From 1de6bfa11c22e785faf8b6d50d7ff1ad845ff588 Mon Sep 17 00:00:00 2001
From: Louis Chmielewski <louischmielewski@MacBook-Air-de-Louis.local>
Date: Wed, 13 Mar 2024 09:53:00 +0100
Subject: [PATCH] analyse_tris2

---
 .DS_Store             | Bin 10244 -> 10244 bytes
 Tp07/analyse_tris.csv | 196 +++++++++++++++++++++---------------------
 Tp07/analyse_tris2.py |  94 ++++++++++++++++++++
 Tp07/tris_nbcomp.png  | Bin 28343 -> 29781 bytes
 4 files changed, 192 insertions(+), 98 deletions(-)
 create mode 100755 Tp07/analyse_tris2.py

diff --git a/.DS_Store b/.DS_Store
index 2123ae47bd8ef83e1b398d97f7ec8e2ce611ea62..314ae6525454bb8cda41d76ab1fb1f8d62dc8f23 100644
GIT binary patch
delta 141
zcmZn(XbIS$DiFudwvT~<frUYjA)O(Up(Hoo#U&{xKZ${Xfg`E+LBN>{M;%e+Q}D_c
zWEch~=jRqMfPhlM=4Js29;Ur}C(o6UU}a!n2)r<Pmy9%v&%W-|$v0(WnHU*1|B&I~
F1^~>iC*A-6

delta 141
zcmZn(XbIS$DiFulw~2v)frUYjA)O(Up(Hoo#U&{xKZ${Xfy1EYrO1g3M;%e+Q}D_c
zWEch~=jRqMfPkXG=4Js29;Qu>ljq7vu!g3t5IQq?my9$Eh&B19jO^q%3BJWFvfKc-
CH782|

diff --git a/Tp07/analyse_tris.csv b/Tp07/analyse_tris.csv
index 7526113..047dc86 100644
--- a/Tp07/analyse_tris.csv
+++ b/Tp07/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;    2.62
-  4;    6.00;    4.96
-  5;   10.00;    7.72
-  6;   15.00;   11.44
-  7;   21.00;   15.40
-  8;   28.00;   19.02
-  9;   36.00;   24.62
- 10;   45.00;   28.80
- 11;   55.00;   35.70
- 12;   66.00;   40.96
- 13;   78.00;   50.26
- 14;   91.00;   56.38
- 15;  105.00;   66.54
- 16;  120.00;   73.34
- 17;  136.00;   81.82
- 18;  153.00;   94.12
- 19;  171.00;  103.36
- 20;  190.00;  109.78
- 21;  210.00;  121.60
- 22;  231.00;  131.76
- 23;  253.00;  143.06
- 24;  276.00;  156.52
- 25;  300.00;  175.36
- 26;  325.00;  182.90
- 27;  351.00;  192.02
- 28;  378.00;  212.32
- 29;  406.00;  227.84
- 30;  435.00;  243.40
- 31;  465.00;  262.58
- 32;  496.00;  278.14
- 33;  528.00;  293.86
- 34;  561.00;  312.92
- 35;  595.00;  332.28
- 36;  630.00;  344.32
- 37;  666.00;  354.34
- 38;  703.00;  397.18
- 39;  741.00;  410.56
- 40;  780.00;  429.42
- 41;  820.00;  453.40
- 42;  861.00;  461.80
- 43;  903.00;  485.46
- 44;  946.00;  517.10
- 45;  990.00;  540.00
- 46; 1035.00;  554.30
- 47; 1081.00;  575.34
- 48; 1128.00;  607.34
- 49; 1176.00;  620.18
- 50; 1225.00;  647.48
- 51; 1275.00;  693.96
- 52; 1326.00;  712.04
- 53; 1378.00;  732.64
- 54; 1431.00;  768.84
- 55; 1485.00;  794.12
- 56; 1540.00;  820.92
- 57; 1596.00;  822.34
- 58; 1653.00;  877.84
- 59; 1711.00;  917.66
- 60; 1770.00;  948.42
- 61; 1830.00;  956.04
- 62; 1891.00; 1005.00
- 63; 1953.00; 1042.60
- 64; 2016.00; 1037.82
- 65; 2080.00; 1087.02
- 66; 2145.00; 1147.22
- 67; 2211.00; 1184.68
- 68; 2278.00; 1215.44
- 69; 2346.00; 1239.10
- 70; 2415.00; 1247.28
- 71; 2485.00; 1310.14
- 72; 2556.00; 1336.78
- 73; 2628.00; 1395.50
- 74; 2701.00; 1417.10
- 75; 2775.00; 1464.58
- 76; 2850.00; 1482.62
- 77; 2926.00; 1545.84
- 78; 3003.00; 1566.48
- 79; 3081.00; 1622.52
- 80; 3160.00; 1637.64
- 81; 3240.00; 1686.34
- 82; 3321.00; 1740.88
- 83; 3403.00; 1789.50
- 84; 3486.00; 1814.38
- 85; 3570.00; 1857.88
- 86; 3655.00; 1929.30
- 87; 3741.00; 1980.88
- 88; 3828.00; 1973.52
- 89; 3916.00; 2066.94
- 90; 4005.00; 2085.78
- 91; 4095.00; 2125.72
- 92; 4186.00; 2220.08
- 93; 4278.00; 2240.44
- 94; 4371.00; 2283.70
- 95; 4465.00; 2359.88
- 96; 4560.00; 2385.16
- 97; 4656.00; 2450.00
- 98; 4753.00; 2473.96
- 99; 4851.00; 2531.32
-100; 4950.00; 2564.28
+  3;    3.00;    2.64
+  4;    6.00;    5.00
+  5;   10.00;    7.86
+  6;   15.00;   11.46
+  7;   21.00;   14.70
+  8;   28.00;   19.64
+  9;   36.00;   25.42
+ 10;   45.00;   29.94
+ 11;   55.00;   35.96
+ 12;   66.00;   43.34
+ 13;   78.00;   48.08
+ 14;   91.00;   53.64
+ 15;  105.00;   63.70
+ 16;  120.00;   71.38
+ 17;  136.00;   83.42
+ 18;  153.00;   91.68
+ 19;  171.00;  101.96
+ 20;  190.00;  115.44
+ 21;  210.00;  123.02
+ 22;  231.00;  132.92
+ 23;  253.00;  142.60
+ 24;  276.00;  153.86
+ 25;  300.00;  172.64
+ 26;  325.00;  184.34
+ 27;  351.00;  198.60
+ 28;  378.00;  217.44
+ 29;  406.00;  225.00
+ 30;  435.00;  239.34
+ 31;  465.00;  259.34
+ 32;  496.00;  280.90
+ 33;  528.00;  284.24
+ 34;  561.00;  310.76
+ 35;  595.00;  325.26
+ 36;  630.00;  343.40
+ 37;  666.00;  359.78
+ 38;  703.00;  375.08
+ 39;  741.00;  400.10
+ 40;  780.00;  430.74
+ 41;  820.00;  452.26
+ 42;  861.00;  468.32
+ 43;  903.00;  495.84
+ 44;  946.00;  507.40
+ 45;  990.00;  533.92
+ 46; 1035.00;  555.38
+ 47; 1081.00;  598.14
+ 48; 1128.00;  599.04
+ 49; 1176.00;  635.12
+ 50; 1225.00;  658.20
+ 51; 1275.00;  676.26
+ 52; 1326.00;  709.66
+ 53; 1378.00;  732.12
+ 54; 1431.00;  760.52
+ 55; 1485.00;  802.84
+ 56; 1540.00;  807.68
+ 57; 1596.00;  846.38
+ 58; 1653.00;  861.46
+ 59; 1711.00;  890.74
+ 60; 1770.00;  946.72
+ 61; 1830.00;  992.92
+ 62; 1891.00; 1023.54
+ 63; 1953.00; 1019.50
+ 64; 2016.00; 1057.94
+ 65; 2080.00; 1086.24
+ 66; 2145.00; 1128.60
+ 67; 2211.00; 1165.44
+ 68; 2278.00; 1204.84
+ 69; 2346.00; 1219.90
+ 70; 2415.00; 1281.70
+ 71; 2485.00; 1316.64
+ 72; 2556.00; 1342.46
+ 73; 2628.00; 1418.52
+ 74; 2701.00; 1405.10
+ 75; 2775.00; 1451.02
+ 76; 2850.00; 1518.22
+ 77; 2926.00; 1518.80
+ 78; 3003.00; 1564.58
+ 79; 3081.00; 1623.58
+ 80; 3160.00; 1642.04
+ 81; 3240.00; 1710.88
+ 82; 3321.00; 1745.06
+ 83; 3403.00; 1764.28
+ 84; 3486.00; 1816.94
+ 85; 3570.00; 1854.54
+ 86; 3655.00; 1912.42
+ 87; 3741.00; 1968.82
+ 88; 3828.00; 1975.62
+ 89; 3916.00; 2040.76
+ 90; 4005.00; 2121.34
+ 91; 4095.00; 2139.34
+ 92; 4186.00; 2212.86
+ 93; 4278.00; 2208.74
+ 94; 4371.00; 2274.04
+ 95; 4465.00; 2334.48
+ 96; 4560.00; 2351.64
+ 97; 4656.00; 2429.18
+ 98; 4753.00; 2424.46
+ 99; 4851.00; 2481.82
+100; 4950.00; 2554.04
diff --git a/Tp07/analyse_tris2.py b/Tp07/analyse_tris2.py
new file mode 100755
index 0000000..e0a6b73
--- /dev/null
+++ b/Tp07/analyse_tris2.py
@@ -0,0 +1,94 @@
+#!/usr/bin/python3
+# -*- coding: utf-8 -*-
+
+"""
+:mod:`analyse_tris` module
+:author: FIL - Faculté des Sciences et Technologies - Univ. Lille <http://portail.fil.univ-lille1.fr>_
+:date: janvier 2017
+:dernières révisions: février 2018, février 2019
+
+Analyse empirique des tris
+
+"""
+from random import shuffle
+from typing import Callable
+from compare import compare
+from ap_decorators import count
+from tris import *
+from functools import cmp_to_key
+
+################################################
+#  ANALYSE EMPIRIQUE DES TRIS                  #
+################################################
+
+# ajout d'un compteur à la fonction compare
+compare = count(compare)
+
+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
+
+def tri_sort(l:list[int], cmp):
+    """à_remplacer_par_ce_que_fait_la_fonction
+
+    Précondition : 
+    Exemple(s) :
+    $$$ 
+
+    """
+    l.sort(key = cmp_to_key(cmp))
+
+
+if (__name__ == '__main__'):
+    from matplotlib import pyplot as plt
+    
+    # Calcul de nombres moyens de comparaison pour des listes
+    # de tailles comprises entre 0 et TAILLE_MAX
+    NB_ESSAIS = 50
+    TAILLE_MAX = 100
+    c_select = [0.0] * (TAILLE_MAX + 1)
+    c_insert = [0.0] * (TAILLE_MAX + 1)
+    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)
+        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'
+    ligne = '{:3d};{:8.2f};{:8.2f}\n'
+    with open('analyse_tris.csv', 'wt', encoding='utf8') as sortie:
+        sortie.write(prem_ligne)
+        for t in range(TAILLE_MAX + 1):
+            sortie.write(ligne.format(t,
+                                      c_select[t],
+                                      c_insert[t]))
+
+    # Représentation graphique
+    plt.plot(list(range(TAILLE_MAX + 1)), c_select, 'b.', label='Tri sélection')
+    plt.plot(list(range(TAILLE_MAX + 1)), c_insert, 'r.', label='Tri insertion')
+    plt.plot(list(range(TAILLE_MAX + 1)), c_sort, 'g.', label='Tri sort')
+    plt.title('Tris : nbre de comparaisons')
+    plt.legend()
+    plt.xlabel('n = taille des listes')
+    plt.ylabel('c(n) = nbre de comparaisons')
+    plt.savefig('tris_nbcomp.png')
+    plt.show()
+
+
diff --git a/Tp07/tris_nbcomp.png b/Tp07/tris_nbcomp.png
index a2ce8bdaaad372e005af87d22e90db36c52fb421..d1437223e647c02958e0b2f80200baade2d587cf 100644
GIT binary patch
literal 29781
zcmeAS@N?(olHy`uVBq!ia0y~yU}|7sV0^&A#=yW}dhyN^1_lPp64!{5;QX|b^2DN4
z2H(Vzf}H%4oXjMJvecsD%=|oKJqtZ!9fgdNl7eC@ef?ax0=@jAbp7McB7zwh7&r?&
zB8wRq_!B{xafSWzOa_MHL!K^<Ar*7p-Yt&^alg&>q1w?(Ct^hto2cmSrdEl?8xyZ*
z%rfi}w3a%0qe3`4X@jcTMU|{4!NOm+E|u8rvQc^Ckv<mQjujqBjM@s;_vL@TJEiAs
zzv1n_*z0i{($mk+v`znNbLNb(val0}fS{n@#G4x~l(TkpbabppGGtIuQc^N9=3(gU
z=;%1Z!|b4>q@-kgm|;RkN5_dX1|vY4$ETf7_QFDE_S*2p4zgAy4vXD-zr^;|@X6V5
z%=Bq%X6JvkTPw{~ZF1tbH#dK+V-uVz!0e#Zc`{{FlC8uF0l|s;LN1lFcKDp_xBs`|
z<DYi<I){>yl6`Og{rhKie}De{eMPIKCtjInSKH+^wL)9b$m~zJx5~!v_p1FL|Lhc2
z7m$^mo4<RTy8pZb_wLDEyLRnqr0w3SZ*L^mtX-R!c<>y%^OrwAi#0^LglgGyb8}B`
zbaM%b`?23(qTGsO7w6j5O0D1bOY6<sw;$*K|Kt95);Ea*OTDKrN<7@QVf%LXr>CY0
zN=S6@N}GvP&Y3brBxYyP(i26iJ{He5&p)=O^7DhYZ+WAmqf1_0;S66NclGDI%gg;A
zKb;=mHg~RUO>OPQnx92;f8W_rsBHJ|M{>yeIN5LCzMVL8hK1qC(W48ax91g<m9_2N
zYkO;Zet+`uKGDc<1`l6f*Zp;WA3S)#U~X>S(%!DDt?iwDbCb;To14>T*jAgpy0(@(
zIy$<ds%laF|9?Bm-p<-}=JE0Vj}P1B4;??wZf0h-B7D7^n0_3OV#~38DMpgVdZpWS
zqqi+^Y-ZcAd9!msfPh}i4hDvZjY+JpuB>E^j*c#Qae?vV$&*s=&;OpQ`DRagdV2D+
zGc!3jI2tx@HkOf*xv(zQ`pA(Z8B@Id{Mvlf4nI2D{qgDa_(f%JZ*ADP@!-?b)4TWb
zUwwYcn(f2G!|gLH3YFrjUaH=>apS<*v%ImpN)FC6PB*!?J@vF03k%DEbLaT3t_nR|
z{eExzZ1eoADUwzt8Zxr7g`c1KetCVJzpt;aptSVplarGt&YrzGu<Y@%UXV*BPZoYs
zWGQ8y*Ry`#FR$aFs!9#I4K7v1-`~ZSyuT;=e$QvVd)4o4ckJH%TIc)U@An@!^V=Pe
z&fn9>DXjM3=H_&Z`hPZ$9zFW-Zufh!svbq>wg(p$I{$2%*mP#Ty}X#1*bJLWBO@cD
z4FwOKc%)1?3JVLRp1!-kzhBO_>cQIW_YNIsWZqc$Iju+1nC;rNYZ7KTGu&?a+x=v@
zcI_HS>!wYc5^{5Unc4XkRDXZR!NGB0P2}c;#Kgv{tHT#3AMdj$dcqO4H7hhhcD`M0
zm)~3~MO9T+`I--md-m-4@VMXp(Sb(hpQolhwb;3H=ZmYW#lOA3-(P;Ol3iHM=fL51
zenDB;-fnSyP>2gSE%2Xj*U{POn316|%QU-fZ}s=2Q&Ti|RDM>QrW3hn<9TKGz6aay
z*EvT-NH8cE842yJ`g-Wf%HWT0x8F~Cb7SL<`u}!fdNCb|hufb1_Bm?#e&)=X5nHoF
z+4y8S1eM($JUraq(beTtP+;)y$76nz>}x*B^H+zjKejpjyg|_uj~h2`EbyADrFzdj
zZn1m+v1@Ci4fF0;m}FdFD1U$N=*7kEg7WhHV!BZb4A<5~Hh;fgFRvTD%_Sv8<=vf~
z&FlC5;yT_Zdw72RKTdIR@!r=0GBQ2a)<!3Pe0223-|zQ7{(L@vaoO8j62@sf3<_3O
zQq1gpF3bJqZb&%D#Nbd<W78*V-Nq@bCK3^@v{|iVMNDgJE9cw#thcwfi!&Vg^z`)S
zsrmQ!?ajEqZ||?l`}=BL54Z7pm*!k8>=F_dR%YO+udkmtb?VZ4|E`9|b22<S)XM$y
z+s~iR=da$Lnwr{~c6Ju0xw-koxpUWUJRh|+t5e;7-ip&&B3uujKUZ&RZf<p27?5B8
z=}G5@uU|!Dca>;vSr=dTb18#@S^m8>_rCr3m>js=PnOZ)$dMx+MRWfD-v3{i;fQ#A
z&BXVnSO3-h{Tj~bQ1k2Ma;f$EKOU2IQk&elI(+@A?Ti9uW@bv7nx1=ek9LVNHGKH+
zL15<0nXldo3JNkcxZQj-@B8!f^Rr`|6<c=H|KC?oUM_yPjW;;o+sjLcp(RF7{N>A+
zQct^g^Iv^F%QSo1ubrDWZ|30UK3#q;WYgx&t+Qv(&bYE-V#Tj7E31C@$y&287#2VC
z`MPbw1OY~eGjpxOljYCOHWz1PWPJ5pSj|VEXlIN~{l7g29t%xWD`OOX+1cC6d$0cg
zU!~JKckECwH5FC&pQrQDkWbDg;>|UChKm1xzndPb-<o}$kKx1j`}NsVR)?$<a_f~^
zT9=ob+Z(vpP0`j?cDeujYZ}r*LQK}y)?YtwPCu_?Xeju8-*3Hl_x5(z|Nkrg|KD$Y
zIs3XEzqwWqKRi4fpdrF~t?>G~*biU69Ffl7v+!P8et!Q%W%sNp+OG@ie!Wx=Ssljv
z_;~;M@3VZ=g0COFbV*3Q=0oGL*Yb5g6k7yt?5*B@>>J3irPJer?DOyLGG$0O(7;$w
zRCH?lUX$l{FI@_%<rU>(eRp?v`}6bjl?@CG;?38*y0LEEI;q=UyZZOU#KZ`Qi?>H_
z&wE+(_sYs(4}bsTH#R1l9^?P^=BDu1*Vm7qn``}fZ~B)P7p2bM-kQC<FfS%1=EIMV
z$u92h;!);GRgH`a6X%7jkJ}s3{C2tTY&Lgy_bpjhx$5fbIJmjBze#MHv?_3M+p*85
zrfM?>l-WLe`t&I)J3D)CZt3f5tPM5E*K2BPP3NhrsWAnxwSnB#AG$hBQCpi^Qc{xj
z+Q(mCU#|#W-e<)TyfS?Kyd}qXmc5mFb#--kM%(MJudhFR`gEz_9!7nmJ?rE5uiF^=
z`;V2iH8Vp^O-)Ij{@cp<-DSG7Ofs3GqoYICMv1Olx9-Ny;^pVgudc22+T6bfR6KNx
z>x1f(wNYCSy}7yBw8`|U<;8t*3<3M={?<G{bM2a0d_&aEqSW4E<FYpqSJp<0-`!o_
zzJ0rS8?SVmZS^;iD1W8m<Ax0`Rg<=dt}*!c@1KW<$ALas>kaAW<^FuR?EmB2?R-#5
zJTueS{gPE=RMe|Gag)Maa&OHKzWQog#>GWU$0u1@Sxx&@AzC|UlE#ZaUX}N*uZ?bB
z=-j?2et+Ezqg1XtckU!)W_F%9;nDj<R5bSf;Ysh5*Kfa9#r^iy*2DVy|1{P9{+4)g
zk!!?;1jf35KhsOz-`jg+{_+LIlc&#~Eq!jDZ8xaw{QmCljlI?8Ve8|16`k7>-rm}(
zYNs~QGJ(M(g+)e2=EJw!`H$ajzwcI7X7=m*`~J$$&lHuEob)dj+}Tyi-7jx{Eu;6>
z>-GB?92R#6PrtP_o0;KBk)>7nyO>AG*VjY}i|fa=2skYkHBeM^y!80Wx>)JL!om|L
zPc}}S8roR;6IAGZc<9_4<`DX<^z1BC@0vS@M4s=-zq?CxYu436=k5QmDXdF7J1g|f
z<0+-`^XAQyurAX%)+gKj<x9zyjEhX4pPhC7{_gJ8=PHVdjI!2cS1RJ2oSaskpSg9b
zY1Q|4z4!K3J1-1KcynVTsKQS>Go#U}^wpHC`7X<PVh^~my?b|ex77KyYu8>};K<CO
zIAQYS;1|{1*1SHRw)OvHw8Pc}*q=Xl?pT+o_Jdcix*8f9obF2t2sGT<nhh$lE55u4
z+;{!|&*$@<?%!YR&JPNa=<Ru-`PHAEaE7gm(R^9R#v{=H%HXG`>7M>RYgOtx_kOt(
zXV0DuPdhnDb;8M%rCA@fd<xI)UUgI_|8-(aj7(B;a(C^VOYfA;&CTP*H_o0dy=Tv!
zE0@2pu(2IFdzSa~bp7iycBOxRcekUz-~IeN+wNF@(YN)=Vq#($mzHoch*;PPOx&5w
ztuV3i^{uViHa0dFw&h0e*u7iX&Q9+1G+pQO^K3u&+FlO3l$p?V`t)gTZZRE)q9UVL
z*VcCX&Nh4a=H}*zokgjQYg4tv#Kb`L;;!=deQmtbkN$qY@Ba1GRZu(S$dMxsdef7C
ze|yWiul`7fV8pf@$u=IzrpwFy4`044Z2#|v@|(ABRc+5rP;~xqnBP9((h|=fkNfRG
z4Jn(tKN9=@|FZ_g;lA46i^|{Mt9ZNh`iG0|@`{$0lD@Oej_#}dy&?Cuna>=Hz`I<U
zQy<Ow9=EsZ;q&?R$6l}B-#5>;T1iur^YnCm_hvTU61GFTrj*I^%iFbV-)?@d;xVsD
z?k$nNzCKWOTKMUSXU)H#&lwoBwY7C3HZZ*3|KASO*lc8GU$wlk^5xR$0&;S3k3JjK
z{3y7yyPRLvx(sB@y7>KlpjL3?<}}uIJDgL#eVJP4lcL8pi*4D0m9blvH%4wuYOVNs
zHQe>;s?gTn-rg0lySL3SO6@vv;)KSh8>(~J(oRp)mAV}o+`1-iuT}hA|G8GGO-)TL
zYuBz_5xIF;#I~Hsjo(&&dOp9t>)+qstL?+j&N4k3oxfN0+xz?RDYfh4_v`)o@)8t?
zu3NLN9%<neJ~Gd?+GJVd#77qX^K1m=YrjkcRl;FmVTTSMcHZ;xnDnDtTeDvo@ypwZ
zJbd`@(CO3O5s{Ic_V)H0GcGFiu1s$U@SDEK*0$@_AHAq89?84c6^GyXye>fFNc#L*
zwXADvG;?xtTs}WLd$dp1+Qq}8V@2fVw28;{PTGac_crDA2@9JB@?XZSEh`I(iiG(1
z_!ebeUiRpA{{FM&J-)NeI-i}L%`Gi09k|p>)G*_M!o*p#Rt2i5sJK{ISUjnIzb10C
z$-e8++w(+YcbAFg<>ei^bt~%1ia_TcDO0aI`)aN4S9f}Ns<j;PWp;5<*~uqs_27Q}
z|D#8{#lOaiDj6}#FnhSTxTK^>FbD|>3eJ>dYjAOKaY<`ShITunp)^|evp{u%QGkZX
zj?&j+bLPx3xpo@VSv{=Ua^P?~|HG$GS-H7C=Wr)8M6hkoyW7;?-@k9Qql=5n(t^jw
zcq^)_U+<QxI>@krC*<{pdpio5i+0AG->RsjwCK@^GiO@*`~4@rUOC%{ts!;6t8Y_J
zKLz)IdwMMS?;D-(%Ln&@kD>K~Wtbz*wFp%F`(s&DT>Ldw^pdi-w|B^@kdteU&lV7z
z_%MMXqHojY&4s_e<=Rw!a=9O>$efU$&+qT=9}yk>dbgH~OUg3|hH1jBPK`^Js6<3X
z9XfrQ``Wc@Ie!g<oj6j`(;v^T|K}JKB=qOcpEG5T0+p1Ec-X`l&dsxxE`E0A;*GHN
zakeo#i&z;xyt!#y^W$OrjU9!`n>K9%HA3_E{}p@p?%k_TnwpxR)@M>u(t{T-IwnjI
zaB*{66tq-a{`-T2%`;3gh4f-~vB=BI*Zlc-T*9hkMaq0-Yint)Rwg?;yA9j7PtVz(
zGUv^kHwme!t*@`I2gz;Qw(ZwCAwj{JhRr!`88<d4=H1`7wob;jD&%ieMTNz-{QG^n
z(c2zeSm+Fjs9)dTudlN;Hy5|9{^n9vX4WTf-?ugUdeYfhrZX&ym+kTi3KFXN_NMcC
zTs3d{`FTf=bP5~R{3v*HcX#-w^M|I%1wAZp?C9WWJ-C&D$ziG2)CUhAPRy@%b7Nby
zXwinm!)zsQZU{1LsQQ}q<M;2!M>>TwE-&N#_V#xB>FN59zu&KK-@V&<mT7hysBd$5
zneX8@H#aBd=Jq~4J^k?Y>*Dk4|5-8|xPM>Xy<hI=Bvo$#8JU=c^QXpn`1u{%Rr=bX
z@R5s!mDQ`=RxU0sYNr)us|X1TKYaSMHEL^C;)Ml{9-f|z40G&ir7SHiU)<Tbc~{Qg
zUta?kyYU`5c8rN3DLMJ#j>6<#y@wATB&4LJJ-W2i`;}4U_k~)EZ@D{e+O%oH%$X}c
z8kBENKkv3V?d+*N^Vh7=+4J++>=j{aXSsbaFL@F0<@NRTXMXGZ6crhz7)hR+XB)ll
zxT2DhkqDbO!?wJ;QrXwm9Gquc{o!u;eML=8PEb4Ha6A9RY17!Uv$J>X*pad4_}#m*
znVFdk4O_OD^gi(ay6e@}L#IHFd3kv`>or{?BcXHW&b?~y@Ar?iU*|aSWJ;@D+WC2N
z-`h@B_doXU@9)z!Z$5k|D0zEJbg_HC-sgQ>i?tVg`S|hR+uPeOt_WOQWNRiUC>o!o
zB_O=`kLM-h9eNMm-QB&qKL64Z&ZzBqy|YZSlRiH?yJ7R@%gJXOIyyLfW|?^YjoCV5
z%gP<KzqkGR?mOEo@!6S~9v&V6`KNCiskb=f<>|@D%BsFx_xIcF{L_2-FKybg<%;E#
zhK`Oe%353!mO=p<4BXraPrVdOLhf%h(q+5OwBqd1qpYQ`uN}R*I{e|ohmCLE<k(bv
za9Dh1u66kp^8$W;{yRI1)$hMvb)8FFdHQK?UZdQc9EItpP31%vF8asy>BENr`#E#x
zDo#Fm<^1}XolNTL>TmAtm1bmQ1dRt=T<qTchG}2@e>*l_DVFf?@EbR89z1`Ze|7l!
zu>Ez9kMZvLdM&!3u+VX;R_KN8`SB|1>f$@>Tb&wDobdSZ>(`-k=lDRi;I*~Url(?d
zm2mE@`q~tu*FJf&@U5-c?b+AYfd-Nyc9-dH%e}oU@2XA3hXv>K9yqu2Eeu^9wqfJO
z#^uY^m-)}{dwzcY>iG8;7BbuYc);v4*Ge>WRY+rdd;2-DASETOnOCleACzD4$1+PK
znrUg;2gV1B-TMpP-ZHJIs!~!=U<eBflZx%*<mB}5^mGge5MWTy(BKf)i*cx`+O^B4
zq{IX?9AT2NKyUHgTuE8kwfEW;JG+>&uCZ8^h5YO3x|ClFa>LKh&p{0j-&rP_oBs4j
z8W;ThlnM%}j~_q&c(?m~z}hHN1_wVszNY5phfkigfV%ECHYOL8l(=lqyE|d-+_lB^
z6DLmm@vvQfL(R`3P-r}S_^{&r-tPr3E+{e_I6K??<Ez!{4;?$k#?B{m;N|7zhB-G3
zZ0i5XfRbZ${@&KSySr8zpNX&g`LyOZXo#Td%ZtWoy3vpB>?{U3KtNQq)!+Va$l^P<
zwq`$k@StJG4hx-_9RkJA&$*VAlz94U3JN}*IOB)XkKmJMS=Yr~^{@4rW?&#+_hX?&
z#fJqRUS2}S`(%aZT9=DmT@@<)^5sh>4n?<qIo+%)D-`);EEN18HNQ(hz=U6a&(F6P
z@0BtY0#$<P=jVx5e|saiZrwU1B_*fWXYcp_7yI_@8)z&;$<8jW=JQ$eLzgZEy}7x0
zxl8HU6DI^1T-@B;_FbQ6SF5ELzfWhLU2W7UW5pxA(oPW(9E^J^BBHdmPv3rZbvSo=
zdivMTGiFFII{f+ddcD-sw6n8RXPM<jJ*cbt{!aH^{r}pz>;L|E+`lMpZ<W)+fEA$L
zKc}^|^~Un|af&Shii(Ph^6&3+;!vDtTdnry?c1XtA0IdUCM+eT#l|P2(INnH@Q+`=
zy579WnS1=qZu_ZAmZ&f~`~kItITZhWp8x;J>g(qBYm{YVWnJ^~)(JRue0zJlJ3Ow^
zHQ8P_dYj1QWxm=UVmv<1RZuc26)k+P{pMe;9#0-mLRJ>YhK}9k?+;zQD!P8pCoaD^
z7L4KH;S2{Rsd|IPlNg!VGJIIpCS_)J%37BtoS9+B!Nt|o+|2Cc<YZ9(E~Zp6K0f}<
zot?rDA3pr?YW4aDZ{PNYt`3vDBVy3{SM<r-wezi5+1RG7_%p*W*&yKn!yL<Ew%FZe
zpfSfQYxAC;n|l~kCOmnv<m0^b^Yb3w+M50ITj|$Vp*EGDSYmgTT)Z)F?%dvIXJ<2m
zs@3kYx3><SI<?B>>ltl3J2^*3M=9;?TXJuU^~>2hWo2n)U0K1%@H5K6*4EZEYF=l@
ziYI&aPEG#j)*E#1vyN_~sP>og`^KSc;tY9rc5J+GJvTS^<5~0j4`%1@)7;>5c9!YJ
z?Ca~CzF%JG%nl0MrK^%%KYkA8t2-;r5*5W%`s&4cKR!M_RjvDbtIK2d*U9cKd+StE
zVq#VLs%66l1D&`%5+HXtI51pWA3y(n?WzX*_3r(0j0|P(?sUGox;lGLT5>WogXk=c
zC9)}}Qj9dVD3>WIX>Gg^pkNVk^FiQpzUKX(5(*d<_9kf6v+mrrOG!nAMNv^P<N7+;
zWj-^Tj&_SLcI_6su_aUZ&Ye45Qv)t9aAdx5<A#E&D(l<Z+pkA1^PH>(DyNEyib}RI
zMMXy|o11UH@EBC_E}vi5B;a(HtK!WKLkmmGgST(^*$GaZ=;0gst>))X&G*Ht*r)P0
z`!gAqFI?zQw8@Cu!t&;iOApe|&FRd&z3t(vtE+dEyc8;XbAz$IzMkR00>@@hQS#;O
zZE^QL8Bi05PtK-;-|h#)N~=qI=ggU7Q28mPrM*4*?X9gl%HB$yn`7C$)O&i;+gn>1
z8VVmDQ#3Xf1`VP5&9!Pha>V7&kH`J5Ugm&Cap&0A%W-mY{`h{se&XcGliyn;AMZQb
zD{XF2_oo8Xmb$$y_wbs?%?6p5RP>&^xrFfX=svtC^C2&dWzXJ5KG~kn`ij}v*)A?F
z3p^*Qfw~NdnVBo!J=?y0`|*c|+d*~zm-qMO|NZ;N!OMGebNYF%9Kk<NCi@#CALDUx
zb31hZzWm)?rH9YWwSM^eH8;bGsI6LjG8PT){c;Oye}4mwvwpu{zdnyw#xRNH)z#JQ
z2M##w*tP4?jg84a`vUh?mA<*PmAn4WNA_7}xm_0*yDOWRh{)IfDYTrcs-*P!XlDEu
zXSEiAU+Y>no;q`;W%FiZBO{|vtUBlC**XUW3DwlrCT3@^UM@9B@nLyWhsORH5~-)>
zuX`(NHRZe^_wM@H+}l9y@rn0V2+4iERDNhNXwbmL#ieSoSH+esA$I21THKQl>m(>C
zDP7X``yKQV+<Xsgy)^F=>w_)&qP?*PTwGj25-px~Cnhj}TKJ+(!TTimz^(fbMXu<_
z^R&d6K{HCL1m=7?S^%C+TEulwGoFW?*+Faa&CThHL0z<cbsru$o=7nQ)r5y$g$T)7
zl^i(IDf~5-S4nB|v{|cSZYrBz{c(MVxhM~Vr?1*%(O)xctIPI%_nBuS`TP5O{et=W
z`~Mi_-QUNXp8mXOP31){E|>a$KhtYIomBs|Qbcf~<b|nUv(IGTnay>M*&}Ov{{683
z`!X-9ota}P%*o05Dz~q%@74WQffHxXwk}@0_*hx)wQJWteE6U-pG!R0&(E)Medx-d
zrA*mQE-7(br+)GBrF~eQpTlUvR(bo}>51*_?Y|zrdBZc)XIWj{(^H}rmX?X%-`xcb
z`uFzo_Q}~sJ<@w%ntkoS(W9)@-`}<F-)}D?D|>Nmw0ZA?&kqhZXIxz+DkCHF;L)R|
zZMnA}{rdX))%ESUx7);YqYhlVCI%WsnPXY};m^<Fudj_}^4zceF8k}tOJ;U<_8tjC
zruBQjNii%adU|TY$rK5z5{-sGu?N1tzkhs!qI1B`qSPC=Z!fO?{?5b4CuD!zoL|C%
z6NNU{@rpA$IHxBVr}@pdll}bsyn9WJ%`B75pjEY?QnFiI|5(5MzmCK0{K~4TtdrIK
z*%&}I^50)yoqvCOTlnu!<&k5@lAfHHIN@XpLxZw=U&4tAiZcunne^iK^@wVRC4idx
z=K1rE8K#||*Lyv_URGQ$<^aeKm;LP-8H9v{3Vwgft@(O2-0HPi$%}wFR;66~|9+EB
zN={a6ap;$`HHi}BUTrTZxc9)C_`^r_5}eZ-a-V~0^yzxBr?&LZnIoeUzfWds_H{Of
z9%*yF;^*gB8B)^Hl$4d3_f~xk+W+qT`}KA2=U5gS)cz`IX=!0#$hx|!71SdLUha2v
zP2}b)Pw&-!kKObC-|tt?Jv}`cKvPvacI<euCOj!gsqXh%a~bP09#EQMNcj8f>xYjY
z53b+;ugm;?&E^xogat2huUd0IaPbt~`ZK>wWq25PBNKC<SN*y!EFlr`toFw3+pC+^
z89sdZ;!;&*#qe~-o`ufsN){FpvAaqfpP!ri@mh5L!ONG084BLrv6Qhc^I3dU-`rgM
z{5;#klhyqb^7G?gRUJEid~wiHuZ+99wpK-7T@@O*KF;>Y@#EsF|GBs<(KHFUnOFFA
z)uyNY2j?dyh;L9dKCrEroxR=Y{ozxmydLlLQEL`(`djn$)zyyP-lM1W_xJeDHd~l?
zcb7%sBNm1S7Z<zFFiz(?H_vu;UCfRG#?H>p4O_QP-7;_KT6@8XmX}R)=0@&sYiC@b
zX#7~xc(!?dUq=UrjD4L<uaxPbHeP842HmJF4o*%?udb||{62A^tj_bq++1FVn^6%0
z_4W0jq*7Q|_$s&j{XJJFCnhPA426s8%1TDDY-TxgxehX1xG?i(&rDBG&yJ1`hnyT8
z&|ppN?{A8RhJm(x1<%gR1hp0o($C3&T8ke)egt)L?f(6E?DRc)bDHmo6r(pcHZuSJ
z^O;}Hwra}yp850Te|>w~4Vw9RadELl`8yfVJQ`@OviA2k-RbAOT~f5Tq_)MK6OIVb
zG-NPgOS@8*m!IFS9lkE%Km+57=<RxLeKMUJHW>6snQ}3J`qH3=$^Ct`88<hn-rADc
ztm-{&LE70_t?#y1eSP(cMX0>IyhqyHFMa3L)#1tt3JiOzzB&a22($>?*qR-_FE3t6
z>CzF+_?~W`f)7C}Q`6E8-MlF&DJePO^i!$zw$<NwJUu->eEoV=Vz%3}?)#idMyV@T
zp31ww$8o{ZrJFvVx^PRM3tlt_&YbyiL+RopnF*lT`YS=fQ}6DttDE!b=nP0%8r0cU
zHStGc;=&w89^TXk={z@BeOz2zRFAERe+(JD@al=&f2@~LK~PX|>I_D`Fjv(B;86{T
zxTgZB0M|P6%QOx={;?wBli$xpT;KNWmHZ*8T*eqY^UOS3>9ey;FPEEkbgY=;>Z%$3
z>&1=0pT=5V_e~dVN?`EFGMc&O!tpmZH-Fxn{^`ld8~f|)Td#jzIz8^t^!U2ShsRZw
zjNIpZI{IY;_lzr`frEdwmzVj@uq;*+5)!&{TSiv)>V9s;3A1N&ySuyhzJ01|Z7qH6
z+BMNK8zm*Jnp5Is|E1KoF-SFDITLb3<*0(`=9>RkDC)mGJj4nbLMSUM169VLsCVy|
zTNy8JRig3h>+AN)&(98?KF$60)m7(qKG}l5ze-!$+gC@ccXq7!Q*cWB@?kLtX7N%r
zF6Hu`7AK7a#mxs!#c2!PQVPlcI@7M!N=!elCu(cf!lI|AEGj-EEPR@NW=7-b>H5jv
z-`!miwpMCg+}^I`{_~j_K$Are9we}^vOaurax!Rk=EK9opqa=uk(=H2_W%9;-C1wC
zvXzw-!-JPEJD2&+1{JsxhDk1!wINDMzvQn@(O>MQ8U4@VY4^uuhKvJ2#=%z)$}?!R
zFfA_YaVnUbP;vU}=k<B-?(BSVX{q<d)617ESy1`;83zv!%L19*%Qqz+X0xgO#$*5I
z1G9{b3<CpbX!-rUy&Dq_GVR#Co0&mIMrK3SRjuB2@!sCvpcdZY!_H0qt}ZUSo}B&l
zbc+76*4P7VIv?{ES^Wq;DY|n<m4E%~H!GNSK9Vv{<1x#-(~)*|R^qEGD=q5&?D)0y
z$Bzn=+*={Ce;6HZZ_8a6pkZ=M&MfcFjK}{vI<#i2TN9t3zrdNDt$tYp;{wLdt6#Bm
z&wQr3X-ecGKheLuyG}^25p@Sm5<LEzcXwB--(0K2Pft!ht@2S)(vnX5JIju(f$dE6
zyWXjL!wv;4i%CBol-4P_H|)jQ-`lsu#KsB=2{o0zzV`66{{ADUrfM@X{QLJ0R8Gj*
z*R9d3esjYxA|hfz+}^6zcb9M7lG?d*=hLWsC8grfh->;Y+1MJ`^tQNaOj1`<R#Ra+
zDLnb>EQTN{<MeY!w&mU~`1&doR7zQwy=mCL-<~1i!UD$)TerG;cyQ>&?dg~?L!w9C
zUapy)Kdk@1_6cwOy)B2^`5!+!I~&v-)qb>CKyW56#QkmuqTluM>6aSpnr82CGe}%e
zuu;u-)`P3z@vTdjs+#59;b7RXef#lyd#elI-?QD4b5kgP&qp>;Pa*a6G|`>+cNRZa
zvb2=knti=(_3G@(dLAXE&5KU`+8R>kVEFnv%gGi2r~6Y4!e-8#Sx{Ey=H|xsq-f`{
zZ0zkso|)@P>w<%QjbCry@O%5t1a1XE!HF}qGv>yp{hg%;Zrr8yNbY~u2`W`4N+us$
zUzr4I{iPh6@iBWIxQ#f|FzwGQ^>wT<=Vqk%YW>j@n5g*BYX7rd-G-+}PMzXn`0(VU
zu<i90p4L~p7yQZ-5PZpf{io_ShH1jy-rhTQ>`<_^m2D`xlswaC+4HE0b{vWz^-Gp7
zKYa8k>$FvMVoFN38XB+7EoK~?Z<)vt(Pv|0!{8vxGO4n-urRP*y`$sH(hY0k*&3cT
zGbUJ0I+^m}%a@kfv!#oQioV3kUQ*W9*539<aH3;C>fdL)Of$b`x3x5O_w<M`fClQX
z+y-^fkM+rFuL@bIBqJl^^8epo*Qlsj$9}Ji->+Bo<%Qy#H*Z>2uU<XFrgGDXlP51~
z2n!1<&oa-~TeEhp>)TsfkG{IP+B;->PY(~HLrO}@ly8p(1qDNQgsyJcutkI^;9tyE
zuluH}BKFjCCtmPWQ1_pAq)Sx$!V*v6-nS1QKD@E7)_Pmc%_iq|zK7S=M!&effB&zq
zckaY|d2>_v=FOWHb$=|bt&8n8&AyiK?99wpMxLIYFK%vDkE?!bI>)wJOjzCT$cKlA
zH<rJ@$Mw6$#l_{9fE1UCI<ukSsrd^R{#qv(YBE!x&C>knV)y<Fi(I*De!t!R<I83L
zi)$i{YkoeRe&WQ5hSjUJ&2nxunBS{lW+-@iO7zF?-^ylYV!5}r9DH|o_r=xW`k;xj
zckkXYG(0^$J^9v_%pcF^*MruNWL{pD`25`59TguJ{h9&lkjdFpG=OGPSNFyE%<Aaq
zalEG)Z*i{wd;Woj<&B)&+@R^Ki#v<cd*3eipYP`9*LUpOudlBcyY)(S^!Bnc965Gu
zQQ_lbuO9F-G&MI*oH?`8d%E7r(;4rrEi5AT@+&DR1uw`xC9c%$!*p{;p)#mjI9c8Q
zS+%aNF7LH#*9r;?FWz|f?p@!OEheQi_Z*!6s`P4h>(rBH&K$YC+&?irefs+wk&%%n
zPMr#}KY!+o&d+vbC8bpgb3V0lB^Bs4nCIO&(84Laq3&<hja#=~?Y5FqQdWNW=FOVA
zA3uJ)*zM)w;=-zxb4uJOpG}-$o?Wff%a<=RE-qr#3SHIWHC5~3g@w*Pe!X5FxH3o;
zG=XPrEzK`ybD`osXq2*eO=U&JgL8AOf5wIH4U3T68MAKlSAGU1C8Y@yCoZhJv!l?t
ztKY}PB}6YIc;Azwn(-V42N*U4FZbI~@Q?}Ic4J{<OS-VY@zwpcYu0S2|6ljDT1ZG}
z!lX$}3l=CaI6#(3Eihy(MjGmyTrR)LXjSctq~v7goiXb^Dkv!#h1|P$;MCMp3-|;6
z#cXW4yFaBNnPKjnITuz0D);8{@$s#Q+PbQ$IwM0v&39IdR_H3w#NnSGA33<VoMxNl
zGBAJ!Uz*u?4Jtk)fCk<&Gc$kuc-${2CdMW$EzNM?#l^)Nb8Z@ehA$7d@g8nuX5Ucx
zIql7zotu;F4Fm-z9{H5^x2;X<_@CIlt8#uOe{gSTVSLalZLTo+<b%Ka^RLO*|7qlv
zHUq8xlCUgV64K7dpcA=?MNCXg!XSYGG5Hbpch}OTs%39(G#Vx!0}XZZ@$qqRavr?1
zv-oOiO>OPQ;^%%X?d^|Ouiw|SeY<(s+NjnC4-!0Id%3uTOkA`mPNgm)LL-{N*;(?(
zM75L87;~<#lLa*n4mPtZ>+14?+5?B%cqh)7(ed%|@ob+%Ia(I|0)m2)ldgn34bi`K
zdXK8QF~gbe@A;g^8RGU-2(FFV%EXX!Z;vFX)%@}C@r`wVt3Xxzs>1?;f`N=PzIq>3
zjbxZHdGcbp`0u~p?_cac-;QC*WRv^*YNJur+}M!l4C?QI21ZIsOm>yNW@7+Nw5$qS
zt93OI)GlN=^K0p&NjeNM8xk19)<iV&$yy~mIMA4JYl|iWXeCu}Ij^vw;KVIK!HqK{
zp87k?{4jCOnmg0xtf}!^;=4&jfZ@d1v#x1rYFgpz*4&#mXAVzwb@h&&J3UJ!nh!cI
zadBDV&zkxt=wZeGX%-A7=6{$31t;z^c)a~f#s6s=xPP3RYb{|@VX$Y<o`97>su599
zSvDOV9UfL^ek|QIAxG&2sQaU;%4(c;reXPV^%SF-A-mO-l$3N=^~Apwb4dFWROlhb
zAZJ@80`lPIw6jZYsR{}TW}e)A=Ju(n2UY~0nr5H&C&<%7jN#Xh9}R~&J3Bf~^{-pf
z|0HGIXKz*Yn-T}~_x};PyxiZtsAyBjZWSe^MgKj0YX$!>o|?bdO|$;}g~o&OQ+rZ$
z8}j%6HJfKs*>r1b_ThW?<Uk|j>+kO__h01<nv|S-Xp)`8pFmGfF^0OIPp1dH?ds_0
z*kbUqd5KCSgM^Tf($#e!e|2ZgG*_#gAfm#}!1&ZlVgJ8h+K(PTX4JUO{_gT}{^yJ;
zN=jO-dnEVYyLT$ouBmzE7spifn_ddx>*HMe<!lQ+Kl8n^I-H+j!h{J7^78Vak<P8z
z*QY%)U~4t*6c!Aud}x&awEcTNC-VV0+bRc+#;>ohFZP<M#n7<3{QaZ7-|scIwz8JJ
zyQ6tDk%w!)gNsXu+>SHRKOg;#J_MdaczC2!7*t%Y3R~Ot^Yin?xwp3k$+mTLoOojR
zc>1Z?DW4f`-M9f-BlmNgebpC^YuBzprB@o&eNH;2@9DXTVMF-(I0?%ll}C>rDYP^Q
zFsb{^0p;V1%l+k7@;SS>q<jjI+`mf3EA7vuD=N~=KOP)pZfR*r`2FqeE6)Y<?d$vO
zYJY(S0Sd~>z#dEH=;-k9x)r&9<;pWZbouwxdt0zwIC_*7H1>9Nb@<iG2Y&qiy_oOz
z>duaiu8@Fh`pouP{FAmaWSu^H_Gl}&c);c~-;i}NJ8k$DmjB^y>gZT<V9oumqrbPe
zBr~Y{&FNUNLWAMdgY~t)zky2Mnwpw|4-Xt6E-m6Z{YzDge-dj$^!7a0%gcNj8E$XS
zKYqXdf3J4<It3dW8PHUGNIPhf&GO8zrCn-~3_srQ|9|N4VP=L6+1K?zb3LFwVjHh?
z8@ITgN2!F8lG5bEYvNaBOk!<#_wL<}nx95R#l;)b&&!p(yu=D_+N=Zh!j`C-igt7c
z{$rWKDSz_hsoaw%W4`sCnw}DQ0JMtXUe#;eimECnwaE*MpPyp@&0AbqA0H3S`jUGO
z8P(l<<u2-YN$0`Z=<Sb=^-5QKK5PE)@BaJ`pm~l*kDB(?{`LapPaP#CB`wXgKd<E9
z-xu1(zyw+|Ix#=m!=qzLJE(Ziig`Yr$8jdpf%W_UNh!PcwX9vMyYJtx*G{MFJ{)9E
zwG<H)oah;l`X_5UgVE#ZT0t{+HPqJD7QVWo8L~D?bl<*xtnw~uhws<_kG*wRLdQ%|
zSTL~gY3#Gy_i+hVG*VB`*LpnNQ(m<F`+K8p3~H*XFaON#=;(;MF!jsCIcG}iJnK*8
zYFZQ@*ssvhu|mV=mx0Zmdha<blV;88x?lI3S5s5-#JO|VD&BVM@0;)`z{SPIt<h6H
zr9*|A;rsjh{dTp#7KE*h+EMhBOUg8><;jy24n<I#1roI(Grl;sd2E^r8eaqr4}-=s
zwr$(?<K^=CpalS1^6$&#@B6t761Q40&w6<#rhu!qf^TmkLF<^NYKI@YxY+&ThD7H%
z*5!P)zrVQ_6>Sn}H`I`Eb^v#DeuT1Ctz7Bz%RppLz4r~K7Y`mRko*4p<;%|O>+4p=
z|NefzeyJ6Ypx{Ku?yexU+LAXb{z!^0z4PuZZ^?@T5BhnUQ<52OZ^>+4?A{L=2)3>I
za-dzlu7g`#@4@r=^=`Axa+iR$AN2CAHN49Wp34)EIdh<&r#pr5fp~mPBY3#~*_oNm
z?)`F!mzVi|`20DU%|K9aCTrTCNgF4qFq}Di)-@|j3$zx_;il}Knx93QWxg&hDJC;M
zdLMI|WY{om+O!w9wran-zhD38yN-^I9xuq;?Oe(IDLg9POqo|!O!Qp$-P^?_MB?od
zeutf>+<kgJsbBx0>a23p#Gv}y8%Gxx7Q3HMgh6Yc4<2-UTpH}NIZet^aAM_Sqx@r?
z-}5;qJ5+sn!N~C9@^bzZqnTB^1(=Lx^6cEXGf1|pqvM2v!OP~JsVR&JJy{=^K|P6t
zOYD-`Cz%d>dwbh^tG1Go(&7bC&vHSjNq(~3i3krdhE<?(NKH-6SD}s}A;CvL^{nyR
z)O$|OQ-y7dXPO(SO=4{TjR1jW!rt858~yw>c!9|=J*`(qz2wEjPF>r7At3d_@dN!m
zohg?O_{^~o<d?H?h>4MT^X3g`0pFU~-C}ihbwA#2zYmFmIFT)9qO(@jy><<enzWTc
z&Z2<f_O@K-gaid09UV~l1IpV)J7p$LocQAA=H(&nN=izr3eNmc4OWWee(?Bs|HEg`
z*cevC>@@oK^SL~O!{cMUh0o4Nf>Y`e@l`$d_kbeAYZJqUxV=>#9v%z~pk+?lVQWBB
zprB>;6;)MUpt5BV*U{8_Cqz82vDzdaV!5-gR+_;e`<hP4>ubEPudi?4y4CdBnn-1E
zy|2{+t_9QnO!_!EN7EwLf1b_3soLQIi`{rbR)?(xm6kDHZ5<~{3TK*MKKi@d@(eSF
z#`OBln>Rami|L+9{_f)9^0d!WKIN2(G&2W7U|?Xzl@)?Hxw(ni+1+lvQi)erg{s~<
zUVgu}UCnovgWhz|h=hiQM{?f5^z-u+b#!<_SBJGOUaSmSBWGRyF5?Yoyx6w-Tg%?P
zws-E_F-ScnVpIPwX7QPW&FmK!xpIS+Ui;0pdb3PTNr~6zmqM^wB!flqGasKB28?^F
zzaN{X8@(a*wAhz-ccmXbd^p3hIBnzi$8X>E{`~y>@t2pEElOXBSe3o$*jM`-w6ubu
z;lqc5ocsG^qqpT8T<F|h@cNqWm-qMM|Ngs!t+$kMMNw0e)3*BCk?i$*+cu}4PkMBu
zQ^Kys;@i8s+E-sHC@Co~k9yYYDW5W_#bs6KYBjT*8x!(>xA985TwN7<ddvG$Q?<K8
zSBG`7^UHB)Yin;zJuUV%`{T!tObs2qy`oMW8?&$LB_<{+Ub=MYO6tDf@2nN4pLPuk
zn<n7Yu`+mhR~xT%mdxX~+wY4VJa|xbRk)j58)$XAk=O5w9UUhc?(9%J(#U*je&zO~
zM>6u1A0PX@U0~8yhG$QnC>R(R-2c|l&`@)C{n4qjXLt8Xn?L&a_&5g_*P)k}mrtBL
zx%u2&>(!^PtdEyB&AI{_Qe{vuGZX8THgDU#d-pD%f&v30W8<r9J2r0IDD^vFYT(=E
zj*c__AybTAE>3oTdVYn*(=zb*%eFrgGbidW$k<dE?EC$0cg^kabupce&1_RM;>Go1
z8Wt~B&dJF!sQQxe=hJEZj0+1GFI~Enkeka3S_%K@-Me=l-rmd%OO`IpWT{_uJ#@Wj
zn3}P%u>X8J-3@V|Ue=j2S1JSqCw_cvl%JBPa+ayDtLxCd+TRzJ`ARc@@@7y_kU`1`
z0nmz(*mvFf`!q`IzrMP9_~z#Hi4!L_u8rQVq@u#o&L=x*)2gLHl9HX4#m`>smU3}X
zF--e2Y3D>8hCLM@7ggPwo_&2CBg3lD)ooc<S3P`mwEI<&(abd`Y9phg7oYooX$=z-
zQvqmQ;n%C-6~EtZpE!4JFFU_n#ulb~JB!)n<m4C_`1$$&d^|2M^*cC~^SSQgxt2B0
z&&i&6T6E*)P0@(;9UUCK4ra#2!gh9cu61%sN=7-LrmW@v86Ulud2M1aaNFwVXBnU&
za^ln}CkF?HHIVKZkAwjOsMXgnWr_$3D=Q;IQ&W>c{ym!|%a^aduGZJr*A}A(S`c|9
zwe0P!rG-5&USxc=;{x^6q@|@-+RF(FzVysmwdw2m^ZqkGT4zn!^t4}cf6A*<sY)+4
zfkx85zq<>XjkKxxAs}s*bKqbzJ7_h4g|#(k&Tz7tuhUemP=)EI4eS0?u&}bO+&y=9
z+1oBQUa5o+4-Q7`C;%nf4<C=qE9>a^$nNQtvz0nMP51DXmBF9|88Q|H44@rD=jK{}
z{duvoV+B*;Omn03NvsW^X^Trsy#<AZo4<T1(b&QkJjb$lS;TKoe}B*v6lkKy!rFSV
z=VY}TyUX==mAqtPh}e|EsiUI<n!Ha*O;xn8khov>d+o2k)22<ku`!wbSdV1$f&~f|
z78VLBDlEm%&xKC^`1R}2b91c)<>dN68!+zOy9Zj=+SJ^vY9Z|6lJbJf>z9XLSlS<<
znN}ySG0B-^2!IxZfrc;My?gib*e}qs<gUXKBI{H=TvFyFB~7`!_r<Mq3>Ut9{HL49
z{Q$J6JNvrcmfYK6t73%&1*dYW)lS$sIY;imtE;OIpFHWg>aL)mpr@8;=*>gZXPrvD
z2Wp?#|Nm3$Guw>!`uh0kS<_uyTqa%EddfXxMbVjfpPo<Y87uZ>dxjLMyk_F#;W@H7
z{d~acFx?xsZ-ZxOzE*#K=UJ+uq_ikWTjQa!Ma0cV$HVN6+$XU%FthU=0WFHTnLhue
z50j#j(k1qFpB$&mPhouU@$qp%Y3c4|zO%iydMha{GD<$g9#}W2mvK$}eml^Z)m2da
ze#&L)7e<4J%^tH;7$5xk`T66+cKJsS4mR(o{;p?aY-}p$;^HFeYW<Qq;ShUZ+$3L?
z+{A@Fs#}l$<5X0bd~(9<+1j9vh595FB_o@aD^D%(-+kKLa^~8)B}c%`?c|WRZ$LA|
zN0#s}TI4Clur2?7+^Sg6<bu>>yADw6nS%jT)rN$KJbL_?k%3p*?8t`1!w=rP(Rm8$
ztC}oXrWO6~&!4z8pA5li*i+u+r>7a)hbt?CIr#WM`_7`aX0b9@RDMzcZJDe6{cWLZ
zw^)$Ou>}P@jDi#Yxw`J1@#5woC&@ppZCcHTR)<g3t>^itp?`0`Di6c$t=a8XrLP|R
ze!t&+sn@BtqtDOJPyX@Y;g8?%_ZR;7kf_O*9PooxN$HZlT1`Oahkv>cO$?U%%{{aw
z^YWF0@(dxXLO4M)ge!xWLs|t<iJbB-AqFRz9CpU^O_?&K=63#_9gOPg>X3SUnb(gK
z-JJ3+u9I~bK;vkFQc_)@HQ2{`rFRrQW;4sX)A8_dd-8(=jo?03$Lbn^sS{Ho4|I#`
zxA~|Yo}lRb;m^-vhK8wAMM0_l=jZ3%peBG(@vcdBlP1sn;20t_NwskWs4;YXT`V&L
zsL}fE+qa;1_ZAcgXbJ`%O}fPH+4w!5Gn&EJ$Y{ds+1*;9s}_L9%iex}ch`BT*VHrL
zScC;9mh3piKG6i!Q#)t<KH>4P-k;m@@9mL%zvpuwxOHrNYze<oriU2Av7<*HZoM9N
zdi!4IcD|18?#ZtVK&y5`IOSKa)DQcaaH(DLMD;_@qDia`k&%(Fp7if2Dk}Q$<z+B9
zJknIOyeyxshgK<Cpia*X1<S~vb9{Q%ar;l2q{I1S>-9M2#csVDN?r!_zD-O_w5b1Q
z(<fu81WI%46NLn)%B$7PSjn~H!=8HY87!Y(E}y@s`1v`D@^>;;rLR~RZtSnO_nT+a
zS^N8&Cpe^peSR1O@A)9=v`O#5w%prFW@ch`c6K-RR2qX;rGk>epP!#IuCJR5@#n!7
ze&eIu@ro+hj4TbH35vhJz6QOU)X{OqCu`Lv!4v2GXMO-BOU4dPd9^<AeNLWIpal|B
zS;K#Vt?~Ob)!_^$$f2I?p7Lp4{NnS#13sWa!!<Ga|H+n*hhDSpZs_dr$p6ImJE-^X
z^*oM8H|m8ae0Qp@{(MN9;bb(!`nbJad#k^%Qm;?rHx?9pxybhV`+Iw1o*q`ojDNAv
zx$+@zLrOBk`+Ix4x8JXmX6KV>@KJM4N>T#NVJ9AL15GXc`1ASvQi~qPhZ0Omi!N#A
z+z>yo@xPk$_10_4+PTmF-rl0y@bKZo6(K8yf`Wn)^7Gf<`}gg3e)9Qww%~;5;}BT<
zx9r7%2j^8@?7DEP;^9}PO@<A>zr8(tZ*TR(wWSaL{P_c#`C19;?5i~#-gl;D9rxN^
z@i={zY{r^DKQ_9Zo_}g@_4kD2WN=ILM90!)OooQ1?pwY&?Xps@C~MWHrmXlE69nQa
zm=z)!Zmf&7{`285|EuRlGkLgLnYhLEKy5HJP$Tw)N9J=ThEogUq2tqQWT!^mYw-WA
z<nF4epL36UZyK-u9>xheoKGGd?S64(rEt`ij7Da5z6JjC?LaGtK>MGPkM}JsdwUC9
zMu4)#$AU@e!c)sx`Dgm<)Xk4bTp&IZoJXWhvs(85`^61fmIj(KKHe|Cxc>jYAD_?L
z`x^aFR$BDvam;=-4b!i#AJ{dR?cbWI#-%i?zI3^8?%cT_FBbPNxuYs5IFmuGcE*B7
zDL+0bNv|<tZFqiuzJA$FHQ!lNo(8zMq@-*SuaDR%Bw^}xQ{%|S|8A>Rh}xtWJvEC<
zX%1gz*dQh*HsNH7fRn?rSHF*UU$y^~clzvEU1w8X;o|}Vf-k3)XUu4AHTuEL8+wd?
z&Xb!SFL$kQ__xB&;>H7gqxbhyc^E#Qd;k6U{Q9I%Pfmh%5H&S5F)(c0xDk{fHWoZ|
z0<RyQYH9)+qkDS1g<m)&$$R^Uf3e5(9?V*0Q^%0M@2A?nf4{Q7ytwGRcdh4SHPG6I
z9!X;#BL)?vMSr@Yo;LRcB#KX6T`r+|a*_jRqiuZr{hHgLA%UNtQo#v=&CAs0%*BbE
z@@}5h7t-$K?pdMcz9}=|&)>g-l9HWo-sF7U_U28F3wZHU{HntOf)g1}S^v+UZFb<n
z!I(D(SG<^YV5a!hC7x!2UqFMqpbb783(x(qt^a3}Vk8O5w_$6eJPRe74;iw!xUll`
zclWZ&*_*9enE1@|I_s7n@xLc@#)aJ5ulj~5@9HYifB$~xuZiC;7rrirkzvo@Z?`MH
z-z|Um;DG`-c^wcjv3c_``RNA(qk>&}3)cPoTM_8nwM5v_+QK5?$%%>J+|MJUUTIde
zOE1Auw_(o;HRnx+4K6MzcF^I{t19PZ<kC_?#05{(Gls8w;%Ztr3AAo%;!Ev}N$JWn
z{$H=jO#ks}SI5bdKlK&#SDl=s!+AueP(V{~rnKLuoR%%kdw+gze0lloFQrfa&gvy7
zDQPtxdd95AJZ07|r60^w?6)@CH;7;4@swh)tN6gMI&7_ziwn!UySv#LEQ+7;<lWn&
z3933*G_7pwUipmqT=z~!wlxcQ;^SO4t4A_a{QFZ0+P%gtrgH$auld12W`+aj?f>_5
zbZ~&9OSI=RqqJdYTYlWMX$P8E_jIKBZDJ_6w8T@wszgIbSQxZI?B2b_?))-#H4&ib
z3S_->wRuP0+#<UNGbEmF*mxmeZ`eex;DD}gPfnidKHi<NP31I`UF9d0ur(1A^Q*tU
zx;k;%G;n5K!BjXYU3sec>+K6fa`W@I{hDcbGKwKLCuhRUnKSc$$JhU54G+Jb^j_V_
zNJuw&Tg&9h!guc6xv)OoUPVPEV@l<>H<E`A9SYc*6>4E+m2{wiaYym<KDU`urig$h
zzrKC@R#04gc#38)sMhQ?V&|80=@!#XNKS6HDt(mz+JW=`fQw7of(3FeeB#ClyRLox
z`Yp`u4bP7k^(x#9zrVa}2F;SHtFtqJS~`;^HGyWU4m2<xy?1`0bGv|;SevlAA86Aq
zXm$Ust=i!EVPQGBzPGoxC!e0CYf<t-An)$3R?v>0`15Dax}KkB3+g>QKHd*nml&}*
zjW_MwoRxZ$r%Y*?XIuSf>-9KL=f$w_kqeK!olN!jcT*qa2nb5*`+dqeQu6g?ztqw@
zep9ATIMK|`@ACZI+}7^y?hRYEh}hZL9XfT&YtOG&s~=rl?7s9~epS^j1_eG@t0i`Q
zQ>RY7u_?8CmrqU29tMS^<m6TXr#H8@dPhV=bbx2M-tYVEcj9T$#HmwNTLh9`U0De_
z3qb04)$h04T?+~dHol%VaiStaM^8^rP`#a!lJlmlsRCkRP7J5!uMX4Pet(Ce3uydD
zasxB_6mkFGg2Id6&yp0mx4(758rBOpZ%SUgc=5)@WOh&?0$O{uyX@_uh0g5{9y|zm
z^*1dgg@IvJ$Vw&#i`ri%MMXsyb{40X&crgIS5RIaKAn?~&n+!YO)qxW5<Te5lz`yO
z*@vY1Z!~8d_+)l-)A@N_o|9B2%$Xx|<K|7!*0zk>+jMVj%hf)bw=h5hv|9tTShrWo
zlnK=BJb3Gtl%AfRRO;QkcdwpQ%goG_!ZPEx-VW3k1<m+fH+?p-<3xn0*-2w&d*(^z
z2b165`{TW9ZOqD^JH^E})BRZ|sW5EWw8^Pg$`sr%es|^2p+f~9AGw0|zFhh{Ei5HP
z<=L5;i{EDn2zq*n`ma!{ycVa})9cQr@_tjE(afURS+3!slXHtUy(_Kl{4`+=_m9Q>
zc8BW!eU|^qrI2cxcgF&>mdVi2@WZ*!PrrWn;80e!t!h!`RO|A02M!;0j&-xvj`+G~
zg;CMYnDp233@$D%3d+jPe|Ho<cAIIZEI4r=D8DVb>%Ly<;q>r(YSG_r1}mz}W-qw8
zDRoEHS1r(#%;vPSHIM(Dn`0Tg<}ZgLXw@sI^KMb`K>@TqH;$i!1JwNd_Wu6*b9#Or
z9u8h!T;NK@(a~{+dA{7G%a_3;TODZq(~a-J{nL_-8#gxg_WEwLV;7vbP&;SR^W*(D
zD^dzdzFy2uo~$c6IfXG{f8Ae|oBk0I5}-Nd+}qm@o;>Mkn|A)@P06ydGSF%SGUgVS
z@jY<sm+MVEJuUIom6Z}^ITD~%wP$CWCqF+ocTx?Xl9Kar&w0HL_deFGV(H%_?yDA@
z_qf7dOS5*lVm9-F&l{`0W|hud?mxe4WAgE?Q&Y9MtE;O&{(8N>`}X$y>^JI`mXRgz
z@5SD@d9yR?>Z(qD`#%9so;=Bz(%IQ5cy^Yl@U?5#7KN>ik~*%zw``*D#Em-(oh^e;
z^h%#<&pIW3_3))h!FwfmVv9emiCVhHV^#OoEYasLG+9Bph;yNB!-5>pI^`cfDi|D^
z*?0v61QedW<Mm2QQ=2n)?!<``8F$94d;dy6P*f}bUxQYn$cgy|r&1Gn9kNyx6)Y=r
z^DEl)sa&mM3g`R#LS>B0mn}<raG=qm?9Gg-u4(N2au1$Pk3V*-SK3s_5_G_esL648
zVK?58#Ntl|JDXJ$BE>#@cz75zX!PSp1!&78sHad<V<W=F+Qu)h2dXqzh;+?*+;7<0
z7~uPA&8*4l`f3#uT2!(bZAxAUfOd0LeSNhOv`vBEd%B+M?y|SwzS2~N=Rb^<Zq<Hi
zX4k&FY32jRrw*GKE*wA3ZfR-xbKCQ0&kmhF?G3J83=QWQ6jU15FrGW<Eb6t1q2S^o
zR|)$%n|(i@NwcuAF$Ji#fCdD+#r3Cwx*s7ta~_{Rkm>$>vRa{^+^T@oQ%vh(b{eIu
zTAINC+KYOAzCEa~w<GB5?&jv^6zvuXp)^6ki3__r1J}J<m~H)-)AsVzhpVODFV}uO
zed4Ys760{;xgSiAuhR?!EoocRHOqKL@;{!Ibv-hzOfzgGBQ~|vehE=jna_S<&If%C
zB_okJkI!>FIeQ}Wa$E7AmxAx_3-vLwFtj=~t`1+XWNRzSwRV4AT<zCTO@3Dwm;Z+?
z|M3Ledlr%Zep2d_4^Dxs6Lc7C3Lmk67Mz0C_}}X7LK+<Z^kB|GHaF`Vv+d<)*v*x+
zObJloW^nJ9>pgJ50W>u@Z{9qqlZq}bDz@i7raOF!<9Yk+#-4-oxr}Q(&#Q1V2n!2u
zEPWkz<>7w|&`@siAIS-O#GTccx3phdttX^hVx%xhm-YIt((IVMRiU6!j6g=N*^l+r
z+$`VqpOh1I`JMFQ)aor;Sj2P!{)O14xA;}5MRGs*@$oTe)IdpBm$z5iylv{#smEUX
z&N7+!D!|1hZS4ZX`Zs}Bm}AA6D=t2oZvOYz-0~R{o!Oi>WhUrs5ntP8^wXImag(Ql
zkFxrru0?yZW_+_bG{-o?zr^=dPUcA#e&*xg{)wljCwPYS(*@Jx_fJjz`TR%noIuAd
z%PTIH8b)oqQm)&{b+mKA>4thofxt@b6^)(6Y~c&`Fy6nn_vhk|7Xnfx<9HSy{Js5%
zu%ocx#4Q%b=g-Sb|G}g$WE*0f$Ih;;&!W#JDR^=ds4Hf*a^<O>xT`Ytm4$2*xfW?3
z4&Qy*N3>U161)wSO-;+|=G)sF7Z;tpaj@C4xg$<w%EQ^>iwli{-Y}^t87Z`${dj!I
zC9VnOd*;uN|HnBe)##~N+WiR=lerZHCo*bg_1Pbjda99sIs5FaQ!V{dwM}Qo@Bbe+
zv+=Ox_LC<(r5HfxEo{%ff9|`rprELa={<eZuda)O<KCpMVc0b*E|gR57UTTw=8FrB
zswS~DwDZd!yS&{0^Ity~mtCUEFLv(j5jrWInVoN4x934gHd{?flLgy^4iA5>tP(H3
zFguI2b6QHyF5}Jc`=~TIGwtW5ms5QtKuhjzAIj8=x`Z#WEqc;@pE31;`ee;!JGF`l
zlAwk9AqPV`m#wn=w<Y{%!s5wCN?dR4T2?N|^y7U!V|cjP-bp8u89ZD<8n;v{vGa%d
zeLm#2yl6?bm3Zi~-m)*UB1gC#(i#~R1Or(?cIdpHQ>PuS#UAmjcT3}++ZBu_d_Zec
zwcIO{CoFpQLz(lX*RKmxBZXzo<VYKNPhx8@&A!$$b!zCo`<)$UCYJFS)!QBa<EfUP
zvQ~D7=(M=CvYFM@#vhb7tGu*n0G&P1-|r7r+Ph9dMTse5LqqYOsWZPl=?n~<Rs2VE
zTAZ&7!wps+mk>R!E=MM2%j5AgUv#Z;?+NgGcxYMJqNK-B2V7i)f=pdjE~_}{E!td=
z*lBb@G?M$^vam%$NuVfnu{i3@dckyQx0%^iAyH2?mwTo8D^!e(jUT>w)6>(#bK+@H
zZFqaf7Y)-;OBvtY*Cz(=@o=zysI2ws=oeivu~T9WZ&mM1np}BkrNf^3&D=9OR$S?t
zT)tq|qt=ZcnlHV6aPWq*RTvr``1<<5_xqc7PhZh;YALIMwl=q!nOV^LYY#w$%;%-q
zUDID){=A)Glj16oPwS>$U*`MKFDpxHclF8}75}HLU@ZV`Dd6OETpP7DAvKk?y1M$r
z(<0Cu=jUf<53h~hzQlq@aH8V_5&fqc`Q7oauN|F#u63rVi)zp^l?m~6KUqP0VGp<S
zUtH|Y4;r?Ni;LT^dGq1D)!#wwnLq!2zyAT+wNmmT0JLeMptN-As&_6fRR=ZWRHl^I
z$S;tLeEn*{qY^!rNgBZnI|?2;ffnK1-Cf?^`mKhY0W_Hn-pseL<YmyB=<R$DA3jXA
zR1utb@5$SlIvKMp^>hN6ZvA~RS?%SyccF80%vK9|wnZLDJz&V<@@%n1@Sc{oSG%XV
zxrE=^vP!XW<&}_g75|^vG`P69UNU`_f7j}mYU-lZ^05mU)co0|>0Int6TR(<zig+^
zj1<O%ygWV7K|Ozee^&+<#`QPY`D7-5%BrV&?=Ngww5(!b&;`?lo0qB@BsP6I*f_=I
zDX7vp)WQjBu!D9YyY)&rs!jIXnys{mYiV|uxSp=|#61(go|>w!R&q`5{_z9-D`Gsw
z81nAy5S(qE@76D83tFNQ*s7fainE<-qB~zi9aPRw*;}M~d0FQdmrV>8Zrze9{qfvD
zP}0)xqte7hX{W+8rmU?$dGd|B`X%O*n;Jl)$AA8QzaOzJXXee4|3=*%CrmQ@U6*J3
z#;<!3$kV#^!NR-k>x6_4GfdEu0Z;6M7RVSH8iG#xkTS~wO+fWtumATmeI=i(i;86I
z-bt;zzKfZj*iJNx{O36*RDA}sW+zWm3gd$AZtl4Hzoje7++9N6mGpiO{_3@9_jZ;o
z{wa>y6)Sc%N=6F5oSVY<;MLXDOK*t^2JQ^{8uIV6|3UAwMUgj^L`?npCe*X`UkG?G
zw_GApSdzhy#n&axb@%e1-P<SaopdzdPGwQa*(qnYe(K<H`o~)1y&!sfo<-p!mx)j1
z>}on#xy2rUw!@u%*wJxn$%1)a-lxUwZ)!)j9C~*0qTNK@=uMhaPdH3n$@<}}`TZje
zjLZ+-yy>~Ow_4f2Kme3Rw{AW9_xJb0pPy1?Y^y{-8|2Q<v)!0+QEBBXUzZRa*RLU5
zjDNoGZ&<Bet;!u5vfuLgNkt>A)Ol=b+S=TpiNR&QvkShw2uw*y(J0rMywI_kjf0QR
zEh9tY&)>hQD>o=6N?A@!)XvhfY6#vV(p|RSa>D-mbJQpHaJ;`SbdGt&q=^$7m;29O
zly!C0&t*-9rhk|OCD&aEx%>I&OD`8*-mCGpyg`A&%BNCJb<9$q*dy}({?iF8kKVlD
zNl#B-S?=u;qVr~@j`G{I%bt^O<ol&GotnZjDLf@b<=^}N|Mc&F1D&ySxQUh9Ys>n>
z?fi?&-{1T2=~I)B+Tr#4|E>DCOMuBZ{anlP<?3(VyaDy4RMgb6rtB<#FUQ6!#j-Po
zPh4EQrL7IrNt8-GH{ZS=w4L$VHP8@f#Eyc*&R3o;ZK_&cHzTfYTwJtG@U3fSh~&O|
z_tNIfo-k`wOs%r1>Hlq$)jz9O)O>6;5;$}Ek`M=%(c{S;DSuSB8N$~@H2(Vf`uXj9
zko9MKTz*&m`C$m!hMI8g!=YC0k6*9HC;$BPw4=Mbxw)CSsk!;%o14a^GaZ}R9$s4N
z-O<-~tWVau;Kzr=9vRD^zg1~zYP-tbcFi))e)Q$#<%lgAf}rg|Q?<jVtyt%hA~EA(
zG*6}SlUb%y&wtL#zH3#VJ>O|z4(pRn6(e0IB{MU#NALIlKezqwt*zOIjvZTe<u|KB
z-Os1uUyECv6m4v5jx2KRzH(d6ra~bnC+A50|KIV7EdtZ^<HZ<`oSdwFHMQ*hJ>3+e
znL8>!FB5R;$lw1rEM#3wWJ+r4%F{lx%|L6i*54>S4cn!gX)h-@^<b~GlZ?fON6U@g
zT&~Hvr{m(&v#BRCXzm>Qe*%XNIemT-5%J{yvcDU)guHuvjMvzHVv1MAe=(;`Vh-~1
z@-o(CI`_XNAMZN|Zucr^YI0^~W`Yh4sG7ZbvoUC|{EZtC44~Os&{0hi5-apB?<`J_
zh=@?o)ANgc23q;Ob?a8}>@8@=)c=3ACtrEHJayh}`1*?Gw~%MSbFS@e3j4rd68-zk
zuKRONeDRpZVw7}*1GLxyG=OnqqcTIn|9^jHSe0to{rTX$lCOEo788bs-Me=mD=RNA
z|C*hdnORU=e7Rz8&{D4zK});bBtc_+zXSG$?JRm)bNt+?Q%+%F(|%Q^rKL&Q^9oLN
zODq;FUU~Ds=DA;cRynM<(5?`e=s8h`VUAHM7w8<UjmgKAtgWRP60)<qGcPX#oieoQ
z@QYAHCwZoB+7GdXCa*s;9as@KE3o+VG|}jMrBwx!SR0IH@_<ILdL)en<mLITt*w9j
z{CV)$F}GFD3=E*v-3;aL?ldl6zP#%9T<h`+Ya)$HXMXuo()%5B%Fp+AcZ2ueKYW<E
z{N0_48jGveX)V@OQev8{<{JcB)eAc6<EEW}ps07@^$(`Em!_TGWS3vCLDK!K%QMeS
zh7DSMeSM&<K2oMxDwQAD8TRel_u<2b1ONX1zIxlp*jP|pynO+5MJ;GG^X29Kt51U_
zM7dg-)<$m+n{HY2!=R|B=t}CM#fw23wdUU4&yWCHV7utkai051Q%Y;&`ra!WSx@q3
z(QS3_mji8p1#dmGsQ#w2Dr9AolxbGNqa&T5mDmrTKWC4Rk3TcRkU1_c?#1=>^57FI
zK-)+=1eHPC=$|}!l5l57Va4;g<ySa0LC27RmIz(A5CE###r5NkgvZyms(Md*@mN`S
zqS(5J(M-Gi1b!dsTw(Cb&-t3FnwlHKiSHbooPtgo%bR8zCbxmkWHU1}TNJ$9Pf1bH
zF<HL+{XJ1;c0SNKJWhJkyT9MBkGHA$5wQ5o&f@1swAb%Z0-ZMV_0`p*e|~=U4)I?$
zQFv;9=<2vLeo2XnM-H|AOxF%P>z8zmYxbj7^^O$|d+NCre?}d6){@OB<k_G7Lu~T5
z8T$`5H<rGxXzJ){{GQMJmPt+N^I@L*N>APjvw!OU8NI#l@^*p1jiB>M_a?Wk=c{Di
zx3}6f`nQ_zC0SMbx-~w}6qK}>m>rZZX~#<LGn#4i!uU4l+^xz<4_sZ=1Te(cEUfOD
zZdIzaZ=FlZ6bS~Qz}Dope8sNKP3=yMKJ$2VB9o2<8VOEiWp+?n6>xO!dJBycEstmJ
z5!|r7{A1XM6Q?f;%`kBMX>i+dqDzPv4@2jQJ1ZYaySuM@xZ1e-`*C^h{ti$-AXfcE
ziob~9RCPb*U^X9Rb*)+73d~~vKR$9qLwcjnK11*8GUm6qW_@luy;ab&?R)+<2BAPp
zt#butlh1$9&HSF1SbT5B6HX<iT2QNel9u0|#jhTk?0y#)dw2IOA3G&ACFg{N@3{mf
zzU=4<`c_c(X2qY%S5u7cojiR>$fD5c=G)nGa+<nBmn_q=zjJajD?e!0Zr<iCEKW`)
z^Jka1__(w+B{Q6ENapB>GdQh!XUpbFZ|et!rc)pP?$8o=fBy}W+9D&P+p2d;O5gj<
zkK4uA|K^?QA}-LzF|V_4rWI)C*v;N^Fg`BL_`$@E9!_QlC9Q3HZ09x1)O{Eh@_pSZ
z)qvgnHfCWv-PU`W)(cJC2<kN)U3B-cW#*(#{fA*8TUM`Kz}T-F9TqdUv!e^NT}0Hg
z+Rna}>Bl2(;iyAvH>C76Es9mB|DKnj@!_1cn#F^O9X`AuYXTBE<+xZ4DvdUzbWSY)
zDK_;?V8oWytE;c4u-OPr)O>7Wkb1zR$SC!e^Sy>YoN^~mp1R+=?V$JdJEp9@SJr6X
zGM)J|r{fIw`};YJDvSPWdN;K@ve(_ZySs9`=#?!iS8vTf#PalT#^P9|MdA_+LK9!A
zRb<p}n5sSXcK58^ZsA7lfiAmUT#g>rdtj6xY$UmPPw=g+nUnX6i=4R6F>Owc%SV65
zySp2nna%Xs8M`}s`s!kVnL79O-(>Pgnbu{zbnZp93X!XOSFc^L%vY^gU?OKScY@>x
zeGVhHT~f!kNcuLp2WEd{nssrlr%A5R%=Rm1LR9Ygw#0|pSDaq@_xs7;=FtqDXPoX?
zXc}%z(Vixm6B9CLYei}5I)(!)0^M$G@l4sXrP(s}VC=oz>h<rAo{&{uD8LnQLTAIK
z>s~F}60Yr?a)T*??GJZTk7Hn=P=bs0G*Q!n!0?pamBs(w#rC~d)-u0!F!st!joyU3
zg2@MeeEicdbx@X}R8n%v+V4#IhlIUns!mc@^S&l@;<q{T0i%cF9Xz3lg+Y#<>)6bf
z#s=Qqz3boWOQyBlyURPh)~?Yl|7?Bs_?N$z7YeZUTW)M%Rd8OI%Ala8!X_K{O5x=5
zM}KF>9&k}xzQRJ&T%3a^<d`elZH}-x?_zUZeeXNDNOf_&J9VpQxd4~X|5_^%4Vw+Y
z4vZofMN&04yUf)pJ@s#)XRmHU>Vf?VCj>J5AH>{Y;cxEl_PV@xb+&F?*?Xa>mOCbI
zdV0<&E%4Fb6AI0(XP9;>iBB`~Uh`tB(<Q@(J@uPeC!AOzn$DEI-~kK&Ud_z!d5)`#
z3v}a*3SCQgdI{dqY+=eizcy4p_|>%CKj%JA{`LOy)q{7ceeWIK_4&0)lQo0H*5oP2
zwmq;qxTEU5)~k?}%9UaU8(BB_{19h(>71!naILz@{a!=<`+JKv2W^o&d%$(kBW+(b
z9R|;+cU@fX7&4>Z1sMmMHd(%XzUq8jAfx>I`#cP%TjCW~WgI=(e8IGFbKK)4kItMu
z{w~(YFqQXRN$Mf7<)=eeJvetI`d!8UG=>PZKTLs@+HZf@IrJ9>d1~{D?602g!M|k2
zVLpxOg7BCi*7CL+Me3sW_DeEM<J|8MGOwifee@oSddpbe)T-b+UeAxdi@mh?)43Mb
zCEV}2Hp{PUwhlfDi`pe=S04ZFip~TjW$PQs-}OAtOfX994!ZNPq#<p(cJuB_5C6_)
zOqltB+a<`T>tpTGnR6n;mo_&`z6qQe5>gO8=VOVhW^O_Fg$gUS^3>xnV^1B@IQHFh
z;@;KY9XnG_XeG@Oj@7af7So6=aDUqTJ)f;1^^m^6RF}k!QyhEVYp*Kh*QoubH&Zov
z{xg?XJ`rr?ZE!`R;e|<>3!099pSrcwKeVt}dWy%>g8@c~+EzP^pZY`;AA?!R6*OyR
zfL2LOd}j3bPf6d_oiteH6S3e?v$c`!o_b>j9pSo0kLj1rwJ5y|uzdS2M)TRT<ZtT&
zjlTIr<np}p;DW1hT{Sa6Wua^%pB&GhAB#<jKO0tGUmy{*$tBR@ET^OpESR62e30g(
znfY4o`7>jSGc8X|)I&DHqHCu7+heAC&$I;1DoM(nGkg6Z1L0{Wg;FZu^6iUum7gwE
zn{vtLEK@<=zM?}u5ow1eWj=rgbxM`j<-OW3eKdl6&MvyU>-)Xx1G`GkTsgaVNu!K$
zVy6!`EDc=_y7lgE(D@dnt4B`X61{YFSGrsB&n5FNwanb$vaB5%&J#XPURAw4;$vu~
z&z_idFOU3Mdj1H<TZSHxnpT*a!j%`^-Tjnx*Z9)P$R%>t%lkEbXK;F_Sizhuxowl#
zj;SlEw<|?|=UHQYJs@nN#(9XED7YHFl~SO(<euHkE^Bw;hyS|dZKA7Y=e(Y$Sh{ms
zSfyX)A)g4P%Lkz`=23rY@xil~ge<<UE;{}yVf~6wQ=ToQ=S6nKZ2ca5u~U%eNr#U(
z)Tax&6hoV%OP3tt@APPqzofI*u-<M%Nt9NWrqIXjt@77+?{$~iPcxXL^ZeT0PZ?8<
z+w{WK+ynwEA3;Mj#BNE}-OnL=IDYI()DKHg(OKxAr&C~)qIzp9^N|x1CuoWYZ2I5o
zsQPx-)zEbf*Y;j%ne4HrMx>56uCaXYw5nW$iLmStQug%fuI-EKMRw%`vep<yoM4Fb
z3_qjspkZZ^!bYwK<@_J&*5usvo@>tAsmJxhc0<GWM^im&mv*{sNY7YX<eE5LTX3ck
zEHSBu&$_mE&%wLC72-E{mA~r!nen&ypKK;e-ppOwMMdwtmA%5IyjrgP5YvVL2JO{t
z4C}WTuL`p)+bJ}0=VPc3mw4_r^$&l2Z;s%~6}m!&qIEkoKetV<5Ik{r+lMx%g_0jw
zll8-%alUgq9hP)Jy5avl!5_Q39M)Dl^tKz_DG}0V+U|ZTZ1<jnckbOfaN=Ht;EuNe
z+cxyRQN41TZ9aQlP7_nJb#T^H<{MAFT%L7<Q%#az{DMg=<=0c{URWHFX0NOGSo4P|
z|BtCIm%Q~#CUZ%?6h24ypZu?$7aQ+yZ{?{x#b7tn=+3159PjqXMJ1FLFO=Ldm$@!y
zmU_W$J_ohn=@T^>PB17|f2`E`Cw@jV;KTL%SE8RvoDrP3(`fnca>p}v41b=@&fk!6
zQEAE2r3*7JFN@e!q6s>bdd>G)r^G$1XY8&u63uiMdU(;#Qq(I%#31>S=Z;XzrZ3fR
zFMRzv?Z)@h-OnG&Z`U!}@msB!@y{&(!!PdXGj0EVj`8&;mc0A9(;d~A-Nc3Nob6{@
zRvu^<F3j+Wt(=QNY?D*7^~w#QeH|x$%sBOTx6T<WhC5p_g+T{qK0Q5sap~)8KR%t-
z-<Wz@OhrZIz}d5FPkf*LT>QnChm$R8A8|0<+Twg*weDxz>8pCm3chD9{`{ikqpO1W
z{jb$E-@XgVyxtln+p^U%Tv~lrT(JH7O@DcL4*0jSl~26r;8MtBE)whZ_-l|>-gVvR
zryU(W{LBu<{0!0C^LnT0Mkn3el*+)+>cl87FAv&ie0jOQ{-?iBzp~CU%hM1GuN5pP
z^<C9lyHB5K-N|xih6QI*?RLmEU0%LW@J=Rs-h5Z)|Aq?=@CKCKpSI=owk?gb%Otm*
z5)_oQXKP54VMt3)2W^r9ZJXI&_xH+eXD6o*4-PWt+}@^pzZ!Iy-PEZ|>*mdz$tf={
z@44S$Isbf@)qmHjaPC;56`a>N``gAYLp^`_yDNE~b#(Y}GdnDpv`>41KIoj}qT=F*
z@7}H3c=zsI+3<BS7k|z>al+%wOylJ-uS<U&nfQlsy3gm8=Ni_?oPNU1)NTCCZ*`BV
zj=}!ZOlJ?Q&Aiwc?Ra<Pdy^`6WsTok9xwmdWD?6bzl`Cz?)Pgqmi^tcAlJpk<=B~=
zXomc|yINmeUH$mS$HyF8TtWHstxC1{WUX3u?ATHB-te@TLt-QAxxa>g4~9L7VwlGD
zVDIs*8_zwQ_3LNXf8XgragQI|U~+eH2}<H#Aj#ga^d-}^uzAT0_Um_r$tIL~uIkOW
zFV1+q{lD~mb=R4@N*e>q<EK=f|CqX_TBtqd$swU>5f^{gH%1@wjOn#+v-+1i_4JHP
zTXu;Zf`StZ6Bsg%F)A$ZVamL^N_3iDESJMfmY~IMyr5Gh)_W>6Y*PJj-o9^P<?3y(
z-rU`DeyPr6{T;~<++1ALdKeeXWN(;lmh0r<!2#Op7q&JEys!P)+1Z6pPfe{!W-fgw
z4!XMG$A^Ep$2=7nz{mg2um5-O%uM5n)26k7R=u5{XM2?EALs&zo~e=B8K#N;Zvt%<
zvfES7EOhpR8|Y}xV@;sV-GUQmCW3Z$V>!7Kzx1&+)0?!luPSNHoH?^<9jBn6py>2h
z`*P29FEnJ(X>RA2XJV+SsreEk4BEZ4vYlW4(9N5X_pe^yUdI~4#?{IMI?r?RWZ@K}
znM;131E1E(pLb_R;<nc!VJ!2WcOCp3V^}dyo9%q@QH}GTb&$^kmEk=ucED)Eh7Aqd
zx0mmfbJm;w*?tDs0fdGJmFpy)md-o7^{M|+o5OKv2Ys3Zn3<W)FwGXr$;tT=D?0fY
zsz#ghPrJcqX1Jua=|ayi#TgQ8FJ|ZOJLs*ymnAwndQ0A2sro-3+xM+bxuT@3d~s7M
z_*8|nXL&*A>Nq(yxy{77sp7@TW6Ki%{rNfJWXcSS!bMfm=Qo?=-P_ao{a!VH=<2Z6
zxpQTu%=3DJm;0@Z7k2_}2?uR<pF3C9s{CEgks~g)*KYiH^6XjCu^!0}U%!HsXI)>{
z>u>kdCHZZ{yyurdqZd`*-|_0}>z_z50v|WGUi|r<d%Mf|o7s3l=N5K%b2~XZe|&Lq
zG1niFWBrT^8gFjN6b9`Ej@+E~@XSnO&^}Yp?(BK<*1caPxz@Rz541N#-EWRVNeOrr
z$kyy|o4P*{v1&FpGN9de({!Uj$Nzygk^lYu{d)4+-rFZ9t8Yv?%4L#y$tBtPeDTe@
z`|IU%Z*OazI#smn{k`7P)Ab*JK5q}Y&*EyTm|jc=Xg3?^1mTz%85tQF(4j5q=jXlL
z`0QBf!6sJF!GIfbZW<jqemwbL6Dw$S`!v1SReFa%$5{2t+q+#}<_kKf?M2OAi|3^m
z7C3?y5-wW2cw_Q$J{h|j31#=bH7oiPq*x@UgsqJNoecB!^PM{}51&3&RZ>>|8lio8
z(!6<k3?0txe4L6c6(1fnZrHR*D0*8?;PlS^esKnuoSZfLR%LFHv#Zhg^XHFCNy!$_
zf&McL5}O2?o=0k3Ugj&je$OYb#`W4FTn`^UR20*VT5|8(gM-Y8$;rz9e&7Ee<|69r
z1j?lw5)Yef`}+QVJdc!#2gkwBI-(4ZrpMO>+UuXI+*|W=6N7@^Je!qzo2$R)DNa5K
zS~;%0=H0PA-3B%lYisG{{`1|QpPPI2wvLVtX!!WZv16|`rY%!dR%T`hSn4Ip06K7S
z;^fJT3-7(YzP?||H0#5j=}r+55>?;ctSq!+oR_}x&$rw896UTnX6NtYG&eUl$-gIa
zzyAN;UtgCjQ337rn3JBKp1vjT?yToKS>oz`roOqqU%vkDS8;|1cXk$ARDIFdRsNo@
z;rY%zBG306J9g~Q(W9)5jg7C2=31AxwYIW8dh|$Z&$(l(ChgO9(Es!M{eI99T(A+!
zn4Lwg{#%W7xmuZo)%{#<Z_B;7B2byZAu390&DymOA3a(WcnxyeY1N9QA8#S=|L=Vs
zDOLafuQ_NNj?XL;&i_Bp*Mm2Gd^pIyVcRx0508#tF|U5rw>;nZ19Z&gnKM41?K9J+
zO*?V+?9n}ypA9lDC@?&z)KfodxgKqtl<RygrvZb?W+5@Lwr+9#M=vfe{<W^_<j%s!
zY-&C;8eY7}fE*T}=DjdL!N5RZe(g6&2GH3nJ1RaZP1BF>n=nDZ_WHS!oO^pDUteE;
zyp31-!iGfWIgrB}TBc7IKW{vfrHoN}Le|w)2QOVRiVu4-*Sh?{!-or(N6qXje0(hN
zc%N)XXJ_N~?c1w%x3{xz+PwMWgM-YypKRW%7XSK^xn%ir(7}G7^}nE_2%Ovb9==|`
z-wkw_?z?yAKI<_0`}><@TyRL9y??)bP*4zqL#^J={~kAeW*V_xUhaR~`u(2fW4+SJ
zA08a!;OBQwNl{^#_xw}PoX@WwKAfm;`03~8=R3;Z%YnneMB&=CYoK%Nz~iMNT&$p*
zKNc)du)TI>2dAPz-W?0@dZU5|3^ld2rqK09Q;${pL)IFdujT|@J_9-+?B?e5tNjNK
zIDnG+Ur-saHTSmJeG@lOa>}~4hLZtQezmu^AFDif=8Q{BjLi9BPSDbLF|k?OJ-ofW
zHAJ`=Y|cMjYVq7uLxY1~&IXjaucq?JSb!F5Tw5C*UNN_K+P=*J9+!{xO1Jj*_C{<@
z>)lcFa}(%bfr7$9!OYCeU+ZRFlrm21DJUxwW9OF>0i6|RKhLIek)CnYmkiJbo5BYN
z7(v@(1w}+unwpxvL}Xu{V9p)EF)v;7&&T8Pi-MMVCEeRosbpvvxF&vo+>P6}yGvhR
zTY37-eEawvJ9c#B-rm;v`T6<oeYL;2;^X5#et8*ed+pASmX?-|S65ee%UYLpELo!R
z@$-56ZqU-BmBGtbo&I1m{oLVp{-g8j|7rgF^Vy%#q2}XJ@ki(F|BGB-A204C@_tX*
z>ubIy`S)Uu96j2(*u9_2-rnA@;DJMJt;*sf3>O%5V|Rss&g+hdj_w8(YQpM%FLrym
z@iv@0{_5)LtEr&<BcL-+w8GcvfDR0Oy?(zQ=(MK&Ub8vgGE8_LDRp~$KKSfY&^U43
z-(N{jPfe9tuPwr5n0$=q;k$Qwpb_Eaesf)%oSNokWzR7(Ha^<IDeTfKWePquJ#_Un
z&>Cu&u&`;nc+MBUJaXj7i$C_3Dk?4<fqOnzeSa4Va_++yFEpMM?F3!QarAII|JM(h
zJ=1+UY%b3d78Demc=E9XXtOUl*HfK%aTaorRj@tuq^IR|_ZB*{`^>Qj{Pg$~q~@FS
zUYudl<jIPYPlC1xGl2F`DNa85Y3))Umk=o)hRzcS8SHsSO)Ed8^lo+by$Cv4?e_Nk
z!#8j4Jh6#KtaF9N)Gx7&N{coXm6WtBUc7kU>cDlNg6iSJh3~TjCU$}j(s_Ahp)-5U
zhlA{(X_-|aE1CHD`OnO=-F>Iey!u<tn%Lc9x3}ds`=~Yhs2x7o%+APgd6}>C-Cd=L
z`T6~zL#U7SNP>=>smQ;l_h3;<YAWa;q!n>{tw6UN?JCXwx{+(rj2Ru_@wKAcwrvA#
z(Oa~5@#m?avI#UtzhlP^(A_sLZg1D0G<ovX_3}0q0&AnTHZ?ah$Hc^dE*gm0U$-}+
z^jhB4-F1Jhs=mMLJvCMP@WF$OywYYz*2V6gFlSB==-_S!(Ak0~QjB<Htwb0W1ZW6I
zN^-`>$KSYl6Vxxev8#0TFA2~ogbN&-AG~_S1)0xD1Wg#Mk{6T|2MvQaf=;pVoUEp(
zr^mN(<3`YG<XhWvyY*ssz0lcT_qVD?%5>F*+IRQ%O256e_4M}IPft#E^!K}`r7g31
zu_9<G7sG**CpojPt!bP-U0g3_M}wfU8%QL0xu5RU=Thc*GN984d!@}mXRPo4^ND*`
z>1)si{sZUF>&I8NIyL_L`}^?SyRx9mEKZy_VZO{jU7h{l!Gj!JT!$tqyMvChsQLAB
z`HO37rO(Z`=jZ0;23_u??ACJtG`E<Np8mMs{$GQSn)cOn4sLGevNAJ1c{?6<cJ`Qk
zHIjXOeV~Q){`P-c7@64=6crhZcFL5Ml`%A&IN<?WA8~rRe*66S@_h1kJ)nl%x^?R^
z?(ee&-EM(-R@k&vbuKA4KvNivvrICZA~&ZoGW_}T2h_lMbASK-0}LDd=i6o6-Br5q
z_nNr9yUxAs>+9RFd9!m^SlGUG=lbpcMg08@I(q8lWcB37$9k7?F$4z%ZK(R1wPeYX
z1E)`OHyHi6vpJm~bbrWsyWcwZtLy&%Ee9QqTK)Z9=>F%M&)YeJ&fZEj%e}?Y>eLvz
zI&5Y0uB)rVL5DGc)?g<jC>R+TU05Bi589u^@ZkOX_(#8<|CM28;{k1hW@Ol!bv0=J
zGOjsy@7#It=n<2{%~wBfrq6%){eHbW=u~A}&{^!D6Oi`RRxd$1rOf8KOUf*mw-<f9
zbNRCH%a<=%r<E5KHBFv8`N`KCTQY?~>yTr1m+|(?*&h1*{Ji4y)81RxbBpUKn4622
zzP@(##=NOhTUUjyepTaNQ)5$8Qv=%PRVuKw=-nO5n7vh|_n+5)dn36nc6Zyl*xgAl
zE-VDC4w$YN3u-Ry`Fbt-!<R2QSD*iQ(9Ca;c1GgO?d|+?t;>%!FfxCNUB3r(n47x)
zyeHiEHgDd1aZhD2!vV}wi9dWgtv?+cg%)fRI=E6&Q<r{>QJd_zFhC@t?(eU!uUdMV
z<lOsYGy`Rml9NGqFMN4%k=eTJ&4Ky#|2q5aesSEqd2{J6pME*prlm_&{pQ>CZcabH
zN*;6q_p8<Gy|(&atz%|lGWk~d?M>vLuh-*2`yUuJqFIuYlRthst)F~(nJ?%73%@xQ
zfvX<#%G=3+8b)mVay_76GB6PEp0206rH)}k@pHf4U$OgYB5nCLRDXZBqwcTOp~Hs@
zUtiM&)zFjG{q;iscAVI-k#$0cO7Jwj1c#X~XU(3ydgI$4A0MxX+^lBz>xJ^yZI9Ia
zUR>H!S^VVLGbLNw*yj;0v48&lEqr{8_s+iB=(|bFWp`}NxX3iyEVpU)?C6DSC!d{d
z?*94NSwTU;#sv!$a&By3%)PZm^J@CXj~@@dxVYG`>Pv=;iwkH=-|-(GAA?SsWRQBk
z33M6U#*L0%UR<}f=f^*=i-jEXHerImmh9_%!OMIOK04a%9cr&+6vM;N>0y-mmZ|RL
z(&-z@-^Zz_s4U33x(al4-Te9TK|w(q3Lm>|$+;<HUH<Nf{{BBfuaZF<Dw^4N4}o^*
z{d_)uapmV{pcAe@r!1LdUShGW{&wd3ymND{7w6sG#lgvWaFJ{Ggqbr}3Qk};u)why
zG(z>|?QQYm=jU3tZ#Q2TzrSyO{Xfaz<$kVyetco;Vmj?=e}QryCnu+ekI#__iq2kN
zE!F(ybiBK}8)PKthO?xkq$|l>+1J)^&h%-MwJuxW-Y>Ud^XBHslZDm%=k<K}P@o~g
zwdd0*?Gq<X9N3tATw(fY&^dQAjnhGgzw=6)xrBv@mA$zUxU8_tC1nR_i5y$<kq$x7
z<$6ra%nx6^>H_VX@}F<V!OwquN8#fOYa)$7r+gZxozb{l2r3Ogm&_gJw|CiF_4UH~
zc>6gvl|rUjS1v@}J9LN%RHB0RXNIkfO8oKR;SBTqd2W)`)zzT>6KE6q|9^iUzJK3;
z;X(lDl)<8%GT**^1D)dmIx1jS>1)tohM-%djIwtr?A*DNgPXf~|9*Q=5xuMQHRx6n
z)&)7KbB)vamif=;gPga?$ME5#`uv1rJ(3+gJt6z^pP!ri;p<n{1v!nq9UTsn)qFp^
zTD|_zrAtE6=6O2clnOcYPC-dYX;If<F>+fDL|lt`=0CHFinjBV!|65*3=9mOu6{1-
HoD!M<L~)x@

literal 28343
zcmeAS@N?(olHy`uVBq!ia0y~yU}|7sV0^&A#=yW}dhyN^1_lPp64!{5;QX|b^2DN4
z2H(Vzf}H%4oXjMJvecsD%=|oKJqtZ!9fgdNl7eC@ef?ax0=@jAbp7McB7zwh7&r?&
zB8wRq_!B{xafSWzOa_KL6;Bt(kcv5P?^ecyT>Z`d;rs?(>m3_8g|xJ?@*X(V`34J5
zjoBA9Yv+PTQnQls{+wFNJKgNGk8hCn*|kTD)LFw-rt65Sm<j|;yu=c|&2qo}Gi&9|
z8{%h3KKop^_gQQ4^K*OC-vxYsX!+dIU9CkxK}ktTX>(%Y3pN2kLBYVUNemt?E-oo)
z5)49uf`T(8*&1A2TwK!H7!?Es1t-o-90AgjGxP55S{S`OuPx7Q<F3-zZPRq4rFKbL
zJ$n3Daq>w4dHMVo%Vvnq^l5A57MI#3=@R0{!_cXsHu>bKF9{2rTwL0cQeUtMTs4WW
z|GV|r=k@!3ac$hV(dsrc6VsP{_5c6<4ZUWjw9>Zf3rASko~Z&erT&F`t85fhcFVA_
zFMPz3l$>0;ExY>12gNsU-zFv}2Twg~yyAGj{NZEA*u=!%)EKz2va$wfh&=rzyJhRv
zwTHw614AGFZ|&r9FztKy<>lpyZ#UBu^Yi=v|K9&Uc>gk6whx#6?OnUYbQALP`=hpI
zDQakN%r?u_`f8JznYp9nWzfpsE03Mey}L{F{l4FNd-m>4%+BtXv#ok?YN~eC{o-F=
zGHpJeG2XCwbMyT9@?mSEmVTcx+dTi+?EHP5zrMaceD9u|rKKf9!;vE{U*6r7*3;A5
zuzkDx^>wj@Z*FW1y3NHPDJdyoQJ^3rBlF<dv$hi_Jf1vz_Ui6-qvw@>ei(}B#dN6o
z&N^`In%KN~^CV0%1lGmvU3KsI!DjY~zhAFEeEgVsXH4HR-`S7;e!t%?;Pg1cXeLka
zGM|Ina&KSQQ(1iD=1oNl3yJ6F<}x#^iQ6mHD{bDkcC9Wb(ym+y>HRMLcdq8kUC*CB
zP5k%gCkGEtOLsT7jEu~MrQYI4jvmc?Gkw-9u9-e<-|yGU%h&%glrqg?*%{N<Ev`T9
zr^KrBp(Q*I_Evv4sQp!9^Yu#bgwsz8ii;0_K5yS|oPI82PyX#~xgay=&Xs+2ZEd%p
zvfG1SUtdf8?vb;V>g(&<QTNx1jZcQd-QE4l>TrJJ^m8tWi3^YIn{A%&mXM$@XU?1l
zZ{GAQpI;|+db<Ag&ufJQ5AY~VJa}hct#s|LF9%QS@9z;*b~|wQZtVNI_?nNban)~4
z_xyO&J;N+lO3uEn$Nt|B=FZN}il<Y<y=;!J2wYt7;)3Gbge4Z;;`(i^t*mM1=5)S!
zlcN*6OXP4nzk5>BqGNUc|NYkg_3dr9qH|lqjSY!6c9m+Y`Oo8#mX_|3wGK<Zzx{rl
zw3(UN49jA*qT=Gj<mBdNcK${F^X)izc#br&awjAvHkQ7=wy^s9JBy+x99AVS0&=9~
zZL3=3Y^xM>b$QqC{U)_%&z=uoug5=raIo3xci1zV*4EaFhpplT4-PQy`Sa;C$ocQ?
z?ry(vBVvwyy<D%9X_Elc-{0TeV`5|u9X@<<nXmMl+uQj!r=30Y_4W0S7v1GEWj>#n
zsQlyQ^7#USf{Y9ueSOEc_4hQ~+?<~L^wiXfuUErAzTf{p>E)%R64qsF&ZTReE<Jzp
z<iT58vkh}@81%^7%YA=$*V)I1$H~d*!|V0?7x~UMlR6%=Jx>-CjGV%14tmoUm%Y99
z)Xpt%vYPLqZ*OlKrk)Zp$-gJFJ^%i(i;LYSPMOkD_VyMd!?pGC{f5cM7S#U!26D#Q
z=<OS7eiq4Cm+|cX`%O9~Hr8}s`-BMsC2wvBzTf}fuI}ek@tO|@*)y)J5CnxYLq~7#
z(G7`*FD!QF*NNQ3!Z2aVl$PY<eTlcWWFFl%^~4%ZrBy+Kf`U%J?YFLr-Oa_2bahpz
z)$j7Rw?a$a-U|I&bD)87k!!b@sMYpYHcLCZyM-BC92^=>oIM+wAHT0=CxgPdxz@{z
z&+yy*aM-JBZXUiR^RnBHojW`C?6K)hHp{sYU{muWVDEaTg#!Qn{Zmp=anTUr`ueS%
zU!Kd}-u~mC&*!J#xYlp~FM>fJdV5}Ie)We3jTv`#Y-CV)^yra_<@xFHb(#zv{PuqW
zo||6%Soi0nJEOy%&*!YA*6;uEsM|?xa;J9qx)s|Q1&VgYELpN-#rCyvd!rZx<mBX(
z)YaYh+G=TeF<iK@ea-c~3l=y$wia>fsQ>>re8=wH-5ZmSuiCzJ$r28RLpN_mrlh83
zzKOq<yu$8!6D#+X^RY28E-o%D=S+i7o<1#{mzTFF_4Kqy7Z<y~dTU+&PK4pepP!$v
z-ad5b5DUY{Yti|cGK+I>Z&NZb2>4rbYfC1`L=h1Yk?J_5OGoq)l$a-;ekx&{=Cktm
z&Rx5dl$Dv){paa?w|w;Y@##5#nHvm~k7e}ye|2doH^YPV`~O|KasJdPE@5@Q5c};L
zHy%9FDLirN)Yi+({j=Xli;1yWTU&qqygB{+qfbvygR)}5?{B$(KA*S$@qB*$hX)6l
zzr47}+|DoG=Cn{_Tkr1j_if9UtH;%Rbp2{pU0v-n!@x0l|EYP;cfa4~e0Nu=Vd<-o
zxz|&SX719RHf>tP+pX74;_Cl?y{_1DV4iKY$+qt=E;9Suex35G@_3&tBSSMgf7|5A
zlh1wYiYfQ@_WoMFB0!_y`8in;5fKFq4Ugs0VWsb?zP`%L(SC2(Ra9E)nv|rJcW1}K
z?_YzL`zdN`bFbg`Yt^wI2QOR*Fv-5gv%Bo=rONY5JSUsXD}Q;(_3^D8yLLS~*v#J1
z+pD`V*X0Wfvx5@z%J}_tGudvRpJ~kA*Vp&r!b0XhfB%A74$lm8o?czx$lUvUYt~h!
z1#hZ!PMto@&Bw<lb$gacCKH2I^7TJ|{+P^*-&Z5qU}Uf+eEqy*$!~9MJ#qG|Ygt*@
z#@sz+Z>6Nn^VaYk3Yle=tM#&SUEJQTWxlhgMLeu}d&{(<vNDq;|G;Ff_u1FiW#(Mp
zw@*(`kAXp6UViUw?W()xIX4=@)<zw?c1^7G)fLCRRbMw`U)S3^Km7Oal_w0lqIQ*N
zo||vaFE1}&^5Oy`x47OFj%y*;U4H*&YDhaf>t&2_baeDwhOJ?1qol4syBZ$vI$6#4
z!g7E4it6g*H#auk*j=9A`BufKT!z^rMZtA*k}4+$heJ`3QQ5mYoqMalKid6%-{DhJ
zwGHe4)#yZR@wj9b85Q;FZrnVbMP_f$uROI&H+tKe8yi#l`uare;!Ec*x9QrwFDUMN
z{=T1Vi{1N=9cW}W%)X|xW9QC;mo5oiym(RSsJ7OxI{wquJ&W3SB%AbNcRgsAuRHMX
z@9&K{H;q7r$Nl>Mw!gl-41RY$_|8_%Q)kcerk|g8bYJc74e96Q-rU^G{`%V5!z%(8
zZ%91cRy2R|2^j+h6(dGIK0XPn5{))K*{(f%Y<Q$hI6&3@qD6~%jChatN}GeyY;Vq$
z`St%e8Kh$8{4&Y9!odKlsOH&LPy2mm-@bho_5W;I1f(JlJb9AhdH(W>KxGv*H6?p{
z`D@p%9o_bHdVJl%z181MHZ`m|l^q{{zi9q;mDHW@Zg0<bKitOq@$dKh*)j83xy7dZ
zw3%uP&JDF+L-+i8wfe-VQ%<|f-hOzu`#q?}d6hkB&YYficXwy+(YLhRdFc9?W5?M3
z{`%^?zwYmX0F4i?R<BR``s(To^L#le^Sqda$wF6C-Y}^d6>ZPIf2|@fIl1}S+1bt<
zjeq|95xO6JEi>WN>IDlJR)?<-vp;|O^x;=mR|l?-vt?mpoA%@0fddX8e}anaclY<N
z|NQHI{r}iUzkh#w+bwOLm+<@B+gG{#@^(jNnP#ilo_}z#`Qv%}{|QICM6K4ZG%BwB
z{mnHoap5^T`PwgnDMpd4Mscc|r%S_A&vd2n3kwTRoG>Ba+2@ci60NPRR<TF&^71}>
z`V{1USy)7b#oXL{P1IJe<X7`-tG_8|YH}`IxG*(udDpjkWic_ajH|0e8APmY1t#uH
zW}9&0#Mf6>x#i^KUfkJfeCO_6P^~1Y9j0Jn5|aLA=C)6M%)w!Cad8owQaFQxgD)=e
z6wbN1i4~M6W|?Mpot?HaA|fK;?X9gZE-&Yg+LF--s>tg8{sOgA9zA*lisSk9|90N^
z-Y;)2ryaKD0H{gv>q}-uRn?={>-V?q-Me?mb4k-Ik$t~jX`h*4$h`mGFYR3=FPqr;
z<sN`yef9c%U5w0Z3*z_JRlM8z{KGNnd<9ce(Y4XrkAaeH@^L<&`F62$Tc>zMuKNwD
z!Qb!yFZciN`+7kssjewgMAk%Y<vKgt{JJ#9>)?yYcXpTa-@A9O;^R^Ai@Qp*Ev&2_
zfh;*WS^eWdc6kPdHEY*yOgSmkBWcVQySofjt6sT$0MtzD=;_h<UMgvxC-d&k&gOS_
zcOSleTl)IC*u%@`*L9iY-V)jUh;QOe<B*?*6L)IlNzHh)tnA`EwzRLWu0Fb%K3}x-
z)fK^_oiQd^S3J(lGWAYLPoG}(?vo$$=G@z6y>C~obh@@SdimvV!OQ(RA3R7%%+A)X
zsjWTQC8~X@#AoXLy5GJ$QYIdMcY*{bC^{c$WM=oueZMvPy37B6e_QwN-Mb=s`??us
zxwCHUE?<Al#2{$S^M{AqAN88w6R4}JJ9O(-R7FKahj@HVV9egC(7osPR)2R%Nm=sY
z(<h;8*RCD9e?ML)dYe!3D@nyEmzQSv_b=MD@ANd?%Qx1&zcuyiE^QI6kN2wIbH>NV
zD^5S{dV5>$(Q|XHT_Yl9eE9lR_v@XfmTj+!S1xNjdG@U6=CrdyYooV|`T6-BI(X1=
zOWxh6H8DGbp36jU%Mr}Iy-l=eXUvs#vC%y8b}=a_DH(5s#l+NPWMoS2?M^tz)O-K+
z+uPf_<Mvi@nwy&^CMPRPnPe!a`OVSDySHcM=QyRHNt}v>Sq&W>D%aOWn}e!Ei~4_i
z7S48ZF=aT8y>t0c!U5D9H9pLPy|cNFC5V%&mB~EsPQ&EMlaE!+1oc$+v<U1de=oOZ
z&z^+D#Cban*czr5JU+(z<Hrw)U6L*?E+LFBU%veC?VDMNF;5d?g6fKEiN5~+?VC4m
zZj5$zadAnVIC(O&y!`y2>%r?!N-%^qt-5{v=FOR){_ez1!{-m9pWXcE3$o}KdY3qv
zVf73FCRSEf4ILemlHd~!I=Z@vsi~>g9{YB5oTxBhSmRV#S-GR~vznY;O~#9569hMG
z-`>7_xq41c4$oZ?B_*R`9){H&P758pyts69bss)`$|@}_omPKliU3n(W#y0G@Aprf
zG>NIczJBxEiYXl(J<S(c8@R>wjx2KRHrZyHdrM@xUMv%XP2C@f_51%>ndRT>xpOC`
zrKKg|>8Ys&<>le;=TDo~c5<@1vYsAaUtb>wH@9<1iOHHZ^J?z=_)!7M!{T}|4gLN6
z_i8@-_Q=^rZ8|@3`gHbICq{XB`5U)ydzZx+`IeQHZP>Q$*w*ap6Q)mRkB*LZHt+1{
zI5Q(~nIfnZnQflGO5VL+E_A<`q-5v(`hSwQx8)vQ=-dv91#n)dN=#IAa(13LeR})j
z<Ne8p+jt}P*V#ThKY#r_byZc?g$oygii?78Zz6r>+sQsY)_Ztg?QfO;I%mF2;Hnqz
z=r|D}5z8jPux8Dg2M-@E+-z%YEp2FMcw<YZ@UHUrd<+rW^JJNrm<k>p;VgM|h4c6K
z_s5TRi+?<=zyHA9yRx~rwj8{jzrWYA_*ufkL#-P&ZalauboGPh&)fO!elRcy2naMR
zcJF_*xZlpn!^2~1U09Wpsj2Awn$Nt;{O9wzySqD^w|8``IA(Ne%8{q1r$2o9w6%>_
zI_bxUhaTSE%nWnvYNdYu{Q2VM=H*rQ)6ULX=-ABW;o-r+prWGk;N|l9*Io$madJBP
z`SIz+>{xJb`3u94-z)k8=iIpy^W@2s44X4|54Cb%T;@C5OJ3dFTwH(e7ok_z)~*)(
z(<^5y#mvsP=F3O#NsvzJ=JfMnFDpAbI(k|!vNp(CmmT@__4UT`_i;7<em?i`^mLrA
z7hCZDo^486+M#2|*w(FEC-uItyxcu4O^rdp*f?1ENATWtRcn{j78MnJcyV!Y(rqzW
zSzd8*@vn!EA78#n{`!g&DVv1kK~1B|^Jiun7d|-9=r!Nk$Vg~!)z?EyJSS__u9@_L
zTcft7rr`54-z_;eH+h}+b#Y0ZK9TXrQO){EUwYPY@9>{*_o{w-)>ST9>#~;h>-D$g
z-Q}{jwr1YO)6vy+s7KQH%K6Z4&+8)Q`S(KpSD&7yJHx)-Zqnq*S8sQvJ!=ur(9vmG
zym+z7-L2Z;>(+cR)H-$PQqcPe%t}f|Ju@T{4zV~aWYE!RFwJiGP~g0MRhr>0o&{#%
z;o&BkmsrBr#Wc3Jvw!;Zso?v&*xuT_yStX|YpkxQcyMiPwAK36aoU;k>FLjfntgW0
z@TI4x_qvy^Shv5)#>VCfzqq*gi4>!+pS`E+9XxrGv-;Z`$AkohCq<Tha<)-f;ve?^
z|JVKSaQou8y;Y#0kp27ZLDfK=t*x!Ba~n_N>ebp=*VpwjGP5a|nr^-ESW|?{#ohhz
z`Sbi`Wn~$6cbRU>zrSwd`BrZ64~Mw*58S*d>F4M7;?h!XP#d?ETRiD-8}E&c$?aCF
zCFSMUZ|DATVWBgqZT+Ok(#F=-u>4(&h=|CF`1jY=N`r<0&djrw-kN>At-Zbd9*?G=
z;8cINW0N272mG63F>$8DO37M=ivRy=WA;{w&YL$6G(@p=>sGhv$wfs*mo8lrkdfhG
z;NasswzK&8gsD@P-cvU-6FYbAT*kdUJFDd1=AFKABjT%JkEajMgV)?8@7Mj26i&YJ
z?aW+j@osT_x1b=QsI6I{ul{|0cJ}bmZt;!j=jBvXRUdvnZ|{D0S1BXI&!0azI5`_9
zPZsWzv202{-gofgMZvw*-`(Qk=G}Yj>hAt{_4<8>R)wxEczB4_#mz10NQa<B$qNAn
z(BKJZ@Jey|>B0{W96>oN`FNkJqa!0|Bty};Z9)0_d#|`Yr_ZZ&doFW*eZ2eqeYF?&
z)mH!c_xt^iKcCMF3JW)v->Y;_-p?y-cHrPa#?H>ph+QR`_o`m&9yxYw+V@F9f`Nk5
z_3b(Tg>Z2<YKQY&o+srkG4pzSee99r$GfLY5h;9g!|>wfbpOEZd9f3xPE~CYNV>Gd
zbCF{++oJ~un;%_S8LVVs5y8UFzWRQAK!8Hjwj9l>udh_k&9l}1_U^9stE;Qk7cE+J
z<@cYj*W(Y}yB7y)L8z#zcAmHU?Gq6d)wQ?!`?S?-Z{EDg)Ntb5xoeegFD`a}^yp|e
zs4pwJN62Z(a_+=LMV1dw5;IrciMx7jZM1q!Ow5(@j~_i^VfgsC-#+Wj_Jo5>7k8Du
zPU^qBKHlCi?Tp0U^|gP$USE`Xd70C~fEC-HK6?hraU1jR+bOmPBqk;%9cW;5;!u>c
zuhV(+_U+M+kB^)73Cqdpwed=;wFoF_X?gwl`4comu=lx6mCe*CQ$!dY{(QTg@5G__
z@BROO{>x+M*M6H>P*Nh&+S=;Gp}4E;t=7NK^Z#eaEU*3jE$Q4G%cF7Jnsw?O9a+0x
z?f5>m<iDA?n>m|-vNH4GHr~T;Z*K>+wEsM}|9`MkSUq5UoGrrvcllZtZf<TKIh%-N
zr3_JTZ|^sEb_!2c_jfBOFp!av5fBq=+kUUgdvE{z`SN9NZ?&E{;h_`1Pv+jedl9?K
z)?V~w489cac<)|YW^h12z|L>;Z7Pk}_~m+x)6XpkUmqu7QLw=3^|#;e_dh;0RlA_5
z=u*Y`$H)5%zrG5cn;g5dh!xbD|9swl{YG1Teg53r+gKUq*j9_h?kZ{Ay0vuYt;mp|
zAfcw_X49~|mv?p=zq`M`zo&=CB;x`DLy6IXdGqE;%}iHP(z4Ibe>!7-r|{J8Hs0O|
zU$YM1{hp<@n47^o|6a_a*W0#j`|)P;`46C0<?jCV>-Edt--~@z2pXKcU-x^hQ|=nQ
zfB#M$T<_ZK;O)JjF!}J-lLrqjjQRcj<z;qId-dJj-Gb86ps`p5B_$?k=cNC@0f(GB
zI|85Au4>r7;`jIW%nYF5`Sta6_8ztArx_PSakp-1_L=F!)>?MN&&B1bm>geAi-xdV
zue9-x)m(1k43~sWpRQj}_4Spajt);^Vj`#*N;^BN6*LI?_SV+J({!UBJbM<ltZ5dg
z1En`zSyz`gc6Zs;-Tte?)^12V%=YB@^VesYZr!-CV8ezDM?SN#usqoPeqXbI(_B`Y
zvNsZ-fz8}3@%bGmTvAdrs`vf*JN3Ke)#g=g7sVTA?EX-oU>X|9I%if^RqBV&&(9z4
zleI2*dP+2AM**XC`8yW}2L^_OA0HmBh~BQp#v{?7?B1uKs>=HD<44eN$b^N<@0>n)
zk`pwTnv$YomUE+Fb@=*6XJ#7z_;T5QW8z^ph67VHgC|U$+&n$LPI9^5+(S=KPyhJ!
zdi?6;n=4<fT>jy>e7%CDrR4uVpZPz1{#<(Q^Q+bCm27QggO~dqUFto3L-KJxornz#
z#%X6B6y>?NgdVuTC3lwbeVW>V+tM$toi+I{v}xl;$B+<_sI6J8>GNyFrcImnDzC1(
zx?0ArMuJz$<iG;QW>Bl*!-oQ!x<5N^^gIAHKPo>zQ?#;@Vq|1|ad)?Q+1p#J_V)G+
z4s)$a3qCw>ytBVvK6ZDRYeIs;z8{acOU(-Y{P>u0Yl~)6Qxhn^$XJ*8JeT?U`ug#A
zcXxjT4PlnPzBa=oQ|Qp)!yli`&JVj7s-$ETKj+&~gA^x@#20QeR?V3svt!2&1#9bQ
z^#ssJdr(l&gXhmd%{S()6M8u7)jK*$jvm!CuK%^I{B@Y=bDfv}a`k2~swgQbH3y2?
zh^4-0axXr>FrlNPgU2oOLq_Jxn!Hu4{ma@y4}coO0du}B{bk6YqNKDaYpLy1?gN?e
ztE6`~bar&CxK(gU{4qr5D%RyShH^X%AmOMfTaMX=>VxN#LUb*jc7IF&&m~=L3f?Ed
z&(;v4$t|wuGTSV-tJc=ePR?j1Px<?MYqyzAb>E(M7c>O#Y~I|l!tL~lfOT&sPE7oj
zedoFe4}+(#+T^J}B6bukJXZ~>CYagzM5@oE&#PoJ&%f8w-R&*9ZBNNj)<vMfl6!T(
za}S$zb)4XNvHF+kQ`2|ZT<4fQvM^gBGP1H)|BE>-*swvMudh$)_STy>ZX7s#cyX3g
zjN8wjKacJU+g<iHD~D5XVx{J~SLP}$2j?#|WX|B~dUkI0g!cCKUk@KWVw&l*tgi0m
zB~=Sc%f$2ZY(cefjNb8!i``G(W!+Qvw`#|(T}k)%)pBrfG%Q}MT=o6kTEUuQ$B!>|
zZs#i~C}>!{THC7pT~GG)bt~iVZ%k&twKW?Qc_ukG1iHm^og5t-f0fSkX*+NKU*_-c
z@9oXa%*XoW`=8IN=3@w09j1FC#RxPF(U1pex&$tETNt)B3N$q{->$ac=cm-KuTwMa
z1qC%XzPesv$Y4_DW|sWy&d%bE6(5sSR8<#-t_~BmI(E37|Kq>k?;pQjzyH|7!|fBN
zO>3KJoX*6+#l>Y%@W7$u?Jd#zKOfnJgoF$d53!s`F=99{QQ6%f>xzcYY%^YQ{kS8q
zuCCr#_qS@#?{~YUo=5B`Q2h7%{{KgJb{0o$$q?N4`<*odXb>&$-k#2<r>DQpz5U|i
z;=)%~H2-|L?C;^>(ICK7`}^C~6H3#r)F~-dHHGd!)*XA`*cp!E=lOfTip{J4_tQ&O
z+1_4$b=X>`#csU}48hBM4o2tiWo0;V@}y%~nOR)LL)Nda85tR0eb<ZH!cqMEoNGjc
z1jB;F!)+D6-)=Xo{+6Q?vB6>QeeLyonhcYVt(d=j$r1*JJ9q9pc=c-4_SotA@yGn_
z|AGeTAI?ml$H<U#XNRDjo!yU*$K^j>^46bv3*<1T(682oi;O-WUlsrOAj5?jQ>R#)
zU#Pcrbab3*2O2lAs$gR9_xDdpO=S$|J1K2jWdfRt`1ASv;`H<LB#crxY;0{A8TSAG
zXWb`jy=>w~Z5^E>kB|3%{P58E#_ikTJLY<NdT!XX$?15X?A6<^uB>cc<~v(SQ*))y
zTXiKR--i!R?KwJC`_vivX8Xqn^b(TOT6Pw*v$uQ6AHH=f>hVq=wPpdQzcqJvm3nx1
z956m_)2ti4ZGq=xHH*SWEDR6+{rwG!jC1pBSJ%z4F6W!BAK$ii?b;=8*JS+e>^L)X
zU*hXEzfA3T7<y+)o}Y1ZTW++AtLwubA0KDj+@xxjdy9o3<N7+;Ns}jE+)<c3x4pG&
zLrhC=FE2ytwhb1HjEou@8V*TGi>hwFy}f<noH;$u&d&D!a<Zc%OHWyPo1ba|L&lpk
zImgaSnIhui>Z+)y$Ox+X{{8)32uh?D2Y!Bj4sI|ma_t5+7*$kN6F)yYTk-j<xwp-_
z_3QOhj3hxru>1f2lm7nx{`H&3@86eaX5%^V<KyGPFE0W?Z9@seB$ij#*Y`6rvxS^|
zuBx<3vrBqg+)?3(09Hc=6V|jT*4wvlKfcs^x<SQ<1W-ppSk1@5#f3%9Zw?0o2Pfyj
zb91dX*8i{Dl7C-ru2tzFP}?Ow{=QIu^!~cqQpV2RyRDb`%v@Byzx4GrMFRr?{XHL;
znwpyxTMoRtySsE(ZD)sv@bVf%U892sy+x-@p3E#RE}oK}e)#6i$j4ic_sc7*s<PJA
z)k!5^K2h_rys0B=Qx8w-_WX+q7cK?etW3@M**)pq{bx;*puv$<CdP8x@+MjE@(2nF
zhDNxxZTfxv{`}y5GlU=otD>QyKbO6Z&J@W59}3v&mNmqJitCWPHNQ-AA?5I$h_BhV
zBpAXB#Udwzy4Nez3=bV$wL(UMAx!Y<o<e?kJCg$M6A>%w#4VO92wr6Y>C|CbsWffc
zw1U!7*RU`#hNmpYjb@%XuvW=g!0Exm!|f+dooZUWT3aXd|8^B6qrx@6Ok;T%KqVnN
z!-{4Hqx^O2*1fvVsiYJfQgTW>bi?zvXAhhgF=SZdWHgg!-n@AQ#l_Bbb^8|1c4kY-
z%{_ZYUU24?N6TsyFCSU@K&#RFq=4W=OM|7U_f9o^&lhVH5EKm5w0P=$_At0|@;ag!
zpCt$JyprF~pwAmPS~@y9zGy{#J*^p^B?gvRvUta;c(yuIW^fJV;SBFB1@4@i#RgH*
z7`oq7o*5LzmkzADKdT=!03?{1a5ewzaU}sIC8bM|&!>m(H<dO9Er>|dQ*+ySCHnij
zQ}YcCPrbc&&tZEW&%Z1suu*9}qWhn9g7i<6Og_5461=1$<ygeW?0MiJq?v|ce`cwN
zF$xO`&Qx6YIr|<&RC3*C?>9_pN=in`YksLVfb~ZvUe#v=$J-gM)peW(jSK}JA03@=
zGG&Hc?XIfZkB|2Y3JNw_mA*P~@uFZeJO8n@(c4Y#O`kTc?ZSnC8@F#CK6{pTbJ|%@
zb#ct@<HwJnocg55Qp!B9=j-e1;fK|gl$4BQ!u|>+JYjrra<clys;^mFvaWh1SEr<?
z)cyOJo^yK}Z#$ptp<ZcogNzFbUthPjwsP?Dy2i!H^~u}!@k*N|{QdQHhJF3Ms`*o<
zh_tk|J=*zv-r<{@(+z8XmGnrP^ZowzcJ;RN?k+AV91kBlWN8VAFaIMcm-j*}uyit~
zV#`A5h3EhN{(f;?to53hokH*TeCE5gC9}ET{-4Cnn>Sa4ua`5+z11QfUn9s+@bZ!>
z3k!>aq9P+G8_u(>26d(%9P5=XC@*JcSQE9CtN7WOgZJzI^GZugpP6aQzPs%0p`V|h
zUwvNl^Xc@$@9$#Y+}*w1C-=<Bla1Zo+?zIUe)#5%&R<srC8bFY7d7K&ynOsu+TamS
zf{P1_le06ZBiQ?Px&M5(y1ISGzF`^N31hEk5D*e-nlncxW=DbJ-u`bJot>Pn99K|M
zTE&@^#1J39pt}6&`56+<+dFz11J5z<sQjEZ$Fi7B-GAPdN?l`PVKXzcg3{8fH{QK_
z*LUWO&sRIwX8WtJS6%nIrLL~d-Y;j{G<WXYb32QRizm*Wy}EAR<jKMR_}yJxLVUYs
ze^OOxndwlRULtwm%a;;RjVo=Q*Rpo)+J&<hgBqK9dU~(g`}_MB&IS#G>iGS1I%>F!
z;lr1gm!VTF38|^9+S=MORwW$sYd&#;2H4)c>)W%(=FZ;g@W-{=^X@jax3e=GIDFW7
zxmLv2JzHw$%$@r+?LUKpmKN8|n>Sy%S5@s2k)PSovBIn1l(<&kMb-w}sxJq27C#4#
z=6zMx(BL@S&L95&_N`k|?0hl-`_(NiB{MTKIr#Y47+BcZAK%$oeB#upp!dSk(%k9k
z=_dL2V)pu9OkVLVP}W%<I!ePXC^&KBqbd3!GK-~|Up#rzGEFx+E2p@iz+tXc>6P1u
z4<9y6KE`upU99xEbLVDQm1;FLH(y*Ctj^%DK5j2)kw}k>rI7b@J=e4}HPASxi;Ihc
z-gIULHQ!k+qS|2z-`?DmurAZ#le6hq8@)a0`nuSwzZ*L{I#j~8yfU|mv3&OalxXU+
z{)6(2LTn8$U%s4hGUda+`}x<_@Bi23JKJnw<>zNJ3=*3{mNPQce7WepVZ(+44-Pg@
zoISgH!UTaeF*}3)?pnH36;w%qMq({2B>4FFIJmhFN9XTddhhu8^ZdKZ-a4hEs7%w3
z=gZH}UlY4qOi@vB(zdA`9V@Jk9<kB<vtdI(8pGkkl0PP@oqWdl=F(DbHJ=#`6P4YS
zjE#kTXPbdm_Z0m6l<G6rDl}Q>*{r6|9D;%q4Nsm3@cSCH<-_4iL6$d-nGdK}{GV39
z^Wf*_=NA_`vojpHwl@0Wrc`ek`#KqE^SmcQ*)A?FR~th2hlEXHZTR`~=c|vU`~Q66
z{`LJmzk{Xc=d-iTms;@(3JQugL)GX;Z8-oM$a!)?@W`=ai^|{MV`z{z&s*R(*D7dk
zTSrGn*TGfsTG}U>4ybxhOZfWg>Wgb@rQ3L=+pevRW@f1S^-{g`x`Cjepr^Jnb4PdZ
zKb9%1@+()K%3Zng)N_|xD%wnp4TlanJ$dqELD<@;SGg-!t^^IB&z?OyWVxY~jEk3x
zOIt|HQT?es-}5_}9f}XfD<~-$iG=+LlX-t%sEqOcu2ODg_r8|t)5X`US(A{Nx$+}u
zwcE=LkEUxmZ|Yp&-Y?g?WsAv~+2;K7=FOXMG9^fMR!2w2mK9ocTa6pm{8+kaf)0aC
z)fWxWK$cnVEss(UP(2V-GIP6Wc0;G|)S32Se}XDK#29}4_|b5fv$LaPRo}iv{Z~TP
zefEB;epBKAs1yS=IkU1>g|vhEO8-xus1W+Ycxt||y4L@@Yo(j*wd7A4H8{8P9X;I6
ze{n^iGN{nLbt~%eSL^b39;I5K#d*O&7ulQbwe(LifeegT<t!*DI8jWjcES`DZid5$
z4lS_~5fl{64AlL6Y!UyYrW8hn1u>jYj?34(1O*8(JpFax@9*!=Z9vtQXuy_7*KbGf
zJmv1e(QUWllS(w_lT%Z*U)<iVzb<}%-!k9XObnAIPk#9LadYhMvW0<*-Gb&ETT!4^
zsHC(?E9TkSS0DcACNkXEo*&PlxS{Z|8z|E;fL1*8NEkASiHY6Vnmt`)xuMn{RwboH
zs}7{zTO|gL33;m$4t2jd0qpe*0n7blb>j9&%(X6`_R7S?#l=)kyKdzwPc!}nF?z@M
zR(~(qc7K1pyqTF9I0>yd799FV>}Xf~q)91^54iRBG;j*5DHs|GI&p9)f`<HkW|?sQ
z{r!D9#H@L%9)*WGpX`dCG%F>U;r+e6-5WL-{Q2|w{437|++182_Se_1iQg}$r>6(@
z7!RYMpr_~VSLVviqWeP|zvpuvXV|rCSJLr5*&RhsyQ-vSG&C@nr0tv4(Xk@rXy{*~
z4~thRM6v}$CnhSMn`_M;A0K~ZRp@Fhzr=z++)W)FOAf5M|LW-P?Jda+%l+r~&6pv<
zaO%PO?Ca}5^=?f~jexwo{?*Kmj*hH3lUCJru4+nQeDLk<ZP5HC!-4bm|9kfT`^7z7
zFBViB+^cxZyVB3u#U<qNhF8;9%}!x_VE_LQGe18+1E^hTm~uh@)K*PC-gk6o@$)61
zoEg}AcvbwWyh*GL@7}%JQSniUi<=uXL16R$&u4~)c7FLH-2^2iC0$8LhnP8^)EDUd
z@bC@I^Y(qZDL-VZ%4#M#<20T&9!VyDfBzFHMql3C6lRz(V@5~X*;$^YQc6lnlf#3K
z>Tj+KkyTmCbZ=j+^`*;~L4BZuzw7rOls3x&^;y|?BowY@_OPw)=;&CnC*osv#h!Za
z8H_9qpc&2d=!l3JQ<j5rX=cpx={=51nGX2d{bUhV^J!SSR@d(5lgUEgYu|3Yu2rn1
zq_jxNG4$i=xr`}C^+T6?l`{VR`SanGmBA~5m-GGk^QX(c)2D6!zhA2tEjNtvQ4|&o
zj1-N1mV4hW;gL(~Gyl+!rx*3VI{dp_)wn@ZQ?u$nXbR8&h4wEG-=|jlQ!GNaiOjKl
z5HH~35+Ws5D<OYxzp5V7$rC3IfI53ywwOG5`ZROTw}<WWUX`FcIQhULej~R@tPSjZ
zG7kU${k^y$(K%*U38!xKHkYg{trmfd>+9x*ELT)gGSbxfrI4(0(@P;RFc7qk4wO!!
zqoZrS-!1p>_Xn+v1ceziKo6zfJ0am|#&+T4NzU~1^IR9Z^#-gC)0MHU5&;#i@Av=j
zV+7ABgmzt)5baY`P*SSx3j4E)X>SjYSgi#2z5S|Z7_2NTRviCZSylDu)z#InuK)Y_
zTppZoQm!N=O>vdKyIZ^d*b$BG)z!>*cNzXreyng);(*^=tA{TxF6Q9iaJav(_T#VD
z>p^w#kAJ`4gQ`x5_AN$6^L)NDY1I48;b>_w_@Mk)DU#vG!*=;c|Nj1FXmITod-(6~
z?;D#^x&QqA8_DS7;*!=Vx<5rrg_D7sn|tEKiH%`vqZk9q*w;sG_3Cm4HFtT!{!Cgq
zA%$nb(xs|ZUthI?mVb2}1}!w6(!-;m=l3%|?9U|432Qi(q@JE;TC_J_Nomof4Dniq
zQ=xW`9!;^|c}!nY`Q)<3o4d>P7cE-!;oI$eWdj2N&?=+#*N+%wPn#$#IMZD3bK0zm
z|I;>bEXlvWkD=k;-`~z^lUHu%R#cdLG9V&C<LXM#EE-d{-H8xSF@|F++3W=b1!r=K
z)lOJBNr&Oht*xs=+CdFt&Q+=R)ciuy{zZIoT;{ZiA>ir5!|fj4-ofj+7A=~k)Yj2)
zVoIj|XEC{Tb6(6my=S84L>-1dzu)f%4a&c{x!L{wYZ+z_7nfyvYR^u3$%~1ddJ|u<
z!{|lw1NUVvn=%uY`Ooj$UH)Fl&`_|ftn9|_a(%O$8w~aJ^`OxYaOrnKp)2~CuJYjx
zZ<SVYoHS}+=a)OuCu=PrA_5vb|MBbBqo2>`w{PBTylC-aK`ALMu*X)(YS*n)o2bM5
z<H14Z9Xoe2GGtv{)e7n$Gko}R+5hpGnZ{7VLqzwxZhSP|XKD&#!sTVY6X(p~VaT|<
z%QS3#T<`1a>yxjp3jOfq%M@_YdbR8Ho<LufNbwI_GB1PX{}>K5v2tJ7U7nwFXNRDf
znOVgCy1n2Wu*&RLmt9bB<VWvi{+pIQ*kW7rLjY8!HM8*sY|p#9%A)mPp{AtLqFLRi
z_gszHQy+fNrlFzer@6JY^_J}G>$Ld%U0gz*MtpHJotcu%z^I_6#-<y+t!3?6-JIN9
zP=jSn?Cxzb$3Zhb7gvR9TUc8kzIjvf;K74Z#oTsve<TD21wmzmjI69-#fOADyGp$u
zOMu#(yu7V@_uAgMbH^b2nvRHwNX8psdHMdbx3?VirY|mheC*9KH6<lponH%P`D|h+
z`1j{0Xr=0}udmy4Z*NPyy)E~}_4V>f%F2fI|Na=sAHRKDx?5cT*vreyLE}{=@9)Wi
zMjcwY#TghTPMrAT=kxg+b8nl0n%3rdcR*vpSKjOE=(uELXn^J?|NJP-xv_!q_4W1F
zGn~D=xSX7wKi(-m|M1Pt%`@z3t&a6dx7Ysu=2>dl(Q)F)%4wC!7um0RI4PCBz9u@`
zEcepQeVLcl0+;*E^^)Bkwl*s1?X9hk-rd~|T0N3;dz<gysGy)p3<^R*LM;MLZ|?1l
zj);ip0QW9H3w#R7%EWf=-08%jn09`iZq$~Hg@t_!o!h%6Oqfu#RomJ+nnB>^&6}cs
zGhAF!TrOR1wWtXAx%tJm9TsPEQ*KrK7jxRglTcS@*VNQhvW=aM?N!PCX`zXUilEg8
z?EG>H78VkaE|Xo=w>K;AEsxxsmT_SLqmYmg0|O@~XT`6V%OAdbx9*<0iVBORrR6J~
zBqyh)W8i6VM;Di8>S}J0UoP(5{VCn2r)c+f^9yUGjq5`;dx$ag$yf@3+<)$yY4$bH
z6v0!gYdeddKX~ziV`ogC=VY~q?ecXFpP!wbICCbaw6ye&UAwa0yodCw7#z~lmbrac
zUKRT_%JcV=Cr=(+T<m^yo3^>RxTU3~6u**^QEkk#-ZQ;RLJxq}7VNLLw<>+b!r<ZK
z;}R7m<<=|JDruay;`{Fphxxs2{4Ou^E&TQ-G9^7d`S-WCpvL?{=k_HzS*<Sa?#UMy
zxwhr82?~1li0)6xQ{iSfKi_`+yl+omU0u!4u&ea-qP)AiKuck&>}UFfz1o<QlXKxm
zeQH=^W1~goCr~c{6dOwV`uyeZ?_E8?bZ=KFXw4S`13y3ipI@)nOC1jm<rKf`zPsqh
zwYAX&Wo2!1=f-Y)+tt-|i6f=BsOZ7t$HA|jD=H~HUbgDT)p?)$MfZmUgNwOqCs#6Y
zwKDD8xf3)Py>+W8pNvJr!De=5P@4}lw)@~g0)s<Afx*4n@3ASVsVlFm_4W3)Zr*G>
z%RGPGz4Y(z?n*uH=<N-aUu;pdQ>JKV%&UHP7Z<ik6BnNO_w%>5cAYx7u>9z48avg8
zB~~&pFc7rXOv)sqq5Au~#LLTkJNo;N@2ma&;L)R|4<8CZ3s6AQ*qb*SFY}w*_25B5
z>GoorowgOt+dU_%B_8b(onc#TcC1gfyP2Io>Gid>pjM}%y_KL~sIuN?w`V?^7(RS_
zeEi3k%l?Am;_YkJ=xA(V3!Y<Hyv*nL$y28eftIy>e&)Ml$BqS|tHW+=&zGN9|F05x
zN>Tz8M4X%lPfgXn`hNSCEl1AHwKlB$l)}Q!e)!-)#>B+Liq~tmU-|vx=g-9J>tZ{4
zdX9X0divqpx4m1luY*=qH)%V%xEx!z1JoBtJ*pq*t9~=;z~OfO<NyBt{`ja{|IppL
zvFU5>H?eXrvFHta7}ezBvP@IY&+=~fzPCIK*>>P+{oS3N!n@1gyFEWQcd3<%pkUzC
zgp2GmtxrB<Tob?FZqA%JORQuB1t%^sGMXZ}uZKtPvztmJ!;gdP@(JhWSneo$I}6<9
znAEZ_)b7yXsmcF9_2=Qkym!48y;6=8F9-+_04;xS<CQ*i@1ESXYuBXK-``p6zA9Ky
zP;hEwA*;Ni;;A0_&2=e#D%=e1ywYv2udjc+_xrue(JW4&!JL?<%^uTJ7$1Cme0<`B
z2@TiQMtg($M~l3Y53*0xJ9&)3Ec+Tyzntx)R|PIEE>jn2{bGpt;JCzh6L<&<w7Wx4
zUcUeK_Izb^b@#`PE-oRlTe|HS#A*aYRd2dn5EDBU5mfzVz5tWaOrF-(R&aY=$x}(`
z@#KjMd46r#T@xHU^Q*Gzz5S{(%o58_Z59?3loaT;>+n*KWVo?4JA5UdtBXrWqRuY`
zt+^?T3JiDlR*M@N8hUtnF)?h(xX6@zysx#pyL$?#(ROLV#D!=6{QPYn`7{~SeC&6X
zciE*P&0O*7ie^ho%Yk#}_++h07#QZ*R0{RW*&h1$_cv(3O4Bbn#G<XC<HU!gq<KDH
zauOHv{5y1bs^dfGV7yk>_k2#~1A4K$78E`{_Ty2venRR}A006fk%T)t3V*y_zrWze
zheVJmKe%07QX+JIEa-ahH~LU!g5O-LR?FgNE1K;YHf-8-=*`W|pjrmpEL##5bdX(8
z)PEDhg_}1)gDF<GFJHd=@W~SuaL?jO2&=s7#s|$SN+z*_`jxH~6&BlaZZ>`SQnF<E
z^5oCY&Ptf)$$+N*!OC}>Vh>dH3}Xe2lRK+TPQ0=rP(wq5fgvI~I{DL+lM#C=Hi9d4
z<K^pLD4R}Ym3Min7%A9s>To-M;n!E83=WIkdK2>V^`AcM<zk;GBp9kMRy#qY;{P-Q
z<{5M6_8vOq1nMLD+yC8C^?R;$c|vMx>NfEi9UV&!huU>4QM@T}05nfK+dTi;&3&b>
z!}k37bQ;_^IU~_+ccvq2LAqPp!ssAnPca5HH8s%C;^mw7)<&DFsHu5@x+F%%u8$e6
zYRT*TTJbO`X-e&1NMl!Gm#b-CO6-B1J9oZ%)W7J{=g%KsTvP@JU)qu#p>|GA5nlq6
zQ&VhyUSfQDzEgN=yw(1klOEF;-&|P8d~HqS;?1>JSA}x$@POMsDQaEa%po%m<lU9v
zzoM}!<o(CTbMEez@|eb0^L%dkh0W>ypwN49aWOl?g9DAspi=zX`}^RI-U*)#4-WT;
z_<lW=a?1Upr<cWr;G#*X4A$lEdRkgoe*E~6@cP<XP-6i!ck<`sarqaQmUcq|{9qHm
z@xr;ULRsr%UPLZcInBW2FxxB_)a%yd_jGYdQ&V=H`S<hp@V=k3Edpo$OqK~~7Wq5r
z>(Z)LhJAm<R)qI6+pg|d0vbgQOf8toZ@l2Is(##>KPzo_mlqi9|DdJv(@Wu5i*cv0
zplAE)nkxybdgd=yzOZugyXku>3=PWHrL8iz*>h^v;os(<5$_b0h%bT8nc@{0&*yS+
zH!e_ER<&9ZG+J&nW0CX05LfwICl$qNXKZ-HWz!W@d-C2ro<FN5ri32Q3SSp<a9{23
zE0gUvx6kb8_;NAsP2zpKb)Nzszwmy|<bP`SPgUujlw^kd`}=wqI=6$C*-SW@vZLmw
zk(60Z$HwI2i^A4M{dmyK4=yPsn3NWEX=d(`KQPZ>a+t|l?ic?T2@5r_^YeUD{rpci
zk<Gx!NGL2U%){HedGFr6RlhGRbO!Z+!BKDOkooxUj#KTOTG>(CYpd%{vZ>va01b{L
z-``jJ;o2{wzkmN0zP)7%QOt1s_f-W~?V7J^?@pg}iiuxYC6evK!De=;nf6ny%ilTZ
zP4@<;z{FKg;~4wCuNLe|`(ss>5_P@BLyV#9<t5hm+OJc8fhOOa79O~?)Em^k1NZuj
z0&neYZZI+w5nui%vi0)5z)%hUR((m?le-$G>&13~w%%P?8GPdO>BFFG|L_p&ot?$(
z$NOX_gWBOKO<R&%7wv7nyGwFYYDl7L=npLspVv~BCz%dR(~W*~-v0lQE>Z0VPoA{=
z{{BAs!UD&Rj*f=q%a?=Gl<*PHdD#mdu@y<}I5ho~+ojG0u`w~AW!fH<9!g597(r1i
zGWXHZ+tHR2iXXY0RlRd-yLpNBN**myhJPQA%ctJk9=bYgs->u);LI7Dj&S)1%$%^u
zdsk$H#{LT*3KUdYME9w!2oiRTj)-tjo9xKJIMZj@y>(V87js)%Tc>6$D}3ZK$;IWD
zsJM1Yib0rxr|Q`|xlQpZ@9$4N!?0}0k`@2|-p=2j`0UKg8K&7{P0h`Wpavr-?l+XY
zymV^oq>c_BH*m!i^X}@C6_<9@|3B+E$JA#jlS6!{tbN1uxGGN2IQFk^Z&%;DwklK`
zl)vunsg$rNNJ#Z_b#YN^VwE>_xoEP^XIYKNTazaWev{QA1y6t)k<Xtm-+cG{d46&I
zI7psf(xu07u!&!I$=<g0-(>2IW`62^qHs>iaZ~34W+o;9S=rt_du+aL+q1{U#ob+5
zLBV0wWdXs7f?8H5i<kQyI59Ei>ER_A=P&K8*_kI5&hg-OzGZPaZ{SL$35)9fehvTf
z`Z~W8N9ob`^7VfhXZo~(md(mql}vbK;?~;i(b>_pp8r8fftu5O@r;lA{{--A{<?7N
z_x6_91F}{n2jc7hw)RS!Kf1Kko1p=eXQqb7H8wXlgX35^_|A;|?EE`UwR>Lp&Z;GH
z;LOYe?(!Q?Z*QBV!<^CgL!3o0uy?lNkv~(uuriqz-ID`XpdKzR&y<y&Ek$&cAD>h?
zFY`Hlk=HM#y?du-#?;L;?OWn~P*5=N>~U7btd2#Y`~NVV<=fq$-Kd$OWMuy4-CD)2
z?nh@?-ron!UM(up$efgJBzRQ!>ZFN@H_8IHPBLNGQ~h1<+Pc{86)QAAiJ76`*%`^0
z{dKXYE(-_-ng;j&4EFsLBcfhu#^}nPYt*IgVZrvH-~OM&`FXYvA3bWiawP<`i*IZ8
z^<&@f*Y|JPVp8+<YIxAxu8xjX6U*`+o|t&R{C+{1z~Zoyn)~}|XT?8wbTnpF>ypz9
z=Vll(gSOW^Jv}`!JA3uLd)xElW$bDqK#>(_dg*%fkF(~dJm>9HXql+BYn6L5+kqb+
zXT>Lkh-^sVJiYDgoD|6elhyq}`%J8EzrMb{|I8U5aOrThW3tU`iMJiG@pID?6$M0=
z^xTX5n!QcsG{dQ<MNghQd6Dz~^LhKg^>KTR<khXLq~6}%-adJ<FsSoc@W4SuT|N8F
z=N})FU0hs1gXIM!B}X0{Y%Y9#O}Doev_ex#imST1ddJS4iPzRdYG`O&xS?)mC-?T&
z*5(*J_s7S2H`e|AwW&TqNy+%Z`}2nNYOe7|*7<&AE$Xx1tQN^|V}E`9p0C%UPn<u`
z&Tt~dXvxy0iRb26O4w8s%<M0IaY50=#pS_~PT`K;Ue~%hJJ2``JHOnD@0~q8M?iy+
zxwp4Hys*%DN8w{OHeRVEb$d5#5LmcyA*e+9`1m+zkrikR_4D)d;qNC;n$&dRLV(Tp
zJH-~&-*iAD8ikLKCEnjxD-^@4q;&bH=RDsT`#NIP9*cYIYH@jYZ?AUMw>O$Gv9Ya7
zmoEMA@uT3iYuCWrF229Nzy3qv=1rSe7z$rpQ2biCX6@Re+j4JT`K_X=%E_RlsOZR{
zc;wyP-L0*yttZZ$33>nd=kxj8>FMbcXV2Dd5lH&><|b%sq||dMtCAHQoSd4)w>NFx
z%*rrv?%ddi=iOaWe6Fn%J#@&4!{KM~+o-4CzLY3}TEr($tc}%fS-SL-_m(XocF)CE
zG=9%lRFP(W@#s<0jT;d%psk(%|5?AgzaKPIurU4nys1`sWo2dz3(DT!VraO$++W$=
zKK}8Jv$IT{o7s3LOqkH%H`fZZj=|slugRUecdz~iEy(}$<m8TmhfKG&<#xBUu*}`o
z+R~En>&wfjS^9z#S8C-|?U*n@eRb1BL5-+~uiviyy=O<L?GM%<!AUHjiI@$WH-lzW
zFYYW(FL`$-vg@$Z!T^wN&_1B3Z8@9_C(fJ!Ex7>gKmAr(ULGz!J0&eGi=}?m_0aWG
zxA^<{@yXd%u~=JM&;9n~*)t_`^YFhh_h+~(DFugK`clv%+taeovU1<QsB%|+w>KeN
zp2rxXqN5i(HnVBy=uCN3kR>Q6Xi@*q#w`Dy&dWk=Eh{T2<hjL=%sEePy1ekdn0MoV
zsO<_T6>X-<$Gzqs>i>VQe<kXmm3?Z8=8c`j>Yz<Vu}{`Z@bmLOdHVF>ySuxkeuL&{
z<mBXD)oxkc6nftK_VJrHBlExUGb~!PXu{mNYwMOQUmpI-SV&MZ>Z0ajtI{B~DG~Y!
zE?&_Gou$LSEHIjs!}Fj^R2#H_u%fc^;Pva`;Gw|z;Le_)Q^Kn&D?tO60`l_w_V)I@
z*O{4_6LWKWnc4YPtnQvXc`}w>@4>TYc^L$d<|EI)ySv-8PgYubwOyMXxZk_SXMS_X
zi5pW*PJV7?pCfnf!Is_CU)MfZ*sB?>rF@d<0BFxo(VUJBj+|RtIIYXxfOe}?otf9&
z&Hd)h8=QS#(B=h(3#-HRK^u>i-TRJQTIxM<=FCp>`!&LXf`YFY@-8j$jM$jOns$C(
z@5bcgpr+D|U8UM(Z*Qrde6FBmR5s_y&5oDd=R&nB&dmLtBD+sed54~SXon9+?d2Bf
zJ|DHqyKC?6DwVLUGGTb?asjkuWZ&O!(V!HeqQasbzAmKvJ=1}$+1Cv!KcyTwejM7@
zjo4FRxMt0~BYQr6{0Qpm9_<zfb#*I0KU;Y|P|VWOvY@aKwA5<O+_~CcDmyz?1z&6m
zbh!C<^<I^nEUjdY=I-v`Z>L}1zPDpzT5G-=Tlg0Z^?UnQD=^rUz7m-<X%Yj&+1cjq
z2?-0Pw3~xxj)E86UA!Z$x9Ing&RLu)>)vLw7#T^-4OhIkU-b>sxf3T2Y)Cv@@aBf$
zR}tOv_xFy17BromZJsSsBp?|0RV%M=|CJCu&g_t`Wf|AkT<ksflXapCXmZ0mPv+C-
z&!A0n*5&UWoSSRy;pNrjwD7==!pGp*lTe4u;y;C+5y}BuRBm4n->GXFdh_k<S*Nb(
zczSKpOR%=K2F;Y_-rjcgM%}M3nI$hTfmRVu0ae+cim+@|%cRANi)M*`(~#0E`x&MU
z?!^E4@k7DhK0duVF;Q{Po;_fTrV2j)VO+HI?8oDle^+pMiZSR#Z{q>2KV2ET{K{=m
z*Dv$(vWI`a-v>`>g|Mlf{dio?Re8bPyVb8mrYA1U3SFu9AZlw?rqAt94-PVeb_Ohu
z3jBNf;6cYtqE0=W!6#f&)_BcwZ7KdE>5=*OW4CzrxsS&uz0m?qhpcX}|Mw%gbC#ov
z%hb><4Oi~RmtW*io5Hi=g^Z1n<bt`?nmQ~^O%aoPuO54$)?}s%n%C-Keg4BZ=@*yH
zmW>Y<M}7RK`_QI=VL^ZfDBGo^raCVC+Wqg%=JVjGl3()YKBl*HEld6?TEXBSv}Mf+
zMP|@6YT+Z6xXP!ZF}urnZ+W`T^l3YE$Y~|0QRX@&#NpJ>zdR1svb!rb{`>c%h2`m?
z(>>=-GN^DfsQb=pS+GFi&8@B6^XAPvy6&a7i_0aAsNe%1>)f2;t<1EzA~v~fKd`vA
z`tY`?XJ(}^K6rY1`o`MdWhT%57j|^4no~9@^NGh(6a5&|GY7i7k8e8A+|!f7m~gyL
zw(#jGQP6Uo&^1de|J_)ep^)l%ysG+hx8h>ONCu12S0Q`;{d#@k%$XyX{q1?Pv$K1z
zM{mti1&y$ui7ND5#?EhXe7>WBthbuSrpyGLE$IgBn|?TR1SWSoM7a66TwR(GsCghY
zx!0{Q`-hQi_7zB%c+w=Ls|!0iR&dl7|5+Qk*!sBq<DRUbTO#^C$0u=4&|&!U_3PAE
z0WL0I?B_f_&mqG5<J(*9+amfh{Qho!mpT`8c6db1d3^rBmgxn|^K>4ET@um%lXT()
zXdSMR6G%tK^7ya3GoOp-r!10S5E7J>6q_p5`Dj{!c31G837w#YNGUEB$LBYS%D#X8
ze*NsasVAr0mgt?_natqflHw8(5_Q%~>x0I+J60+!clV}zQsHHAc6Q!a_BN`bsw(Tx
z?2eAE@Tg0j$^TY)WU|VsPK`GHpe(%Hy1G~uwD`GS&i2wzb3wtE;=+sPxbFb1e5w6C
z#Z%qe`|0a9scV!#38>p9<mt70_jGnHlWGSoO=CM``HyFX4Xd1ssQ{=u$^1~Jp6v(|
zzftj|GDcy+z?Viw4Lf$I7yl7Gx+GXMDE3DWPin&QyVw666+d+)J7&(O^okvd(cU3T
zK}(lcxy^aJUTSLCLut8n`xi}*XPC(dis7p*#eYH<ZwmR*)>6QfZWIk#PqixGqKe4#
zAFI_;V-NX;KJ-p$Q;}tU@%lA)c6RpMdSStt%5OE}{N_HIv0p2=q()x5rqfF`lcD0@
zpUNLUe!TcIyW_;27q8#-b}>!Uc_>pqN!xpg?&Ob$ghdbPB`7V@3WzDs4-k0%V{(hu
z<>xOVYL?iR>rF3E)?x#BkyEtSyDR!qZz=oKC9w|{=Ck%cQp%01P+|bNOXaX;+$zUN
zE*ptV;i+AW3W5_^ERK4cYOXurJT)(MiEoG+NR?Jc@Sc##i^QYu3*}9l*0ZJa)Jm^u
zO{dSEUE6h7NKlg3?_*GFm*2}pwF|$$y&QWe_iNUI+G@Q8J|TQYieGpaXw0{*{+96h
z*;&vT9+xg(UKpV9;K752ZMnA>f%Z-qr}2P_s*Lr4Cr=_Rl*)PWOd!zo<cWY|O1C^$
z9PKXU_TM=t$8zeHCiVq;HmqEEs($mL=~^A%-+Qq&*#G&!{Oruk=IZb77UtjI_u|4r
z<~@7%B&4UegUa4NKR<(P1}z(|`jWBd@3-44!q?B6^447AACutB<vT1=oxJXUJJu^X
zJ!Hnd6H)VbSbSR@y!6Ar*pr40-qZDty35zL*wy|z;I#Wa^MMJ9&I}CK*T)|RZSMtb
zr=K`+;#5mj!HEY8x~6L#6Se7B<-3&WKub%D(cAF-b+tNidv+KtS5h+4@cS6V`$e?k
zM9Qh$Jr`UiC5ak<Ru&%ZZs`j9QdRxhE`BrH42y}{6#}7#Cz%c$I^+au_JSsW!@|Tw
zqB8$9v-5kEYAG$!I<6VFs$rkWtLyRhmHX0qH)XlSA2@!X-y>)eYs2MbzK4H(eGS^;
zJWV&+Y1yiKN=inCw+c@^I(oGK=VBp|-bIXeO<uL}`hN@6m@;$!1OdJ!Dy!Hgu{MBC
z*#Rxl*`6Q2lF!p6<n5Qz?{2P)-qT+AeLN(wl;u|7mmbNb;uRudTE_KzHn@cPZDP1^
z>=;|`&*uh$Gj}}NRo&b)<?{JLjVR8pX`b2c7v<|#%yzqaY>QUl)`>Z)6RyYC%buRD
z-_G*cOIR>;^&)Qn6<mScT2@E7#b;}{T@<ypD!an_MT9F=Y{LsKxx~a>+EpJO359Zd
zhA}ZV{QviTe@Az>^V?fnFD`QBj);!V-t+J8_xs+3Qi~6Ds&x9yFY|vo%k<RSTdgZ%
zE-q$Coq1sA4pAE;qZwgKvyOwivg_8Z`|-a1zxLIKpn`he$2wtkt;Zr|-={6wVwCy7
zbNc$Svh^=mQxCFFbo3BoSQowB547?nR5SF=r|<WF9seD>^U%6`LQ}W;%o0`=lGOEM
z@pVaCn(;<yvZlN%`=Jed3q_u4PR_f3Z$qx?qNLDO981dI-?J!u<g)Vj-QDH<-qUmr
zrq8bpn|WDKFtn@e%_6Qp5$yqdOQ(7sKdM<@bU|fe;OY>z4@;-V9eQxE8Pp4{`}+%Y
zc2Zni+=i`NkAgM?c8lvjdU0{_jlI?8PR`Dta~W3N@^uMOTgn?M%=F`1^ny6sZz0oG
zyb#epdbaEA#~K&4#X*b-6%`h4Jra$eS;f=SbR#yW@ow6@nUTS0CJ(3`<l({LH_xWC
zp@G3u%Eu)nELC=un9P|SOI?0VEBO6P`dpW9$|056Y;LO7*3$iQwoY@cN=ueCt;~#Y
z^Gn(D<*ZLq=1Lx>t?jEeZr{XmG}c3`Vgl#mzq`4*9AaW(9z1%a^fj@w<J6KZT=DB(
zEOftES9JAGjq2Cg;$m9O`}6MdT#8XzWpgr&sk5)|*!1|im7D*b*57|*lB)Nq(lv+M
z`4`9Uulw-nQ<IO{;ePvnD?aWLVEX+0JZMYvn>TMj1EDedY9f>8TbI8B&Ch}6rdF@k
zK6LnS;s1ZNy|w>-Jmv?rnzn7*_Tl5lgO`?ipT6p+WTfXRzPRFNYHDkKV9Z75{zc+v
zuZv6AMt%OdGWe)|uak?K_a=sdudl9VTw62q+&3}ZsD!JlLZ4b)Yi8%a0NMw)x(zgJ
z23kh~+69o5q$DFF16q`MykCCxcS*Y%3%!^f4L5E?yt%VexSe1ASPQ4{mG#e`JXsLF
zKJLTUuSZ{AUJi;notPa0*&(MH1SWbWw&qKU#(wv^KSfX4?8W>?t>TkbqzMX5JpJ?$
z=s=j8bzfhFDo#JGT@%Cbs9nA;z&>0<<j~>6&Y+$7d*8mhyW2@`dUyW*zhNATM~-%j
zvoaKZdgA%juKL>>L8F;Ipn(q##UrPtYP+tD+Uk;*x2|fwW%08P&`~Elb76Y}*S$Ed
zyvWPLU;NR7gX;EE6X!omejNttvHqU1cWZX*h7AF665QO1Y3HugU)&<Uiu(k&rzy+(
z`%WIy7{7e{cyMF#@se%w)@3|#adAO&*)%mZPn<d9a(<re)!Q*KF&8!_yQ`?EFfa%S
z2|alAs%yalg|BwD)!$lLTUmvKg|Gg$`Tb_|hK(Bo-wO)~H9dKf0$SBDY3uZkRc&SG
zQwwdU9z6Kw9qR)7+ut9y?-KWw{(ZJHOXVcffsc=mC;$5LGGcq4?7G<9ZQ0k?Jv^<y
z-z6nQ<yb#x<<o?jGdURw%FC~V*1N8&(=|2*9p)poJ~}dTVcFYTQomnVyIm~KIDPi4
ztDj%rvF46d@t)m*8<ua9_|;`8!j*80=WMr_*s*Sp6gHLBO!G{$#q#d&>kW^u6|JnS
zWMGJnjs~sz4GatnntN=)qQ#3hW?WQqHg7(Wv+>Y&ky}^yxNa9UZ~VL^^OXC=?r-O;
z(`p1e&orknF7Q!1JW18tApf3?imK|tbLaT}{rflJ^wXfZObibmK4fIrQTkfU#@6=g
z?fkpDTFr8At@wWO)Tv7q@s5s+@9ykeT(`fyojvdFuB99MU+v72&jqdgF-&gzRq5x)
zS5s4?^}VrUh0m#7ZR>C9xh=Gf+`MYR+BL!!;(IgFss%gGv_JXGU}a^ss8&>u;obA+
z?EL)vG8P36vLBv4c>-GLHd);tvRL-r-Q5<ozf72znHd?_`Q=)i7CL}7g#6y~@tE|9
z^XJ3;BV?teyO;US1`U~4o!6ayT9rSeb4AH7t(sJ$RG#E(-GL%!-(`O9T%BgCvFq*Z
ze2Ye7LB<tL3;|r<-`_tzRXhC3`QV@+(9&Jdqzz~<+n1M@Kc2IGf8hRo`MSEg8Rq$*
za~42be;6Db92ly;zv~4>`PEgSC(fTgK1DP5!>7~wtGR<fEq$G+EgTOYKAd5k&UbFU
zegD(b(;qMHw=+88uBN0Lb9lSREzQ8Uu5-8OOB~>w)A@qadAj0jVR3PFh8H%64jpO{
zIJGk2+1c6ZckbS8jnNagt@<Kx^5jXW<2!19Z<8>~nNd(uB69BBxui2Q3?JRwTP^h)
zGzIg>{{PSZ38$Yfs{8vZ>EolLPqWldpXglG_AN)%d%9iax~hn%Ss!~;UcTHV?(#b^
z@nE-G2+zI!trKc=6N(RQW$9dU+_a{9;as7&_hQTCLnpSsVq!dSq%*DNV#k-qe{Xy2
zZs<JmXTzcGEVo$Yy2W3we{t1(pT5cwAAKposV$NRyg<vzE?tm2$Mz!Z$FgO!GXET!
zqA~GF#s4(62^~B=qWhL!2xm<GrWvTTN{6k%CFE_y!_`Zbge_)&UDECn63N5Rxgu(6
zsYP@_0dHS!7hBEmZ=rci=}L>Z9!MPUdLY5HXp`owGq0|kJk!2;s@a2!kLta*OkaAS
zxkIbvdwv>2=ZdbWX7Po+^5?=#ZnMAOtGIHEb57?9DFX(TMOus3A8?NDl{>fW?tR<j
zwto!kS3ELm=#>tSweCFe#(+UZ$#ZJh1I8EU!ebsY**lp33e{-fx4$C$L1VJ!cG0*0
z*-F$4)=d=e?BHo-R1oxBX7pL~x`gW4jI{v_#_3G*wM!)Lyqvverm%%@plFhyhiZX<
z=0)K&%lM7ozUZdTy(pDX;GW{Jr{0*^!)0npnD>sUCbivKmvmqETvMx6>^O17kU?b;
z*JZzo%<!MrRxtHX+EmTen)YFNQkij-@Whp%ZGx#`w|dk}%Q&}hnqs`#s4>lSv8mup
zEl?<`rOv###7%Y2si1Q)A%)CxzQ2?N0)3A%Oz7|my(a0K<#TAY&eJo$mgRHuv&Yr#
zY~!g=Sv2d+p$ohUN{^>bWIS?|@p%91`4>};@ua?Co>6hg`>Ug|(HHmKfq@4msm_xB
z)~!F~s%~N7srjoerRC>8?UGfiRO~nrW5Dd;QZ;qyf#h2zPY*v4ic<~!{Oa{>y_Iur
zrr4PXUKF0gzCp;MU*M|BEmpZ(#lJ+aKh7-jn!S4cj-@w(f+gPwUKN0Z$BKuna!aS`
zWozec<(vHTfQ!r0WVQ`LKg3yP8imF@dBIWgYKi2Bt20z)>^t%8?|1Jy{_xidt3HC$
z)Crx;?@d|%B{MF0Zdf!iH_~hR*RQ$7HS&U23(hcvG5v2+2wswZHZE6fGK+SuZd~pE
z>dWFc+gc=kva2d-e*AZqM`2>5#_2i7RvnoUsDAL&Zn5>-CV5Toebp=^7^=(G;9?pR
z`OIY778W7U{92C%XV}E86^z22Ih`G=#37^qMq#R=6(ZY{W?uAt8FXup$*&nHDc&wu
zd%@{3YtE&%gHuhGZ@j2+dXLGiuI`-M+t<%C6Be8)kj9|hSnoK&P$PfQnT+Mdn(z0R
z96jqZcVgm^iMoQ4%=h-sWK=QAO!b{2YR+>m;Z*eA=sSB%eyu9sySMiNvyh;qIn)5f
zkQAo$X8vYv|F7%p)Qt6c1!porG;50bPLV8;kXc>c+0nyi+%WaPeuWjQLQ87o1A04+
z-oA?odoMI`;^V)wB^{I&hu-{HdsWCd)4b@3$Aj1FBlmi{q&%6yxQ68)t7DMy%8#|F
zk->dece|vtK*Bv^#*rWUHm%VN7XceD1U25sC$C0+b$RECwg(_{7i9$p>7<H0{_Qn;
zHvfe+_rQI{i!!^-lUP2SHJ^3UF6_OKprkCsD*=&HMZ6i=r0$2`d?Uwj<fx`}xXJG0
z8*5xrK;;KRgytXCMUO&K)I@5XpB_5AdV%B8)b9*;Gb6tk-ZFjK(cyLMxB2ddPL=R$
zFQdCQZDCpF8*HcIKQGhV!+Q7f_xTQ2_bm;5Z}dZ1$;cC$G^T#?yB~DNN8{?X1zqRP
zE?-|Yz2n4@51>R5xO3{Y*-_VCMyqr$)w;A`Q_A;4ha0EIU$c+p78IOm0&(w*`IoAK
zzfP=C6VY6jmRQ!`aYo|(eI5qw*8L987AoysdF%4_kR8?Gs~+*z@+NK76P&4eZ~skJ
zpCyi6_pW&P-Vd7hCN8quyenHE{GNi65vWK0Z@JRZO-H{jo0eI*?UUc0m}!+iwXP~C
zDH(~sVOqzsY=ZCnkh{CB_O85jP*&mWk<+QV_Y%JA2?lPg_@4$29wXhSZ||{c-PpT&
zu2;-vx1F(Fozo-tIJ$&n?x{CsSR?X}Npkxtt!Y=IF9hD}WcUhl^NOes|IRXO2>QXD
zVzX*f#J6WBdG1(MNxu94u|2)|eb-VU@56881OvA|{5#uKA!X63RT1B=^q*p0-Mn{(
zM1|iB2LG$lZhb8K{_Uz!*FGPlFsEW>N5?8gNNQNs9&&T<uM-XSdXJ6%Ow4@Qd$haJ
z|9Q%Sg^!H>ZTfKBT>1OL)7PKAQP<1X5@b;GODXH`IKcsPPKfCet!ZCFY&d^ZCCi5;
zGwCdJP}C`~$>H5q!g!>GbAqObfRSX1!%uGGFK@$RmU0|_CnzY%dT+lZLl{?mqt^OG
zH}@{Ox##tVYbW2ml@V!vzI`Q=oup1mgU@dVkftqDR|mCpbo4O3zu(ZhP}<>{DrEab
zPbXtdZR5MUQ|+hgR)cma9PsBz-Ef_^a790lhR6YnNS<{E#S35bWq&wo)pM<)?#=$w
z7k*o(eqd*qCNS%u`~n-#$YrsSn_PYdf3?x^`TX<M)dOc{o;q6h_|X)5$v=XE6DLB-
zwidOwIdPGjs^cDcK6|&Ub-Q1gKFjY7%RH{<iijm|%+b?1GWmfo!vxV>kH}qlr-NrK
zyjyyDU5t{_<YT|hnGbjwE{|WZiKV>zSo(sAJ9<_d)tAUW?QM>?t+XrcG=FyPs?7A|
zvUhwBNJX4z2z}&veJxJ|>%2c*S}9^u2je%MGFmQo;1G|Jl5vXP_xF!x)H3|InLa=9
z=BCsWXU@31zP9$`%jNSIIk)qrR^|KtWWB`qEN|W!hi4N{e|WKI4%bqhgLmf_Cv~yp
ziT&VGHsp$5J>P%Q+D4}Z9tW07-w{2)BxW>4?m=it%)EUM`fl1NDQyl8es_PW(wQ62
z&dzS_?d|>X>9qdQR&MblKR!NgUA=nsj?&j*Gw;oxJ6D&X<IS6#lefzrUoR<q*4+H)
z*!q`M^S!s8zqQrr$B9d><}xC7n@R*fpNR@&;8tV^WZ>TT{OH!CIX=a=r*mAcu;cc=
zdOnojbz(iY!;`~K>GQd4b#z-Jw)w!~;?~wv{PXAOxq#OF3kqKRAM*6??T{IzY#Wk~
z_hsDQXB)OAf{`IWLj=?@yRtIau>9Sfp!@Nm^^P)<vd!scA~QEFx#(e2{588*(}y9X
zYW@xJ>koFn_j*^P+rXOAuxkO+1=-?o4({IT+C7gyb#$zdGGNX)7JHzwvU0=r?Z>~p
zy=_?Vz~Sq+4I2#Z?5!5JE_-vK(myXxuc)~A>UqebMdg?J7tT(WEO`AOI_W^@v;}Jx
z{SKKjA<`ktDY4CI*_(S$ci1Q?8JVy(q}lMEvH$<4`OqP!9lLjD=ahrbI9hh^JLtrn
zqeor;e)#xt;-1)<?s~6TQjFHtu34~RQ|%Vf158{qpRMow7SF@Q?R{dJUgMAZUo;L~
z656!Ep!d00{2In<Yc9@ldfKgDvfQ7O|N7l$Z+S~zAA8W>(cz&K!@Wah(V|5L$;WuU
z7KgG0c*({7Dcu#a+K72YY{|j~9<GQ3T&)@nszQgtw8PKLun^pI$SJkJJc;Fq`TZ61
zqyMar4*RyhG$-}{=_@DiRk}a6WcYj2=Iw!Vw`U)e6BG;-HM-5PA@A<44O_Mx0d3&i
z2AvhFy01L_wBq#BtGC3?d%L$#C5N}k+^0sU#Z;>C!Rq@NEU64CH{GpwY>wC~wLPl!
z!L^Or1@G@j#NN_oHoW<tX}eIf_1go!@e0Qu^mTNccyOkSM`3{u)5{ABneG0531&E@
zG=Ys*D&f==O*UO7#wp2+p^h`stMlhR4|;c)iAzbzNL_|G;~C?FX}Zy%(^#&q4hNl0
z@Z-nh{*9%t!(w)oc&6tpumf%NQ8KdKQ$M><+<<{c)=H%Q|6lWG=jVgw%C}@*W~=`G
zPB-|2JLu4eRcEZ2BO*aF3LPiDeE64p?D7H7q2n{PL8G)TWFIoVIgV@HrjYIxPo6xH
z*r5vA>ln7`_clxYwqpz%gx=lV&Cc-Q<43~+Z}65B5MNwe+}ZrF!Va+lRSglYJ39)Q
z{rvnUoJ^S{XRWTzZf9rb;qPyLyOe7+^ZMei4@%d`?KyX~`TEYPkf)_$P7m(wtp<&O
zw6<3EwSfvW9UYwqZ{Nl)eO^#j_UwPcDn>L-S4+*VpPAoP*|ryal6ntlNtPh!B=w9X
zPl_zXbRrmb#^k+Nb|nL9%Ll7){<!C_4!(}r8Ub2r>5`HL8r)V=GBO5@{dRPm;Q<XJ
zD=8U6c0ivvW58hIG{5$n<h-g^nm2CUT9kae@5k5c@w|6cCX30+_I`VN`|!z=oOyY9
zpo6$4O`dG}4Rj)il9Cc=GnR#wRnmtC2X~adp4J!@V+`7xWi*rL@^b(1{Kuu!j(vT7
z-7x70$CZ`A>}6$Tpw-);m55(oJ8_(uZ!bS@-n<Q)H#?u7XIuF5Q!4Ye8(&1k#FFmq
zsr>NybMxG}vQnm5E!*$cMJK<Fh<n~;S@Xl-*VotV`uh4OQjGrmc-$|we)`j0_jVSu
zA8zLd?PG|EjTMxW>-+uvefZ<$2DLm4y=SKBMuYO5PQ(U=^mB6@Ute1*C?wRhW{r-s
z`Pmd%s}c^-<TT{m^ojH5_s8w6dU&vz{Z*}!vhv5z=k1ekZ_5Q8FO_#^N26mio8*S8
z%icaYIXPl)m1)%0tfd?0Uf=oY-{0@?CGYM?Ub}Yf#^!W>y|_Icpu^#|W?c<>zq#aP
zP|c^4>JeMBM1_QfA3k`{Fkym#P2Hax4Z7yKpi#u<^XvOS$8c(Da)P*^rCu+W&tLWZ
zVd=UV?EG>IN?%|5@n-Y+FZ<%Ay|$|PQ4q7EfN|r-ji4EEK6$$yPGPl>>+UNgStO_O
z$y#-EbZ~tAeCUwV!>3PG7cE}Qdt=osRc&o=27z`ySs^Em!td{56LWKQx8>emc28YX
z)007flasS8YuU+N<?rWx`2Jmd<Hn7Pvahd8y0s<Ki6bt3<(Zkr?x3@mG{2R$Iw{)N
z*c{oEdiu(3&{B*iMLU0dyPdy!ai^(MM#c)z>DkA&IX1I(K0MsctynR4DU-vW4~O|*
zJx|@aPFz1ugyG1^$?8{sgSNJuNHHq>`|E2~_U@I*Y!^B}^Z8$1UIrh7H@mf!wd&iO
z&XyJy=51@zPM$l*#sC^mU?}+YCG*Mi=h-pep<Ai<yb~1=6l}b3A)xm)=LakAr_1Np
zIRyj=#8tgi-LZ4$!ra^2K#OLttY5xl3Frj7$5y*{>{yU|yl>CBrytH3p9ihB{PFp`
zJ@n`dIomF~+FuM0O4n(n?p(*o$q72IARu5u)%<z3)rSrpV(RSdym~J!I5qVJ+XdnO
ze?IebadU(AB5b^S_pa=8y;!4w)mdV#PK_@wFJD~z{2b_f3((1V!mv%+*YDnyojG$R
zTgK9txAs&TpPOUZJXziU)t+Oob$UTN_vY9CvrIcPqw)Xm{r?Yx4l2Esz5d{_V{D0u
ziLbI(zW=Yh=Ul3J`8&|be+wcvr)}7>#U(LO5wzN#N8V0`p<?c8kH~e|X=!SA?%Xkn
z+rDX&)7x8HE8m`OWK@_rwWEUrbY8l9znp1FaMqkJkR9I}H*Vapb*pJfah6W2Q{#dK
z3VXiat7ZUA<vjZH^D`*X9y)Z0=gzKK$)JVuI|`M}a&NVW=|(+(?ljr6XHUi4m2L^*
z8w6KIZ`ae&)h%76lz(>@D?dL!^VU_*W*DV%fwnI1*kMsoUA=mHbwz~&bZf$m`PcW>
z_|3QLU9(1KOZIiXu&^-DTIGe#?H^96&p&YL6xX|V@AjM%`taq8%jaijO}DYKuqf#2
z@-kexKIy;w$~lpn(-Pm^*;(=P>GY3ZF8e1xIWe)Lr^ltF#DpR4`Kq94uU|cUxG-2E
zG9aMAy8PXTThp1D9h8%jlba75Z~zUE?e$$407?NIe0*jJr+sD%Fa<C3ImmDSr=gjh
z|IqpK{*S*NIN$)9nTYxR<VnhsrAt5Vn(o{$XIt>@j^!NN>af2YTwI4fJUo2$|FhC{
zd(O?Ze(jU|<@x;jL)Wj1Gk^|D;^*h@eLZLL<mMwsT;iS=Rs8s%sH0<&KXKZ$X#pA{
zp!o8NT$f!?VDRqV-tNoG{a1gttoWcH!o_M;_9o(Ou32Q;IwwWn+2;9TMLT2G#P5%b
z*;5e+I`ezSu3cSc&iH^zFyDDLkvn$m==kxYqVV%G->;7!9&UeCtL8gP1$3S&pPY?`
z-&`xzrsihXf`Sc<(XqxNYnjBFu19i#_C9Xdv`OgwzTfM1)co9ZV@KiQ4coVi->>=H
zTQ&b^w>Worc=*QT<9r{F%hz`>GP7~m+uMVdK{Ic=v!$iAwe#24*WGii%e$sb5dodb
z+`X&xb=S?!>8rs7SM~RIouI>PLFd3RHT?K+nEz=0{=aJLVt1>xXxuJ+dw2KtjN9AR
zdieN=xcAG6{`>bY>Bfe{wqG7<os0_ve|@>^@7m19+tS<H`{KgFW{bi{EemI-Tw-`p
zyC!<O-`?|!-TRNMUcXN(>*^|1(3y1g|9{7WynonqSK9?XhRV51L1lOMG~H;foiTc|
zOtaNMtFk}ta#|?x`Po_FckkYThS=q7t2&-MNnzf4&E)BmCmorWmvyr7N^wL-M}zif
zemo|f-*M+o%vZZT=R}3Y#g~8oe=;#K(Wzro?DgB*^Scudw{g0=yMvB^IMySn{O<1V
z^alUrT`5i?Gq26*0BzE>=>wmKg{R&H9hZew+UFkRTu<q*pD!+UPkwNq@zwLYyGjp#
zd3jmYem!LVMB`^6Bj|u+qnSME=jX99965g6S#9#mHA{V5LIimjI!|O|u;-<k7C-ap
z-RhjZ2<cF(mA{Q5R2E%|kle-S;xhH=ix;3vCY;R|dqEDWI(*@*!Xhcqfiag>M{myq
z9h_!R{VfMn2+PUIMeHa@oH{rE;i1+W8xonz-rQiE>BBbDr|rj&3Wfu7EQ>EJ@f5ys
z`}X3*!)>4e-%p=Eo8F7w!o9;}=gys=4Xv-PujglHXD@kkBd~VeqnLd)lIQJy>wxy=
z?Wrt2a_rcvH<Rbh>r-@YJ8<=?C}_=Q10(Z<S+iEv+1lC3$y${(G&eKH#KwYFv&HN#
zTkDg1?cA%_-DSLge|>dc8?_ZQ6AhZ=`Tp*%hp+F^;`6rb3@buci=`Mzy7kNPf;uT3
zeSK~7=gWiUoOYFF=iJ{HTiaLv|F1acnv1<vUlY>P+3V};*F<k$=kr!s>GB~S1wqm5
z!)?4X43pV}z~^x{TwLr9D&i~t{e1rQ-TuPIZa#A?HXccScXKm)?5>iFH|>g_`KYL>
zDyply%a(uwj^V+RCoNxJUq5{MH23p!a}WRc`1s+ICoMNOr-#2N_MK_O3OeoT+1c5k
z17hXtelYH>{th}|^TGS~>o@OrS_s+!_~6~Uz9UCmQqt33_h_Cuf8O20gQKarx$wye
z!HCGnhjYvCIljNQ7nEHO96H3r%+3euC4PLn{XS?j*#3XNv_WT!+c~?quzdRT3AA&>
z!ouRgqodsgB_%EW{rvlWzq96%vynJ?@+4^HZSGuI1_diCDbP{2VQZsU>+9=f>}n*G
z-Fh7MR(-v&H9H)1@Bzrx^K7dFw&%sh>?~sKm$O|J@Vn#04$zQn($=i2T-;(h3=BVh
z|4u&IC2CRdz+od}0%-s9#^mEd{gM0YYWLojm6c6QPjA0-CuZ)tbLRJJg8#l>KCg<)
zIQ`s_XJ=<?i!dx(x-=1V_>{MI^YrQB45=S>mcNf%6TO}9{oe2M&Q*gh$pG!8{{8K3
z@c!p}zu$A7Z&!Qech1dCtX!>3+1J;FvX{QTwzhfoYVAjl9}9|zw7hwfv**Jh?u;ud
z1Q`?*6c*fhtN+UqbowLcG8Kjk8xozrX0JMM^XysPb?eqKOo=@I{a!Uc=qQV(=H{#K
zEvvq0fOfd9i`}iHtIL~vdz))OfB?hOt!j&AflloaT^+hQOzOO?t?k6AQ$yeU^Yim7
zC@Pw?M>cv}&O!D0HBGC-*MoLIYiMXRY~Ebl+E@DSj-`m0*dou#YErk0i;Dx7`^oNo
z@9E{$)ZgE4^@Di<-=dJZ|9{J4b{4rl|7>6PM<RTEoa_3yy#`fZGFn<%9{hYh-~IeN
zThNyNimIxx7sY$N-O8R}Q)%?={r&!Vw$(`=9vrl~A07zWOL4fJzqIN5o;@~Oa&L<<
zfL7{(;vCd61{qlJzyWkyk7$;>prm;pqspSB$mr;7o9QQ00yIR9f)jeFqg!FWvU}f@
z)x4aXoDz057Qeo|1yux(w%@NiES<lnanGJTT(!%7e}8}Y(j}qg{_~IB+?;;3f5{RR
zo%nrwoQ{Xcnj07dJe~nMSbl!}zs~TuO4bG=<rxzuG=Pez=xsTUlhu3+9v$iAnwt;Z
z=VVay#AA+iIiI7WBWPcqcaA)0o3;1iT5<ijkbdSjmzVQ{CJaxU@BsD3Y^%N;I5X2&
z`-+{CQQjE_p@}J4msxo<v}3usxlOmp+SkeK+qbXcaj*H6+oz%|7W&`bmKzum(XnQY
z&fa9fub_(=s;aC&$B>`9k;$Hibf#re*{0mv+cIu%(_OS^k${X$59s`s;N^azzjW;E
z>_7)9f)0gQu|lKf<56+YQ8GC>ISdYuqs;Q}$rSCB$;`}racgV##^Y<k*UKF`bO_Wf
z){EVhaBWRw#s9zG!S0RYVd(TQn);Th?$yfW8}jelsi><j_M2-}P*~Wwf4}{uOP4lO
zeootxe_sxCI1%V7m50Tka~wds16Kqt{&0|8egUZ6`}_U=!UqQ!w`5)ATDWkb)%%w>
zH>=Mw$!yxN!9XW^8xLsLDx)R?sNHyan(pBSM&=LKqVo^lhMaW&{eFG_&CThclku{z
zt#SPS?=PrWdh#R%R9Y`~>s@u>`3$>St6yJUHmmv0dT_t~ziUj)oGPD%hy&I3)&4$o
z?i`<=pC72qS5j797@+ZC{{KJhH*emw0G;wVcdnqASliFf&p{jTb)&X8<mKs=y}J{+
zvarh~WzP*(9~ZY|j8iOmKo|X_q^K<Onb~BPd+WiEkB?`V=f^EQw>j^wRgaV@7idxH
zEVJCMMrQU$PfkwGxUit{-d|lEoezik?Lm8XK`V(syQ9nR*M=v{<2rRy;@r7&pmC?A
z=x4gQtPH(;R8vRC#l?k%iHQlceH|3|+TrV17M$4xJt43aa-bU%1Nel%{Cl7s9;@$f
z&%Unr<L6JtfV70gixyp26{-!MB;T?HT*`rys*z%gL5VV`>9FFL0chvH3ytnk`&sWK
XxwL9&T!SV90|SGntDnm{r-UW|=}iBV

-- 
GitLab