKVIIezQO%HS9pJ$WgmNReio#d){5NsC+|^v(8|}0J-w+9(zzj8rXE`pfBP7?wAMPy
zWxjfm7o=F8n$|iyG*A^hF0;rh`P%y2WFZbgLBUYY&2_or;Nh566DE1@d(mvmerwIC
zbp;$VR;k+A$=TW2O<Tt%D0p?l)6=EawO`(?{k^kh=hAGKs|Oh-sBpC|I^*u+({r-A
zjaRxYc)8!zs@UqUuUb2W)vx_3?d*^doL;lhUWQ4{Gc0V{m-nXG*B-3he(%u9$?8j!
z-@SXs_LQ5O`{BEHc}08FM8(7o-MqQ;+B$a^msI_qhaSe?J|gEZDZ@nS<-)Ml3j;Kk
zJTHHDr?J1E|Ju6P?zp{G2hX16T^+VotDIxUf&~nq2}B16hC6reT-Z^Vd}gMxd)41R
zKR;JIndly{+)uWmx;pvAg@rpRJ}&xF6%!+KYg=yj`hCB+d}o<7u3oL})+f^$ySwb+
z;(ohHRqB^7U(Vi;+R-5+4RZY(#x<@^9Cx(#gucH1wcuNW)4~Z)V=gcAJ=`u|*CDDM
zcHrt&(fxludCz=m|L;d~&Yc~CpdRPpHr|O7CpPx<@G$K92AY_(v9;ZpeO*sPRP^D}
z>2ZfPBp%*S{M_%QO#R=l;vgT%*ZpABn#$EHWqRo4<>i86Vr|>+*GV&6Sm4MUX(ulz
zIP;SJPouP+b<g{~_ua5#YuNfC?4j<JnZe7it*=f###^zg;#ASPPGR*&8;{GaF8KNR
z`FUj%6Op^SN}HV)IxKeUU2=U}?(H`Fe?OQ(36hVGjiKi6*XtQ~cbR^Bf4{#^)|%<U
zSEahYU$3({&g<^xwz08Ua4{q0XN-$W%BqxW`qOJR>dP=K^8&R9LVnJeA+co1k_DBY
zpGnx)?Q!gX2<n{5$mp=vGhA2|s{P}~j|WFOg)eP%>y_Hr-ruoe+RW3xc)6IWz9xN0
z=fA-m(QPxwwjlW!Z+A?%-n@BJUwh`<-)DR2(xnZRpVL4cKIe8m*ZccwKmPrG-<cz^
zEaTRXiq!R<E-qJtqpszrs5IMGA7t1drYXX8vn?sNbNhC4Q1Sz{7&_JG9RMvqczQ~7
zOV(Ac=jZ3UyScSp;hr&TR@a?7F<WwOZaP!EYsZcSJ9g|aTjlTaq+rI^?EexBLA_Bs
z3KW@`m@aI~jn<gzRrCFB`GpLV4<A1|-rrXXnpWtMFl6c$)15TQq3YY4$aew7kB{|&
zCX<&eU%uFHuGNRHUt2F(xb}8*ta6$EHQI<H<=Xn%hq9BiLh!XO6A!b2W)p3zzBqua
zS>h?YCUWz#JD>e#8nJ3k<ysrH)v1|{x8UEOpHV+dTwMAb=YL%t^m3l@>+AnCS_BSV
znz|vhva&K@_0<z+&$e#gzWrb}_NHN^aq;gzX=%68ujPY_8adGLD|`4YyZvW=ZH)&v
z=wu|m|19-^Fe4%*_owU!kBV9vy!-rm29%lh$4YG-bHw2pDZW*IVilCK57pMmN>?*v
zcWmBl%<$ma+Gw$LoRQpr-#7g$Z|*n|wBx+~M)nPDD?+q>{P+PHN@sZR@L^)v{pd~g
zP8^_-WlKxT4<A1^dfA_Ia!Fyl^L#o3TZ5_B;)@IoA}o`VKY#o<5!55qY5o02=m5h8
zH%$>P78aHR=g;%Ewzf`N#}_$a^Je4fe;p^Z3g*W%t+8R4W1P+xSN+!1XNCb|x0o)|
z0%^b5rrBcCbfeo=hp%50yxb2oMSpQuY4*$7pFe-jFiPdx_xD@$oqe^^wZFa`OrKxd
zwm_)<R?OZi(Z|R8k00xmW@Kn)=Rc-CzlKR(UjC+iyVuf3XXkfxtZA})U4BL)_PqS&
zI@!rr)f(U2-!Ff9ny&L~vs|9O^YiWHxy5u2JUZIFvHpKuhKUqtg5&!7`01y7=2!^6
zzP{ew$%(1#{k>jk^E?GDEv}<Sj|R<rc(`3zRh1P~(fRneczJOxTD&;>?Pt(PxL1zO
zgn4`_sxRw~9gEuK7V^49bXVQqT^zi;qS4#)L_zcZ!fHMOP8<ubX0^I47A$^#ZtAIf
zJB!^{T+ITl;!$i7xV|n{_}sa3N{Wh(TA#n)ujgJGq$wmU+$!L-WZ5z<2GHo~^iwM8
z>f8*E&fEWAQ(#*RZKXxe?e}(Z30Z7p)N*5^^Y_UW|HYg*R=;7a`T2CZVa5f8FK=&O
ze^3z>CADeu=8OC5>tD`Ty;{5K+nY|?>Te7Td~!A&hYmS48#OjIa&U7`23g^}Hf(Y5
za=)ON=jK{FuMP7~?da%u)3{SLzGF=uUxJep6Q8VA%irJMXYZLdcP=l(hwtCbE#AF<
z-(URvoM&oGObloeXtL3-@9F93htHos|Kv|yU0sl5@u$z9C(fU*Z+rgq>D3RGgX+@S
zm`|-<$)UCll9G}$3=)~b)<&_Kn{N*~ExCTVdW%MRukB-_XQ!r@&$BFskDnTW%9#|;
zRNbFWeP>rO9cX6fS5jAJm$fPZHJ<0pnX@7Lx?atnkH-s&iY8V4>#2TOR8+L&x``Ao
z7Z+E-*H>4KPRH!2xcKDPbiG)km$5pT$9g1BoIN{LPEu0x>aRU6E-t2?`=5Aw#(ZjJ
z(B@|N{pDrzV)uR}RaMt27Z;a=BOQVso}P}A)qEFR%-B%+I_#w_D=X`bt=ZzBMPCdr
zE-YjQO?aP5NlkrtV`FmAOug7$3g+hGzrVemeCo~J-QqiU?hKMFj){$Z`1Wn?2L&ai
zO<})O<G*N6EIcWGY4a+}hPb#m4sLE^3(z=g)z?>^$JPDjbllvW4yrB|E?hXnw%W|b
z#>SxLM*%}a)LOTk933_Pc|BEMUmd)DT^zJ<siI=Xl#olCQoTWgG>hGO4_#X7&B(CW
zy&tsVX_k3@T=)DL9UUHZGiUC4c>hAcT_OF66L%%vPdh8|XJVfY<Aa6H?GN6(>G|-X
zfZ+gW)x?^JjZC1DE+$4MCMM>|4jzVtS65boCN|=#UaDp)zKE~;$r=|I7c>(z6MOO`
zr*k{sRI#SM{(kd_p31MUu7c{IDY`Zl9};xp_C#!}5)u@QJoM>lxv>2duUP(s935tR
zqa^}P9k1psNj}~;!>-m!uKrKq9NTKKwb9#;E$+AL`uqEP@`VMCm-OVmsp;$UXKj_*
zxpSuspPG_V_vtfNbiXF;IU8MN#e85=#s6uUd=FLzF9+2V3<t{Z*S5>qRy~-Vzt6Fz
z#s<{)vD5=iO+8JxrXM;*hjD=b)2;gY$DpdWk(r%|p{cnUv}Ec;A*Yg(k{0{sx|NGk
zI2n|cls>%M{r(YXq0hS5-3A#K6c~2RwLTRU*4ok0@#OHD_*EK_lN`i!qgn)&-4YJB
z@q(MMZ|>Wh?)(4mx6$-aMJ1(0uQX?VlomO%CVrJf<Rk~L;^*gNSA=L;SX*DeqN>w1
z*`u@L#3ZlNKbCI#_)oW(AtE54Va^<xOuGefhue6c?rI5rs4pNW7|CT^x4Q3p{>-)p
z|G8GJH*Q3{xw-lHgB^AGcON}UveX03tNqu~emtE~VXFHyh7X`s33KMm0nP6!Dkv~;
zwL0}(77`Q;)chj3|CnvVnIB8LCa5y_czPZ@*vx)$kt?^QpSz2T%TkS*UpD4Q8h{%#
zlKVp>H?cIVjoSLCsveX<&cs}Dud*_(Tlp!)lj-KhWcGU%k9p6`vz31M@S$4d{%=+X
zCxN`PVw=HBXS+T1r>`*I*q$HH;4t5=mZ#5{v!$cML(b=yg5^me1~paHlZ8^Cz-FCn
z=i#@BrNOrP+my#9E-o%1Tz}2-LCQ`DF)$t2ntgpk&CeoGx0$PzX>HWjL&fK9*|$dN
zURMRpSaNNzTs&*hl*cOUd@>G~m-&JQIYFZ~pn*{_ors2IzOx@)Sm<07)6~&%Vxdm_
zI`3aE?nZwv{#kVQ;{t^R;reX#A-0=R7|Y+^lRZ1j^ssn*4Wqhx?DC|*KtWKK5tJJD
z|NE7_RXeM9hASu#8YTCec7M;8tY%p5J6nylp5eihCoL<3mp?kt$PBS2amv(>-YV>o
zOb+?^`E%^+?>(t-b7R}HXU~%zEP{d)4_`?CGwn!E{G`b`j1M*>9u|<6?l#T7rl73M
zJagtu(3IWh^Y;DA=hsE`c?$>%TJqE$Tko~B`dm-^q}e)=2jpu$Fp6-of+l`NL`4}H
z=FFY@@lm&a(z`o5A=bZ}dgfQ^G5xD5k&_(0fJW|()6Y3@G^U-Mb@1?E=XJr+s(wnU
zN=iFt+<tCucJ0#EP5yi8Ps=d8diwM!Xw7WKy*-vu+j2C&zg){!-`LUN!FT4@+Sony
zr%l)kUR+oRnr&ow@a^sGj*gB47Zy5$+F*Y^9Oj4EooD!Zde&?m#s};7|Lb~pcQ-S`
zwe|7*iY)75cenN1|C4yX@Ao>H>7ddt`pmDTx755DX3U-qTGPegkd&kZ%KjA<6$uv>
zI9k;H+Jd4`te~L4VAABt4`09TK61oGMMZ^yVO`u_E^~8paMn%<-*H|)a*_@ssD*2o
zbc6%6=(bnN)M<U(UWONKZHEsZehLo$yBfNW%{4k2<*)MH+|<A?W6{vl!}I0!b<h%7
zMutCsKA#6o&NK7dC>&Q^!?(GkqhrOU86UGN!ReWUK~PYzqoc#X!Yt#0!cISb7nc<A
zQ>T8UGI(rVdW!ME63@vW&RM@daQU+EWHn!{&2O4mxmQ(5f+jT=o&RC_jxpt!{?%n#
z><#Vw@@|QV3%|U-q#@F^Dh`x7^QQRxirB^@VeEGO^YNbeO)XmN4W6E!Y5zf!;caJB
zYnLoHemq@gx!bm;Vv#v6UM?<A6EC%YefT%}n978|zrR1;{eIu!pP!!x1_UI0xV5YF
z^^;vZf`Su$6ECqxDo2(vd3typVCJ`JxN;?AP5gej*49=~$GuP1dO_G~NYMB`GRsft
zP2prnKR>Uxm0SGL^7(a5-QC=Fzg{SVG9ak=4=R+v;RsbclljHVmz|(NiNeRnR>beO
zn>1;XfSg>Pu)5!Z^7r>noH{jW@w%|~VvdfE6Ecr;?|nHw<4dA!#s6t5*)LqbE`EJ|
zJUhdk;`6o^Wp5-H9^BfR4Vt@$#60Ke>8~f*L8ioF%55|_UR>=yC?Cll$po6zPJVrD
zEknaX=k}ySEu0djSt9f5er0}ndD$JDYa;iaIkWrpUWQ%slaIaV6OI&)+|(ehAJ=1D
z{*Hkm?aU0u^z?Ml2pVVz0<;hpl7_y{_~^ZD(XC>J?yjy4RbR7Q+}xZNUpx`2Kl^|s
zi;GK$(Dgr?dH2+xHeh-4<VlNoe2w7GpFfMPw0Crzc$SjJ^vic6$N-0FmJM^QO0|mZ
zK_ds%sdK(CzNq>$X;O)Oa<XouwbJL5nan>fdFv;BdUEo_nKLf!e6kN-zRdhkHQOxr
z$qrDQg=*@)RJM(s{?R*SZ3-ttJFhew1E@AF@mUz)z`@w+)Ceo|Q$lBaaopxLjln=y
z*SGJofS}+_k-uj7$2{flJnLOESBEh{`R@{T(3*}#_n+m0TgH>^PK2EhVtBQ5*|JA}
zety=_&@iyDtN4&$sSld<HavEF&(UK{6DQtz)|=C<!}#Fl=Jby*7WY4TadGjbJN6Fd
z`~nQm8H5BU#zyS>lXnR;(DAps_bO{G&z}?1PHf^i)50k%ASBe(Ev|p)@L}fT{qn~_
zWkE*=$D2DlgCTJvvb|EdTFIMX#+*4lpx!jElu1L-%9fy&F5C0&8l<0-X+8rAx#-Za
zWBL=<PE=*k(bIFAYgNj?@b&fe<E`A{3@;`*`^~e_JPxV@biC$&j21GkI~jITh@q{u
z^<lsLKZXUjMN|I$`3YWj_3d{4V$aEHkP=F1$64u{%8`>CKy?>raTWupidWLo;<~%L
z+<kA=SJ2ohI5mX4hUK}O`A#o_%Tmjpo)W#XHah$i%QknE?%mSW&Mq!Sr_Nk?`!;*e
ziQ+0NX8Y*lzqk81A5cwANl`F17T&jSUzzM5LBWZ&$(Pt~8b>l6ShPrK&(CMG16E%J
zEg+LJ&0^Ua)oXsQg1NP|b*k0%=kx3P%yMrXxP4pt-o1OE8Gp0<dpdjdT0m1?Ow7y=
z-@WUL+gtVU$H&KP&rh5`e|$&b<AD8jwG~xWNgo~@JYjO`^8Tu?T8kDh2945$trnD(
z?ajWvE_5evN5_eM1}~f6%+z6g0NPBDbJOU|e0zD&YW;_Y+d&I(K}%&HAM0IxWoJ`U
zlR^2r7#WKK22lO_{@z~D5Uq#fy+1!cZ%jDIq!YJC;`jIW?QV-5_t*U``1`B$rHrt;
z-;rNmUr(Gcq2ccC^2f(|r8~O1j3Opf{rK<@)Pzn-QW6pt1`RX5c#&Z_tGT1&O+(#m
zbG6zDu|h^4zI_v$ZI)|fxi9mw+QYYRW8Z$hzBW1>)TeP;eU+=%P5Ifmx!QZno}ZIl
z7`FQ8BvtPg0jHSVWxf{H*4-^FEGy4|)+<l(TI%8BBjUs{an>v?hK~F7|6{c#&zYmc
z&;c5gKJ@j}*|VYyE_r!*rS?jKf{~3qJc?y+F8tN0)X_ZoLE@&_z5T5dma<<sdzQCX
z+T6_Y-j2fL9Xob}{M>W&=uuGpe0H|^#iicjOO`HGw6>Q1`}_O!Q#*F;T9kf%-i^)a
z{0t8s9BkIm(J|2wmXPS!u)$!ZPf?N4l`K=M(pM@|U*3T%NNMZnkU9P7>8>UH_x6_B
zPuIUL%MTuiIWK=xJd)`EXx+j4J)ikLeg3>O`RC7{74P?cHz<2^!)yNg7Z(?=2wu(?
z6C3;S5VwB9-(O!duC5Z@w0Scl!@qz3*q;9V`*-Q}O`A7AeDtVkSLy3%k;g!tv0aGH
z*!1b?pbp6G<GJ@vTs*Of@4>^v?Hg-<m$9(2KHT^F9W#TBWf2Q2E9;BP%lSd;epbHO
zRr>mrZT#nFXF<^hT3HQRYI$O!GHB%NW$EKLNs2BzC66CVJu_ARy$xu}a82aqQ)}%7
z1#eE<WK?(av->xXX$%*RA7}5k|F`4d#s?1`Xw5%=^eF4uf4-Z$Iyw&g`}_OjMR)nc
zTU#<2N^C0_85x6q&Y2^#GCW}M#RUr%Fods<Gkw8&=HyAo>+52d8j0)2ne2SG)O)&5
zmALmT!(=u!-&rc){^hmjDoRSP7o7iL8uz(ha(~MD6i$ZlH4%!(Grd$>9O~-qoSdAX
z9k?yo*ZCL%0s<Ohcb6sJ+f&KVz$a^U;O0%q=<Rt&FD!Is1T7>3)k@FK&*x_V<-nri
z;*I(D?e5h7|I5$-UAe&}bhfaxv~~6BY~Q*NC8braGiUC)xBo&w?6LPV40p}5Px~`z
z?_^bmDVMX??`><BtKv9#@E~ZwT1ZG}L-BJz6*V=dg#ihVj&y?hcTUdEf>KglH#esr
zK75$@a63Oc!-}g}M~)o>t<hN#zFw}TwidL&tfjquasK^%3=PwCqmvFaFoJ5oX?n3-
z44{=Pixw>c&D3|-mMJN%vc2=HS7xRT<AbNCr+>T_ov)~=$!Te6c|po|$&R9@UajX#
zKR$AGad%hN*5=OIDwTU{i(^uf(yy<t*%@Y7m1^bP-`6`mu8K2!eVprZzqubk6R4+8
zds`hp)XM$v$&;3a&h3xBy}b=eD32aLUU*6W8A}3s$8U$#SqB#vvqf8$^nWRdJ*Gc#
z@8ned2cV!xKR3rQCr9Vc-@m>>nr?kEk$1f#RNtw3xTMUUG^ynD-Wk^C7%u$#_)j;O
z|G~SvyEj&U&(ma{(a~{Ymf_20nYlWz8Mb9yWZIs8f7;^^P|IA&IQaVE=`&B}-s?zt
z$@u5Z=JN)%ze@Iey%x>E&E33t^X7xE`)=*^a&ftKFy@eZj*fuj$tC<nKAYAu&zL>C
z`<|Py))#JVadGj}g_252i@daTA1WIKiGMNtpzN;V&0vvqgk#5!9iTp?;cONs7nc;x
zJ5QTWOwnO{urc{~!H*A#>lV7ZxP-NH%DXH}@nq`k=x}gzYm)(ucuZ=wd&!(|h<&1A
zWEI2lUg>sDVYLTW!{c2mDt34ZdBE!Zz}AB4{EIf7+$69iDD&3D6#*J=>^NJvJ%t1#
z=b!Oe5U6}v@&1<*wz?&Ue{c7(ZOF{bESl5S(Xryzj4zHMc9Bd6+<K+Jy{bi7$(Psz
zf2MdcF*X>dpG&y2qY$*j;n&yK?H?Z>e|%=9anam)9UUt|?mTT?QIx{Tus!EyQ`p+5
z#QXbdGcGUVJ#^^MhVu7uTk`HoMQ_iW`dG-t#U)KQe%<WP*LQD!_x#h-U9onTE|)qc
zR_%IcDR@`aTgYQ~*;@fg$<Cd{&!uGM+tpgt{d_7eV^y+Z*YpiupvG!Sq|c89s~-G~
zUM6<{w5aLYnfc+M`TL;YU`XS$bCZx=$BL3oEDgL;CJtU+T_-<InIiJz=g*ViPPy=}
zmi|dIK7jnWslmNhs`cVx_s4H;ZhmoVtF{OiD`?QJ^7AuLlL}nVdrX?S^7UVC-m9uL
zJ(7!G|4cr_9(eSG5W~Ko&t`x4^yv_2l0ecpje!BQWKdij6fCE~_AuOedN^@P&!?YD
zPx(z#nJ{Tx{C++L(E6FrTf#a)z1uAD$#ya=J2m2uh2-7apE`?q#<Xc|mzVo9Utq2K
z_2B)NmzO>K{ilP2%;#4D%gmYO&Gru8i_b{hEu7S=!<gXX!}IOU&Ez7`zMGED&WUi9
zJ)g2$br?Z~@y7$q{4-?U-`TnO=9>g1rA1wj^yK;40_)aJP-O_w5V>?`|D>Yg;=q^~
z9Z&=41Y_ZJe)c08`@>F5Vi6J*W##AR2Q5Jj`1`w6R9rmy#)iZlm7mqj^6$mG?TS(c
zb^caa`ur#`I2O5o=1kLRx6c0F?sNJ8s1X1f@c#VlENBvr;lTfY-|e43`h?&hmGOxT
zJ}AL(Yv!d*bw6FNOGLIcL~qS%1x;OmItG4ze4u6U>GNyF>i_*zKXm92xVvj9;m2Am
zaOT%mj>swo#=D2kZ%#iy?RANZ%aa8=PPa2_{8Zh%`npoeOVC2(NzH|q*blVu?@s=s
zDsORMT^#p>T6F>UL!L`qTs|dUYG>AX>pjm}e1_fK4Xd}aEv~({KNY-?c@<wDi&ev=
zeNQ?#@?ON8291hOJUV3#*E0WK2Jd7Zc`T6CeC^H0mGmIIJ7qR=L`X;rXx-1tOG_^;
zx*)C>16l|7WEYE|;7!5DD-)u(75t6gz4ZP$)(6vbR8wX$SG>Dp2^vxZO<L5|+4;@2
zYE|={1uC<56hG&irW2{;9=n$BxqyIRsBh%wzYKjWw@e<h&ON*Kqqt<|Mg5uI^Ji8u
zsQb)l=;+`8jbOif_wLe1cllb8+uQTO=_JMd)a>`ySBp2>&rZ3s_V>Tv&#wPq{-GK@
zL#LRb{QbS&`*pv0_4M@Ej!T<nwe0`@FB;T}o+$gU#@;$5&++-o%QJ5#FHL#LcqMDA
zhMu08<-D0QIra7R!Hw9mhTwy5Cj9fhyZN}ujm!MMrycRQuXRF*;oIx${Ge%*dD<de
zcXkvq8>gQ;a-fkJoE2|c=zYp*_o`dzZ_BD7(zbqe$bmhTJzv&N(D76N1y?h_9miC!
z*2~NNm6ep3Knr#M{`&gy_4@sX&Y$=1+Z81XPGS-uL(bH$<Z4}a{CtJu^D{oHPrZ5g
zH+q?6Lt|s3ho|Sk?f2`to!j{wS6@{!GZRyG>oM@)QdCkpe#CX&+X*}MLpdJY&TnMn
z<!QEE_c6V6hiHuH2Yn8uMO}&f3+8I<Ji?u@IbQ4i{i`n+@9Zc{ZavK>XR~9~bVVg4
z>C`<kcQ&Q&5_RzE<BO`C<Dfb-`h0)<s<W$#_!nH#Sna+r;J}ZNu6p(6S*HcIvH#(2
z>NsIjys=5tk9Bd^rp;4#SN>n;Cbl7L^;Eh2e?D=8<|NO~Hh+9;Yxaq=XOBKRJNx3k
z+G-UwwNsJtN=loGo=t0(Hg+qY(`|EGW8IzH@)S>|nHGgg({v)6^6u{PJg%gy4B8zF
zDzA=o3Kzw+b#&w~2;0382!FTDdea)_if3meS6t1S{1~*0@z=XVC8bT-zrHrSzVh(a
z{<3E6^4q$ROb7a8t&<)d=>&DB`%=@>lRrH<30jx{j<3j#lU_5HzvFRnHxAoS8ME{D
zx|5rD&cxUMZ3U$=b^m!Thue4=8J?e?e|+!vd)>U!W(#J{{de;?C|fOk&aR@)Y@UBB
zB#+_c&7Zq$!2>-TA~&aj*O`>Q4*T=-`FsJV1);0MUfkZkehR0Li_5o_TP*9%^IsJ)
zpI|FgT7Gx3Dg#T2_r5Rh@5_T4!>^~fxTG-8kWWze(z|m)|LVJwMxgBnGTnCO4*R!o
ze`d}JIH`ZJV&DB~x_^S+%4~01&2~;vLCGBy?+z#R1MNdsr&uH$?zRbMd4HdWVRh?%
z2bU)qZ*0sD7|!@Dbk@^r({0Z=d+LihW^{CDEnIVlVUysqeJ;s!-lu<0;bu5L$FdpJ
zkMg(wYf@BH#K6$m*=bStXGaWZ*oph0(s{FWPipLIo7_FQSfBs4l!#<H5WBlf(Z)sw
zw9RZ+>Fa{W$9NeI$k+dAoN1hX3REd<643jU^H^)rgO5kWW1ieRc*2N%gZFg3iccri
z4KpvPR8&?zJTXx@<I)n&Z}0E-gH{l~-~WFablBs>y~2s<(&5*Z_#V&`w$W<(o<H*%
zqfONpjeS3#Nl$*vD`j%v>FMc^h-472+*X+Cd+W{B(+`>KcX>}!OpuqCZ?0|l$|rBv
zQ~hq|@}TFljMMq7%HDA3>+Apc`7;r;Gp+K|5=TizmPd~s2}nqAl$V!(d3E)4%DTk5
zIy=y|<X>N3AHIB9xS5^bEiG-C<IL6J>y@mmq_Vbx5NH8K+1se4ue@DS&Y$rWe>}%t
z`jGwvFGX(#i<%z=KC{huZ{EBapdoT0Yb&TXZIF6O#OC*#%~P$euZ!LN;nQh-(8AN>
z*VaY{hJ>{I`}_MbXqn<nQuih-+_B@vf_s{pnjStrE=fsBK|w(Rva+#%*%XyFCB{6t
zd2Gs`Lp}YBf0$0%C^k1WF&WnUC|DSx)#|iR;M}=$p!Kuq^D5m$L`6ei-?6l`WNNsv
zHG8^%6UW*xZ4;^98P?_NLY|$QYwff)tXtK48fcMG+1ptKWo2TVoSZ>3L4~TuRIiCM
zW@xksD4CjuG6?Md|8IAQnx$nVgFyYipXsfyrp=zM&Cqe@&Yi4UHzlR)k58wA*AVZT
zA78i9dfr4um!L`S)FTCp<7ezl{=>xk;h(O{)@p`U0np}|eLo&?&#|kO%D%qt=&I1w
zAD+*z2TdxpdHoM}7k&Ed852WIZ7m~1W@hGzbLY%%6yLad6*PHxWS(s`0|Pt1oJ(Tj
zLdTg04mh;5wtA*cnml=7*y@WbgVk61JU=&gVc6=WMlLRWD#oARJrihn_k4z7c{P(|
z>X}nBejjq{H~X*3^oQxB!`8_TEdm_8yhlGiJ`U<-sQJ!15vc$2&SW)T&~`QfF)=oV
z6X(vcG5q-bTYAdZ@86H_EPlSkNKa31MfCP{o|1omZ{EE5;q&L|MZWg-_A7fff;Ln<
zf9`$$^QTX%ew^&+SmPi0lc`5~jYrzDcc*uioczLVy#0Xjeix&~w-^@$t#rxA(9nzD
z*K^@QfaNO{N$WD5e?K1czqz;f_7l_Ay7!0bITd~SB#rfw*VRNmpJ|-Vmv(km=)_gR
zf;V|;Z5GBqxmj^k;2C$sgny?wd9Sh-9IO7JCDK;?<CU=857i(`P@!vIZx>hlH59bU
zzV9+411RbDN}DTbYH~WN{>!?UVZxAb$$R?b$;w~3vP`5zL_{9Ey1F`b+RloPi%yp6
z$L>nGw0nhl@-dz#&z^bp_w@9vs&`OQ(mvoiZ|#haOy}P3&$rmKn*WbiUE=9!hA*47
zT&A@ycztbccl7qWg)3HY=;`T!7Bg1-JvCKZ)NZ-})8k{khkt#2y|MVY-{d$~MHVJz
zX3&Z*&?Fi|LsJtIDEHpmQz>Db##2;Wd~tyzGid*eb2}d^LrQ9@qJ{>?Y_nXaloS=e
zITnqe#`*hudqHJBBSZD~cdpOR&Hea%e*L1#&(EG-o67AeG*S1l()qA6ccv%bv0c5r
zO!vZq#)sn5X1?42DMyWTS@vdJRI>DAW&kbo`gqp-{)7Gh|LX7AvuDXXyRA{Y<>loX
zB3wRmECe^FpLfg1&~S2gHmv@Z0~(P3@!?_6%^No&eCF9metmVddHs6*Wj-^TK71(n
z^7ghk!v*Y<jv=j0_DV|8$3X$OQ{R2HslD6%rQMkm#6^xA=s%UV^2_5(3<kd=HYT-(
zxUIh0HPbj9G{6%R8|&IHXM5!0Vt3wipq1r@pq=usUu)mFd)GB2WQs-ozdepKPfyqH
z7F2cvm4XkSK2>$=kx*P0w>RqHE~DN#9XY;kZ35P1FY3}#?!@Z4{0~^UBd8-(<L&9n
z|Fw7h{}%tXvJKJPQ_rn<TEKuoL|i=i@2{^Gg^yT7xImjqIzh)x`1x%rF^W<xQxu-4
zt2xttLCC9RU5vXzow~Z;`-yk=Zq2ckjXJrcUpM+py`{{(wPxU+K*gIIhBlv0D4#fY
zZd#i^Xr7LZS1RH0v0e^-{`F<9YX$2YJ5Gd6F}tsC8~Z)~m~hyEm=-z7llsfqKK#=S
zX1KAlI31KIo}QX|=~gwU&+X&GQ&dzmVa^<I%l#jd;Ka2aUYArS&$2%Evo37G8jiV*
z^WRkbpQg$A<itc}&~EyJhfbHizIGI}-J?&|8eDs=Vp{hxU3mwW`BkIHYm7Pf_UycA
z`n9O2=t9r`az&+09P2)&J3BeQ*L$?)ILF+qfT`6C-g(Vt)!%Y@<n84O3kzS|*=fx1
z;QRgh<Df-&m7kx5?w{u35~BHRTW9RnuIxXNQ$DVfJ9d7$uCed02h&|lmz-i;(BI#G
za9XAl2al{(h}E+BQ9nK$=3l&H$BtQ7L96;7NY#fOvpA@1CH3Q1_TiTP8xd-?0c%$l
z37uFMyIU(}Tl)EVp*vfyK2`}*+N7pxJ%!<!NCa;&r`)k0Pp@d*+rRoEbH;i{S;2|A
zM%$Y>+(p*5?0grI?DJzml-g~rv)9+fg3gNoE&N=2QUBNG^LE<TQ#(3NbnN_DmwfDn
z)s#z@Ef-}J{$lC>RK+m!gX30@X$&7gn>9NGl?y&U^R1|?lsv;5q9FoWbCVSisonAA
z)zJgzl}>qosCXtB8^*Ug{iIV$B*(9N)$flUXk>=wkrRQCNrDtl)$2cA-<kRO@0zxq
zA1jKZcNBV?cZ1r!3>Pk676u(}GFi>{$%@HmALt7RMt1F767-l)_1(+pZi(L8BKP*E
zN-_2I^c-nqW|z@pP*K{%vhHJgs+ZeiF4lxQ>kqN;Z*tni($LJtdua9geO*_sgtWA`
zAHI3>=7X;Xo7uqw7fjcGY_@p(wam-y@iVroGafjGc}!y{xUwRUp<(;|I#6Njbg*?n
zXUD3QDQ6P(R!%W=(>0W<o^NuprfmH`?xZI6NX^J+3|3m_6crZTO3+)*U=aJbzxZF)
zjGe4=zyAI%<^EWve|y%R`qMl36a)oN_GkZz6f91DAEj%M%C(_jVWP>sjf+!Xd4xEE
z!f%bl^&hKKkG=jr)h29t-_MQTIfYC3-5#engZgNZ3qK|Co%_C;acS??>D%x1**!>p
z;BMAZ%&@w#n4@EbT0yTp_k%xn?T3DwS2J{Wtl_%;WAlVd&%R4OuCh*12b&<c?qj;*
zvuoEh*RoG|{62+!O3_>m8ygu(NlCT;YD$YXrKT}?dhVM4%VLSjF&R^j`#&1;&dv8)
z`g^<A((1gLp6p)}=T2D5ZeVLG+uGU+)^cg)Y3qn>XG(hQkI9%Gh<Q9aI$GUmlH|UW
z@)U2TkDoprnyBm!+9};!f7{qkNp;aHgX!f9f?g&GG#I+~YOVfw^Fdkv_k2mv8vPYT
zr=lL~YjnK+b9Kcgsre@u4LDmmR!l4Gwda1=cFIKvv<u+sqNk@zmHYQrGtaeteeFkb
zpQEnE%@4g&jM3W+4mQh3fjpkY2?|8j-BCLi8ck#bt?V~l@nnVa^&hJpk5&JecIHE<
z2E*eT_q-K8e16*$AGq~O9lUw-=9Bv_E`6seu6#Vexb9=Pa*y<{zu$SQ|D4e+JJ_bq
zetd7k>c-3`E+Mlng-Ol?^{MCn{&i~E7TcP$xsR9GpKB|xfV8kzxJ@y;BQ1C^Gkwzq
z{-1HXQtJ5QizWBX$?;SHol&K-xJ&1wkjRlAi=%p;f0sP}QG4y`t;z1Eug*Mi3bd$o
zQs>8WNf$5f(uvP|siyomBulY`ae-H=)w+LIg5PARYJv8MD@hh~PL~Ra)7mO<VEcV0
zUMUGPlig9BUPl=wbgbywal~8K;9b~U>+64RR8808`PQN3_-(Gkr_Z0C+Nlaoy!uc`
zf9rvm?XP+y5A3PDbFg{EtW~lMc{ew)8X6jA+}ff!XYSmG4<9n>>+6H|i@x9cT~04%
zhl0CpXU7`0$CIR{&E!;3Wvu=-Wv<uUDNBBzd>YfCwf2<r0co?G16wjLPnbQsyOEjw
z(be$yqqg7gfX;#fEiX9UCwq8X?rqRquY#Hy8)&3n$|OS}{cdN6PLubZ6D#(}+MG%K
zVKjBtid(Dp2z&vZNMe4!M!1=cx9L*FoyDMTytI7n7r{S&{~A_)dZHD6MXFHIQ|Wk6
zQRnn?bA6XDT)Ny?ZKX)@=ikfx&2u7JoxV$jpHq|k`0wmohgF~sQQu-E?>z>3D_c&z
zd9bl;ZDyN(py`KyXLS;k78MnCPM1o^li9mP)@H^-Zx!oErUQ>2C4qL~|Ni#&#L1J5
z*IwAalC>^7Q7EajDC)3kTvkNJik}JR@9@d-{Od?j_hzt2Jj4Q0e_??mXzbK!;e^Lq
zTwKHgFD`w)<A}HDl%6%yb(xR#Jmiye5mPuVbKuw4*N;J4`V9&mI9R?)F}7%LIPq`B
z>{($^$3>q137u4!vNuOkK=Nclf0pd~`$k_GKx;iE|BI+8Sszf1O9|Puo!?-thh<vN
zx<Jc5zmV4{H#t*2JvsT~#p3=0ElEn7Tz{3e8ymm(^VMGY<Wlk8D#IVzp(oo+?rA+;
z+<(UXTK(VDnY)B6Eh4MH113wBsN~$+Be^zud)sEvsPF4*YbQT8a&g&YY_64=mnGF~
zr~Fj+0neS-1Cgs)#dIFHcqwTsc{99t{J7a&zBZ&USWxh)RPpKEFWglv??ktK5-Tt>
zms)a_DR>zJx46+JwM|Sh9J{0}I;Wg4duhF1FP5o|*SOYJv-9#Luh5ySbG$F*Ph~RL
zq}KiT?`&>I;fc*FUxaNA>FUyZkdw!4UVGs9f&LSZR?T5CN;tsq=H}+*cZ#mBk3YVr
z^7Dt6%jbuE4RUeWWFYtHDtn#Q)w}a$rs}w7MjCy7CTaFWJRUlayfck&V(7{u{s)u&
z?K&4aw;wuvnj6%;b8!K+G9NyB23l6BWNIq9yZrsJWxlfoL`7S_->;89S0yYM>QQN3
z#lcwfTX*{`(}Xz>5^L5Naa(M5>|7JH^%;Yhh{%KA@An@EZPwZU|1babb+MP{hAebg
z9kv!Uyc@XKZDHl-XGK@9uPWeUoLH)@AI`YL+O)Uu)c!L|U72GJ%zVT3{=SiV<CAC4
zKr;g?!q?9`8D#LSW50vTwQlRG5XVeTIflh)o3!`TpPs|AC~Wn@u+>j(R0RW<PC4`8
zX`h^ENZ8_;r{7)Ge{klQ@}|g5Z&-}d&&kw$y&A4|eE+Xk+Gl2)uMc|u>+ALSj~@>6
zD;pRHKu%3CsEFlg+_A%gg^lgd-Mg}TtG*uk`1m;QsVC2$C*Rpo2wIq6V{2<z@gX54
zElq05PRQKo(gmhgR#8%i)Rb<A6n*YoK5y4<xs7t=Ukn!SaSPV+zAx3<kuyz)@xi5~
z-k>#7lOKZ?rcF}y)+${$+dLn%_4Dwfqupos+13B6(TUi=&@HZi?BCzt3om9|SRZd6
zv%fA@%ee573uw6oCnx8Pz18M<cXl+cSfL>zF7BP$#xLJDWr~Q3nwpZKp`fOwW=CJ&
zx{%n;6IBL>w{vM-%J{W5@Wup}Z>}c}T)i4P$F};~lOHpU(_2=r&YpUn+hI-o{<x}j
zh=rwncPUy}`WLqSC;Do?hs)Io6BUp2$(Gl@Qj$1){MJ?{71fugCakDhoSL#h@nqhI
zf4VI?whadl9t4dE`1Jk%b~~SghiA%TA>>{9mkh(fyYz#jCWCgD5||S$ZM|luqI6o@
zvgqat!GZ@3KPR5ji<PO_VQw6}T`WE=?W<Jp<7X~quG3T|fX@69R`+vBOjNA;{*IRc
zbmq@8zqwr}C##<><YaItD>Gv_aR2`O2Rrufw?8-6T77C^VWH#QU8TOKUfiEQcP_8J
zz5V3RzkmMpOg(e*{CW4fx_w`4^!3+g$+vW@I(kQLpK;oYYf5J4K9s(wI9hRA_`y2^
zed*p43r`9$_|3Hv4PO^?&|80ROH&gQL&NOZ(x7vfB#qNf6ml|iE%rR+#4$PfSkLJh
z+VS@)pPiZ69Jx6ybkjB$74ftmVNRK!e|se@7PQofWO8VAYOMVH?BQAS`$sy3)j=oI
zT(}UhW7n=zg;kwyiy0TZKFH0%F`@7I6O^6ys~q(c{QUTKmA%!P3hul9g!Ek_F7-$n
z8)RNmd0813C)d>6y!!jXjulQ?yV~;u1d=5fo^7`^Jm#ic6tU?H<CWFH%R!?^9UC?n
z+-$aI0PTcvTYT`^+UTXpkaexoMedZoxWIVs+&Q+?O`A3qyt!ex(r3C}ET}@P{r$}|
z_1n9<-FNQ9tn9H|w{G2sZ{N%+1Om?{x8-YkoqKOwmzQ@wuC=Mx&4nQ)jw6cCJnznd
z`1-%9piN`WUS3=^wY3*FBs$~lZ8DT}2OcMR-t$e_Z7Zed!?rc26ZfP>mzaF`dcE!T
z)|t0APmkUqD5!AW$e_pzv_H*9PT9Rr#OcMfrkR$-%PwS?9J+cn^vjEj&N8-DS02c0
z&%ZC0e7sL|-@bi^?%s`cadqwd{QSK1l$|v{H%S;KwS4&WNhmHZ4zy+W(W|Sgr>@ez
ze4;b!*z|a=g(0uPR06eHXW0LLSNzv`Y0(2wPa`8A=_5ZD<}2vkcS>pcp0Aj4m;1)W
z0)0oNpN0JQxjeis={^mbShTn5YDH;B4)6Q>VW1sDeVvl~+`Rf4*;ys+uAhIet$nij
z_Ey0_$rN8EMWt0-?;d6!sW|v-hQ#6L(c5O^oi{5|5w_`Aama!thWCw=+A6zZ=Y3qQ
z>zYq1wpX7u?J%6`bzPQAqO3D5%_=}#Gw|xie`ggFlr}M>{gBdJ@7N<M{+h|Q`1aPD
zwaJ1LWh5Ac0@oVF?M-<XbNOY?ueTX*&8BHee#pHURM#x=_>Y~^Dz$TrDvP9+$Iq|$
z|L@ZG52Z6+W~)B`Zkof<BNbZLTu>)3c(TW~!6jsI&-Mc2d8KaxB==ptIsg0Ja@hrq
z9V@mOFsLk&3Z7VT{N1+2y4gRcy?S##+nm?M<yr%yg5b$jN+0{`x@O<)O`EpecJ|Jn
zwa<d)y<O(maUu$|!|G;;$w6gH$sLuK&$$`*?zY|<mGJb`?)B5>+)v-Ll=J&@)kRUD
zZB{9XdjB+a@4dWnaZ~A3-_U9Knz@IRneCNUx$-b{u85K;<KEs?QZBW5H)p>~%4(30
zr%I;(kV^k~D|XM~{<7CsRz{RRH$Km>I;^lxUNBOYt-&QEQPtgs@iI?*tCRTi8?Jkj
z=bVkc`ZZ@q4Yy#VB1m5GnDV^IYBxWM<vnXFU+%yDR+U-V<-eXT-&_=1cK)9n=vrW$
zStK%Z=B~5aUTig|>c0ybo%`VHzx`mv@g3Qh@3gNyQDwGq<JRDKrB!10_TOaoa7oqB
zKIpufb(s&NnBJC;iub!pa$m(4cYMw1I3c)!eS_2wah99Lk2UifGMn71cD=iAW_@(6
zQS9tri4P`S)T{o}kt6i}{u@S>MfIWT2M@1ewtt+`H|e<6<*ky^+%{jQ@Vf7IaVZA{
z>Tll<2LBRHPkY%neS6v27S3JmJCDxFebg*0IJMXLz|{kKDVtJNr*C<E=VqUfjn?mj
zXWkw?y)ag3_c3tKOeUz(`_@gLCim3quZ*Xk%$^)O+r{PTVYvfY58?$<y3ahdmDt?L
z(*Nn&E92wKcAIs2=<TWB%s%0S;*>WU*0sBmyl+LOHn~SeZ=5RjN3!04LBjahsoiFs
z9a&<`4ocSP>lU9;o4#fBi4S?M_7N#dM9Xu91h3lgF@`hmo^Ud1>Qwf`$=<g@OYYoy
zW+x#S$prTCChMoAQ$)p?1qF9y=7-(o44Yb*z3!^JONb&5LuXD*CAWoi@XB|`+`>fV
zr~Xlh-WF1O=hiDb3Bie96B#^G4r^^{Fb=3{YCk$<dkuGidDYddMoHs_%FjOS<<@0e
z?xZUyZAt_g<P+Jsfm<vhv&p@3Z?&p%#o5y6TW5Bd3Qo*TVDLzBUbU-Xv#a%~Q?Ku8
z=fAZ(&~<!mXGf0k=7!ackuD*Zd!B#4d4%cQ)U_rFw{lOuz1gvX?c=|*at=zXL+}2q
z-75BDs_CBSsHNUoxj)6gZco0!9KrjCyXi^TwO_SM-zKG9{8^jI`=05Uc5Kx9xHL6p
zJEc{kkf6=FapcdwQ|l~)qn4ii`VN$Y1J@?<Cx9l<R`JcAaX<Xthj;AqQ~uVio-xJ4
zC8gtg{x=4ptFu=5OkI8TXYJJ3+2`-fGJe)po?RQHBq%twolzlBcZHWu=;P17SM4^7
zPi-sj>^QNifMbW$jaHwfD^Gc8JWJBN8D_WA=e=BlRPU_A4`Y=!1%ln;Q6?I@Z>h>u
zt{Dc7-zV5kGg=qmTK(N(kGD(8cBqHGXzi}??p<FT6W6-KOkU8^0G#?mGN1M?3oH34
zb~9<^s*n|ntn+QYPWkyXs-xq?vW?)x-||>9-{h*y&E=;;)hZWn;o4Z<-ytIbn=|TL
zsI_?IvD4c_Dl5X*J>e}DeRNLR<;jAI|IY*rCNf&O1+U&((=Fq@Ib@5|oyz8p6N!cl
zD!;-*C#8Bz`>wt4EoW+M#m+qo?`DN}bacqDwl}P9j6Jc<f8E2_$rnQ&Kj2&O?~ZNp
zR4v`g=EJ*PT$VoiJDV|K>j&`@+d|4J#8*7}u&yxt(Wca0kBfBnoO!~lv?%NG-`UOw
zQjV{(p1bbK#VZZ<{yhN<ZhNasU)|X&u;904)t9^V)5{F?&N{icZ0)dZxO!l}!Wws9
zwbN;D&mTE@clpEnx+0AAIhy;+*K7Uv1bKDEwGaQ!GHi(Y!JT4hYB<+#DHC7Lg}FEO
zM{6)yg&9m@Ikhh$bsN*eJGM%Tq>leKZ*Mrsb|q!g8}-XZ7hS5Q(x)zr_<BZcOYIV_
z)9Yp=-<it6kbG>){oTixMs{?p5Q7viE@vmKF4uRM-5D_FSZ2$kCMAx8UAqt7i$2{X
z(EU_kvAgrat4<ms0Sr_9&lp_a9UireqxySC#~Mf`<X)Zi{+{g)={tXW6`G&lT&3{m
z%Z;Khzw=B&E-aGpn)6bq_rm@CZA?)d8Vh$U>Q)i`&z9HqN+pe9+1~1B*X}02mlM2c
zpvbbtsaq*`;uj6EqiyH6ww*s~+jBp8n@{KG624bGevWf>{(gMR$Lz2wH1y;dQ;u(2
z94q2B%6K2S``}%+i?UR__j!IBEAhE?Gx!|Jl|;AfC_nGDlCSHP-m09u7t>Bkxs-Wx
zB${Pt>fczIvmki!`-w02Ofy)0U5Bl~v;k7^IUn0wDf;p*w@7*OZk^N#p6}ySwk1fu
zW2-hc5HA+JyilaP*__cKaFdd#<Sx_jzD`LOww~(hQ(QHtxD8faGFFMs4>CQ!T2%DM
z|IX&(AS=hE0S7%_F8RGZh&6rb=7Yt5_b*N6I-Gp${YCleMNfq*_FR3u>Du(~`D_hW
zA9?I|5aoQA)_ck&xKJuxWZ{dyIRa&W?%#d>_!(>Buad)+mB$X=&CqEMY82XAy{od)
z>&{=%t6Edo4#uxM#m%(y4cF8|JGL)hldy2hgT-35&Y@frR$W*fJaZSvhi?IL=}V16
zyhKB|MCXK_Q)BG=H^Xb8mg#|u^2T=kb`C~%+ix1BF|C{QT=(a`OZS35MP$A={BF0@
ziL=!yur4`L(0y0^^kWa151hCA&GUZ$f4fbaHeJ|NnhiQF?C$RJ^%tt&J{3P<G2`^D
z`JHe6&uv?_J5O^;7fbo_Ws-cS|H&`<nA4efQ(WZq0#OaY4>Q@yT?3p}I{aje3vJq+
zK94bMZPNQV$t_OV;m%Q^Z<lI`9i8@1YfaoqhDBQ%mamDEE4Fn!#^@JX-F=GdfYv4B
zRJ{P>?=kUxIg|I^*}wYmLgoXY-4s?<QuAxSNy=3`VAP4-B?3BCB`7%f;)cY-Mfc+;
z?{_%nIOAjS&QlWX<%O}^5}wT4-FWAk`m~4b@&RcD=FG*0?3Wihy*#|hHNc5cV#>-%
zuUN{{nrv(H`{x`EPGyx0<t))Ee*20g_RU+(`Go;N6XWEH_c}jiReSnXO!E7=8LRt0
zR(i8pExmet$Moe}KHrMU=bvcE*1#vnQ1<Ey=iA%ck3XMZuP2**bCYTtk7Sc&@v|wv
z|IPZv`YZlSQAup2`GZ@RO{8Ma-{IZyt>?;HyTG|dt^o=kJI{YST)#D9Nrj}7=7jYu
zT~iyvI7R;c-my5uVKqZbkjHVZ|GLZT=dFLeZSp*E&Bi2Fo_VvYMW%n=RU$W)$(5^7
zNi^WjH#-ql)<rL_@!marRnqmGmdM?mORFtb2fSIb=7WJmb@i#`{BEbX4YV!^2S1Zh
zEZ%EpbWU08wXNvOnL%1prv20E@KEDnkhNgY(a>mUZ)e~4`<=DTuNR9iedH8YQ&3f9
z-Cg$9sM5c#&JMJ4^?7AwB?lkhw6EeC+4X8={W%@Hx~?l3gC6d;-<sC6=2MeaZNjpr
zd)LHV<@C`q?ooNZN4D73FLb7I$fx2B+uJ+d@G?8F$FV&F9V1g%X!z&vU*5jozke%R
zTi<?D4eeT8&Dgu?f4S7kI;Q(uR$e?k#cL(&oGlGr4CjvSn(r6ou#|Pq|GzI&LXLTI
zTd<n9X#M?j_j?A@!zq=H;c*OpZ<Qagh=x>uKe*H5fTzZTD~rYFNVPgloz1R(|5riK
z^{cG1*Ygkk%+i}9_2cl$yuCrym8)(EhfI`Hjh=JG$HgTikWZT7mE`>=tpZE${YXDE
zqtSD+n&<hiwhcv>O88ypw{lfH=hnOs)V2HI^vz-c8KMQ(n9fBprq@c=HhjwuP-|J&
z<K1bb+H8@otFVP@M@Rkn&-oA77B+}^SuB)r4N$Cn5>)b@ufs5TfregNz{&*`&m=oS
zSHH7ce`JoeS}bT=*u2AR4PRehZ}(bi^z!ZLlP3*die4#(EJ*FWroA9p;NPpytjE^M
z6q|Eo|Kiy-Co)xF3ZsMgW24NrR4&Fl;pZxsJn*YFpRxOfnvi(?Z|;BmCeGjMCwq$g
z*Xv*O!@MAP&+l~yiy4+#$IiI@vuSrC$j&*3&oQ!;cq+(Rl^jT)U#ljYeRY+nT;&tN
zZnZ{+T{|0oDfrCa8~thLoYWiI?k+BUEyWD7HVjwvnK!4L6e@XniS_g}UC>6WM$oR2
zz{PG)_s!q$;Ns%4t^IpGyBrf+18B!M=%|R_Z?{jJI<<Af27{biTUI(9lm}gnu(s%h
z+<{k*;su~O8de_^q{0mf?f1CW?fNo%#gnH`BX_8QwxI?7`n^p#zwH>q2B~%N`}r6+
z`1rOJ_=5KXf%sdaa$jaeuzY7)$F?@Cn_FD(!0FT6T&+&mil0Ays%T*$At@=zx7$B4
zH^KTk-?rknP-?}=GBKwIzrMca;NfWrdO2hBLr^2gYpIZ<qoZjRZ+?FMKmKK68|G%S
z-`-gUrLKfnTW6i0KQFm$FZhy(9!3RFNHixhWGsz|jWsNO=CfnhuBcsFWxa1>tZ$s#
z+6<>Q&j2k|b$OC-gPFj66B(^`zuy>xPR&1imKPMYp!I*=;U|}!ooUQ2YhBhdeY*Ic
zKYu_cKFzVIytJT4fT^&s5af&9yRECfzG?-X0lebax5RUEECVz|W>^$1D(QKv)4%`!
zKk4%}pLt$gUCqwV&%Y)2wir9V+?2R<>+tx%Kta$p43MRF@5=hlGC6oVe?RZqFzu;{
z*5PN@@Bi1;E?+0n*w`4LA#!6wV)Mb*qM6tK{Hf`YHs=GS`sK^j+4$vp&YU?D^+%-4
zVM3^<hX-gq$fIukeF7_2u1q@A!g=WO<={Ei<>xMiZjPKdabnWZF40FfHYS61_VP%X
zc$nne2)MJO&{@m4{9Vk$r%zQun?(!1ya+VRxnUqEAfWK+(<hyX;@eyE@7rD6QJ4(c
z?`D{Ih~=fl?VZ2Y#q3m)GR;y+N=iC%Z*R40RMafc5p_RauiwAKDChaB>hE{UUH4Xf
zJ>qZwSLM>BOGnD@*Q&p|vQk-0H%bNU$7Q~=kGx*LUk_v}BWOtP-h;1QTV8YP?@@TS
z^SRu{($`^yFD@v4e9+9__50m!e-Tm9tDlx{jOAfid*<)=`}&|`^qZ4)qqYcKUhcm=
zp!bcxpI;w?LfP9}sx1OYTPCLNEPmb>u=;A!$w{iyRxLY=woQEslf$;nHp_fxtL-X%
z9ro&VPI@IMaBRNcDP}tk+5_<MjPZF6#T(~}4EY$eFRjC|Ydw4IyKQ~W2f~&tSO8wO
z^8epo-oEee@5@(zd$TcM?Hm8RJUxa3*RP8+Oqe#U?aiB<=CbnAQrGkIY;V2`1+66l
z?e+yNGdozgZL<yNxWkSP4x67(CV%++*?D)_+Yd*@<2}}Ip8NFT+Gz8f`}<^<`^{wn
zZ&v^fbRTGBX5270+spOVSF{}%+iF!UB6l&BT(|%Kr}@#NB+wEUneX4fyO))1Yt2fH
zZxH|;5d^wBV8aFjh6%T>#q6GMUB2$x>x|PvLP7;EE-1dazyJOd(`}n=Ko=Q+jt!oy
z=6eXVroZ<0x5Pg`J{FXg9^HK2?sVC-lh9csG2JMKr9lgK?2rJ>Ie|8(G5o1rrzx6w
z9dTNyT584mH5P0QVIB(uBy7Z;X2>jFg}O3kTlLqJl$3-+Eu24|PLF@^>{(cr<+kFl
z8C#=VTwFk>IWjbWt{?dE@$rv8pU;1Mv-!N&(;MfmZcaNZ1zJsVzveS9=+M|HQ$#>x
zZH<kM5|%|vLi*mu7_YjtF6Z~DhXNZ!SH|zR3(=Z-GTy+_(o(ISH}Gk%v^k%&d7ev9
zkWf=o(~`$hy=)9O-d!#E@WAoOlP3$D+xZHLikc=*7A|{xs};1b)6dT@D0<V})#?fg
z3~Qsd8d+T1l<GalzFv-@e*V)>uU4;5`t{{y#jBOeL0bb~yvW$|>6G>i<8(fTZN<JT
zJ$56O<1C%F@RK3K79~ABJ<y)|ZFzUI3Tj?oTl?bH*43?9slQtUB&^GHuC0x3m$fca
zP*FMZ;Om45pp!S7%k(ug4y=paedFEK3(NiGWo)ZNG&MCZftIK$yY)DDd2!7$$vjjx
z?I1J1O~R(0i=fToD*}}n{?tx8y*7ILf)J^DN}*a)xA5@X-kBD%B-Xm*1w(pzdb3ev
zWF%-C$nAYbI@9W$(q2w)jNDhV)5F(SR9M|lWZt}aO18FlL8XiSz8{M~S?u|_xk}pF
z-c@&Ym3o7V70_0tU8S!<OInUz_P0O#R3;_Bh&zH~+h&<>Z*Qy5nKS1|_4~c*e)H{g
z!`8>?+Su3}Srxh(T!Khj7A@KFd|vgE)P!qmqt!t-Z!Ghhs|7AQzP`SG^x@%l5N2fn
zZO1D7@gXsD=Voa6(bUv*WLxg-BMY6|UEbf@yOYO9)sSI})BL($D>JUFm{?F)DERjF
z_UY5K7p`JV__i_WDA&rKu+^Y5>_wz{-FEES)g@<J)v?&UKWg2jvO^XODb}YSAD6Ee
zNlZ)xjhAl8xag!4z3t3{(rv|GpFVxs$tkSX(Z(wc+L3#4iKp<#U$579|M^q1lIQl$
ztVxq5o%v^9`Q*ezr;e_zuixI@e)Pu1<kt1;*B6wRiw6b<f_5T`{V>_)4LVovWi{wj
zY9;RnG7c!mQG+Iwm6VDMKr0KdoK}q_ed5{C<HrvlKki;72RYr>>wI!jl0nJ|ft%}Z
z?<h>xiQ3}v?ei;55zu+Rj0_VX_wh`bGDT{)oS-EiTZ2oAX%F-EE-AAd3BS2ks`agF
zJPHa7Hf`D@ASM=;7s=M`5+bMW9p2EfV%MF!cR^<*z0A6zG1ZH;*Dd*FmcYch3H%Cz
zpu;uwd*toqf|vWXu3xWjBE|dY(W9(4RUbcooMD<R)+b}h)anG<&iUg<1;c?RR&D_~
zIX-`Xe-?K3$Dq@QdZo>I?nM`I?67g-0Ikml9gDPkw>9Wap_>1Hzo+g~S664}xBp{s
z=k8rWA)%(LtHWncIeGT%(H9pNKYae2JwHGH%e%YM?tL;7<Lrx`aDWautf;I!c>A_A
zsD^K3X4eWye;l_LbUgKu4#A8I3m8ErNlA5qj~jDxa$;b3duuD`sG{|8dzXA(6S0v=
zH+oyk?Ag+wYi!Qj{r0I^y8z26Ps^RYDl6SSB<G-{b@kL#ZO|&&H+Of7pFDZ8qq7r~
z0~_l8{+g+~zv^pNkEHRkGsSwbyF`@TdJHV>a&8#NSeNm1c6Nf!uw!so8^+8q#Y@%h
z-;ZRIygL$^nVA(Ymre&At>64$sS&98uqJvtALyzjCue8SD)dJ))8{!hv+-WoobJE*
zeP?H<qnjIB*_#`T;^N|<$gs4uy!6_M19VE;zJ2>{Y{?Y9l4UwgFSg6B_Sb_eD}z6L
z{d%-RQ2D~TSnHa9Kc5Gz4Ds;vY}~xLc&gpu+4=iAuUrWM%`Sg^ef>CSjrHyA`OFO8
z-rjEi{eHjv?QOZvudl6r_~;Q6!;eSZ`Ub_%d_bEd-`?7K7__@G>xu?whvt(L6My`8
z+`qB#vD=#1-D14bW-e}SY(_>#t3vFRHsyhas6%pZZ8>;mrZFSK!iC^X_uKOC$7L~C
zRD4J%d39ywnc`o+f6umk_wHSvRq3k(Cr_SCSyBAxNav;f&Q4CCWeE?CipQ@BVyO81
z%oj8>X<hclVY*%{0|Tg$1=>ti@-k>M<AasK%QsYhP6M6Bd+B-fz8dh(|EZo{UWYC&
zcAq$TGIMx%IKu&U`I-h^X|o5QiQyL)7Z?8fQ@Q8YtJN777qK$L&JMf!^YinI>td~4
zTwE9~s4jV7nsI@FAz*!+ZS%I8=X1-!7b$E!F2}qe`}CD7A)wy4vU}f=pP!$DmZ9d|
z-Q~D2U_szwx6pO+f|2H+f%H{oxwj;2_&GQXUVJrr_Vg*MzP|p=*Au5qX}P&MUD?!B
zw6d~NLrd$>T<dc1imj@uuvalFSFYSq{JhUoAUYrbR42}?Jr9~xd-6nuHJahVB3JI_
z#OKZI{GclxK(o>ZtMl*g>orb4$H1WGJF5jWqX@dZ;Mcde-RkpegnVb4tquA66?6}h
z&A%UyLAM@(?if*YZd;IjecjS&`%7L585tRY&Ta@??B;pAyQ^!-ylXRNNPtcfI6K??
zcmpFdXx9DT-{0XY>s(Uqf~FW&_Oz>ua<OiS%3b+%wJ}S~tm5bA5+59B1RZY-iZf8l
zXm|O0x11auE^cn^8adnAzo5m(p#AY|>t9yC>)}*ncwtu``J9)7;{fOwytvEkU4?~(
zpxeLd{{2h`rAyEqBu-9Da<yMBde!%}%T;kaKR5UAdHer8xwp41^q+4BUjBKIU4BZG
zy@NSV&K>X7K`R*;-eNlxH-G16<<1k|Kn3f~kaP|S2GA)#F)=v>Zw@pvgJPgvzK&yQ
z(Dd!w%HH16y1p@Vbr`52^z-v`@44^O*QB1F22#|>%wF*S?{{Vfzj-#D+1J;3rh?8f
zeDfy9!qQTb=eX4F@As+;-|zkYXli&I_|6Vd?XVC{29^@%y@rN{pzGhhzq|YK)#~++
zn)&S}Jo_^>$Gg719uz1R)!%YvGVZ{B(AbY(zrt4bxundMU=W&^v&x!fjsGXm2IPPM
zfjxWnfQ}dh9r`xe-|isjW(UwF8}Dg4E5l@$`^;<#kE>*jS}S&USE+McoZPoJH=C_W
zUnM*_F;VUPMgGn{DO0Y~({!6BPZn15o0GBOix23Ou%+JOJd#E%pP!v|{`~AL=xT?Y
zTU$7t+jtybUt0@yey938&|Pmv#>N}#|JQ-iRp>97{JmertV&)qTw5EhY;P}b|M$ye
z6ZMPd&-1@~_s+w|$0Z;@;Le>p3&K_lLbj<LzI|Jo-}Z~Zr_Y}Y9~@we*;^$FYKtCf
z<rWkWXxNr}+i7LUquuZKHM=cd8PaAdc#}<!+1VxR@yFxxphWrMK{Nj%$7Z%4-)`q$
z+?E>+DjYygj);&5TOSwucB$vR%IC6szFvz4wa-Aevz<8M0lF>Z(kIPlpz{CV!GkYu
zZdM0%3Nm+!+qOD2`pz~3U5ZulZs+p?P&BSwKF_JD%IeSGzYBv_7X18_3feEQ<NLj8
z!;%*PHeW6{&oIpnn`+nG-OZhLW=5k~?yUvx{c@mk*29B=!2){X<E5qEf)WxPpvAZh
zAO3tk|M;~2ewUgWn?r{WU)-GTf8_Xa@A<ny2j`pT%PA=-fo?WivV1w{6!f6;+JZOv
zTQB(MDT100?FZ~%cYwz5(Qmf^C2QiE6Zmxh=Wm_-&GwP6>?;Na1_n=8KbLh*2~7Z-
C3oZTt

-- 
GitLab